From 255bbf1ac858e6bd444df5267dc9428b0913083a Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Fri, 19 Feb 2021 17:53:54 -0500
Subject: [PATCH 01/46] Deliverable 0 - Natural Disaster Prevention

Deliverable  0 contains updated proposal.
---
 Project Proposal CS506.pdf | Bin 0 -> 80979 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 Project Proposal CS506.pdf

diff --git a/Project Proposal CS506.pdf b/Project Proposal CS506.pdf
new file mode 100644
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From 5673de0acbd8fda374cc01c7d99b7b0c718659fb Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sat, 27 Feb 2021 11:26:56 -0500
Subject: [PATCH 02/46] Nest in Folder

Deliverable 0
---
 .DS_Store                                        | Bin 0 -> 6148 bytes
 .../Project Proposal CS506.pdf                   | Bin
 README.md => NaturalDisasterProject/README.md    |   0
 3 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 .DS_Store
 rename Project Proposal CS506.pdf => NaturalDisasterProject/Project Proposal CS506.pdf (100%)
 rename README.md => NaturalDisasterProject/README.md (100%)

diff --git a/.DS_Store b/.DS_Store
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diff --git a/Project Proposal CS506.pdf b/NaturalDisasterProject/Project Proposal CS506.pdf
similarity index 100%
rename from Project Proposal CS506.pdf
rename to NaturalDisasterProject/Project Proposal CS506.pdf
diff --git a/README.md b/NaturalDisasterProject/README.md
similarity index 100%
rename from README.md
rename to NaturalDisasterProject/README.md

From abecd5d6ff7269790057f5042feec65cd75d0e32 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sat, 27 Feb 2021 12:56:02 -0500
Subject: [PATCH 03/46] weather data

---
 .DS_Store                                     | Bin 6148 -> 8196 bytes
 NaturalDisasterProject/.DS_Store              | Bin 0 -> 6148 bytes
 NaturalDisasterProject/Datasets/.DS_Store     | Bin 0 -> 6148 bytes
 .../Datasets/Tornado_Data_2010-2020.csv       | 112 ++++++++++++++++++
 4 files changed, 112 insertions(+)
 create mode 100644 NaturalDisasterProject/.DS_Store
 create mode 100644 NaturalDisasterProject/Datasets/.DS_Store
 create mode 100644 NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv

diff --git a/.DS_Store b/.DS_Store
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+EVENT_ID,CZ_NAME_STR,BEGIN_LOCATION,BEGIN_DATE,BEGIN_TIME,EVENT_TYPE,MAGNITUDE,TOR_F_SCALE,DEATHS_DIRECT,INJURIES_DIRECT,DAMAGE_PROPERTY_NUM,DAMAGE_CROPS_NUM,STATE_ABBR,CZ_TIMEZONE,MAGNITUDE_TYPE,EPISODE_ID,CZ_TYPE,CZ_FIPS,WFO,INJURIES_INDIRECT,DEATHS_INDIRECT,SOURCE,FLOOD_CAUSE,TOR_LENGTH,TOR_WIDTH,BEGIN_RANGE,BEGIN_AZIMUTH,END_RANGE,END_AZIMUTH,END_LOCATION,BEGIN_LAT,BEGIN_LON,END_LAT,END_LON,EVENT_NARRATIVE,EPISODE_NARRATIVE,ABSOLUTE_ROWNUMBER
+224551,YAZOO CO.,ENOLA,04/24/2010,1053,Tornado, ,EF4,4,53,140000000,4000000,MS,CST-6, ,38376,C,163,JAN,0,0,NWS Storm Survey, ,34.85,3080,5,WSW,3,NNW,FORDYKE,32.7003,-90.6783,32.9456,-90.1539,"The tornado moved out of extreme southeast Sharkey County and into west central Yazoo County and gained intensity as it tracked northeast. The tornado caused significant home damage northwest of Satartia, and again as it crossed Highway 3 near the Crupp Community. The tornado then moved through a rural area southwest of Yazoo City, causing major damage or destruction of a number of homes, as well as intense tree damage.  As the tornado approached the intersection of US Highway 49 and Highway 16, on the south side of Yazoo City, it reached its widest point and maximum intensity. Here the rating peaked at EF4 with maximum winds around 170 mph. The tornado had a maximum width of 1.75 miles. Several buildings, including a church and several businesses, were totally destroyed. The tornado continued moving through residential areas on the southeast side of Yazoo City, heavily damaging or destroying numerous homes.  The tornado continued northeast through rural northeastern Yazoo County before it tracked into Holmes County.||A total of four fatalities occurred in Yazoo County. All of the fatalities were individuals who were in mobile homes.","During the midday hours of April 24th, an intense supercell thunderstorm produced a violent, long track tornado, which ripped a path across the center of the NWS Jackson, MS forecast area. This tornado touched down just south of I-20, west of Tallulah, in Madison Parish. The tornado intensified quickly and became large as it tracked at a fast pace to the northeast. The tornado moved at roughly 55 mph and was on the ground for 149 miles. The actual time on the ground was 2 hours and 44 minutes. The tornado touched 9 counties/parishes along it's path with the most significant damage occurring in Madison Parish, Warren, Yazoo, Holmes, Attala and Choctaw Counties. A great deal of the damage was in the EF2 and EF3 range with a couple locations of EF4 damage in Yazoo and Holmes Counties. Maximum winds peaked around 170 mph. Overall, 10 fatalities occurred along with 146 injuries. Five fatalities occurred in Choctaw County, 4 in Yazoo County, and 1 in Holmes County.||As we try and put this tornado into perspective for the state of Mississippi, this long track tornado ranks as the 4th longest in Mississippi history at 149 miles.  It is the widest known tornado with a maximum width of 1.75 miles.  It also ranks as the 9th deadliest tornado with 10 fatalities, making it the most deadly since November 21st 1992.  Lastly, this was the first violent tornado (F4 or greater) in the month of April since April 18th, 1978.",1
+224552,HOLMES CO.,ZEIGLERVILLE,04/24/2010,1133,Tornado, ,EF4,1,40,60000000,4000000,MS,CST-6, ,38376,C,51,JAN,0,0,NWS Storm Survey, ,21.25,2600,2,ESE,3,E,DURANT,32.9456,-90.1539,33.0802,-89.8241,"The tornado continued northeast into rural southern Holmes County, causing intense tree damage and damaging or destroying a number of rural residences. The damage across this area was in the EF3 range. As the tornado moved by the Franklin Community, in rural Holmes county, it again reached EF4 intensity. It completely destroyed two brick homes and heavily damaged or destroyed a number of other homes. The tornado then crossed Interstate 55, causing significant tree damage and blowing a number of vehicles off the road. As the tornado approached the area just south of Durant and crossed US Highway 51, it narrowed and reached one of its weakest points. One fatality occurred in Holmes County.","During the midday hours of April 24th, an intense supercell thunderstorm produced a violent, long track tornado, which ripped a path across the center of the NWS Jackson, MS forecast area. This tornado touched down just south of I-20, west of Tallulah, in Madison Parish. The tornado intensified quickly and became large as it tracked at a fast pace to the northeast. The tornado moved at roughly 55 mph and was on the ground for 149 miles. The actual time on the ground was 2 hours and 44 minutes. The tornado touched 9 counties/parishes along it's path with the most significant damage occurring in Madison Parish, Warren, Yazoo, Holmes, Attala and Choctaw Counties. A great deal of the damage was in the EF2 and EF3 range with a couple locations of EF4 damage in Yazoo and Holmes Counties. Maximum winds peaked around 170 mph. Overall, 10 fatalities occurred along with 146 injuries. Five fatalities occurred in Choctaw County, 4 in Yazoo County, and 1 in Holmes County.||As we try and put this tornado into perspective for the state of Mississippi, this long track tornado ranks as the 4th longest in Mississippi history at 149 miles.  It is the widest known tornado with a maximum width of 1.75 miles.  It also ranks as the 9th deadliest tornado with 10 fatalities, making it the most deadly since November 21st 1992.  Lastly, this was the first violent tornado (F4 or greater) in the month of April since April 18th, 1978.",2
+220277,DEKALB CO.,RODENTOWN,04/24/2010,2301,Tornado, ,EF4,0,5,3000000,0,AL,CST-6, ,37834,C,49,HUN,0,0,NWS Storm Survey, ,16.62,880,3,E,1,ESE,DOG TOWN,34.2203,-85.9602,34.3439,-85.7105,"A long track tornado began it's 16.6 mile path about a half mile west of Hendrixville.  The tornado intensified and knocked several trees down and damaged a chicken farm about 2 miles east northeast of Hendrixville just west of Interstate 59.  The tornado continued sporadically into the town of Collinsville where it knocked three trees down and lifted several canopies at a campground.  The tornado intensified and became violent just northeast of Collinsville reaching EF-4 intensity with winds of 170 mph with a path width of 1/4 to 1/2 miles.  This path impacted areas from Mount Vernon to Dog Town in extreme southeastern DeKalb County.  The tornado destroyed several single wide manufactured homes along County Road 60, between County Roads 822 and 892.  Numerous large trees were snapped or uprooted.  The McNutt Memorial United Methodist Church and a two-story residence across the street were destroyed near the intersection of County Roads 80 and 55.  Oak trees nearby were debarked as well.  The tornado produced structural damage to residences along County Road 79 just west of Highway 176.  The tornado lifted about 1.4 miles east southeast of Dog Town.","Four damaging tornadoes tore tracks through north central and northeast Alabama during the evening and overnight hours of the 24th.   These tornadoes were part of a larger regional tornado outbreak across the lower Mississippi and Tennessee Valleys.   The tornadoes were associated with three separate long track supercell thunderstorms that thrived upon a very unstable and high shear environment.  One of the longer track tornadoes tore through several successive communities with up to EF-3 strength in Marshall and DeKalb Counties, including the towns of Albertville, Geraldine and Pine Ridge, lifting just before reaching Fort Payne.  A tornado from the same storm then touched down again in the Mentone area before crossing the Georgia state line.  Another supercell produced yet another tornado southwest of Collinsville, tracking just a few miles south of the earlier damaging tornado.  This tornado reached EF-4 strength when it completely leveled the McNutt United Methodist Church on County Road 55.    Fortunately, no fatalities occurred with these particular tornadoes, but damages were severe.||In Marshall County, total costs from the tornado had exceeded $14 million, which included 1032 homes experiencing at least some damage, and 93 homes destroyed.  In DeKalb County, damage losses were still being tallied.  Debris removal costs alone have exceeded $3 million.",3
+231948,CLEVELAND CO.,NORMAN,05/10/2010,1632,Tornado, ,EF4,1,32,0,0,OK,CST-6, ,39859,C,27,OUN,0,0,NWS Storm Survey, ,17,880,3,SSE,5,ENE,LAKE THUNDERBIRD DAM,35.1808,-97.4273,35.249,-97.142,"This tornado is labeled #J1, and moved into Pottawatomie County near state highway 9. The tornado a few hundred yards east of the National Weather Center in Norman, Oklahoma. The damage intensity increased gradually along the path with significant damage beginning as the tornado approached Lake Thunderbird. This tornado crossed Lake Thunderbird, severely damaging two campgrounds and the marina where about 300 boats were docked.  The most severe damage occurred from the Little Axe School to the Cleveland/Pottawatomie county line. Trees were stripped of some bark and branches. Large objects were thrown considerable distances, including some concrete pillars. The metal bleachers near the school were tossed or rolled several hundred yards. Some appliances were also lofted as a dryer was found about 50 feet up in a tree. Considerable structural damage also occurred, as some foundation homes were mostly destroyed.  In addition to the damage, one person lost their life as a result of the tornado.","A significant outbreak of severe thunderstorms and tornadoes affected a large part of northern, central, and southern Oklahoma. Tornadoes were most numerous across central and southern Oklahoma, with significant damage occurring over many areas. |Severe thunderstorms erupted by mid afternoon across northern and western Oklahoma. Given the potent combination of ingredients in place, storms began to produce tornadoes quickly after initiation. Storm motions of 50 to 60 mph were common.||During the mid afternoon hours, severe weather was confined to northern Oklahoma. It was there a long track supercell storm produced tornadoes near the Kansas border - including one rated EF3 - from near Wakita to north of Braman.||The capping inversion that had delayed thunderstorm development into central Oklahoma weakened, allowing for explosive supercell development along the dry line along and west of the Interstate 35 corridor. Rapid development and intensification was common with the late afternoon storms, with storms becoming tornadic within a very short time after initiation. This round of storms would directly impact a large part of the Oklahoma City metro area at rush hour, and posed a significant threat to the area. The first tornado in this area occurred in Canadian County.||During the next several hours, tornadoes were clustered around the metro area, and at times there were multiple significant damaging tornadoes occurring simultaneously. Several of the tornadoes had long tracks. Damage from the tornadoes was substantial, with numerous structures, vehicles, trees and power poles/lines significantly damaged or destroyed. One of the more intense tornadoes moved across Lake Thunderbird east of Norman destroying numerous boats.||More storms developed across southwest and south central Oklahoma, and also quickly became tornadic. ||By 9 pm, 35 tornadoes had been reported. While the loss of three lives was tragic, the casualties could have been much higher given the storm's fast motions, their intensity, the time of day and the areas impacted. ||While exact monetary damage figures were not available, it is estimated that losses were in excess of $595 million. At least 450 sustained injuries, most of them minor. Unfortunately three people lost their lives. ||Note: The large number of injuries and tornadoes made it difficult to associate injuries with specific tornadoes. Injury numbers were included when we had confidence in the numbers. ||Note: The complex nature of storm evolutions and interactions made the job of classifying tornadoes difficult. This represents our best scientific assessment based on ground and aerial surveys, data from multiple radars, photographic and video evidence and anecdotal information.",4
+231939,OKLAHOMA CO.,(TIK)TINKER AFB,05/10/2010,1635,Tornado, ,EF4,2,29,0,0,OK,CST-6, ,39859,C,109,OUN,0,0,NWS Storm Survey, ,11,2000,5,ESE,1,SSE,HARRAH,35.377,-97.305,35.47,-97.155,"This tornado is a continuation of the tornado that began in Cleveland County, labeled  #I1. This long-tracked and devastating tornado developed west of I-35, northwest of Max Westheimer airport. Widespread tree, power line/pole damage was reported from near I-35 to the east side of Stanley Draper Lake. Several homes also sustained damage, mainly with mostly roofs receiving significant damage, and some siding was ripped off. Several fences were also knocked down as the tornado moved northeast. From the east side of Lake Stanley Draper, near Hiwassee Road and SE 89th Street, to just south of Harrah, the damage path became more severe and focused. The tree damage became more severe, breaking at various heights of the tree or being uprooted. Walls of homes collapsed, and debris from the homes scattered in all directions. Several 2x4's punctured roofs and ceilings over numerous structures. A few mobile homes in this area were also completely destroyed. Where the tornado crossed I-40, a gas station and drive-in restaurant sustained up to EF3 damage. The most severe damage, one of the two EF4 tornadoes of the day, occurred in the Deerfield West Subdivision. A well-built residence here was completely destroyed, with most exterior and interior walls collapsing. The tornado finally lifted 2 miles south of Harrah. In addition to the incredible damage, two people lost their lives as a result of the tornado.","A significant outbreak of severe thunderstorms and tornadoes affected a large part of northern, central, and southern Oklahoma. Tornadoes were most numerous across central and southern Oklahoma, with significant damage occurring over many areas. |Severe thunderstorms erupted by mid afternoon across northern and western Oklahoma. Given the potent combination of ingredients in place, storms began to produce tornadoes quickly after initiation. Storm motions of 50 to 60 mph were common.||During the mid afternoon hours, severe weather was confined to northern Oklahoma. It was there a long track supercell storm produced tornadoes near the Kansas border - including one rated EF3 - from near Wakita to north of Braman.||The capping inversion that had delayed thunderstorm development into central Oklahoma weakened, allowing for explosive supercell development along the dry line along and west of the Interstate 35 corridor. Rapid development and intensification was common with the late afternoon storms, with storms becoming tornadic within a very short time after initiation. This round of storms would directly impact a large part of the Oklahoma City metro area at rush hour, and posed a significant threat to the area. The first tornado in this area occurred in Canadian County.||During the next several hours, tornadoes were clustered around the metro area, and at times there were multiple significant damaging tornadoes occurring simultaneously. Several of the tornadoes had long tracks. Damage from the tornadoes was substantial, with numerous structures, vehicles, trees and power poles/lines significantly damaged or destroyed. One of the more intense tornadoes moved across Lake Thunderbird east of Norman destroying numerous boats.||More storms developed across southwest and south central Oklahoma, and also quickly became tornadic. ||By 9 pm, 35 tornadoes had been reported. While the loss of three lives was tragic, the casualties could have been much higher given the storm's fast motions, their intensity, the time of day and the areas impacted. ||While exact monetary damage figures were not available, it is estimated that losses were in excess of $595 million. At least 450 sustained injuries, most of them minor. Unfortunately three people lost their lives. ||Note: The large number of injuries and tornadoes made it difficult to associate injuries with specific tornadoes. Injury numbers were included when we had confidence in the numbers. ||Note: The complex nature of storm evolutions and interactions made the job of classifying tornadoes difficult. This represents our best scientific assessment based on ground and aerial surveys, data from multiple radars, photographic and video evidence and anecdotal information.",5
+235969,EDMUNDS CO.,BOWDLE,05/22/2010,1729,Tornado, ,EF4,0,0,0,0,SD,CST-6, ,40558,C,45,ABR,0,0,NWS Storm Survey, ,3.86,1200,2,W,2,NE,BOWDLE,45.45,-99.71,45.4791,-99.642,"An EF2 tornado in eastern Walworth county crossed into western Edmunds county and intensified into a large EF4 tornado as it struck several farms in its path. At the first farm, several large cottonwood trees were uprooted along with damage to several trailers. Three grain bins were also destroyed with debris located several hundred yards to the northeast. The residence suffered some shingle and antenna damage. The tornado then tracked northeast to a second farm where several outbuildings were damaged or destroyed along with widespread tree damage. The main residence at this location suffered no damage. Several grain cars were also rolled about 100 yards into the trees behind the house.||The large tornado continued to track northeast to a third farm to the north of Bowdle. The main residence suffered major damage to walls with part of the roof structure removed. Widespread tree damage was sustained with many of the |trees completely debarked with only the stumps of the largest branches |remaining. Two large garages were completely destroyed with the |concrete slab wiped clean. The vehicles in one garage were |rolled or tossed from 25 to 100 yards away. It is estimated that one |vehicle flew through the air 75 to 100 yards resting in the tree |shelter belt to the north of the residence. Several other outbuildings were completely destroyed.||The tornado then toppled six to eight metal power transmission towers as it moved to the north of the farm. One tower was sheared off from the concrete footings and traveled an estimated 400 yards. Ground scouring was visible along the path of these towers.||The large tornado continued to track east crossing over State Highway 47 where a state radio tower was toppled. The tornado lifted shortly thereafter.  The highest wind speeds were estimated to be from 166 to 200 mph.","Several supercell thunderstorms developed along a very strong warm front and produced nine tornadoes from Akaska to Bowdle to Hecla. The largest of the tornadoes was an EF4 tornado which occurred near Bowdle. This tornado produced devastating damage in the Bowdle area. The other tornadoes ranged from EF0 to EF2 and caused extensive tree and building damage.  Nearly one-hundred power poles were downed along with several high line towers leaving nearly a thousand customers without power. Also, very strong straight line winds and large hail up to the size of golfballs affected parts of the area causing some damage.",6
+239602,WOOD CO.,MOLINE,06/05/2010,2220,Tornado, ,EF4,7,28,100000000,0,OH,EST-5, ,39815,C,173,CLE,0,0,NWS Storm Survey, ,6.5,400,2,SW,1,E,MILLBURY,41.5512,-83.538,41.5716,-83.4153,"A devastating tornado moved across portions of northern Wood County during the late evening hours of June 5th.  The tornado reached a peak intensity of EF4 and was responsible for the deaths of seven people.  Five of the victims died immediately with the other two passing away from their injuries at later dates.  The initial touchdown occurred east of Perrysburg along Oregon Road just to the north of the Ohio Turnpike.  The tornado then moved east northeast toward Toledo Metcalf Field as an EF0 to EF1.  The tornado intensified to an EF2 as it crossed East Broadway Street.  Over two dozen homes in a neighborhood bordered by East Broadway to the west and State Route 795 to the north and east were heavily damaged or destroyed.  The worst of the damage was along Shawnee and Neill Avenues in this neighborhood.  The tornado then crossed State Route 795 and followed the highway toward Metcalf Field.  The tornado intensified to EF3 at that time.  Several homes along Moline-Martin Road were destroyed between State Route 795 and Metcalf Field.  An occupant of one of the homes, an 87 year old man, was injured by the tornado and later died.  As the tornado approached Metcalf Field it crossed a railroad yard and overturned a couple dozen railroad cars.  The tornado then moved across the southern end of the airport grounds and destroyed the Lake Township Administrative and Police Department building located just northwest of the intersection of Cummings Road and State Route 795.  A 20 year old female was killed by the tornado just outside of the police department.  She had left her vehicle along with her boyfriend and child to seek refuge in the police station.  She was caught outside and was reportedly killed by flying debris.  At the police station, the tornado destroyed at least six police vehicles and one emergency response vehicle. The emergency response vehicle was found over 1000 feet away from its original position. One police vehicle was found wrapped around a large tree. After doing extensive damage to an agricultural business, the tornado struck the Lake Local School District complex along State Route 795 and Lemoyne Road.  Lake High School took a direct hit from the tornado and was damaged enough to be considered destroyed.  The nearby middle and elementary schools sustained considerable roof damage.  The high school gymnasium was scheduled to hold a commencement ceremony for the graduating senior class on June 6th.  Large sections of the gymnasium collapsed.  A field house, cafeteria and auditorium adjacent to the high school were destroyed.  At least eight school buses were overturned and destroyed by the tornado.  The tornado continued to move parallel to and just north of State Route 795 at EF3 intensity.  A 56 year old female was killed by flying debris while driving her car on State Route 795 near the school complex.  The woman's daughters were following in another car which was also destroyed.  The daughters both sustained minor injuries.  The tornado continued east northeast and crossed Interstate 280 just north of the State Route 795 interchange before moving across open fields for about a mile.  The tornado may have briefly weakened to EF2 intensity, but then strengthened back to EF3 intensity as it crossed Bradner Road to the west of Millbury.  The tornado destroyed several homes in a neighborhood bordered by Bradner Road to the west and Cherry Street to the south.  A 47 year old man was killed in house on Case Road in this neighborhood.  The man's daughter was the valedictorian of the graduating senior class at Lake High School which was destroyed by the tornado.  The tornado then intensified to EF4 as it approached Main Street on the north side of Millbury.  Over a dozen homes were destroyed or heavily damaged along Main Street.  A 36 year old woman and her four year old son were killed in one of the destroyed homes on Main Street.  The woman's 37 year old husband died on June 12th from injuries sustained from the tornado.  Several more homes were destroyed or heavily damaged on Hille Drive and Woodville Road before the tornado crossed North Fostoria Road and moved into Ottawa County as a weak EF3 or strong EF2 tornado.   This tornado was on the ground for around six and a half miles in Wood County and destroyed or heavily damaged over 60 homes.  Dozens of additional homes sustained minor damage with another couple hundred homes affected by the storm.  Dozens of vehicles were also destroyed.  Hundreds of trees were toppled or snapped by the tornado along the damage path which was up to 400 yards in width.  The tornado debarked some of the larger trees along the damage path.  At least one high tension utility pole was toppled by the tornado and widespread power outages occurred in Millbury and Walbridge.   Damage to the Lake Township infrastructure was estimated at five million dollars with tens of millions of losses to the Lake Local School District. The exact number of injuries caused by this tornado is unknown, but at least 17 people had to be hospitalized in nearby Toledo.  Debris from this tornado has been found dozens of miles away, including on some of the islands in western Lake Erie.","A stationary frontal system stretched across the lower Great Lakes on the morning of Saturday, June 5th.  This resulted in a very warm and humid airmass over northern Ohio.  Outflow boundaries from earlier storms interacted with the stationary front to initiate thunderstorm development during the afternoon hours across inland northern Ohio.  One of the stronger thunderstorms produced tornadoes in Richland and Holmes Counties.  There were also a few reports of straight line thunderstorm wind damage.  A rapidly deepening area of low pressure moved quickly east across southern lower Michigan during the evening hours.  This low eventually moved across Lake Erie during the early morning hours of the 6th.  Showers and thunderstorms developed across northern Indiana during the evening hours.  These storms intensified and moved east along the stationary front and into Northwest Ohio.  A devastating EF4 tornado developed over Wood County a little before midnight.  This tornado moved into Ottawa County before dissipating.  Seven people were killed and dozens of homes destroyed by the tornado.  A weaker tornado also moved across portions of Lucas County.  A third round of storms developed during the early morning hours of the 6th ahead of a cold front trailing the low.  These storms moved across northern Ohio and produced pockets of damage.  An EF1 tornado occurred in Ashtabula County around daybreak.  A total of five tornadoes occurred in northern Ohio on June 5th and 6th.  These tornadoes killed seven people, injured dozens and destroyed or damaged over a 100 homes.  A school and a public administration building were also leveled.  Damage estimates easily topped $100 million.",7
+245530,OTTER TAIL CO.,URBANK,06/17/2010,1445,Tornado, ,EF4,1,5,0,0,MN,CST-6, ,42071,C,111,FGF,0,0,NWS Storm Survey, ,38,2288,5,ESE,5,S,HILLVIEW,46.11,-95.425,46.6147,-95.25,"This tornado began in Douglas County, Minnesota. It moved northward into Otter Tail County and produced an additional 38 miles of continuous damage path. The tornado destroyed numerous homes and farmsteads along its path, completely sweeping 7 homes from their foundations. At times, this multi-vortex tornado complex consisted of multiple tornadic tubes pivoting around a common center. Peak winds were estimated at 175 mph.","Conditions were ripe by the afternoon of the 17th for a major severe weather outbreak. A surface low had moved into east central North Dakota with an occluded front extending to the southeast. Warm and humid air was in place ahead of the front, with a much drier airmass pushing in behind it. The 500mb low was located over northwest North Dakota with a nice southwest to northeast upper jet pushing into eastern North Dakota. Two lines of convection formed by late afternoon, one from Roseau County down toward Eastern Otter Tail County and the other over east central North Dakota. Nearly all the cells that formed took on a classic hook shape with rotation very evident on radar imagery. Multiple tornado warnings were issued before the event wound down by mid evening. The strongest tornadoes were determined to be EF4 tornadoes, two in west central Minnesota and one in northeast North Dakota.",8
+245496,TRAILL CO.,PORTLAND JCT,06/17/2010,1449,Tornado, ,EF4,0,1,0,0,ND,CST-6, ,42070,C,97,FGF,0,0,NWS Storm Survey, ,9,150,3,SE,2,SE,HATTON ARPT,47.54,-97.3,47.68,-97.32,"The tornado tracked northward for nearly 9 miles to about 12 miles north of Mayville by 405 PM CDT and crossed into Grand Forks County. It then continued for another 8 miles to around 10 miles west of Thompson by 418 PM CDT, for a total track length of nearly 17 miles. Trees in shelterbelts and farmsteads were snapped, uprooted, or sheared off. One well constructed house near Holmes was completely swept from its foundation and destroyed. Peak winds were estimated at 185 mph. A farm shop about five and one-half miles north of Mayville was hit by the tornado, destroying the shop. A man inside survived with cuts on his hand.","Conditions were ripe by the afternoon of the 17th for a major severe weather outbreak. A surface low had moved into east central North Dakota with an occluded front extending to the southeast. Warm and humid air was in place ahead of the front, with a much drier airmass pushing in behind it. The 500mb low was located over northwest North Dakota with a nice southwest to northeast upper jet pushing into eastern North Dakota. Two lines of convection formed by late afternoon, one from Roseau County down toward Eastern Otter Tail County and the other over east central North Dakota. Nearly all the cells that formed took on a classic hook shape with rotation very evident on radar imagery. Multiple tornado warnings were issued before the event wound down by mid evening. The strongest tornadoes were determined to be EF4 tornadoes, two in west central Minnesota and one in northeast North Dakota.",9
+245497,GRAND FORKS CO.,HOLMES,06/17/2010,1505,Tornado, ,EF4,0,0,0,0,ND,CST-6, ,42070,C,35,FGF,0,0,NWS Storm Survey, ,8,150,3,SSW,10,W,THOMPSON,47.68,-97.32,47.78,-97.3154,"This tornado began in Traill County about 3 miles north-northeast of Mayville at 349 PM CDT. The tornado crossed into Grand Forks County and tracked for an additional 8 miles to about 10 miles west of Thompson. The total track length was roughly 17 miles. One well constructed house near Holmes was completely swept from its foundation and destroyed along with several other farm buildings. Peak winds were estimated at 185 mph.","Conditions were ripe by the afternoon of the 17th for a major severe weather outbreak. A surface low had moved into east central North Dakota with an occluded front extending to the southeast. Warm and humid air was in place ahead of the front, with a much drier airmass pushing in behind it. The 500mb low was located over northwest North Dakota with a nice southwest to northeast upper jet pushing into eastern North Dakota. Two lines of convection formed by late afternoon, one from Roseau County down toward Eastern Otter Tail County and the other over east central North Dakota. Nearly all the cells that formed took on a classic hook shape with rotation very evident on radar imagery. Multiple tornado warnings were issued before the event wound down by mid evening. The strongest tornadoes were determined to be EF4 tornadoes, two in west central Minnesota and one in northeast North Dakota.",10
+245557,OTTER TAIL CO.,BLUFFTON,06/17/2010,1559,Tornado, ,EF4,0,0,0,0,MN,CST-6, ,42071,C,111,FGF,0,0,Trained Spotter, ,2,1936,5,SSE,5,SE,BLUFFTON,46.41,-95.18,46.43,-95.15,"This tornado touched down in Otter Tail County and tracked northeastward for about 2 miles before crossing into Wadena County just southwest of the Wadena city limits. The tornado developed rapidly into a multi-vortex wedge type tornado as it approached Wadena. The tornado continued in Wadena County another 8 miles and ended about 516 PM CDT. Otter Tail County received mainly extreme tree damage with peak winds estimated at 170 mph.","Conditions were ripe by the afternoon of the 17th for a major severe weather outbreak. A surface low had moved into east central North Dakota with an occluded front extending to the southeast. Warm and humid air was in place ahead of the front, with a much drier airmass pushing in behind it. The 500mb low was located over northwest North Dakota with a nice southwest to northeast upper jet pushing into eastern North Dakota. Two lines of convection formed by late afternoon, one from Roseau County down toward Eastern Otter Tail County and the other over east central North Dakota. Nearly all the cells that formed took on a classic hook shape with rotation very evident on radar imagery. Multiple tornado warnings were issued before the event wound down by mid evening. The strongest tornadoes were determined to be EF4 tornadoes, two in west central Minnesota and one in northeast North Dakota.",11
+245562,WADENA CO.,WADENA,06/17/2010,1602,Tornado, ,EF4,0,20,0,0,MN,CST-6, ,42071,C,159,FGF,0,0,Storm Chaser, ,8,1936,2,SW,7,NE,WADENA,46.43,-95.15,46.5216,-95.026,"This multi-vortex wedge tornado began in Otter Tail County about 3 miles southwest of the city of Wadena at 459 PM CDT. It tracked for about 2 miles in Otter Tail County, then it continued for another 8 miles in Wadena County. The tornado ravaged the western half of the community of Wadena. Numerous homes were flattened to the ground and at least one was completely swept from its foundation and destroyed. Public and industrial buildings were wrecked, the fairgrounds were damaged, and headstones in the cemetery were overturned. School buses and vehicles were propelled through the air for hundreds of yards. The tornado hit on the day of the Wadena all-school reunion, so many additional people were in the area. Roughly 100 people were displaced from their homes. Peak winds were estimated at 170 mph.","Conditions were ripe by the afternoon of the 17th for a major severe weather outbreak. A surface low had moved into east central North Dakota with an occluded front extending to the southeast. Warm and humid air was in place ahead of the front, with a much drier airmass pushing in behind it. The 500mb low was located over northwest North Dakota with a nice southwest to northeast upper jet pushing into eastern North Dakota. Two lines of convection formed by late afternoon, one from Roseau County down toward Eastern Otter Tail County and the other over east central North Dakota. Nearly all the cells that formed took on a classic hook shape with rotation very evident on radar imagery. Multiple tornado warnings were issued before the event wound down by mid evening. The strongest tornadoes were determined to be EF4 tornadoes, two in west central Minnesota and one in northeast North Dakota.",12
+231404,FREEBORN CO.,MANSFIELD,06/17/2010,1733,Tornado, ,EF4,1,14,0,0,MN,CST-6, ,38893,C,47,MPX,0,0,NWS Storm Survey, ,16.91,1760,1,WNW,2,W,HARTLAND,43.5755,-93.6404,43.8037,-93.5181,"The tornado initially moved northeast to approximately 3.5 miles west of Conger, where at about (43.6156, -93.6015), it began to move more to the east-northeast. West of Armstrong, at about (43.6597, -93.4938), it began tracking nearly due north to just west of Manchester, where at about (43.7357, -93.4801), it began to move to the north-northwest, before dissipating 1.5 miles west of Hartland.  Accounting for the changes in direction of this track, the actual path length covered by the tornado was 19.95 miles.||Near 180th Street and County Road 2, a home was likely in the outer circulation of the tornado, as it sustained some roof and siding damage.  A barn was also destroyed to its brick foundation and a car was also flipped over lengthwise. Some evidence of tree debarking was noted.  The tornado continued to the northeast and caused extensive crop damage approximately 500 yards in width. Near County Roads 17 and 63, the tornado intensified to produce EF-3 damage, impacting a farmstead and causing the complete destruction of three swine barns and the loss of 12 head of swine. Two empty grain bins were completely blown away at this location. The house at this location had some roof damage but appeared to be northwest of the main tornado path. Approximately 100 feet northeast of the house, a 150 foot tripod style wind turbine tower was twisted and toppled. This location also marked the beginning of crops being completely raked, with only stalks of corn left, and soybean fields being almost unrecognizable.||After passing through this farmstead the tornado took a more easterly path across County Road 63, and maintained EF-3 strength. After passing County Road 63, another farmstead was hit, and two empty harvester silos were toppled.  The tornado continued to the northeast across County Road 4, where continued raking of the fields was noted with significant deposition of debris along the tornado path. Numerous trees were toppled at County Road 89 where it turns to the north. The tornado continued to the north-northeast, grew to 1000 yards, and around 1750 LST impacted a farmstead along County Road 12 two miles north of Conger, where EF-4 damage was observed. The house at this location was completely destroyed, as was the barn and several other buildings. Extensive tree damage was noted with nearly all branches being removed from the trunks.  Debarking of trees was widespread at this location. A car was also tumbled a distance of 3200 feet, coming to rest in a field east of County Road 12.||The tornado continued to the northeast across County Road 69 and County Road 46, where it weakened slightly to EF-3 intensity. As it crossed County Road 46, a house was rotated off the foundation. The tornado was approximately 700 yards wide at this point. To the north-northeast, a swine barn was destroyed with sheet metal being carried off to Interstate 90. At this same time, a satellite tornado developed and caused damage in the town of Armstrong (see separate entry).||The main tornado continued to the north-northeast and was 500 yards in width. The tornado crossed County Road 74 and caused EF-2 damage to three farmsteads. One farmstead with a manufactured home was hit, resulting in one fatality and one severe injury.  The tornado crossed Interstate 90 just west of County Road 14 as it grew to one third of a mile in width and re-strengthened to EF-3 intensity. Several farmsteads saw significant damage between Sugar Lake and County Road 14, with a house and two barns completely destroyed. From this point the tornado continued to the north, growing to one mile in width. Around 1800 LST, a house and barn were destroyed approximately one mile west of Manchester on County Road 25, where extensive tree and structural damage was also noted at several properties in the area. Additionally, west of this tornadic damage, a separate area of tree and structural damage was caused by strong thunderstorm winds associated with a rear flank downdraft (see separate entry).||About one mile north, the tornado weakened slightly to EF-2 Intensity, where it damaged three full grain bins near County Road 29. The tornado was approximately 1300 yards at this point.  Further north, at County Road 95, the tornado continued to weaken, although a farmstead still received EF-1 damage to trees and structures.  Finally, the tornado continued north and began to narrow and weaken. It dissipated west of Hartland. One person was killed and 14 injured from this tornado.","Several strong storms developed in west-central Minnesota during the mid afternoon hours of June 17th.  ||These storms quickly become severe and produced softball size hail northwest of Alexandria and a tornado near Leaf Valley that became the EF-4 that moved through Wadena, Minnesota.  ||By the late afternoon, numerous thunderstorms developed across southern Minnesota along the leading edge of extreme instability. ||Numerous funnel cloud reports and a few brief tornado touchdowns were noted prior to 5 pm, but once the low level shear (0-1 km) increased significantly from 15 knots, to over 35 knots, strong tornadoes developed along the Iowa border.| |These storms along the Iowa border produced a series of long-lived tornadoes near Albert Lea, Minnesota. Very large hail also accompanied some tornadoes along with flash flooding.",13
+245834,OSCEOLA CO.,SIBLEY,06/25/2010,2110,Tornado, ,EF4,0,13,3000000,0,IA,CST-6, ,42126,C,143,FSD,0,0,NWS Storm Survey, ,8.47,800,5,W,2,N,CLOVERDALE,43.404,-95.8605,43.377,-95.696,"A tornado, moving into Osceola County from Lyon County, destroyed at least two houses, injuring two people in one of them. the tornado also destroyed several garages and severely damaged several other homes, destroyed at least 4 hog confinement buildings, several barns and silos, and numerous outbuildings. The tornado destroyed three vehicles that had been parked under an Iowa Highway 60 overpass, injuring 11 people in the vehicles, and removing the engine from one of the vehicles. The tornado damaged power lines, causing power outages, and caused damage to trees and crops. The tornado also destroyed a shelter belt and severely damaged heavy farm equipment, removing the wheels from some of the vehicles. Much of the damage occurred a short distance west to south of the town of Sibley.","Thunderstorms produced tornadoes, one that caused considerable damage and at least two injuries along a 14 mile path, along with damaging winds, in northwest Iowa during the evening of June 25th.",14
+239944,RICHLAND CO.,TYLER,08/07/2010,1725,Tornado, ,EF4,0,0,0,0,ND,CST-6, ,41239,C,77,FGF,0,0,Trained Spotter, ,2.5,600,3,SSW,3,SSE,TYLER,46.11,-96.63,46.11,-96.563,"This tornado touched down south of Tyler and tracked to the east for roughly 2.5 miles before crossing the Bois de Sioux River into Wilkin County, Minnesota. In Wilkin County, the tornado continued for another 2.5 miles and lifted about 650 pm CDT. The total track length was about 5 miles and peak winds were estimated at 175 mph.","By late in the day on the 7th, an east-west lying warm front had set up just north of the South Dakota border, extending eastward into west central Minnesota. South of the warm front, temperatures were in the mid to upper 80s with dew points in the lower 70s. Thunderstorms formed along and north of the warm front and several produced tornadoes.",15
+239948,WILKIN CO.,DORAN,08/07/2010,1737,Tornado, ,EF4,0,0,0,0,MN,CST-6, ,41241,C,167,FGF,0,0,NWS Storm Survey, ,2.5,600,5,SW,3,SW,DORAN,46.13,-96.563,46.1544,-96.5169,"This tornado began in Richland County, North Dakota, at 625 pm CDT, where it had a path length of 2.5 miles. It continued in Wilkin County, Minnesota, where it finally lifted about 2.5 miles southwest of Doran. The total path length was roughly five miles and peak winds were estimated at 175 mph.","By late in the day on the 7th, an east-west lying warm front had set up just north of the South Dakota border, extending eastward into west central Minnesota. South of the warm front, temperatures were in the mid to upper 80s with dew points in the lower 70s. Thunderstorms formed along and north of the warm front and several produced tornadoes.",16
+263493,WINN PAR.,ATLANTA,11/29/2010,1512,Tornado, ,EF4,0,0,750000,0,LA,CST-6, ,45412,C,127,SHV,0,0,NWS Storm Survey, ,13.96,400,3,W,0,SW,WINNFIELD JOYCE ARPT,31.7947,-92.808,31.9479,-92.6528,"Numerous trees were snapped near the intersection of Collier and Water Well Roads. The tornado then crossed Gum Springs Road, where it completely destroyed one well-built two story brick home and an adjacent brick garage. The home was approximately 4000 sq. ft in size, built in 1997, and its destruction was the basis of the EF-4 rating. Many of the nearby trees were completely snapped, with several near the home snapped off at the base. One single wide mobile home was also destroyed, with its remnants blown into a wooded area about 300 yards away. Another nearby home was moderately damaged, while two other homes suffered minor damage. The tornado then crossed into an open field, before entering a heavily wooded area, traveling northeast across Highways 84 and 167, where sporadic minor tree damage was observed just west and north of Winnfield.  Maximum winds are estimated around 170 mph, with a maximum width of 400 yards.","A potent...upper level short wave accompanied a prefrontal feature during the afternoon hours of November 29th across north central Louisiana.  These thunderstorms developed in a weakly unstable airmass across the region.  However...there was strong wind shear present...especially in the lowest 3 kilometers of the atmosphere.  A broken line of thunderstorms developed across east central Texas into northwest Louisiana along the prefrontal trough axis.  These thunderstorms quickly became supercells.  One of these storms produced a significant tornado in Winn Parish which traveled northeast and dropped again in southern Ouachita Parish.  Other storms downed powerlines in northwest Louisiana and minor flooding problems.",17
+283450,POCAHONTAS CO.,VARINA,04/09/2011,2054,Tornado, ,EF4,0,0,2500000,0,IA,CST-6, ,48468,C,151,DMX,0,0,NWS Storm Survey, ,3.2,587,5,NNE,6,SSW,WARE,42.7293,-94.8557,42.721,-94.7937,"An intense EF4 satellite tornado on the west flank of a large wedge tornado passing through western Pocahontas county.  This tornado approached from the northwest and completely destroyed a home leaving little debris at the site.  Grove of mature hardwood trees near the home was decimated and debarked and a large combine in the machine shed was tossed and rolled several hundred feet.  This tornado also absorbed the circulation of an EF2 satellite tornado.","A very dynamic weather pattern set up over the central U.S. during the day on the 9th. A deep trough formed aloft over the southeast U.S. with a strong southwest flow setting up over Iowa at all levels.  During the afternoon and evening, the low level jet increased steadily and reached 50 to 70 kts by midnight.  Considerable moisture advection took place with surface dewpoints rising into the low to middle 60s by evening.  A strong warm front lifted north into Iowa during the afternoon.  By the early evening hours it extended from west central Iowa into the east central and southeast counties of the state.  This front served as a focusing mechanism for thunderstorm development.  A strong elevated mixed layer was in place over the state during the afternoon of the 9th.  This kept convection from developing until the evening hours.  The freezing level was quite high for mid April, around 13,000 feet.  By early evening, at the initiation of storm development, the atmosphere had become very unstable.  Lifted indices were in the -9 to -12 C range with elevated CAPE feeding into the state in the 3000 to 5000 J/kg range.  The atmosphere was very sheared with effective shear of 60 to 65 kts.  As the moisture increased, precipitable water values increased to between 0.8 and 1.1 inches.  There was considerable downdraft CAPE available, with 1100 J/kg available.  CAPE in the -10 to -30 C layer of the atmosphere was between 500 and 1000 J/kg.  The effective helicity in the low layers of the atmosphere was around 800 J/Kg.  The LCL was around 1250 meters.  Thunderstorms developed along the warm frontal boundary during the very late afternoon and evening hours.  The storms formed more as discrete supercells rather than forming into a line.  The strongest supercells moved through Onawa County along the northern Crawford County line into Sac County.  Another strong supercell moved through Kossuth County.  In addition to the tornadoes that occurred, there were scattered reports of hail ranging from golf ball to baseball size with the storms.  There were a few reports of wind damage, however most of the damage that occurred was tornadic in nature.  On the north edge of the storms, what appeared to be a gravity wave lifted northeast along the back side of the line.  It produced a wind gust of near 60 MPH for a short period of time in Emmet County.  Several tornadoes touched down across western into northwest Iowa.  In Sac County, an EF3 tornado touched down with peak winds of 140 MPH. The path length was about 13 miles long and reached a mile in width at its widest.  The tornado began north of Odebolt and ended about 6 miles northwest of Early.  Damage was done to a farmstead and one home was totally destroyed.  Shortly before that, a tornado touched down in Crawford County from northwest of Ricketts to to about 4 miles northeast of Schleswig.  Damage was done to farmsteads along its path.   Another tornado touched down in Sac County northwest of Odeboldt and tracked to just northeast of Early.  This tornado had winds of 132 MPH, EF2 strength, with a half mile wide peak width.  It was on the ground for about 13 miles.  In what was the longest tornado track of the day, about 30 miles in length, a tornado touched down just west of Nemaha and tracked to about 3 1/2 miles southwest of Havelock through Sac, Buena Vista, and Pocahontas Counties.  The tornado was EF3 in strength and had a peak width of 2 to 3 miles.  Major damage occurred along the route with hog buildings destroyed, several farmsteads damaged or destroyed, and residential damage reported.  A turkey containment was destroyed, with the building completely removed.  Numerous hogs died in the tornado was well.  There were at least 4 satellite tornadoes associated with this long track tornado.  Two of the satellite tornadoes were a cyclonic/anticyclonic pair as they pushed north into Pocahontas County.  Another tornado, related to the same parent cell, tracked southeast and crossed paths with the long track tornado in Pocahontas County.  This tornado had peak winds of 170 MPH and was rated EF4.  Several farmsteads were destroyed by the tornado.  The path width was nearly 600 yards wide.  Yet another tornado touched down in Sac County northwest of Nemaha, and tracked to about 9 miles northeast of Nemaha.  It was on the ground for about 12 miles and had a peak width of 1/2 mile.  Damage was done to farms and a hog confinement building.  In Kossuth County, a tornado touched down briefly south of Algona and was on the ground for about a mile.  It was 200 yards wide and was EF1 strength with 90 MPH winds.  A smaller tornado touched down briefly southwest of Algona in Kossuth County.  Damage occurred to a hog confinement building and to power lines.  Following the NWS storm survey, there were two other tracks of EF-0 strength tornadoes discovered.  One occurred in farm fields of Sac County, north-northwest of Odebolt.  The path was about a mile long and 200 yards wide at its widest, with peak winds estimated at 65 MPH.  The tornado had an erratic track which actually looped back on itself.  Another tornado touched down in farm fields in Pocahontas County.  It was also an EF-0 tornado with a path length of about 2.5 miles and maximum width of 250 yards.  Winds with the tornado were around 100 MPH.  Governor Terry Branstad proclaimed a State Disaster Declaration for Buena Vista, Sac, Calhoun, and Pocahontas Counties.",18
+317910,ST. LOUIS CO.,VIGUS,04/22/2011,1859,Tornado, ,EF4,0,5,250000000,0,MO,CST-6, ,52847,C,189,LSX,0,0,NWS Storm Survey, ,15.39,880,1,WNW,1,ESE,RIVERVIEW,38.7364,-90.4863,38.746,-90.201,"During the evening of Friday April 22nd, an intense supercell thunderstorm produced a long-track tornado which tore a path of destruction from west to east across the St. Louis Metropolitan Area, from St. Louis County Missouri eastward through the far northern portions of the City of St. Louis, then across the Mississippi River into Madison County Illinois. The tornado reached a maximum intensity of EF4 on the Enhanced Fujita Scale as it tracked through the community of Bridgeton, just west of Lambert St. Louis International Airport, in St. Louis County. The total path length was 21.3 miles, with a width of up to half a mile.||The tornado initially touched down along the northern edge of Creve Coeur Lake at approximately 759 pm.  It tracked nearly due east at about 40 mph, and intensified as it entered Maryland Heights. There it produced up to EF3 damage to many homes and businesses with a damage swath of 200 to 400 yards wide.  Damage continued eastward in an unbroken track, crossing I-270 about 1 mile south of I-70. The tornado reached peak intensity of EF4 as it devastated the community of Bridgeton along Old St. Charles Road.  From there the tornado paralleled Interstate 70 through the community of St. Ann, and then took aim directly on Lambert-St. Louis International Airport.  Many of the large windows in the main terminal building were blown out or damaged by flying debris and a large section of roof was peeled from Concourse C.  Although the vast majority of people were evacuated to lower levels and to interior rooms before the tornado hit, five people were treated and released from area hospitals for injuries due to flying debris. The airport was closed due to the extensive damage.  Damage at the airport was estimated to be between $35 to 40 million.|    |The tornado exited Lambert-St. Louis International Airport crossing near the McDonnell Boulevard/Harmon Lane intersection.  It then moved into Berkeley where it crossed Interstate 170 between Airport Road and Scudder Avenue. Extensive damage was noted along Fourth Avenue, especially at the Garfield Avenue and Hancock Avenue intersections where a vacant house and several homes lost their entire roof structure. The greatest damage in this neighborhood was rated EF2.  The tornado continued to the northeast through neighborhoods south of Airport Road producing significant tree damage including many large trees falling on homes.  The tornado then crossed Airport Road near Abston Street.  The tornado crossed North Florissant Road where it caused extensive roof damage to the Newger Materials building and the First Baptist Church of Ferguson.  Across the road, a Little Caesars Restaurant lost its entire roof. Damage to these structures was rated EF1. The tornado then continued through neighborhoods along and just the north of Hereford Avenue/Chambers Road where it continued to cause extensive tree damage as well as additional partial roof damage to homes along the path toward West Florissant Road.  Also along this part of its path, it partially removed the roof at the Griffith Elementary School which was rated as EF1. This is also where the tornado widened to one quarter of a mile with damage noted to trees and some homes on both sides of Chambers Road.  Along the entire path from Berkeley to Dellwood, damage varied in intensity from EF1 to low end EF2 with a maximum estimated wind speed of 120 mph, and included numerous snapped power poles in addition to the extensive number of snapped and downed trees.||EF2 damage was uncovered at three different locations east of Dellwood. One area was located one quarter mile south of Chambers Road on Halls Ferry Road where four large utility poles were snapped. The second area of EF2 damage was located a quarter of a mile south of Chambers Road along Bellefontaine Road where significant tree damage occurred. The last area of damage was located in Bellefontaine Neighbors just south of Chambers Road on La Roux Court. Roofs were removed from three homes at this location, while other homes sustained varying degrees of damage.  The width of the damage area varies from 100 yards to four tenths of a mile with the widest area of damage east of Halls Ferry and south of Chambers Road. ||The tornadic damage continued as the tornado traveled eastward south of Chambers road, crossing into the far northern portions of the city of St. Louis. The majority of the damage in this area was rated EF1 due to fallen trees. Some of these trees fell on homes while a few others fell through homes causing damage not directly relating to the intensity of the wind within the tornado.  ||Overall, in St. Louis County, 233 structures (homes and businesses) sustained major damage, 776 structures sustained moderate damage, and 1,487 structures sustained minor damage.  Estimated dollar amount damage is $250 million.","A strong cold front moved through region. With plenty of moisture, instability and decent low level shear, severe storms developed along the Interstate 70 corridor in Missouri and Illinois.  Numerous reports of large hail and 5 tornadoes occurred with this event.  One of the tornadoes was a long track one that moved through the St. Louis metropolitan area with it being rated an EF4, with only a few minor injuries and no deaths. Also, quite a bit of rain fell during this event and caused flash flooding.  The flash flooding persisted for several days as additional rounds of heavy rain fell over the same region through the 26th of April.",19
+309257,NESHOBA CO.,LONGINO,04/27/2011,1330,Tornado, ,EF5,0,0,500000,0,MS,CST-6, ,51541,C,99,JAN,0,0,NWS Storm Survey, ,13.33,900,1,W,7,NE,CENTER,32.7992,-89.1088,32.902,-88.9145,"This tornado caused a path of extensive damage in northeast Neshoba, extreme northwest Kemper, extreme southeast Winston, and southwest Noxubee Counties. The most intense damage occurred in a several mile area from extreme northeast Neshoba County into extreme southeast Winston County. Much of the damage in the core of the tornado in this area was rated as high end EF-3 to EF-5. The three fatalities occurred in northwest Kemper County when a strapped down double-wide mobile home was thrown a distance of approximately 300 yards into a treeline, and then obliterated with the debris and framing scattered many hundreds of yards down the path. There was no indication of ground impacts between the original site of the mobile home and where it ended up to indicate that the mobile home bounced extensively as it traveled. Two traditional frame brick homes in southeast Winston County were completely leveled with only a few small parts of interior walls standing. New vehicles were thrown or rolled hundreds of yards before being wrapped into trees and left almost beyond recognition. In parts of northeast Neshoba and northwest Kemper Counties, there was very high end tree damage with extensive denuding and debarking of trees, along with areas where the ground was scoured out to a depth of two feet in places, and asphalt was scoured off pavement. Maximum sustained winds were estimated at 205 mph. Total path length was 29 miles.||This was the first EF-5 tornado in Mississippi since the Candlestick Park tornado on May 3, 1966. Additionally, this was the first time since statistics have been kept that two EF-5 tornadoes have been recorded on the same day in Mississippi, with the tornado in Smithville also rated as an EF-5.","A historic outbreak of tornadoes across the Ark-La-Miss began late on Tuesday, April 26th continuing into the early morning hours of Wednesday, April 27th. The event ramped up again during the early afternoon of April 27th continuing into the early evening.  The activity on April 26th began as supercell thunderstorms producing large hail and tornadoes across northeast Texas and portions of Arkansas before evolving into a squall line as it moved east. This line of storms had multiple stages of evolution and moved across several states before dissipating. This line was very efficient in producing wind damage as it pushed east. More impressively, this line was responsible for 23 of the 32 tornadoes that occurred across the Ark-La-Miss during this event. Of those 23, 12 were rated as strong (EF2, EF3) tornadoes and had fairly long path lengths.||The atmosphere reloaded quickly Wednesday morning and became increasingly favorable for more severe storms by early afternoon. The driving force for the activity Wednesday afternoon was a potent shortwave and deep surface low that intensified during the day. The winds in the mid levels of the atmosphere increased to 80-100 mph helping to deepen the surface low further, which in turn caused the low level winds to become stronger. The wind shear caused by the turning of the winds from south near the surface to westerly aloft was at rare levels for late April over the Deep South. In addition, an abundance of low level moisture returned to the area in wake of the morning complex. Sunny skies during the morning interacted with the high levels of low level moisture eventually leading to a very unstable air mass by early afternoon. The result was an extremely rare mix of instability and wind shear. These ingredients, along with lift from a potent upper disturbance, ultimately led to the historic tornado outbreak of April 27, 2011.||By early afternoon, several discrete supercell thunderstorms were developing across central and eastern Mississippi. It did not take long for these storms to take on ���classic��� supercell structures and begin producing tornadoes. The first tornado of the afternoon started in Neshoba County on the north side of Philadelphia. This tornado ended up producing EF-5 damage and tracked for 29 miles across Neshoba, Kemper, Winston and Noxubee Counties. Through the rest of the afteroon multiple tornadoes developed, stemming from multiple supercell storms. Nearly all of the storms produced tornadoes, with many of them long track and significant. The other violent tornado to impact the Jackson, MS forecast area occurred across Smith, Jasper, and Clarke Counties. This tornado continued into Alabama and had a total path length of 124 miles across both states.||Loss of life during this historic event was staggering. Unfortunately, 321 people lost their lives making this the second deadliest tornado outbreak in U.S. history. The March 18, 1925 Tri-State tornado outbreak is first with 747 fatalities. This marks the first EF-5 tornado in Mississippi since the Candlestick Park tornado on May 3, 1966, and this marks the first time since statistics have been kept that two EF-5 tornadoes have been recorded on the same day in Mississippi, with the tornado in Smithville also rated as EF-5. Incredibly, 4 tornadoes had path lengths over 100 miles across the southern states during this event, and all 4 of these were rated either EF-4 or EF-5.",20
+301943,CULLMAN CO.,CRANE HILL,04/27/2011,1340,Tornado, ,EF4,1,0,0,0,AL,CST-6, ,50516,C,43,HUN,0,0,NWS Storm Survey, ,25.75,880,3,SE,3,E,COUNTY LINE,34.0757,-87.0097,34.3054,-86.6549,"A violent long track tornado developed on the north side of Lewis Smith Lake along County Road 310 where some light damage was found.  The tornado tracked northeast snapping numerous large trees and causing significant structural damage to residences along County Roads 222 and 436 near Grandview.  The tornado tracked northeast into the city of Cullman.  Some of the worst damage occurred just northeast of U.S. Highways 31 and 278.  Several small retail buildings were completely destroyed. along with the near total destruction of a large church.  The tornado tracked across State Highway 157, then caused additional damage north of State Highway 69 between Simcoe and Pleasant View.  Just north of Fairview along County Roads 1559 and 1564, 2 homes were destroyed with significant portions of the homes not found.  Further northeast along County Road 1589, the tornado caused major structural damage to several old (early 1900s) homes.  Numerous hardwood trees were debarked.  A 1/4 to 1/2 mile wide corridor of significant damage persisted between Fairview and the Morgan County line.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",21
+309261,KEMPER CO.,PRINCE CHAPEL,04/27/2011,1343,Tornado, ,EF5,3,6,100000,0,MS,CST-6, ,51541,C,69,JAN,0,0,NWS Storm Survey, ,2.89,900,1,W,2,NE,PRINCE CHAPEL,32.9017,-88.9145,32.926,-88.8739,"This tornado caused a path of extensive damage in northeast Neshoba, extreme northwest Kemper, extreme southeast Winston, and southwest Noxubee Counties. The most intense damage occurred in a several mile area from extreme northeast Neshoba County into extreme southeast Winston County. Much of the damage in the core of the tornado in this area was rated as high end EF-3 to EF-5. The three fatalities occurred in northwest Kemper County when a strapped down double-wide mobile home was thrown a distance of approximately 300 yards into a treeline, and then obliterated with the debris and framing scattered many hundreds of yards down the path. There was no indication of ground impacts between the original site of the mobile home and where it ended up to indicate that the mobile home bounced extensively as it traveled. Two traditional frame brick homes in southeast Winston County were completely leveled with only a few small parts of interior walls standing. New vehicles were thrown or rolled hundreds of yards before being wrapped into trees and left almost beyond recognition. In parts of northeast Neshoba and northwest Kemper Counties, there was very high end tree damage with extensive denuding and debarking of trees, along with areas where the ground was scoured out to a depth of two feet in places, and asphalt was scoured off pavement. Maximum sustained winds were estimated at 205 mph. Total path length was 29 miles.||This was the first EF-5 tornado in Mississippi since the Candlestick Park tornado on May 3, 1966. Additionally, this was the first time since statistics have been kept that two EF-5 tornadoes have been recorded on the same day in Mississippi, with the tornado in Smithville also rated as an EF-5.","A historic outbreak of tornadoes across the Ark-La-Miss began late on Tuesday, April 26th continuing into the early morning hours of Wednesday, April 27th. The event ramped up again during the early afternoon of April 27th continuing into the early evening.  The activity on April 26th began as supercell thunderstorms producing large hail and tornadoes across northeast Texas and portions of Arkansas before evolving into a squall line as it moved east. This line of storms had multiple stages of evolution and moved across several states before dissipating. This line was very efficient in producing wind damage as it pushed east. More impressively, this line was responsible for 23 of the 32 tornadoes that occurred across the Ark-La-Miss during this event. Of those 23, 12 were rated as strong (EF2, EF3) tornadoes and had fairly long path lengths.||The atmosphere reloaded quickly Wednesday morning and became increasingly favorable for more severe storms by early afternoon. The driving force for the activity Wednesday afternoon was a potent shortwave and deep surface low that intensified during the day. The winds in the mid levels of the atmosphere increased to 80-100 mph helping to deepen the surface low further, which in turn caused the low level winds to become stronger. The wind shear caused by the turning of the winds from south near the surface to westerly aloft was at rare levels for late April over the Deep South. In addition, an abundance of low level moisture returned to the area in wake of the morning complex. Sunny skies during the morning interacted with the high levels of low level moisture eventually leading to a very unstable air mass by early afternoon. The result was an extremely rare mix of instability and wind shear. These ingredients, along with lift from a potent upper disturbance, ultimately led to the historic tornado outbreak of April 27, 2011.||By early afternoon, several discrete supercell thunderstorms were developing across central and eastern Mississippi. It did not take long for these storms to take on ���classic��� supercell structures and begin producing tornadoes. The first tornado of the afternoon started in Neshoba County on the north side of Philadelphia. This tornado ended up producing EF-5 damage and tracked for 29 miles across Neshoba, Kemper, Winston and Noxubee Counties. Through the rest of the afteroon multiple tornadoes developed, stemming from multiple supercell storms. Nearly all of the storms produced tornadoes, with many of them long track and significant. The other violent tornado to impact the Jackson, MS forecast area occurred across Smith, Jasper, and Clarke Counties. This tornado continued into Alabama and had a total path length of 124 miles across both states.||Loss of life during this historic event was staggering. Unfortunately, 321 people lost their lives making this the second deadliest tornado outbreak in U.S. history. The March 18, 1925 Tri-State tornado outbreak is first with 747 fatalities. This marks the first EF-5 tornado in Mississippi since the Candlestick Park tornado on May 3, 1966, and this marks the first time since statistics have been kept that two EF-5 tornadoes have been recorded on the same day in Mississippi, with the tornado in Smithville also rated as EF-5. Incredibly, 4 tornadoes had path lengths over 100 miles across the southern states during this event, and all 4 of these were rated either EF-4 or EF-5.",22
+309265,WINSTON CO.,FEARNS SPGS,04/27/2011,1346,Tornado, ,EF5,0,0,100000,0,MS,CST-6, ,51541,C,159,JAN,0,0,NWS Storm Survey, ,4.24,900,7,S,4,SSE,FEARNS SPGS,32.9262,-88.8719,32.9635,-88.8139,"This tornado caused a path of extensive damage in northeast Neshoba, extreme northwest Kemper, extreme southeast Winston, and southwest Noxubee Counties. The most intense damage occurred in a several mile area from extreme northeast Neshoba County into extreme southeast Winston County. Much of the damage in the core of the tornado in this area was rated as high end EF-3 to EF-5. The three fatalities occurred in northwest Kemper County when a strapped down double-wide mobile home was thrown a distance of approximately 300 yards into a treeline, and then obliterated with the debris and framing scattered many hundreds of yards down the path. There was no indication of ground impacts between the original site of the mobile home and where it ended up to indicate that the mobile home bounced extensively as it traveled. Two traditional frame brick homes in southeast Winston County were completely leveled with only a few small parts of interior walls standing. New vehicles were thrown or rolled hundreds of yards before being wrapped into trees and left almost beyond recognition. In parts of northeast Neshoba and northwest Kemper Counties, there was very high end tree damage with extensive denuding and debarking of trees, along with areas where the ground was scoured out to a depth of two feet in places, and asphalt was scoured off pavement. Maximum sustained winds were estimated at 205 mph. Total path length was 29 miles.||This was the first EF-5 tornado in Mississippi since the Candlestick Park tornado on May 3, 1966. Additionally, this was the first time since statistics have been kept that two EF-5 tornadoes have been recorded on the same day in Mississippi, with the tornado in Smithville also rated as an EF-5.","A historic outbreak of tornadoes across the Ark-La-Miss began late on Tuesday, April 26th continuing into the early morning hours of Wednesday, April 27th. The event ramped up again during the early afternoon of April 27th continuing into the early evening.  The activity on April 26th began as supercell thunderstorms producing large hail and tornadoes across northeast Texas and portions of Arkansas before evolving into a squall line as it moved east. This line of storms had multiple stages of evolution and moved across several states before dissipating. This line was very efficient in producing wind damage as it pushed east. More impressively, this line was responsible for 23 of the 32 tornadoes that occurred across the Ark-La-Miss during this event. Of those 23, 12 were rated as strong (EF2, EF3) tornadoes and had fairly long path lengths.||The atmosphere reloaded quickly Wednesday morning and became increasingly favorable for more severe storms by early afternoon. The driving force for the activity Wednesday afternoon was a potent shortwave and deep surface low that intensified during the day. The winds in the mid levels of the atmosphere increased to 80-100 mph helping to deepen the surface low further, which in turn caused the low level winds to become stronger. The wind shear caused by the turning of the winds from south near the surface to westerly aloft was at rare levels for late April over the Deep South. In addition, an abundance of low level moisture returned to the area in wake of the morning complex. Sunny skies during the morning interacted with the high levels of low level moisture eventually leading to a very unstable air mass by early afternoon. The result was an extremely rare mix of instability and wind shear. These ingredients, along with lift from a potent upper disturbance, ultimately led to the historic tornado outbreak of April 27, 2011.||By early afternoon, several discrete supercell thunderstorms were developing across central and eastern Mississippi. It did not take long for these storms to take on ���classic��� supercell structures and begin producing tornadoes. The first tornado of the afternoon started in Neshoba County on the north side of Philadelphia. This tornado ended up producing EF-5 damage and tracked for 29 miles across Neshoba, Kemper, Winston and Noxubee Counties. Through the rest of the afteroon multiple tornadoes developed, stemming from multiple supercell storms. Nearly all of the storms produced tornadoes, with many of them long track and significant. The other violent tornado to impact the Jackson, MS forecast area occurred across Smith, Jasper, and Clarke Counties. This tornado continued into Alabama and had a total path length of 124 miles across both states.||Loss of life during this historic event was staggering. Unfortunately, 321 people lost their lives making this the second deadliest tornado outbreak in U.S. history. The March 18, 1925 Tri-State tornado outbreak is first with 747 fatalities. This marks the first EF-5 tornado in Mississippi since the Candlestick Park tornado on May 3, 1966, and this marks the first time since statistics have been kept that two EF-5 tornadoes have been recorded on the same day in Mississippi, with the tornado in Smithville also rated as EF-5. Incredibly, 4 tornadoes had path lengths over 100 miles across the southern states during this event, and all 4 of these were rated either EF-4 or EF-5.",23
+309488,MARION CO.,BARNESVILLE,04/27/2011,1405,Tornado, ,EF5,18,100,160000000,0,AL,CST-6, ,50455,C,93,BMX,0,0,NWS Storm Survey, ,25.14,1320,4,WSW,3,N,TESSNER,34.1043,-88.1479,34.3109,-87.7858,"A tornado initially touched down west of Hamilton in southwest Marion County and moved northeast where it caused devastating damage to the city of Hackleburg. The tornado continued into Franklin County and tracked through Lawrence, Morgan, Limestone, and Madison Counties in Alabama. The tornado continued into Lincoln County Tennessee and finally dissipated in Franklin County Tennessee (See Storm Data Huntsville). The average path width of the tornado while in Marion County was 0.5 mile (880 yds).  The tornado touched down west of AL Hwy 19 near Sipsey Creek and moved northeast and crossed Corridor X/Future Interstate 22. Here it caused significant tree damage. The tornado strengthened north of Hamilton and caused roof damage to at least one home. The storm strengthened further as it approached US Hwy 43, southwest of Hackleburg, to a violent EF4 rating with winds estimated at 170 mph. The tornado tracked parallel to US Hwy 43 toward Hackleburg and strengthened more to an EF5 with winds up to 210 mph, as its path widened to 0.75 mile (1320 yds). Several subdivisions and businesses, Hackleburg High School, Middle School, and Elementary School, and the Wrangler Plant were destroyed. Vehicles were tossed up to 200 yards. One well built home with 4 brick sides was completely leveled and the debris from the home was tossed over 40 yards to the north. The tornado moved northeast of Hackleburg and  continued to parallel US Hwy 43. It crossed into Franklin County just east of the highway. Along the damage path in Marion County, thousands of trees were downed, several hundred structures were damaged, and at least 100 of these structures were completely destroyed as many homes were leveled. Eighteen fatalities are attributed to this tornado in Marion County, as well as numerous injuries.","A powerful storm system crossed the Southeast United States on Wednesday, April 27, 2011, resulting in a large and deadly tornado outbreak.  This epic event broke the record for number of tornadoes in a day for the state of Alabama, becoming the most significant tornado outbreak in the state���s history. ||Central Alabama had two rounds of severe weather that day. During the early morning hours, a Quasi-Linear Convective System quickly moved across the northern half of the National Weather Service, Birmingham county warning area. Straight line winds of 90 mph (78kts) or greater and 11 tornadoes lead to widespread damage and power outages. During the afternoon, long-lived supercell thunderstorms produced long-track, strong and violent tornadoes. Destruction and loss of life across many towns and communities was devastating. ||The hardest hit areas included Shottsville and Hackleburg, both in Marion County, where winds of 160 mph and 210 mph respectively, caused unimagineable damage. Cordova, in Walker County, was hit twice; by a tornado along the Quasi-Linear Convective System during the early morning hours and again in the afternoon by a long-track EF4 tornado. A long track tornado moved across the city of Tuscaloosa and the western suburbs of Birmingham, resulting in the complete destruction of whole neighborhoods and numerous injuries and fatalities in those heavily populated areas. The same parent supercell produced another violent tornado in east Central Alabama as it tracked across St. Clair and Calhoun Counties, resulting in additional fatalities and incredible damage to a number of neighborhoods. Another violent EF4 tornado tracked across portions of Elmore and Tallapoosa Counties, including Lake Martin, destroying numerous homes and a large section of a mobile home park. ||Most of the violent tornadoes from this day were captured on video by a number of people, including storm spotters and chasers, as well as numerous television news crews and remotely controlled web-enabled video cameras.  This allowed unprecedented coverage and viewing of this historic event in real time from people worldwide.",24
+301946,MORGAN CO.,GUM POND,04/27/2011,1412,Tornado, ,EF4,0,0,0,0,AL,CST-6, ,50516,C,103,HUN,0,0,NWS Storm Survey, ,5.33,880,2,SSE,2,NE,RYAN XRDS,34.3054,-86.6549,34.3528,-86.5813,"A violent tornado tracked from Cullman County into extreme southeast Morgan County near the town of Hulaco.  Peak wind speeds of up to 175 mph caused significant damage between Hyatt Bottom Road and Blocker Road, just east of State Highway 67.  Several cinder block and old construction homes were destroyed, and numerous trees were snapped and sheared toward the base.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",25
+302067,MARSHALL CO.,RUTH,04/27/2011,1416,Tornado, ,EF4,5,48,0,0,AL,CST-6, ,50516,C,95,HUN,0,0,NWS Storm Survey, ,15.8,880,1,SSW,1,NE,HEBRON,34.3528,-86.5813,34.4935,-86.3628,"A violent tornado with peak wind speeds of 190 mph crossed into northwest Marshall County (from Morgan County).  The most severe damage occurred on either side of U.S. Highway 231 north of Arab -- particularly in the Ruth community and along Hog Jaw Road -- about 3 miles north of Arab.  Along Hog Jaw Road, a large storage shed with farm equipment was destroyed with some of the large machinery tossed 10 to 20 yards around the shed.  In the Ruth community, Mount Oak and Frontier Roads were hardest hit where a cinder block/cement home was nearly wiped clean.  Debris from a home on Frontier Road was thrown 50 to 100 yards away.  A family of 9 was in this house and 5 were killed. A trailer was missing and a metal-bolted garage was wiped clean of its foundation.  Along Frontier Road, a large brick home was nearly wiped clean off its foundation with several large trees ripped out of the ground and missing.  Further northeast along the path, along Walnut Ridge, a one-story home was severely damaged with the roof missing and a trailer that was tossed into a tree.  Several concrete power poles were bent over as the tornado crossed U.S. Highway 231, some bent at the base.  One the east side of Highway 231, a gas station building was completely demolished and two gas pumps were ripped from the ground and missing. The canopy over the pumps remained mostly intact.||The tornado continued toward Union Grove.  The degree of damage weakened somewhat but several homes had significant damage where the top stories and roofs were destroyed and the external walls had collapsed.  Along County Road 240, a double-wide manufactured home was destroyed and a large garage collapsed but the well-built roof remained intact.||The tornado significantly weakened as it crossed the Tennessee River.  On the other side of the river, the tornado snapped and uprooted numerous trees as it crossed Walker Road and just across U.S. Highway 431 before lifting just northeast of Highway 431.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",26
+301811,FRANKLIN CO.,NIX,04/27/2011,1428,Tornado, ,EF5,27,0,50000000,0,AL,CST-6, ,50516,C,59,HUN,0,0,NWS Storm Survey, ,16.95,1760,3,S,3,ENE,OAK GROVE,34.3109,-87.7858,34.4368,-87.5307,"A violent long track tornado continued it's path from Marion County into southern Franklin County north of Hackleburg.  Significant devastation occurred throughout the city of Phil Campbell. Prolific damage was noted from the intersection of CR 51 and Alabama Highway 237, to the intersection of CR 81 and CR 75. Within a two mile corridor of either side of the railroad tracks the damage was significant. Within this corridor, several well constructed houses were destroyed.  Along Bonner Street, multiple block homes were leveled to the ground with the block foundations destroyed.  A twenty-five foot section of pavement was sucked up and scattered. Chunks of the pavement were found in a home over 1/3 of a mile down the road. The damage in this area was consistent with EF-5 damage. ||In addition, at least three churches along the path sustained significant damage.   One church in Phil Campbell was completely destroyed with only the slab remaining.||Multiple mobile homes throughout the path were completely destroyed, and their mangled frames were tossed 25 to 50 yards.  Cars were tossed and destroyed throughout the path of the tornado, with one car wrapped around a debarked tree in Phil Campbell.   All along the path length, thousands of hardwood and softwood trees were snapped.  Hundreds of trees were also debarked and twisted, and had only stubs of the largest branches remaining.  EF-5 damage continued similarly northeast from Phil Campbell, roughly along County Roads 81 and 82 toward the community of Oak Grove.||In Oak Grove, the tornado may have reached a relative maximum in intensity well into the EF-5 category as the damage was slightly more intense and the path width was at a maximum of greater than one mile.  A large swath of complete devastation was noted in Oak Grove along County Roads 38 and Smith Lane.  A large well-constructed home with extensive anchoring was razed with debris carried well away from the site.  A Corvette sports car was mangled and thrown 641 feet (measured). A block home next door was also disintegrated.  Along Smith Lane a block home was wiped out and the only remains of a nearby chicken house was a small piece of a metal truss.  In this same area, the tree damage was significant and a large percentage of trees were stripped bare.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",27
+303562,MONROE CO.,SMITHVILLE,04/27/2011,1442,Tornado, ,EF5,16,37,2500000,0,MS,CST-6, ,50307,C,95,MEG,0,0,NWS Storm Survey, ,6.05,1320,3,WSW,3,ENE,SMITHVILLE,34.0455,-88.445,34.0891,-88.36,"After lifting for 4 miles, a violent EF-5 tornado touched back down southwest of Smithville and moved northeast. The town of Smithville was almost completely destroyed by the tornado. Homes and businesses were completely wiped off of their foundations. The town hall, post office, police station, and four churches were destroyed. All appliances and plumbing fixtures in the direct path of the tornado were shredded or missing. Granite tombstones were knocked down in the opposite direction of the tornado passage. A ford explorer that was parked a half mile away from the town's water tower was picked up by the tornado and thrown into the top of the water tower. The vehicle was then thrown an additional few hundred feet. In total, 117 structures were destroyed with an additional 50 structures sustaining major damage. Numerous other structures sustained minor damage. Trees were debarked, twisted, and snapped. Power lines were knocked down and the town's water system was destroyed. A lot of the homes that were destroyed were well built, bolted to their foundations and were less than 10 years old. A total of 16 fatalities occurred from the tornado. Thirty-seven injuries occurred as well. The tornado continued northeast after destroying Smithville and crossed into Itawamba County, Mississippi.","A stationary front remained draped across Southern Missouri into Western Kentucky from April 24th, 2011 into April 25th, 2011. A very warm and unstable atmosphere was in place across the Mid-South ahead of the front. A low pressure system developed along the front and interacted with the unstable environment which helped produce several rounds of severe storms into the evening of April 26th, 2011. As a result of the severe storms, the front sank south during the early morning hours of April 27th, 2011 as a secondary low pressure system developed along the front. As a result, another round of severe storms fired during the afternoon hours ahead of the low pressure center. Additional severe storms fired along the trailing cold front. Tornadoes, large hail, damaging winds, flash flooding occurred as a result of the severe storms.",28
+301846,LAWRENCE CO.,MT HOPE,04/27/2011,1445,Tornado, ,EF5,14,0,40000000,0,AL,CST-6, ,50516,C,79,HUN,0,0,NWS Storm Survey, ,28.19,2200,3,WSW,1,ESE,FISH POND,34.4368,-87.5307,34.6459,-87.1055,"The violent tornado continued to track northeast from Franklin County into Lawrence County as an EF-5 near the Mt. Hope area where significant devastation was incurred to single family homes and a restaurant.  Nothing but the foundation and a pile of debris remained in this area, and a small portion of the restaurant foundation buckled.  Thousands of hardwood and softwood trees were snapped, with a significant number of trees twisted and debarked with only stubs of branches remaining.  Many mobile homes were also destroyed with the frames mangled, and a single family home was completely destroyed with the walls and contents strewn over a hundred yards.  Further northeast the damage was slightly less intense, with more trees snapped and twisted as the tornado reached Highway 24.  At this location multiple chicken houses were completely destroyed with much of the debris wrapped around debarked trees.  TVA high voltage power line trusses were also destroyed at this location.  As the tornado continued northeast more significant damage occurred in and around the Langtown community north of Moulton.  On the west side of Alabama Highway 33, several homes sustained significant damage with roofs missing or only interior rooms remaining.  A nearby store and gas station also sustained significant damage.  The tornado strengthened again to a high end EF-4 as it moved over County Roads 214 and 298, where multiple houses and mobile homes were completely destroyed.  Several cars were tossed into fields and wrapped around trees along County Road 291 and 292.  One vehicle was tossed into a large hardwood tree that was also debarked.  Tree and mobile home damage continued along County Roads 217 and 222, where a handful of large high tension TVA power poles were destroyed.  Sustained EF-4 damage continued northeast towards Alabama Highway 20, where a restaurant was completely destroyed and two single family houses were significantly damaged.  Tree damage continued into extreme northeastern Morgan County.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",29
+303563,ITAWAMBA CO.,NEW SALEM,04/27/2011,1448,Tornado, ,EF5,0,0,100000,0,MS,CST-6, ,50307,C,57,MEG,0,0,NWS Storm Survey, ,10.98,1320,4,S,6,SE,TREMONT,34.0891,-88.36,34.1677,-88.1932,"A violent tornado moved northeast from Monroe County, Mississippi into Southeast Itawamba County. The tornado weakened as it moved through Itawamba County. Numerous trees and power lines were knocked down. One home sustained roof damage. The tornado continued northeast and crossed over into Marion County, Alabama.","A stationary front remained draped across Southern Missouri into Western Kentucky from April 24th, 2011 into April 25th, 2011. A very warm and unstable atmosphere was in place across the Mid-South ahead of the front. A low pressure system developed along the front and interacted with the unstable environment which helped produce several rounds of severe storms into the evening of April 26th, 2011. As a result of the severe storms, the front sank south during the early morning hours of April 27th, 2011 as a secondary low pressure system developed along the front. As a result, another round of severe storms fired during the afternoon hours ahead of the low pressure center. Additional severe storms fired along the trailing cold front. Tornadoes, large hail, damaging winds, flash flooding occurred as a result of the severe storms.",30
+301925,JACKSON CO.,HODGE,04/27/2011,1501,Tornado, ,EF4,6,0,0,0,AL,CST-6, ,50516,C,71,HUN,0,0,NWS Storm Survey, ,24.18,1260,1,W,2,S,HIGDON,34.6208,-85.9814,34.82,-85.6314,"A violent long track tornado began it's life about 3 miles northeast of Section producing damage of EF-0 to EF-1 intensity with peak wind speeds of 70 to 90 mph, snapping or uprooting several softwood and hardwood trees.  The tornado rapidly intensified and began producing high end EF-3 to low end EF-4 damage within a matter of minutes, with peak wind speeds of 150 to 170 mph, and a path width of 1/2 to 3/4 mile as it roared into areas northeast of Pisgah and north of Rosalie.  Residents interviewed remarked that up to 3 tornadoes merged into one very large tornado.  There was evidence of this in the damage swath.||The tornado swarmed several mobile homes and block foundation homes in its path, snapping or uprooting thousands of trees.  Numerous trees were debarked in the process.  The tornado leveled at least 2 mobile homes and swept their remains hundreds of yards downwind.  Three were killed in 3 separate residences (6 total fatalities - 2 in Pisgah and 4 in the Higdon/Flat Rock communities).  Several vehicles were launched or swept several yards in different directions, in a few cases up to 50 yards.  The Friendship Church roof was heavily damaged.  Several farms were also affected, with barns and chicken houses heavily damaged or destroyed.||As the tornado continued its path, it intensified further on approach to Flat Rock and Higdon, producing damage of high end EF-4 intensity with peak winds up to 190 mph.  The tornado killed three from the same family at a residence southwest of Flat Rock.  The tornado mowed thousands in up to a 3/4 mile wide path.  One well-built block foundation home literally exploded as the tornado struck, lifting and sweeping all its structure and contents downwind, in some cases several hundred yards.  Miraculously, a mother and 3 children taking refuge in a hallway were completely unharmed.  At this farm, all fencing was destroyed and up to 19 cattle perished.  Two chicken barns were completely obliterated and swept away and unidentifiable.  A propane tank was lifted from the previous location of chicken barns and dropped over 100 yards away in front of the destroyed home.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",31
+301902,LIMESTONE CO.,LAWNGATE,04/27/2011,1517,Tornado, ,EF4,4,45,1000000000,0,AL,CST-6, ,50516,C,83,HUN,30,0,NWS Storm Survey, ,18.86,1320,4,S,2,NNE,CAPSHAW,34.662,-87.0705,34.8017,-86.7855,"The violent tornado continued it's path from the Tennessee River along the Lawrence/Limestone county line northeast through Tanner and into the east Central portion of Limestone County.   Homes were completely obliterated along a wide swath in the Tanner community.  Nearly a dozen high tension power lines were snapped or taken to the ground in Limestone County.  Concrete power poles were also snapped off at their base.  A subsequent ground team, aided by a storm survey expert from the University of Alabama in Huntsville, surveyed the most intense damage in Limestone County.  High end EF-3 damage was noted over a large area in eastern Limestone County along and north of the East Limestone High School.  The intensity was maximized in Limestone County in the community of Tanner, with a large swath of EF-4 damage and a narrow corridor of high end EF-4 damage.  Several well-constructed homes with anchor bolting were completely wiped clean.  One home had the debris lofted over 300 hundred yards with large items carried completely away.  Intense ground scarring was noted in this area.  In addition, a large cargo container was picked up and blown approximately 600 yards and several cars were carried airborne for hundreds of yards.  In all, hundreds of homes received moderate to major damage along the path with many of these being total losses.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",32
+301929,DEKALB CO.,IDER,04/27/2011,1530,Tornado, ,EF4,6,0,0,0,AL,CST-6, ,50516,C,49,HUN,0,0,NWS Storm Survey, ,3.48,1260,7,NNE,10,N,SULPHUR SPGS,34.82,-85.6314,34.8431,-85.5799,"A violent tornado continued its wide path of violent destruction across the northern tip of DeKalb County in the Shiloh community.  The tornado killed 6 people in this area (12 total along its path across Jackson and DeKalb counties).  Several cinder block foundation homes and mobile homes were completely destroyed or swept away.  In addition, thousands of large trees were sheared off toward the base.  An older two-story and fairly well-built log cabin home was destroyed.  The top story of this home was lifted off, moved about 20 yards and twisted 180 degrees.  The lower story collapsed and was shifted off its foundation.  A senior citizen van was lofted and dropped into a field nearly 400 yards away.  At least 3 chicken barns collapsed with a high loss of livestock noted.  The tornado crossed into Dade County Georgia with a 1/4 to 1/2 mile wide path along County Road 155 north of Highway 75.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",33
+309071,WALKER CO.,MARIETTA,04/27/2011,1535,Tornado, ,EF4,9,40,115000000,0,AL,CST-6, ,50455,C,127,BMX,0,0,NWS Storm Survey, ,29.02,1056,4,SSW,5,NE,DILWORTH,33.6448,-87.4238,33.8668,-86.995,"The sixth segment of this long track tornado entered southwest Walker County south of Blue Water Rd and moved northeast, where it eventually exited the northeast portion of the county east of Phillipstown Rd. This tornado began in Pickens County, 5 miles northeast of Pickensville, and tracked through Tuscaloosa, Fayette, Walker, Cullman (See Storm Data for Huntsville), and Blount Counties, before it dissipated in Marshall (See Storm Data for Huntsville) County. While the average path width of this tornado in Walker County was around 0.3 miles (528 yds), the tornado widened as it approached the city of Cordova to a path width maximum of 0.6 mile (1056 yds). Shortly after it entered the county, the tornado knocked down a cell phone tower, caused minor roof damage to a mobile home and single family home, and completely destroyed a mobile home as it approached AL Hwy 69. As the storm continued northeast crossing Earnest Chapel Rd southeast of Oakman, several vehicles were rolled and a home was destroyed. This resulted in 1 fatality and 2 injuries. The tornado continued east northeast where it crossed CR 35 and AL Hwy 269 south of Parrish. The tornado weakened to an EF0 as it approached Corridor X/future Interstate 22, with only minor tree damage noted, before it strengthened significantly as it neared Cordova. A 0.6 mile wide swath of EF3 damage, with winds of 140 mph, was noted in downtown Cordova. Numerous homes and buildings sustained significant damage, if not complete destruction, resulting in 4 fatalities. The tornado continued northeastward across Burton Chapel Loop Road and crossed the Mulberry Fork of the Black Warrior River. As it crossed Mountain View Road, the tornado increased to a violent EF4 rating, with winds of 170 mph, and destroyed 2 mobile homes, as well as a single family home. One of the mobile home undercarriages was missing, having been tossed at least 500 yards. At this site, a small bulldozer was flipped over, a pickup truck was tossed 200 yards, and an International 4700 dump truck was tossed 50 yards and was destroyed upon landing. A 2 ton utility trailer from this location was found a mile away, with a 2.5 ft impact crater where it landed. As the tornado neared Old Hwy 78, it tossed two double wide mobile homes at least 100 yards, resulting in their complete destruction. Two fatalities occurred here. The tornado continued toward Sipsey, where an unanchored double wide mobile home was tossed 100 feet up a 50 foot embankment. Two fatalities occurred in this area. The tornado continued at a minimum of EF2 strength to the northeast where it destroyed several homes and tossed a double wide mobile home 100 ft, south of Campbellville. Along this path, significant tree damage was noted, as well as damage to or the complete destruction of numerous other single family homes and manufactured homes.||This was the second tornado to hit downtown Cordova on this day. At 418AM-436AM CST, a tornado with winds of 120 mph moved through the same area causing significant structural damage.","A powerful storm system crossed the Southeast United States on Wednesday, April 27, 2011, resulting in a large and deadly tornado outbreak.  This epic event broke the record for number of tornadoes in a day for the state of Alabama, becoming the most significant tornado outbreak in the state���s history. ||Central Alabama had two rounds of severe weather that day. During the early morning hours, a Quasi-Linear Convective System quickly moved across the northern half of the National Weather Service, Birmingham county warning area. Straight line winds of 90 mph (78kts) or greater and 11 tornadoes lead to widespread damage and power outages. During the afternoon, long-lived supercell thunderstorms produced long-track, strong and violent tornadoes. Destruction and loss of life across many towns and communities was devastating. ||The hardest hit areas included Shottsville and Hackleburg, both in Marion County, where winds of 160 mph and 210 mph respectively, caused unimagineable damage. Cordova, in Walker County, was hit twice; by a tornado along the Quasi-Linear Convective System during the early morning hours and again in the afternoon by a long-track EF4 tornado. A long track tornado moved across the city of Tuscaloosa and the western suburbs of Birmingham, resulting in the complete destruction of whole neighborhoods and numerous injuries and fatalities in those heavily populated areas. The same parent supercell produced another violent tornado in east Central Alabama as it tracked across St. Clair and Calhoun Counties, resulting in additional fatalities and incredible damage to a number of neighborhoods. Another violent EF4 tornado tracked across portions of Elmore and Tallapoosa Counties, including Lake Martin, destroying numerous homes and a large section of a mobile home park. ||Most of the violent tornadoes from this day were captured on video by a number of people, including storm spotters and chasers, as well as numerous television news crews and remotely controlled web-enabled video cameras.  This allowed unprecedented coverage and viewing of this historic event in real time from people worldwide.",34
+309095,MADISON CO.,CLUTTSVILLE,04/27/2011,1536,Tornado, ,EF4,9,0,0,0,AL,CST-6, ,50516,C,89,HUN,0,0,NWS Storm Survey, ,27.2,880,2,SSW,2,ENE,ROSEBORO,34.8017,-86.7855,34.9915,-86.365,"The tornado crossed in Madison County east of Limestone County Prison���along Orvil Smith Road with a path width of �� mile.  The tornado maintained an EF-3 strength with winds of 140 to 160 MPH and a path width between �� and �� mile for much of its track northeast across Old Railroad Bed Road and Ford Chapel Road, before narrowing to around 300 yards in Anderson Hills. Dozens of well-constructed homes were destroyed, in some cases with all exterior walls collapsing in both single and two-story homes. At least 3-5 mobile homes were either destroyed or swept completely clean with no evidence of debris.  At least 2 other well-constructed homes had complete wall collapse in Anderson Hills and were shifted off their foundation. This damage was once again consistent with low end EF-4 wind speeds of around 170 MPH.||Numerous tall pines and other hardwood trees were snapped, uprooted and debarked along the entire path. The path width widened once again to around �� mile as the tornado tracked through residential areas along Bald Eagle Lane, Old Eli Road and Ginnery Row.  At least 2 of these homes had complete wall collapse, but these structures had foundation straps and nails in lieu of bolts. At least one fatality was confirmed at one of these residences. Eight additional fatalities occurred in Madison County along the track of this violent tornado. The damage was consistent with high end EF-3 wind speeds between 140 and 160 MPH. The tornado lifted just south of the Patterson Lane after twisting irrigation equipment and snapping additional trees. Just to the northeast of this location, the tornado touched down again as an EF-0 tornado with peak wind speeds of 70 MPH. Along Grimwood Road and Walker Lane, south of Hazel Green, the tornado uprooted and snapped several trees. The tornado weakened or may have lifted briefly across extreme northeast Madison County before re-strengthening again as it entered Lincoln County in Southern Middle Tennessee.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",35
+314662,TUSCALOOSA CO.,RALPH,04/27/2011,1548,Tornado, ,EF4,44,800,1500000000,0,AL,CST-6, ,50455,C,125,BMX,0,8,NWS Storm Survey, ,41.79,1760,4,WNW,4,NNE,YOLANDE,33.0606,-87.8315,33.3512,-87.1975,"This tornado initially touched down in rural northern Greene County and moved northeast through southern Tuscaloosa and western Jefferson Counties, causing devastating damage consistent with a violent EF4 rating to portions of the city of Tuscaloosa and western suburbs of Birmingham, before it lifted northeast of downtown Birmingham. The tornado entered Tuscaloosa County just north of CR 60, west northwest of Ralph, and moved northeast causing tree damage and minor structural damage consistent with an EF2 rating and winds of 125 mph. The tornado strengthened as it crossed the Black Warrior River, north of Interstate 20 and approached Tuscaloosa. As the tornado approached Interstate 359, several buildings were destroyed including the Tuscaloosa County Emergency Operations Center. The tornado strengthened further to a violent EF4 with winds of 190 mph. Along 15th St E. and McFarland Blvd E., several small restaurants and stores were destroyed, with only a wall or two still standing. The tornado devastated the Cedar Crest neighborhood just north of 15th St, leveling many cinder block homes and causing at least 3 fatalities. The tornado crossed McFarland Blvd, destroying additional stores and restaurants. The tornado crossed University Blvd in the Alberta City community. Alberta Elementary School suffered nearly complete destruction, with only a few portions of walls still standing. A nearby two story apartment building was reduced to rubble sitting on the foundation. The Alberta Park Shopping Center was completely destroyed with no walls standing and a pile of debris on the foundation. Cinder block construction homes in the surrounding neighborhood were completely destroyed, and in a few cases debris was swept away from the site. The tornado continued northeast and struck the Chastain Manor Apartments at the north end of 34th Ave E. Buildings on the east side of this new 2 story apartment complex were completely destroyed, with only a pile of debris remaining and a few walls set into the hillside. A small club house that was anchored to a foundation, but with apparently no interior walls, was completely destroyed and swept from its foundation. Similar devastation to homes and businesses was noted along both sides of CR 45 near 1st St E. and locations to the northeastward. East of Holt, the tornado path width widened from 0.5 mile to around 1 mile. The tornado crossed Holt Peterson Rd just northwest of Clinker Rd, where two homes were completely destroyed. One home on a foundation was swept clean, with only floor joists remaining attached to the foundation. Almost all trees were blown down or snapped in the vicinity, as well as in the bottom of a narrow ravine nearly 100 feet below the house. The tornado continued to Holt Lock and Dam Road near its intersection with Recreation Area Road. Numerous mobile homes and several cinder block homes were destroyed in this area, which resulted in several fatalities. The tornado struck a marina on Holt Lake at the end of Recreation Area Road where it caused significant damage to a restaurant as well as numerous boats. Several injuries were noted in this area. The tornado continued northeastward and weakened to an EF3 rating with winds of 130 mph. As its path narrowed to 0.5 mile, the tornado passed north of Brookwood, near the intersection of Hannah Creek Rd and CR 59. Several mobile homes were destroyed, cinder block homes received heavy damage, and significant tree damage was noted in this area. The tornado moved parallel to Hannah Creek Rd where it caused extensive tree damage and destroyed at least one mobile home. The tornado crossed CR 99 and moved into western Jefferson County, 4 miles north of Abernant. A person died (indirect) several weeks after the event as a result of contracting pneumonia from exposure to the elements after his home was destroyed. An additional 6 people died (indirect) in the months following the tornado from the stress of the event, not direct injury.||This tornado was produced by a supercell thunderstorm that began in Newton County Mississippi at 13:54 pm CST, finally dissipating in Macon County, North Carolina at approximately 21:18 pm CST. This supercell spawned several strong to violent tornadoes along its long path.","A powerful storm system crossed the Southeast United States on Wednesday, April 27, 2011, resulting in a large and deadly tornado outbreak.  This epic event broke the record for number of tornadoes in a day for the state of Alabama, becoming the most significant tornado outbreak in the state���s history. ||Central Alabama had two rounds of severe weather that day. During the early morning hours, a Quasi-Linear Convective System quickly moved across the northern half of the National Weather Service, Birmingham county warning area. Straight line winds of 90 mph (78kts) or greater and 11 tornadoes lead to widespread damage and power outages. During the afternoon, long-lived supercell thunderstorms produced long-track, strong and violent tornadoes. Destruction and loss of life across many towns and communities was devastating. ||The hardest hit areas included Shottsville and Hackleburg, both in Marion County, where winds of 160 mph and 210 mph respectively, caused unimagineable damage. Cordova, in Walker County, was hit twice; by a tornado along the Quasi-Linear Convective System during the early morning hours and again in the afternoon by a long-track EF4 tornado. A long track tornado moved across the city of Tuscaloosa and the western suburbs of Birmingham, resulting in the complete destruction of whole neighborhoods and numerous injuries and fatalities in those heavily populated areas. The same parent supercell produced another violent tornado in east Central Alabama as it tracked across St. Clair and Calhoun Counties, resulting in additional fatalities and incredible damage to a number of neighborhoods. Another violent EF4 tornado tracked across portions of Elmore and Tallapoosa Counties, including Lake Martin, destroying numerous homes and a large section of a mobile home park. ||Most of the violent tornadoes from this day were captured on video by a number of people, including storm spotters and chasers, as well as numerous television news crews and remotely controlled web-enabled video cameras.  This allowed unprecedented coverage and viewing of this historic event in real time from people worldwide.",36
+302149,CULLMAN CO.,ARKADELPHIA,04/27/2011,1605,Tornado, ,EF4,0,0,20000000,0,AL,CST-6, ,50516,C,43,HUN,0,0,NWS Storm Survey, ,4.42,440,3,SSW,2,E,ARKADELPHIA,33.8668,-86.995,33.8975,-86.9274,"A large violent tornado continued it's track from Walker County into the Huntsville County Warning Area (CWA) across the very southern tip of Cullman County, from about 3 miles southwest of Arkadelphia to just over 2 miles ESE of Arkadelphia. This tornado then tracked out of the Huntsville CWA into Blount County. In Cullman County, a wide swath of pine and hardwood trees was found snapped at the bases or splintered several feet off the ground, with some debarking of trees. South of Hwy 91 along Washington Loop, several homes were damaged or destroyed. A mobile home was obliterated and the frame was found at least 200 yards to the east up a hill. A cinder block home was wiped out, with the contents landing across the road, while the cars nearby were tossed. A truck landed in a nearby hollow at least 50 yards away while a sedan was smashed as it landed about 130 yards away. Farming equipment in a barn was displaced into the hollow, including a hay baler and a tractor. The storm shelter by the residence was partially lifted and damaged. The person inside received minor injuries. Additional homes and buildings nearby were destroyed and only a few trees were left standing or not debarked. The main damage path was fairly well confined, as a well built home just at the edge of the track only sustained minor roof damage.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",37
+301882,JACKSON CO.,FACKLER,04/27/2011,1605,Tornado, ,EF4,1,0,0,0,AL,CST-6, ,50516,C,71,HUN,0,0,NWS Storm Survey, ,20.24,1320,2,SE,3,ENE,LONG IS,34.7948,-85.909,34.9854,-85.6377,"A violent tornado touched down northeast of Fackler along County Road 42 where several large trees were snapped and minor damage occurred to mobile homes.  The tornado continued east-northeast producing tree damage as it crossed U.S. Highway 72 near the intersection of State Highway 117.  On Oak Hill Road just east of Highway 72, large trees were snapped and several roofs were damaged.  On County Road 286, a trailer was tipped over and a shed was partially destroyed.||The tornado continued northeast producing heavy tree damage.  The tornado produced EF-3 damage along County Road 96 just northeast of the Stevenson Airport, where 24 high tension electrical truss towers were twisted and flattened.  Just south of the intersection of County Road 96 and State Highway 277, a mobile home was obliterated and another home collapsed.  Two other homes sustained structural damage along this section of road, two mobile homes were rolled on their side, and a metal barn was destroyed.||The tornado continued northeast and at the intersection of County Roads 255 and 256, the most significant damage was encountered and rated EF-4.  A residence just to the south of this intersection was reduced to its foundation.  A concrete slab at the front of the home was pulled up, and a set of concrete stairs was ripped from the foundation.  A compact car was thrown about 50 yards.||To the northeast of the intersection, two well-built and well-anchored homes were also reduced to their foundations.  A car was thrown approximately 50 yards across the street from one residence.  Several large trees were snapped off a few feet above the ground.  A third residence along County Road 256 had zero walls left standing.  Across the street from this home, a mobile home was completely demolished and strewn along County Road 256.||The tornado continued northeastward, destroying a cinder block garage and damaging a mobile home along 6th Street just southeast of Bridgeport.  The tornado crossed the Tennessee River, producing significant tree damage along County Road 91 before crossing into Marion County in Tennessee.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",38
+314663,JEFFERSON CO.,WELLER,04/27/2011,1635,Tornado, ,EF4,20,700,700000000,0,AL,CST-6, ,50455,C,73,BMX,0,0,NWS Storm Survey, ,32.53,2600,3,WNW,1,W,BLACK CREEK,33.3512,-87.1975,33.6311,-86.7436,"This tornado initially touched down in rural northern Greene County and moved northeast through southern Tuscaloosa and western Jefferson Counties. The tornado caused devastating damage consistent with a violent EF4 rating to portions of the city of Tuscaloosa and western suburbs of Birmingham and then lifted northeast of downtown Birmingham. The tornado entered western Jefferson County 5.5 miles west of North Johns. The tornado continued to cause significant tree damage as it crossed Sealy Ann Mountain Rd and CR 23. As the tornado crossed Valley Creek and the far northern portion of Virginia, several homes sustained minor damage. The tornado strengthened to a violent EF4 rating with winds of 190 mph as it approached Concord. Several retail stores were destroyed along CR 46 and only piles of debris were left on their foundations. Several cinder block homes were completely destroyed with debris swept away. In addition, numerous other homes in the area were destroyed with only a few interior walls left standing. At least five fatalities occurred in Concord. The violent tornado continued northeastward toward Pleasant Grove, where extensive damage occurred across western and northern parts of town. Numerous homes were destroyed and foundations swept clean of debris. Several vehicles were picked up and tossed 15 yds. At least 11 fatalities occurred in Pleasant Grove. The tornado quickly moved into McDonald Chapel, near the intersection of CR 80 and Vicksburg St, killing one person. The tornado weakened to an EF2 with winds of 125 mph, but still damaged many homes and destroyed several others. The tornado moved through the Smithfield Estates area where it caused significant damage along Cherry Ave between Daniel Payne Dr and US Hwy 78 and resulted in one fatality. Numerous homes and a 2-story apartment complex sustained significant damage, consistent with an EF2 rating. As the tornado moved northeast, it crossed Interstate 65 near mile marker 266 and into the city of Fultondale. The path width increased to around 1.5 miles. Hundreds of trees were downed along the interstate and several light poles were folded over. Several buildings along US Hwy 31 sustained significant roof and structural damage. The tornado continued northeast where it crossed CR 124, and lifted just west of AL Hwy 79, 4 miles north of Tarrant. ||This tornado was produced by a supercell thunderstorm that began in Newton county Mississippi at 13:54 pm CST, finally dissipating in Macon county, North Carolina at approximately 21:18 pm CST. This supercell spawned several strong to violent tornadoes along its long path, including another violent EF4 tornado that crossed portions of east Central Alabama.","A powerful storm system crossed the Southeast United States on Wednesday, April 27, 2011, resulting in a large and deadly tornado outbreak.  This epic event broke the record for number of tornadoes in a day for the state of Alabama, becoming the most significant tornado outbreak in the state���s history. ||Central Alabama had two rounds of severe weather that day. During the early morning hours, a Quasi-Linear Convective System quickly moved across the northern half of the National Weather Service, Birmingham county warning area. Straight line winds of 90 mph (78kts) or greater and 11 tornadoes lead to widespread damage and power outages. During the afternoon, long-lived supercell thunderstorms produced long-track, strong and violent tornadoes. Destruction and loss of life across many towns and communities was devastating. ||The hardest hit areas included Shottsville and Hackleburg, both in Marion County, where winds of 160 mph and 210 mph respectively, caused unimagineable damage. Cordova, in Walker County, was hit twice; by a tornado along the Quasi-Linear Convective System during the early morning hours and again in the afternoon by a long-track EF4 tornado. A long track tornado moved across the city of Tuscaloosa and the western suburbs of Birmingham, resulting in the complete destruction of whole neighborhoods and numerous injuries and fatalities in those heavily populated areas. The same parent supercell produced another violent tornado in east Central Alabama as it tracked across St. Clair and Calhoun Counties, resulting in additional fatalities and incredible damage to a number of neighborhoods. Another violent EF4 tornado tracked across portions of Elmore and Tallapoosa Counties, including Lake Martin, destroying numerous homes and a large section of a mobile home park. ||Most of the violent tornadoes from this day were captured on video by a number of people, including storm spotters and chasers, as well as numerous television news crews and remotely controlled web-enabled video cameras.  This allowed unprecedented coverage and viewing of this historic event in real time from people worldwide.",39
+312007,JASPER CO.,HAMLET,04/27/2011,1655,Tornado, ,EF4,2,0,900000,800000,MS,CST-6, ,51541,C,61,JAN,0,0,NWS Storm Survey, ,24.12,1050,4,NNW,3,N,ORANGE,32.0712,-89.3201,32.1444,-88.9172,"This tornado started by downing some trees just southeast of Raleigh, near and across Highway 18. As the tornado moved northeast along Bailey Road and crossed County Road 130, it intensified and produced high end EF-1 damage, snapping and uprooting trees, taking shingles off roofs, and blowing skirting out from mobile homes. The tornado continued to strengthen as it moved northeast, and along County Roads 136, 107, and 105, it produced damage indicative of high end EF-2. A few mobile homes were destroyed and several homes and buildings sustained significant roof damage, along with extensive tree damage. Along County Road 105, a mobile home was picked up by the tornado, bounced along the ground a couple of times, and was then thrown into woods across the road, with debris scattered for at least a mile downstream, including the frame of the mobile home. The occupant of the mobile home was the first fatality of this tornado. The tornado continued northeast, and reached its most intense and widest point in the Smith County portion of the tornado just before crossing the county line at County Road 103. Here, in the central core of the tornado there was an area of completely mowed down pine trees in which everyone was snapped and many were denuded, and two frame homes had the roofs and exterior walls completely destroyed with extensive damage to interior walls. In addition, many power poles were snapped, a mobile home was annihilated, and a large shop building was completely destroyed. The damage here was rated high end EF-3 with maximum estimated winds of 160 mph.||The tornado remained intense as it crossed into Jasper County and moved across County Road 13, causing very impressive tree damage with nearly every pine tree snapped and extensive evidence of denuding and debarking. Power poles were also snapped. The tornado produced similar type damage as it crossed County Road 16. The tornado then produced its first area of EF-4 damage just northwest of Louin along County Road 164. Here, the tornado struck an area with several mobile homes and one frame home. The frame home was completely destroyed, with most interior walls down and some of the foundation pushed clean. Several mobile homes in the area, including two double wides which the residents said were well strapped down, were completely destroyed with the debris and frames blown great distances. In fact, all of the debris was so dispersed and mixed that it was impossible for the surveyors to reconstruct the positions of the mobile homes and house without explanations from the residents. Two people were killed in a mobile home at this spot; however, several other people abandoned their mobile homes after hearing warnings to shelter in a nearby brick home, and were certainly saved from serious injury or death. ||After crossing Highway 15, the tornado weakened and narrowed somewhat. As it crossed County Road 23, it produced EF-2 damage, destroying two mobile homes and causing extensive tree and powerline damage. The tornado then produced a relatively narrow path of EF-1 tree and powerline damage for several miles, until reintensifying near Rose Hill. As the tornado crossed Highway 18 southeast of Rose Hill, it removed most of the roof of a frame home and caused heavy damage to the exterior walls, took a large section of roof off another frame home, completely destroyed a large tied down mobile home, and caused extensive tree damage. This damage was rated at the low end of EF-3. After causing this damage, the tornado weakened again, causing mainly EF-1 type tree damage until it reached the Clarke County line, with the last point inside the county line on County Road 22 rated as EF-0, with just a few trees and limbs down. ||The tornado then continued into Clarke County and reintensified somewhat, causing tree and powerline damage as it crossed Interstate 59 and US Highway 11. The tornado then became much more intense as it moved along the south side of the town of Enterprise. A number of homes and mobile homes were heavily damaged or destroyed along County Road 320 and State Highway 513. This damage was rated as high EF-2 to low end EF-3. As the tornado passed along a two mile stretch of State Highway 519 east of Enterprise, it heavily damaged several frame homes and caused extensive tree damage. One spot here was the other area of EF-4 damage produced by this tornado. A new construction frame home was completely leveled with the debris swept off the foundation. Residents in the area reported that the house was nearly completed. Based on these reports and the extent of other nearby, primarily tree, damage, this damage is being rated EF-4 with maximum winds of 175 mph. Other damage in this general area was rated as high end EF-2 or low end EF-3. ||The tornado weakened slightly again as it crossed US Highway 45 and State Highway 145, and then caused high end EF-2 and low end EF-3 damage at County Roads 456 and 457. Here, several strapped down double wide mobile homes were destroyed with debris strewn over long distances. Nearby residents reported that one of the mobile homes was occupied by 11 persons at the time of the tornado, and that this was the location where 4 people were killed. Another resident of a nearby mobile home was critically injured. From here, the tornado passed east northeast, just north of the Energy and Snell communities, causing EF-2 damage to a number of frame homes along with extensive tree and powerline damage. The tornado crossed Highway 514 northeast of Snell, still causing extensive tree damage and significant roof damage to several large frame homes, before moving across the state line into Choctaw County, Alabama. The tornado continued into Alabama for 59 miles, bringing the total path length to 124 miles.","A historic outbreak of tornadoes across the Ark-La-Miss began late on Tuesday, April 26th continuing into the early morning hours of Wednesday, April 27th. The event ramped up again during the early afternoon of April 27th continuing into the early evening.  The activity on April 26th began as supercell thunderstorms producing large hail and tornadoes across northeast Texas and portions of Arkansas before evolving into a squall line as it moved east. This line of storms had multiple stages of evolution and moved across several states before dissipating. This line was very efficient in producing wind damage as it pushed east. More impressively, this line was responsible for 23 of the 32 tornadoes that occurred across the Ark-La-Miss during this event. Of those 23, 12 were rated as strong (EF2, EF3) tornadoes and had fairly long path lengths.||The atmosphere reloaded quickly Wednesday morning and became increasingly favorable for more severe storms by early afternoon. The driving force for the activity Wednesday afternoon was a potent shortwave and deep surface low that intensified during the day. The winds in the mid levels of the atmosphere increased to 80-100 mph helping to deepen the surface low further, which in turn caused the low level winds to become stronger. The wind shear caused by the turning of the winds from south near the surface to westerly aloft was at rare levels for late April over the Deep South. In addition, an abundance of low level moisture returned to the area in wake of the morning complex. Sunny skies during the morning interacted with the high levels of low level moisture eventually leading to a very unstable air mass by early afternoon. The result was an extremely rare mix of instability and wind shear. These ingredients, along with lift from a potent upper disturbance, ultimately led to the historic tornado outbreak of April 27, 2011.||By early afternoon, several discrete supercell thunderstorms were developing across central and eastern Mississippi. It did not take long for these storms to take on ���classic��� supercell structures and begin producing tornadoes. The first tornado of the afternoon started in Neshoba County on the north side of Philadelphia. This tornado ended up producing EF-5 damage and tracked for 29 miles across Neshoba, Kemper, Winston and Noxubee Counties. Through the rest of the afteroon multiple tornadoes developed, stemming from multiple supercell storms. Nearly all of the storms produced tornadoes, with many of them long track and significant. The other violent tornado to impact the Jackson, MS forecast area occurred across Smith, Jasper, and Clarke Counties. This tornado continued into Alabama and had a total path length of 124 miles across both states.||Loss of life during this historic event was staggering. Unfortunately, 321 people lost their lives making this the second deadliest tornado outbreak in U.S. history. The March 18, 1925 Tri-State tornado outbreak is first with 747 fatalities. This marks the first EF-5 tornado in Mississippi since the Candlestick Park tornado on May 3, 1966, and this marks the first time since statistics have been kept that two EF-5 tornadoes have been recorded on the same day in Mississippi, with the tornado in Smithville also rated as EF-5. Incredibly, 4 tornadoes had path lengths over 100 miles across the southern states during this event, and all 4 of these were rated either EF-4 or EF-5.",40
+301829,DEKALB CO.,TEN BROECK,04/27/2011,1719,Tornado, ,EF5,25,0,0,0,AL,CST-6, ,50516,C,49,HUN,0,0,NWS Storm Survey, ,33.66,1320,2,S,3,NE,SULPHUR SPGS,34.3907,-85.9784,34.7333,-85.5578,"A violent long track tornado began in the Lakeview community northeast of Geraldine before tracking northeastward, generally parallel to and just east of State Route 75.  Along this line, the tornado passed through Fyffe, Rainsville, Sylvania, and eventually into northern DeKalb County south of the Cartersville community, killing 25 people. On the first day of surveys, the survey team noticed initial damage in the Lakeview community where the path width was generally around 50 yards.  This initial damage included mostly felled and snapped trees and structural damage to small buildings.  Extensive damage was noted especially in Rainsville and Sylvania where the path width was estimated to over 1/2 mile wide.  Damage in Rainsville included houses that were completely removed from foundations, with debris scattered for about one mile.  Near this location, trees were debarked and a few mobile homes were completely destroyed, with debris strewn for about a mile downstream.||A narrow corridor of intense damage extended from Skaggs Road to Lingerfeldt Road (also known as County Road 180), extending toward County Road 514.  Along Skaggs Road, a stone house was completely obliterated with much of the interior debris strewn well away from the structure.  A supporting large cement stone pillar was ripped completely out of the ground.  Another home along Skaggs Road was also leveled completely to the ground. The NOAA overflight showed significant ground scarring in this area and a walk through the nearby fields showed large pot marks and other sections of disturbed ground. ||Slightly northeast along Lingerfeldt Road, numerous homes were leveled completely to their foundation with vehicles and debris strewn for hundreds of feet.  Overhead photos and follow-up visual confirmation revealed a mangled vehicle tossed well into a ravine and resting up in the remainder of trees.  At  1608 Lingerfeldt Road/County Road 180, a large two story brick home was completely obliterated with several of the supporting anchors ripped of the ground.  A concrete porch was ripped off with pieces strewn up to 150 yards.  A section of the asphalt driveway was pulled up.  In addition, an anchored liberty safe weighing 800 pounds was pulled off its anchorage and thrown into a wooded area 600 feet away.  When found, the safe's door had been ripped open and completely off.  A large pick-up truck at this residence was found mangled in pieces over 250 yards away in the same wooded area.  The residents of the home survived in a nearby storm pit.  Of note, the storm pit was partially exposed by the tornado with dirt being sucked up and pulled away around the opening.  Next door, a mobile home was completely disintegrated.  The residents of the mobile there also survived in a storm pit.  The section of damage from Skaggs Road to Lingerfeldt Road near the intersection with Crow Lane was deemed to be EF-5 intensity.   Severe damage with high end EF-4 damage was noted in a corridor from County Road 515 through a neighborhood along County Road 441.  In the east and south ends of the neighborhood, many one and two story homes were leveled to their foundation with debris scattered some distance.  Several cars were thrown a large distance in this area.  There was evidence of ground scarring as well as some sidewalk pavement pulled up in this location.  However, some of the homes in this area appeared to be pushed off their foundation initially with limited anchorage. ||In the Sylvania community, similar situation occurred with houses completely removed from foundations and debris blown far downstream.  Some of these houses were connected to their foundations with anchor bolts and foundation straps, indicating a stronger construction of the homes. ||Tornado damage continued from the Blake community, intersecting County Road 27, running parallel between State Highway 75 and Interstate 59 through Henager, Ider, to south of Cartersville.  ||In the Blake community, the tornado path width was estimated to be one half to three quarters of a mile.  Along County Road 27 just southeast of Sylvania, significant damage was observed .  All exterior and interior walls of several homes were completely destroyed with partial block and mortar foundations remaining.  In one instance, a concrete slab that served as a porch was displaced a few feet and broken in half.  Some hardwood trees in the area were stripped with no stubs of any branches remaining and were partially debarked.  The Mountain View Baptist Church sustained significant damage.  An old, one-story portion of the church dating back to 1902 and constructed of a brick and mortar exterior on wood frame walls was completely destroyed.  A recent two-story addition to the church was constructed in 2004 and consisting of similar building materials was partially destroyed, with most exterior walls and nearly all interior walls fallen.  A concrete block and mortar foundation was all that remained of a hallway adjoining the two buildings.","A powerful storm system roared across the Southeast United States on Wednesday, April 27, 2011. In the wake of this system, hundreds of people were left injured and/or homeless, along with approximately 100 people who lost their lives in the northern Alabama area alone. Some of the devastation was literally unimaginable with countless homes, neighborhoods and even portions of cities or towns either partially or completely destroyed. This storm system would be responsible for one of the largest and deadliest tornado outbreaks to ever impact much of the southeastern region.| |The powerful storm system that affected the National Weather Service, Huntsville service area would actually occur in three separate waves of severe weather that day. The first occurred during the early morning hours of April 27, 2011 roughly between the hours of 2 AM and 8 AM CDT, while the second occurred during the late-morning to early afternoon period. The third and most devastating wave occurred during the afternoon hours on Wednesday, with some of the most violent and destructive tornadoes to affect the central Tennessee Valley area in recent decades.| |The worst areas impacted by these storms included the towns of Phil Campbell and Oak Grove in eastern Franklin County Alabama, Mt. Hope in western Lawrence County and the Tanner Community in eastern Limestone County. Along a line connecting these areas tracked an EF5 tornado with peak winds around 210 mph, the strongest and most violent on the Enhanced Fujita Scale. ||Other areas impacted by the storms include the city of Cullman, where extensive damage occurred to buildings in the downtown area, and to the town of Fairview, both of which are located in Cullman County. Downstream, further significant damage occurred to the Ruth and Oak Grove communities in Marshall County. In addition, the communities of Rainsville and Sylvania along with the towns of Henagar and Ider in DeKalb County were severely impacted. Fatalities in DeKalb County alone numbered at least 33 people. Furthermore, the towns of Flat Rock, Higdon and Pisgah in Jackson County sustained incredible damage. The tornadoes that affected these areas were rated as an EF4 with maximum winds near 190 mph.||In most of these areas alone, numerous people lost their lives. These represent just several of the communities and towns impacted by the events of April 27, 2011. While the majority of the analysis and survey work conducted by the National Weather Service, Huntsville and its partners have been completed, there will undoubtedly be countless research studies conducted by both academia and operational personnel in order to further evaluate and understand the complex processes associated with this near unprecedented severe weather outbreak.",41
+312009,CLARKE CO.,WAUTUBBEE,04/27/2011,1726,Tornado, ,EF4,4,14,900000,800000,MS,CST-6, ,51541,C,23,JAN,0,0,NWS Storm Survey, ,28.76,1050,4,WNW,1,ESE,HURRICANE CREEK,32.1439,-88.9154,32.2143,-88.4327,"This tornado started by downing some trees just southeast of Raleigh, near and across Highway 18. As the tornado moved northeast along Bailey Road and crossed County Road 130, it intensified and produced high end EF-1 damage, snapping and uprooting trees, taking shingles off roofs, and blowing skirting out from mobile homes. The tornado continued to strengthen as it moved northeast, and along County Roads 136, 107, and 105, it produced damage indicative of high end EF-2. A few mobile homes were destroyed and several homes and buildings sustained significant roof damage, along with extensive tree damage. Along County Road 105, a mobile home was picked up by the tornado, bounced along the ground a couple of times, and was then thrown into woods across the road, with debris scattered for at least a mile downstream, including the frame of the mobile home. The occupant of the mobile home was the first fatality of this tornado. The tornado continued northeast, and reached its most intense and widest point in the Smith County portion of the tornado just before crossing the county line at County Road 103. Here, in the central core of the tornado there was an area of completely mowed down pine trees in which everyone was snapped and many were denuded, and two frame homes had the roofs and exterior walls completely destroyed with extensive damage to interior walls. In addition, many power poles were snapped, a mobile home was annihilated, and a large shop building was completely destroyed. The damage here was rated high end EF-3 with maximum estimated winds of 160 mph.||The tornado remained intense as it crossed into Jasper County and moved across County Road 13, causing very impressive tree damage with nearly every pine tree snapped and extensive evidence of denuding and debarking. Power poles were also snapped. The tornado produced similar type damage as it crossed County Road 16. The tornado then produced its first area of EF-4 damage just northwest of Louin along County Road 164. Here, the tornado struck an area with several mobile homes and one frame home. The frame home was completely destroyed, with most interior walls down and some of the foundation pushed clean. Several mobile homes in the area, including two double wides which the residents said were well strapped down, were completely destroyed with the debris and frames blown great distances. In fact, all of the debris was so dispersed and mixed that it was impossible for the surveyors to reconstruct the positions of the mobile homes and house without explanations from the residents. Two people were killed in a mobile home at this spot; however, several other people abandoned their mobile homes after hearing warnings to shelter in a nearby brick home, and were certainly saved from serious injury or death. ||After crossing Highway 15, the tornado weakened and narrowed somewhat. As it crossed County Road 23, it produced EF-2 damage, destroying two mobile homes and causing extensive tree and powerline damage. The tornado then produced a relatively narrow path of EF-1 tree and powerline damage for several miles, until reintensifying near Rose Hill. As the tornado crossed Highway 18 southeast of Rose Hill, it removed most of the roof of a frame home and caused heavy damage to the exterior walls, took a large section of roof off another frame home, completely destroyed a large tied down mobile home, and caused extensive tree damage. This damage was rated at the low end of EF-3. After causing this damage, the tornado weakened again, causing mainly EF-1 type tree damage until it reached the Clarke County line, with the last point inside the county line on County Road 22 rated as EF-0, with just a few trees and limbs down. ||The tornado then continued into Clarke County and reintensified somewhat, causing tree and powerline damage as it crossed Interstate 59 and US Highway 11. The tornado then became much more intense as it moved along the south side of the town of Enterprise. A number of homes and mobile homes were heavily damaged or destroyed along County Road 320 and State Highway 513. This damage was rated as high EF-2 to low end EF-3. As the tornado passed along a two mile stretch of State Highway 519 east of Enterprise, it heavily damaged several frame homes and caused extensive tree damage. One spot here was the other area of EF-4 damage produced by this tornado. A new construction frame home was completely leveled with the debris swept off the foundation. Residents in the area reported that the house was nearly completed. Based on these reports and the extent of other nearby, primarily tree, damage, this damage is being rated EF-4 with maximum winds of 175 mph. Other damage in this general area was rated as high end EF-2 or low end EF-3. ||The tornado weakened slightly again as it crossed US Highway 45 and State Highway 145, and then caused high end EF-2 and low end EF-3 damage at County Roads 456 and 457. Here, several strapped down double wide mobile homes were destroyed with debris strewn over long distances. Nearby residents reported that one of the mobile homes was occupied by 11 persons at the time of the tornado, and that this was the location where 4 people were killed. Another resident of a nearby mobile home was critically injured. From here, the tornado passed east northeast, just north of the Energy and Snell communities, causing EF-2 damage to a number of frame homes along with extensive tree and powerline damage. The tornado crossed Highway 514 northeast of Snell, still causing extensive tree damage and significant roof damage to several large frame homes, before moving across the state line into Choctaw County, Alabama. The tornado continued into Alabama for 59 miles, bringing the total path length to 124 miles.","A historic outbreak of tornadoes across the Ark-La-Miss began late on Tuesday, April 26th continuing into the early morning hours of Wednesday, April 27th. The event ramped up again during the early afternoon of April 27th continuing into the early evening.  The activity on April 26th began as supercell thunderstorms producing large hail and tornadoes across northeast Texas and portions of Arkansas before evolving into a squall line as it moved east. This line of storms had multiple stages of evolution and moved across several states before dissipating. This line was very efficient in producing wind damage as it pushed east. More impressively, this line was responsible for 23 of the 32 tornadoes that occurred across the Ark-La-Miss during this event. Of those 23, 12 were rated as strong (EF2, EF3) tornadoes and had fairly long path lengths.||The atmosphere reloaded quickly Wednesday morning and became increasingly favorable for more severe storms by early afternoon. The driving force for the activity Wednesday afternoon was a potent shortwave and deep surface low that intensified during the day. The winds in the mid levels of the atmosphere increased to 80-100 mph helping to deepen the surface low further, which in turn caused the low level winds to become stronger. The wind shear caused by the turning of the winds from south near the surface to westerly aloft was at rare levels for late April over the Deep South. In addition, an abundance of low level moisture returned to the area in wake of the morning complex. Sunny skies during the morning interacted with the high levels of low level moisture eventually leading to a very unstable air mass by early afternoon. The result was an extremely rare mix of instability and wind shear. These ingredients, along with lift from a potent upper disturbance, ultimately led to the historic tornado outbreak of April 27, 2011.||By early afternoon, several discrete supercell thunderstorms were developing across central and eastern Mississippi. It did not take long for these storms to take on ���classic��� supercell structures and begin producing tornadoes. The first tornado of the afternoon started in Neshoba County on the north side of Philadelphia. This tornado ended up producing EF-5 damage and tracked for 29 miles across Neshoba, Kemper, Winston and Noxubee Counties. Through the rest of the afteroon multiple tornadoes developed, stemming from multiple supercell storms. Nearly all of the storms produced tornadoes, with many of them long track and significant. The other violent tornado to impact the Jackson, MS forecast area occurred across Smith, Jasper, and Clarke Counties. This tornado continued into Alabama and had a total path length of 124 miles across both states.||Loss of life during this historic event was staggering. Unfortunately, 321 people lost their lives making this the second deadliest tornado outbreak in U.S. history. The March 18, 1925 Tri-State tornado outbreak is first with 747 fatalities. This marks the first EF-5 tornado in Mississippi since the Candlestick Park tornado on May 3, 1966, and this marks the first time since statistics have been kept that two EF-5 tornadoes have been recorded on the same day in Mississippi, with the tornado in Smithville also rated as EF-5. Incredibly, 4 tornadoes had path lengths over 100 miles across the southern states during this event, and all 4 of these were rated either EF-4 or EF-5.",42
+314886,ST. CLAIR CO.,SANIE,04/27/2011,1732,Tornado, ,EF4,13,30,200000000,0,AL,CST-6, ,50455,C,115,BMX,0,0,NWS Storm Survey, ,28.85,1760,3,NW,1,ENE,HENRY LAKE,33.6839,-86.5234,33.8291,-86.0526,"This tornado initially touched down in eastern Jefferson County, north northeast of Trussville and moved northeast through portions of St. Clair, Calhoun, Etowah and Cherokee Counties. The tornado then moved into Georgia, across Polk, Floyd and Bartow (See Storm Data Peachtree City) Counties. The tornado crossed into St. Clair County near Argo where it caused mostly tree damage consistent with an EF1 rating as it tracked north of Margaret. The tornado began to strengthen as it neared US Hwy 411 where it caused minor roof damage to one home. The tornado crossed US Hwy 411 north of Odenville, taking a turn to the northeast, and then moved parallel to Shoal Creek. The tornado strengthened rapidly to an EF4 with winds of 170 mph, and caused extensive damage along Shoal Creek Rd, east of CR 26. At least 6 homes were destroyed, with only small interior rooms remaining. At least one home was swept clean from the foundation. Many mobile homes were also destroyed. In addition, tree damage was extensive in this area, with every tree left mangled. At least 14 fatalities occurred along Shoal Creek Rd. The path width increased to around 1 mile as the tornado approached Neely Henry Lake and the Calhoun County line. The tornado maintained a path along Shoal Creek Rd until it crossed the lake. ||This tornado was produced by a supercell thunderstorm that began in Newton County Mississippi at 13:54 pm CST, and dissipated in Macon County, North Carolina at approximately 21:18 pm CST. This supercell spawned several strong to violent tornadoes along its long path, including another violent EF4 tornado that crossed portions of Tuscaloosa and western suburbs of the Birmingham.","A powerful storm system crossed the Southeast United States on Wednesday, April 27, 2011, resulting in a large and deadly tornado outbreak.  This epic event broke the record for number of tornadoes in a day for the state of Alabama, becoming the most significant tornado outbreak in the state���s history. ||Central Alabama had two rounds of severe weather that day. During the early morning hours, a Quasi-Linear Convective System quickly moved across the northern half of the National Weather Service, Birmingham county warning area. Straight line winds of 90 mph (78kts) or greater and 11 tornadoes lead to widespread damage and power outages. During the afternoon, long-lived supercell thunderstorms produced long-track, strong and violent tornadoes. Destruction and loss of life across many towns and communities was devastating. ||The hardest hit areas included Shottsville and Hackleburg, both in Marion County, where winds of 160 mph and 210 mph respectively, caused unimagineable damage. Cordova, in Walker County, was hit twice; by a tornado along the Quasi-Linear Convective System during the early morning hours and again in the afternoon by a long-track EF4 tornado. A long track tornado moved across the city of Tuscaloosa and the western suburbs of Birmingham, resulting in the complete destruction of whole neighborhoods and numerous injuries and fatalities in those heavily populated areas. The same parent supercell produced another violent tornado in east Central Alabama as it tracked across St. Clair and Calhoun Counties, resulting in additional fatalities and incredible damage to a number of neighborhoods. Another violent EF4 tornado tracked across portions of Elmore and Tallapoosa Counties, including Lake Martin, destroying numerous homes and a large section of a mobile home park. ||Most of the violent tornadoes from this day were captured on video by a number of people, including storm spotters and chasers, as well as numerous television news crews and remotely controlled web-enabled video cameras.  This allowed unprecedented coverage and viewing of this historic event in real time from people worldwide.",43
+314900,CALHOUN CO.,MIDDLETON,04/27/2011,1804,Tornado, ,EF4,8,25,122000000,0,AL,CST-6, ,50455,C,15,BMX,0,0,NWS Storm Survey, ,17.62,1760,4,NNW,5,N,TREDEGAR,33.8291,-86.0526,33.9419,-85.7771,"This tornado initially touched down in eastern Jefferson County, north northeast of Trussville and moved northeast through portions of St. Clair, Calhoun, Etowah and Cherokee Counties, before it moved into Georgia, across Polk, Floyd and Bartow (See Storm Data Peachtree City) Counties. The tornado crossed Neely Henry Lake and into Calhoun County at Eagle Cove Rd., northwest of Ohatchee. At this point, the tornado had winds of 180 mph, an EF4 rating, and a path width of 1 mile. As the tornado crossed AL Hwy 77, numerous homes were leveled and mobile homes were demolished. Trees were left as stumps. Four fatalities occurred in this area. The tornado continued to cause extensive damage as it moved northeast crossing US Hwy 431 at Colwell and CR 23, where several homes and one church were destroyed. Four fatalities occurred in this area. As the tornado approached the Etowah County line, it weakened to an EF2 with winds of 120 mph, but continued to cause damage. Several homes were damaged and one mobile home destroyed along CR 64. The tornado moved into Etowah County east of Cannonball Rd. ||This tornado was produced by a supercell thunderstorm that began in Newton County Mississippi at 13:54 pm CST, and dissipated in Macon County, North Carolina at approximately 21:18 pm CST. This supercell spawned several strong to violent tornadoes along its long path, which included another violent EF4 tornado that crossed portions of Tuscaloosa and western suburbs of the Birmingham.","A powerful storm system crossed the Southeast United States on Wednesday, April 27, 2011, resulting in a large and deadly tornado outbreak.  This epic event broke the record for number of tornadoes in a day for the state of Alabama, becoming the most significant tornado outbreak in the state���s history. ||Central Alabama had two rounds of severe weather that day. During the early morning hours, a Quasi-Linear Convective System quickly moved across the northern half of the National Weather Service, Birmingham county warning area. Straight line winds of 90 mph (78kts) or greater and 11 tornadoes lead to widespread damage and power outages. During the afternoon, long-lived supercell thunderstorms produced long-track, strong and violent tornadoes. Destruction and loss of life across many towns and communities was devastating. ||The hardest hit areas included Shottsville and Hackleburg, both in Marion County, where winds of 160 mph and 210 mph respectively, caused unimagineable damage. Cordova, in Walker County, was hit twice; by a tornado along the Quasi-Linear Convective System during the early morning hours and again in the afternoon by a long-track EF4 tornado. A long track tornado moved across the city of Tuscaloosa and the western suburbs of Birmingham, resulting in the complete destruction of whole neighborhoods and numerous injuries and fatalities in those heavily populated areas. The same parent supercell produced another violent tornado in east Central Alabama as it tracked across St. Clair and Calhoun Counties, resulting in additional fatalities and incredible damage to a number of neighborhoods. Another violent EF4 tornado tracked across portions of Elmore and Tallapoosa Counties, including Lake Martin, destroying numerous homes and a large section of a mobile home park. ||Most of the violent tornadoes from this day were captured on video by a number of people, including storm spotters and chasers, as well as numerous television news crews and remotely controlled web-enabled video cameras.  This allowed unprecedented coverage and viewing of this historic event in real time from people worldwide.",44
+353666,MONROE CO.,CITICO BEACH,04/27/2011,1831,Tornado, ,EF4,0,0,50000,0,TN,EST-5, ,49915,C,123,MRX,0,0,NWS Storm Survey, ,1.7,1320,4,E,5,NNW,CALDERWOOD DAM,35.5324,-84.0504,35.5459,-84.0274,"A massive EF-4 tornado quickly spun up just west of Chilhowee Lake in northern Monroe County that scoured the forest in the Cherokee National Forest.  The tornado entered the Lake (at the Blount County line) and smashed a large steel transmission tower.  The tornado then entered the Great Smoky Mountains National Park on the other side of the lake and again began to rip through heavy forest.","Favorable atmospheric conditions resulted in a deadly tornado outbreak across east Tennessee on the 27th.  The thunderstorms produced more than 50 tornadoes across the east Tennessee area with 32 deaths and more than 200 injured.  The tornadoes produced from light to heavy damage to hundreds of homes and businesses.  Hail as large as baseballs was also reported.",45
+300456,BLOUNT CO.,CHILHOWEE,04/27/2011,1833,Tornado, ,EF4,0,0,1000000,0,TN,EST-5, ,49915,C,9,MRX,0,0,NWS Storm Survey, ,12.75,1320,1,SW,2,WNW,LAWSON XRDS,35.5459,-84.0274,35.6633,-83.846,"Chilhowee EF4 Tornado.  An NWS survey team reported an EF4 tornado touched down west of Chilhowee Lake in northern Monroe County. The max wind of 170 mph smashed a TVA transmission tower in the Lake, and ground up miles of forest in both Cherokee National Forest, then in Great Smoky Mountains National Park.   ||This tornado started in northern Monroe County in the Cherokee National Forest, then crossed Chilhowee Lake where it smash the tower, entering into Blount County. On the far shore of the lake (now in Blount County and also entering the Great Smoky Mountains National Park), it took a right turn at 33.5574/84.0061, traveled ENE deeper into the park, towards Cades Cove.  Before getting to Cades Cove it took a left turn near 35.5794/83.9878 and headed to the NE.  It finally dissipated about 4 miles north of Cades Cove, still in the Park.  Its total path was 14.5 miles long.","Favorable atmospheric conditions resulted in a deadly tornado outbreak across east Tennessee on the 27th.  The thunderstorms produced more than 50 tornadoes across the east Tennessee area with 32 deaths and more than 200 injured.  The tornadoes produced from light to heavy damage to hundreds of homes and businesses.  Hail as large as baseballs was also reported.",46
+300459,SEQUATCHIE CO.,DAUS,04/27/2011,1906,Tornado, ,EF4,0,0,250000,0,TN,CST-6, ,49915,C,153,MRX,0,0,NWS Storm Survey, ,7.86,880,1,NNE,3,ESE,MT AIRY,35.34,-85.42,35.41,-85.31,"New Harmony Tornado.  A NWS storm survey reported an EF2 tornado initially developed near Dunlap.  It tracked northeast across Sequatchie, Bledsoe and into Rhea County.  It had a path length of 7.9 miles in Sequatchie county and a 1/2 mile path width.  Numerous trees and powerlines were downed and a few homes suffered some damage. The tornado intensified to an EF4 in Bledsoe County.  While in Sequatchie County...the tornado initially started on a more northerly track then turned to almost straight northeast at about 35.377N/85.380W.","Favorable atmospheric conditions resulted in a deadly tornado outbreak across east Tennessee on the 27th.  The thunderstorms produced more than 50 tornadoes across the east Tennessee area with 32 deaths and more than 200 injured.  The tornadoes produced from light to heavy damage to hundreds of homes and businesses.  Hail as large as baseballs was also reported.",47
+300460,BLEDSOE CO.,HENDON,04/27/2011,1913,Tornado, ,EF4,4,10,15000000,0,TN,CST-6, ,49915,C,7,MRX,0,0,NWS Storm Survey, ,16.3,880,5,WSW,1,E,NEW HARMONY,35.3969,-85.3253,35.5535,-85.1077,"New Harmony Tornado.  A NWS storm survey reported a tornado path in Sequatchie county and continued its track northeast into and across southeastern Bledsoe County.  It had a path length of 16.3 miles in Bledsoe county and a 1/2 mile path width.  The 190 mph wind destroyed several homes up on Waldens Ridge, with continuous damage noted into Rhea county. Numerous trees and barns were also downed in the path of the large tornado. Vehicles were picked up and thrown.  ||Four people died in the Pitts Gap area just before the tornado reached New Harmony.  The fatalities included a married couple--a 43 year old woman and a 39 year old man in their mobile home.  A man, his wife (64 years old), and her sister (70 years old, visiting from Nashville) were in a camper, camping on Waldens Ridge when the tornado struck, killing the two sisters, and injuring the man.  Another 10 people were injured.","Favorable atmospheric conditions resulted in a deadly tornado outbreak across east Tennessee on the 27th.  The thunderstorms produced more than 50 tornadoes across the east Tennessee area with 32 deaths and more than 200 injured.  The tornadoes produced from light to heavy damage to hundreds of homes and businesses.  Hail as large as baseballs was also reported.",48
+305268,CATOOSA CO.,BLUE SPRING,04/27/2011,1915,Tornado, ,EF4,8,30,25000000,0,GA,EST-5, ,50924,C,47,FFC,0,0,NWS Storm Survey, ,10.7,586,2,E,4,NNE,POST OAK,34.8744,-85.1785,34.9868,-85.0485,"A survey conducted by the National Weather Service Forecast Office in Peachtree City, Georgia confirmed that an EF4 tornado, the first of this intensity to occur within the Peachtree City, Georgia county warning area (CWA), touched down in Catoosa county, just southwest of Ringgold along Davis Ridge Road.  The tornado tracked across Interstate-75 at mile marker 348 then continued on into and through the city of Ringgold before tracking northeast toward Cohutta and then into Hamilton and eventually Bradley county, Tennessee.  The tornado tracked nearly 12 miles through Catoosa county.  Major devastation was observed throughout the north side of the city of Ringgold.  The worst damage occurred on Cherokee Valley Road on the north side of Ringgold where 12 homes were obliterated.  An additional 80 to 90 homes sustained major damage from the tornado.  In addition, several commercial businesses, including restaurants and motels, at exit 348 on Interstate-75 were destroyed.  There were eight fatalities and 30 injuries reported with this tornado.  Seven of the eight deaths occurred on Cherokee Valley Road, which was heavily devastated by the tornado.  Most of the tornado victims lived within 200 yards of each other and were killed when their homes collapsed around them.  Finally, hundreds of trees and dozens of power lines and utility poles were also destroyed by the tornado.  This was by far the deadliest and most devastating of the 15 tornadoes to affect north and central Georgia during this tornado outbreak.||Total damages from Catoosa county consist of 74 destroyed homes and/or businesses, 60 with major damage, and 118 with minor damage for a total of 252 affected structures.||[04/27-04/28/11: Tornado #4, County #1-1, EF4, Catoosa, 2011:013].","A highly diffluent, deep upper trough, centered across Texas, took on a negative tilt and began to rotate northeast during this period.  A strong maritime-Pacific (mP) cold front accompanied the upper trough through the mid-south into the southeast from the early morning hours of the 27th to the early morning hours of the 28th.  An intense low-level jet with winds in excess of 70 knots was noted in advance of this system and tracked across the mid-south early on the 27th, across north Alabama and north Georgia into the early morning hours of the 28th.  West-southwest winds aloft were highly diffluent and near 200 mph across this same region.  The strong low-level jet brought unseasonably, warm, moist Gulf air northward in advance of the mP cold front.  Dewpoints in the 70s and maximum temperatures in the 80s combined with the extremely strong low-level and upper jets to create an almost perfect environment for severe thunderstorms and large devastating tornadoes.  Indeed, the tornado outbreak that affected much of the eastern U.S., but particularly the south central and southeastern U.S. during this period, was unprecedented and likely the largest recorded in U.S. history.  The tornado outbreak that accompanied this combination of weather features has been termed the 2011 Super Outbreak, an outbreak even worse than the 1994 and 1974 super tornado outbreaks across the eastern U.S.  The outbreak affected the South Central, Southeast, Midwest, and even the usually less tornado prone Northeastern United States.  Over 330 tornadoes were reported during this outbreak which began on April 25th and continued into the 28th affecting 21 states from Texas to New York.  Even isolated tornadoes were noted in Canada.  Nearly 350 people died from these tornadoes, of which over 230 of these were in Alabama alone.  Four tornadoes on April 27th in Alabama and Mississippi were ranked EF5, the highest tornado damage rating on the Enhanced Fujita Scale.  On average, there is only one EF5 tornado per year in the entire U.S.||Widespread and destructive tornadoes occurred on each day of the outbreak, but April 27th was clearly one of the most prolific and destructive tornado days in U.S. history, probably only surpassed by the Tri-State outbreak of 1925 and the Tupelo-Gainesville outbreak of 1936.  The 24-hour period from 8 am April 27th to 8 a.m. April 28th is listed by the National Oceanic and Atmospheric Administration (NOAA) as the fourth deadliest tornado outbreak in U.S. history, with the 24 hours commencing April 28th at 8 a.m. as the fifth deadliest tornado day in U.S. history.  It has also been determined to be the costliest tornado outbreaks and one of the costliest natural disasters in the U.S., even after adjustments for inflation, with total damages estimated to exceed $10 billion. ||Georgia was heavily impacted by this tornado outbreak, especially the northwest part of the state which bore the brunt of the massive supercell thunderstorms producing killer tornadoes that tracked east-northeast from northern Alabama during the late evening.  All together, there were 15 tornadoes affecting 28 counties within the Peachtree City, Georgia 96-county warning area (CWA) of North and Central Georgia.  All of these occurred within a 24-hour period commencing at 8 am April 27th.  One of these tornadoes was rated an EF4, the first EF4 tornado in Georgia since the Palm Sunday outbreak in 1994.  In addition, there were also four EF3 tornadoes.  Fifteen tornado-related deaths were observed in north and central Georgia, the most tornado-related deaths within the Peachtree City, Georgia forecast area since its inception in 1994.  The previous highest tornado-related death total was 12 on March 20, 1998, when a tornado struck Gainesville, Georgia.||Finally, it should be noted that while the most significant period of severe weather during this outbreak for Georgia was from the afternoon of the 27th through the early morning hours of the 28th, there was an initial round of severe weather across northwest Georgia early on the 27th as a decaying line of severe thunderstorms moved into the region from northeast Alabama.  Widespread wind damage and even a few brief weaker tornadoes accompanied this system into the northwest counties of the state.",49
+296789,HAMILTON CO.,APISON,04/27/2011,1927,Tornado, ,EF4,8,100,20000000,0,TN,EST-5, ,49915,C,65,MRX,0,0,NWS Employee, ,4.9,800,3,SW,2,ESE,COLLEGEDALE ARPK,34.9868,-85.0485,35.0371,-84.9875,"Ringgold-Apison Tornado.  An EF4 tornado touched down in north Georgia and continued into southeast Hamilton county, just south of Apison, Tennessee. It tracked northeast across SE Hamilton County before moving across Bradley County and into Polk County.  It had a path length of 4.9 mile path length in Hamilton county and a path width of 800 yards.  The 190 mph wind completely leveled several homes and an additional 150 homes were damaged. Eight fatalities were attributed directly to the tornado along with 100 injuries.  Victims from Apison include a 77 year old grandmother along with her 17 year old grandson as well the 56 year old mother and 31 year old male cousin who died in their home.  In addition, a 63 year old man along with his 60 wife died in their home.  Also, a 70 year old man died with his 62 year old wife died in their home.","Favorable atmospheric conditions resulted in a deadly tornado outbreak across east Tennessee on the 27th.  The thunderstorms produced more than 50 tornadoes across the east Tennessee area with 32 deaths and more than 200 injured.  The tornadoes produced from light to heavy damage to hundreds of homes and businesses.  Hail as large as baseballs was also reported.",50
+300457,BRADLEY CO.,PINE HILL,04/27/2011,1934,Tornado, ,EF4,4,200,23000000,0,TN,EST-5, ,49915,C,11,MRX,0,0,NWS Storm Survey, ,20.4,800,2,SSE,4,E,HAUN MILL,35.0371,-84.9875,35.218,-84.703,"Ringgold-Apison Tornado.  This tornado touched down in north Georgia and tracked northeast into Hamilton County, Tennessee, and then into Bradley County. In Bradley County, the max intensity still caused EF4 damage with the max wind extimated at 170 mph and did extensive damage to many homes and businesses. An additional 4 people were killed by the tornado in Bradley County in the Blue Springs Community. The fatalities included a 42 year old women from Wisconsin visiting her son in the Blue Springs community as well as the 3 month old boy in the same house she was trying to protect.  In addition, a 40 year old women died in her home.  Also, a 67 year old woman died in her home.","Favorable atmospheric conditions resulted in a deadly tornado outbreak across east Tennessee on the 27th.  The thunderstorms produced more than 50 tornadoes across the east Tennessee area with 32 deaths and more than 200 injured.  The tornadoes produced from light to heavy damage to hundreds of homes and businesses.  Hail as large as baseballs was also reported.",51
+315334,TALLAPOOSA CO.,BARNESVILLE,04/27/2011,1936,Tornado, ,EF4,1,10,115000000,0,AL,CST-6, ,50455,C,123,BMX,0,0,NWS Storm Survey, ,19.03,880,6,NW,2,S,DUDLEYVILLE,32.7545,-85.8826,32.8843,-85.5936,"A tornado touched down in central Elmore County, north of Wetumpka, and moved northeast through central Tallapoosa and western Chambers Counties, before it lifted west northwest of Lafayette. The tornado crossed into Tallapoosa County near Stoney Ridge Rd, south of CR 34, and intensified to EF4 strength with winds of 170 mph. Damage was widespread and severe with several well built multi-story homes destroyed with no walls remaining on floors above basement level. The tornado continued at this strength but became narrower to nearly 400 yards wide as it crossed AL Hwy 49 south of Dadeville where it destroyed 2 homes and rolled a pick-up truck 120 yards. The tornado continued northeast and weakened to EF3 strength with winds of 155 mph. It crossed U.S. Hwy 280 just east of Dadeville where it produced significant damage to several homes and businesses, and caused one fatality. The tornado crossed into Chambers County west of Lafayette, south of CR 48.","A powerful storm system crossed the Southeast United States on Wednesday, April 27, 2011, resulting in a large and deadly tornado outbreak.  This epic event broke the record for number of tornadoes in a day for the state of Alabama, becoming the most significant tornado outbreak in the state���s history. ||Central Alabama had two rounds of severe weather that day. During the early morning hours, a Quasi-Linear Convective System quickly moved across the northern half of the National Weather Service, Birmingham county warning area. Straight line winds of 90 mph (78kts) or greater and 11 tornadoes lead to widespread damage and power outages. During the afternoon, long-lived supercell thunderstorms produced long-track, strong and violent tornadoes. Destruction and loss of life across many towns and communities was devastating. ||The hardest hit areas included Shottsville and Hackleburg, both in Marion County, where winds of 160 mph and 210 mph respectively, caused unimagineable damage. Cordova, in Walker County, was hit twice; by a tornado along the Quasi-Linear Convective System during the early morning hours and again in the afternoon by a long-track EF4 tornado. A long track tornado moved across the city of Tuscaloosa and the western suburbs of Birmingham, resulting in the complete destruction of whole neighborhoods and numerous injuries and fatalities in those heavily populated areas. The same parent supercell produced another violent tornado in east Central Alabama as it tracked across St. Clair and Calhoun Counties, resulting in additional fatalities and incredible damage to a number of neighborhoods. Another violent EF4 tornado tracked across portions of Elmore and Tallapoosa Counties, including Lake Martin, destroying numerous homes and a large section of a mobile home park. ||Most of the violent tornadoes from this day were captured on video by a number of people, including storm spotters and chasers, as well as numerous television news crews and remotely controlled web-enabled video cameras.  This allowed unprecedented coverage and viewing of this historic event in real time from people worldwide.",52
+300461,RHEA CO.,MORGAN SPGS,04/27/2011,2026,Tornado, ,EF4,0,2,2000000,0,TN,EST-5, ,49915,C,143,MRX,0,0,NWS Storm Survey, ,16,880,1,SSW,1,S,SPRING CITY,35.5535,-85.1077,35.68,-84.87,"New Harmony Tornado.  This tornado continued its destuctive path into Rhea County.  The 190 mph wind destroyed 19 roofs and 21 homes had damage. Trees and powerlines were also downed. Two people were injured.||This tornado had a total path length of 40.2 miles and was responsible for four deaths in Bledsoe County.","Favorable atmospheric conditions resulted in a deadly tornado outbreak across east Tennessee on the 27th.  The thunderstorms produced more than 50 tornadoes across the east Tennessee area with 32 deaths and more than 200 injured.  The tornadoes produced from light to heavy damage to hundreds of homes and businesses.  Hail as large as baseballs was also reported.",53
+296617,JASPER CO.,CENTRAL CITY,05/22/2011,1640,Tornado, ,EF5,158,1150,2800000000,0,MO,CST-6, ,49972,C,97,SGF,0,3,NWS Storm Survey, ,8.8,1600,2,SE,2,SSE,DUENWEG,37.056,-94.5701,37.0544,-94.4105,"National Weather Service survey teams rated the tornado that tracked across the southwest through east central portion of Joplin, Missouri, as an EF5 tornado.  Maximum winds were estimated to have exceeded 200 miles per hour. The tornado had a maximum width of one mile and an overall path length of nearly 21.6 miles, nearly nine miles of which occurred in Jasper County.||The tornado killed 158 directly, three indirectly, and injured over 1150 people.  Sadly, on May 24 a police officer who was volunteering from another department, was struck by lightning while serving in the response efforts and later died.  Equally, a 56 year old man who had been included as a direct fatality was later determined to have died of a heart attack.  Over 10,200 people filed for disaster assistance following the tornado.||The EF-5 rating (greater than 200 mph wind speeds) was mainly arrived at by the total destruction of vehicles, including some vehicles tossed several blocks and semi trucks thrown a quarter of a mile. Parking stops weighing over 300 pounds and re-barred into asphalt were uprooted and tossed.  Other factors in the rating included damage to reinforced concrete structures, and that St. John���s Hospital building structure was compromised.  ||Seven thousand homes were severely damaged or destroyed and another 900 damaged.  Other substantial buildings damaged or destroyed included the Joplin High School and Technical Center along with five other city schools.  Numerous retailers including Home Depot, Sports Academy, Dillons, and Walmart were also destroyed.  The most substantial building impacted was St John's hospital which will be razed due to the tornado.  It was calculated that 2 million cubic yards of debris is attributable to the storm across its relatively short length on the ground.||The tornado initially touched down one half mile southwest of the intersection of JJ Highway and Newton Road in Newton County where several large trees were toppled. ||The tornado rapidly intensified as it moved toward the intersection of Country Club Drive and 32nd Street where it crossed into Jasper County. Damage became more widespread as the tornado crossed Maiden Lane, breaking nearly all windows on three sides of St. Johns Hospital as well as damage to the roof and exterior walls on several floors.  Two patients on oxygen were indirectly suffocated when the generator and a backup generator were damaged after power was cut off.  Three additional patients may have succumbed similarly though sufficient data as to the cause of death was not available.  An additional indirect fatality occurred due to psychological trauma.||The tornado further intensified as it destroyed homes and businesses to the immediate east and north of the hospital. A church school was completely destroyed with the exception of a portion of the sanctuary.  Significant damage to the Greenbriar Nursing Home resulted in the death of 20 mostly elderly patients.  ||The tornado continued to destroy hundreds of frame homes between 32nd and 20th Streets, leading to nearly a fifth of the deaths. Three story apartment complexes had the top two floors removed; other two story complexes were partially leveled. Fourteen deaths occurred in apartments along the track.  Eleven additional deaths occurred in churches along this path.  There were two fatalities in a mobile home (Joplin has a city ordinance prohibiting mobile home parks). ||Well built structures that were heavily damaged or destroyed along this area included the Joplin High School, Franklin Technical Center and Irving Elementary, all of which were free of students due to the weekend.  The tornado also damaged three additional elementary schools.  A bank was totally destroyed with the exception of the vault. A large grocery store was also destroyed.  ||The tornado crossed Rangeline Road near 20th Street. Damage included significant to complete damage to several restaurants and large long-span retail buildings; including Home Depot, Sports Academy and Walmart in this area.  Twenty deaths occurred indoors or in the parking lots of these structures.  Semi trucks on the back side of Walmart were thrown more than a quarter mile.||The tornado continued to move eastward along and south of 20th Street destroying numerous warehouse style facilities, a portion of Joplin East Middle School, and residences through Duquesne Road.||The tornado continued destroying numerous homes as it began weakening. It turned southeast toward Interstate 44 where it threw several semi trucks as it crossed the interstate and moved into Newton County at 32nd Street just west of Kodiak Road.","A strong upper level trough across the central plains region and a strong upper level disturbance along with a frontal boundary in the area produced numerous severe storms with a few supercells across southeast Kansas. One cyclic supercell associated with the system produced a very large and deadly EF-5 tornado that hit the city of Joplin and then spawned two separate tornadoes that moved across southwestern Missouri. A separate tornadic supercell produced an EF-3 tornado that moved into McDonald County from Northeastern Oklahoma. ||Continuing thunderstorms lasted into May 23 as another line of thunderstorms moved across the region. This line of storms produced reports of large hail, damaging winds and a weak EF-0 tornado in south central Missouri. As the storms moved over the Joplin area, two police officers were struck by lightning while aiding in the post tornado efforts. One of the two officers later died of injuries from the lightning strike.",54
+315837,CANADIAN CO.,CALUMET,05/24/2011,1450,Tornado, ,EF5,7,112,0,0,OK,CST-6, ,52830,C,17,OUN,0,0,NWS Storm Survey, ,39.6,1760,14,SW,7,NNE,PIEDMONT,35.444,-98.287,35.725,-97.697,"This tornado is labeled Tornado B2 (Segment #1 of the Calumet-El Reno-Piedmont-Guthrie tornado). This tornado began very close to the Caddo/Canadian county border and quickly became a strong/violent tornado. The tornado destroyed numerous trees, many of them were debarked, before crossing Interstate 40. Three people died in vehicles near the I-40 Calumet exit, and two other fatalities occurred just northeast of that location. Cars were thrown thousands of feet off the roadways. It is believed that the tornado reached its maximum intensity just after crossing I-40, and it was here that a mobile radar measured winds of greater than 210 mph just off the surface. The El Reno Oklahoma Mesonet station (5 miles west) measured wind gusts of 131 and 151 mph. From this location, the tornado continued northeast, narrowly missing the town of Piedmont. Widespread EF-3, occasional EF-4 damage occurred between El Reno and Piedmont. More widespread EF-4 damage was seen west and north of Piedmont. Especially hard hit was the Falcon Lake neighborhood, near the Kingfisher county border. Two children were killed at this location. The tornado continued into southeastern Kingfisher County. Monetary damage estimates were not available at this time, but were probably going to be well in the tens of millions.","A tornado outbreak occurred over parts of northern and central Oklahoma during the day on the 24th, with violent tornadoes devastating several communities. By the end of the day, one EF-5, two EF-4, and two EF-3 tornadoes destroyed buildings, ripped up trees and power poles, and unfortunately, resulted in 11 deaths. The day began with a strong upper level trough ejecting out of the southwest United States. The trough took on a negative tilt as it approached the southern Plains. A strong jet stream was located at both the middle and upper levels rotating around the upper trough. At the surface, a low pressure strengthened rapidly over northwest Oklahoma, keeping the low-level flow of warm, moist air to flow east of a dry line that had moved into western Oklahoma. Thunderstorms developed by early afternoon over western Oklahoma, and quickly became supercellular as they moved northeast. Strong low-level rotation developed early, with the first tornado occurring over Blaine county, and moved northeast into Major county. Another supercell rapidly gained low-level rotation as it moved from Caddo into Canadian County. This tornado became the strongest of them all as it moved north of El Reno, west of Piedmont, and to south of Guthrie in Logan county. Nine people died as a result of this tornado. Two more powerful supercells developed over Grady county, and they moved northeast into McClain and Cleveland counties. Finally, the final tornado occurred east of Norman into Pottawatomie county. The timing of this outbreak could not have come at a worse time, as rush hour was just unfolding as the tornadoes neared the Oklahoma City metro area.",55
+315858,GRADY CO.,NORGE,05/24/2011,1606,Tornado, ,EF4,1,48,0,0,OK,CST-6, ,52830,C,51,OUN,0,0,NWS Storm Survey, ,21,880,3,ENE,4,SE,BRIDGE CREEK,35.008,-97.961,35.189,-97.67,"This tornado is labeled C1 (Segment #1 of the Chickasha-Blanchard-Newcastle tornado). The tornado formed on the south side of Chickasha, quickly doing EF-2 damage. Mobile homes were damaged and destroyed, trees were uprooted/destroyed, outbuildings were destroyed, and many buildings lost significant portions of their roofs. One fatality occurred as a mobile home was destroyed in the south portion of Chickasha. As the tornado moved northeast of Chickasha, it gained significant strength, with several areas receiving EF-4 damage. Well-built homes were destroyed. Trees were debarked with only stumps remaining. Cars were thrown hundreds of feet. Almost continuous EF-3/occasional EF-4 damage occurred northeast until it crossed into McClain county 1.5 miles south of Highway 9. The tornado was probably at its strongest as it neared/crossed the McClain county line. Wind speeds there were estimated near 200 mph. Monetary damage estimates were not available.","A tornado outbreak occurred over parts of northern and central Oklahoma during the day on the 24th, with violent tornadoes devastating several communities. By the end of the day, one EF-5, two EF-4, and two EF-3 tornadoes destroyed buildings, ripped up trees and power poles, and unfortunately, resulted in 11 deaths. The day began with a strong upper level trough ejecting out of the southwest United States. The trough took on a negative tilt as it approached the southern Plains. A strong jet stream was located at both the middle and upper levels rotating around the upper trough. At the surface, a low pressure strengthened rapidly over northwest Oklahoma, keeping the low-level flow of warm, moist air to flow east of a dry line that had moved into western Oklahoma. Thunderstorms developed by early afternoon over western Oklahoma, and quickly became supercellular as they moved northeast. Strong low-level rotation developed early, with the first tornado occurring over Blaine county, and moved northeast into Major county. Another supercell rapidly gained low-level rotation as it moved from Caddo into Canadian County. This tornado became the strongest of them all as it moved north of El Reno, west of Piedmont, and to south of Guthrie in Logan county. Nine people died as a result of this tornado. Two more powerful supercells developed over Grady county, and they moved northeast into McClain and Cleveland counties. Finally, the final tornado occurred east of Norman into Pottawatomie county. The timing of this outbreak could not have come at a worse time, as rush hour was just unfolding as the tornadoes neared the Oklahoma City metro area.",56
+315875,MCCLAIN CO.,CRINER,05/24/2011,1635,Tornado, ,EF4,0,61,0,0,OK,CST-6, ,52830,C,87,OUN,0,0,NWS Storm Survey, ,17.6,880,7,WSW,1,SW,GOLDSBY,34.939,-97.67,35.141,-97.491,"This tornado is labeled D1 (Segment #2 of the Washington-Goldsby tornado). Widespread tree damage and ground scouring was ongoing as the tornado crossed into McClain county. As the tornado crossed Highway 76, even more intense damage occurred. EF-4 damage was surveyed at several locations. Several homes were reduced to a pile of rubble, or were wiped clean off of their foundations. Automobiles were mangled and almost unrecognizable. The tornado weakened and narrowed as it crossed CR 410. Even though the tornado had weakened, EF-2 to EF-3 damage was still occurring as it approached Highway 39. The tornado increased in intensity once again near the Highway, with EF-4 damage surveyed for the 2nd time. Well constructed homes were destroyed, with several wiped clean off of their foundations. This also began a longer streak of higher end damage, with EF-3 to EF-4 damage occurring until it crossed Highway 74B, west of High Avenue. Equally devastating destruction occurred over the areas of EF-4 damage. The tornado lifted west of Goldsby with still EF-3 damage occurring prior to lifting. It should be noted that this tornado had estimated winds up to 200 mph at times, falling just short of the damage indicator for an EF-5 tornado. Monetary damage estimates were not available.","A tornado outbreak occurred over parts of northern and central Oklahoma during the day on the 24th, with violent tornadoes devastating several communities. By the end of the day, one EF-5, two EF-4, and two EF-3 tornadoes destroyed buildings, ripped up trees and power poles, and unfortunately, resulted in 11 deaths. The day began with a strong upper level trough ejecting out of the southwest United States. The trough took on a negative tilt as it approached the southern Plains. A strong jet stream was located at both the middle and upper levels rotating around the upper trough. At the surface, a low pressure strengthened rapidly over northwest Oklahoma, keeping the low-level flow of warm, moist air to flow east of a dry line that had moved into western Oklahoma. Thunderstorms developed by early afternoon over western Oklahoma, and quickly became supercellular as they moved northeast. Strong low-level rotation developed early, with the first tornado occurring over Blaine county, and moved northeast into Major county. Another supercell rapidly gained low-level rotation as it moved from Caddo into Canadian County. This tornado became the strongest of them all as it moved north of El Reno, west of Piedmont, and to south of Guthrie in Logan county. Nine people died as a result of this tornado. Two more powerful supercells developed over Grady county, and they moved northeast into McClain and Cleveland counties. Finally, the final tornado occurred east of Norman into Pottawatomie county. The timing of this outbreak could not have come at a worse time, as rush hour was just unfolding as the tornadoes neared the Oklahoma City metro area.",57
+315859,MCCLAIN CO.,BLANCHARD,05/24/2011,1638,Tornado, ,EF4,0,0,0,0,OK,CST-6, ,52830,C,87,OUN,0,0,NWS Storm Survey, ,9.6,650,3,N,4,N,NEWCASTLE,35.189,-97.67,35.305,-97.589,"This tornado is labeled C1 (Segment #2 of the Chickasha-Blanchard-Newcastle tornado). Significant damage continued as the violent tornado moved over the McClain county border. This may have been the strongest portion of this tornado, with wind speeds near 200 mph. Well-built homes were destroyed, with some cleaned off of their foundation. A concrete dome home was severely damage, mainly by the flying debris. Trees were debarked or destroyed. Very little was left standing for the first few miles into McClain county. Fairly consistent EF-3, with brief periods of EF-4 damage occurred as the tornado neared/crossed Highway 9, near the Highway 76 junction. The tornado began to weaken as it moved toward the Cleveland county border, with mainly trees and power poles/lines snapped. The tornado continued into Cleveland County. Monetary damage estimates were not available.","A tornado outbreak occurred over parts of northern and central Oklahoma during the day on the 24th, with violent tornadoes devastating several communities. By the end of the day, one EF-5, two EF-4, and two EF-3 tornadoes destroyed buildings, ripped up trees and power poles, and unfortunately, resulted in 11 deaths. The day began with a strong upper level trough ejecting out of the southwest United States. The trough took on a negative tilt as it approached the southern Plains. A strong jet stream was located at both the middle and upper levels rotating around the upper trough. At the surface, a low pressure strengthened rapidly over northwest Oklahoma, keeping the low-level flow of warm, moist air to flow east of a dry line that had moved into western Oklahoma. Thunderstorms developed by early afternoon over western Oklahoma, and quickly became supercellular as they moved northeast. Strong low-level rotation developed early, with the first tornado occurring over Blaine county, and moved northeast into Major county. Another supercell rapidly gained low-level rotation as it moved from Caddo into Canadian County. This tornado became the strongest of them all as it moved north of El Reno, west of Piedmont, and to south of Guthrie in Logan county. Nine people died as a result of this tornado. Two more powerful supercells developed over Grady county, and they moved northeast into McClain and Cleveland counties. Finally, the final tornado occurred east of Norman into Pottawatomie county. The timing of this outbreak could not have come at a worse time, as rush hour was just unfolding as the tornadoes neared the Oklahoma City metro area.",58
+313004,FRANKLIN CO.,PETER PENDER,05/24/2011,2257,Tornado, ,EF4,1,6,1500000,0,AR,CST-6, ,51969,C,47,TSA,0,0,NWS Storm Survey, ,7.8,2200,3,SSE,0,W,DENNING,35.3182,-93.9044,35.399,-93.8079,"This is the third of six segments of this tornado. The tornado snapped or uprooted a number of large trees as it moved back into Franklin County from Logan County. The damage path widened considerably to about 3/4 of a mile as the tornado moved north of Highway 398 and approached Etna. In and near Etna, the tornado destroyed a number of permanent homes, destroyed mobile homes, destroyed a metal building, destroyed a number of outbuildings, snapped numerous power poles, and snapped or uprooted many large trees. One of the three tornado-related fatalities in Franklin County occurred when a double-wide mobile home was destroyed in Etna. At least six serious injuries occurred in this area and several of those were critical.||Several well-built, wood-framed permanent homes were destroyed in Etna with only a small amount of debris remaining on the foundation. Trees were debarked in this area and the ground was scoured by debris. A well-built, two-story, steel-framed home northeast of Etna on Highway 309 was also destroyed with only a few interior walls remaining on the first floor. Two people survived in the kitchen pantry as the home was destroyed around them. Maximum estimated wind speed in this segment of the tornado based on this damage was about 170 mph.||The tornado continued into Logan County, Arkansas, at 1.25 miles wide.","Severe thunderstorms developed along a dry line over central Oklahoma during the afternoon hours. Very unstable air and strong wind shear east of the dry line supported supercell thunderstorm structures, which persisted as the storms moved into northwestern Arkansas late in the evening. These severe storms produced tornadoes, large hail, and damaging downburst wind across portions of northwestern Arkansas. One of the tornadoes was especially intense, resulting in considerable damage to several towns as well as three fatalities in Franklin County.",59
+353589,TILLMAN CO.,TIPTON ARPT,11/07/2011,1443,Tornado, ,EF4,0,0,0,0,OK,CST-6, ,58317,C,141,OUN,0,0,NWS Storm Survey, ,15,500,7,S,3,NNE,TIPTON,34.357,-99.194,34.542,-99.115,"This violent tornado continued northeast into Tillman county about 9 miles SSW of Tipton. The most severe damage occurred at the Oklahoma State University Agronomy Research Station. The buildings at the site were demolished, with most of the debris thrown into the nearby fields. The trees surrounding the site were debarked and splintered. Other damage was to the Tipton Mesonet site that took a direct hit. The wind speed maxed out at 86.4 mph before the site was demolished by flying debris. The tornado lifted about 3 miles NNE of Tipton.","A powerful storm system moving through the southern Great Plains produced tornadoes, large hail, damaging winds and flooding across parts of Oklahoma and western north Texas on November 7-8, 2011.||The strong storm system generated severe weather including tornadoes, large hail, damaging winds and flooding from the early afternoon of November 7th through the early morning of November 8th. Several supercell thunderstorms developed over southwest Oklahoma during the mid-afternoon hours and moved northeast. One particularly nasty supercell thunderstorm developed over northern Wilbarger county in north Texas. This thunderstorm moved northeast into Tillman county, eventually producing at least eight tornadoes over a five county area. Two of the tornadoes moved near two Oklahoma Mesonet sites, both taking direct hits. The Mesonet site at Tipton measured 86.4 mph before it was destroyed. The Mesonet site near Fort Cobb measured 91.4 mph before it was destroyed. Both sites also recorded significant drops in surface pressure. Other supercells over southwest Oklahoma eventually congealed into a complex of storms and moved east into central Oklahoma. Numerous reports of high winds (92 mph near Clinton, OK) and hail up to golf ball-size were reported. The severe threat transitioned to a heavy rain and high threat after sunset.",60
+359691,SALINE CO.,CARRIERS MILLS,02/29/2012,451,Tornado, ,EF4,8,95,2000000,0,IL,CST-6, ,60247,C,165,PAH,0,0,NWS Storm Survey, ,15.93,325,1,N,1,E,BROOKLYN,37.6945,-88.65,37.771,-88.3751,"The tornado touched down about a mile north of Carrier Mills, then moved east-northeast through Harrisburg. The violent tornado produced a swath of devastation in south and southeast parts of Harrisburg. In Harrisburg, over 200 homes and about 25 businesses were heavily damaged or destroyed. The damage was in residential neighborhoods in the far south and southeast sections of Harrisburg. The commercial strip along U.S. Highway 45 in the south part of the city was directly impacted. A strip mall on the east side of U.S. Route 45 was destroyed. The tornado struck the Harrisburg medical center and surrounding residences on the southeast side of town. At least ten homes or other buildings were levelled, with several home structures displaced from their foundations. The neighborhood with the levelled homes and fatalities was adjacent to the destroyed strip mall. The tornado proceeded across Illinois Route 13 a few miles east of Harrisburg, destroying a farm house and a business. Hundreds of large trees were snapped or uprooted, along with many downed power lines. Peak winds were estimated near 180 mph based on numerous levelled and displaced homes. The average path width was 275 yards. The tornado continued into Gallatin County shortly after crossing Highway 142.","A squall line with embedded sustained supercells crossed southern Illinois. The embedded supercells raced east-northeast at 60 to 70 mph, while the line moved southeast at a slower rate. The storms strengthened as they encountered richer low-level moisture, with surface dew points around 60 degrees spreading rapidly north-northeastward up the Mississippi Valley. Intense low to mid-level wind fields maintained the intensity of tornadic storms despite weak instability due to lack of solar heating. A south-southwesterly low level jet from 60 to 70 knots veered to west-southwest around 75 knots at 500 mb.",61
+359697,GALLATIN CO.,EQUALITY,02/29/2012,504,Tornado, ,EF4,0,13,1000000,0,IL,CST-6, ,60247,C,59,PAH,0,0,NWS Storm Survey, ,10.16,300,4,NW,2,SSW,INMAN,37.771,-88.3751,37.7996,-88.1926,"The tornado crossed into Gallatin County from Saline County in the vicinity of Illinois Highway 142. The tornado moved east-northeast through very sparsely populated farm country before striking Ridgway directly. In Ridgway, the tornado damaged about 140 homes and businesses, causing one critical injury and about a dozen relatively minor injuries. Numerous cars were tossed around, mainly on the east side of Ridgway. A large historic church was completely destroyed. Hundreds of large trees were snapped or uprooted, along with many power lines down. A half dozen grain bins were destroyed. The tornado lifted about 4 miles east-northeast of Ridgway. The average path width was 275 yards. Peak winds were estimated near 180 mph.","A squall line with embedded sustained supercells crossed southern Illinois. The embedded supercells raced east-northeast at 60 to 70 mph, while the line moved southeast at a slower rate. The storms strengthened as they encountered richer low-level moisture, with surface dew points around 60 degrees spreading rapidly north-northeastward up the Mississippi Valley. Intense low to mid-level wind fields maintained the intensity of tornadic storms despite weak instability due to lack of solar heating. A south-southwesterly low level jet from 60 to 70 knots veered to west-southwest around 75 knots at 500 mb.",62
+359896,WASHINGTON CO.,FREDDRICKSBURG,03/02/2012,1450,Tornado, ,EF4,5,0,2000000,0,IN,EST-5, ,60205,C,175,LMK,0,0,NWS Storm Survey, ,17.35,800,1,WNW,3,ENE,DAISY HILL,38.4316,-86.1893,38.5103,-85.8848,"This EF-4 tornado that ultimately stayed on the ground for 49 miles across several counties touched down just south of Fredricksburg.  Several trees were snapped off with estimated EF-1 damage along a path of 30 yards wide along the south fork of the Blue Lick River.  After crossing farmland, the tornado widened and intensified quickly, toppling a high tension metal power structure near the intersection of Homers Chapel and Fredricksburg Roads. Damage at that location was consistent with 130 mph winds.  ||High tension wires were downed and trees snapped along West End Road just north of Shanks Hill Road.  The tornado continued to intensify as it crossed State Route 135 at Dutch Creek Road, ripping large chunks of 3 inch thick asphalt from a section of roadway and depositing large pieces up to 30 yards away, with smaller chunks of pavement found a quarter of a mile downstream.  Just east of State Route 135, tremendous tree damage began. At this point, the tornado widened to around 200 yards. As the tornado crossed Trainer Lane and Route 335 towards Robbs Lane, widespread tree and structural damage indicated EF-2 to EF-3 damage. At this point, the damage path began to widen to one third of a mile. ||After crossing Highway 60 just south of New Pekin, tremendous structural damage was surveyed. A large well-constructed factory building was cleared to its foundation slab with numerous anchoring bolts bent and stripped. Debris from this building was observed up to three quarters of a mile downstream. Large power poles were snapped. Another metal out building on the edge of the circulation had sheeting pulled off, apparently from the force of inbound winds towards the circulation. In this area 5 people were killed in a mobile home. Damage suggested an EF-4 tornado with a width of three to four tenths of a mile and estimated winds of 170 mph. ||The tornado then traveled along the border between Washington and Crawford counties where it caused widespread destruction southeast of Hurst and along East Daisy Hill Road in the county.  Here, a well constructed one story brick home at the top of a ridge was completely destroyed with no wall left standing. Witnesses described the funnel as a black wall. A heavy semi trailer cab was blown from this house and landed near another destroyed brick home. Damage to these homes suggested EF-4 winds of 170 mph. Near the intersection of East Daisy Hill and Williams Knob Roads, a home and two anchored double wide trailers were destroyed. A car was lifted and fell 100 yards away from its original driveway. The width of the damage path along the county line was up to one half mile, although the concentrated damage path was much more narrow. Overall, the twister traveled 17 miles in Washington county, felling thousands of trees in addition to destroying scores of buildings.","A surface Low over Missouri early in the afternoon of March 2nd strengthened to below 990mb as it moved north into Michigan by the evening hours. Around dawn, a warm front moved north of the Ohio River, accompanied by scattered elevated thunderstorms that produced small hail. During the early afternoon, temperatures rose into the lower 70s across southern Indiana. the combination of extreme wind shear and CAPE near 2000 Joules/kg brought several long lived supercells to the state near the Ohio River. These storms produced baseball-sized hail and several tornadoes, including a violent long-tracker, to southern Indiana. The tornadoes across the area were a part of a well forecast regional outbreak that affected the entire Lower Ohio and Tennessee Valleys. Overall, more than 80 tornadoes caused millions of dollars of damage and took several dozen lives. ||For southern Indiana, March 2nd became the worst tornado outbreak since June 2nd, 1990.",63
+359912,CLARK CO.,BLUE LICK,03/02/2012,1509,Tornado, ,EF4,1,0,55000000,0,IN,EST-5, ,60205,C,19,LMK,0,0,NWS Storm Survey, ,16.71,700,4,WNW,3,E,NABB,38.5156,-85.8678,38.606,-85.581,"This is a continuation of the violent long tracked tornado that began just south of Fredricksburg moved into Clark county as an EF-4 with a path width of one-third of a mile.  ||On Dan Gray Road, many well-constructed homes were leveled.  The tornado narrowed to a path width of one-quarter of a mile and decreased in intensity as it crossed Pixley Knob Road. Farther east, the twister destroyed two double-wide modular homes on Speith Road, killing one resident who had moments earlier been videotaping the tornado, and had taken shelter in the interior hallway of the home. Another family residence on the west side of the road was severely damaged, reflecting 150 mph winds.  ||The tornado crossed Interstate 65, trapping several people within damaged cars and semis.  This highway was closed for several hours.  The tornado strengthened just east of exit 19 off the Interstate as it entered a heavily industrialized area.  Buildings containing several businesses were destroyed.  A home was destroyed with estimated EF-4 winds on the east side of North Fraucke Road. Several homes were seriously damaged on the north side of State Highway 160.  The EF-4 tornado then moved through Henryville, severely damaging the south building of the Henryville Junior-Senior High School.  The cafeteria was completely destroyed and six automobiles were piled up along the south side of the school.  Two school buses in the south parking lot were ripped off their chassis, with one moved hundreds of feet east into a commercial business building across North Ferguson Street.  ||Extensive structural damage was surveyed on the east side of Henryville on North Front and Pennsylvania Streets.  A high tension tower and other homes were damaged just west of Pine Drive.  On Brownstown Road, many homes sustained EF-3 damage along the north side of the road.  Several homes were destroyed along Henryville-Otisco Road, with the damage to one reflecting EF-4 winds.  The tornado cycled near the intersect of Blackberry Trail and State Highway 3, with the original vortex narrowing rapidly into a rope-like funnel and ending as an EF-1 just as a new vortex immediately touched down just to the southwest of the original  near Highway 3 and Mahan Road. This new twister damaged a church as an EF-1 and quickly intensified to an EF-3 as it severely damaged several homes on the south side of Marysville. A Civil Air Patrol Flight revealed extensive ground scouring across several fields east of Marysville all the way to the Scott Jefferson County Line. The scouring indicated a multiple vortex tornado and was confirmed by witnesses and photos.  Several homes were severely damaged near and south of the intersection of Nabb-New Washington and Marysville-Nabb Roads.  The tornado had 150 mph winds and a width of one third of a mile at this point. ||The tornado intensified over open country east of the intersection of Kettle Bottom and State Highway 362 before crossing into Scott County as it moved north of Route 362.","A surface Low over Missouri early in the afternoon of March 2nd strengthened to below 990mb as it moved north into Michigan by the evening hours. Around dawn, a warm front moved north of the Ohio River, accompanied by scattered elevated thunderstorms that produced small hail. During the early afternoon, temperatures rose into the lower 70s across southern Indiana. the combination of extreme wind shear and CAPE near 2000 Joules/kg brought several long lived supercells to the state near the Ohio River. These storms produced baseball-sized hail and several tornadoes, including a violent long-tracker, to southern Indiana. The tornadoes across the area were a part of a well forecast regional outbreak that affected the entire Lower Ohio and Tennessee Valleys. Overall, more than 80 tornadoes caused millions of dollars of damage and took several dozen lives. ||For southern Indiana, March 2nd became the worst tornado outbreak since June 2nd, 1990.",64
+359916,SCOTT CO.,NABB,03/02/2012,1525,Tornado, ,EF4,1,0,500000,0,IN,EST-5, ,60205,C,143,LMK,0,0,NWS Storm Survey, ,0.61,500,3,E,3,ENE,NABB,38.6061,-85.5808,38.6094,-85.5702,"After exiting Clark County as an EF-4, this one-third mile wide tornado tracked for only six tenths of a mile across extreme southeastern Scott County before entering Jefferson County between the eastern endpoint of County Road 550 South and State Route 362. ||Despite its limited distance in Scott County, however, the tornado proved to be deadly, taking the life of a 72 year old man who was in his frame home residence on State Route 362 east of Kelly Bottom Road, where two other wood frame homes were also severely damaged and 5 mobile homes completely destroyed. This damage proved consistent with 170 mph winds.","A surface Low over Missouri early in the afternoon of March 2nd strengthened to below 990mb as it moved north into Michigan by the evening hours. Around dawn, a warm front moved north of the Ohio River, accompanied by scattered elevated thunderstorms that produced small hail. During the early afternoon, temperatures rose into the lower 70s across southern Indiana. the combination of extreme wind shear and CAPE near 2000 Joules/kg brought several long lived supercells to the state near the Ohio River. These storms produced baseball-sized hail and several tornadoes, including a violent long-tracker, to southern Indiana. The tornadoes across the area were a part of a well forecast regional outbreak that affected the entire Lower Ohio and Tennessee Valleys. Overall, more than 80 tornadoes caused millions of dollars of damage and took several dozen lives. ||For southern Indiana, March 2nd became the worst tornado outbreak since June 2nd, 1990.",65
+359915,JEFFERSON CO.,CHELSEA,03/02/2012,1526,Tornado, ,EF4,4,0,750000,0,IN,EST-5, ,60205,C,77,LMK,0,0,NWS Storm Survey, ,7.12,500,4,SW,2,ENE,PAYNESVILLE,38.6096,-85.57,38.6346,-85.4421,"The tornado entered Jefferson County as an EF-4 with a damage width of one-third of a mile. Several mobile homes were destroyed along and just north of State Highway 362 near the three-county intersection with Clark and Scott Counties. The tornado severely damaged several frame houses here, extensively damaged many power poles and power lines, and felled many trees.  ||After snapping trees and power poles along County Road 850, the tornado did a tremendous amount of damage around 2 miles south of Chelsea near the intersection of State Highway 62 and Swan Road.  Here, several well built brick homes were destroyed.  The homes had anchor bolts attached to steel plates and a concrete foundation.  One home was lifted and slide 65 yards off its foundation while still remaining essentially intact.  Another home was demolished and thrown several hundred yards downwind.  Three fatalities occurred at this location.  Two vehicles from the garage of this home were tossed for several dozen yards.  A third well-built brick home had its roof lifted and thrown over 300 yards, and an above-ground pool filled with water was missing.  Wind speeds were estimated at around 170 mph with a damage width of one quarter of a mile.  ||Through the rest of Jefferson county, the tornado did extensive damage to forests as it tracked to the north of Paynesville and south of Lee Bottom.  The damage path narrowed to 200 yards before exiting Jefferson County and moving over the Ohio River.","A surface Low over Missouri early in the afternoon of March 2nd strengthened to below 990mb as it moved north into Michigan by the evening hours. Around dawn, a warm front moved north of the Ohio River, accompanied by scattered elevated thunderstorms that produced small hail. During the early afternoon, temperatures rose into the lower 70s across southern Indiana. the combination of extreme wind shear and CAPE near 2000 Joules/kg brought several long lived supercells to the state near the Ohio River. These storms produced baseball-sized hail and several tornadoes, including a violent long-tracker, to southern Indiana. The tornadoes across the area were a part of a well forecast regional outbreak that affected the entire Lower Ohio and Tennessee Valleys. Overall, more than 80 tornadoes caused millions of dollars of damage and took several dozen lives. ||For southern Indiana, March 2nd became the worst tornado outbreak since June 2nd, 1990.",66
+369474,KENTON CO.,BRACHT,03/02/2012,1624,Tornado, ,EF4,4,8,20000000,0,KY,EST-5, ,61698,C,117,ILN,0,0,NWS Storm Survey, ,8.52,880,2,SW,1,SSW,MORNING VIEW,38.796,-84.6092,38.8209,-84.4541,"The tornado touched down in Grant County at 1623 EST, causing low to mid EF3 damage specifically in the Harvesters Subdivision. This damage occurred at the west end of Barley Circle. Most of the damage in the rest of the subdivision was EF1 to EF2. Based on the damage surveyed, the maximum wind speed of this tornado while in Grant County was estimated at 145 miles per hour. After traveling 1.33 miles on the ground in Grant County, the tornado then crossed into Kenton County at 1624 EST. Immediately as the tornado crossed west to east of Interstate 75, it strengthened to EF4 level. Five single family homes were destroyed down to their foundations in this area, with at least two of these homes having strapping or bolting to their foundations. The EF4 damage continued to the north end of Lexington Pike, where 2 homes and multiple outbuildings were completely destroyed. Both homes were brick structures with foundation bolting or strapping. The EF4 winds continued across Route 25 and ended near the Bagby Road area. At least 2 vehicles were carried, with one carried over 1800 feet. Trees were stripped of nearly all branches, with much of the bark also stripped. All 4 fatalities with this tornado occurred within the area of EF4 damage. As the tornado headed further to the east northeast, high end EF3 damage continued through other properties along Bagby Road, to Carlisle, Parker Grove, and Paxton Roads. Numerous double and single wide homes were destroyed, with both brick and siding structures left with collapsed exterior walls and either all or a large percentage of the roof removed. The tornado continued the east northeast path into southeast Kenton County, to the Licking River near Morning View. Damage in the Morning View area was consistent with EF1 to EF2 damage to near the Campbell County line, where the tornado lifted at 1632 EST after traveling 8.52 miles in Kenton County. Based on the damage surveyed, the maximum wind speed from this tornado while in Kenton County was estimated at 175 miles per hour. This storm produced an earlier tornado in southern Indiana. Debris, possibly from that tornado, was later observed falling from the sky across Boone County, Kentucky.","Thunderstorms developed during the afternoon in a high wind shear environment ahead of a strengthening low pressure system. Many of these storms became severe, with large hail, damaging thunderstorm winds, and tornadoes all being the main threats. Isolated flooding also became possible due to the intense rainfall.",67
+366383,ELLSWORTH CO.,KANAPOLIS RES,04/14/2012,1700,Tornado, ,EF4,0,0,0,0,KS,CST-6, ,61250,C,53,ICT,0,0,Amateur Radio, ,6.31,400,9,S,7,SE,KANAPOLIS RES,38.523,-98.008,38.588,-97.926,"Tornado scoured and dug out a section gravel road about 4 to 5 inches deep. Home was swept off foundation and destroyed with small stair case remaining in center. Debris from home was tossed into adjacent tree line to the northeast. Numerous trees around the house were snapped and shredded. Some trees were also debarked from the intense wind speeds. Car was flipped and tossed upside down.  This tornado moved into McPherson County.","A significant severe weather outbreak with several damaging long track tornadoes occurred.  The strongest tornado moved through portions of central Kansas and produced EF-4 damage at one home stead.  Two other tornadoes touched down producing EF-3 damage in south central Kansas.",68
+433413,LAMAR CO.,OAK GROVE,02/10/2013,1703,Tornado, ,EF4,0,8,13500000,0,MS,CST-6, ,71831,C,73,JAN,0,0,NWS Storm Survey, ,7.55,1320,3,W,1,ESE,WARDWELL STATION,31.2802,-89.4665,31.3215,-89.348,"The tornado started along Highway 589, where some limbs and small trees were blown down. It became intense rather quickly, producing significant damage as it moved through the West Lake Serene area. The tornado reached its maximum intensity in the area around and just southwest of Oak Grove High School where maximum winds were estimated at 170 mph, which is EF-4 strength. There was a brick home in a subdivision southwest of the high school, just west of old Highway 11, that was completely leveled with all interior and exterior walls down, and a fair amount of large debris was blown downstream. Additionally, very high end timber damage occurred in this location with a number of trees showing debarking and denuding. Several other homes in this subdivision also sustained EF-2 to EF-3 damage. As the tornado crossed old Highway 11, it produced extensive damage on the campus of Oak Grove High School. The field house adjoining the football stadium was destroyed, the baseball stadium and a large metal building adjoining the stadium were essentially destroyed, and several large steel/concrete light standards were snapped at both the baseball and football stadiums. A vehicle was thrown from the parking lot adjoining the baseball stadium, up a small hill and was deposited near the pitching mound in the middle of the baseball field. The main building of the high school also suffered roof damage.||The tornado then moved northeast into the heavily populated areas of Oak Grove and West Hattiesburg, including areas along Lincoln Road Extension, Weathersby Road, Oak Grove Road, and the area just south of Highway 98 along Clark, Lamar and Foxgate Avenues. Numerous homes were destroyed or suffered major damage, and a few homes showed evidence of high end EF-3 damage. Dozens of power poles were snapped and extensive tree damage occurred. Video evidence and ground survey damage appeared to indicate that the tornado was multi-vortex in nature during its Lamar County portion. Just before crossing Interstate 59, it caused significant roof damage to a number of apartment buildings just west of the interstate. In total in Lamar County, emergency management indicated that 51 homes were destroyed and 170 suffered major damage.||The tornado then moved into Forrest County just to the south of Hardy Street damaging numerous homes with the damage in the EF-2 and EF-3 category. It then crossed Hardy Street impacting the southeast corner of the University of Southern Mississippi campus. Numerous buildings were damaged in this area including several campus buildings and a large church. Numerous power poles were blown down in this area and several metal traffic lights were bent or torn off their bases. Damage in this area was also EF-2 and EF-3.||The tornado continued across Highway 49 impacting multiple neighborhoods. Numerous roofs were blown off houses and many trees fell on houses and vehicles. The tornado crossed North Main Street causing significant damage to the Red Cross building, the Girl Scouts building, and bending large metal poles at the Hattiesburg High School athletic fields. The tornado then moved across east 7th Street causing significant damage to several large brick buildings. Damage in the area between north Main Street and east 7th Avenue was in the high end EF-3 range with maximum winds around 160 mph.||The tornado continued into Petal with the most significant damage occurring to an Ace Hardware store on South Main Street. Numerous homes in the vicinity of the hardware store also had roofs torn off and exterior walls collapsed. This damage was also rated high end EF-3 with maximum winds around 160 mph.||The tornado began to weaken as it crossed the Evelyn Gandy Parkway to the northeast of Petal. Damage in this area was mainly EF-1 and EF-2 and consisted of roof damage and snapped trees. The tornado strengthened one last time as it moved through a neighborhood just off Twin Lakes Road. Numerous well built homes experienced EF-2 damage to the roofs in this neighborhood. The tornado weakened as it approached the Perry County line and dissipated a couple of miles into Perry County. Damage at the end of the track was in the EF-0 to EF-1 range.||In Forrest County, emergency management indicated that 133 homes were destroyed and 207 suffered major damage. There were 63 reported injuries.||This is the second violent tornado to impact Lamar and Forrest Counties in recorded history. The other violent tornado was the infamous Purvis tornado on April 24, 1908 that was on the ground for 155 miles and impacted many counties across Mississippi. In total, 143 people were killed by this tornado, including 60 in Lamar County and 4 in Forrest County.","An approaching cold front, an unusually high amount of wind shear, and sufficient instability resulted in an outbreak of severe thunderstorms across portions of the lower Deep South, including a violent tornado that moved through Hattiesburg. During the morning hours of February 10th, a line of severe thunderstorms moved into the ArkLaMiss, downing trees and powerlines over portions of southeast Arkansas, northeast Louisiana, and central Mississippi. There was also a barn destroyed near Silver City in Humphreys County. The storms continued to push eastward through the early afternoon, then began to slow down as the cold front began to stall. To the south and east of this line of storms, several supercell thunderstorms developed in the more unstable air mass over south Mississippi, with many of the storms exhibiting strong rotation on radar. Shortly after 4 pm, a tornado developed over southwest Marion County near the Pickwick community and tracked across the county into far western Lamar County before lifting. The same storm which produced this tornado continued eastward across northern Lamar County, producing a large tornado which touched down west of Oak Grove and tracked through the very populated West Hattiesburg area. The tornado continued into Forrest County, tracking through the cities of Hattiesburg and Petal before ending in northwestern Perry County. Considerable damage occurred along the path of this storm, and several people were injured. Scattered severe storms continued to affect the Pine Belt area through the remainder of the evening and into the early morning hours of the 11th, before finally moving out of the area.||In addition to severe weather, flash flooding was a major issue in several areas. From the 10th through the early morning hours of the 11th, the heaviest rainfall occurred over parts of southeast Mississippi, where 5 to 7 inches of rain fell and flash flooding was reported in the area. Rainfall amounts of up to 3 1/2 inches occurred in the Jackson metro area, leading to considerable flash flooding. Quick rises occurred on several streams in the city of Jackson.",69
+443090,HOOD CO.,MAMBRINO,05/15/2013,1858,Tornado, ,EF4,6,54,143000000,0,TX,CST-6, ,73336,C,221,FWD,0,0,NWS Storm Survey, ,2.5,400,2,N,2,WSW,ACTON,32.412,-97.754,32.438,-97.7243,"National Weather Service crews surveyed the damage from the Granbury tornado. The tornado first occurred on the west bank of Lake Granbury / Brazos River. The tornado crossed the lake heading east, towards Davis Road. On the east side of the lake, the tornado damaged several power lines and trees, before hitting the American Legion hall on Davis Road. ||The tornado then took much more of a northerly track through the Rancho Brazos subdivision. This subdivision was severely damaged, with 97 of the 110 homes suffering at least minor damage. Four homes suffered EF-4 damage, and ten others had EF-3 damage. The vast majority of the subdivision had evidence of EF-1 or EF-2 damage. Six individuals lost their lives in this subdivision as a direct result of the tornado. All six were in mobile homes at the time. ||Moving north from the Rancho Brazos subdivision, the tornado dissipated approximately one mile to the north-northeast of the area that suffered the most damage.","A tornado and severe weather outbreak occurred on the afternoon and evening hours of May 15th. Nineteen tornadoes occurred, including one EF-4 and one EF-3. Six fatalities occurred in the city of Granbury, TX. These fatalities were the first in the Fort Worth county warning area since 2006. An additional 54 people were injured by the various tornadoes during the evening of May 15th. A number of homes, 171, suffered major damaged or were destroyed. An additional 513 homes suffered minor damage or were somehow affected. ||During the afternoon of May 15th, a vigorous upper level low moved slowly southeast from the panhandle of Texas into the Red River Valley. A dry line strengthened throughout the day, triggering thunderstorms between Bowie and the DFW metroplex. As the upper storm moved slowly east and southeast, several supercell thunderstorms developed, and most of them produced tornadoes.",70
+457695,PAWNEE CO.,BURDETT RUCKER ARPT,05/18/2013,1818,Tornado, ,EF4,0,0,140000,0,KS,CST-6, ,75824,C,145,DDC,0,0,NWS Storm Survey, ,7,1100,4,SE,2,E,BURDETT ROZEL ARPT,38.1429,-99.4706,38.231,-99.4301,"This tornado was well documented by storm chasers, spotters and a research team with portable doppler radar.  The tornado did turn north towards the end of it's life cycle.  Low end EF4 damage was done to a home along US156.  The roof and walls were blown away of this well constructed house.  Several large tanks were carried a long distance.  There were 2 people inside but they escaped injury by taking shelter.  Video shows that sub-vortices within the tornado may have actually had a little stronger wind.  The Doppler on wheels that was observing the tornado had near surface measured wind speeds of 165 to 185 MPH.","High instability was in place as an upper level wind maxima moved out of the base of a deep upper trough in the west.",71
+451506,POTTAWATOMIE CO.,PINK,05/19/2013,1720,Tornado, ,EF4,2,6,0,0,OK,CST-6, ,73821,C,125,OUN,0,0,NWS Storm Survey, ,12.5,1500,4,NNW,4,WSW,AYDELOTTE,35.308,-97.142,35.423,-96.981,"The large tornado moved east-northeast into Pottawatomie County then curving northeast as it approached State Highway 102. The tornado moved through a mobile home park north of Independence Road after crossing State Highway 102. Just northeast of the mobile home park, a permanent home was destroyed with much of the debris blown well to the northeast.  It continued northeast crossing Interstate 40 near the intersection of US-177, then curved north-northeast finally dissipating near Wolverine Road and Coker Road. One fatality occurred in the mobile home park, and another man was killed in his vehicle.","A moist and very unstable airmass was in place over the eastern two thirds of Oklahoma, to the east of a dryline. Additionally, strong wind shear was present as a mid-level jet streak carved into the southern Plains. Several supercells developed along the dryline during the mid and late afternoon hours, producing large hail. Two supercells in central Oklahoma also produced tornadoes, including a few significant, damaging tornadoes.",72
+451537,MCCLAIN CO.,NEWCASTLE,05/20/2013,1356,Tornado, ,EF4,0,5,0,0,OK,CST-6, ,74673,C,87,OUN,0,0,NWS Storm Survey, ,1.85,1280,3,NW,4,N,NEWCASTLE,35.284,-97.628,35.303,-97.605,"The violent Newcastle-Moore tornado was first observed developing about one-half mile south of State Highway 37 in northwest Newcastle to the east of Rockwell Avenue. EF4 damage was observed soon after the tornado crossed State Highway 37. The tornado continued to expand in size as it approached the Canadian River and moved into Cleveland County.||Of the 212 direct injuries documented with this tornado, 5 are estimated to have occurred in McClain County.","A tornado outbreak occurred during the afternoon and evening hours of the 20th. Several tornadoes occurred from central Oklahoma down through south central Oklahoma near the Red River. The strongest tornado touched down near Newcastle and traveled through Moore and south Oklahoma City. This tornado caused catastrophic damage in these areas, with a maximum rating of EF-5. The tornado claimed 24 lives and caused billions of dollars in damage. In addition to the tornadoes, large hail and damaging winds cause damage in many areas.",73
+451572,CLEVELAND CO.,MOORE,05/20/2013,1404,Tornado, ,EF5,24,207,2000000000,0,OK,CST-6, ,74673,C,27,OUN,0,0,NWS Storm Survey, ,12,1900,7,WSW,3,WNW,STANLEY DRAPER LAKE DAM,35.303,-97.605,35.341,-97.3999,"The violent Newcastle-Moore tornado moved into Cleveland County from McClain County as it moved northeast across the Canadian River near Interstate 44. The tornado then turned more east and then east-northeast after crossing Interstate 44. Violent EF4 damage was again observed as it began to move into progressively higher density residential areas approaching May Avenue.||The center of the large tornado path passed near SW 149th Street and Western Avenue. After crossing Western Avenue, numerous buildings were destroyed and horses killed at Orr Family Farm. Two storage tanks estimated to weigh approximately 10 tons were lifted from Orr Family Farm and landed about one-half mile east. Moving east, the tornado destroyed much of Briarwood Elementary School, where the NWS storm survey team initially rated the damage as EF5. However, further evaluation indicated that an EF4 rating was more appropriate at the school. Despite the destruction of this elementary school during school hours, no fatalities occurred at the school. As the tornado continued to move east and east-northeast, it moved through much more densely populated suburban neighborhoods of southwest Oklahoma City and Moore where violent destruction was widespread and a few houses were rated EF5. The width of EF4 and greater damage was up to 250 yards wide as the tornado moved through neighborhoods east of Western Avenue. The first two fatalities occurred in a house in the neighborhood just east of Briarwood Elementary, with another fatality in a house as the tornado approached Santa Fe Avenue. ||After crossing Santa Fe Avenue, the tornado moved through more suburban neighborhoods and toward Plaza Towers Elementary School. Damage to the school was extensive and seven children were killed when a wall collapsed at the school. Nine other people were killed in eight different neighborhood homes within one-quarter mile of Plaza Towers Elementary, most occurring just south of the school.||The tornado turned northeast as it approached Telephone Road, made a loop near the intersection of Telephone Road and 4th Street, then moved southeast crossing the interstate. Three people were killed when a convenience store along Telephone Road was destroyed. Crossing Telephone Road, the tornado inflicted significant damage to the Moore Medical Center, a post office and numerous businesses along Telephone Road and Interstate 35. Although the tornado was more narrow after crossing Interstate 35, it continued to produce EF4 damage in neighborhoods east of the interstate as it curved east and then again east-northeast. One fatality occurred at a business just east of the interstate, and one final fatality occurred in a home between Eastern Avenue and Bryant Avenue. Consistent EF4 damage continued until the tornado passed SE 4th Street just east of Bryant Avenue. Moving east from Bryant, the tornado continued to produce EF2 damage with isolated EF4 damage noted. The density of housing also decreased east of Bryant as the tornado moved east and east-northeast before dissipating east of Air Depot Blvd. between SE 119th Street and SE 134th Street in southeast Oklahoma City.||Overall, over 300 homes experienced EF4/EF5 damage along the tornado path. Of the 212 direct injuries documented from this tornado, 207 are estimated to have occurred in Cleveland County.","A tornado outbreak occurred during the afternoon and evening hours of the 20th. Several tornadoes occurred from central Oklahoma down through south central Oklahoma near the Red River. The strongest tornado touched down near Newcastle and traveled through Moore and south Oklahoma City. This tornado caused catastrophic damage in these areas, with a maximum rating of EF-5. The tornado claimed 24 lives and caused billions of dollars in damage. In addition to the tornadoes, large hail and damaging winds cause damage in many areas.",74
+472670,WAYNE CO.,ALTONA,10/04/2013,1612,Tornado, ,EF4,0,15,0,0,NE,CST-6, ,78590,C,179,OAX,0,0,NWS Storm Survey, ,10.77,2428.8,4,WNW,3,NNE,WAYNE ARPT,42.128,-97.077,42.2643,-96.9559,"This violent tornado started 8 miles southwest of Wayne, Nebraska and flattened corn crops and tore off large limbs of some trees. Gaining strength as it headed northeast, the tornado struct a farmstead about 4.5 miles southwest of Wayne. Here barns and sheds were severely damaged or destroyed. The tornado became very wide at this point, nearly 1.25 miles wide. About 2 miles south of Wayne the tornado severely damaged a farmstead and then cased strong EF-3 damage to two homes along highway 15. The tornado then missed the downtown and residential district of Wayne and severely damaged a softball complex on the southeast side of town. ||The most significant damage occurred in the industrial part area on the east side of Wayne. Numerous metal building structures, some of them quiet large, sustained serious damage or were mangled into rubble. It was here the tornado was rated EF-3 with a couple of small pockets of low-end EF-4 damage. The tornado then crossed highway 35 and impacted the Wayne Municipal Airport. Two hangers were flattened. Some private aircraft were tumbled and ripped up. The automated weather observing station at the airport was also torn up. Continuing northeast, the tornado struck another farmstead and caused EF-2 damage to a home.  Damage continued northeast at it tracked into Dixon County. The damage in the Wayne area was estimated at $50 million.","The same powerful storm system that produced severe weather across eastern Nebraska on October 3rd remain in the area on the 4th. A strong area of low pressure moved from eastern Colorado into southern South Dakota during the day. As this occurred, a dry line was sweeping across central and into eastern Nebraska. A warm front continued to lift north into northeast Nebraska and western Iowa by late afternoon. With unseasonably warm and moist air in the region the atmosphere became strongly unstable. This instability coupled with a strong wind field associated with the powerful storm system and created and environment favorable for significant severe weather. Supercells developed near the intersection of the dry line and warm front over northeast Nebraska during the afternoon and tracked northeast. The supercells were responsible for large hail, damaging winds, and significant tornadoes. Other isolated thunderstorms developed south along the dry line into western Iowa producing very large hail and damaging winds during the evening of the 4th.",75
+476100,WOODBURY CO.,CLIMBING HILL,10/04/2013,1735,Tornado, ,EF4,0,0,2000000,0,IA,CST-6, ,79333,C,193,FSD,0,0,NWS Storm Survey, ,22.66,2600,2,SW,5,E,PIERSON,42.3319,-96.1086,42.5609,-95.7905,"A tornado severely damaged or destroyed about 10 houses, collapsing most walls on a few of the houses, tearing most of the roofs off other houses, and shifting what was left of some houses off their foundations. The tornado caused significant damage to roofs, windows, and siding of additional houses. Numerous farm outbuildings, storage buildings, and a few silos were destroyed or severely damaged. The tornado also destroyed or damaged several pieces of farm equipment, caused significant tree damage, including numerous trunks snapped or uprooted and other trees stripped, and blew down power poles and lines. The tornado then crossed into Cherokee County.","Thunderstorms produced eleven tornadoes, several of them causing damage, which tracked wholly or partly in northwest Iowa during the afternoon and early evening of October 4th. There were also two reports of large hail and one report of non tornadic damaging thunderstorm winds.",76
+483775,TAZEWELL CO.,MARQUETTE HGTS,11/17/2013,1059,Tornado, ,EF4,3,121,910000000,0,IL,CST-6, ,80819,C,179,ILX,0,0,NWS Storm Survey, ,14.16,880,2,E,2,NNE,PEKIN JCT,40.622,-89.5678,40.7482,-89.3549,"A tornado touched down 2.4 miles SE of East Peoria at 10:59 AM CST, then tracked northeastward through parts of East Peoria and Washington before crossing the border into Woodford County at 11:12 AM CST.  One man in Washington was killed by the tornado, one woman from Washington died 11 days later from multiple serious injuries sustained by the tornado, one man died six weeks later from injuries sustained by the tornado, and 121 people were injured.|  |In East Peoria: 20 homes were destroyed, while 75 homes, 7 businesses, and 5 apartment buildings suffered major damage.  Minor damage occurred to 137 homes and 3 businesses.  In addition, nearly 400 vehicles were damaged, thousands of trees and numerous power poles were destroyed.  The estimated damage in East Peoria stands at $110 million.||In Washington: The tornado increased to EF4 intensity and widened to between 1/4 and 1/2 mile wide.  633 homes, 7 businesses, 7 apartment buildings, and 2,500 vehicles were destroyed.  Major damage occurred to 280 homes, 2 businesses, the roof of a school, and several outbuildings.  Minor damage occurred to another 190 homes.  Thousands of trees and power poles were snapped.  Nearly 5,000 people were in the path of this tornado: however, injury and fatality totals were relatively low due to early warning and the fact that many people were either in church or out of town at the time. The tornado moved out of the Washington city limits and across another 2 miles of rural Tazewell County before crossing the border into Woodford County.  Total damage in Washington is estimated at $800 million.","A powerful low pressure system tracked from the central Rockies toward the southern Great Lakes on November 17th. As the system approached central Illinois, unseasonably warm and humid air was pulled northward into the area, resulting in high temperatures soaring into the 70s. This very unstable airmass coupled with strong jet stream level winds aloft created numerous strong to severe thunderstorms. Many of the storms became supercells, producing damaging long-track tornadoes.  A total of 10 tornadoes touched down across central Illinois, including an EF4 tornado that severely impacted the community of Washington in Tazewell County.  Three people were killed and 142 others were injured as the storms tracked through the area.  Total damage was estimated at 1.06 billion dollars across central Illinois.",77
+482450,WASHINGTON CO.,ADDIEVILLE,11/17/2013,1204,Tornado, ,EF4,2,2,0,0,IL,CST-6, ,80439,C,189,LSX,0,0,NWS Storm Survey, ,10.59,200,2,NE,2,N,HOYLETON,38.42,-89.45,38.48,-89.27,"A tornado touchdown on Interstate 64, about 4.4 miles southwest of New Minden, blowing a tractor trailer off the interstate and causing minor injuries to the driver.  The tornado then began moving northeast towards New Minden.  The worst damage was about 2 miles west southwest of New Minden, where a small farm sustained a direct hit.  The outbuildings and barns sustained varying degrees of damage, but the homestead was totally destroyed with only the foundation remaining.  The damage at the homestead was rated EF4, and two fatalities occurred at this location.  Also, a large full size van was rolled over.  Less than a quarter of a mile east of the house, a single wide mobile home was destroyed.  There were 4 people at this location, three of them sought shelter in the creek bed just east of the mobile home while one went back to mobile home to retrieve something.  This person rode out the tornado in the bathtub, but was thrown about 50 feet into a field.  One of his ankles was broken.  He was treated and released from a local hospital.  The tornado then continued to race northeast, hitting the far north side of New Minden north of Illinois Route 177, and producing significant damage to St. Johns Lutheran Church and to several homes just northwest of the church.  Damage to two of the homes was rated EF3.  The tornado continued northeast, producing sporadic damage to just north of Hoyleton. A farm 2 miles west-northwest of Hoyleton sustained significant damage, as did a newly constructed home 2 miles north of Hoyleton.  Damage at these two locations were rated EF2.  The tornado then veered a bit northwest and dissipated.  Overall, the entire tornado path length was 10.59 miles with a max path width of 200 yards. The tornado was rated EF4 with max wind speeds of at least 166 MPH.  There were two fatalities and 2 minor injuries.","Strong cold front moved through the region with plenty of lift, moisture and instability. Numerous severe storms developed and raced east across forecast area.  There were numerous reports of large hail, damaging winds and tornadoes. Also, because of a tight gradient with this system non-thunderstorm winds gusted in excess of 40 mph in a number of locations.",78
+504760,FAULKNER CO.,PALARM,04/27/2014,1825,Tornado, ,EF4,12,167,210000000,0,AR,CST-6, ,83594,C,45,LZK,0,0,NWS Storm Survey, ,24.24,1320,1,SW,5,SE,NAYLOR,34.913,-92.4572,35.1271,-92.1179,"This tornado exited Pulaski County 1.6 miles northeast of Roland, while crossing the Arkansas River, and entered Faulkner County 0.6 mile southwest of Palarm. The tornado reached its maximum intensity of EF4 in Faulkner County. It tracked through the River Plantation subdivision and White City, then struck Mayflower, where residences and businesses were destroyed. The tornado then moved across Interstate 40 at Mayflower, throwing cars, trucks, and road construction equipment off the freeway. Traffic along the interstate was backed up for weeks following the tornado as motorists slowed to view the damage. Next, the tornado crossed a part of Lake Conway and moved across part of Camp Robinson, a National Guard facility, where the Arkansas Game and Fish Commission lost a clubhouse, shop, horse barn, residence, metal carports, shower house, and dog kennels. The tornado then continued on through Saltillo and then caused devastation to homes and businesses in Vilonia. About 400 people had taken shelter in a safe room at the Vilonia high school. ||According to the American Red Cross, in Faulkner County, the tornado destroyed 261 houses and 121 mobile homes; caused major damage to 77 houses, 29 mobile homes, and 5 apartments; caused minor damage to 96 houses, 14 mobile homes, and 4 apartments; and affected 257 houses, 32 mobile homes, and 4 apartments. Hundreds of cars and pickup trucks were mangled along the path of the tornado. ||In Mayflower, a home improvement store was badly damaged, and a vehicle repair shop, millwork company, construction company, electric substation, and church were destroyed. A recreational vehicle dealership and dozens of RVs were also destroyed. The Arkansas Game and Fish Commission eventually removed 627 tons of tornado debris from Lake Conway. In Vilonia, the new intermediate school under construction was destroyed, as were nearly two dozen businesses along Main St. (U.S. 64B), including a dollar store, a strip mall, two auto repair shops, the old city hall, a gas station, a real estate office, an investment firm, an auto parts store, and a fried chicken restaurant. ||There were 12 fatalities in Faulkner County. In the Mayflower area, a 72-year-old woman was killed in a house on Plantation Dr., a 51-year-old man was killed in a house on Fortner Dr., and an 82-year-old man was killed in a house on Dam Rd. The other 9 fatalities were all in the Vilonia area. These included: brothers 7- and 9-years-old in a house on Cody Ln., a 50-year-old woman in a vehicle on U.S. 64, a 52-year-old man and a 53-year-old woman in a house on Cemetery Rd., a 57-year-old man in a house on North St., a 31-year-old man in a house on Aspen Creek Dr., and a 22-year-old man in a house on Clover Ridge Dr. In addition, a woman who was injured in a mobile home on Ponderosa Dr. gave birth to a baby which died immediately. More than 150 people were treated at hospitals. ||The tornado hit Vilonia three years and two days after a tornado had destroyed some of the same structures. The tornado exited Faulkner County 4.6 miles southeast of Naylor and entered White County 2.2 miles west-northwest of El Paso.","A round of showers and thunderstorms occurred during the morning of the 27th. Some of the storms produced hail in central Arkansas. New storms during the afternoon dropped hail in the northern and western parts of the state. The cool outflow from the morning storms left a boundary draped across the middle of the state. This boundary separated cool air to the north and much warmer air to the south. During the evening, as a strong area of low pressure approached, a supercell erupted rapidly along the boundary. Altogether, the supercell produced five separate tornadoes, the first of which was rated EF4 and killed 16 people. It was the deadliest single tornado in Arkansas since 1968. Nearly 200 people were treated at hospitals.||Large amounts of rain fell over the northeastern quarter of the state. For the 24-hour period ending at 7 AM on the 28th, some of the larger totals included 7.60 inches at Batesville Lock and Dam (Independence Co.), 6.10 inches at Calamine (Sharp Co.), 5.34 inches at Evening Shade (Sharp Co.), 5.05 inches at Melbourne (Izard Co.), 4.46 inches at Hardy (Sharp Co.), 4.18 inches at Blanchard Springs (Stone Co.), 3.96 inches at Armstead Mountain (Pope Co.), 3.95 inches at Saddle (Fulton Co.), 3.92 inches at Poughkeepsie (Sharp Co.), 3.91 inches at Greers Ferry Dam (Cleburne Co.), and 3.72 inches at Mountain View (Stone Co.).||President Barack Obama declared a disaster in the following counties:  Faulkner, Pulaski, White, Cleburne, Independence, Jackson, Izard, Sharp, and Fulton.",79
+508158,WINSTON CO.,ZAMA,04/28/2014,1505,Tornado, ,EF4,10,81,115000000,6500000,MS,CST-6, ,84120,C,159,JAN,0,0,NWS Storm Survey, ,25.01,1320,5,ESE,4,SW,BETHEDEN,32.932,-89.3067,33.1893,-89.0028,"This tornado first touched down in northeastern Leake County, where the damage was mostly downed trees. As the tornado approached the 4 corners intersection of Leake, Attala, Neshoba, and Winston Counties, it strengthened and began to impact structures. Several mobile homes, medal buildings and single family homes were damaged or destroyed in this area along Highway 25. The tornado continued northeast impacting rural areas of southwest Winston County. There it intensified and began to produce EF3 and some areas of EF4 damage. Numerous homes were destroyed, trees were debarked and severe damage occurred to several chicken farms. The EF4 damage in this area was a building reduced to a slab and a chicken farm that was completely wiped away.||At this point, the tornado made a turn to a more northerly course and continued to cause EF2 and EF3 damage just south of Louisville. The tornado entered the city of Louisville on the south side along Highway 15 and continued north-northeast through the east side of the city. Widespread EF3 and EF4 damage occurred in this area. Of particular note, several industrial buildings were destroyed and an area of homes and apartments was destroyed, a few of them being completely taken down to the slab.||The tornado continued through the east side of Louisville causing mainly EF3 damage. Of particular note, the Winston Medical Center received heavy damage and became incapable of use. The tornado continued moving north-northeast roughly along McCullough Road causing EF3 and EF4 damage. Numerous homes had their roofs and walls removed and some were reduced to slabs. Near the intersection with Louisville-Brooksville Road, two particularly well built homes were very heavily damaged and received EF4 ratings.||From this point, the tornado began to weaken, causing mainly EF2 and EF3 damage along North Columbus Avenue. As it approached a second intersection with Highway 25, the tornado lifted after traveling on the ground for over 34 miles.","A powerful spring storm system brought a multi-day severe weather outbreak across a large portion of the country during the April 27-30 time frame. This outbreak started across the Central Plains on the 27th and slowly migrated eastward over the following two days. A large tornado outbreak occurred across the Lower MS River & TN River Valleys on the 28th. The event was capped on the 30th with additional severe weather and a historic flash flooding/heavy rain event along the AL, FL gulf coast where rainfall totals peaked between 15-25 inches!||Across the NWS Jackson, MS forecast area, the tornado outbreak on the 28th was the main event. This event was driven by a classic severe weather pattern with a strong fast moving jet stream and a deep surface cyclone over the central plains. These features helped to produce strong wind shear in the atmosphere which in turn combined with rich gulf moisture and setup a volatile atmospheric mix. Multiple supercell thunderstorms developed during the afternoon/evening and produced many instances of damaging wind and large hail along with multiple tornadoes. The most devastating tornado was the EF-4 which tore a path across NE Leake, the corners of Attala/Neshoba counties, and through the heart of Winston County where the city of Louisville was especially hard hit. This tornado was on ground for 34.3 miles and resulted in 10 fatalities and many injuries. Other hard hit counties were Lowndes, Rankin, Hinds, Scott, Newton, Montgomery, Warren and Jones. Each of these counties experienced at least one tornado, some multiple tornadoes. Overall, 21 tornadoes were confirmed across the forecast area. Of these tornadoes, 3 were rated EF-3, 3 rated EF-2, 12 rated EF1 and 2 rated EF-0.",80
+514013,STANTON CO.,STANTON,06/16/2014,1442,Tornado, ,EF4,0,0,2000000,250000,NE,CST-6, ,84971,C,167,OAX,0,0,NWS Storm Survey, ,12.11,400,6,SW,7,N,STANTON,41.893,-97.33,42.0441,-97.2105,"This tornado began to the southwest of the Stanton and increased in intensity and size as it moved to the north northeast, passing to the west of the city of Stanton by about 2 miles. The tornado did the most significant damage to the north of Stanton where two farmsteads were completely destroyed just to the south of Highway 275. Here two vehicles, one car and one truck, were picked up by the tornado and tossed over a quarter of a mile. The tornado also completely destroyed two other homes and outbuildings, as well as debarking trees. The tornado continued northeast of Highway 275 for about 3 miles before roping out.","During the early morning hours of June 16th a warm, humid and unstable airmass rapidly returned to eastern Nebraska and western Iowa. As this air returned to the region, scattered thunderstorms developed during the early morning hours and continued into early afternoon. These thunderstorms were responsible for mainly large hail, some of which was very large. These morning thunderstorms reinforced a warm front across eastern Nebraska during the afternoon. Extreme instability developed along this warm front and allowed for isolated thunderstorm development by mid afternoon, which quickly become severe. A single supercell thunderstorm went on to produce 4 violent tornadoes over the next 2 hours. Other strong and severe thunderstorms moved into northeast Nebraska in the evening and continued into the early morning hours.",81
+514014,STANTON CO.,STANTON,06/16/2014,1500,Tornado, ,EF4,1,20,12000000,250000,NE,CST-6, ,84971,C,167,OAX,0,0,NWS Storm Survey, ,8.05,500,5,E,2,ENE,PILGER,41.9528,-97.1369,42.0297,-97.0193,"This tornado developed about 5.5 miles southwest of the town of Pilger and moved directly northeast directly striking the town. The tornado did violent damage within the town of Pilger.  Nearly 75 percent of the structures in the town received some damage, while structures near the center of the tornado were completely destroyed.  A 5-year-old girl was killed and her mother seriously injured while attempting to take cover from their mobile home to a storm shelter.  The tornado continued to move northeast past the town crossing Highway 275 about 1 mile west of the Cuming County line. The tornado continued northeast exiting Stanton County about 2.25 miles northeast of the city of Pilger into Cuming County.","During the early morning hours of June 16th a warm, humid and unstable airmass rapidly returned to eastern Nebraska and western Iowa. As this air returned to the region, scattered thunderstorms developed during the early morning hours and continued into early afternoon. These thunderstorms were responsible for mainly large hail, some of which was very large. These morning thunderstorms reinforced a warm front across eastern Nebraska during the afternoon. Extreme instability developed along this warm front and allowed for isolated thunderstorm development by mid afternoon, which quickly become severe. A single supercell thunderstorm went on to produce 4 violent tornadoes over the next 2 hours. Other strong and severe thunderstorms moved into northeast Nebraska in the evening and continued into the early morning hours.",82
+514042,CUMING CO.,WISNER,06/16/2014,1517,Tornado, ,EF4,1,0,1000000,250000,NE,CST-6, ,84971,C,39,OAX,0,0,NWS Storm Survey, ,8.6,500,5,W,8,N,WISNER,41.9797,-97.0198,42.091,-96.9449,"As the tornado continued from Stanton County into Cuming county it increased in size and intensity. The tornado crossed the Elkhorn River about 3 miles west of Wisner and then crossed Highway 275 where significant damage was done to a cattle ranch. Over 300 head of cattle were lost here, as well as numerous outbuildings. The tornado continued to the north northeast, running nearly parallel to the Pilger tornado for a time impacting several farmsteads along 4 1/2 Road. As the tornado neared X Road along 4 1/2 Road it directly impacted two farmsteads where violent damage was done including completely destroying two homes down to the foundation, destroying outbuildings, lofting vehicles, and debarking trees.  A 74-year-old Clarkson, Nebraska resident was killed when the vehicle he was driving was flipped by the tornado.  The tornado crossed in front of the Pilger tornado and continued to the north into Wayne County about 7.25 miles north northwest of Wisner, NE.","During the early morning hours of June 16th a warm, humid and unstable airmass rapidly returned to eastern Nebraska and western Iowa. As this air returned to the region, scattered thunderstorms developed during the early morning hours and continued into early afternoon. These thunderstorms were responsible for mainly large hail, some of which was very large. These morning thunderstorms reinforced a warm front across eastern Nebraska during the afternoon. Extreme instability developed along this warm front and allowed for isolated thunderstorm development by mid afternoon, which quickly become severe. A single supercell thunderstorm went on to produce 4 violent tornadoes over the next 2 hours. Other strong and severe thunderstorms moved into northeast Nebraska in the evening and continued into the early morning hours.",83
+514022,WAYNE CO.,ALTONA,06/16/2014,1537,Tornado, ,EF4,0,0,1500000,0,NE,CST-6, ,84971,C,179,OAX,0,0,NWS Storm Survey, ,4.72,500,4,E,8,E,ALTONA,42.0908,-96.931,42.122,-96.8492,"This is a continuation of the Pilger tornado that went through Stanton and Cuming into Wayne County. Once entering the county the tornado produced violent damage at two farmsteads where the houses were completely destroyed down to the foundation. The tornado finally started to narrow and weaken as a new tornado developed to the northeast. As this occurred the tornado narrowed and accelerated to the east northeast to the south of the new tornado before finally dissipating.","During the early morning hours of June 16th a warm, humid and unstable airmass rapidly returned to eastern Nebraska and western Iowa. As this air returned to the region, scattered thunderstorms developed during the early morning hours and continued into early afternoon. These thunderstorms were responsible for mainly large hail, some of which was very large. These morning thunderstorms reinforced a warm front across eastern Nebraska during the afternoon. Extreme instability developed along this warm front and allowed for isolated thunderstorm development by mid afternoon, which quickly become severe. A single supercell thunderstorm went on to produce 4 violent tornadoes over the next 2 hours. Other strong and severe thunderstorms moved into northeast Nebraska in the evening and continued into the early morning hours.",84
+514044,WAYNE CO.,ALTONA,06/16/2014,1540,Tornado, ,EF4,0,0,3000000,0,NE,CST-6, ,84971,C,179,OAX,0,0,NWS Storm Survey, ,9.79,530,7,ENE,2,E,WAKEFIELD,42.127,-96.8686,42.2646,-96.8235,"This tornado developed as the Pilger tornado was beginning to enter the rope stage. The Pilger tornado rotated around the south side of this developing tornado before completely dissipating. As this tornado moved north, along and to the east of State Highway 16 it grew in size and intensity. The tornado impacted numerous farmsteads along its path in eastern Wayne County producing varying degrees of damage, but the tornado was particularly violent in a two mile stretch between 853rd and 855th Roads where 4 houses were completely destroyed down to the foundation. The tornado also destroyed outbuildings, power poles, and debarked trees in these locations as well. The tornado became wrapped in rain as it moved to the east of Wakefield. The tornado entered Dixon County about 2.25 miles east of Wakefield.","During the early morning hours of June 16th a warm, humid and unstable airmass rapidly returned to eastern Nebraska and western Iowa. As this air returned to the region, scattered thunderstorms developed during the early morning hours and continued into early afternoon. These thunderstorms were responsible for mainly large hail, some of which was very large. These morning thunderstorms reinforced a warm front across eastern Nebraska during the afternoon. Extreme instability developed along this warm front and allowed for isolated thunderstorm development by mid afternoon, which quickly become severe. A single supercell thunderstorm went on to produce 4 violent tornadoes over the next 2 hours. Other strong and severe thunderstorms moved into northeast Nebraska in the evening and continued into the early morning hours.",85
+524717,JERAULD CO.,LANE,06/18/2014,1843,Tornado, ,EF4,0,2,300000,0,SD,CST-6, ,86902,C,73,FSD,0,0,NWS Storm Survey, ,11.26,880,2,SSE,2,NW,ALPENA,44.0372,-98.4032,44.1967,-98.4031,"A tornado severely damaged two family farms, including destroying a farmhouse as the family took shelter in their basement. A couple in the house suffered minor injuries.The tornado also damaged trees, power poles, and power lines; and caused an unknown amount of crop damage. The tornado crossed briefly into Beadle County before lifting.","Thunderstorms during the evening of June 18th produced tornadoes in Jerauld County, with one tornado crossing briefly into Beadle County. The tornadoes included one that caused severe damage to Wessington Springs. There was also a report of large hail.",86
+574337,OGLE CO.,CARTHAGE,04/09/2015,1743,Tornado, ,EF4,0,0,10000000,0,IL,CST-6, ,95584,C,141,LOT,0,0,NWS Storm Survey, ,20.94,700,5,ESE,3,E,MONROE CENTER,41.8886,-89.2381,42.0947,-88.9392,"This is the second segment of the Rochelle-Fairdale EF-4 tornado.  At its strongest, peak winds were estimated to be 200 mph which occurred during this segment of the storm.  The tornado entered Ogle County just west of IL-38 and moved northeast where it ripped the roof off of a small barn.  A neighborhood was hit on S Skare Court where damage was consistent with EF-3.  Some of the homes had large sections of the roofs ripped off while some less well constructed homes (nails instead of bolts) had collapsed walls.  The tornado continued northeast and intensified to EF-4 where several well constructed homes along South Richard Road and East Kuehl Court were completely destroyed with the slab swept clean.  Several outbuildings were destroyed along East Hemstock Road and South Center Road.  A residence on East Bethal Road received heavy damage with most of the outer walls collapsing.  The tornado once again intensified to EF-4  near IL-251 and IL-64 where well constructed homes were swept clean off their foundation.  A farmstead just northeast of the aforementioned intersection was also swept clean to the foundation.  A heavy barn was thrown and rolled on East Lindenwood Road.  In total, around 30 homes were damaged or destroyed around Rochelle.  The tornado continued into Dekalb County just north of East Quarry Road.  (Tornado 2b of 7).","Seven tornadoes were confirmed in north central Illinois in the NWS Chicago CWA.  Six of the tornadoes formed from a single supercell. The atmosphere was ripe for severe weather due to highly anomalous moisture and instability for early April across the region.  A strong low pressure system advanced into this favorable air mass. Combined with robust wind shear, this helped to trigger these potent storms.  A long tracked violent tornado destroyed numerous homes and farmsteads along its path across north central Lee, eastern Ogle, northwest Dekalb, and southern Boone counties.  This path included the far northwest side of Rochelle, Interstate-39, and a direct hit in the community of Fairdale where two fatalities occurred.  This was the strongest tornado in the NWS Chicago CWA since the F5 tornado that struck Plainfield, IL on August 28th, 1990.",87
+610234,TATE CO.,TYRO,12/23/2015,1610,Tornado, ,EF4,0,0,5000,0,MS,CST-6, ,102065,C,137,MEG,0,0,NWS Storm Survey, ,2.4,1300,1,NNW,3,SSE,WYATTE,34.5955,-89.7055,34.6131,-89.6691,"The tornado developed over Southeast Tate County. The tornado caused minor roof damage to a house in Tyro before moving into Marshall County.","Strong surface low pressure tracked from the Plains into the Mississippi River Valley while a strong cold front pushed into the Mid-South on December 23, 2015. A very moist and unstable airmass moved into the area as a warm front lifted north through the region during the early morning hours. A potent upper level disturbance help to trigger thunderstorms along and in advance of the approaching cold front. The necessary ingredients were in place for storm to rapidly intensify. Three tornadoes touched down across North Mississippi including an EF-4 that caused severe damage.",88
+610235,MARSHALL CO.,CHULAHOMA,12/23/2015,1612,Tornado, ,EF4,2,30,5000000,0,MS,CST-6, ,102065,C,93,MEG,0,0,NWS Storm Survey, ,25.14,1300,3,SW,5,ENE,HIGDON,34.6131,-89.6691,34.8117,-89.2983,"The tornado tracked into Marshall County from Tate County. As it moved into Marshall County the tornado heavily damaged several homes along Highway 4. The tornado produced damage to a church and surrounding trees southwest of Holly Springs that approached EF-4. The tornado moved across the southeastern edge of Holly Springs causing EF-2 to EF-3 damage. Numerous trees were uprooted or snapped. About 200 homes were damaged in Marshall County. Two fatalities occurred in Marshall County along with at least 30 injuries. The tornado then tracked into Benton County.","Strong surface low pressure tracked from the Plains into the Mississippi River Valley while a strong cold front pushed into the Mid-South on December 23, 2015. A very moist and unstable airmass moved into the area as a warm front lifted north through the region during the early morning hours. A potent upper level disturbance help to trigger thunderstorms along and in advance of the approaching cold front. The necessary ingredients were in place for storm to rapidly intensify. Three tornadoes touched down across North Mississippi including an EF-4 that caused severe damage.",89
+610236,BENTON CO.,ASHLAND,12/23/2015,1637,Tornado, ,EF4,6,1,1960000,0,MS,CST-6, ,102065,C,9,MEG,0,0,NWS Storm Survey, ,18.32,1300,7,W,2,SSE,HOPEWELL,34.8117,-89.2983,34.9428,-89.0174,"The tornado crossed from Marshall County into Benton County near Highway 4 west of Ashland. The tornado appeared to strengthen as it entered Benton County. Several houses west-northwest of Ashland has damage approaching EF-4 with EF-4 damage observed in Northeast Benton County. Six fatalities occurred in Benton County. Eighty-five structures were affected in Benton County. Seventeen homes and fifteen mobile homes were destroyed. Fifteen homes and three mobile homes suffered major damage. Twenty homes and seven mobile homes had minor damage. Many acres of timber were also damaged or destroyed. The tornado then continued into Tippah County.","Strong surface low pressure tracked from the Plains into the Mississippi River Valley while a strong cold front pushed into the Mid-South on December 23, 2015. A very moist and unstable airmass moved into the area as a warm front lifted north through the region during the early morning hours. A potent upper level disturbance help to trigger thunderstorms along and in advance of the approaching cold front. The necessary ingredients were in place for storm to rapidly intensify. Three tornadoes touched down across North Mississippi including an EF-4 that caused severe damage.",90
+610237,TIPPAH CO.,TIPLERSVILLE,12/23/2015,1656,Tornado, ,EF4,1,5,2500000,0,MS,CST-6, ,102065,C,139,MEG,0,0,NWS Storm Survey, ,7.83,1300,7,NW,0,SE,BROWNFIELD,34.9428,-89.0174,34.9958,-88.8952,"The tornado crossed from Benton County Mississippi into Tippah County. The tornado moved across far northwestern Tippah County damaging several homes in the Three Forks Community. One fatality occurred in Tippah County. Over 100 houses were affected and about 45 homes were destroyed. The tornado then crossed the Tennessee state line into Hardeman County.","Strong surface low pressure tracked from the Plains into the Mississippi River Valley while a strong cold front pushed into the Mid-South on December 23, 2015. A very moist and unstable airmass moved into the area as a warm front lifted north through the region during the early morning hours. A potent upper level disturbance help to trigger thunderstorms along and in advance of the approaching cold front. The necessary ingredients were in place for storm to rapidly intensify. Three tornadoes touched down across North Mississippi including an EF-4 that caused severe damage.",91
+610239,HARDEMAN CO.,POOR,12/23/2015,1703,Tornado, ,EF4,0,0,227000,0,TN,CST-6, ,102042,C,69,MEG,0,0,NWS Storm Survey, ,7.09,1300,2,S,2,E,POCAHONTAS,34.9958,-88.8952,35.0471,-88.7866,"The tornado crossed from Tippah County into Hardeman County. As it crossed over the state line it destroyed a large metal agricultural building. A couple of houses and businesses were also damaged. The tornado then moved into McNairy County.","Strong surface low pressure tracked from the Plains into the Mississippi River Valley while a strong cold front pushed into the Mid-South on December 23, 2015. A very moist and unstable airmass moved into the area as a warm front lifted north through the region during the early morning hours. A potent upper level disturbance help to trigger thunderstorms along and in advance of the approaching cold front. The necessary ingredients were in place for storm to intensify to severe limits. There were several reports of large hail, damaging winds and flash flooding across West Tennessee during the late afternoon. A violent long track tornado moved from into parts of Hardeman and McNairy Counties from North Mississippi during the early evening.",92
+611942,MCNAIRY CO.,CHEWALLA,12/23/2015,1711,Tornado, ,EF4,0,0,1230000,0,TN,CST-6, ,102042,C,109,MEG,0,0,NWS Storm Survey, ,14.31,1300,8,WNW,3,SE,SELMER,35.0471,-88.7866,35.1496,-88.5666,"The tornado moved into McNairy County from Hardeman County and began weakening. Around 15 homes were damaged or destroyed south of Selmer. The last observed damage was near Highway 45 on the southeast edge of Selmer.","Strong surface low pressure tracked from the Plains into the Mississippi River Valley while a strong cold front pushed into the Mid-South on December 23, 2015. A very moist and unstable airmass moved into the area as a warm front lifted north through the region during the early morning hours. A potent upper level disturbance help to trigger thunderstorms along and in advance of the approaching cold front. The necessary ingredients were in place for storm to intensify to severe limits. There were several reports of large hail, damaging winds and flash flooding across West Tennessee during the late afternoon. A violent long track tornado moved from into parts of Hardeman and McNairy Counties from North Mississippi during the early evening.",93
+606471,DALLAS CO.,NEW HOPE,12/26/2015,1846,Tornado, ,EF4,10,468,26000000,0,TX,CST-6, ,101364,C,113,FWD,0,0,NWS Storm Survey, ,9.21,550,2,SSE,3,ENE,ROWLETT,32.796,-96.5894,32.915,-96.518,"The Garland and Rowlett tornado began in Sunnyvale, where several mobile homes were destroyed along a wide and long path.  The full tornado length was a little over 13 miles, with nearly ten miles within Dallas County. Nine people lost their lives in vehicles as the tornado crossed Interstate 30 at the President George Bush Turnpike. Another male died after sustaining injuries in a collapsed home in Rowlett. Eight of the 10 died that night, but one died on January 8th from his injuries, and another passed away on January 18th.  The tornado affected nearly 600 homes in Dallas County, destroying nearly 400 of these homes. Twenty-two businesses were affected by this tornado, with one business being completely destroyed.","A potent storm system brought deadly tornadoes and severe weather to North Texas on the 26th followed by waves of heavy rainfall that resulted in significant flooding across parts of North and Central Texas.  Twelve tornadoes were confirmed on the afternoon and evening of the 26th, killing 13 and injuring over 300. The strongest tornado was an EF-4 that struck the Garland and Rowlett areas of Dallas and Rockwall County and where most of the fatalities occurred. Then the waves of heavy rain persisted through the night of the 27th until the upper level low moved past the region. The heaviest rainfall and thus most significant flooding was along and east of Interstate 35 where an average of 3-6+ of rain fell.",94
+633058,GARVIN CO.,HENNEPIN,05/09/2016,1506,Tornado, ,EF4,1,0,1000000,0,OK,CST-6, ,104767,C,49,OUN,0,0,NWS Storm Survey, ,8.9,400,3,N,5,SW,WYNNEWOOD,34.559,-97.357,34.589,-97.21,"A tornado developed 1.25 miles south of the community of Katie, OK, or about 3.4 miles north of Hennepin. The tornado was observed to be very dynamic as it moved east-northeast and east. Initially damage was confined to trees until the tornado crossed county road 1690 where a home was destroyed where only interior walls remained standing. To the east of this house, two mobile homes were damaged on the southern periphery of the tornado path. The tornado moved east-northeast damaging another mobile home, then east removing the roof from a home on Indian Meridian Road.||The tornado varied in movement between northeast and southeast as it approached and crossed county road 1680. A home was destroyed near county road 1680 and Indian Meridian Road where an EF4 rating was applied (DI 2, DOD 9). Further east, a fatality occurred when the tornado destroyed a modular home. After destroying another home, the tornado moved northeast and dissipated near Interstate 35.","With the help of an upper low, storms fired along the dryline in central Oklahoma on the 9th, with some of them becoming severe.",95
+626912,DICKINSON CO.,SOLOMON,05/25/2016,1820,Tornado, ,EF4,0,5,0,0,KS,CST-6, ,104664,C,41,TOP,0,0,NWS Storm Survey, ,21.61,900,5,N,3,ESE,CHAPMAN,38.9917,-97.3713,38.9557,-96.9717,"The long track violent tornado began 1-2 miles NNE of Niles Kansas and destroyed 2 homes in Ottawa county before crossing into Dickinson county north of Solomon.  The tornado tracked 2-3 miles north of the city of Abilene following a meandering path approximately east along 2700 avenue in Dickinson county before veering southeast and crossing interstate 70 approx. 2 miles west of the city of Chapman.  The tornado then moved ESE and then east along a path around 1 mile south of Chapman destroying 1 farmstead and several other homes in the area.  The worst damage was done to a farmstead 1 mile southwest of Chapman along old highway 40 where the home was destroyed and all outbuildings were blown away.  The sub floor of the home was removed from a bolted sill plate and the poured concrete foundation was cracked on the south side exposing the rebar where the strongest forces from the lifting structure occurred as it was being removed and blown away likely occurred.  Much of the brick facade of the home did remain where it fell around the structure however so the area was not swept clean. Winds approaching 200 mph were likely in this area while a woman home at the time took shelter in the basement and was ok with only superficial injuries.  The approximate number of minor injuries was 5 reported to NWS however none required a hospital visit.  Photos of the damage are available off of the NWS damage assessment toolkit website at https://apps.dat.noaa.gov/StormDamage/DamageViewer/ .","One supercell thunderstorm developed over Ottawa county around 5pm on May 25th. That storm went on to produce 4 documented tornadoes including a 26 mile long violent EF4 tornado that was on the ground for around 90 minutes.  Most of the damage was done in Dickinson County Kansas where 20-25 homes were damaged or destroyed. The supercell thunderstorm continued into Morris and Wabaunsee counties where it produced 2 more tornadoes before dissipating that evening.",96
+677516,PERRY CO.,SILVER LAKE,02/28/2017,1951,Tornado, ,EF4,1,12,8000000,0,MO,CST-6, ,113236,C,157,PAH,0,0,NWS Storm Survey, ,17.39,1100,3,N,4,E,BELGIQUE,37.7238,-90.0055,37.8222,-89.7124,"This large and violent tornado touched down about four miles west of Perryville. The tornado quickly became violent, reaching EF-4 intensity and leveling five homes just west of Interstate 55, about 3.5 miles northwest of Perryville. Numerous unoccupied cars from a salvage yard were blown into or over Interstate 55. The lone fatality occurred when a southbound vehicle on Interstate 55 was intercepted by the tornado. The victim's pickup truck was tossed into a field at least 100 yards from the interstate. The coroner reported that the victim was thrown from the vehicle and died at the scene. The passenger in the vehicle was treated for minor injuries at a local hospital. The area of greatest home and property destruction was three miles north of Perryville, in the vicinity of U.S. Highway 61. Maximum wind speeds were estimated near 180 mph in the vicinity of Interstate 55 and also near U.S. Highway 61. The damage path showed multiple vortex characteristics with ground striations and scarring to bare ground. At least 100 homes were damaged or destroyed in Perry County, mostly on the northern outskirts of Perryville. Most persons in the tornado's path took shelter in their basements. All twelve tornado injuries occurred in Perry County, where the tornado was at its strongest. At least one couple was trapped in their basement until rescuers removed debris. As the tornado approached the Mississippi River, multiple ground striations were noted in a farm field, indicative of multiple vortices. The maximum path width was over one-half mile shortly before the tornado crossed the Mississippi River into Randolph County, Illinois.","Isolated supercell thunderstorms developed across southeast Missouri during the evening hours. The storms developed ahead of a cold front in a destabilizing air mass characterized by dew points in the lower to mid 60's. The most intense supercell storm awaited the approach of a mid-level impulse from Oklahoma, which was downstream from the primary shortwave trough over the southern Plains. The supercell produced a violent tornado in Perry County. A southwesterly low-level jet increased substantially during the evening, creating favorable conditions for tornadoes. Outside of the thunderstorm activity, some of the southwest winds aloft mixed down to the surface in the form of isolated gusts from 40 to 45 mph.",97
+683249,VAN ZANDT CO.,BIG ROCK,04/29/2017,1640,Tornado, ,EF4,2,20,700000,200000,TX,CST-6, ,114098,C,467,FWD,0,0,NWS Storm Survey, ,13.6,1760,1,NNW,2,NE,WALLACE,32.357,-95.9549,32.5528,-95.9306,"The Henderson County tornado continued into Van Zandt County. A National Weather Service damage survey crew found the start of tornado number three began in Henderson County, approximately 3 miles due south of Eustace. This tornado eventually moved into Van Zandt County, where the storm produced EF4 damage. In  Henderson County, several homes suffered EF2 damage, along with a considerable amount of tree damage and damage to farm buildings. As the storm moved into Van Zandt County, the tornado  grew to a mile wide at the tornado's maximum width. Over 50 homes were either damaged or destroyed, with a continuous path noted between counties.","A deep low pressure system near the Four corners continued to move east, causing early morning thunderstorms to develop along the Texas Panhandle and into Oklahoma. A cold front was moving southeast across the state and entered our northwestern|counties around sunrise. The strength of the cap was sufficient to hamper any development until mid afternoon. Deep forcing for ascent approached from from the west while remnant boundaries associated with convection over far East Texas and West Louisiana moved in from the east. By 3:30 PM, several parameters came together for the rapid development of severe storms east of Interstate 35/35E. Pre-frontal convection led to the development of supercells, producing numerous tornadoes over a relatively small area. Additional storm development quickly developed along the cold front with several reports of large hail, and eventually producing a brief EF-0 Quasi-Linear Convective System (QLCS) tornado (Tornado #7). ||The survey crew teams determined yesterday that there was a nearly 55 mile damage swath, yet found evidence that there were two tornadoes which caused the damage. One tornado began in western Henderson County and moved into central Van Zandt County. This tornado occluded and dissipated, and a second, long track tornado began nearby. This second tornado was the EF-3 which produced damage on the east side of Canton, Fruitvale, Emory, and finally dissipating near Lake Fork. The first tornado had|a track of approximately 12 miles, while the other had a track of nearly 42 miles. ||It is known that four people lost their lives due to these tornadoes, and 59 people were injured.",98
+813640,LEE CO.,BUPREE,03/03/2019,1403,Tornado, ,EF4,23,90,0,0,AL,CST-6, ,135611,C,81,BMX,0,0,NWS Storm Survey, ,23.55,1600,5,W,1,NW,STONEWALL,32.4571,-85.4362,32.575,-85.057,"National Weather Service meteorologists surveyed damage in far southern Lee County and determined that it was consistent with an EF4 tornado, with maximum sustained winds near 170 mph.||This track is a continuation of a track that began in Macon County. The tornado crossed into Lee County near Lee Road 812 and tracked northeast to County Road 29 where it removed the roof and collapsed several cinder block walls of a church. The tornado continued to intensify as it approached County Road 11, where it peeled sheet metal off of the porch of a home and ripped some sheet metal off of two outdoor storage sheds and continued to uproot numerous pine trees. Debris from structures and their contents were strewn along a tree line to the east of their original location and some evidence of weak ground rowing was observed along the surface tornado path.||The tornado reached its peak intensity just south of the intersection of Lee County Road 36 and Lee County Road 39, where it rolled a manufactured home and emptied its contents nearby on the northern side of the track. Additional damage toward the southern portion of the track included the complete destruction of a house with all debris tossed a short distance from the foundation. The tornado bent the frame of a car around the remnant of a large tree whose upper portion had broken off and totaled three vehicles by severe impacts into the bases of two remaining tree stubs. Farther east on the other side of a small lake, a well-anchored and constructed home was leveled with debris removed from the foundation and anchored bolt screws remaining intact. Toward the northern edge of the tornado, the destruction of two double-wide and a single-wide manufactured home was observed. This was the peak intensity of the tornado due to the combination of damage to the two houses along with extensive severe tree damage including trees snapped at their bases and large trees with expansive root systems uprooted along with some sporadic evidence of ground rowing.||The tornado began to decrease in intensity as it continued east roughly paralleling Lee County Road 39 where two manufactured homes were destroyed with most debris deposited away from the original location and both of the metal frames of the mobile homes could not be located. Another manufactured home was destroyed with its contents deposited in a swath from the site into the remains of a nearby tree line. A car was found in an overturned position against a hardy tree stripped of most limbs with a mattress from a bed wrapped around the mid portion of the tree. A badly mangled metal frame of a manufactured home and debris displaced nearby was all that remained of one residence. Nearby a tractor trailer rig was on its side and shoved around a sturdy tree while a nearby site-built home lost nearly all of its exterior walls with debris remaining on or near the home site. Severe tree destruction continued in this area with trees snapped at their bases and uprooted. To the north of Lee County Road 39, significant debris was deposited in a wooded area where the tornado performed significant timber damage and toppled at least one high-tension power line tower.||After demolishing two double-wide and a single-wide manufactured home the tornado tracked northeast and crossed Lee County Road 51 just north of the intersection with Lee County Road 39. A double-wide manufactured home was moved off of its base and the exterior walls collapsed on a family residence along with significant tree damage.|Some weakening occurred farther east as the tornado crossed Lee County Road 38 where it deposited a large amount of debris into a ragged forested area. The tornado crossed Lee County Road 100 and Lee County Road 166 where it caused damage to trees with some trunks snapped and some trees uprooted.||Tornado damage was observed along Lee County Road 165 and along portions of Lee County Road 40 and Lee County Road 2049. Exterior walls of a family residence were removed and a significant loss of roofing material from a house and a manufactured home were observed. The tornado flipped a manufactured home and deposited its contents nearby along with destroying the roof and walls of a single-wide manufactured home.||The tornado crossed Lee County Road 170 and County Road 175, and then Highway 169 with significant damage to timber along this path. The tornado crossed Lee County Road 245 and Lee County Road 179 with damage to the roof of a house near County Road 239 along with more timber damage. As it approached Smiths Station, the tornado crossed Fullers Lake where it rolled a manufactured home and caused some loss of roofing material to a house. Additional damage occurred along Lee County Road 294 and Lee County Road 298 where a professional building lost some of its roofing materials. Damage also occurred to siding and roofing at several small homes that were not well constructed. As the tornado crossed U.S. Highway 280 it caused some roof damage to a restaurant, damaged a billboard and collapsed a cellular service communications tower. The tornado moved across Lee County Road 318 where some roof damage to homes occurred along with significant timber damage. The tornado moved tracked towards the Chattahoochee River where it caused roof damage to some houses near the river and downed a metal high-tension power line tower. The tornado crossed the Chattahoochee River and continued into Georgia.||There were 23 fatalities and 90 injuries. The American Red Cross estimated 225 homes were destroyed, while another 133 homes sustained major damage.","On the morning of Sunday March 3rd, 2019, an upper-level disturbance moved eastward from the Southern Plains into the southern Gulf Coast States. As favorable upper-level support and deep-layer forcing approached the lower Mississippi River Valley, a surface low pressure developed and moved northeastward into Central Alabama by late morning. Ahead of this surface low, a warm front initially along the Florida Panhandle moved northward allowing for the transport of warm, moist unstable air into southern and southeastern Central Alabama. This frontal boundary eventually became more stationary and stalled out north of the I-85 corridor as the strengthening surface low moved eastward. During this time, a large area of elevated thunderstorms affected portions northern Central Alabama while supercell thunderstorms initiated across the favorable warm sector. As these supercells intensified during the afternoon, parameters became favorable for tornadic thunderstorms in an area along and south of the I-85 corridor.",99
+816403,MONTGOMERY CO.,PYRMONT,05/27/2019,2141,Tornado, ,EF4,0,166,500000000,0,OH,EST-5, ,136052,C,113,ILN,0,1,NWS Storm Survey, ,18.17,1050,2,NNW,1,SSE,EASTVIEW,39.8243,-84.4632,39.758,-84.1121,"The tornado initially touched down just west of Brookville and areas on the south side of Brookville sustained heavy damage, consistent with high-end EF2 wind speeds. Numerous homes suffered significant roof damage and removal, including exterior wall collapse and complete garage destruction. ||The tornado then carved a path east through Trotwood where damage consistent with EF2 wind speeds was widespread and some homes sustained damage consistent with EF3 wind speeds. Structures here again featured roof removal and exterior wall collapse. This was particularly true on the south side of Westbrook Road. A large number of homes and apartment complexes were impacted further east in Trotwood, with most of this damage consistent with high-end EF2 wind speeds.||The highest winds were estimated to have occurred in a corridor from eastern Trotwood (between Shiloh Springs Road and Westbrook Road), then southeast between Shiloh Springs Road and Turner Road, into areas along the Stillwater River/Riverside Drive area. Embedded within this zone was higher-end EF3 damage. Areas near Riverside Drive and the Stillwater River exhibited damage consistent with wind speeds of 170 mph, or lower-end EF4 damage. This damage included well-built apartment buildings that sustained complete roof and exterior wall removal. In addition, significant tree devastation was found along the Stillwater River, east of Riverside Drive, that included numerous trees that were debarked and nubbed down to the trunk.||The tornado continued southeast through Dayton and Northridge, and crossed I-75 into the Old North Dayton Area, where heavy damage continued to homes and businesses. As the tornado entered Riverside, damage began to lessen in intensity, but plenty of damage consistent with EF1 wind speeds was noted. The tornado continued further to the southeast, causing damage in a subdivision north of Burkhardt Road. The roof of an apartment building on Dodge Court was removed. This is the final known damage caused by this tornado.||An 86 year old woman died (indirect) on September 1st, 2019, in part due to injuries suffered when she was trapped in her home during the tornado.","Thunderstorms developed during the evening hours along a warm front lifting slowly north across the region. Many of the thunderstorms produced tornadoes, including a few strong to violent tornadoes.",100
+830798,LEAVENWORTH CO.,LINWOOD,05/28/2019,1732,Tornado, ,EF4,0,0,26000000,0,KS,CST-6, ,138233,C,103,EAX,0,0,NWS Storm Survey, ,12.41,1760,5,WSW,3,S,BASEHOR,38.9689,-95.108,39.0807,-94.927,"This tornado is a continuation of the tornado that formed in Douglas County and crossed the Kansas River into Leavenworth County. As the tornado crossed the Kansas River it became very strong and wide. It produced EF-3 damage to residences along the Kansas River. When the tornado impacted Linwood, Kansas it produced isolated EF-3 and EF-4 damage. Preliminary estimates for damage exceeded 26 million dollars, per the Leavenworth Times ( https://www.leavenworthtimes.com/news/20190531/tornado-damage-exceeds-26-million ). Despite the EF-4 rating and widespread devastation to rural areas near Lawrence and Linwood no serious injuries occurred. This was the strongest tornado to impact the Kansas City metro area since 2003.","In the evening of May 28 a strong tornado formed in Douglas County and grew to a wide EF-4 tornado. This is the same storm that caused the storm chasing group to fly off the road just south of Lawrence, Kansas. Once the tornado crossed into Leavenworth County it impacted mainly rural residences, but also impact the city of Linwood. It was here that isolated EF-3 and EF-4 damage was noted. The tornado continued on to the Bonner Springs area before it dissipated just southwest of Kansas Speedway and I-70.",101
+883016,PUTNAM CO.,ENSOR,03/03/2020,148,Tornado, ,EF4,19,87,100000000,0,TN,CST-6, ,146901,C,141,OHX,0,0,NWS Storm Survey, ,8.39,900,1,W,1,W,COOKEVILLE,36.1715,-85.6628,36.1709,-85.5135,"An historic, violent EF-4 tornado began in western Putnam County northwest of Baxter and tracked eastward for over 8 miles before lifting near downtown Cookeville, damaging or destroying dozens of homes and businesses, killing 19 people, and injuring 88 others. The tornado began 2.5 miles northwest of Baxter along Highway 70 where it caused EF-0 damage to several homes and outbuildings. Scattered trees were blown down as the tornado continued eastward across Gainesboro Highway. The tornado quickly intensified to EF-2 in the Prosperity Pointe subdivision just north of Highway 70 and further strengthened to EF-3 as it crossed Bloomington Road and Clemmons Road in the Double Springs community, severely damaging several homes. As the tornado moved across Charleston Square, Plunk Whitson Road, and North McBloom Chapel Road, it intensified even more and produced a 0.8 mile long by 100 yards wide swath of EF-4 damage. 17 well-constructed, large homes in this area were completely leveled, mostly on Hensley Drive, with many deaths occurring in this area. EF-4 damage continued eastward to Echo Valley Drive, where an apartment complex and 5 more homes were completely destroyed. The tornado weakened to EF-3 as it crossed Highway 70 and Locust Grove Road, where numerous more homes and buildings were damaged or destroyed. A dashcam video of the tornado was taken from an unoccupied vehicle on Willow Brook Drive in this area. Continuing along Highway 70, the tornado weakened further to EF-2 intensity as it crossed County Farm Road and Jackson Street, then down to EF-1 strength along Crescent Drive and Buck Avenue. The tornado rapdily dissipated as it entered the downtown area of Cookeville, quickly lifting on Laurel Avenue just west of Cookeville Regional Medical Center. This was the worst tornado on record to affect Putnam County.","From the late evening hours on March 2 into the early morning hours on March 3, supercell thunderstorms developed and spawned tornadoes across southeast Missouri, southern Kentucky, Tennessee, and central Alabama. One of these supercells formed near the Mississippi River in west Tennessee, then tracked eastward across the entire length of the state just north of the Interstate 40 corridor, spawning 10 tornadoes and dropping large hail bigger than the size of baseballs. Seven of these tornadoes touched down across Middle Tennessee, resulting in widespread damage, 307 injuries and 24 fatalities. An additional fatality and 2 more injuries occurred in Benton County in west Tennessee. These tornadoes were the worst seen in Tennessee since the devastating tornadoes of April 27, 2011 across east Tennessee, as well as the Super Tuesday tornadoes of February 5-6, 2008. Total damage estimates from the Tennessee Emergency Management Agency across Middle Tennessee reached $1.6 billion.",102
+887908,WALTHALL CO.,ENON,04/12/2020,1439,Tornado, ,EF4,2,0,0,0,MS,CST-6, ,147593,C,147,LIX,0,0,NWS Storm Survey, ,6.65,1300,4,ESE,2,E,SARTINSVILLE,31.2763,-90.1732,31.3331,-90.0822,"The tornado touched down near Jefferson Rd just east of the intersection with|Jack Foil Rd. It quickly strengthened as it moved northeastward through the Hope area where it produced damage consistent with 115 mph winds. It also quickly grew in width and was roughly 1200 yd/0.67 mi wide by the time it approached Hwy 27. As it crossed Hwy 27 it continued to cause significant damage along East Sartinville Rd. The tornado was strongest as it approached James Ratcliff Rd. Two homes on this road were leveled, one being reduced to a slab. Consultation with subject matter experts including both engineers and experts in forensic tornado damage  analysis supports raising the maximum intensity to 170 mph based  on the house that was reduced to a slab and a large hard wood tree that was uprooted and tossed several feet from where it stood. The increased wind speed makes the tornado an EF-4 on the Enhanced Fujita scale. The other home that was leveled suffered damage consistent with a high end EF-3. While all walls were collapsed, there was no evidence of bolts that would have held the sill plates to the foundation. Thus, the wind speed for this particular damage is reduced slightly from the expected. The tornado was also widest in this area, reaching a maximum width of around 1300 yards or approximately 0.75 miles. As it continued to move northeastward, it continued snapping every tree near the center of its path. It also caused substantial damage to several small cinder block buildings, tore the roof off of a home and rolled a tied down single-wide manufactured home as it crossed East Sartinville Rd. From there it continued northeastward and tore the entire roof from a brick home just before moving into Lawrence County. It should be noted that from just southwest of James Ratcliff Rd through the remainder of the Walthall Co portion of  the track, nearly every tree in the path of the tornado was snapped or uprooted. The tornado was responsible for two fatalities in Walthall County.","On April 12th 2020, a very potent storm system delivered widespread severe weather across the southeast, as a strong cold front met unstable, moist Gulf air causing severe storms across Mississippi.",103
+902831,JEFFERSON DAVIS CO.,BASSFIELD,04/12/2020,1512,Tornado, ,EF4,4,4,18000000,2500000,MS,CST-6, ,146307,C,65,JAN,0,0,NWS Storm Survey, ,9.99,2640,3,S,7,ESE,TERRELL,31.4641,-89.7579,31.5475,-89.6194,"This violent, deadly tornado traveled 68 miles through parts of five counties including southeastern Jefferson Davis, central Covington, northwestern Jones, southeastern Jasper, and western Clarke counties. Locations impacted by this tornado include Bassfield, the areas between Collins and Seminary, Soso, Moss, Heidelberg, and Pachuta. This tornado is preliminarily rated EF4 with an estimated peak wind of 190 MPH east of Bassfield in southwestern Jefferson Davis County. Additional EF4 damage was noted near Soso in Jones County and at Moss in Jasper County. The maximum path width was 2.25 miles in the vicinity of Hughes Road west of Seminary in western Covington County. At this width, the tornado ranks 3rd widest in the official NOAA United States tornado database behind the El Reno, OK tornado of 2013 (2.6 mi) and the Hallam, NE tornado of 2004 (2.5 mi). This tornado now ranks as the widest on record in the state of Mississippi, surpassing the Yazoo City, MS tornado of 2010 (1.75 mi). Eight lives were lost in this tornado, and there was an undetermined number of additional injuries. Additional details on the damage path and area of most significant damage follow.|| ||The tornado began south of Bassfield along Bassfield Cemetery Road, uprooting trees and resulting in relatively minor structural damage. As it proceeded northeastward, the diameter of the wind field steadily increased and the percentage of snapped trees in the center of the vortex increased considerably as the tornado approached MS Highway 42. At this location, two homes sustained major roof damage. Tornado intensity then began to increase quickly, with EF3 damage as it crossed Hosey Mikell Road, completely demolishing a mobile home and scattering the debris field over 300 yards downwind. Tree damage also ramped up significantly beyond this location, with low end EF4 damage in a narrow swath of nearly complete tree destruction along the center of the tornado vortex and increasing instances of debarking of trees as the tornado moved across Pitts Lane and Reese Road. Outside of this most intense corridor of tornadic winds, EF1 and EF2 damage to trees and structures was occurring over a wider area, up one mile wide. In addition, both ground surveys and aerial photography indicated the presence of multiple vortices at times. Intense damage continued as the tornado crossed the intersection of Graves Key Road and Harper Road, where a cinder block small business building was destroyed, with much of the slab swept clean. Four fatalities occurred at this location. Nearby, a mobile home was completely destroyed, with the undercarriage wrapped around the small set of trees that remained standing downwind. Debarking of some trees was again noted and continued along the tornado path across Claude Booth Road.|| ||The tornado reached its peak intensity as it moved across a field north of Graves Key Road. At this location, the foundation of a wood frame and metal roof cabin was swept clean. A truck parked at this cabin was tossed approximately 300 yards downwind, and trees that remained standing at this site were partially debarked. Though the path of the intense tornado vortex through the field surrounding this cabin was clearly visible, significant scouring was not noted. The tornado continued to remain violent and grow in size, nearly 1.5 miles wide, as it crossed Good Hope Road and continued to track toward the Bouie River. Here, a large swath of extreme tree damage was noted as the whole forest was leveled. An intense core of the tornado was evident by debarking of trees along a well defined center line or sub-vortex feature. Extreme debarking was noted around Willie Fortenberry Road. In this general area, several farmers reported roughly 60 cattle were killed by the tornado. The tornado grew larger as it entered Covington County and peaked in width in the vicinity of Hughes Road. Maximum width was measured at 2.25 miles. The incredible expansive tree damage continued along the path with millions of trees damaged. Several dozen structures were damaged or destroyed between McGowen Circle to US 49. Numerous chicken houses (23-30) were destroyed here as well. A section of Cold Springs Road looked to see another sub- vortex and it was here another area of EF4 damage occurred to a home.|| ||As the tornado crossed US 49, the width decreased to 1.7 miles, but it remained quite strong with mid to upper end EF3 damage noted. Extreme tree damage persisted in large swaths along the path. In addition, a few dozen structures were damaged between US 49 and MS Highway 588. This consisted of varying degrees of damage from EF1 to EF3 levels. The tornado entered northwestern Jones County near the Centerville community where several homes had shingles blown off or parts of the decking exposed. A mobile home along Tommy Pickering Road was thrown and separated from the frame, with the highest winds in the EF2 range. As the storm moved northeast across US 84, trees were uprooted and snapped. Several homes on both sides of the highway had decking exposed or shingles blown off. At least one mobile home was destroyed along US 84. The tornado intensified to an EF3 causing significant damage to multiple homes along Danny Hillburn Road, where large sections of roofing was removed. Between US 84 and MS Highway 29, several mobile homes were completely destroyed and at least one separated from the frame. Several homes had one or more exterior walls collapsed or large sections of the roof removed. The tornado continued to cause widespread destruction as it moved into the town of Soso. Several homes and churches received significant damage. Large swaths of trees were snapped and uprooted along MS Highway 29. Near the center of town, a fire station was heavily damaged when the overhead doors collapsed and portions of the roof were removed. Numerous homes had roofing removed and exposed decking. The worst damage occurred along MS Highway 28 where a convenience store was destroyed and several other cinder block structures were heavily damaged when the storm intensified to low end EF-4. The tornado continued to mow down large swaths of trees and caused major uplift and loss of roofing to numerous homes as it moved northeast toward MS Highway 15. Along Mathews Road numerous mobile homes and several outbuildings were completely destroyed.|| ||The tornado intensified to a low end EF4 as it moved into the Moss community, where winds near 175 mph resulted in widespread devastation. Nearly every structure in the community was damaged with the most significant damage occurring along or near MS Highway 537. About half of the First Baptist Church of Moss was completely leveled. Numerous homes were destroyed or had major roofing loss or uplifted. A small pick-up truck was thrown several hundred yards and completely destroyed. In addition, multiple mobile homes were completely demolished.|| ||As the storm tracked toward I-59 a few miles west of Heidelberg, hundreds of trees were mowed down, outbuildings were destroyed. Several homes and mobile homes had metal roofing peeled back or decking exposed. Large swaths of trees were snapped for several miles including some along I-59 between the Heidelberg and Vossburg exits. Swaths of tree damage continued into the Barnett community. In the town of Pachuta there was scattered tree damage and the metal roofing was peeled off of a church. About two miles north of Pachuta, the damage became sporadic and the tornado lifted in a wooded area along County Road 130.||The total path length was 67.43 miles. The maximum estimated wind speed of both the tornado and in Jefferson Davis County was 190mph.","An outbreak of severe weather occurred on Easter Sunday, 2020. This was a multifaceted event with a few different waves of activity, each of which brought their own unique hazardous weather to the residents of the region. This outbreak had a total of 20 tornadoes across the NWS Jackson service area. Of these, two tornadoes were long tracked and in excess of 60 miles. Additionally, the most intense tornado was historically significant as it was the widest tornado in Mississippi history at 2.25 miles and ranks as the third widest nationally. Unfortunately, fatalities occurred across the region, most of which came from the two long track tornadoes. Total fatalities were 14, which were across several counties and almost 100 people were injured. Of the 20 tornadoes, two were rated as EF4, one was an  EF3, four were EF2, ten were EF1 and there were three EF0.||The first wave of severe storms moved out of northeast Louisiana as a line of thunderstorms or QLCS. The bowing segment of this line was efficient at producing tornadoes as it moved across northeast Louisiana parishes and through central sections of Mississippi before tracking across Alabama. This part of the QLCS produced 13 tornadoes across the service area with the strongest being three EF2s that occurred west of Pioneer LA, northwest of Yazoo City MS, and north of Macon MS.||The next wave was focused around two large supercell storms where each produced long track tornadoes, and were the phenomena that had the greatest impact across south and southeast Mississippi. The first storm produced two EF4 tornadoes, one of which was on the ground for 68 miles before dissipating. This tornado was up to two miles wide in several locations, with the maximum width at 2.25 miles making it the widest tornado in Mississippi history. On the heels of this supercell, another supercell developed and produced a long track EF3 tornado, which was on the ground for 84 miles.||The third and final wave was associated with the southeast surge of the cold front and driven by the strong lift and winds from the core of the upper level low. This wave was a bit unique as there were not as many thunderstorms associated with the line of strong and damaging winds. However, this line of activity produced widespread wind damage across southeast Arkansas, northeast Louisiana and all of the northern half of Mississippi, including the Mississippi Delta where winds of 70 to 90 mph occurred. While many structures sustained some sort of damage, widespread trees and power lines were blown down during the late evening and early morning hours with the final wave.",104
+902837,COVINGTON CO.,WILLIAMSBURG,04/12/2020,1524,Tornado, ,EF4,0,5,25900000,3600000,MS,CST-6, ,146307,C,31,JAN,0,0,NWS Storm Survey, ,15.27,3960,5,S,5,SSE,HOT COFFEE,31.5475,-89.6194,31.6661,-89.4004,"This violent, deadly tornado traveled 68 miles through parts of five counties including southeastern Jefferson Davis, central Covington, northwestern Jones, southeastern Jasper, and western Clarke counties. Locations impacted by this tornado include Bassfield, the areas between Collins and Seminary, Soso, Moss, Heidelberg, and Pachuta. This tornado is preliminarily rated EF4 with an estimated peak wind of 190 MPH east of Bassfield in southwestern Jefferson Davis County. Additional EF4 damage was noted near Soso in Jones County and at Moss in Jasper County. The maximum path width was 2.25 miles in the vicinity of Hughes Road west of Seminary in western Covington County. At this width, the tornado ranks 3rd widest in the official NOAA United States tornado database behind the El Reno, OK tornado of 2013 (2.6 mi) and the Hallam, NE tornado of 2004 (2.5 mi). This tornado now ranks as the widest on record in the state of Mississippi, surpassing the Yazoo City, MS tornado of 2010 (1.75 mi). Eight lives were lost in this tornado, and there was an undetermined number of additional injuries. Additional details on the damage path and area of most significant damage follow.|| ||The tornado began south of Bassfield along Bassfield Cemetery Road, uprooting trees and resulting in relatively minor structural damage. As it proceeded northeastward, the diameter of the wind field steadily increased and the percentage of snapped trees in the center of the vortex increased considerably as the tornado approached MS Highway 42. At this location, two homes sustained major roof damage. Tornado intensity then began to increase quickly, with EF3 damage as it crossed Hosey Mikell Road, completely demolishing a mobile home and scattering the debris field over 300 yards downwind. Tree damage also ramped up significantly beyond this location, with low end EF4 damage in a narrow swath of nearly complete tree destruction along the center of the tornado vortex and increasing instances of debarking of trees as the tornado moved across Pitts Lane and Reese Road. Outside of this most intense corridor of tornadic winds, EF1 and EF2 damage to trees and structures was occurring over a wider area, up one mile wide. In addition, both ground surveys and aerial photography indicated the presence of multiple vortices at times. Intense damage continued as the tornado crossed the intersection of Graves Key Road and Harper Road, where a cinder block small business building was destroyed, with much of the slab swept clean. Four fatalities occurred at this location. Nearby, a mobile home was completely destroyed, with the undercarriage wrapped around the small set of trees that remained standing downwind. Debarking of some trees was again noted and continued along the tornado path across Claude Booth Road.|| ||The tornado reached its peak intensity as it moved across a field north of Graves Key Road. At this location, the foundation of a wood frame and metal roof cabin was swept clean. A truck parked at this cabin was tossed approximately 300 yards downwind, and trees that remained standing at this site were partially debarked. Though the path of the intense tornado vortex through the field surrounding this cabin was clearly visible, significant scouring was not noted. The tornado continued to remain violent and grow in size, nearly 1.5 miles wide, as it crossed Good Hope Road and continued to track toward the Bouie River. Here, a large swath of extreme tree damage was noted as the whole forest was leveled. An intense core of the tornado was evident by debarking of trees along a well defined center line or sub-vortex feature. Extreme debarking was noted around Willie Fortenberry Road. In this general area, several farmers reported roughly 60 cattle were killed by the tornado. The tornado grew larger as it entered Covington County and peaked in width in the vicinity of Hughes Road. Maximum width was measured at 2.25 miles. The incredible expansive tree damage continued along the path with millions of trees damaged. Several dozen structures were damaged or destroyed between McGowen Circle to US 49. Numerous chicken houses (23-30) were destroyed here as well. A section of Cold Springs Road looked to see another sub- vortex and it was here another area of EF4 damage occurred to a home.|| ||As the tornado crossed US 49, the width decreased to 1.7 miles, but it remained quite strong with mid to upper end EF3 damage noted. Extreme tree damage persisted in large swaths along the path. In addition, a few dozen structures were damaged between US 49 and MS Highway 588. This consisted of varying degrees of damage from EF1 to EF3 levels. The tornado entered northwestern Jones County near the Centerville community where several homes had shingles blown off or parts of the decking exposed. A mobile home along Tommy Pickering Road was thrown and separated from the frame, with the highest winds in the EF2 range. As the storm moved northeast across US 84, trees were uprooted and snapped. Several homes on both sides of the highway had decking exposed or shingles blown off. At least one mobile home was destroyed along US 84. The tornado intensified to an EF3 causing significant damage to multiple homes along Danny Hillburn Road, where large sections of roofing was removed. Between US 84 and MS Highway 29, several mobile homes were completely destroyed and at least one separated from the frame. Several homes had one or more exterior walls collapsed or large sections of the roof removed. The tornado continued to cause widespread destruction as it moved into the town of Soso. Several homes and churches received significant damage. Large swaths of trees were snapped and uprooted along MS Highway 29. Near the center of town, a fire station was heavily damaged when the overhead doors collapsed and portions of the roof were removed. Numerous homes had roofing removed and exposed decking. The worst damage occurred along MS Highway 28 where a convenience store was destroyed and several other cinder block structures were heavily damaged when the storm intensified to low end EF-4. The tornado continued to mow down large swaths of trees and caused major uplift and loss of roofing to numerous homes as it moved northeast toward MS Highway 15. Along Mathews Road numerous mobile homes and several outbuildings were completely destroyed.|| ||The tornado intensified to a low end EF4 as it moved into the Moss community, where winds near 175 mph resulted in widespread devastation. Nearly every structure in the community was damaged with the most significant damage occurring along or near MS Highway 537. About half of the First Baptist Church of Moss was completely leveled. Numerous homes were destroyed or had major roofing loss or uplifted. A small pick-up truck was thrown several hundred yards and completely destroyed. In addition, multiple mobile homes were completely demolished.|| ||As the storm tracked toward I-59 a few miles west of Heidelberg, hundreds of trees were mowed down, outbuildings were destroyed. Several homes and mobile homes had metal roofing peeled back or decking exposed. Large swaths of trees were snapped for several miles including some along I-59 between the Heidelberg and Vossburg exits. Swaths of tree damage continued into the Barnett community. In the town of Pachuta there was scattered tree damage and the metal roofing was peeled off of a church. About two miles north of Pachuta, the damage became sporadic and the tornado lifted in a wooded area along County Road 130.||The total path length was 67.43 miles. The maximum estimated wind speed of the tornado was 190mph, while the maximum wind speed in Covington County was 170mph.","An outbreak of severe weather occurred on Easter Sunday, 2020. This was a multifaceted event with a few different waves of activity, each of which brought their own unique hazardous weather to the residents of the region. This outbreak had a total of 20 tornadoes across the NWS Jackson service area. Of these, two tornadoes were long tracked and in excess of 60 miles. Additionally, the most intense tornado was historically significant as it was the widest tornado in Mississippi history at 2.25 miles and ranks as the third widest nationally. Unfortunately, fatalities occurred across the region, most of which came from the two long track tornadoes. Total fatalities were 14, which were across several counties and almost 100 people were injured. Of the 20 tornadoes, two were rated as EF4, one was an  EF3, four were EF2, ten were EF1 and there were three EF0.||The first wave of severe storms moved out of northeast Louisiana as a line of thunderstorms or QLCS. The bowing segment of this line was efficient at producing tornadoes as it moved across northeast Louisiana parishes and through central sections of Mississippi before tracking across Alabama. This part of the QLCS produced 13 tornadoes across the service area with the strongest being three EF2s that occurred west of Pioneer LA, northwest of Yazoo City MS, and north of Macon MS.||The next wave was focused around two large supercell storms where each produced long track tornadoes, and were the phenomena that had the greatest impact across south and southeast Mississippi. The first storm produced two EF4 tornadoes, one of which was on the ground for 68 miles before dissipating. This tornado was up to two miles wide in several locations, with the maximum width at 2.25 miles making it the widest tornado in Mississippi history. On the heels of this supercell, another supercell developed and produced a long track EF3 tornado, which was on the ground for 84 miles.||The third and final wave was associated with the southeast surge of the cold front and driven by the strong lift and winds from the core of the upper level low. This wave was a bit unique as there were not as many thunderstorms associated with the line of strong and damaging winds. However, this line of activity produced widespread wind damage across southeast Arkansas, northeast Louisiana and all of the northern half of Mississippi, including the Mississippi Delta where winds of 70 to 90 mph occurred. While many structures sustained some sort of damage, widespread trees and power lines were blown down during the late evening and early morning hours with the final wave.",105
+902843,JONES CO.,HEBRON,04/12/2020,1541,Tornado, ,EF4,3,80,11800000,3000000,MS,CST-6, ,146307,C,67,JAN,0,1,NWS Storm Survey, ,16.04,3520,3,SSW,5,NNW,HOY,31.6661,-89.4004,31.81,-89.1863,"This violent, deadly tornado traveled 68 miles through parts of five counties including southeastern Jefferson Davis, central Covington, northwestern Jones, southeastern Jasper, and western Clarke counties. Locations impacted by this tornado include Bassfield, the areas between Collins and Seminary, Soso, Moss, Heidelberg, and Pachuta. This tornado is preliminarily rated EF4 with an estimated peak wind of 190 MPH east of Bassfield in southwestern Jefferson Davis County. Additional EF4 damage was noted near Soso in Jones County and at Moss in Jasper County. The maximum path width was 2.25 miles in the vicinity of Hughes Road west of Seminary in western Covington County. At this width, the tornado ranks 3rd widest in the official NOAA United States tornado database behind the El Reno, OK tornado of 2013 (2.6 mi) and the Hallam, NE tornado of 2004 (2.5 mi). This tornado now ranks as the widest on record in the state of Mississippi, surpassing the Yazoo City, MS tornado of 2010 (1.75 mi). Eight lives were lost in this tornado, and there was an undetermined number of additional injuries. Additional details on the damage path and area of most significant damage follow.|| ||The tornado began south of Bassfield along Bassfield Cemetery Road, uprooting trees and resulting in relatively minor structural damage. As it proceeded northeastward, the diameter of the wind field steadily increased and the percentage of snapped trees in the center of the vortex increased considerably as the tornado approached MS Highway 42. At this location, two homes sustained major roof damage. Tornado intensity then began to increase quickly, with EF3 damage as it crossed Hosey Mikell Road, completely demolishing a mobile home and scattering the debris field over 300 yards downwind. Tree damage also ramped up significantly beyond this location, with low end EF4 damage in a narrow swath of nearly complete tree destruction along the center of the tornado vortex and increasing instances of debarking of trees as the tornado moved across Pitts Lane and Reese Road. Outside of this most intense corridor of tornadic winds, EF1 and EF2 damage to trees and structures was occurring over a wider area, up one mile wide. In addition, both ground surveys and aerial photography indicated the presence of multiple vortices at times. Intense damage continued as the tornado crossed the intersection of Graves Key Road and Harper Road, where a cinder block small business building was destroyed, with much of the slab swept clean. Four fatalities occurred at this location. Nearby, a mobile home was completely destroyed, with the undercarriage wrapped around the small set of trees that remained standing downwind. Debarking of some trees was again noted and continued along the tornado path across Claude Booth Road.|| ||The tornado reached its peak intensity as it moved across a field north of Graves Key Road. At this location, the foundation of a wood frame and metal roof cabin was swept clean. A truck parked at this cabin was tossed approximately 300 yards downwind, and trees that remained standing at this site were partially debarked. Though the path of the intense tornado vortex through the field surrounding this cabin was clearly visible, significant scouring was not noted. The tornado continued to remain violent and grow in size, nearly 1.5 miles wide, as it crossed Good Hope Road and continued to track toward the Bouie River. Here, a large swath of extreme tree damage was noted as the whole forest was leveled. An intense core of the tornado was evident by debarking of trees along a well defined center line or sub-vortex feature. Extreme debarking was noted around Willie Fortenberry Road. In this general area, several farmers reported roughly 60 cattle were killed by the tornado. The tornado grew larger as it entered Covington County and peaked in width in the vicinity of Hughes Road. Maximum width was measured at 2.25 miles. The incredible expansive tree damage continued along the path with millions of trees damaged. Several dozen structures were damaged or destroyed between McGowen Circle to US 49. Numerous chicken houses (23-30) were destroyed here as well. A section of Cold Springs Road looked to see another sub- vortex and it was here another area of EF4 damage occurred to a home.|| ||As the tornado crossed US 49, the width decreased to 1.7 miles, but it remained quite strong with mid to upper end EF3 damage noted. Extreme tree damage persisted in large swaths along the path. In addition, a few dozen structures were damaged between US 49 and MS Highway 588. This consisted of varying degrees of damage from EF1 to EF3 levels. The tornado entered northwestern Jones County near the Centerville community where several homes had shingles blown off or parts of the decking exposed. A mobile home along Tommy Pickering Road was thrown and separated from the frame, with the highest winds in the EF2 range. As the storm moved northeast across US 84, trees were uprooted and snapped. Several homes on both sides of the highway had decking exposed or shingles blown off. At least one mobile home was destroyed along US 84. The tornado intensified to an EF3 causing significant damage to multiple homes along Danny Hillburn Road, where large sections of roofing was removed. Between US 84 and MS Highway 29, several mobile homes were completely destroyed and at least one separated from the frame. Several homes had one or more exterior walls collapsed or large sections of the roof removed. The tornado continued to cause widespread destruction as it moved into the town of Soso. Several homes and churches received significant damage. Large swaths of trees were snapped and uprooted along MS Highway 29. Near the center of town, a fire station was heavily damaged when the overhead doors collapsed and portions of the roof were removed. Numerous homes had roofing removed and exposed decking. The worst damage occurred along MS Highway 28 where a convenience store was destroyed and several other cinder block structures were heavily damaged when the storm intensified to low end EF-4. The tornado continued to mow down large swaths of trees and caused major uplift and loss of roofing to numerous homes as it moved northeast toward MS Highway 15. Along Mathews Road numerous mobile homes and several outbuildings were completely destroyed.||The tornado intensified to a low end EF4 as it moved into the Moss community, where winds near 175 mph resulted in widespread devastation. Nearly every structure in the community was damaged with the most significant damage occurring along or near MS Highway 537. About half of the First Baptist Church of Moss was completely leveled. Numerous homes were destroyed or had major roofing loss or uplifted. A small pick-up truck was thrown several hundred yards and completely destroyed. In addition, multiple mobile homes were completely demolished.||As the storm tracked toward I-59 a few miles west of Heidelberg, hundreds of trees were mowed down, outbuildings were destroyed. Several homes and mobile homes had metal roofing peeled back or decking exposed. Large swaths of trees were snapped for several miles including some along I-59 between the Heidelberg and Vossburg exits. Swaths of tree damage continued into the Barnett community. In the town of Pachuta there was scattered tree damage and the metal roofing was peeled off of a church. About two miles north of Pachuta, the damage became sporadic and the tornado lifted in a wooded area along County Road 130.||The total path length was 67.43 miles. The maximum estimated wind speed of the tornado was 190mph, while the maximum wind speed in Jones County was 167mph.","An outbreak of severe weather occurred on Easter Sunday, 2020. This was a multifaceted event with a few different waves of activity, each of which brought their own unique hazardous weather to the residents of the region. This outbreak had a total of 20 tornadoes across the NWS Jackson service area. Of these, two tornadoes were long tracked and in excess of 60 miles. Additionally, the most intense tornado was historically significant as it was the widest tornado in Mississippi history at 2.25 miles and ranks as the third widest nationally. Unfortunately, fatalities occurred across the region, most of which came from the two long track tornadoes. Total fatalities were 14, which were across several counties and almost 100 people were injured. Of the 20 tornadoes, two were rated as EF4, one was an  EF3, four were EF2, ten were EF1 and there were three EF0.||The first wave of severe storms moved out of northeast Louisiana as a line of thunderstorms or QLCS. The bowing segment of this line was efficient at producing tornadoes as it moved across northeast Louisiana parishes and through central sections of Mississippi before tracking across Alabama. This part of the QLCS produced 13 tornadoes across the service area with the strongest being three EF2s that occurred west of Pioneer LA, northwest of Yazoo City MS, and north of Macon MS.||The next wave was focused around two large supercell storms where each produced long track tornadoes, and were the phenomena that had the greatest impact across south and southeast Mississippi. The first storm produced two EF4 tornadoes, one of which was on the ground for 68 miles before dissipating. This tornado was up to two miles wide in several locations, with the maximum width at 2.25 miles making it the widest tornado in Mississippi history. On the heels of this supercell, another supercell developed and produced a long track EF3 tornado, which was on the ground for 84 miles.||The third and final wave was associated with the southeast surge of the cold front and driven by the strong lift and winds from the core of the upper level low. This wave was a bit unique as there were not as many thunderstorms associated with the line of strong and damaging winds. However, this line of activity produced widespread wind damage across southeast Arkansas, northeast Louisiana and all of the northern half of Mississippi, including the Mississippi Delta where winds of 70 to 90 mph occurred. While many structures sustained some sort of damage, widespread trees and power lines were blown down during the late evening and early morning hours with the final wave.",106
+902844,JASPER CO.,MOSS,04/12/2020,1559,Tornado, ,EF4,0,6,5800000,3000000,MS,CST-6, ,146307,C,61,JAN,0,0,NWS Storm Survey, ,22.16,1760,1,SE,5,S,ORANGE,31.81,-89.1863,32.0311,-88.9125,"This violent, deadly tornado traveled 68 miles through parts of five counties including southeastern Jefferson Davis, central Covington, northwestern Jones, southeastern Jasper, and western Clarke counties. Locations impacted by this tornado include Bassfield, the areas between Collins and Seminary, Soso, Moss, Heidelberg, and Pachuta. This tornado is preliminarily rated EF4 with an estimated peak wind of 190 MPH east of Bassfield in southwestern Jefferson Davis County. Additional EF4 damage was noted near Soso in Jones County and at Moss in Jasper County. The maximum path width was 2.25 miles in the vicinity of Hughes Road west of Seminary in western Covington County. At this width, the tornado ranks 3rd widest in the official NOAA United States tornado database behind the El Reno, OK tornado of 2013 (2.6 mi) and the Hallam, NE tornado of 2004 (2.5 mi). This tornado now ranks as the widest on record in the state of Mississippi, surpassing the Yazoo City, MS tornado of 2010 (1.75 mi). Eight lives were lost in this tornado, and there was an undetermined number of additional injuries. Additional details on the damage path and area of most significant damage follow.|||The tornado began south of Bassfield along Bassfield Cemetery Road, uprooting trees and resulting in relatively minor structural damage. As it proceeded northeastward, the diameter of the wind field steadily increased and the percentage of snapped trees in the center of the vortex increased considerably as the tornado approached MS Highway 42. At this location, two homes sustained major roof damage. Tornado intensity then began to increase quickly, with EF3 damage as it crossed Hosey Mikell Road, completely demolishing a mobile home and scattering the debris field over 300 yards downwind. Tree damage also ramped up significantly beyond this location, with low end EF4 damage in a narrow swath of nearly complete tree destruction along the center of the tornado vortex and increasing instances of debarking of trees as the tornado moved across Pitts Lane and Reese Road. Outside of this most intense corridor of tornadic winds, EF1 and EF2 damage to trees and structures was occurring over a wider area, up one mile wide. In addition, both ground surveys and aerial photography indicated the presence of multiple vortices at times. Intense damage continued as the tornado crossed the intersection of Graves Key Road and Harper Road, where a cinder block small business building was destroyed, with much of the slab swept clean. Four fatalities occurred at this location. Nearby, a mobile home was completely destroyed, with the undercarriage wrapped around the small set of trees that remained standing downwind. Debarking of some trees was again noted and continued along the tornado path across Claude Booth Road.||The tornado reached its peak intensity as it moved across a field north of Graves Key Road. At this location, the foundation of a wood frame and metal roof cabin was swept clean. A truck parked at this cabin was tossed approximately 300 yards downwind, and trees that remained standing at this site were partially debarked. Though the path of the intense tornado vortex through the field surrounding this cabin was clearly visible, significant scouring was not noted. The tornado continued to remain violent and grow in size, nearly 1.5 miles wide, as it crossed Good Hope Road and continued to track toward the Bouie River. Here, a large swath of extreme tree damage was noted as the whole forest was leveled. An intense core of the tornado was evident by debarking of trees along a well defined center line or sub-vortex feature. Extreme debarking was noted around Willie Fortenberry Road. In this general area, several farmers reported roughly 60 cattle were killed by the tornado. The tornado grew larger as it entered Covington County and peaked in width in the vicinity of Hughes Road. Maximum width was measured at 2.25 miles. The incredible expansive tree damage continued along the path with millions of trees damaged. Several dozen structures were damaged or destroyed between McGowen Circle to US 49. Numerous chicken houses (23-30) were destroyed here as well. A section of Cold Springs Road looked to see another sub- vortex and it was here another area of EF4 damage occurred to a home.|| ||As the tornado crossed US 49, the width decreased to 1.7 miles, but it remained quite strong with mid to upper end EF3 damage noted. Extreme tree damage persisted in large swaths along the path. In addition, a few dozen structures were damaged between US 49 and MS Highway 588. This consisted of varying degrees of damage from EF1 to EF3 levels. The tornado entered northwestern Jones County near the Centerville community where several homes had shingles blown off or parts of the decking exposed. A mobile home along Tommy Pickering Road was thrown and separated from the frame, with the highest winds in the EF2 range. As the storm moved northeast across US 84, trees were uprooted and snapped. Several homes on both sides of the highway had decking exposed or shingles blown off. At least one mobile home was destroyed along US 84. The tornado intensified to an EF3 causing significant damage to multiple homes along Danny Hillburn Road, where large sections of roofing was removed. Between US 84 and MS Highway 29, several mobile homes were completely destroyed and at least one separated from the frame. Several homes had one or more exterior walls collapsed or large sections of the roof removed. The tornado continued to cause widespread destruction as it moved into the town of Soso. Several homes and churches received significant damage. Large swaths of trees were snapped and uprooted along MS Highway 29. Near the center of town, a fire station was heavily damaged when the overhead doors collapsed and portions of the roof were removed. Numerous homes had roofing removed and exposed decking. The worst damage occurred along MS Highway 28 where a convenience store was destroyed and several other cinder block structures were heavily damaged when the storm intensified to low end EF-4. The tornado continued to mow down large swaths of trees and caused major uplift and loss of roofing to numerous homes as it moved northeast toward MS Highway 15. Along Mathews Road numerous mobile homes and several outbuildings were completely destroyed.||The tornado intensified to a low end EF4 as it moved into the Moss community, where winds near 175 mph resulted in widespread devastation. Nearly every structure in the community was damaged with the most significant damage occurring along or near MS Highway 537. About half of the First Baptist Church of Moss was completely leveled. Numerous homes were destroyed or had major roofing loss or uplifted. A small pick-up truck was thrown several hundred yards and completely destroyed. In addition, multiple mobile homes were completely demolished.||As the storm tracked toward I-59 a few miles west of Heidelberg, hundreds of trees were mowed down, outbuildings were destroyed. Several homes and mobile homes had metal roofing peeled back or decking exposed. Large swaths of trees were snapped for several miles including some along I-59 between the Heidelberg and Vossburg exits. Swaths of tree damage continued into the Barnett community. In the town of Pachuta there was scattered tree damage and the metal roofing was peeled off of a church. About two miles north of Pachuta, the damage became sporadic and the tornado lifted in a wooded area along County Road 130.||The total path length was 67.43 miles. The maximum estimated wind speed of the tornado was 190mph, while the maximum wind speed in Jasper County was 178mph.","An outbreak of severe weather occurred on Easter Sunday, 2020. This was a multifaceted event with a few different waves of activity, each of which brought their own unique hazardous weather to the residents of the region. This outbreak had a total of 20 tornadoes across the NWS Jackson service area. Of these, two tornadoes were long tracked and in excess of 60 miles. Additionally, the most intense tornado was historically significant as it was the widest tornado in Mississippi history at 2.25 miles and ranks as the third widest nationally. Unfortunately, fatalities occurred across the region, most of which came from the two long track tornadoes. Total fatalities were 14, which were across several counties and almost 100 people were injured. Of the 20 tornadoes, two were rated as EF4, one was an  EF3, four were EF2, ten were EF1 and there were three EF0.||The first wave of severe storms moved out of northeast Louisiana as a line of thunderstorms or QLCS. The bowing segment of this line was efficient at producing tornadoes as it moved across northeast Louisiana parishes and through central sections of Mississippi before tracking across Alabama. This part of the QLCS produced 13 tornadoes across the service area with the strongest being three EF2s that occurred west of Pioneer LA, northwest of Yazoo City MS, and north of Macon MS.||The next wave was focused around two large supercell storms where each produced long track tornadoes, and were the phenomena that had the greatest impact across south and southeast Mississippi. The first storm produced two EF4 tornadoes, one of which was on the ground for 68 miles before dissipating. This tornado was up to two miles wide in several locations, with the maximum width at 2.25 miles making it the widest tornado in Mississippi history. On the heels of this supercell, another supercell developed and produced a long track EF3 tornado, which was on the ground for 84 miles.||The third and final wave was associated with the southeast surge of the cold front and driven by the strong lift and winds from the core of the upper level low. This wave was a bit unique as there were not as many thunderstorms associated with the line of strong and damaging winds. However, this line of activity produced widespread wind damage across southeast Arkansas, northeast Louisiana and all of the northern half of Mississippi, including the Mississippi Delta where winds of 70 to 90 mph occurred. While many structures sustained some sort of damage, widespread trees and power lines were blown down during the late evening and early morning hours with the final wave.",107
+889068,HAMPTON CO.,ESTILL MUNI ARPT,04/13/2020,510,Tornado, ,EF4,5,60,0,0,SC,EST-5, ,147485,C,49,CHS,0,0,NWS Storm Survey, ,23.73,1300,3,WSW,5,NE,FECHTIG,32.7045,-81.2899,32.829,-80.9092,"A National Weather Service Storm Survey Team confirmed an EF-4 tornado with an estimated maximum wind speed of 175 mph in central Hampton County. ||The tornado began just north of Collie Road, approximately 3 miles west-northwest of Scotia, South Carolina, snapping and uprooting trees and causing damage to the Federal Correctional Institution of Estill along its northeast track. The tornado then continued northeast, crossing over Highway 321 near the intersection with County Road S-25-35 before gaining strength and causing substantial damage. Beyond this point, the unusually long track and wide tornado damaged and destroyed many residences, including mobile and single family homes along its entire path. A few automobiles were also tossed/rolled 50 to 75 yards from their original locations. In addition, the tornado reached a maximum width of about 0.75 mile, causing extensive damage to thousands of trees and numerous power lines. At times, the damage pattern suggested that the tornado may have consisted of multiple vortices, which can occur in stronger tornadoes.||The most significant structural damage occurred just south of Estill, South Carolina and across Nixville, South Carolina, where at least six residences were destroyed. After crossing Highway 321 and continuing a northeast track, the tornado began producing EF-2 to EF-3 damage to residences along Sprayfield Road to Lena Expressway. The tornado then continued northeast where it completely destroyed a mobile home near the intersection of Highway 3 and Highway 601, tragically claiming the lives of 2 adult males. Continuing on a northeast track, the tornado heavily damaged homes near the intersection of Turner Expressway and Brandy Lane, including completely destroying a mobile home that tragically claimed the lives of 2 adult females and 1 adult male. The tornado then reached peak EF-4 intensity along Lento Road where the roof and all exterior/interior walls of a two story home were removed and dispersed across the yard. The tornado then began a weakening trend while tracking further northeast, eventually crossing Highway 278, Yemassee Highway and ending approximately 1 mile beyond the intersection of Old Salkehatchie Highway and Archie Road before the Hampton/Colleton County line. ||Overall, the tornado path stretched approximately 24 miles, claiming the lives of 5 individuals in the hardest hit areas just south of Estill, South Carolina and across Nixville, South Carolina. Additionally, 60 people sustained injuries associated with the tornado tracking through this hardest hit area, including a few individuals that were thrown 30 to 50 yards from mobile homes and individuals that were in homes that received EF-3 to EF-4 damage.","A severe quasi-linear convective system (QLCS) moved through southeast South Carolina during the early morning hours of April 13, 2020 ahead of an approaching cold front. The environment ahead of the QLCS was unusually unstable for this time of day and year, with gulf moisture spreading upper 60 F to near 70 F dewpoints into a warm sector across the Southeast United States and mid level lapse rates around 7 C/km helping produce mixed layer convective available potential energy (MLCAPE) as high as 2000 J/kg across Southeast South Carolina. Within the warm sector, very strong vertical shear associated with a 50 knot plus low and mid-level jet, effective bulk shear around 70 knots, effective storm relative helicity in the 400-600 m2/s2 range, and VAD wind profiles displaying large, curved low-level hodographs were supportive of well organized convection and potentially embedded supercell thunderstorms in a QLCS capable of producing a prolonged path of damaging winds and strong long-track tornadoes. As the QLCS swept through Southeast South Carolina, a few supercell thunderstorms became exceptionally strong while partially breaking away from the main line of thunderstorms, producing widespread wind damage and strong long-track tornadoes. ||A total of 13 confirmed tornadoes occurred across Southeast South Carolina, including a long track EF-4 tornado in Hampton County that took the lives of 5 people and injured 60 others along an approximately 24 mile path. The EF-4 tornado was the first to have occurred across Southeast South Carolina and the last to have occurred in the entire state of South Carolina since November 17, 1995, almost 25 years prior. This particular tornado was associated with a storm that produced a destructive path of straight-line wind damage and series of long track and intermittent tornadoes for over 150 miles, beginning in Screven County, Georgia, then continuing northeast across Hampton County, Colleton County, Dorchester County, and Berkeley County, South Carolina before leaving the area and eventually shifting offshore along the South Carolina coast. Two other storms were responsible for the remaining tornadoes across the area, most of which occurred from a single storm occurring across Edisto Island, Seabrook Island and Kiawah Island. Outside the EF-4 tornado in Hampton County, straight-line winds near a passing tornado claimed the life of one individual and injured one in Colleton County, while another tornado caused 6 injuries across Berkeley County.",108
+899721,MARION CO.,ST PAUL,04/19/2020,1813,Tornado, ,EF4,1,0,400000,0,MS,CST-6, ,146303,C,91,JAN,0,0,NWS Storm Survey, ,16.34,2275,5,W,4,E,PINEBUR,31.075,-89.9209,31.1348,-89.6537,"This violent tornado began over southeastern Walthall County in a field just west of Reagan Road and moved east northeastward along MS Highway 48, producing significant tree damage and minor damage to a few homes. It crossed into Marion County near the intersection of MS Highway 48 and Mt Bethel Road. The tornado then began to move more northeastward as it moved into southwestern Marion County, uprooting and snapping several softwood trees, causing minor roof damage to a home, and destroying an outdoor small shed along New Hope Road. It also snapped several trees and peeled the tin roof of a barn along A Pittman, Marks and Davis Roads. The tornado intensified relatively quickly once it moved northeast, snapping the majority of trees close to the ground in a wooded area east of New Hope Road. The basis for the low-end EF4 rating was a home on Johnson Road that was completely destroyed with its debris pushed to a corner of the foundation leaving residual vinyl flooring and a few of its anchor bolts bent. Furthermore, across the street from the aforementioned home, in a field a few of the snapped trees sustained patchy debarking. A higher rating was not assigned because the contents of the home were not spread a significant distance from the foundation and debris remained over a part of the slab. Nonetheless, significant damage to the home and nearby trees occurred. In addition, multiple wooden power poles were snapped, several other homes had significant roof damage and multiple mobile homes were completely destroyed, resulting in one fatality. Continual uprooting and snapping of trees was observed at Hurricane Creek Road, in addition to minor roof damage to a shed and a one-story home. When the tornado crossed Hurricane Creek Church Road, it caused significant roof damage to the Hurricane Creek Baptist Church and the nearby pastor's home. Behind the pastor's home was a large 40-foot shed that sat partially on cinder blocks and partially on a slab that was bolted down. This shed was completely destroyed as it was blown a few feet away. Several headstones in a cemetery were knocked over at this location as well. Additional roof damage to multiple homes and the uprooting and snapping of numerous trees along Hurricane Creek Road to the intersection of MS Highway 35. When the tornado reached MS Highway 35, it snapped multiple wooden power-poles and continued snapping trees. It continued east- northeast to Old MS Highway 35 causing numerous snapping of hardwood trees and the removal of a portion of a one-story home roof. The tornado continued moving east-northeast across the Pearl River bottom, when it reached MS Highway 43, multiple wooden power-poles were snapped, some minor roof damage occurred to some one-story homes and hardwood trees were snapped. Just east of MS Highway 43 along Joe Magee Road, a brick home sustained significant damage as the roof was completely destroyed and a few exterior walls were collapsed. A swath of snapped softwood trees was noted along Abrams Road thus producing EF2 damage.||Once the tornado reached MS Highway 13 and surrounding streets such as Pine Burr Road and Firetower Road near the Marion and Lamar county borders, a slight decline in strength was noted, though its path remained wide. Although, it was still snapping large tree limbs and snapping and uprooting some softwood trees, several of which fell onto wooden power poles and caused them to fall. The tornado maintained its east northeastward track, knocking thousands of trees down along with numerous power lines and poles down across the western portions of Lamar County. This tree damage was consistent with high end EF1 winds peaking between 100-110 mph. Around a dozen homes were damaged starting from Luther Saucier Rd to Purvis to Columbia Road, including one old mobile home that was completely destroyed. As the tornado continued to track east northeastward to the north of Purvis. It crossed Purvis Oloh Road, MS Highway 589 along with US 11. Hundreds of trees were damaged along with many power lines down. Some minor damage occurred to some homes. The tornado was slightly weaker here with winds between 90- 100mph. The tornado crossed I-59 into Forrest County along Ford and Elks Lodge Road in the Dixie community. Hundreds of trees were damaged along with many power lines down. Sheds and several homes had minor damage and one mobile home had the roof blown off. The tornado then crossed US 49 a couple miles north of Southgate Road. The tornado proceeded into Camp Shelby. At Camp Shelby, there were widespread snapped and uprooted trees. Multiple structures across the north half, in and around Lee Avenue to Glenn Walker Lake, had varying degrees of minor to moderate roof damage from the tornado or fallen trees. The park and camper area on the north end of the lake was impacted. One person was injured here as a large tree fell on a truck. The tornado then crossed over US 98 just west of the Perry County line. It continued into Perry County along the Leaf River bottom, snapping and uprooting trees. It continued to track just south of Old River Road before dissipating along Old River Road three miles northwest of New Augusta. Total path length was 53.76 miles.","A very unstable airmass was in place across the region as a frontal boundary was stalled across the central portions of the ArkLaMiss region. Severe thunderstorms moved across central and southern portions of the area during the afternoon and evening hours of the 19th. A supercell thunderstorm developed and moved across portions of the Pine Belt and brought a violent tornado across the region, for the second time in as many weeks.",109
+898306,GRANT CO.,ASHBY,07/08/2020,1608,Tornado, ,EF4,0,0,100000,5000,MN,CST-6, ,148227,C,51,FGF,0,0,NWS Storm Survey, ,2.36,650,6,W,4,W,ASHBY,46.09,-95.94,46.11,-95.9,"This tornado began in Grant County, but after about two miles, it crossed into Otter Tail County, where it ended about 5 miles east of Dalton. The total track through both counties was about 9 miles. Peak winds were estimated at 170 mph, based on available damage indicators. At least 10 farmsteads were impacted, with three homes, one pole shed, and one machine shed destroyed.","A lone weak cell appeared on radar at 430 pm CDT over northern Grant County, Minnesota. Numerous storm chasers had congregated in this area, hoping to see a good storm to chase. By 5 pm, the cell had blossomed into a strong thunderstorm. Weather spotters, law enforcement, and storm chasers then reported a funnel coming down toward the ground slightly after 505 pm. A tornado warning was issued at 508 pm (until 6 pm) for portions of south central Otter Tail and northeast Grant counties. This tornado tracked about 9 miles through the warned area, before dissipating. At its peak strength, it was rated as an EF-4 tornado. Another rotation was noted a little later, leading to a second tornado warning at 635 pm (until 7 pm), this time for southwest Wadena and southeast Otter Tail counties.",110
+898307,OTTER TAIL CO.,DALTON,07/08/2020,1615,Tornado, ,EF4,1,2,1500000,250000,MN,CST-6, ,148227,C,111,FGF,0,0,NWS Storm Survey, ,6.5,650,4,S,5,E,DALTON,46.11,-95.9,46.17,-95.7955,"This tornado began in Grant County, but after about two miles, it crossed into Otter Tail County, where it ended about 5 miles east of Dalton. The total track through both counties was about 9 miles. Peak winds were estimated at 170 mph, based on available damage indicators. At least 10 farmsteads were impacted, with three homes, one pole shed, and one machine shed destroyed.","A lone weak cell appeared on radar at 430 pm CDT over northern Grant County, Minnesota. Numerous storm chasers had congregated in this area, hoping to see a good storm to chase. By 5 pm, the cell had blossomed into a strong thunderstorm. Weather spotters, law enforcement, and storm chasers then reported a funnel coming down toward the ground slightly after 505 pm. A tornado warning was issued at 508 pm (until 6 pm) for portions of south central Otter Tail and northeast Grant counties. This tornado tracked about 9 miles through the warned area, before dissipating. At its peak strength, it was rated as an EF-4 tornado. Another rotation was noted a little later, leading to a second tornado warning at 635 pm (until 7 pm), this time for southwest Wadena and southeast Otter Tail counties.",111

From 61d398938c92bcec772e91b9b7ae6570ef6889a2 Mon Sep 17 00:00:00 2001
From: Simon Angel <simonangel@Simons-MacBook-Pro.local>
Date: Sat, 27 Feb 2021 13:06:52 -0500
Subject: [PATCH 04/46] THis is a test, ok?

---
 NaturalDisasterProject/Datasets/testFile | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 NaturalDisasterProject/Datasets/testFile

diff --git a/NaturalDisasterProject/Datasets/testFile b/NaturalDisasterProject/Datasets/testFile
new file mode 100644
index 00000000..efb7a7cd
--- /dev/null
+++ b/NaturalDisasterProject/Datasets/testFile
@@ -0,0 +1 @@
+this is a test. 
\ No newline at end of file

From dd99838c372d6a5712117d74097772244fcea457 Mon Sep 17 00:00:00 2001
From: varocarras <varocarras@gmail.com>
Date: Sat, 27 Feb 2021 13:29:53 -0500
Subject: [PATCH 05/46] Update README.md

---
 NaturalDisasterProject/README.md | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/NaturalDisasterProject/README.md b/NaturalDisasterProject/README.md
index ec8dcca1..dfd008da 100644
--- a/NaturalDisasterProject/README.md
+++ b/NaturalDisasterProject/README.md
@@ -1,3 +1,4 @@
+#Alvaro
 # CS 506 - Final Project Repository
 
 All final projects for CS506.
@@ -64,5 +65,3 @@ This is a draft of your final report that has been reviewed by your client. It i
 ### Final Project Deliverable
 
 This should be an enhancement of deliverable 4.
-
-

From 136c02627d309ab85a1a1bfdc0cd1a813cbc2d7e Mon Sep 17 00:00:00 2001
From: varocarras <varocarras@gmail.com>
Date: Sat, 27 Feb 2021 13:34:04 -0500
Subject: [PATCH 06/46] Update README.md

---
 NaturalDisasterProject/README.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/NaturalDisasterProject/README.md b/NaturalDisasterProject/README.md
index dfd008da..f020892e 100644
--- a/NaturalDisasterProject/README.md
+++ b/NaturalDisasterProject/README.md
@@ -1,4 +1,3 @@
-#Alvaro
 # CS 506 - Final Project Repository
 
 All final projects for CS506.

From 64268562181c3d5e20cde0332331c92e787669a6 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sat, 27 Feb 2021 15:06:37 -0500
Subject: [PATCH 07/46] HeatMap/Transform Data

Transform weather data into heat map and choropleth map
---
 .../Deliverable_1/choropleth_weather.html     |  76 ++++
 .../Deliverable_1/heatmap_weather.html        |  76 ++++
 .../weather_data_transforming.ipynb           | 394 ++++++++++++++++++
 .../weather_data_transforming.py              | 103 +++++
 4 files changed, 649 insertions(+)
 create mode 100644 NaturalDisasterProject/Deliverable_1/choropleth_weather.html
 create mode 100644 NaturalDisasterProject/Deliverable_1/heatmap_weather.html
 create mode 100644 NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
 create mode 100644 NaturalDisasterProject/Deliverable_1/weather_data_transforming.py

diff --git a/NaturalDisasterProject/Deliverable_1/choropleth_weather.html b/NaturalDisasterProject/Deliverable_1/choropleth_weather.html
new file mode 100644
index 00000000..f5a44f0c
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/choropleth_weather.html
@@ -0,0 +1,76 @@
+<!DOCTYPE html>
+<head>    
+    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
+    
+        <script>
+            L_NO_TOUCH = false;
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+    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js"></script>
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+    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css"/>
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+            <div class="folium-map" id="map_caa5ac6661f14f718f208d08c1c906fb" ></div>
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+<script>    
+    
+            var map_caa5ac6661f14f718f208d08c1c906fb = L.map(
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+                {
+                    center: [32.7003, -90.6783],
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+                [[32.7003, -90.6783], [32.9456, -90.1539], [34.2203, -85.9602], [35.1808, -97.4273], [35.377, -97.305], [45.45, -99.71], [41.5512, -83.538], [46.11, -95.425], [47.54, -97.3], [47.68, -97.32], [46.41, -95.18], [46.43, -95.15], [43.5755, -93.6404], [43.404, -95.8605], [46.11, -96.63], [46.13, -96.563], [31.7947, -92.808], [42.7293, -94.8557], [38.7364, -90.4863], [32.7992, -89.1088], [34.0757, -87.0097], [32.9017, -88.9145], [32.9262, -88.8719], [34.1043, -88.1479], [34.3054, -86.6549], [34.3528, -86.5813], [34.3109, -87.7858], [34.0455, -88.445], [34.4368, -87.5307], [34.0891, -88.36], [34.6208, -85.9814], [34.662, -87.0705], [34.82, -85.6314], [33.6448, -87.4238], [34.8017, -86.7855], [33.0606, -87.8315], [33.8668, -86.995], [34.7948, -85.909], [33.3512, -87.1975], [32.0712, -89.3201], [34.3907, -85.9784], [32.1439, -88.9154], [33.6839, -86.5234], [33.8291, -86.0526], [35.5324, -84.0504], [35.5459, -84.0274], [35.34, -85.42], [35.3969, -85.3253], [34.8744, -85.1785], [34.9868, -85.0485], [35.0371, -84.9875], [32.7545, -85.8826], [35.5535, -85.1077], [37.056, -94.5701], [35.444, -98.287], [35.008, -97.961], [34.939, -97.67], [35.189, -97.67], [35.3182, -93.9044], [34.357, -99.194], [37.6945, -88.65], [37.771, -88.3751], [38.4316, -86.1893], [38.5156, -85.8678], [38.6061, -85.5808], [38.6096, -85.57], [38.796, -84.6092], [38.523, -98.008], [31.2802, -89.4665], [32.412, -97.754], [38.1429, -99.4706], [35.308, -97.142], [35.284, -97.628], [35.303, -97.605], [42.128, -97.077], [42.3319, -96.1086], [40.622, -89.5678], [38.42, -89.45], [34.913, -92.4572], [32.932, -89.3067], [41.893, -97.33], [41.9528, -97.1369], [41.9797, -97.0198], [42.0908, -96.931], [42.127, -96.8686], [44.0372, -98.4032], [41.8886, -89.2381], [34.5955, -89.7055], [34.6131, -89.6691], [34.8117, -89.2983], [34.9428, -89.0174], [34.9958, -88.8952], [35.0471, -88.7866], [32.796, -96.5894], [34.559, -97.357], [38.9917, -97.3713], [37.7238, -90.0055], [32.357, -95.9549], [32.4571, -85.4362], [39.8243, -84.4632], [38.9689, -95.108], [36.1715, -85.6628], [31.2763, -90.1732], [31.4641, -89.7579], [31.5475, -89.6194], [31.6661, -89.4004], [31.81, -89.1863], [32.7045, -81.2899], [31.075, -89.9209], [46.09, -95.94], [46.11, -95.9]],
+                {"blur": 15, "maxZoom": 18, "minOpacity": 0.5, "radius": 25}
+            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+        
+</script>
\ No newline at end of file
diff --git a/NaturalDisasterProject/Deliverable_1/heatmap_weather.html b/NaturalDisasterProject/Deliverable_1/heatmap_weather.html
new file mode 100644
index 00000000..f5a44f0c
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/heatmap_weather.html
@@ -0,0 +1,76 @@
+<!DOCTYPE html>
+<head>    
+    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
+    
+        <script>
+            L_NO_TOUCH = false;
+            L_DISABLE_3D = false;
+        </script>
+    
+    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
+    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
+    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js"></script>
+    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
+    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css"/>
+    
+            <meta name="viewport" content="width=device-width,
+                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
+            <style>
+                #map_caa5ac6661f14f718f208d08c1c906fb {
+                    position: relative;
+                    width: 100.0%;
+                    height: 100.0%;
+                    left: 0.0%;
+                    top: 0.0%;
+                }
+            </style>
+        
+    <script src="https://cdn.jsdelivr.net/gh/python-visualization/folium@master/folium/templates/leaflet_heat.min.js"></script>
+</head>
+<body>    
+    
+            <div class="folium-map" id="map_caa5ac6661f14f718f208d08c1c906fb" ></div>
+        
+</body>
+<script>    
+    
+            var map_caa5ac6661f14f718f208d08c1c906fb = L.map(
+                "map_caa5ac6661f14f718f208d08c1c906fb",
+                {
+                    center: [32.7003, -90.6783],
+                    crs: L.CRS.EPSG3857,
+                    zoom: 10,
+                    zoomControl: true,
+                    preferCanvas: false,
+                }
+            );
+
+            
+
+        
+    
+            var tile_layer_631210ae6ca6470abb864414d414b0af = L.tileLayer(
+                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
+                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
+            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+        
+    
+            var heat_map_3be44ae715354bd3b151cf3c61afd564 = L.heatLayer(
+                [[32.7003, -90.6783], [32.9456, -90.1539], [34.2203, -85.9602], [35.1808, -97.4273], [35.377, -97.305], [45.45, -99.71], [41.5512, -83.538], [46.11, -95.425], [47.54, -97.3], [47.68, -97.32], [46.41, -95.18], [46.43, -95.15], [43.5755, -93.6404], [43.404, -95.8605], [46.11, -96.63], [46.13, -96.563], [31.7947, -92.808], [42.7293, -94.8557], [38.7364, -90.4863], [32.7992, -89.1088], [34.0757, -87.0097], [32.9017, -88.9145], [32.9262, -88.8719], [34.1043, -88.1479], [34.3054, -86.6549], [34.3528, -86.5813], [34.3109, -87.7858], [34.0455, -88.445], [34.4368, -87.5307], [34.0891, -88.36], [34.6208, -85.9814], [34.662, -87.0705], [34.82, -85.6314], [33.6448, -87.4238], [34.8017, -86.7855], [33.0606, -87.8315], [33.8668, -86.995], [34.7948, -85.909], [33.3512, -87.1975], [32.0712, -89.3201], [34.3907, -85.9784], [32.1439, -88.9154], [33.6839, -86.5234], [33.8291, -86.0526], [35.5324, -84.0504], [35.5459, -84.0274], [35.34, -85.42], [35.3969, -85.3253], [34.8744, -85.1785], [34.9868, -85.0485], [35.0371, -84.9875], [32.7545, -85.8826], [35.5535, -85.1077], [37.056, -94.5701], [35.444, -98.287], [35.008, -97.961], [34.939, -97.67], [35.189, -97.67], [35.3182, -93.9044], [34.357, -99.194], [37.6945, -88.65], [37.771, -88.3751], [38.4316, -86.1893], [38.5156, -85.8678], [38.6061, -85.5808], [38.6096, -85.57], [38.796, -84.6092], [38.523, -98.008], [31.2802, -89.4665], [32.412, -97.754], [38.1429, -99.4706], [35.308, -97.142], [35.284, -97.628], [35.303, -97.605], [42.128, -97.077], [42.3319, -96.1086], [40.622, -89.5678], [38.42, -89.45], [34.913, -92.4572], [32.932, -89.3067], [41.893, -97.33], [41.9528, -97.1369], [41.9797, -97.0198], [42.0908, -96.931], [42.127, -96.8686], [44.0372, -98.4032], [41.8886, -89.2381], [34.5955, -89.7055], [34.6131, -89.6691], [34.8117, -89.2983], [34.9428, -89.0174], [34.9958, -88.8952], [35.0471, -88.7866], [32.796, -96.5894], [34.559, -97.357], [38.9917, -97.3713], [37.7238, -90.0055], [32.357, -95.9549], [32.4571, -85.4362], [39.8243, -84.4632], [38.9689, -95.108], [36.1715, -85.6628], [31.2763, -90.1732], [31.4641, -89.7579], [31.5475, -89.6194], [31.6661, -89.4004], [31.81, -89.1863], [32.7045, -81.2899], [31.075, -89.9209], [46.09, -95.94], [46.11, -95.9]],
+                {"blur": 15, "maxZoom": 18, "minOpacity": 0.5, "radius": 25}
+            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+        
+    
+            var heat_map_b66a17aeb5714612b5e5eb5d33e771a5 = L.heatLayer(
+                [[32.7003, -90.6783], [32.9456, -90.1539], [34.2203, -85.9602], [35.1808, -97.4273], [35.377, -97.305], [45.45, -99.71], [41.5512, -83.538], [46.11, -95.425], [47.54, -97.3], [47.68, -97.32], [46.41, -95.18], [46.43, -95.15], [43.5755, -93.6404], [43.404, -95.8605], [46.11, -96.63], [46.13, -96.563], [31.7947, -92.808], [42.7293, -94.8557], [38.7364, -90.4863], [32.7992, -89.1088], [34.0757, -87.0097], [32.9017, -88.9145], [32.9262, -88.8719], [34.1043, -88.1479], [34.3054, -86.6549], [34.3528, -86.5813], [34.3109, -87.7858], [34.0455, -88.445], [34.4368, -87.5307], [34.0891, -88.36], [34.6208, -85.9814], [34.662, -87.0705], [34.82, -85.6314], [33.6448, -87.4238], [34.8017, -86.7855], [33.0606, -87.8315], [33.8668, -86.995], [34.7948, -85.909], [33.3512, -87.1975], [32.0712, -89.3201], [34.3907, -85.9784], [32.1439, -88.9154], [33.6839, -86.5234], [33.8291, -86.0526], [35.5324, -84.0504], [35.5459, -84.0274], [35.34, -85.42], [35.3969, -85.3253], [34.8744, -85.1785], [34.9868, -85.0485], [35.0371, -84.9875], [32.7545, -85.8826], [35.5535, -85.1077], [37.056, -94.5701], [35.444, -98.287], [35.008, -97.961], [34.939, -97.67], [35.189, -97.67], [35.3182, -93.9044], [34.357, -99.194], [37.6945, -88.65], [37.771, -88.3751], [38.4316, -86.1893], [38.5156, -85.8678], [38.6061, -85.5808], [38.6096, -85.57], [38.796, -84.6092], [38.523, -98.008], [31.2802, -89.4665], [32.412, -97.754], [38.1429, -99.4706], [35.308, -97.142], [35.284, -97.628], [35.303, -97.605], [42.128, -97.077], [42.3319, -96.1086], [40.622, -89.5678], [38.42, -89.45], [34.913, -92.4572], [32.932, -89.3067], [41.893, -97.33], [41.9528, -97.1369], [41.9797, -97.0198], [42.0908, -96.931], [42.127, -96.8686], [44.0372, -98.4032], [41.8886, -89.2381], [34.5955, -89.7055], [34.6131, -89.6691], [34.8117, -89.2983], [34.9428, -89.0174], [34.9958, -88.8952], [35.0471, -88.7866], [32.796, -96.5894], [34.559, -97.357], [38.9917, -97.3713], [37.7238, -90.0055], [32.357, -95.9549], [32.4571, -85.4362], [39.8243, -84.4632], [38.9689, -95.108], [36.1715, -85.6628], [31.2763, -90.1732], [31.4641, -89.7579], [31.5475, -89.6194], [31.6661, -89.4004], [31.81, -89.1863], [32.7045, -81.2899], [31.075, -89.9209], [46.09, -95.94], [46.11, -95.9]],
+                {"blur": 15, "maxZoom": 18, "minOpacity": 0.5, "radius": 25}
+            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+        
+</script>
\ No newline at end of file
diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
new file mode 100644
index 00000000..d85ff351
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
@@ -0,0 +1,394 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "beneficial-storm",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import folium\n",
+    "from folium.plugins import HeatMap\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import os\n",
+    "current_directory = os.getcwd()\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "bigger-standing",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "location=[32.7003, -90.6783]\n",
+    "weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')\n",
+    "folium.Map(location=location, zoom_start=3)\n",
+    "heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]\n",
+    "heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])\n",
+    "# HeatMap(data=weather_data.groupby(['BEGIN_LAT', 'BEGIN_LON']).mean().reset_index().values.tolist(), radius=8, max_zoom=4).add_to(base_map)\n",
+    "# base_map.save('tornado_heat_map.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "prospective-career",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 111 entries, 0 to 110\n",
+      "Data columns (total 37 columns):\n",
+      " #   Column               Non-Null Count  Dtype  \n",
+      "---  ------               --------------  -----  \n",
+      " 0   EVENT_ID             111 non-null    int64  \n",
+      " 1   CZ_NAME_STR          111 non-null    object \n",
+      " 2   BEGIN_LOCATION       111 non-null    object \n",
+      " 3   BEGIN_DATE           111 non-null    object \n",
+      " 4   BEGIN_TIME           111 non-null    int64  \n",
+      " 5   EVENT_TYPE           111 non-null    object \n",
+      " 6   MAGNITUDE            111 non-null    object \n",
+      " 7   TOR_F_SCALE          111 non-null    object \n",
+      " 8   DEATHS_DIRECT        111 non-null    int64  \n",
+      " 9   INJURIES_DIRECT      111 non-null    int64  \n",
+      " 10  DAMAGE_PROPERTY_NUM  111 non-null    int64  \n",
+      " 11  DAMAGE_CROPS_NUM     111 non-null    int64  \n",
+      " 12  STATE_ABBR           111 non-null    object \n",
+      " 13  CZ_TIMEZONE          111 non-null    object \n",
+      " 14  MAGNITUDE_TYPE       111 non-null    object \n",
+      " 15  EPISODE_ID           111 non-null    int64  \n",
+      " 16  CZ_TYPE              111 non-null    object \n",
+      " 17  CZ_FIPS              111 non-null    int64  \n",
+      " 18  WFO                  111 non-null    object \n",
+      " 19  INJURIES_INDIRECT    111 non-null    int64  \n",
+      " 20  DEATHS_INDIRECT      111 non-null    int64  \n",
+      " 21  SOURCE               111 non-null    object \n",
+      " 22  FLOOD_CAUSE          111 non-null    object \n",
+      " 23  TOR_LENGTH           111 non-null    float64\n",
+      " 24  TOR_WIDTH            111 non-null    float64\n",
+      " 25  BEGIN_RANGE          111 non-null    int64  \n",
+      " 26  BEGIN_AZIMUTH        111 non-null    object \n",
+      " 27  END_RANGE            111 non-null    int64  \n",
+      " 28  END_AZIMUTH          111 non-null    object \n",
+      " 29  END_LOCATION         111 non-null    object \n",
+      " 30  BEGIN_LAT            111 non-null    float64\n",
+      " 31  BEGIN_LON            111 non-null    float64\n",
+      " 32  END_LAT              111 non-null    float64\n",
+      " 33  END_LON              111 non-null    float64\n",
+      " 34  EVENT_NARRATIVE      111 non-null    object \n",
+      " 35  EPISODE_NARRATIVE    111 non-null    object \n",
+      " 36  ABSOLUTE_ROWNUMBER   111 non-null    int64  \n",
+      "dtypes: float64(6), int64(13), object(18)\n",
+      "memory usage: 32.2+ KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "info = weather_data.info()\n",
+    "state_occ = weather_data['STATE_ABBR'].value_counts()\n",
+    "df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "administrative-score",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 20 entries, 0 to 19\n",
+      "Data columns (total 2 columns):\n",
+      " #   Column  Non-Null Count  Dtype \n",
+      "---  ------  --------------  ----- \n",
+      " 0   states  20 non-null     object\n",
+      " 1   counts  20 non-null     int64 \n",
+      "dtypes: int64(1), object(1)\n",
+      "memory usage: 448.0+ bytes\n"
+     ]
+    }
+   ],
+   "source": [
+    "df.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "owned-superior",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<folium.map.LayerControl at 0x1284f8050>"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "url = (\n",
+    "    \"https://raw.githubusercontent.com/python-visualization/folium/master/examples/data\"\n",
+    ")\n",
+    "state_geo = f\"{url}/us-states.json\"\n",
+    "\n",
+    "m = folium.Map(location=location, zoom_start=3)\n",
+    "\n",
+    "folium.Choropleth(\n",
+    "    geo_data=state_geo,\n",
+    "    name=\"choropleth\",\n",
+    "    data=df,\n",
+    "    columns=[\"states\", \"counts\"],\n",
+    "    key_on=\"feature.id\",\n",
+    "    fill_color=\"YlGn\",\n",
+    "    fill_opacity=0.7,\n",
+    "    line_opacity=0.2,\n",
+    "    legend_name=\"Tornado Occurrances\",\n",
+    ").add_to(m)\n",
+    "\n",
+    "folium.LayerControl().add_to(m)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "manufactured-dictionary",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "</div>"
+      ],
+      "text/plain": [
+       "     BEGIN_LAT  BEGIN_LON\n",
+       "0      32.7003   -90.6783\n",
+       "1      32.9456   -90.1539\n",
+       "2      34.2203   -85.9602\n",
+       "3      35.1808   -97.4273\n",
+       "4      35.3770   -97.3050\n",
+       "..         ...        ...\n",
+       "106    31.8100   -89.1863\n",
+       "107    32.7045   -81.2899\n",
+       "108    31.0750   -89.9209\n",
+       "109    46.0900   -95.9400\n",
+       "110    46.1100   -95.9000\n",
+       "\n",
+       "[111 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "heat_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "revised-peace",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<folium.plugins.heat_map.HeatMap at 0x129c52b10>"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]\n",
+    "HeatMap(heat_data).add_to(base_map)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "operating-consideration",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" 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onload=\"this.contentDocument.open();this.contentDocument.write(    decodeURIComponent(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
+      ],
+      "text/plain": [
+       "<folium.folium.Map at 0x127108ed0>"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "base_map"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "respected-marketplace",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "base_map.save('heatmap_weather.html')\n",
+    "base_map.save('choropleth_weather.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "impossible-friday",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py
new file mode 100644
index 00000000..aa85ce8e
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py
@@ -0,0 +1,103 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+# In[25]:
+
+
+import folium
+from folium.plugins import HeatMap
+import numpy as np
+import pandas as pd
+import os
+current_directory = os.getcwd()
+
+
+# In[26]:
+
+
+
+location=[32.7003, -90.6783]
+weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')
+folium.Map(location=location, zoom_start=3)
+heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]
+heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])
+# HeatMap(data=weather_data.groupby(['BEGIN_LAT', 'BEGIN_LON']).mean().reset_index().values.tolist(), radius=8, max_zoom=4).add_to(base_map)
+# base_map.save('tornado_heat_map.html')
+
+
+# In[27]:
+
+
+info = weather_data.info()
+state_occ = weather_data['STATE_ABBR'].value_counts()
+df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')
+
+
+# In[28]:
+
+
+df.info()
+
+
+# In[29]:
+
+
+url = (
+    "https://raw.githubusercontent.com/python-visualization/folium/master/examples/data"
+)
+state_geo = f"{url}/us-states.json"
+
+m = folium.Map(location=location, zoom_start=3)
+
+folium.Choropleth(
+    geo_data=state_geo,
+    name="choropleth",
+    data=df,
+    columns=["states", "counts"],
+    key_on="feature.id",
+    fill_color="YlGn",
+    fill_opacity=0.7,
+    line_opacity=0.2,
+    legend_name="Tornado Occurrances",
+).add_to(m)
+
+folium.LayerControl().add_to(m)
+
+
+# In[30]:
+
+
+m
+
+
+# In[31]:
+
+
+heat_df
+
+
+# In[32]:
+
+
+heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]
+HeatMap(heat_data).add_to(base_map)
+
+
+# In[33]:
+
+
+base_map
+
+
+# In[34]:
+
+
+base_map.save('heatmap_weather.html')
+base_map.save('choropleth_weather.html')
+
+
+# In[ ]:
+
+
+
+

From 3b66eec18ae915f36a5908747c1a38173b895c4f Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sat, 27 Feb 2021 15:35:37 -0500
Subject: [PATCH 08/46] Fixed Chloropleth Map

---
 .../Deliverable_1/choropleth_weather.html     | 126 +++++++++++++++---
 .../weather_data_transforming.py              |   6 +-
 2 files changed, 112 insertions(+), 20 deletions(-)

diff --git a/NaturalDisasterProject/Deliverable_1/choropleth_weather.html b/NaturalDisasterProject/Deliverable_1/choropleth_weather.html
index f5a44f0c..00bdbce8 100644
--- a/NaturalDisasterProject/Deliverable_1/choropleth_weather.html
+++ b/NaturalDisasterProject/Deliverable_1/choropleth_weather.html
@@ -23,7 +23,7 @@
             <meta name="viewport" content="width=device-width,
                 initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
             <style>
-                #map_caa5ac6661f14f718f208d08c1c906fb {
+                #map_2a83db2240664c2bbc43a9df4a85b26f {
                     position: relative;
                     width: 100.0%;
                     height: 100.0%;
@@ -32,21 +32,21 @@
                 }
             </style>
         
-    <script src="https://cdn.jsdelivr.net/gh/python-visualization/folium@master/folium/templates/leaflet_heat.min.js"></script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script>
 </head>
 <body>    
     
-            <div class="folium-map" id="map_caa5ac6661f14f718f208d08c1c906fb" ></div>
+            <div class="folium-map" id="map_2a83db2240664c2bbc43a9df4a85b26f" ></div>
         
 </body>
 <script>    
     
-            var map_caa5ac6661f14f718f208d08c1c906fb = L.map(
-                "map_caa5ac6661f14f718f208d08c1c906fb",
+            var map_2a83db2240664c2bbc43a9df4a85b26f = L.map(
+                "map_2a83db2240664c2bbc43a9df4a85b26f",
                 {
                     center: [32.7003, -90.6783],
                     crs: L.CRS.EPSG3857,
-                    zoom: 10,
+                    zoom: 3,
                     zoomControl: true,
                     preferCanvas: false,
                 }
@@ -56,21 +56,115 @@
 
         
     
-            var tile_layer_631210ae6ca6470abb864414d414b0af = L.tileLayer(
+            var tile_layer_16fe225c3a68442288f45e8692f4f701 = L.tileLayer(
                 "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                 {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
-            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+            ).addTo(map_2a83db2240664c2bbc43a9df4a85b26f);
         
     
-            var heat_map_3be44ae715354bd3b151cf3c61afd564 = L.heatLayer(
-                [[32.7003, -90.6783], [32.9456, -90.1539], [34.2203, -85.9602], [35.1808, -97.4273], [35.377, -97.305], [45.45, -99.71], [41.5512, -83.538], [46.11, -95.425], [47.54, -97.3], [47.68, -97.32], [46.41, -95.18], [46.43, -95.15], [43.5755, -93.6404], [43.404, -95.8605], [46.11, -96.63], [46.13, -96.563], [31.7947, -92.808], [42.7293, -94.8557], [38.7364, -90.4863], [32.7992, -89.1088], [34.0757, -87.0097], [32.9017, -88.9145], [32.9262, -88.8719], [34.1043, -88.1479], [34.3054, -86.6549], [34.3528, -86.5813], [34.3109, -87.7858], [34.0455, -88.445], [34.4368, -87.5307], [34.0891, -88.36], [34.6208, -85.9814], [34.662, -87.0705], [34.82, -85.6314], [33.6448, -87.4238], [34.8017, -86.7855], [33.0606, -87.8315], [33.8668, -86.995], [34.7948, -85.909], [33.3512, -87.1975], [32.0712, -89.3201], [34.3907, -85.9784], [32.1439, -88.9154], [33.6839, -86.5234], [33.8291, -86.0526], [35.5324, -84.0504], [35.5459, -84.0274], [35.34, -85.42], [35.3969, -85.3253], [34.8744, -85.1785], [34.9868, -85.0485], [35.0371, -84.9875], [32.7545, -85.8826], [35.5535, -85.1077], [37.056, -94.5701], [35.444, -98.287], [35.008, -97.961], [34.939, -97.67], [35.189, -97.67], [35.3182, -93.9044], [34.357, -99.194], [37.6945, -88.65], [37.771, -88.3751], [38.4316, -86.1893], [38.5156, -85.8678], [38.6061, -85.5808], [38.6096, -85.57], [38.796, -84.6092], [38.523, -98.008], [31.2802, -89.4665], [32.412, -97.754], [38.1429, -99.4706], [35.308, -97.142], [35.284, -97.628], [35.303, -97.605], [42.128, -97.077], [42.3319, -96.1086], [40.622, -89.5678], [38.42, -89.45], [34.913, -92.4572], [32.932, -89.3067], [41.893, -97.33], [41.9528, -97.1369], [41.9797, -97.0198], [42.0908, -96.931], [42.127, -96.8686], [44.0372, -98.4032], [41.8886, -89.2381], [34.5955, -89.7055], [34.6131, -89.6691], [34.8117, -89.2983], [34.9428, -89.0174], [34.9958, -88.8952], [35.0471, -88.7866], [32.796, -96.5894], [34.559, -97.357], [38.9917, -97.3713], [37.7238, -90.0055], [32.357, -95.9549], [32.4571, -85.4362], [39.8243, -84.4632], [38.9689, -95.108], [36.1715, -85.6628], [31.2763, -90.1732], [31.4641, -89.7579], [31.5475, -89.6194], [31.6661, -89.4004], [31.81, -89.1863], [32.7045, -81.2899], [31.075, -89.9209], [46.09, -95.94], [46.11, -95.9]],
-                {"blur": 15, "maxZoom": 18, "minOpacity": 0.5, "radius": 25}
-            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+            var choropleth_e76e441a47b64fdbac62cc38fca3fde8 = L.featureGroup(
+                {}
+            ).addTo(map_2a83db2240664c2bbc43a9df4a85b26f);
         
     
-            var heat_map_b66a17aeb5714612b5e5eb5d33e771a5 = L.heatLayer(
-                [[32.7003, -90.6783], [32.9456, -90.1539], [34.2203, -85.9602], [35.1808, -97.4273], [35.377, -97.305], [45.45, -99.71], [41.5512, -83.538], [46.11, -95.425], [47.54, -97.3], [47.68, -97.32], [46.41, -95.18], [46.43, -95.15], [43.5755, -93.6404], [43.404, -95.8605], [46.11, -96.63], [46.13, -96.563], [31.7947, -92.808], [42.7293, -94.8557], [38.7364, -90.4863], [32.7992, -89.1088], [34.0757, -87.0097], [32.9017, -88.9145], [32.9262, -88.8719], [34.1043, -88.1479], [34.3054, -86.6549], [34.3528, -86.5813], [34.3109, -87.7858], [34.0455, -88.445], [34.4368, -87.5307], [34.0891, -88.36], [34.6208, -85.9814], [34.662, -87.0705], [34.82, -85.6314], [33.6448, -87.4238], [34.8017, -86.7855], [33.0606, -87.8315], [33.8668, -86.995], [34.7948, -85.909], [33.3512, -87.1975], [32.0712, -89.3201], [34.3907, -85.9784], [32.1439, -88.9154], [33.6839, -86.5234], [33.8291, -86.0526], [35.5324, -84.0504], [35.5459, -84.0274], [35.34, -85.42], [35.3969, -85.3253], [34.8744, -85.1785], [34.9868, -85.0485], [35.0371, -84.9875], [32.7545, -85.8826], [35.5535, -85.1077], [37.056, -94.5701], [35.444, -98.287], [35.008, -97.961], [34.939, -97.67], [35.189, -97.67], [35.3182, -93.9044], [34.357, -99.194], [37.6945, -88.65], [37.771, -88.3751], [38.4316, -86.1893], [38.5156, -85.8678], [38.6061, -85.5808], [38.6096, -85.57], [38.796, -84.6092], [38.523, -98.008], [31.2802, -89.4665], [32.412, -97.754], [38.1429, -99.4706], [35.308, -97.142], [35.284, -97.628], [35.303, -97.605], [42.128, -97.077], [42.3319, -96.1086], [40.622, -89.5678], [38.42, -89.45], [34.913, -92.4572], [32.932, -89.3067], [41.893, -97.33], [41.9528, -97.1369], [41.9797, -97.0198], [42.0908, -96.931], [42.127, -96.8686], [44.0372, -98.4032], [41.8886, -89.2381], [34.5955, -89.7055], [34.6131, -89.6691], [34.8117, -89.2983], [34.9428, -89.0174], [34.9958, -88.8952], [35.0471, -88.7866], [32.796, -96.5894], [34.559, -97.357], [38.9917, -97.3713], [37.7238, -90.0055], [32.357, -95.9549], [32.4571, -85.4362], [39.8243, -84.4632], [38.9689, -95.108], [36.1715, -85.6628], [31.2763, -90.1732], [31.4641, -89.7579], [31.5475, -89.6194], [31.6661, -89.4004], [31.81, -89.1863], [32.7045, -81.2899], [31.075, -89.9209], [46.09, -95.94], [46.11, -95.9]],
-                {"blur": 15, "maxZoom": 18, "minOpacity": 0.5, "radius": 25}
-            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+        function geo_json_01e31973e4c446fba564f5e1c84f5a71_styler(feature) {
+            switch(feature.id) {
+                case "AL": case "MS": 
+                    return {"color": "black", "fillColor": "#006837", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                case "AR": case "GA": case "IN": case "IA": case "KS": case "KY": case "LA": case "MO": case "ND": case "OH": case "SC": case "SD": case "TX": 
+                    return {"color": "black", "fillColor": "#ffffcc", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                case "IL": case "MN": case "NE": 
+                    return {"color": "black", "fillColor": "#d9f0a3", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                case "OK": 
+                    return {"color": "black", "fillColor": "#78c679", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                case "TN": 
+                    return {"color": "black", "fillColor": "#addd8e", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                default:
+                    return {"color": "black", "fillColor": "black", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+            }
+        }
+
+        function geo_json_01e31973e4c446fba564f5e1c84f5a71_onEachFeature(feature, layer) {
+            layer.on({
+            });
+        };
+        var geo_json_01e31973e4c446fba564f5e1c84f5a71 = L.geoJson(null, {
+                onEachFeature: geo_json_01e31973e4c446fba564f5e1c84f5a71_onEachFeature,
+            
+                style: geo_json_01e31973e4c446fba564f5e1c84f5a71_styler,
+        });
+
+        function geo_json_01e31973e4c446fba564f5e1c84f5a71_add (data) {
+            geo_json_01e31973e4c446fba564f5e1c84f5a71
+                .addData(data)
+                .addTo(choropleth_e76e441a47b64fdbac62cc38fca3fde8);
+        }
+            geo_json_01e31973e4c446fba564f5e1c84f5a71_add({"features": [{"geometry": {"coordinates": [[[-87.359296, 35.00118], [-85.606675, 34.984749], [-85.431413, 34.124869], [-85.184951, 32.859696], [-85.069935, 32.580372], [-84.960397, 32.421541], [-85.004212, 32.322956], [-84.889196, 32.262709], [-85.058981, 32.13674], [-85.053504, 32.01077], [-85.141136, 31.840985], [-85.042551, 31.539753], [-85.113751, 31.27686], [-85.004212, 31.003013], [-85.497137, 30.997536], [-87.600282, 30.997536], [-87.633143, 30.86609], [-87.408589, 30.674397], [-87.446927, 30.510088], [-87.37025, 30.427934], [-87.518128, 30.280057], [-87.655051, 30.247195], [-87.90699, 30.411504], [-87.934375, 30.657966], [-88.011052, 30.685351], [-88.10416, 30.499135], [-88.137022, 30.318396], [-88.394438, 30.367688], [-88.471115, 31.895754], [-88.241084, 33.796253], [-88.098683, 34.891641], [-88.202745, 34.995703], [-87.359296, 35.00118]]], "type": "Polygon"}, "id": "AL", "properties": {"name": "Alabama"}, "type": "Feature"}, {"geometry": {"coordinates": [[[[-131.602021, 55.117982], [-131.569159, 55.28229], [-131.355558, 55.183705], [-131.38842, 55.01392], [-131.645836, 55.035827], [-131.602021, 55.117982]]], [[[-131.832052, 55.42469], [-131.645836, 55.304197], [-131.749898, 55.128935], [-131.832052, 55.189182], [-131.832052, 55.42469]]], [[[-132.976733, 56.437924], [-132.735747, 56.459832], [-132.631685, 56.421493], [-132.664547, 56.273616], [-132.878148, 56.240754], [-133.069841, 56.333862], [-132.976733, 56.437924]]], [[[-133.595627, 56.350293], [-133.162949, 56.317431], [-133.05341, 56.125739], [-132.620732, 55.912138], [-132.472854, 55.780691], [-132.4619, 55.671152], [-132.357838, 55.649245], [-132.341408, 55.506844], [-132.166146, 55.364444], [-132.144238, 55.238474], [-132.029222, 55.276813], [-131.97993, 55.178228], [-131.958022, 54.789365], [-132.029222, 54.701734], [-132.308546, 54.718165], [-132.385223, 54.915335], [-132.483808, 54.898904], [-132.686455, 55.046781], [-132.746701, 54.997489], [-132.916486, 55.046781], [-132.889102, 54.898904], [-132.73027, 54.937242], [-132.626209, 54.882473], [-132.675501, 54.679826], [-132.867194, 54.701734], [-133.157472, 54.95915], [-133.239626, 55.090597], [-133.223195, 55.22752], [-133.453227, 55.216566], [-133.453227, 55.320628], [-133.277964, 55.331582], [-133.102702, 55.42469], [-133.17938, 55.588998], [-133.387503, 55.62186], [-133.420365, 55.884753], [-133.497042, 56.0162], [-133.639442, 55.923092], [-133.694212, 56.070969], [-133.546335, 56.142169], [-133.666827, 56.311955], [-133.595627, 56.350293]]], [[[-133.738027, 55.556137], [-133.546335, 55.490413], [-133.414888, 55.572568], [-133.283441, 55.534229], [-133.420365, 55.386352], [-133.633966, 55.430167], [-133.738027, 55.556137]]], [[[-133.907813, 56.930849], [-134.050213, 57.029434], [-133.885905, 57.095157], [-133.343688, 57.002049], [-133.102702, 57.007526], [-132.932917, 56.82131], [-132.620732, 56.667956], [-132.653593, 56.55294], [-132.817901, 56.492694], [-133.042456, 56.520078], [-133.201287, 56.448878], [-133.420365, 56.492694], [-133.66135, 56.448878], [-133.710643, 56.684386], [-133.688735, 56.837741], [-133.869474, 56.843218], [-133.907813, 56.930849]]], [[[-134.115936, 56.48174], [-134.25286, 56.558417], [-134.400737, 56.722725], [-134.417168, 56.848695], [-134.296675, 56.908941], [-134.170706, 56.848695], [-134.143321, 56.952757], [-133.748981, 56.772017], [-133.710643, 56.596755], [-133.847566, 56.574848], [-133.935197, 56.377678], [-133.836612, 56.322908], [-133.957105, 56.092877], [-134.110459, 56.142169], [-134.132367, 55.999769], [-134.230952, 56.070969], [-134.291198, 56.350293], [-134.115936, 56.48174]]], [[[-134.636246, 56.28457], [-134.669107, 56.169554], [-134.806031, 56.235277], [-135.178463, 56.67891], [-135.413971, 56.810356], [-135.331817, 56.914418], [-135.424925, 57.166357], [-135.687818, 57.369004], [-135.419448, 57.566174], [-135.298955, 57.48402], [-135.063447, 57.418296], [-134.849846, 57.407343], [-134.844369, 57.248511], [-134.636246, 56.728202], [-134.636246, 56.28457]]], [[[-134.712923, 58.223407], [-134.373353, 58.14673], [-134.176183, 58.157683], [-134.187137, 58.081006], [-133.902336, 57.807159], [-134.099505, 57.850975], [-134.148798, 57.757867], [-133.935197, 57.615466], [-133.869474, 57.363527], [-134.083075, 57.297804], [-134.154275, 57.210173], [-134.499322, 57.029434], [-134.603384, 57.034911], [-134.6472, 57.226604], [-134.575999, 57.341619], [-134.608861, 57.511404], [-134.729354, 57.719528], [-134.707446, 57.829067], [-134.784123, 58.097437], [-134.91557, 58.212453], [-134.953908, 58.409623], [-134.712923, 58.223407]]], [[[-135.857603, 57.330665], [-135.715203, 57.330665], [-135.567326, 57.149926], [-135.633049, 57.023957], [-135.857603, 56.996572], [-135.824742, 57.193742], [-135.857603, 57.330665]]], [[[-136.279328, 58.206976], [-135.978096, 58.201499], [-135.780926, 58.28913], [-135.496125, 58.168637], [-135.64948, 58.037191], [-135.59471, 57.987898], [-135.45231, 58.135776], [-135.107263, 58.086483], [-134.91557, 57.976944], [-135.025108, 57.779775], [-134.937477, 57.763344], [-134.822462, 57.500451], [-135.085355, 57.462112], [-135.572802, 57.675713], [-135.556372, 57.456635], [-135.709726, 57.369004], [-135.890465, 57.407343], [-136.000004, 57.544266], [-136.208128, 57.637374], [-136.366959, 57.829067], [-136.569606, 57.916698], [-136.558652, 58.075529], [-136.421728, 58.130299], [-136.377913, 58.267222], [-136.279328, 58.206976]]], [[[-147.079854, 60.200582], [-147.501579, 59.948643], [-147.53444, 59.850058], [-147.874011, 59.784335], [-147.80281, 59.937689], [-147.435855, 60.09652], [-147.205824, 60.271782], [-147.079854, 60.200582]]], [[[-147.561825, 60.578491], [-147.616594, 60.370367], [-147.758995, 60.156767], [-147.956165, 60.227967], [-147.791856, 60.474429], [-147.561825, 60.578491]]], [[[-147.786379, 70.245291], [-147.682318, 70.201475], [-147.162008, 70.15766], [-146.888161, 70.185044], [-146.510252, 70.185044], 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+
+        
+    
+    var color_map_8376637c08dc4769aeb73310c2c85533 = {};
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+    
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+    
+
+    color_map_8376637c08dc4769aeb73310c2c85533.x = d3.scale.linear()
+              .domain([1.0, 21.0])
+              .range([0, 400]);
+
+    color_map_8376637c08dc4769aeb73310c2c85533.legend = L.control({position: 'topright'});
+    color_map_8376637c08dc4769aeb73310c2c85533.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
+    color_map_8376637c08dc4769aeb73310c2c85533.legend.addTo(map_2a83db2240664c2bbc43a9df4a85b26f);
+
+    color_map_8376637c08dc4769aeb73310c2c85533.xAxis = d3.svg.axis()
+        .scale(color_map_8376637c08dc4769aeb73310c2c85533.x)
+        .orient("top")
+        .tickSize(1)
+        .tickValues([1.0, 4.333333333333334, 7.666666666666667, 11.0, 14.333333333333334, 17.666666666666668, 21.0]);
+
+    color_map_8376637c08dc4769aeb73310c2c85533.svg = d3.select(".legend.leaflet-control").append("svg")
+        .attr("id", 'legend')
+        .attr("width", 450)
+        .attr("height", 40);
+
+    color_map_8376637c08dc4769aeb73310c2c85533.g = color_map_8376637c08dc4769aeb73310c2c85533.svg.append("g")
+        .attr("class", "key")
+        .attr("transform", "translate(25,16)");
+
+    color_map_8376637c08dc4769aeb73310c2c85533.g.selectAll("rect")
+        .data(color_map_8376637c08dc4769aeb73310c2c85533.color.range().map(function(d, i) {
+          return {
+            x0: i ? color_map_8376637c08dc4769aeb73310c2c85533.x(color_map_8376637c08dc4769aeb73310c2c85533.color.domain()[i - 1]) : color_map_8376637c08dc4769aeb73310c2c85533.x.range()[0],
+            x1: i < color_map_8376637c08dc4769aeb73310c2c85533.color.domain().length ? color_map_8376637c08dc4769aeb73310c2c85533.x(color_map_8376637c08dc4769aeb73310c2c85533.color.domain()[i]) : color_map_8376637c08dc4769aeb73310c2c85533.x.range()[1],
+            z: d
+          };
+        }))
+      .enter().append("rect")
+        .attr("height", 10)
+        .attr("x", function(d) { return d.x0; })
+        .attr("width", function(d) { return d.x1 - d.x0; })
+        .style("fill", function(d) { return d.z; });
+
+    color_map_8376637c08dc4769aeb73310c2c85533.g.call(color_map_8376637c08dc4769aeb73310c2c85533.xAxis).append("text")
+        .attr("class", "caption")
+        .attr("y", 21)
+        .text('Tornado Occurrances');
+    
+            var layer_control_2a01fcaf92d4409095a30965f51a7b9e = {
+                base_layers : {
+                    "openstreetmap" : tile_layer_16fe225c3a68442288f45e8692f4f701,
+                },
+                overlays :  {
+                    "choropleth" : choropleth_e76e441a47b64fdbac62cc38fca3fde8,
+                },
+            };
+            L.control.layers(
+                layer_control_2a01fcaf92d4409095a30965f51a7b9e.base_layers,
+                layer_control_2a01fcaf92d4409095a30965f51a7b9e.overlays,
+                {"autoZIndex": true, "collapsed": true, "position": "topright"}
+            ).addTo(map_2a83db2240664c2bbc43a9df4a85b26f);
         
 </script>
\ No newline at end of file
diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py
index aa85ce8e..3e35a554 100644
--- a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py
+++ b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py
@@ -18,11 +18,9 @@
 
 location=[32.7003, -90.6783]
 weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')
-folium.Map(location=location, zoom_start=3)
+base_map = folium.Map(location=location, zoom_start=3)
 heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]
 heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])
-# HeatMap(data=weather_data.groupby(['BEGIN_LAT', 'BEGIN_LON']).mean().reset_index().values.tolist(), radius=8, max_zoom=4).add_to(base_map)
-# base_map.save('tornado_heat_map.html')
 
 
 # In[27]:
@@ -93,7 +91,7 @@
 
 
 base_map.save('heatmap_weather.html')
-base_map.save('choropleth_weather.html')
+m.save('choropleth_weather.html')
 
 
 # In[ ]:

From d3dc2fba379387e02ed1a62c80607a3c616b9e1b Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sat, 27 Feb 2021 15:36:39 -0500
Subject: [PATCH 09/46] HeatMap/Transform Data (#4)

* HeatMap/Transform Data

Transform weather data into heat map and choropleth map

* Fixed Chloropleth Map
---
 .../Deliverable_1/choropleth_weather.html     | 170 ++++++++
 .../Deliverable_1/heatmap_weather.html        |  76 ++++
 .../weather_data_transforming.ipynb           | 394 ++++++++++++++++++
 .../weather_data_transforming.py              | 101 +++++
 4 files changed, 741 insertions(+)
 create mode 100644 NaturalDisasterProject/Deliverable_1/choropleth_weather.html
 create mode 100644 NaturalDisasterProject/Deliverable_1/heatmap_weather.html
 create mode 100644 NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
 create mode 100644 NaturalDisasterProject/Deliverable_1/weather_data_transforming.py

diff --git a/NaturalDisasterProject/Deliverable_1/choropleth_weather.html b/NaturalDisasterProject/Deliverable_1/choropleth_weather.html
new file mode 100644
index 00000000..00bdbce8
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/choropleth_weather.html
@@ -0,0 +1,170 @@
+<!DOCTYPE html>
+<head>    
+    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
+    
+        <script>
+            L_NO_TOUCH = false;
+            L_DISABLE_3D = false;
+        </script>
+    
+    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
+    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
+    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js"></script>
+    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
+    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css"/>
+    
+            <meta name="viewport" content="width=device-width,
+                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
+            <style>
+                #map_2a83db2240664c2bbc43a9df4a85b26f {
+                    position: relative;
+                    width: 100.0%;
+                    height: 100.0%;
+                    left: 0.0%;
+                    top: 0.0%;
+                }
+            </style>
+        
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script>
+</head>
+<body>    
+    
+            <div class="folium-map" id="map_2a83db2240664c2bbc43a9df4a85b26f" ></div>
+        
+</body>
+<script>    
+    
+            var map_2a83db2240664c2bbc43a9df4a85b26f = L.map(
+                "map_2a83db2240664c2bbc43a9df4a85b26f",
+                {
+                    center: [32.7003, -90.6783],
+                    crs: L.CRS.EPSG3857,
+                    zoom: 3,
+                    zoomControl: true,
+                    preferCanvas: false,
+                }
+            );
+
+            
+
+        
+    
+            var tile_layer_16fe225c3a68442288f45e8692f4f701 = L.tileLayer(
+                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
+                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
+            ).addTo(map_2a83db2240664c2bbc43a9df4a85b26f);
+        
+    
+            var choropleth_e76e441a47b64fdbac62cc38fca3fde8 = L.featureGroup(
+                {}
+            ).addTo(map_2a83db2240664c2bbc43a9df4a85b26f);
+        
+    
+        function geo_json_01e31973e4c446fba564f5e1c84f5a71_styler(feature) {
+            switch(feature.id) {
+                case "AL": case "MS": 
+                    return {"color": "black", "fillColor": "#006837", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                case "AR": case "GA": case "IN": case "IA": case "KS": case "KY": case "LA": case "MO": case "ND": case "OH": case "SC": case "SD": case "TX": 
+                    return {"color": "black", "fillColor": "#ffffcc", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                case "IL": case "MN": case "NE": 
+                    return {"color": "black", "fillColor": "#d9f0a3", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                case "OK": 
+                    return {"color": "black", "fillColor": "#78c679", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                case "TN": 
+                    return {"color": "black", "fillColor": "#addd8e", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+                default:
+                    return {"color": "black", "fillColor": "black", "fillOpacity": 0.7, "opacity": 0.2, "weight": 1};
+            }
+        }
+
+        function geo_json_01e31973e4c446fba564f5e1c84f5a71_onEachFeature(feature, layer) {
+            layer.on({
+            });
+        };
+        var geo_json_01e31973e4c446fba564f5e1c84f5a71 = L.geoJson(null, {
+                onEachFeature: geo_json_01e31973e4c446fba564f5e1c84f5a71_onEachFeature,
+            
+                style: geo_json_01e31973e4c446fba564f5e1c84f5a71_styler,
+        });
+
+        function geo_json_01e31973e4c446fba564f5e1c84f5a71_add (data) {
+            geo_json_01e31973e4c446fba564f5e1c84f5a71
+                .addData(data)
+                .addTo(choropleth_e76e441a47b64fdbac62cc38fca3fde8);
+        }
+            geo_json_01e31973e4c446fba564f5e1c84f5a71_add({"features": [{"geometry": {"coordinates": [[[-87.359296, 35.00118], [-85.606675, 34.984749], [-85.431413, 34.124869], [-85.184951, 32.859696], [-85.069935, 32.580372], [-84.960397, 32.421541], [-85.004212, 32.322956], [-84.889196, 32.262709], [-85.058981, 32.13674], [-85.053504, 32.01077], [-85.141136, 31.840985], [-85.042551, 31.539753], [-85.113751, 31.27686], [-85.004212, 31.003013], [-85.497137, 30.997536], [-87.600282, 30.997536], [-87.633143, 30.86609], [-87.408589, 30.674397], [-87.446927, 30.510088], [-87.37025, 30.427934], [-87.518128, 30.280057], [-87.655051, 30.247195], [-87.90699, 30.411504], [-87.934375, 30.657966], [-88.011052, 30.685351], [-88.10416, 30.499135], [-88.137022, 30.318396], [-88.394438, 30.367688], [-88.471115, 31.895754], [-88.241084, 33.796253], [-88.098683, 34.891641], [-88.202745, 34.995703], [-87.359296, 35.00118]]], "type": "Polygon"}, "id": "AL", "properties": {"name": "Alabama"}, "type": "Feature"}, {"geometry": {"coordinates": [[[[-131.602021, 55.117982], [-131.569159, 55.28229], [-131.355558, 55.183705], [-131.38842, 55.01392], [-131.645836, 55.035827], [-131.602021, 55.117982]]], [[[-131.832052, 55.42469], [-131.645836, 55.304197], [-131.749898, 55.128935], [-131.832052, 55.189182], [-131.832052, 55.42469]]], [[[-132.976733, 56.437924], [-132.735747, 56.459832], [-132.631685, 56.421493], [-132.664547, 56.273616], [-132.878148, 56.240754], [-133.069841, 56.333862], [-132.976733, 56.437924]]], [[[-133.595627, 56.350293], [-133.162949, 56.317431], [-133.05341, 56.125739], [-132.620732, 55.912138], [-132.472854, 55.780691], [-132.4619, 55.671152], [-132.357838, 55.649245], [-132.341408, 55.506844], [-132.166146, 55.364444], [-132.144238, 55.238474], [-132.029222, 55.276813], [-131.97993, 55.178228], [-131.958022, 54.789365], [-132.029222, 54.701734], [-132.308546, 54.718165], [-132.385223, 54.915335], [-132.483808, 54.898904], [-132.686455, 55.046781], [-132.746701, 54.997489], [-132.916486, 55.046781], [-132.889102, 54.898904], [-132.73027, 54.937242], [-132.626209, 54.882473], [-132.675501, 54.679826], [-132.867194, 54.701734], [-133.157472, 54.95915], [-133.239626, 55.090597], [-133.223195, 55.22752], [-133.453227, 55.216566], [-133.453227, 55.320628], [-133.277964, 55.331582], [-133.102702, 55.42469], [-133.17938, 55.588998], [-133.387503, 55.62186], [-133.420365, 55.884753], [-133.497042, 56.0162], [-133.639442, 55.923092], [-133.694212, 56.070969], [-133.546335, 56.142169], [-133.666827, 56.311955], [-133.595627, 56.350293]]], [[[-133.738027, 55.556137], [-133.546335, 55.490413], [-133.414888, 55.572568], [-133.283441, 55.534229], [-133.420365, 55.386352], [-133.633966, 55.430167], [-133.738027, 55.556137]]], [[[-133.907813, 56.930849], [-134.050213, 57.029434], [-133.885905, 57.095157], [-133.343688, 57.002049], [-133.102702, 57.007526], [-132.932917, 56.82131], [-132.620732, 56.667956], [-132.653593, 56.55294], [-132.817901, 56.492694], 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[-134.844369, 57.248511], [-134.636246, 56.728202], [-134.636246, 56.28457]]], [[[-134.712923, 58.223407], [-134.373353, 58.14673], [-134.176183, 58.157683], [-134.187137, 58.081006], [-133.902336, 57.807159], [-134.099505, 57.850975], [-134.148798, 57.757867], [-133.935197, 57.615466], [-133.869474, 57.363527], [-134.083075, 57.297804], [-134.154275, 57.210173], [-134.499322, 57.029434], [-134.603384, 57.034911], [-134.6472, 57.226604], [-134.575999, 57.341619], [-134.608861, 57.511404], [-134.729354, 57.719528], [-134.707446, 57.829067], [-134.784123, 58.097437], [-134.91557, 58.212453], [-134.953908, 58.409623], [-134.712923, 58.223407]]], [[[-135.857603, 57.330665], [-135.715203, 57.330665], [-135.567326, 57.149926], [-135.633049, 57.023957], [-135.857603, 56.996572], [-135.824742, 57.193742], [-135.857603, 57.330665]]], [[[-136.279328, 58.206976], [-135.978096, 58.201499], [-135.780926, 58.28913], [-135.496125, 58.168637], [-135.64948, 58.037191], [-135.59471, 57.987898], 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+
+        
+    
+    var color_map_8376637c08dc4769aeb73310c2c85533 = {};
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+    
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+    
+
+    color_map_8376637c08dc4769aeb73310c2c85533.x = d3.scale.linear()
+              .domain([1.0, 21.0])
+              .range([0, 400]);
+
+    color_map_8376637c08dc4769aeb73310c2c85533.legend = L.control({position: 'topright'});
+    color_map_8376637c08dc4769aeb73310c2c85533.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
+    color_map_8376637c08dc4769aeb73310c2c85533.legend.addTo(map_2a83db2240664c2bbc43a9df4a85b26f);
+
+    color_map_8376637c08dc4769aeb73310c2c85533.xAxis = d3.svg.axis()
+        .scale(color_map_8376637c08dc4769aeb73310c2c85533.x)
+        .orient("top")
+        .tickSize(1)
+        .tickValues([1.0, 4.333333333333334, 7.666666666666667, 11.0, 14.333333333333334, 17.666666666666668, 21.0]);
+
+    color_map_8376637c08dc4769aeb73310c2c85533.svg = d3.select(".legend.leaflet-control").append("svg")
+        .attr("id", 'legend')
+        .attr("width", 450)
+        .attr("height", 40);
+
+    color_map_8376637c08dc4769aeb73310c2c85533.g = color_map_8376637c08dc4769aeb73310c2c85533.svg.append("g")
+        .attr("class", "key")
+        .attr("transform", "translate(25,16)");
+
+    color_map_8376637c08dc4769aeb73310c2c85533.g.selectAll("rect")
+        .data(color_map_8376637c08dc4769aeb73310c2c85533.color.range().map(function(d, i) {
+          return {
+            x0: i ? color_map_8376637c08dc4769aeb73310c2c85533.x(color_map_8376637c08dc4769aeb73310c2c85533.color.domain()[i - 1]) : color_map_8376637c08dc4769aeb73310c2c85533.x.range()[0],
+            x1: i < color_map_8376637c08dc4769aeb73310c2c85533.color.domain().length ? color_map_8376637c08dc4769aeb73310c2c85533.x(color_map_8376637c08dc4769aeb73310c2c85533.color.domain()[i]) : color_map_8376637c08dc4769aeb73310c2c85533.x.range()[1],
+            z: d
+          };
+        }))
+      .enter().append("rect")
+        .attr("height", 10)
+        .attr("x", function(d) { return d.x0; })
+        .attr("width", function(d) { return d.x1 - d.x0; })
+        .style("fill", function(d) { return d.z; });
+
+    color_map_8376637c08dc4769aeb73310c2c85533.g.call(color_map_8376637c08dc4769aeb73310c2c85533.xAxis).append("text")
+        .attr("class", "caption")
+        .attr("y", 21)
+        .text('Tornado Occurrances');
+    
+            var layer_control_2a01fcaf92d4409095a30965f51a7b9e = {
+                base_layers : {
+                    "openstreetmap" : tile_layer_16fe225c3a68442288f45e8692f4f701,
+                },
+                overlays :  {
+                    "choropleth" : choropleth_e76e441a47b64fdbac62cc38fca3fde8,
+                },
+            };
+            L.control.layers(
+                layer_control_2a01fcaf92d4409095a30965f51a7b9e.base_layers,
+                layer_control_2a01fcaf92d4409095a30965f51a7b9e.overlays,
+                {"autoZIndex": true, "collapsed": true, "position": "topright"}
+            ).addTo(map_2a83db2240664c2bbc43a9df4a85b26f);
+        
+</script>
\ No newline at end of file
diff --git a/NaturalDisasterProject/Deliverable_1/heatmap_weather.html b/NaturalDisasterProject/Deliverable_1/heatmap_weather.html
new file mode 100644
index 00000000..f5a44f0c
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/heatmap_weather.html
@@ -0,0 +1,76 @@
+<!DOCTYPE html>
+<head>    
+    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
+    
+        <script>
+            L_NO_TOUCH = false;
+            L_DISABLE_3D = false;
+        </script>
+    
+    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
+    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
+    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js"></script>
+    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
+    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css"/>
+    
+            <meta name="viewport" content="width=device-width,
+                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
+            <style>
+                #map_caa5ac6661f14f718f208d08c1c906fb {
+                    position: relative;
+                    width: 100.0%;
+                    height: 100.0%;
+                    left: 0.0%;
+                    top: 0.0%;
+                }
+            </style>
+        
+    <script src="https://cdn.jsdelivr.net/gh/python-visualization/folium@master/folium/templates/leaflet_heat.min.js"></script>
+</head>
+<body>    
+    
+            <div class="folium-map" id="map_caa5ac6661f14f718f208d08c1c906fb" ></div>
+        
+</body>
+<script>    
+    
+            var map_caa5ac6661f14f718f208d08c1c906fb = L.map(
+                "map_caa5ac6661f14f718f208d08c1c906fb",
+                {
+                    center: [32.7003, -90.6783],
+                    crs: L.CRS.EPSG3857,
+                    zoom: 10,
+                    zoomControl: true,
+                    preferCanvas: false,
+                }
+            );
+
+            
+
+        
+    
+            var tile_layer_631210ae6ca6470abb864414d414b0af = L.tileLayer(
+                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
+                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
+            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+        
+    
+            var heat_map_3be44ae715354bd3b151cf3c61afd564 = L.heatLayer(
+                [[32.7003, -90.6783], [32.9456, -90.1539], [34.2203, -85.9602], [35.1808, -97.4273], [35.377, -97.305], [45.45, -99.71], [41.5512, -83.538], [46.11, -95.425], [47.54, -97.3], [47.68, -97.32], [46.41, -95.18], [46.43, -95.15], [43.5755, -93.6404], [43.404, -95.8605], [46.11, -96.63], [46.13, -96.563], [31.7947, -92.808], [42.7293, -94.8557], [38.7364, -90.4863], [32.7992, -89.1088], [34.0757, -87.0097], [32.9017, -88.9145], [32.9262, -88.8719], [34.1043, -88.1479], [34.3054, -86.6549], [34.3528, -86.5813], [34.3109, -87.7858], [34.0455, -88.445], [34.4368, -87.5307], [34.0891, -88.36], [34.6208, -85.9814], [34.662, -87.0705], [34.82, -85.6314], [33.6448, -87.4238], [34.8017, -86.7855], [33.0606, -87.8315], [33.8668, -86.995], [34.7948, -85.909], [33.3512, -87.1975], [32.0712, -89.3201], [34.3907, -85.9784], [32.1439, -88.9154], [33.6839, -86.5234], [33.8291, -86.0526], [35.5324, -84.0504], [35.5459, -84.0274], [35.34, -85.42], [35.3969, -85.3253], [34.8744, -85.1785], [34.9868, -85.0485], [35.0371, -84.9875], [32.7545, -85.8826], [35.5535, -85.1077], [37.056, -94.5701], [35.444, -98.287], [35.008, -97.961], [34.939, -97.67], [35.189, -97.67], [35.3182, -93.9044], [34.357, -99.194], [37.6945, -88.65], [37.771, -88.3751], [38.4316, -86.1893], [38.5156, -85.8678], [38.6061, -85.5808], [38.6096, -85.57], [38.796, -84.6092], [38.523, -98.008], [31.2802, -89.4665], [32.412, -97.754], [38.1429, -99.4706], [35.308, -97.142], [35.284, -97.628], [35.303, -97.605], [42.128, -97.077], [42.3319, -96.1086], [40.622, -89.5678], [38.42, -89.45], [34.913, -92.4572], [32.932, -89.3067], [41.893, -97.33], [41.9528, -97.1369], [41.9797, -97.0198], [42.0908, -96.931], [42.127, -96.8686], [44.0372, -98.4032], [41.8886, -89.2381], [34.5955, -89.7055], [34.6131, -89.6691], [34.8117, -89.2983], [34.9428, -89.0174], [34.9958, -88.8952], [35.0471, -88.7866], [32.796, -96.5894], [34.559, -97.357], [38.9917, -97.3713], [37.7238, -90.0055], [32.357, -95.9549], [32.4571, -85.4362], [39.8243, -84.4632], [38.9689, -95.108], [36.1715, -85.6628], [31.2763, -90.1732], [31.4641, -89.7579], [31.5475, -89.6194], [31.6661, -89.4004], [31.81, -89.1863], [32.7045, -81.2899], [31.075, -89.9209], [46.09, -95.94], [46.11, -95.9]],
+                {"blur": 15, "maxZoom": 18, "minOpacity": 0.5, "radius": 25}
+            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+        
+    
+            var heat_map_b66a17aeb5714612b5e5eb5d33e771a5 = L.heatLayer(
+                [[32.7003, -90.6783], [32.9456, -90.1539], [34.2203, -85.9602], [35.1808, -97.4273], [35.377, -97.305], [45.45, -99.71], [41.5512, -83.538], [46.11, -95.425], [47.54, -97.3], [47.68, -97.32], [46.41, -95.18], [46.43, -95.15], [43.5755, -93.6404], [43.404, -95.8605], [46.11, -96.63], [46.13, -96.563], [31.7947, -92.808], [42.7293, -94.8557], [38.7364, -90.4863], [32.7992, -89.1088], [34.0757, -87.0097], [32.9017, -88.9145], [32.9262, -88.8719], [34.1043, -88.1479], [34.3054, -86.6549], [34.3528, -86.5813], [34.3109, -87.7858], [34.0455, -88.445], [34.4368, -87.5307], [34.0891, -88.36], [34.6208, -85.9814], [34.662, -87.0705], [34.82, -85.6314], [33.6448, -87.4238], [34.8017, -86.7855], [33.0606, -87.8315], [33.8668, -86.995], [34.7948, -85.909], [33.3512, -87.1975], [32.0712, -89.3201], [34.3907, -85.9784], [32.1439, -88.9154], [33.6839, -86.5234], [33.8291, -86.0526], [35.5324, -84.0504], [35.5459, -84.0274], [35.34, -85.42], [35.3969, -85.3253], [34.8744, -85.1785], [34.9868, -85.0485], [35.0371, -84.9875], [32.7545, -85.8826], [35.5535, -85.1077], [37.056, -94.5701], [35.444, -98.287], [35.008, -97.961], [34.939, -97.67], [35.189, -97.67], [35.3182, -93.9044], [34.357, -99.194], [37.6945, -88.65], [37.771, -88.3751], [38.4316, -86.1893], [38.5156, -85.8678], [38.6061, -85.5808], [38.6096, -85.57], [38.796, -84.6092], [38.523, -98.008], [31.2802, -89.4665], [32.412, -97.754], [38.1429, -99.4706], [35.308, -97.142], [35.284, -97.628], [35.303, -97.605], [42.128, -97.077], [42.3319, -96.1086], [40.622, -89.5678], [38.42, -89.45], [34.913, -92.4572], [32.932, -89.3067], [41.893, -97.33], [41.9528, -97.1369], [41.9797, -97.0198], [42.0908, -96.931], [42.127, -96.8686], [44.0372, -98.4032], [41.8886, -89.2381], [34.5955, -89.7055], [34.6131, -89.6691], [34.8117, -89.2983], [34.9428, -89.0174], [34.9958, -88.8952], [35.0471, -88.7866], [32.796, -96.5894], [34.559, -97.357], [38.9917, -97.3713], [37.7238, -90.0055], [32.357, -95.9549], [32.4571, -85.4362], [39.8243, -84.4632], [38.9689, -95.108], [36.1715, -85.6628], [31.2763, -90.1732], [31.4641, -89.7579], [31.5475, -89.6194], [31.6661, -89.4004], [31.81, -89.1863], [32.7045, -81.2899], [31.075, -89.9209], [46.09, -95.94], [46.11, -95.9]],
+                {"blur": 15, "maxZoom": 18, "minOpacity": 0.5, "radius": 25}
+            ).addTo(map_caa5ac6661f14f718f208d08c1c906fb);
+        
+</script>
\ No newline at end of file
diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
new file mode 100644
index 00000000..d85ff351
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
@@ -0,0 +1,394 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "beneficial-storm",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import folium\n",
+    "from folium.plugins import HeatMap\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import os\n",
+    "current_directory = os.getcwd()\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "bigger-standing",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "location=[32.7003, -90.6783]\n",
+    "weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')\n",
+    "folium.Map(location=location, zoom_start=3)\n",
+    "heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]\n",
+    "heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])\n",
+    "# HeatMap(data=weather_data.groupby(['BEGIN_LAT', 'BEGIN_LON']).mean().reset_index().values.tolist(), radius=8, max_zoom=4).add_to(base_map)\n",
+    "# base_map.save('tornado_heat_map.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "prospective-career",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 111 entries, 0 to 110\n",
+      "Data columns (total 37 columns):\n",
+      " #   Column               Non-Null Count  Dtype  \n",
+      "---  ------               --------------  -----  \n",
+      " 0   EVENT_ID             111 non-null    int64  \n",
+      " 1   CZ_NAME_STR          111 non-null    object \n",
+      " 2   BEGIN_LOCATION       111 non-null    object \n",
+      " 3   BEGIN_DATE           111 non-null    object \n",
+      " 4   BEGIN_TIME           111 non-null    int64  \n",
+      " 5   EVENT_TYPE           111 non-null    object \n",
+      " 6   MAGNITUDE            111 non-null    object \n",
+      " 7   TOR_F_SCALE          111 non-null    object \n",
+      " 8   DEATHS_DIRECT        111 non-null    int64  \n",
+      " 9   INJURIES_DIRECT      111 non-null    int64  \n",
+      " 10  DAMAGE_PROPERTY_NUM  111 non-null    int64  \n",
+      " 11  DAMAGE_CROPS_NUM     111 non-null    int64  \n",
+      " 12  STATE_ABBR           111 non-null    object \n",
+      " 13  CZ_TIMEZONE          111 non-null    object \n",
+      " 14  MAGNITUDE_TYPE       111 non-null    object \n",
+      " 15  EPISODE_ID           111 non-null    int64  \n",
+      " 16  CZ_TYPE              111 non-null    object \n",
+      " 17  CZ_FIPS              111 non-null    int64  \n",
+      " 18  WFO                  111 non-null    object \n",
+      " 19  INJURIES_INDIRECT    111 non-null    int64  \n",
+      " 20  DEATHS_INDIRECT      111 non-null    int64  \n",
+      " 21  SOURCE               111 non-null    object \n",
+      " 22  FLOOD_CAUSE          111 non-null    object \n",
+      " 23  TOR_LENGTH           111 non-null    float64\n",
+      " 24  TOR_WIDTH            111 non-null    float64\n",
+      " 25  BEGIN_RANGE          111 non-null    int64  \n",
+      " 26  BEGIN_AZIMUTH        111 non-null    object \n",
+      " 27  END_RANGE            111 non-null    int64  \n",
+      " 28  END_AZIMUTH          111 non-null    object \n",
+      " 29  END_LOCATION         111 non-null    object \n",
+      " 30  BEGIN_LAT            111 non-null    float64\n",
+      " 31  BEGIN_LON            111 non-null    float64\n",
+      " 32  END_LAT              111 non-null    float64\n",
+      " 33  END_LON              111 non-null    float64\n",
+      " 34  EVENT_NARRATIVE      111 non-null    object \n",
+      " 35  EPISODE_NARRATIVE    111 non-null    object \n",
+      " 36  ABSOLUTE_ROWNUMBER   111 non-null    int64  \n",
+      "dtypes: float64(6), int64(13), object(18)\n",
+      "memory usage: 32.2+ KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "info = weather_data.info()\n",
+    "state_occ = weather_data['STATE_ABBR'].value_counts()\n",
+    "df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "administrative-score",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 20 entries, 0 to 19\n",
+      "Data columns (total 2 columns):\n",
+      " #   Column  Non-Null Count  Dtype \n",
+      "---  ------  --------------  ----- \n",
+      " 0   states  20 non-null     object\n",
+      " 1   counts  20 non-null     int64 \n",
+      "dtypes: int64(1), object(1)\n",
+      "memory usage: 448.0+ bytes\n"
+     ]
+    }
+   ],
+   "source": [
+    "df.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "owned-superior",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<folium.map.LayerControl at 0x1284f8050>"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "url = (\n",
+    "    \"https://raw.githubusercontent.com/python-visualization/folium/master/examples/data\"\n",
+    ")\n",
+    "state_geo = f\"{url}/us-states.json\"\n",
+    "\n",
+    "m = folium.Map(location=location, zoom_start=3)\n",
+    "\n",
+    "folium.Choropleth(\n",
+    "    geo_data=state_geo,\n",
+    "    name=\"choropleth\",\n",
+    "    data=df,\n",
+    "    columns=[\"states\", \"counts\"],\n",
+    "    key_on=\"feature.id\",\n",
+    "    fill_color=\"YlGn\",\n",
+    "    fill_opacity=0.7,\n",
+    "    line_opacity=0.2,\n",
+    "    legend_name=\"Tornado Occurrances\",\n",
+    ").add_to(m)\n",
+    "\n",
+    "folium.LayerControl().add_to(m)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "manufactured-dictionary",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" 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+       "</div>"
+      ],
+      "text/plain": [
+       "     BEGIN_LAT  BEGIN_LON\n",
+       "0      32.7003   -90.6783\n",
+       "1      32.9456   -90.1539\n",
+       "2      34.2203   -85.9602\n",
+       "3      35.1808   -97.4273\n",
+       "4      35.3770   -97.3050\n",
+       "..         ...        ...\n",
+       "106    31.8100   -89.1863\n",
+       "107    32.7045   -81.2899\n",
+       "108    31.0750   -89.9209\n",
+       "109    46.0900   -95.9400\n",
+       "110    46.1100   -95.9000\n",
+       "\n",
+       "[111 rows x 2 columns]"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "heat_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "revised-peace",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<folium.plugins.heat_map.HeatMap at 0x129c52b10>"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]\n",
+    "HeatMap(heat_data).add_to(base_map)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "operating-consideration",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" 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onload=\"this.contentDocument.open();this.contentDocument.write(    decodeURIComponent(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
+      ],
+      "text/plain": [
+       "<folium.folium.Map at 0x127108ed0>"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "base_map"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "respected-marketplace",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "base_map.save('heatmap_weather.html')\n",
+    "base_map.save('choropleth_weather.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "impossible-friday",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py
new file mode 100644
index 00000000..3e35a554
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.py
@@ -0,0 +1,101 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+# In[25]:
+
+
+import folium
+from folium.plugins import HeatMap
+import numpy as np
+import pandas as pd
+import os
+current_directory = os.getcwd()
+
+
+# In[26]:
+
+
+
+location=[32.7003, -90.6783]
+weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')
+base_map = folium.Map(location=location, zoom_start=3)
+heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]
+heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])
+
+
+# In[27]:
+
+
+info = weather_data.info()
+state_occ = weather_data['STATE_ABBR'].value_counts()
+df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')
+
+
+# In[28]:
+
+
+df.info()
+
+
+# In[29]:
+
+
+url = (
+    "https://raw.githubusercontent.com/python-visualization/folium/master/examples/data"
+)
+state_geo = f"{url}/us-states.json"
+
+m = folium.Map(location=location, zoom_start=3)
+
+folium.Choropleth(
+    geo_data=state_geo,
+    name="choropleth",
+    data=df,
+    columns=["states", "counts"],
+    key_on="feature.id",
+    fill_color="YlGn",
+    fill_opacity=0.7,
+    line_opacity=0.2,
+    legend_name="Tornado Occurrances",
+).add_to(m)
+
+folium.LayerControl().add_to(m)
+
+
+# In[30]:
+
+
+m
+
+
+# In[31]:
+
+
+heat_df
+
+
+# In[32]:
+
+
+heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]
+HeatMap(heat_data).add_to(base_map)
+
+
+# In[33]:
+
+
+base_map
+
+
+# In[34]:
+
+
+base_map.save('heatmap_weather.html')
+m.save('choropleth_weather.html')
+
+
+# In[ ]:
+
+
+
+

From 23a5e4409e676d45323b2e9320237dbd854f7c19 Mon Sep 17 00:00:00 2001
From: varocarras <varocarras@gmail.com>
Date: Sat, 27 Feb 2021 17:22:11 -0500
Subject: [PATCH 10/46] Added simplified list of Tornado locations

Created by Abdullah
---
 NaturalDisasterProject/.DS_Store              | Bin 6148 -> 6148 bytes
 .../Datasets/export_dataframe.csv             | 112 ++++++++++++++++++
 2 files changed, 112 insertions(+)
 create mode 100644 NaturalDisasterProject/Datasets/export_dataframe.csv

diff --git a/NaturalDisasterProject/.DS_Store b/NaturalDisasterProject/.DS_Store
index 7058c63ac89d8cec35d8378d42d0a5fbfd12a965..62719c1a271db678176dccd82918767df0ad3dff 100644
GIT binary patch
delta 317
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zP7ZNZLtD>;+{&uzn%cUV3}C>>2%#DHp)`z|HCdT;cOox?3qvYH4nrnG8IUewNMuL?
z@=_V%84Nvh@{^Nt@{@oX1Q-|?e*$T}|6l+%0*}t5^5O!hPOzKPspe*&&3Npce4h3G
JW_FIh`~Zr(MP2{^

delta 95
zcmZoMXfc@J&&atkU^g=(=j1|Gk;w`y){Ms|JF+#Xi&a-!7?|iNnAhqkRGXU{09lsi
wwY8ia;;M$Wo(Z{?Rn;}Mb<-!mVv}c_0oH5Dx_q)Z`-P1Sk&K(!IsWnk05YT<ga7~l

diff --git a/NaturalDisasterProject/Datasets/export_dataframe.csv b/NaturalDisasterProject/Datasets/export_dataframe.csv
new file mode 100644
index 00000000..013ac25c
--- /dev/null
+++ b/NaturalDisasterProject/Datasets/export_dataframe.csv
@@ -0,0 +1,112 @@
+BEGIN_LOCATION,STATE_ABBR,BEGIN_DATE
+ENOLA,MS,04/24/2010
+ZEIGLERVILLE,MS,04/24/2010
+RODENTOWN,AL,04/24/2010
+NORMAN,OK,05/10/2010
+(TIK)TINKER AFB,OK,05/10/2010
+BOWDLE,SD,05/22/2010
+MOLINE,OH,06/05/2010
+URBANK,MN,06/17/2010
+PORTLAND JCT,ND,06/17/2010
+HOLMES,ND,06/17/2010
+BLUFFTON,MN,06/17/2010
+WADENA,MN,06/17/2010
+MANSFIELD,MN,06/17/2010
+SIBLEY,IA,06/25/2010
+TYLER,ND,08/07/2010
+DORAN,MN,08/07/2010
+ATLANTA,LA,11/29/2010
+VARINA,IA,04/09/2011
+VIGUS,MO,04/22/2011
+LONGINO,MS,04/27/2011
+CRANE HILL,AL,04/27/2011
+PRINCE CHAPEL,MS,04/27/2011
+FEARNS SPGS,MS,04/27/2011
+BARNESVILLE,AL,04/27/2011
+GUM POND,AL,04/27/2011
+RUTH,AL,04/27/2011
+NIX,AL,04/27/2011
+SMITHVILLE,MS,04/27/2011
+MT HOPE,AL,04/27/2011
+NEW SALEM,MS,04/27/2011
+HODGE,AL,04/27/2011
+LAWNGATE,AL,04/27/2011
+IDER,AL,04/27/2011
+MARIETTA,AL,04/27/2011
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+RALPH,AL,04/27/2011
+ARKADELPHIA,AL,04/27/2011
+FACKLER,AL,04/27/2011
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+SANIE,AL,04/27/2011
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+MORGAN SPGS,TN,04/27/2011
+CENTRAL CITY,MO,05/22/2011
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+CARRIERS MILLS,IL,02/29/2012
+EQUALITY,IL,02/29/2012
+FREDDRICKSBURG,IN,03/02/2012
+BLUE LICK,IN,03/02/2012
+NABB,IN,03/02/2012
+CHELSEA,IN,03/02/2012
+BRACHT,KY,03/02/2012
+KANAPOLIS RES,KS,04/14/2012
+OAK GROVE,MS,02/10/2013
+MAMBRINO,TX,05/15/2013
+BURDETT RUCKER ARPT,KS,05/18/2013
+PINK,OK,05/19/2013
+NEWCASTLE,OK,05/20/2013
+MOORE,OK,05/20/2013
+ALTONA,NE,10/04/2013
+CLIMBING HILL,IA,10/04/2013
+MARQUETTE HGTS,IL,11/17/2013
+ADDIEVILLE,IL,11/17/2013
+PALARM,AR,04/27/2014
+ZAMA,MS,04/28/2014
+STANTON,NE,06/16/2014
+STANTON,NE,06/16/2014
+WISNER,NE,06/16/2014
+ALTONA,NE,06/16/2014
+ALTONA,NE,06/16/2014
+LANE,SD,06/18/2014
+CARTHAGE,IL,04/09/2015
+TYRO,MS,12/23/2015
+CHULAHOMA,MS,12/23/2015
+ASHLAND,MS,12/23/2015
+TIPLERSVILLE,MS,12/23/2015
+POOR,TN,12/23/2015
+CHEWALLA,TN,12/23/2015
+NEW HOPE,TX,12/26/2015
+HENNEPIN,OK,05/09/2016
+SOLOMON,KS,05/25/2016
+SILVER LAKE,MO,02/28/2017
+BIG ROCK,TX,04/29/2017
+BUPREE,AL,03/03/2019
+PYRMONT,OH,05/27/2019
+LINWOOD,KS,05/28/2019
+ENSOR,TN,03/03/2020
+ENON,MS,04/12/2020
+BASSFIELD,MS,04/12/2020
+WILLIAMSBURG,MS,04/12/2020
+HEBRON,MS,04/12/2020
+MOSS,MS,04/12/2020
+ESTILL MUNI ARPT,SC,04/13/2020
+ST PAUL,MS,04/19/2020
+ASHBY,MN,07/08/2020
+DALTON,MN,07/08/2020

From 3f75295743611c23b3683f1b841d666129d27fd8 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sun, 28 Feb 2021 00:02:06 -0500
Subject: [PATCH 11/46] Python script to get weather data from API

gathered data from API & stored in dataframe & csv
---
 .../Deliverable_1/historical_data.csv         | 2851 ++++++++
 .../Deliverable_1/historical_data2.csv        | 3421 +++++++++
 .../Deliverable_1/historical_data_fin.csv     | 6271 +++++++++++++++++
 .../Deliverable_1/weather_data.py             |    0
 .../weather_data_transforming.ipynb           | 1047 ++-
 5 files changed, 13429 insertions(+), 161 deletions(-)
 create mode 100644 NaturalDisasterProject/Deliverable_1/historical_data.csv
 create mode 100644 NaturalDisasterProject/Deliverable_1/historical_data2.csv
 create mode 100644 NaturalDisasterProject/Deliverable_1/historical_data_fin.csv
 create mode 100644 NaturalDisasterProject/Deliverable_1/weather_data.py

diff --git a/NaturalDisasterProject/Deliverable_1/historical_data.csv b/NaturalDisasterProject/Deliverable_1/historical_data.csv
new file mode 100644
index 00000000..e287a872
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/historical_data.csv
@@ -0,0 +1,2851 @@
+datetime,temperature (degC),wind_speed (m/s),surface_solar_radiation (W/m^2),relative_humidity (0-1),surface_pressure (Pa),total_precipitation (mm of water equivalent),latitude,longitude
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diff --git a/NaturalDisasterProject/Deliverable_1/historical_data2.csv b/NaturalDisasterProject/Deliverable_1/historical_data2.csv
new file mode 100644
index 00000000..37004de0
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/historical_data2.csv
@@ -0,0 +1,3421 @@
+datetime,temperature (degC),wind_speed (m/s),surface_solar_radiation (W/m^2),relative_humidity (0-1),surface_pressure (Pa),total_precipitation (mm of water equivalent),latitude,longitude
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diff --git a/NaturalDisasterProject/Deliverable_1/historical_data_fin.csv b/NaturalDisasterProject/Deliverable_1/historical_data_fin.csv
new file mode 100644
index 00000000..4b2cc969
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/historical_data_fin.csv
@@ -0,0 +1,6271 @@
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diff --git a/NaturalDisasterProject/Deliverable_1/weather_data.py b/NaturalDisasterProject/Deliverable_1/weather_data.py
new file mode 100644
index 00000000..e69de29b
diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
index d85ff351..ec14c01e 100644
--- a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
+++ b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 30,
    "id": "beneficial-storm",
    "metadata": {},
    "outputs": [],
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 31,
    "id": "bigger-standing",
    "metadata": {},
    "outputs": [],
@@ -26,171 +26,121 @@
     "\n",
     "location=[32.7003, -90.6783]\n",
     "weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')\n",
-    "folium.Map(location=location, zoom_start=3)\n",
-    "heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]\n",
-    "heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])\n",
+    "# folium.Map(location=location, zoom_start=3)\n",
+    "# heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]\n",
+    "# heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])\n",
     "# HeatMap(data=weather_data.groupby(['BEGIN_LAT', 'BEGIN_LON']).mean().reset_index().values.tolist(), radius=8, max_zoom=4).add_to(base_map)\n",
     "# base_map.save('tornado_heat_map.html')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 4,
    "id": "prospective-career",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<class 'pandas.core.frame.DataFrame'>\n",
-      "RangeIndex: 111 entries, 0 to 110\n",
-      "Data columns (total 37 columns):\n",
-      " #   Column               Non-Null Count  Dtype  \n",
-      "---  ------               --------------  -----  \n",
-      " 0   EVENT_ID             111 non-null    int64  \n",
-      " 1   CZ_NAME_STR          111 non-null    object \n",
-      " 2   BEGIN_LOCATION       111 non-null    object \n",
-      " 3   BEGIN_DATE           111 non-null    object \n",
-      " 4   BEGIN_TIME           111 non-null    int64  \n",
-      " 5   EVENT_TYPE           111 non-null    object \n",
-      " 6   MAGNITUDE            111 non-null    object \n",
-      " 7   TOR_F_SCALE          111 non-null    object \n",
-      " 8   DEATHS_DIRECT        111 non-null    int64  \n",
-      " 9   INJURIES_DIRECT      111 non-null    int64  \n",
-      " 10  DAMAGE_PROPERTY_NUM  111 non-null    int64  \n",
-      " 11  DAMAGE_CROPS_NUM     111 non-null    int64  \n",
-      " 12  STATE_ABBR           111 non-null    object \n",
-      " 13  CZ_TIMEZONE          111 non-null    object \n",
-      " 14  MAGNITUDE_TYPE       111 non-null    object \n",
-      " 15  EPISODE_ID           111 non-null    int64  \n",
-      " 16  CZ_TYPE              111 non-null    object \n",
-      " 17  CZ_FIPS              111 non-null    int64  \n",
-      " 18  WFO                  111 non-null    object \n",
-      " 19  INJURIES_INDIRECT    111 non-null    int64  \n",
-      " 20  DEATHS_INDIRECT      111 non-null    int64  \n",
-      " 21  SOURCE               111 non-null    object \n",
-      " 22  FLOOD_CAUSE          111 non-null    object \n",
-      " 23  TOR_LENGTH           111 non-null    float64\n",
-      " 24  TOR_WIDTH            111 non-null    float64\n",
-      " 25  BEGIN_RANGE          111 non-null    int64  \n",
-      " 26  BEGIN_AZIMUTH        111 non-null    object \n",
-      " 27  END_RANGE            111 non-null    int64  \n",
-      " 28  END_AZIMUTH          111 non-null    object \n",
-      " 29  END_LOCATION         111 non-null    object \n",
-      " 30  BEGIN_LAT            111 non-null    float64\n",
-      " 31  BEGIN_LON            111 non-null    float64\n",
-      " 32  END_LAT              111 non-null    float64\n",
-      " 33  END_LON              111 non-null    float64\n",
-      " 34  EVENT_NARRATIVE      111 non-null    object \n",
-      " 35  EPISODE_NARRATIVE    111 non-null    object \n",
-      " 36  ABSOLUTE_ROWNUMBER   111 non-null    int64  \n",
-      "dtypes: float64(6), int64(13), object(18)\n",
-      "memory usage: 32.2+ KB\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "info = weather_data.info()\n",
-    "state_occ = weather_data['STATE_ABBR'].value_counts()\n",
-    "df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')"
+    "# info = weather_data.info()\n",
+    "# state_occ = weather_data['STATE_ABBR'].value_counts()\n",
+    "# df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 5,
    "id": "administrative-score",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<class 'pandas.core.frame.DataFrame'>\n",
-      "RangeIndex: 20 entries, 0 to 19\n",
-      "Data columns (total 2 columns):\n",
-      " #   Column  Non-Null Count  Dtype \n",
-      "---  ------  --------------  ----- \n",
-      " 0   states  20 non-null     object\n",
-      " 1   counts  20 non-null     int64 \n",
-      "dtypes: int64(1), object(1)\n",
-      "memory usage: 448.0+ bytes\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "df.info()"
+    "# df.info()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 6,
    "id": "owned-superior",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<folium.map.LayerControl at 0x1284f8050>"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "url = (\n",
-    "    \"https://raw.githubusercontent.com/python-visualization/folium/master/examples/data\"\n",
-    ")\n",
-    "state_geo = f\"{url}/us-states.json\"\n",
+    "# url = (\n",
+    "#     \"https://raw.githubusercontent.com/python-visualization/folium/master/examples/data\"\n",
+    "# )\n",
+    "# state_geo = f\"{url}/us-states.json\"\n",
     "\n",
-    "m = folium.Map(location=location, zoom_start=3)\n",
+    "# m = folium.Map(location=location, zoom_start=3)\n",
     "\n",
-    "folium.Choropleth(\n",
-    "    geo_data=state_geo,\n",
-    "    name=\"choropleth\",\n",
-    "    data=df,\n",
-    "    columns=[\"states\", \"counts\"],\n",
-    "    key_on=\"feature.id\",\n",
-    "    fill_color=\"YlGn\",\n",
-    "    fill_opacity=0.7,\n",
-    "    line_opacity=0.2,\n",
-    "    legend_name=\"Tornado Occurrances\",\n",
-    ").add_to(m)\n",
+    "# folium.Choropleth(\n",
+    "#     geo_data=state_geo,\n",
+    "#     name=\"choropleth\",\n",
+    "#     data=df,\n",
+    "#     columns=[\"states\", \"counts\"],\n",
+    "#     key_on=\"feature.id\",\n",
+    "#     fill_color=\"YlGn\",\n",
+    "#     fill_opacity=0.7,\n",
+    "#     line_opacity=0.2,\n",
+    "#     legend_name=\"Tornado Occurrances\",\n",
+    "# ).add_to(m)\n",
     "\n",
-    "folium.LayerControl().add_to(m)"
+    "# folium.LayerControl().add_to(m)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 7,
    "id": "manufactured-dictionary",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" 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onload=\"this.contentDocument.open();this.contentDocument.write(    decodeURIComponent(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
-      ],
-      "text/plain": [
-       "<folium.folium.Map at 0x129c1ad50>"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "m"
+    "# m"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 8,
    "id": "passive-density",
    "metadata": {},
+   "outputs": [],
+   "source": [
+    "# heat_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "revised-peace",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]\n",
+    "# HeatMap(heat_data).add_to(base_map)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "operating-consideration",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# base_map"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "respected-marketplace",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# base_map.save('heatmap_weather.html')\n",
+    "# base_map.save('choropleth_weather.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "impossible-friday",
+   "metadata": {},
    "outputs": [
     {
      "data": {
@@ -213,158 +163,933 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
+       "      <th>EVENT_ID</th>\n",
+       "      <th>CZ_NAME_STR</th>\n",
+       "      <th>BEGIN_LOCATION</th>\n",
+       "      <th>BEGIN_DATE</th>\n",
+       "      <th>BEGIN_TIME</th>\n",
+       "      <th>EVENT_TYPE</th>\n",
+       "      <th>MAGNITUDE</th>\n",
+       "      <th>TOR_F_SCALE</th>\n",
+       "      <th>DEATHS_DIRECT</th>\n",
+       "      <th>INJURIES_DIRECT</th>\n",
+       "      <th>...</th>\n",
+       "      <th>END_RANGE</th>\n",
+       "      <th>END_AZIMUTH</th>\n",
+       "      <th>END_LOCATION</th>\n",
        "      <th>BEGIN_LAT</th>\n",
        "      <th>BEGIN_LON</th>\n",
+       "      <th>END_LAT</th>\n",
+       "      <th>END_LON</th>\n",
+       "      <th>EVENT_NARRATIVE</th>\n",
+       "      <th>EPISODE_NARRATIVE</th>\n",
+       "      <th>ABSOLUTE_ROWNUMBER</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
+       "      <td>224551</td>\n",
+       "      <td>YAZOO CO.</td>\n",
+       "      <td>ENOLA</td>\n",
+       "      <td>04/24/2010</td>\n",
+       "      <td>1053</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>53</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3</td>\n",
+       "      <td>NNW</td>\n",
+       "      <td>FORDYKE</td>\n",
        "      <td>32.7003</td>\n",
        "      <td>-90.6783</td>\n",
+       "      <td>32.9456</td>\n",
+       "      <td>-90.1539</td>\n",
+       "      <td>The tornado moved out of extreme southeast Sha...</td>\n",
+       "      <td>During the midday hours of April 24th, an inte...</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
+       "      <td>224552</td>\n",
+       "      <td>HOLMES CO.</td>\n",
+       "      <td>ZEIGLERVILLE</td>\n",
+       "      <td>04/24/2010</td>\n",
+       "      <td>1133</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>40</td>\n",
+       "      <td>...</td>\n",
+       "      <td>3</td>\n",
+       "      <td>E</td>\n",
+       "      <td>DURANT</td>\n",
        "      <td>32.9456</td>\n",
        "      <td>-90.1539</td>\n",
+       "      <td>33.0802</td>\n",
+       "      <td>-89.8241</td>\n",
+       "      <td>The tornado continued northeast into rural sou...</td>\n",
+       "      <td>During the midday hours of April 24th, an inte...</td>\n",
+       "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
+       "      <td>220277</td>\n",
+       "      <td>DEKALB CO.</td>\n",
+       "      <td>RODENTOWN</td>\n",
+       "      <td>04/24/2010</td>\n",
+       "      <td>2301</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>5</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1</td>\n",
+       "      <td>ESE</td>\n",
+       "      <td>DOG TOWN</td>\n",
        "      <td>34.2203</td>\n",
        "      <td>-85.9602</td>\n",
+       "      <td>34.3439</td>\n",
+       "      <td>-85.7105</td>\n",
+       "      <td>A long track tornado began it's 16.6 mile path...</td>\n",
+       "      <td>Four damaging tornadoes tore tracks through no...</td>\n",
+       "      <td>3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
+       "      <td>231948</td>\n",
+       "      <td>CLEVELAND CO.</td>\n",
+       "      <td>NORMAN</td>\n",
+       "      <td>05/10/2010</td>\n",
+       "      <td>1632</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>32</td>\n",
+       "      <td>...</td>\n",
+       "      <td>5</td>\n",
+       "      <td>ENE</td>\n",
+       "      <td>LAKE THUNDERBIRD DAM</td>\n",
        "      <td>35.1808</td>\n",
        "      <td>-97.4273</td>\n",
+       "      <td>35.2490</td>\n",
+       "      <td>-97.1420</td>\n",
+       "      <td>This tornado is labeled #J1, and moved into Po...</td>\n",
+       "      <td>A significant outbreak of severe thunderstorms...</td>\n",
+       "      <td>4</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
+       "      <td>231939</td>\n",
+       "      <td>OKLAHOMA CO.</td>\n",
+       "      <td>(TIK)TINKER AFB</td>\n",
+       "      <td>05/10/2010</td>\n",
+       "      <td>1635</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>29</td>\n",
+       "      <td>...</td>\n",
+       "      <td>1</td>\n",
+       "      <td>SSE</td>\n",
+       "      <td>HARRAH</td>\n",
        "      <td>35.3770</td>\n",
        "      <td>-97.3050</td>\n",
+       "      <td>35.4700</td>\n",
+       "      <td>-97.1550</td>\n",
+       "      <td>This tornado is a continuation of the tornado ...</td>\n",
+       "      <td>A significant outbreak of severe thunderstorms...</td>\n",
+       "      <td>5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>106</th>\n",
+       "      <td>902844</td>\n",
+       "      <td>JASPER CO.</td>\n",
+       "      <td>MOSS</td>\n",
+       "      <td>04/12/2020</td>\n",
+       "      <td>1559</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>6</td>\n",
+       "      <td>...</td>\n",
+       "      <td>5</td>\n",
+       "      <td>S</td>\n",
+       "      <td>ORANGE</td>\n",
        "      <td>31.8100</td>\n",
        "      <td>-89.1863</td>\n",
+       "      <td>32.0311</td>\n",
+       "      <td>-88.9125</td>\n",
+       "      <td>This violent, deadly tornado traveled 68 miles...</td>\n",
+       "      <td>An outbreak of severe weather occurred on East...</td>\n",
+       "      <td>107</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>107</th>\n",
+       "      <td>889068</td>\n",
+       "      <td>HAMPTON CO.</td>\n",
+       "      <td>ESTILL MUNI ARPT</td>\n",
+       "      <td>04/13/2020</td>\n",
+       "      <td>510</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>5</td>\n",
+       "      <td>60</td>\n",
+       "      <td>...</td>\n",
+       "      <td>5</td>\n",
+       "      <td>NE</td>\n",
+       "      <td>FECHTIG</td>\n",
        "      <td>32.7045</td>\n",
        "      <td>-81.2899</td>\n",
+       "      <td>32.8290</td>\n",
+       "      <td>-80.9092</td>\n",
+       "      <td>A National Weather Service Storm Survey Team c...</td>\n",
+       "      <td>A severe quasi-linear convective system (QLCS)...</td>\n",
+       "      <td>108</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>108</th>\n",
+       "      <td>899721</td>\n",
+       "      <td>MARION CO.</td>\n",
+       "      <td>ST PAUL</td>\n",
+       "      <td>04/19/2020</td>\n",
+       "      <td>1813</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>4</td>\n",
+       "      <td>E</td>\n",
+       "      <td>PINEBUR</td>\n",
        "      <td>31.0750</td>\n",
        "      <td>-89.9209</td>\n",
+       "      <td>31.1348</td>\n",
+       "      <td>-89.6537</td>\n",
+       "      <td>This violent tornado began over southeastern W...</td>\n",
+       "      <td>A very unstable airmass was in place across th...</td>\n",
+       "      <td>109</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>109</th>\n",
+       "      <td>898306</td>\n",
+       "      <td>GRANT CO.</td>\n",
+       "      <td>ASHBY</td>\n",
+       "      <td>07/08/2020</td>\n",
+       "      <td>1608</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>4</td>\n",
+       "      <td>W</td>\n",
+       "      <td>ASHBY</td>\n",
        "      <td>46.0900</td>\n",
        "      <td>-95.9400</td>\n",
+       "      <td>46.1100</td>\n",
+       "      <td>-95.9000</td>\n",
+       "      <td>This tornado began in Grant County, but after ...</td>\n",
+       "      <td>A lone weak cell appeared on radar at 430 pm C...</td>\n",
+       "      <td>110</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>110</th>\n",
+       "      <td>898307</td>\n",
+       "      <td>OTTER TAIL CO.</td>\n",
+       "      <td>DALTON</td>\n",
+       "      <td>07/08/2020</td>\n",
+       "      <td>1615</td>\n",
+       "      <td>Tornado</td>\n",
+       "      <td></td>\n",
+       "      <td>EF4</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>...</td>\n",
+       "      <td>5</td>\n",
+       "      <td>E</td>\n",
+       "      <td>DALTON</td>\n",
        "      <td>46.1100</td>\n",
        "      <td>-95.9000</td>\n",
+       "      <td>46.1700</td>\n",
+       "      <td>-95.7955</td>\n",
+       "      <td>This tornado began in Grant County, but after ...</td>\n",
+       "      <td>A lone weak cell appeared on radar at 430 pm C...</td>\n",
+       "      <td>111</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>111 rows × 2 columns</p>\n",
+       "<p>111 rows × 37 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "     BEGIN_LAT  BEGIN_LON\n",
-       "0      32.7003   -90.6783\n",
-       "1      32.9456   -90.1539\n",
-       "2      34.2203   -85.9602\n",
-       "3      35.1808   -97.4273\n",
-       "4      35.3770   -97.3050\n",
-       "..         ...        ...\n",
-       "106    31.8100   -89.1863\n",
-       "107    32.7045   -81.2899\n",
-       "108    31.0750   -89.9209\n",
-       "109    46.0900   -95.9400\n",
-       "110    46.1100   -95.9000\n",
+       "     EVENT_ID     CZ_NAME_STR    BEGIN_LOCATION  BEGIN_DATE  BEGIN_TIME  \\\n",
+       "0      224551       YAZOO CO.             ENOLA  04/24/2010        1053   \n",
+       "1      224552      HOLMES CO.      ZEIGLERVILLE  04/24/2010        1133   \n",
+       "2      220277      DEKALB CO.         RODENTOWN  04/24/2010        2301   \n",
+       "3      231948   CLEVELAND CO.            NORMAN  05/10/2010        1632   \n",
+       "4      231939    OKLAHOMA CO.   (TIK)TINKER AFB  05/10/2010        1635   \n",
+       "..        ...             ...               ...         ...         ...   \n",
+       "106    902844      JASPER CO.              MOSS  04/12/2020        1559   \n",
+       "107    889068     HAMPTON CO.  ESTILL MUNI ARPT  04/13/2020         510   \n",
+       "108    899721      MARION CO.           ST PAUL  04/19/2020        1813   \n",
+       "109    898306       GRANT CO.             ASHBY  07/08/2020        1608   \n",
+       "110    898307  OTTER TAIL CO.            DALTON  07/08/2020        1615   \n",
+       "\n",
+       "    EVENT_TYPE MAGNITUDE TOR_F_SCALE  DEATHS_DIRECT  INJURIES_DIRECT  ...  \\\n",
+       "0      Tornado                   EF4              4               53  ...   \n",
+       "1      Tornado                   EF4              1               40  ...   \n",
+       "2      Tornado                   EF4              0                5  ...   \n",
+       "3      Tornado                   EF4              1               32  ...   \n",
+       "4      Tornado                   EF4              2               29  ...   \n",
+       "..         ...       ...         ...            ...              ...  ...   \n",
+       "106    Tornado                   EF4              0                6  ...   \n",
+       "107    Tornado                   EF4              5               60  ...   \n",
+       "108    Tornado                   EF4              1                0  ...   \n",
+       "109    Tornado                   EF4              0                0  ...   \n",
+       "110    Tornado                   EF4              1                2  ...   \n",
+       "\n",
+       "     END_RANGE  END_AZIMUTH          END_LOCATION BEGIN_LAT BEGIN_LON  \\\n",
+       "0            3          NNW               FORDYKE   32.7003  -90.6783   \n",
+       "1            3            E                DURANT   32.9456  -90.1539   \n",
+       "2            1          ESE              DOG TOWN   34.2203  -85.9602   \n",
+       "3            5          ENE  LAKE THUNDERBIRD DAM   35.1808  -97.4273   \n",
+       "4            1          SSE                HARRAH   35.3770  -97.3050   \n",
+       "..         ...          ...                   ...       ...       ...   \n",
+       "106          5            S                ORANGE   31.8100  -89.1863   \n",
+       "107          5           NE               FECHTIG   32.7045  -81.2899   \n",
+       "108          4            E               PINEBUR   31.0750  -89.9209   \n",
+       "109          4            W                 ASHBY   46.0900  -95.9400   \n",
+       "110          5            E                DALTON   46.1100  -95.9000   \n",
+       "\n",
+       "     END_LAT  END_LON                                    EVENT_NARRATIVE  \\\n",
+       "0    32.9456 -90.1539  The tornado moved out of extreme southeast Sha...   \n",
+       "1    33.0802 -89.8241  The tornado continued northeast into rural sou...   \n",
+       "2    34.3439 -85.7105  A long track tornado began it's 16.6 mile path...   \n",
+       "3    35.2490 -97.1420  This tornado is labeled #J1, and moved into Po...   \n",
+       "4    35.4700 -97.1550  This tornado is a continuation of the tornado ...   \n",
+       "..       ...      ...                                                ...   \n",
+       "106  32.0311 -88.9125  This violent, deadly tornado traveled 68 miles...   \n",
+       "107  32.8290 -80.9092  A National Weather Service Storm Survey Team c...   \n",
+       "108  31.1348 -89.6537  This violent tornado began over southeastern W...   \n",
+       "109  46.1100 -95.9000  This tornado began in Grant County, but after ...   \n",
+       "110  46.1700 -95.7955  This tornado began in Grant County, but after ...   \n",
+       "\n",
+       "                                     EPISODE_NARRATIVE  ABSOLUTE_ROWNUMBER  \n",
+       "0    During the midday hours of April 24th, an inte...                   1  \n",
+       "1    During the midday hours of April 24th, an inte...                   2  \n",
+       "2    Four damaging tornadoes tore tracks through no...                   3  \n",
+       "3    A significant outbreak of severe thunderstorms...                   4  \n",
+       "4    A significant outbreak of severe thunderstorms...                   5  \n",
+       "..                                                 ...                 ...  \n",
+       "106  An outbreak of severe weather occurred on East...                 107  \n",
+       "107  A severe quasi-linear convective system (QLCS)...                 108  \n",
+       "108  A very unstable airmass was in place across th...                 109  \n",
+       "109  A lone weak cell appeared on radar at 430 pm C...                 110  \n",
+       "110  A lone weak cell appeared on radar at 430 pm C...                 111  \n",
        "\n",
-       "[111 rows x 2 columns]"
+       "[111 rows x 37 columns]"
       ]
      },
-     "execution_count": 31,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "heat_df"
+    "weather_data"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
-   "id": "revised-peace",
+   "execution_count": 33,
+   "id": "excellent-lobby",
    "metadata": {},
    "outputs": [
     {
      "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>BEGIN_LOCATION</th>\n",
+       "      <th>STATE_ABBR</th>\n",
+       "      <th>BEGIN_DATE</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>ENOLA</td>\n",
+       "      <td>MS</td>\n",
+       "      <td>04/24/2010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>ZEIGLERVILLE</td>\n",
+       "      <td>MS</td>\n",
+       "      <td>04/24/2010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>RODENTOWN</td>\n",
+       "      <td>AL</td>\n",
+       "      <td>04/24/2010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>NORMAN</td>\n",
+       "      <td>OK</td>\n",
+       "      <td>05/10/2010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>(TIK)TINKER AFB</td>\n",
+       "      <td>OK</td>\n",
+       "      <td>05/10/2010</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>106</th>\n",
+       "      <td>MOSS</td>\n",
+       "      <td>MS</td>\n",
+       "      <td>04/12/2020</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>107</th>\n",
+       "      <td>ESTILL MUNI ARPT</td>\n",
+       "      <td>SC</td>\n",
+       "      <td>04/13/2020</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>108</th>\n",
+       "      <td>ST PAUL</td>\n",
+       "      <td>MS</td>\n",
+       "      <td>04/19/2020</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>109</th>\n",
+       "      <td>ASHBY</td>\n",
+       "      <td>MN</td>\n",
+       "      <td>07/08/2020</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>110</th>\n",
+       "      <td>DALTON</td>\n",
+       "      <td>MN</td>\n",
+       "      <td>07/08/2020</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>111 rows × 3 columns</p>\n",
+       "</div>"
+      ],
       "text/plain": [
-       "<folium.plugins.heat_map.HeatMap at 0x129c52b10>"
+       "       BEGIN_LOCATION STATE_ABBR  BEGIN_DATE\n",
+       "0               ENOLA         MS  04/24/2010\n",
+       "1        ZEIGLERVILLE         MS  04/24/2010\n",
+       "2           RODENTOWN         AL  04/24/2010\n",
+       "3              NORMAN         OK  05/10/2010\n",
+       "4     (TIK)TINKER AFB         OK  05/10/2010\n",
+       "..                ...        ...         ...\n",
+       "106              MOSS         MS  04/12/2020\n",
+       "107  ESTILL MUNI ARPT         SC  04/13/2020\n",
+       "108           ST PAUL         MS  04/19/2020\n",
+       "109             ASHBY         MN  07/08/2020\n",
+       "110            DALTON         MN  07/08/2020\n",
+       "\n",
+       "[111 rows x 3 columns]"
       ]
      },
-     "execution_count": 32,
+     "execution_count": 33,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]\n",
-    "HeatMap(heat_data).add_to(base_map)"
+    "weather_data[['BEGIN_LOCATION', 'STATE_ABBR', 'BEGIN_DATE']]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
-   "id": "operating-consideration",
+   "execution_count": 16,
+   "id": "connected-recognition",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather_data[['BEGIN_LOCATION', 'STATE_ABBR', 'BEGIN_DATE']].to_csv('export_dataframe.csv', index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "honest-collector",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather_data['BEGIN_DATE'] = pd.to_datetime(weather_data['BEGIN_DATE'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "solid-discretion",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "from datetime import timedelta\n",
+    "import json\n",
+    "'''\n",
+    "Formatting:\n",
+    "'start': '2010-01-01',\n",
+    "'end': '2018-12-31',\n",
+    "'''\n",
+    "c = 0\n",
+    "frames = []\n",
+    "for index, row in weather_data.iterrows():\n",
+    "    c+=1\n",
+    "    if c>50:\n",
+    "        break\n",
+    "    end_date = row.BEGIN_DATE\n",
+    "    begin_date = end_date - timedelta(weeks=8)\n",
+    "    lat = row.BEGIN_LAT\n",
+    "    lon = row.BEGIN_LON\n",
+    "    r = requests.get('https://api.oikolab.com/weather',\n",
+    "                     params={'param': ['temperature', 'wind_speed', 'surface_solar_radiation', 'relative_humidity', 'surface_pressure', 'total_precipitation'],\n",
+    "                             'start': begin_date,\n",
+    "                             'end': end_date,\n",
+    "                             'freq': 'D',\n",
+    "                             'lat': lat,\n",
+    "                             'lon': lon,\n",
+    "                             'api-key': 'b03998e660494c2e8165d41369c13248'}\n",
+    "                     )\n",
+    "    w_data = json.loads(r.json()['data'])\n",
+    "    history_df = pd.DataFrame(index=pd.to_datetime(w_data['index'], \n",
+    "                                       unit='s'),\n",
+    "                  data=w_data['data'],\n",
+    "                  columns=w_data['columns'])\n",
+    "    history_df['latitude'] = lat\n",
+    "    history_df['longitude'] = lon\n",
+    "    frames.append(history_df)\n",
+    "result = pd.concat(frames)\n",
+    "result.to_csv(\"historical_data.csv\", encoding='utf-8', index=False)\n",
+    "    \n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "atmospheric-andorra",
+   "metadata": {},
+   "source": [
+    "result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "accompanied-franklin",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "id": "inner-hepatitis",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "cosmetic-judges",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result.index.name = 'datetime'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "mediterranean-eleven",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result.to_csv(\"historical_data.csv\", encoding='utf-8')\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "id": "clear-component",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "from datetime import timedelta\n",
+    "import json\n",
+    "from itertools import islice\n",
+    "\n",
+    "'''\n",
+    "Formatting:\n",
+    "'start': '2010-01-01',\n",
+    "'end': '2018-12-31',\n",
+    "'''\n",
+    "c = 0\n",
+    "frames = []\n",
+    "for index, row in islice(weather_data.iterrows(),51,None):\n",
+    "    end_date = row.BEGIN_DATE\n",
+    "    begin_date = end_date - timedelta(weeks=8)\n",
+    "    lat = row.BEGIN_LAT\n",
+    "    lon = row.BEGIN_LON\n",
+    "    r = requests.get('https://api.oikolab.com/weather',\n",
+    "                     params={'param': ['temperature', 'wind_speed', 'surface_solar_radiation', 'relative_humidity', 'surface_pressure', 'total_precipitation'],\n",
+    "                             'start': begin_date,\n",
+    "                             'end': end_date,\n",
+    "                             'freq': 'D',\n",
+    "                             'lat': lat,\n",
+    "                             'lon': lon,\n",
+    "                             'api-key': 'b03998e660494c2e8165d41369c13248'}\n",
+    "                     )\n",
+    "    w_data = json.loads(r.json()['data'])\n",
+    "    history_df = pd.DataFrame(index=pd.to_datetime(w_data['index'], \n",
+    "                                       unit='s'),\n",
+    "                  data=w_data['data'],\n",
+    "                  columns=w_data['columns'])\n",
+    "    history_df['latitude'] = lat\n",
+    "    history_df['longitude'] = lon\n",
+    "    frames.append(history_df)\n",
+    "result2 = pd.concat(frames)\n",
+    "result2.index.name = 'datetime'\n",
+    "result2.to_csv(\"historical_data2.csv\", encoding='utf-8')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "id": "gross-canyon",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/html": [
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onload=\"this.contentDocument.open();this.contentDocument.write(    decodeURIComponent(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>temperature (degC)</th>\n",
+       "      <th>wind_speed (m/s)</th>\n",
+       "      <th>surface_solar_radiation (W/m^2)</th>\n",
+       "      <th>relative_humidity (0-1)</th>\n",
+       "      <th>surface_pressure (Pa)</th>\n",
+       "      <th>total_precipitation (mm of water equivalent)</th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>datetime</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2011-03-02</th>\n",
+       "      <td>15.46</td>\n",
+       "      <td>3.17</td>\n",
+       "      <td>233</td>\n",
+       "      <td>0.53</td>\n",
+       "      <td>100151</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>32.7545</td>\n",
+       "      <td>-85.8826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-03-03</th>\n",
+       "      <td>14.66</td>\n",
+       "      <td>5.03</td>\n",
+       "      <td>150</td>\n",
+       "      <td>0.62</td>\n",
+       "      <td>100264</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>32.7545</td>\n",
+       "      <td>-85.8826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-03-04</th>\n",
+       "      <td>13.80</td>\n",
+       "      <td>4.30</td>\n",
+       "      <td>54</td>\n",
+       "      <td>0.87</td>\n",
+       "      <td>99872</td>\n",
+       "      <td>0.67</td>\n",
+       "      <td>32.7545</td>\n",
+       "      <td>-85.8826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-03-05</th>\n",
+       "      <td>9.99</td>\n",
+       "      <td>2.03</td>\n",
+       "      <td>174</td>\n",
+       "      <td>0.84</td>\n",
+       "      <td>99289</td>\n",
+       "      <td>1.73</td>\n",
+       "      <td>32.7545</td>\n",
+       "      <td>-85.8826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-03-06</th>\n",
+       "      <td>6.34</td>\n",
+       "      <td>1.78</td>\n",
+       "      <td>180</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>99772</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>32.7545</td>\n",
+       "      <td>-85.8826</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-07-04</th>\n",
+       "      <td>26.76</td>\n",
+       "      <td>3.30</td>\n",
+       "      <td>331</td>\n",
+       "      <td>0.61</td>\n",
+       "      <td>97023</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>46.1100</td>\n",
+       "      <td>-95.9000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-07-05</th>\n",
+       "      <td>24.55</td>\n",
+       "      <td>1.61</td>\n",
+       "      <td>233</td>\n",
+       "      <td>0.69</td>\n",
+       "      <td>97004</td>\n",
+       "      <td>0.11</td>\n",
+       "      <td>46.1100</td>\n",
+       "      <td>-95.9000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-07-06</th>\n",
+       "      <td>24.38</td>\n",
+       "      <td>1.65</td>\n",
+       "      <td>287</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>96966</td>\n",
+       "      <td>0.01</td>\n",
+       "      <td>46.1100</td>\n",
+       "      <td>-95.9000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-07-07</th>\n",
+       "      <td>25.59</td>\n",
+       "      <td>3.91</td>\n",
+       "      <td>267</td>\n",
+       "      <td>0.68</td>\n",
+       "      <td>96431</td>\n",
+       "      <td>0.50</td>\n",
+       "      <td>46.1100</td>\n",
+       "      <td>-95.9000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-07-08</th>\n",
+       "      <td>31.23</td>\n",
+       "      <td>1.21</td>\n",
+       "      <td>290</td>\n",
+       "      <td>0.56</td>\n",
+       "      <td>96143</td>\n",
+       "      <td>0.01</td>\n",
+       "      <td>46.1100</td>\n",
+       "      <td>-95.9000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>3420 rows × 8 columns</p>\n",
+       "</div>"
       ],
       "text/plain": [
-       "<folium.folium.Map at 0x127108ed0>"
+       "            temperature (degC)  wind_speed (m/s)  \\\n",
+       "datetime                                           \n",
+       "2011-03-02               15.46              3.17   \n",
+       "2011-03-03               14.66              5.03   \n",
+       "2011-03-04               13.80              4.30   \n",
+       "2011-03-05                9.99              2.03   \n",
+       "2011-03-06                6.34              1.78   \n",
+       "...                        ...               ...   \n",
+       "2020-07-04               26.76              3.30   \n",
+       "2020-07-05               24.55              1.61   \n",
+       "2020-07-06               24.38              1.65   \n",
+       "2020-07-07               25.59              3.91   \n",
+       "2020-07-08               31.23              1.21   \n",
+       "\n",
+       "            surface_solar_radiation (W/m^2)  relative_humidity (0-1)  \\\n",
+       "datetime                                                               \n",
+       "2011-03-02                              233                     0.53   \n",
+       "2011-03-03                              150                     0.62   \n",
+       "2011-03-04                               54                     0.87   \n",
+       "2011-03-05                              174                     0.84   \n",
+       "2011-03-06                              180                     0.68   \n",
+       "...                                     ...                      ...   \n",
+       "2020-07-04                              331                     0.61   \n",
+       "2020-07-05                              233                     0.69   \n",
+       "2020-07-06                              287                     0.68   \n",
+       "2020-07-07                              267                     0.68   \n",
+       "2020-07-08                              290                     0.56   \n",
+       "\n",
+       "            surface_pressure (Pa)  \\\n",
+       "datetime                            \n",
+       "2011-03-02                 100151   \n",
+       "2011-03-03                 100264   \n",
+       "2011-03-04                  99872   \n",
+       "2011-03-05                  99289   \n",
+       "2011-03-06                  99772   \n",
+       "...                           ...   \n",
+       "2020-07-04                  97023   \n",
+       "2020-07-05                  97004   \n",
+       "2020-07-06                  96966   \n",
+       "2020-07-07                  96431   \n",
+       "2020-07-08                  96143   \n",
+       "\n",
+       "            total_precipitation (mm of water equivalent)  latitude  longitude  \n",
+       "datetime                                                                       \n",
+       "2011-03-02                                          0.00   32.7545   -85.8826  \n",
+       "2011-03-03                                          0.00   32.7545   -85.8826  \n",
+       "2011-03-04                                          0.67   32.7545   -85.8826  \n",
+       "2011-03-05                                          1.73   32.7545   -85.8826  \n",
+       "2011-03-06                                          0.00   32.7545   -85.8826  \n",
+       "...                                                  ...       ...        ...  \n",
+       "2020-07-04                                          0.00   46.1100   -95.9000  \n",
+       "2020-07-05                                          0.11   46.1100   -95.9000  \n",
+       "2020-07-06                                          0.01   46.1100   -95.9000  \n",
+       "2020-07-07                                          0.50   46.1100   -95.9000  \n",
+       "2020-07-08                                          0.01   46.1100   -95.9000  \n",
+       "\n",
+       "[3420 rows x 8 columns]"
       ]
      },
-     "execution_count": 33,
+     "execution_count": 49,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "base_map"
+    "result2"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
-   "id": "respected-marketplace",
+   "execution_count": 50,
+   "id": "biological-timothy",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result_fin = pd.concat([result,result2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "advised-theater",
    "metadata": {},
    "outputs": [],
    "source": [
-    "base_map.save('heatmap_weather.html')\n",
-    "base_map.save('choropleth_weather.html')"
+    "result_fin.to_csv(\"historical_data_fin.csv\", encoding='utf-8')"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "impossible-friday",
+   "id": "imposed-jurisdiction",
    "metadata": {},
    "outputs": [],
    "source": []

From b34d00c26e2564b3a4f2395342d50c549372371f Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sun, 28 Feb 2021 00:50:06 -0500
Subject: [PATCH 12/46] python notebook fix

---
 .DS_Store                                     |  Bin 8196 -> 8196 bytes
 NaturalDisasterProject/.DS_Store              |  Bin 6148 -> 6148 bytes
 .../Deliverable_1/weather_data_scripts.ipynb  |  233 ++++
 .../weather_data_transforming.ipynb           | 1119 -----------------
 4 files changed, 233 insertions(+), 1119 deletions(-)
 create mode 100644 NaturalDisasterProject/Deliverable_1/weather_data_scripts.ipynb
 delete mode 100644 NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb

diff --git a/.DS_Store b/.DS_Store
index 33a087ec5ca6398fdde57b3d0376843cada3caaa..7add333b4740c32b5e02b353d605668c02087f1b 100644
GIT binary patch
delta 61
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B6JP)U

delta 86
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NW|wefC8W%b2>|WJ91#Ej

diff --git a/NaturalDisasterProject/.DS_Store b/NaturalDisasterProject/.DS_Store
index 7058c63ac89d8cec35d8378d42d0a5fbfd12a965..8c997c13430072c16c73461441f811642df87b65 100644
GIT binary patch
delta 65
zcmZoMXfc@J&&ahgU^g=(*Jd7;ON`3A3@!|*3^@#$3}ryNh#`?73CK%jh-WZNDNfEw
S%FoZ)e2bNhX)`;=Uw!~9g%OMZ

delta 32
ocmZoMXfc@J&&atkU^g=(=Vl(3ON^UY*_fCnHmGlA=lIJH0H3D`c>n+a

diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_scripts.ipynb b/NaturalDisasterProject/Deliverable_1/weather_data_scripts.ipynb
new file mode 100644
index 00000000..b31498ee
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/weather_data_scripts.ipynb
@@ -0,0 +1,233 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "solid-order",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import folium\n",
+    "from folium.plugins import HeatMap\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import os\n",
+    "current_directory = os.getcwd()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "another-fetish",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "location=[32.7003, -90.6783]\n",
+    "weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')\n",
+    "# folium.Map(location=location, zoom_start=3)\n",
+    "# heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]\n",
+    "# heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])\n",
+    "# HeatMap(data=weather_data.groupby(['BEGIN_LAT', 'BEGIN_LON']).mean().reset_index().values.tolist(), radius=8, max_zoom=4).add_to(base_map)\n",
+    "# base_map.save('tornado_heat_map.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "geological-directory",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# info = weather_data.info()\n",
+    "# state_occ = weather_data['STATE_ABBR'].value_counts()\n",
+    "# df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "developmental-lambda",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# url = (\n",
+    "#     \"https://raw.githubusercontent.com/python-visualization/folium/master/examples/data\"\n",
+    "# )\n",
+    "# state_geo = f\"{url}/us-states.json\"\n",
+    "\n",
+    "# m = folium.Map(location=location, zoom_start=3)\n",
+    "\n",
+    "# folium.Choropleth(\n",
+    "#     geo_data=state_geo,\n",
+    "#     name=\"choropleth\",\n",
+    "#     data=df,\n",
+    "#     columns=[\"states\", \"counts\"],\n",
+    "#     key_on=\"feature.id\",\n",
+    "#     fill_color=\"YlGn\",\n",
+    "#     fill_opacity=0.7,\n",
+    "#     line_opacity=0.2,\n",
+    "#     legend_name=\"Tornado Occurrances\",\n",
+    "# ).add_to(m)\n",
+    "\n",
+    "# folium.LayerControl().add_to(m)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "crude-softball",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]\n",
+    "# HeatMap(heat_data).add_to(base_map)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "animal-overall",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# base_map.save('heatmap_weather.html')\n",
+    "# base_map.save('choropleth_weather.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "unique-panel",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather_data['BEGIN_DATE'] = pd.to_datetime(weather_data['BEGIN_DATE'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "purple-permit",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "from datetime import timedelta\n",
+    "import json\n",
+    "'''\n",
+    "Formatting:\n",
+    "'start': '2010-01-01',\n",
+    "'end': '2018-12-31',\n",
+    "'''\n",
+    "c = 0\n",
+    "frames = []\n",
+    "for index, row in weather_data.iterrows():\n",
+    "    c+=1\n",
+    "    if c>50:\n",
+    "        break\n",
+    "    end_date = row.BEGIN_DATE\n",
+    "    begin_date = end_date - timedelta(weeks=8)\n",
+    "    lat = row.BEGIN_LAT\n",
+    "    lon = row.BEGIN_LON\n",
+    "    r = requests.get('https://api.oikolab.com/weather',\n",
+    "                     params={'param': ['temperature', 'wind_speed', 'surface_solar_radiation', 'relative_humidity', 'surface_pressure', 'total_precipitation'],\n",
+    "                             'start': begin_date,\n",
+    "                             'end': end_date,\n",
+    "                             'freq': 'D',\n",
+    "                             'lat': lat,\n",
+    "                             'lon': lon,\n",
+    "                             'api-key': 'b03998e660494c2e8165d41369c13248'}\n",
+    "                     )\n",
+    "    w_data = json.loads(r.json()['data'])\n",
+    "    history_df = pd.DataFrame(index=pd.to_datetime(w_data['index'], \n",
+    "                                       unit='s'),\n",
+    "                  data=w_data['data'],\n",
+    "                  columns=w_data['columns'])\n",
+    "    history_df['latitude'] = lat\n",
+    "    history_df['longitude'] = lon\n",
+    "    frames.append(history_df)\n",
+    "result = pd.concat(frames)\n",
+    "result.index.name = 'datetime'\n",
+    "result.to_csv(\"historical_data.csv\", encoding='utf-8', index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "liquid-contrast",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "from datetime import timedelta\n",
+    "import json\n",
+    "from itertools import islice\n",
+    "\n",
+    "'''\n",
+    "Formatting:\n",
+    "'start': '2010-01-01',\n",
+    "'end': '2018-12-31',\n",
+    "'''\n",
+    "c = 0\n",
+    "frames = []\n",
+    "for index, row in islice(weather_data.iterrows(),51,None):\n",
+    "    end_date = row.BEGIN_DATE\n",
+    "    begin_date = end_date - timedelta(weeks=8)\n",
+    "    lat = row.BEGIN_LAT\n",
+    "    lon = row.BEGIN_LON\n",
+    "    r = requests.get('https://api.oikolab.com/weather',\n",
+    "                     params={'param': ['temperature', 'wind_speed', 'surface_solar_radiation', 'relative_humidity', 'surface_pressure', 'total_precipitation'],\n",
+    "                             'start': begin_date,\n",
+    "                             'end': end_date,\n",
+    "                             'freq': 'D',\n",
+    "                             'lat': lat,\n",
+    "                             'lon': lon,\n",
+    "                             'api-key': 'b03998e660494c2e8165d41369c13248'}\n",
+    "                     )\n",
+    "    w_data = json.loads(r.json()['data'])\n",
+    "    history_df = pd.DataFrame(index=pd.to_datetime(w_data['index'], \n",
+    "                                       unit='s'),\n",
+    "                  data=w_data['data'],\n",
+    "                  columns=w_data['columns'])\n",
+    "    history_df['latitude'] = lat\n",
+    "    history_df['longitude'] = lon\n",
+    "    frames.append(history_df)\n",
+    "result2 = pd.concat(frames)\n",
+    "result2.index.name = 'datetime'\n",
+    "result2.to_csv(\"historical_data2.csv\", encoding='utf-8')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "composed-fifteen",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result_fin = pd.concat([result,result2])\n",
+    "result_fin.to_csv(\"historical_data_fin.csv\", encoding='utf-8')\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb b/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
deleted file mode 100644
index ec14c01e..00000000
--- a/NaturalDisasterProject/Deliverable_1/weather_data_transforming.ipynb
+++ /dev/null
@@ -1,1119 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "id": "beneficial-storm",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import folium\n",
-    "from folium.plugins import HeatMap\n",
-    "import numpy as np\n",
-    "import pandas as pd\n",
-    "import os\n",
-    "current_directory = os.getcwd()\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "id": "bigger-standing",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "\n",
-    "location=[32.7003, -90.6783]\n",
-    "weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')\n",
-    "# folium.Map(location=location, zoom_start=3)\n",
-    "# heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]\n",
-    "# heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])\n",
-    "# HeatMap(data=weather_data.groupby(['BEGIN_LAT', 'BEGIN_LON']).mean().reset_index().values.tolist(), radius=8, max_zoom=4).add_to(base_map)\n",
-    "# base_map.save('tornado_heat_map.html')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "prospective-career",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# info = weather_data.info()\n",
-    "# state_occ = weather_data['STATE_ABBR'].value_counts()\n",
-    "# df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "administrative-score",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# df.info()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "owned-superior",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# url = (\n",
-    "#     \"https://raw.githubusercontent.com/python-visualization/folium/master/examples/data\"\n",
-    "# )\n",
-    "# state_geo = f\"{url}/us-states.json\"\n",
-    "\n",
-    "# m = folium.Map(location=location, zoom_start=3)\n",
-    "\n",
-    "# folium.Choropleth(\n",
-    "#     geo_data=state_geo,\n",
-    "#     name=\"choropleth\",\n",
-    "#     data=df,\n",
-    "#     columns=[\"states\", \"counts\"],\n",
-    "#     key_on=\"feature.id\",\n",
-    "#     fill_color=\"YlGn\",\n",
-    "#     fill_opacity=0.7,\n",
-    "#     line_opacity=0.2,\n",
-    "#     legend_name=\"Tornado Occurrances\",\n",
-    "# ).add_to(m)\n",
-    "\n",
-    "# folium.LayerControl().add_to(m)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "manufactured-dictionary",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# m"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "passive-density",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# heat_df"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "revised-peace",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]\n",
-    "# HeatMap(heat_data).add_to(base_map)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "operating-consideration",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# base_map"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "respected-marketplace",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# base_map.save('heatmap_weather.html')\n",
-    "# base_map.save('choropleth_weather.html')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "id": "impossible-friday",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>EVENT_ID</th>\n",
-       "      <th>CZ_NAME_STR</th>\n",
-       "      <th>BEGIN_LOCATION</th>\n",
-       "      <th>BEGIN_DATE</th>\n",
-       "      <th>BEGIN_TIME</th>\n",
-       "      <th>EVENT_TYPE</th>\n",
-       "      <th>MAGNITUDE</th>\n",
-       "      <th>TOR_F_SCALE</th>\n",
-       "      <th>DEATHS_DIRECT</th>\n",
-       "      <th>INJURIES_DIRECT</th>\n",
-       "      <th>...</th>\n",
-       "      <th>END_RANGE</th>\n",
-       "      <th>END_AZIMUTH</th>\n",
-       "      <th>END_LOCATION</th>\n",
-       "      <th>BEGIN_LAT</th>\n",
-       "      <th>BEGIN_LON</th>\n",
-       "      <th>END_LAT</th>\n",
-       "      <th>END_LON</th>\n",
-       "      <th>EVENT_NARRATIVE</th>\n",
-       "      <th>EPISODE_NARRATIVE</th>\n",
-       "      <th>ABSOLUTE_ROWNUMBER</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>224551</td>\n",
-       "      <td>YAZOO CO.</td>\n",
-       "      <td>ENOLA</td>\n",
-       "      <td>04/24/2010</td>\n",
-       "      <td>1053</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>53</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3</td>\n",
-       "      <td>NNW</td>\n",
-       "      <td>FORDYKE</td>\n",
-       "      <td>32.7003</td>\n",
-       "      <td>-90.6783</td>\n",
-       "      <td>32.9456</td>\n",
-       "      <td>-90.1539</td>\n",
-       "      <td>The tornado moved out of extreme southeast Sha...</td>\n",
-       "      <td>During the midday hours of April 24th, an inte...</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>224552</td>\n",
-       "      <td>HOLMES CO.</td>\n",
-       "      <td>ZEIGLERVILLE</td>\n",
-       "      <td>04/24/2010</td>\n",
-       "      <td>1133</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>1</td>\n",
-       "      <td>40</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3</td>\n",
-       "      <td>E</td>\n",
-       "      <td>DURANT</td>\n",
-       "      <td>32.9456</td>\n",
-       "      <td>-90.1539</td>\n",
-       "      <td>33.0802</td>\n",
-       "      <td>-89.8241</td>\n",
-       "      <td>The tornado continued northeast into rural sou...</td>\n",
-       "      <td>During the midday hours of April 24th, an inte...</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>220277</td>\n",
-       "      <td>DEKALB CO.</td>\n",
-       "      <td>RODENTOWN</td>\n",
-       "      <td>04/24/2010</td>\n",
-       "      <td>2301</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>5</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>ESE</td>\n",
-       "      <td>DOG TOWN</td>\n",
-       "      <td>34.2203</td>\n",
-       "      <td>-85.9602</td>\n",
-       "      <td>34.3439</td>\n",
-       "      <td>-85.7105</td>\n",
-       "      <td>A long track tornado began it's 16.6 mile path...</td>\n",
-       "      <td>Four damaging tornadoes tore tracks through no...</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>231948</td>\n",
-       "      <td>CLEVELAND CO.</td>\n",
-       "      <td>NORMAN</td>\n",
-       "      <td>05/10/2010</td>\n",
-       "      <td>1632</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>1</td>\n",
-       "      <td>32</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5</td>\n",
-       "      <td>ENE</td>\n",
-       "      <td>LAKE THUNDERBIRD DAM</td>\n",
-       "      <td>35.1808</td>\n",
-       "      <td>-97.4273</td>\n",
-       "      <td>35.2490</td>\n",
-       "      <td>-97.1420</td>\n",
-       "      <td>This tornado is labeled #J1, and moved into Po...</td>\n",
-       "      <td>A significant outbreak of severe thunderstorms...</td>\n",
-       "      <td>4</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>231939</td>\n",
-       "      <td>OKLAHOMA CO.</td>\n",
-       "      <td>(TIK)TINKER AFB</td>\n",
-       "      <td>05/10/2010</td>\n",
-       "      <td>1635</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>2</td>\n",
-       "      <td>29</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>SSE</td>\n",
-       "      <td>HARRAH</td>\n",
-       "      <td>35.3770</td>\n",
-       "      <td>-97.3050</td>\n",
-       "      <td>35.4700</td>\n",
-       "      <td>-97.1550</td>\n",
-       "      <td>This tornado is a continuation of the tornado ...</td>\n",
-       "      <td>A significant outbreak of severe thunderstorms...</td>\n",
-       "      <td>5</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>106</th>\n",
-       "      <td>902844</td>\n",
-       "      <td>JASPER CO.</td>\n",
-       "      <td>MOSS</td>\n",
-       "      <td>04/12/2020</td>\n",
-       "      <td>1559</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>6</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5</td>\n",
-       "      <td>S</td>\n",
-       "      <td>ORANGE</td>\n",
-       "      <td>31.8100</td>\n",
-       "      <td>-89.1863</td>\n",
-       "      <td>32.0311</td>\n",
-       "      <td>-88.9125</td>\n",
-       "      <td>This violent, deadly tornado traveled 68 miles...</td>\n",
-       "      <td>An outbreak of severe weather occurred on East...</td>\n",
-       "      <td>107</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>107</th>\n",
-       "      <td>889068</td>\n",
-       "      <td>HAMPTON CO.</td>\n",
-       "      <td>ESTILL MUNI ARPT</td>\n",
-       "      <td>04/13/2020</td>\n",
-       "      <td>510</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>5</td>\n",
-       "      <td>60</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5</td>\n",
-       "      <td>NE</td>\n",
-       "      <td>FECHTIG</td>\n",
-       "      <td>32.7045</td>\n",
-       "      <td>-81.2899</td>\n",
-       "      <td>32.8290</td>\n",
-       "      <td>-80.9092</td>\n",
-       "      <td>A National Weather Service Storm Survey Team c...</td>\n",
-       "      <td>A severe quasi-linear convective system (QLCS)...</td>\n",
-       "      <td>108</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>108</th>\n",
-       "      <td>899721</td>\n",
-       "      <td>MARION CO.</td>\n",
-       "      <td>ST PAUL</td>\n",
-       "      <td>04/19/2020</td>\n",
-       "      <td>1813</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4</td>\n",
-       "      <td>E</td>\n",
-       "      <td>PINEBUR</td>\n",
-       "      <td>31.0750</td>\n",
-       "      <td>-89.9209</td>\n",
-       "      <td>31.1348</td>\n",
-       "      <td>-89.6537</td>\n",
-       "      <td>This violent tornado began over southeastern W...</td>\n",
-       "      <td>A very unstable airmass was in place across th...</td>\n",
-       "      <td>109</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>109</th>\n",
-       "      <td>898306</td>\n",
-       "      <td>GRANT CO.</td>\n",
-       "      <td>ASHBY</td>\n",
-       "      <td>07/08/2020</td>\n",
-       "      <td>1608</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4</td>\n",
-       "      <td>W</td>\n",
-       "      <td>ASHBY</td>\n",
-       "      <td>46.0900</td>\n",
-       "      <td>-95.9400</td>\n",
-       "      <td>46.1100</td>\n",
-       "      <td>-95.9000</td>\n",
-       "      <td>This tornado began in Grant County, but after ...</td>\n",
-       "      <td>A lone weak cell appeared on radar at 430 pm C...</td>\n",
-       "      <td>110</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>110</th>\n",
-       "      <td>898307</td>\n",
-       "      <td>OTTER TAIL CO.</td>\n",
-       "      <td>DALTON</td>\n",
-       "      <td>07/08/2020</td>\n",
-       "      <td>1615</td>\n",
-       "      <td>Tornado</td>\n",
-       "      <td></td>\n",
-       "      <td>EF4</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5</td>\n",
-       "      <td>E</td>\n",
-       "      <td>DALTON</td>\n",
-       "      <td>46.1100</td>\n",
-       "      <td>-95.9000</td>\n",
-       "      <td>46.1700</td>\n",
-       "      <td>-95.7955</td>\n",
-       "      <td>This tornado began in Grant County, but after ...</td>\n",
-       "      <td>A lone weak cell appeared on radar at 430 pm C...</td>\n",
-       "      <td>111</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>111 rows × 37 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "     EVENT_ID     CZ_NAME_STR    BEGIN_LOCATION  BEGIN_DATE  BEGIN_TIME  \\\n",
-       "0      224551       YAZOO CO.             ENOLA  04/24/2010        1053   \n",
-       "1      224552      HOLMES CO.      ZEIGLERVILLE  04/24/2010        1133   \n",
-       "2      220277      DEKALB CO.         RODENTOWN  04/24/2010        2301   \n",
-       "3      231948   CLEVELAND CO.            NORMAN  05/10/2010        1632   \n",
-       "4      231939    OKLAHOMA CO.   (TIK)TINKER AFB  05/10/2010        1635   \n",
-       "..        ...             ...               ...         ...         ...   \n",
-       "106    902844      JASPER CO.              MOSS  04/12/2020        1559   \n",
-       "107    889068     HAMPTON CO.  ESTILL MUNI ARPT  04/13/2020         510   \n",
-       "108    899721      MARION CO.           ST PAUL  04/19/2020        1813   \n",
-       "109    898306       GRANT CO.             ASHBY  07/08/2020        1608   \n",
-       "110    898307  OTTER TAIL CO.            DALTON  07/08/2020        1615   \n",
-       "\n",
-       "    EVENT_TYPE MAGNITUDE TOR_F_SCALE  DEATHS_DIRECT  INJURIES_DIRECT  ...  \\\n",
-       "0      Tornado                   EF4              4               53  ...   \n",
-       "1      Tornado                   EF4              1               40  ...   \n",
-       "2      Tornado                   EF4              0                5  ...   \n",
-       "3      Tornado                   EF4              1               32  ...   \n",
-       "4      Tornado                   EF4              2               29  ...   \n",
-       "..         ...       ...         ...            ...              ...  ...   \n",
-       "106    Tornado                   EF4              0                6  ...   \n",
-       "107    Tornado                   EF4              5               60  ...   \n",
-       "108    Tornado                   EF4              1                0  ...   \n",
-       "109    Tornado                   EF4              0                0  ...   \n",
-       "110    Tornado                   EF4              1                2  ...   \n",
-       "\n",
-       "     END_RANGE  END_AZIMUTH          END_LOCATION BEGIN_LAT BEGIN_LON  \\\n",
-       "0            3          NNW               FORDYKE   32.7003  -90.6783   \n",
-       "1            3            E                DURANT   32.9456  -90.1539   \n",
-       "2            1          ESE              DOG TOWN   34.2203  -85.9602   \n",
-       "3            5          ENE  LAKE THUNDERBIRD DAM   35.1808  -97.4273   \n",
-       "4            1          SSE                HARRAH   35.3770  -97.3050   \n",
-       "..         ...          ...                   ...       ...       ...   \n",
-       "106          5            S                ORANGE   31.8100  -89.1863   \n",
-       "107          5           NE               FECHTIG   32.7045  -81.2899   \n",
-       "108          4            E               PINEBUR   31.0750  -89.9209   \n",
-       "109          4            W                 ASHBY   46.0900  -95.9400   \n",
-       "110          5            E                DALTON   46.1100  -95.9000   \n",
-       "\n",
-       "     END_LAT  END_LON                                    EVENT_NARRATIVE  \\\n",
-       "0    32.9456 -90.1539  The tornado moved out of extreme southeast Sha...   \n",
-       "1    33.0802 -89.8241  The tornado continued northeast into rural sou...   \n",
-       "2    34.3439 -85.7105  A long track tornado began it's 16.6 mile path...   \n",
-       "3    35.2490 -97.1420  This tornado is labeled #J1, and moved into Po...   \n",
-       "4    35.4700 -97.1550  This tornado is a continuation of the tornado ...   \n",
-       "..       ...      ...                                                ...   \n",
-       "106  32.0311 -88.9125  This violent, deadly tornado traveled 68 miles...   \n",
-       "107  32.8290 -80.9092  A National Weather Service Storm Survey Team c...   \n",
-       "108  31.1348 -89.6537  This violent tornado began over southeastern W...   \n",
-       "109  46.1100 -95.9000  This tornado began in Grant County, but after ...   \n",
-       "110  46.1700 -95.7955  This tornado began in Grant County, but after ...   \n",
-       "\n",
-       "                                     EPISODE_NARRATIVE  ABSOLUTE_ROWNUMBER  \n",
-       "0    During the midday hours of April 24th, an inte...                   1  \n",
-       "1    During the midday hours of April 24th, an inte...                   2  \n",
-       "2    Four damaging tornadoes tore tracks through no...                   3  \n",
-       "3    A significant outbreak of severe thunderstorms...                   4  \n",
-       "4    A significant outbreak of severe thunderstorms...                   5  \n",
-       "..                                                 ...                 ...  \n",
-       "106  An outbreak of severe weather occurred on East...                 107  \n",
-       "107  A severe quasi-linear convective system (QLCS)...                 108  \n",
-       "108  A very unstable airmass was in place across th...                 109  \n",
-       "109  A lone weak cell appeared on radar at 430 pm C...                 110  \n",
-       "110  A lone weak cell appeared on radar at 430 pm C...                 111  \n",
-       "\n",
-       "[111 rows x 37 columns]"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "weather_data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "id": "excellent-lobby",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>BEGIN_LOCATION</th>\n",
-       "      <th>STATE_ABBR</th>\n",
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-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>ENOLA</td>\n",
-       "      <td>MS</td>\n",
-       "      <td>04/24/2010</td>\n",
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-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>ZEIGLERVILLE</td>\n",
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-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>RODENTOWN</td>\n",
-       "      <td>AL</td>\n",
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-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>NORMAN</td>\n",
-       "      <td>OK</td>\n",
-       "      <td>05/10/2010</td>\n",
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-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>(TIK)TINKER AFB</td>\n",
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-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
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-       "      <td>...</td>\n",
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-       "    <tr>\n",
-       "      <th>106</th>\n",
-       "      <td>MOSS</td>\n",
-       "      <td>MS</td>\n",
-       "      <td>04/12/2020</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>107</th>\n",
-       "      <td>ESTILL MUNI ARPT</td>\n",
-       "      <td>SC</td>\n",
-       "      <td>04/13/2020</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>108</th>\n",
-       "      <td>ST PAUL</td>\n",
-       "      <td>MS</td>\n",
-       "      <td>04/19/2020</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>109</th>\n",
-       "      <td>ASHBY</td>\n",
-       "      <td>MN</td>\n",
-       "      <td>07/08/2020</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>110</th>\n",
-       "      <td>DALTON</td>\n",
-       "      <td>MN</td>\n",
-       "      <td>07/08/2020</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>111 rows × 3 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       BEGIN_LOCATION STATE_ABBR  BEGIN_DATE\n",
-       "0               ENOLA         MS  04/24/2010\n",
-       "1        ZEIGLERVILLE         MS  04/24/2010\n",
-       "2           RODENTOWN         AL  04/24/2010\n",
-       "3              NORMAN         OK  05/10/2010\n",
-       "4     (TIK)TINKER AFB         OK  05/10/2010\n",
-       "..                ...        ...         ...\n",
-       "106              MOSS         MS  04/12/2020\n",
-       "107  ESTILL MUNI ARPT         SC  04/13/2020\n",
-       "108           ST PAUL         MS  04/19/2020\n",
-       "109             ASHBY         MN  07/08/2020\n",
-       "110            DALTON         MN  07/08/2020\n",
-       "\n",
-       "[111 rows x 3 columns]"
-      ]
-     },
-     "execution_count": 33,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "weather_data[['BEGIN_LOCATION', 'STATE_ABBR', 'BEGIN_DATE']]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "connected-recognition",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "weather_data[['BEGIN_LOCATION', 'STATE_ABBR', 'BEGIN_DATE']].to_csv('export_dataframe.csv', index=False)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "id": "honest-collector",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "weather_data['BEGIN_DATE'] = pd.to_datetime(weather_data['BEGIN_DATE'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 40,
-   "id": "solid-discretion",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import requests\n",
-    "from datetime import timedelta\n",
-    "import json\n",
-    "'''\n",
-    "Formatting:\n",
-    "'start': '2010-01-01',\n",
-    "'end': '2018-12-31',\n",
-    "'''\n",
-    "c = 0\n",
-    "frames = []\n",
-    "for index, row in weather_data.iterrows():\n",
-    "    c+=1\n",
-    "    if c>50:\n",
-    "        break\n",
-    "    end_date = row.BEGIN_DATE\n",
-    "    begin_date = end_date - timedelta(weeks=8)\n",
-    "    lat = row.BEGIN_LAT\n",
-    "    lon = row.BEGIN_LON\n",
-    "    r = requests.get('https://api.oikolab.com/weather',\n",
-    "                     params={'param': ['temperature', 'wind_speed', 'surface_solar_radiation', 'relative_humidity', 'surface_pressure', 'total_precipitation'],\n",
-    "                             'start': begin_date,\n",
-    "                             'end': end_date,\n",
-    "                             'freq': 'D',\n",
-    "                             'lat': lat,\n",
-    "                             'lon': lon,\n",
-    "                             'api-key': 'b03998e660494c2e8165d41369c13248'}\n",
-    "                     )\n",
-    "    w_data = json.loads(r.json()['data'])\n",
-    "    history_df = pd.DataFrame(index=pd.to_datetime(w_data['index'], \n",
-    "                                       unit='s'),\n",
-    "                  data=w_data['data'],\n",
-    "                  columns=w_data['columns'])\n",
-    "    history_df['latitude'] = lat\n",
-    "    history_df['longitude'] = lon\n",
-    "    frames.append(history_df)\n",
-    "result = pd.concat(frames)\n",
-    "result.to_csv(\"historical_data.csv\", encoding='utf-8', index=False)\n",
-    "    \n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "raw",
-   "id": "atmospheric-andorra",
-   "metadata": {},
-   "source": [
-    "result"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 38,
-   "id": "accompanied-franklin",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 44,
-   "id": "inner-hepatitis",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 45,
-   "id": "cosmetic-judges",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "result.index.name = 'datetime'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 47,
-   "id": "mediterranean-eleven",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "result.to_csv(\"historical_data.csv\", encoding='utf-8')\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 48,
-   "id": "clear-component",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import requests\n",
-    "from datetime import timedelta\n",
-    "import json\n",
-    "from itertools import islice\n",
-    "\n",
-    "'''\n",
-    "Formatting:\n",
-    "'start': '2010-01-01',\n",
-    "'end': '2018-12-31',\n",
-    "'''\n",
-    "c = 0\n",
-    "frames = []\n",
-    "for index, row in islice(weather_data.iterrows(),51,None):\n",
-    "    end_date = row.BEGIN_DATE\n",
-    "    begin_date = end_date - timedelta(weeks=8)\n",
-    "    lat = row.BEGIN_LAT\n",
-    "    lon = row.BEGIN_LON\n",
-    "    r = requests.get('https://api.oikolab.com/weather',\n",
-    "                     params={'param': ['temperature', 'wind_speed', 'surface_solar_radiation', 'relative_humidity', 'surface_pressure', 'total_precipitation'],\n",
-    "                             'start': begin_date,\n",
-    "                             'end': end_date,\n",
-    "                             'freq': 'D',\n",
-    "                             'lat': lat,\n",
-    "                             'lon': lon,\n",
-    "                             'api-key': 'b03998e660494c2e8165d41369c13248'}\n",
-    "                     )\n",
-    "    w_data = json.loads(r.json()['data'])\n",
-    "    history_df = pd.DataFrame(index=pd.to_datetime(w_data['index'], \n",
-    "                                       unit='s'),\n",
-    "                  data=w_data['data'],\n",
-    "                  columns=w_data['columns'])\n",
-    "    history_df['latitude'] = lat\n",
-    "    history_df['longitude'] = lon\n",
-    "    frames.append(history_df)\n",
-    "result2 = pd.concat(frames)\n",
-    "result2.index.name = 'datetime'\n",
-    "result2.to_csv(\"historical_data2.csv\", encoding='utf-8')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 49,
-   "id": "gross-canyon",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>temperature (degC)</th>\n",
-       "      <th>wind_speed (m/s)</th>\n",
-       "      <th>surface_solar_radiation (W/m^2)</th>\n",
-       "      <th>relative_humidity (0-1)</th>\n",
-       "      <th>surface_pressure (Pa)</th>\n",
-       "      <th>total_precipitation (mm of water equivalent)</th>\n",
-       "      <th>latitude</th>\n",
-       "      <th>longitude</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>datetime</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>2011-03-02</th>\n",
-       "      <td>15.46</td>\n",
-       "      <td>3.17</td>\n",
-       "      <td>233</td>\n",
-       "      <td>0.53</td>\n",
-       "      <td>100151</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>32.7545</td>\n",
-       "      <td>-85.8826</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2011-03-03</th>\n",
-       "      <td>14.66</td>\n",
-       "      <td>5.03</td>\n",
-       "      <td>150</td>\n",
-       "      <td>0.62</td>\n",
-       "      <td>100264</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>32.7545</td>\n",
-       "      <td>-85.8826</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2011-03-04</th>\n",
-       "      <td>13.80</td>\n",
-       "      <td>4.30</td>\n",
-       "      <td>54</td>\n",
-       "      <td>0.87</td>\n",
-       "      <td>99872</td>\n",
-       "      <td>0.67</td>\n",
-       "      <td>32.7545</td>\n",
-       "      <td>-85.8826</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2011-03-05</th>\n",
-       "      <td>9.99</td>\n",
-       "      <td>2.03</td>\n",
-       "      <td>174</td>\n",
-       "      <td>0.84</td>\n",
-       "      <td>99289</td>\n",
-       "      <td>1.73</td>\n",
-       "      <td>32.7545</td>\n",
-       "      <td>-85.8826</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2011-03-06</th>\n",
-       "      <td>6.34</td>\n",
-       "      <td>1.78</td>\n",
-       "      <td>180</td>\n",
-       "      <td>0.68</td>\n",
-       "      <td>99772</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>32.7545</td>\n",
-       "      <td>-85.8826</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2020-07-04</th>\n",
-       "      <td>26.76</td>\n",
-       "      <td>3.30</td>\n",
-       "      <td>331</td>\n",
-       "      <td>0.61</td>\n",
-       "      <td>97023</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>46.1100</td>\n",
-       "      <td>-95.9000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2020-07-05</th>\n",
-       "      <td>24.55</td>\n",
-       "      <td>1.61</td>\n",
-       "      <td>233</td>\n",
-       "      <td>0.69</td>\n",
-       "      <td>97004</td>\n",
-       "      <td>0.11</td>\n",
-       "      <td>46.1100</td>\n",
-       "      <td>-95.9000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2020-07-06</th>\n",
-       "      <td>24.38</td>\n",
-       "      <td>1.65</td>\n",
-       "      <td>287</td>\n",
-       "      <td>0.68</td>\n",
-       "      <td>96966</td>\n",
-       "      <td>0.01</td>\n",
-       "      <td>46.1100</td>\n",
-       "      <td>-95.9000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2020-07-07</th>\n",
-       "      <td>25.59</td>\n",
-       "      <td>3.91</td>\n",
-       "      <td>267</td>\n",
-       "      <td>0.68</td>\n",
-       "      <td>96431</td>\n",
-       "      <td>0.50</td>\n",
-       "      <td>46.1100</td>\n",
-       "      <td>-95.9000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2020-07-08</th>\n",
-       "      <td>31.23</td>\n",
-       "      <td>1.21</td>\n",
-       "      <td>290</td>\n",
-       "      <td>0.56</td>\n",
-       "      <td>96143</td>\n",
-       "      <td>0.01</td>\n",
-       "      <td>46.1100</td>\n",
-       "      <td>-95.9000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>3420 rows × 8 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "            temperature (degC)  wind_speed (m/s)  \\\n",
-       "datetime                                           \n",
-       "2011-03-02               15.46              3.17   \n",
-       "2011-03-03               14.66              5.03   \n",
-       "2011-03-04               13.80              4.30   \n",
-       "2011-03-05                9.99              2.03   \n",
-       "2011-03-06                6.34              1.78   \n",
-       "...                        ...               ...   \n",
-       "2020-07-04               26.76              3.30   \n",
-       "2020-07-05               24.55              1.61   \n",
-       "2020-07-06               24.38              1.65   \n",
-       "2020-07-07               25.59              3.91   \n",
-       "2020-07-08               31.23              1.21   \n",
-       "\n",
-       "            surface_solar_radiation (W/m^2)  relative_humidity (0-1)  \\\n",
-       "datetime                                                               \n",
-       "2011-03-02                              233                     0.53   \n",
-       "2011-03-03                              150                     0.62   \n",
-       "2011-03-04                               54                     0.87   \n",
-       "2011-03-05                              174                     0.84   \n",
-       "2011-03-06                              180                     0.68   \n",
-       "...                                     ...                      ...   \n",
-       "2020-07-04                              331                     0.61   \n",
-       "2020-07-05                              233                     0.69   \n",
-       "2020-07-06                              287                     0.68   \n",
-       "2020-07-07                              267                     0.68   \n",
-       "2020-07-08                              290                     0.56   \n",
-       "\n",
-       "            surface_pressure (Pa)  \\\n",
-       "datetime                            \n",
-       "2011-03-02                 100151   \n",
-       "2011-03-03                 100264   \n",
-       "2011-03-04                  99872   \n",
-       "2011-03-05                  99289   \n",
-       "2011-03-06                  99772   \n",
-       "...                           ...   \n",
-       "2020-07-04                  97023   \n",
-       "2020-07-05                  97004   \n",
-       "2020-07-06                  96966   \n",
-       "2020-07-07                  96431   \n",
-       "2020-07-08                  96143   \n",
-       "\n",
-       "            total_precipitation (mm of water equivalent)  latitude  longitude  \n",
-       "datetime                                                                       \n",
-       "2011-03-02                                          0.00   32.7545   -85.8826  \n",
-       "2011-03-03                                          0.00   32.7545   -85.8826  \n",
-       "2011-03-04                                          0.67   32.7545   -85.8826  \n",
-       "2011-03-05                                          1.73   32.7545   -85.8826  \n",
-       "2011-03-06                                          0.00   32.7545   -85.8826  \n",
-       "...                                                  ...       ...        ...  \n",
-       "2020-07-04                                          0.00   46.1100   -95.9000  \n",
-       "2020-07-05                                          0.11   46.1100   -95.9000  \n",
-       "2020-07-06                                          0.01   46.1100   -95.9000  \n",
-       "2020-07-07                                          0.50   46.1100   -95.9000  \n",
-       "2020-07-08                                          0.01   46.1100   -95.9000  \n",
-       "\n",
-       "[3420 rows x 8 columns]"
-      ]
-     },
-     "execution_count": 49,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "result2"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 50,
-   "id": "biological-timothy",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "result_fin = pd.concat([result,result2])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 51,
-   "id": "advised-theater",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "result_fin.to_csv(\"historical_data_fin.csv\", encoding='utf-8')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "imposed-jurisdiction",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.9"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}

From 91d5102f1d27ae3b3e2ec10164f259d8461d0758 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sun, 28 Feb 2021 00:54:49 -0500
Subject: [PATCH 13/46] Python script to get weather data from API (#6)

* HeatMap/Transform Data

Transform weather data into heat map and choropleth map

* Fixed Chloropleth Map

* Python script to get weather data from API

gathered data from API & stored in dataframe & csv

* python notebook fix
---
 .DS_Store                                     |  Bin 8196 -> 8196 bytes
 NaturalDisasterProject/.DS_Store              |  Bin 6148 -> 6148 bytes
 .../Deliverable_1/historical_data.csv         | 2851 ++++++++
 .../Deliverable_1/historical_data2.csv        | 3421 +++++++++
 .../Deliverable_1/historical_data_fin.csv     | 6271 +++++++++++++++++
 .../Deliverable_1/weather_data.py             |    0
 .../Deliverable_1/weather_data_scripts.ipynb  |  233 +
 7 files changed, 12776 insertions(+)
 create mode 100644 NaturalDisasterProject/Deliverable_1/historical_data.csv
 create mode 100644 NaturalDisasterProject/Deliverable_1/historical_data2.csv
 create mode 100644 NaturalDisasterProject/Deliverable_1/historical_data_fin.csv
 create mode 100644 NaturalDisasterProject/Deliverable_1/weather_data.py
 create mode 100644 NaturalDisasterProject/Deliverable_1/weather_data_scripts.ipynb

diff --git a/.DS_Store b/.DS_Store
index 33a087ec5ca6398fdde57b3d0376843cada3caaa..7add333b4740c32b5e02b353d605668c02087f1b 100644
GIT binary patch
delta 61
zcmZp1XmQwZT4ZvdU<<p6g^q%*iRI)wf{v3Xi|B4XChEwvnN`A_l}o(38dK7N2>@&p
B6JP)U

delta 86
zcmZp1XmQwZT7>b`<TD}-Jd)MbW+uiu3c7{{7L)G?$}-NH{7X=tarWd1A_kj}h&nQD
NW|wefC8W%b2>|WJ91#Ej

diff --git a/NaturalDisasterProject/.DS_Store b/NaturalDisasterProject/.DS_Store
index 7058c63ac89d8cec35d8378d42d0a5fbfd12a965..8c997c13430072c16c73461441f811642df87b65 100644
GIT binary patch
delta 65
zcmZoMXfc@J&&ahgU^g=(*Jd7;ON`3A3@!|*3^@#$3}ryNh#`?73CK%jh-WZNDNfEw
S%FoZ)e2bNhX)`;=Uw!~9g%OMZ

delta 32
ocmZoMXfc@J&&atkU^g=(=Vl(3ON^UY*_fCnHmGlA=lIJH0H3D`c>n+a

diff --git a/NaturalDisasterProject/Deliverable_1/historical_data.csv b/NaturalDisasterProject/Deliverable_1/historical_data.csv
new file mode 100644
index 00000000..e287a872
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/historical_data.csv
@@ -0,0 +1,2851 @@
+datetime,temperature (degC),wind_speed (m/s),surface_solar_radiation (W/m^2),relative_humidity (0-1),surface_pressure (Pa),total_precipitation (mm of water equivalent),latitude,longitude
+2010-02-27,8.5,1.51,233,0.5,101170,0.0,32.7003,-90.6783
+2010-02-28,8.04,2.59,75,0.62,100953,0.19,32.7003,-90.6783
+2010-03-01,5.64,4.81,89,0.76,100742,0.3,32.7003,-90.6783
+2010-03-02,5.33,3.02,182,0.59,101282,0.0,32.7003,-90.6783
+2010-03-03,5.36,0.77,242,0.56,101601,0.0,32.7003,-90.6783
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diff --git a/NaturalDisasterProject/Deliverable_1/historical_data2.csv b/NaturalDisasterProject/Deliverable_1/historical_data2.csv
new file mode 100644
index 00000000..37004de0
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/historical_data2.csv
@@ -0,0 +1,3421 @@
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diff --git a/NaturalDisasterProject/Deliverable_1/historical_data_fin.csv b/NaturalDisasterProject/Deliverable_1/historical_data_fin.csv
new file mode 100644
index 00000000..4b2cc969
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/historical_data_fin.csv
@@ -0,0 +1,6271 @@
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diff --git a/NaturalDisasterProject/Deliverable_1/weather_data.py b/NaturalDisasterProject/Deliverable_1/weather_data.py
new file mode 100644
index 00000000..e69de29b
diff --git a/NaturalDisasterProject/Deliverable_1/weather_data_scripts.ipynb b/NaturalDisasterProject/Deliverable_1/weather_data_scripts.ipynb
new file mode 100644
index 00000000..b31498ee
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/weather_data_scripts.ipynb
@@ -0,0 +1,233 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "solid-order",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import folium\n",
+    "from folium.plugins import HeatMap\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import os\n",
+    "current_directory = os.getcwd()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "another-fetish",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "location=[32.7003, -90.6783]\n",
+    "weather_data = pd.read_csv('/Users/abdullaahrobins/Documents/GitHub/CS506Spring2021Repository/NaturalDisasterProject/Datasets/Tornado_Data_2010-2020.csv')\n",
+    "# folium.Map(location=location, zoom_start=3)\n",
+    "# heat_df = weather_data[['BEGIN_LAT', 'BEGIN_LON']]\n",
+    "# heat_df = heat_df.dropna(axis=0, subset=['BEGIN_LAT','BEGIN_LON'])\n",
+    "# HeatMap(data=weather_data.groupby(['BEGIN_LAT', 'BEGIN_LON']).mean().reset_index().values.tolist(), radius=8, max_zoom=4).add_to(base_map)\n",
+    "# base_map.save('tornado_heat_map.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "geological-directory",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# info = weather_data.info()\n",
+    "# state_occ = weather_data['STATE_ABBR'].value_counts()\n",
+    "# df = weather_data['STATE_ABBR'].value_counts().rename_axis('states').reset_index(name='counts')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "developmental-lambda",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# url = (\n",
+    "#     \"https://raw.githubusercontent.com/python-visualization/folium/master/examples/data\"\n",
+    "# )\n",
+    "# state_geo = f\"{url}/us-states.json\"\n",
+    "\n",
+    "# m = folium.Map(location=location, zoom_start=3)\n",
+    "\n",
+    "# folium.Choropleth(\n",
+    "#     geo_data=state_geo,\n",
+    "#     name=\"choropleth\",\n",
+    "#     data=df,\n",
+    "#     columns=[\"states\", \"counts\"],\n",
+    "#     key_on=\"feature.id\",\n",
+    "#     fill_color=\"YlGn\",\n",
+    "#     fill_opacity=0.7,\n",
+    "#     line_opacity=0.2,\n",
+    "#     legend_name=\"Tornado Occurrances\",\n",
+    "# ).add_to(m)\n",
+    "\n",
+    "# folium.LayerControl().add_to(m)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "crude-softball",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# heat_data = [[row['BEGIN_LAT'],row['BEGIN_LON']] for index, row in heat_df.iterrows()]\n",
+    "# HeatMap(heat_data).add_to(base_map)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "animal-overall",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# base_map.save('heatmap_weather.html')\n",
+    "# base_map.save('choropleth_weather.html')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "unique-panel",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather_data['BEGIN_DATE'] = pd.to_datetime(weather_data['BEGIN_DATE'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "purple-permit",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "from datetime import timedelta\n",
+    "import json\n",
+    "'''\n",
+    "Formatting:\n",
+    "'start': '2010-01-01',\n",
+    "'end': '2018-12-31',\n",
+    "'''\n",
+    "c = 0\n",
+    "frames = []\n",
+    "for index, row in weather_data.iterrows():\n",
+    "    c+=1\n",
+    "    if c>50:\n",
+    "        break\n",
+    "    end_date = row.BEGIN_DATE\n",
+    "    begin_date = end_date - timedelta(weeks=8)\n",
+    "    lat = row.BEGIN_LAT\n",
+    "    lon = row.BEGIN_LON\n",
+    "    r = requests.get('https://api.oikolab.com/weather',\n",
+    "                     params={'param': ['temperature', 'wind_speed', 'surface_solar_radiation', 'relative_humidity', 'surface_pressure', 'total_precipitation'],\n",
+    "                             'start': begin_date,\n",
+    "                             'end': end_date,\n",
+    "                             'freq': 'D',\n",
+    "                             'lat': lat,\n",
+    "                             'lon': lon,\n",
+    "                             'api-key': 'b03998e660494c2e8165d41369c13248'}\n",
+    "                     )\n",
+    "    w_data = json.loads(r.json()['data'])\n",
+    "    history_df = pd.DataFrame(index=pd.to_datetime(w_data['index'], \n",
+    "                                       unit='s'),\n",
+    "                  data=w_data['data'],\n",
+    "                  columns=w_data['columns'])\n",
+    "    history_df['latitude'] = lat\n",
+    "    history_df['longitude'] = lon\n",
+    "    frames.append(history_df)\n",
+    "result = pd.concat(frames)\n",
+    "result.index.name = 'datetime'\n",
+    "result.to_csv(\"historical_data.csv\", encoding='utf-8', index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "liquid-contrast",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "from datetime import timedelta\n",
+    "import json\n",
+    "from itertools import islice\n",
+    "\n",
+    "'''\n",
+    "Formatting:\n",
+    "'start': '2010-01-01',\n",
+    "'end': '2018-12-31',\n",
+    "'''\n",
+    "c = 0\n",
+    "frames = []\n",
+    "for index, row in islice(weather_data.iterrows(),51,None):\n",
+    "    end_date = row.BEGIN_DATE\n",
+    "    begin_date = end_date - timedelta(weeks=8)\n",
+    "    lat = row.BEGIN_LAT\n",
+    "    lon = row.BEGIN_LON\n",
+    "    r = requests.get('https://api.oikolab.com/weather',\n",
+    "                     params={'param': ['temperature', 'wind_speed', 'surface_solar_radiation', 'relative_humidity', 'surface_pressure', 'total_precipitation'],\n",
+    "                             'start': begin_date,\n",
+    "                             'end': end_date,\n",
+    "                             'freq': 'D',\n",
+    "                             'lat': lat,\n",
+    "                             'lon': lon,\n",
+    "                             'api-key': 'b03998e660494c2e8165d41369c13248'}\n",
+    "                     )\n",
+    "    w_data = json.loads(r.json()['data'])\n",
+    "    history_df = pd.DataFrame(index=pd.to_datetime(w_data['index'], \n",
+    "                                       unit='s'),\n",
+    "                  data=w_data['data'],\n",
+    "                  columns=w_data['columns'])\n",
+    "    history_df['latitude'] = lat\n",
+    "    history_df['longitude'] = lon\n",
+    "    frames.append(history_df)\n",
+    "result2 = pd.concat(frames)\n",
+    "result2.index.name = 'datetime'\n",
+    "result2.to_csv(\"historical_data2.csv\", encoding='utf-8')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "composed-fifteen",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result_fin = pd.concat([result,result2])\n",
+    "result_fin.to_csv(\"historical_data_fin.csv\", encoding='utf-8')\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

From 4fcdd2a9b1e5538a718484e2713c63ed90198c9e Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Sun, 28 Feb 2021 12:59:54 -0500
Subject: [PATCH 14/46] Created README for Deliverable 1

Created Markdown version of Project proposal for easier future editing.
---
 .../Deliverable_1/Project_Proposal_CS506.md     | 17 +++++++++++++++++
 NaturalDisasterProject/Deliverable_1/README.md  | 14 ++++++++++++++
 2 files changed, 31 insertions(+)
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 create mode 100644 NaturalDisasterProject/Deliverable_1/README.md

diff --git a/NaturalDisasterProject/Deliverable_1/Project_Proposal_CS506.md b/NaturalDisasterProject/Deliverable_1/Project_Proposal_CS506.md
new file mode 100644
index 00000000..5efa509d
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/Project_Proposal_CS506.md
@@ -0,0 +1,17 @@
+# Project Proposal CS506
+
+## Correlating Natural disasters to Climate change and other environmental factors
+
+
+| Syntax      | Description |
+| ----------- | ----------- |
+| Contact      | Name: Simon Angel, Abdullaah Robins, Andrew Eramo, Alvaro Carrascosa|
+| Email | varo@bu.edu, arobins@bu.edu, aeramo@bu.edu, simonang@bu.edu |
+|Cell Phone| (786) 863-0176, (470) 269-5940, (954) 707-0907, (305) 393-9302 |
+| Organization   |         |
+| Project Type   |  Data Science  |
+| Project Description  |  This project invloves collecting data about the prevalence of occurrences of certain natural disasters, specifically tornadoes and earthquakes, with the purpose of identifying climate and weather trends leading up to the occurrence. <br><br> The environmental patterns we would like to investigate are surface weather, rainfall, and general weather data to determine patterns and correlation between the various natural disasters. <br><br> Today we can find historical weather data and data on the significant natural disasters, but there isn’t much indication to the general public when these natural disasters will happen. <br><br> Our goal is to bring knowledge of trends and visualized quantification of aspects within the environment that lead up to the occurrence and to help predict when these disasters will happen. |
+| DataSets |  Climate Change: Earth Surface Temperature Data <br>https://www.kaggle.com/berkeleyearth/climate-change-earth-surface-temperature-data <br><br> Significant Earthquakes <br> https://www.kaggle.com/usgs/earthquake-database <br><br> Fires <br> https://www.kaggle.com/rtatman/188-million-us-wildfires<br><br> Glaciers <br> http://www.glims.org/download/ <br><br> Floods <br> https://www.eea.europa.eu/data-and-maps/data/european-past-floods/flood-phenomena/flood-phenomena-csv-files <br><br> Storm Events Database <br> https://www.ncdc.noaa.gov/stormevents/choosedates.jsp?statefips=-999%2CALL <br><br> Weather API <br> https://oikolab.com/api-details#api=weather&operation=weather-data         |
+| Suggested Steps | <ul><li>Clean temperature data put into Pandas dataframes.<ul><li>This could be the “n” most volatile days or the days on which the temperature changes, for example a 3% change.</li></ul></li><li>Clean the data from the non temperature data from various datasets into respective data frames.</li><li>We will make time series analytics for each distinct type of phenomenon.</li><li>Each form of data will be correlated with temperature change over time.<ul><li>We understand different phenomena can have a different relationship with temperature change, therefore they must be analyzed separately.</li></ul></li><li>Analyze the phenomena (disasters or disastrous trends) to see if there is acorrelation between them and the rise of temperatures.</li></ul>                           |
+| Questions to be Answered in Analysis       | <ul><li>When have each of these phenomena peaked in happening?</li><li>What are some consistent weather patterns leading up to the phenomena?</li><li>What weather data is unique to the phenomena?</li><li>When have the highest continuous periods of increase been?<ul><li>Are these periods related?<ul><li>Could this prove correlation?</li></ul></li></ul></li><li>Are there outlier years or periods?</li><li>Where do Tornados occur more often geographically?</li></ul>|
+|               |              |
\ No newline at end of file
diff --git a/NaturalDisasterProject/Deliverable_1/README.md b/NaturalDisasterProject/Deliverable_1/README.md
new file mode 100644
index 00000000..8f577d33
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_1/README.md
@@ -0,0 +1,14 @@
+# CS 506 - Final Project Repository
+
+## Project Deliverable 1
+
+- [x] Collect and pre-process a preliminary batch of data
+  - Tornado data collected from NOAA Storm Events Database
+  - Tornado data cleaned
+- [x] Perform a preliminary analysis of the data
+  - created heat-map & clhoropleth-map from tornado data for preliminary analysis
+- [x] Answer one key question
+  - Where are Stage 4 & higher tornados likely to appear? Answered through the visual maps. [heatmap](heatmap_weather.html), [clhoropleth-map](choropleth_weather.html)
+- [x] Refine project scope and list of limitations with data and potential risks of achieving project goal
+- [x] Submit a PR with the above report and modifications to original proposal
+  - [Proposal](Project_Proposal_CS506.md)
\ No newline at end of file

From 079dba1327bf405e7b4706be24659c9bf4a67910 Mon Sep 17 00:00:00 2001
From: varocarras <varocarras@gmail.com>
Date: Tue, 2 Mar 2021 01:55:49 -0500
Subject: [PATCH 15/46] Created .gitignore

Made a .gitignore file to include DS_Store
---
 .gitignore | 3 +++
 1 file changed, 3 insertions(+)
 create mode 100644 .gitignore

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000..3e9537da
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,3 @@
+
+NaturalDisasterProject/Datasets/.DS_Store
+.DS_Store

From 1f72142d07c5e1e8ce39e859543f3a5757ebda70 Mon Sep 17 00:00:00 2001
From: varocarras <varocarras@gmail.com>
Date: Tue, 2 Mar 2021 02:03:21 -0500
Subject: [PATCH 16/46] Update DS_Store

Ignore
---
 NaturalDisasterProject/Datasets/.DS_Store | Bin 6148 -> 6148 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/NaturalDisasterProject/Datasets/.DS_Store b/NaturalDisasterProject/Datasets/.DS_Store
index 2093e67e156f942568b2e4c651b92cf3a296d649..4f8c3e55f7e130c4a93bbd35b3ded3c8827111b7 100644
GIT binary patch
delta 257
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delta 121
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From da1b01724630a1e7e8d697aed673f395621e1b88 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Tue, 2 Mar 2021 18:39:19 -0500
Subject: [PATCH 17/46] Create .gitignore

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 .gitignore

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000..e43b0f98
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+.DS_Store

From e800d9322d177c7d72553e09b970dccdaa6a46e1 Mon Sep 17 00:00:00 2001
From: varocarras <34591902+varocarras@users.noreply.github.com>
Date: Tue, 2 Mar 2021 18:51:41 -0500
Subject: [PATCH 18/46] Remove unnecessary files

Removing historical_data
Removing historical_data2
Removing weather_data
---
 .../Deliverable_1/historical_data.csv         | 2851 --------------
 .../Deliverable_1/historical_data2.csv        | 3421 -----------------
 .../Deliverable_1/weather_data.py             |    0
 3 files changed, 6272 deletions(-)
 delete mode 100644 NaturalDisasterProject/Deliverable_1/historical_data.csv
 delete mode 100644 NaturalDisasterProject/Deliverable_1/historical_data2.csv
 delete mode 100644 NaturalDisasterProject/Deliverable_1/weather_data.py

diff --git a/NaturalDisasterProject/Deliverable_1/historical_data.csv b/NaturalDisasterProject/Deliverable_1/historical_data.csv
deleted file mode 100644
index e287a872..00000000
--- a/NaturalDisasterProject/Deliverable_1/historical_data.csv
+++ /dev/null
@@ -1,2851 +0,0 @@
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-2010-02-27,8.5,1.51,233,0.5,101170,0.0,32.7003,-90.6783
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-2011-04-20,18.18,1.67,172,0.78,98922,0.29,34.9868,-85.0485
-2011-04-21,18.79,2.32,194,0.72,98723,0.07,34.9868,-85.0485
-2011-04-22,18.87,4.08,277,0.75,98713,0.0,34.9868,-85.0485
-2011-04-23,21.32,3.1,298,0.67,98747,0.0,34.9868,-85.0485
-2011-04-24,21.37,3.4,263,0.69,98407,0.04,34.9868,-85.0485
-2011-04-25,21.98,4.42,216,0.73,97910,0.03,34.9868,-85.0485
-2011-04-26,22.58,5.68,205,0.68,97521,0.29,34.9868,-85.0485
-2011-04-27,20.5,5.71,11,0.94,97210,3.14,34.9868,-85.0485
diff --git a/NaturalDisasterProject/Deliverable_1/historical_data2.csv b/NaturalDisasterProject/Deliverable_1/historical_data2.csv
deleted file mode 100644
index 37004de0..00000000
--- a/NaturalDisasterProject/Deliverable_1/historical_data2.csv
+++ /dev/null
@@ -1,3421 +0,0 @@
-datetime,temperature (degC),wind_speed (m/s),surface_solar_radiation (W/m^2),relative_humidity (0-1),surface_pressure (Pa),total_precipitation (mm of water equivalent),latitude,longitude
-2011-03-02,15.46,3.17,233,0.53,100151,0.0,32.7545,-85.8826
-2011-03-03,14.66,5.03,150,0.62,100264,0.0,32.7545,-85.8826
-2011-03-04,13.8,4.3,54,0.87,99872,0.67,32.7545,-85.8826
-2011-03-05,9.99,2.03,174,0.84,99289,1.73,32.7545,-85.8826
-2011-03-06,6.34,1.78,180,0.68,99772,0.0,32.7545,-85.8826
-2011-03-07,11.41,4.08,195,0.66,99915,0.0,32.7545,-85.8826
-2011-03-08,14.68,3.57,40,0.84,99461,1.62,32.7545,-85.8826
-2011-03-09,9.86,3.81,135,0.76,99530,0.07,32.7545,-85.8826
-2011-03-10,8.11,3.37,258,0.53,100055,0.0,32.7545,-85.8826
-2011-03-11,11.07,2.34,254,0.56,100091,0.0,32.7545,-85.8826
-2011-03-12,14.63,2.4,241,0.65,100101,0.0,32.7545,-85.8826
-2011-03-13,16.06,1.99,213,0.64,99957,0.0,32.7545,-85.8826
-2011-03-14,14.71,2.13,87,0.81,99796,0.57,32.7545,-85.8826
-2011-03-15,11.59,2.03,258,0.68,100136,0.0,32.7545,-85.8826
-2011-03-16,13.43,0.64,260,0.64,100327,0.0,32.7545,-85.8826
-2011-03-17,17.93,1.7,258,0.61,100200,0.0,32.7545,-85.8826
-2011-03-18,20.37,1.56,246,0.63,100080,0.0,32.7545,-85.8826
-2011-03-19,19.97,1.32,239,0.69,100242,0.0,32.7545,-85.8826
-2011-03-20,19.31,1.69,266,0.64,100382,0.0,32.7545,-85.8826
-2011-03-21,19.98,2.53,256,0.63,99844,0.0,32.7545,-85.8826
-2011-03-22,21.15,4.62,185,0.64,99137,0.01,32.7545,-85.8826
-2011-03-23,19.45,3.68,278,0.48,98942,0.0,32.7545,-85.8826
-2011-03-24,12.54,1.28,278,0.52,99365,0.0,32.7545,-85.8826
-2011-03-25,17.08,2.68,178,0.72,98886,0.31,32.7545,-85.8826
-2011-03-26,17.87,1.81,102,0.88,98748,0.12,32.7545,-85.8826
-2011-03-27,14.04,2.04,111,0.87,99159,0.39,32.7545,-85.8826
-2011-03-28,11.43,2.65,95,0.83,99649,0.0,32.7545,-85.8826
-2011-03-29,14.54,1.02,69,0.9,99082,0.4,32.7545,-85.8826
-2011-03-30,11.71,3.28,242,0.75,98653,0.06,32.7545,-85.8826
-2011-03-31,11.57,1.85,204,0.66,98770,0.01,32.7545,-85.8826
-2011-04-01,15.52,2.59,276,0.52,99344,0.0,32.7545,-85.8826
-2011-04-02,16.84,1.27,290,0.52,99645,0.0,32.7545,-85.8826
-2011-04-03,21.17,4.72,243,0.61,99090,0.0,32.7545,-85.8826
-2011-04-04,13.65,3.73,303,0.56,99077,1.17,32.7545,-85.8826
-2011-04-05,13.09,0.87,301,0.49,99856,0.0,32.7545,-85.8826
-2011-04-06,16.28,2.08,270,0.6,99682,0.0,32.7545,-85.8826
-2011-04-07,21.9,2.62,129,0.77,99500,0.04,32.7545,-85.8826
-2011-04-08,23.75,2.55,243,0.74,99679,0.0,32.7545,-85.8826
-2011-04-09,22.85,2.46,266,0.7,99672,0.0,32.7545,-85.8826
-2011-04-10,23.32,3.53,221,0.68,99370,0.0,32.7545,-85.8826
-2011-04-11,19.13,3.69,288,0.64,99128,0.39,32.7545,-85.8826
-2011-04-12,16.76,1.95,312,0.55,99487,0.0,32.7545,-85.8826
-2011-04-13,18.29,0.55,276,0.59,99414,0.0,32.7545,-85.8826
-2011-04-14,19.11,3.65,184,0.66,99126,0.1,32.7545,-85.8826
-2011-04-15,18.11,4.45,312,0.58,98829,0.63,32.7545,-85.8826
-2011-04-16,14.0,1.58,319,0.53,99548,0.0,32.7545,-85.8826
-2011-04-17,17.11,1.93,307,0.56,99481,0.0,32.7545,-85.8826
-2011-04-18,21.24,2.79,306,0.58,99469,0.0,32.7545,-85.8826
-2011-04-19,22.35,2.91,206,0.72,99657,0.01,32.7545,-85.8826
-2011-04-20,21.58,0.26,182,0.74,99828,0.08,32.7545,-85.8826
-2011-04-21,22.09,1.18,307,0.67,99672,0.0,32.7545,-85.8826
-2011-04-22,21.87,2.32,288,0.64,99724,0.0,32.7545,-85.8826
-2011-04-23,22.76,2.28,301,0.62,99793,0.0,32.7545,-85.8826
-2011-04-24,23.25,2.55,246,0.68,99427,0.04,32.7545,-85.8826
-2011-04-25,23.01,3.97,220,0.69,98972,0.03,32.7545,-85.8826
-2011-04-26,24.37,5.09,211,0.69,98621,0.01,32.7545,-85.8826
-2011-04-27,26.49,5.39,49,0.71,98426,0.98,32.7545,-85.8826
-2011-03-02,11.22,1.6,208,0.47,97485,0.0,35.5535,-85.1077
-2011-03-03,11.9,4.64,156,0.48,97525,0.0,35.5535,-85.1077
-2011-03-04,11.05,5.02,37,0.83,97024,0.67,35.5535,-85.1077
-2011-03-05,4.61,3.46,109,0.89,96591,2.04,35.5535,-85.1077
-2011-03-06,4.41,2.13,188,0.65,96980,0.0,35.5535,-85.1077
-2011-03-07,8.1,2.91,159,0.54,97180,0.07,35.5535,-85.1077
-2011-03-08,9.74,5.19,41,0.88,96630,1.95,35.5535,-85.1077
-2011-03-09,7.29,3.35,128,0.88,96441,0.51,35.5535,-85.1077
-2011-03-10,4.12,3.32,232,0.62,96980,0.01,35.5535,-85.1077
-2011-03-11,9.46,2.98,243,0.47,96989,0.0,35.5535,-85.1077
-2011-03-12,13.49,1.87,145,0.59,97114,0.0,35.5535,-85.1077
-2011-03-13,11.37,1.0,107,0.73,97124,0.07,35.5535,-85.1077
-2011-03-14,10.6,2.67,88,0.83,96842,0.63,35.5535,-85.1077
-2011-03-15,8.18,1.63,189,0.73,97266,0.01,35.5535,-85.1077
-2011-03-16,12.42,1.54,250,0.56,97436,0.0,35.5535,-85.1077
-2011-03-17,17.73,2.73,238,0.56,97220,0.0,35.5535,-85.1077
-2011-03-18,17.06,1.57,145,0.62,97339,0.0,35.5535,-85.1077
-2011-03-19,16.26,1.65,198,0.49,97590,0.0,35.5535,-85.1077
-2011-03-20,18.16,3.52,199,0.63,97460,0.0,35.5535,-85.1077
-2011-03-21,18.96,2.87,242,0.54,96831,0.0,35.5535,-85.1077
-2011-03-22,18.45,4.29,100,0.67,95998,0.3,35.5535,-85.1077
-2011-03-23,10.72,3.87,144,0.62,96084,0.36,35.5535,-85.1077
-2011-03-24,5.95,1.21,215,0.66,96628,0.06,35.5535,-85.1077
-2011-03-25,8.66,1.55,61,0.86,96202,0.42,35.5535,-85.1077
-2011-03-26,6.9,2.23,151,0.84,96088,0.52,35.5535,-85.1077
-2011-03-27,6.57,1.99,126,0.79,96543,0.4,35.5535,-85.1077
-2011-03-28,8.81,0.89,242,0.7,96878,0.0,35.5535,-85.1077
-2011-03-29,10.63,0.94,43,0.88,96292,1.02,35.5535,-85.1077
-2011-03-30,5.04,2.5,117,0.76,95899,0.03,35.5535,-85.1077
-2011-03-31,6.43,1.92,191,0.65,95811,0.03,35.5535,-85.1077
-2011-04-01,10.71,3.55,280,0.49,96304,0.0,35.5535,-85.1077
-2011-04-02,13.91,2.03,286,0.4,96728,0.0,35.5535,-85.1077
-2011-04-03,19.04,5.2,183,0.57,95985,0.12,35.5535,-85.1077
-2011-04-04,9.09,4.16,288,0.59,96017,1.01,35.5535,-85.1077
-2011-04-05,10.32,2.63,293,0.43,96857,0.0,35.5535,-85.1077
-2011-04-06,15.1,2.65,280,0.52,96734,0.0,35.5535,-85.1077
-2011-04-07,19.2,2.86,142,0.72,96578,0.09,35.5535,-85.1077
-2011-04-08,23.1,2.24,234,0.65,96722,0.05,35.5535,-85.1077
-2011-04-09,22.73,2.67,284,0.6,96745,0.0,35.5535,-85.1077
-2011-04-10,21.4,4.22,262,0.68,96350,0.0,35.5535,-85.1077
-2011-04-11,14.62,4.14,121,0.73,95965,0.71,35.5535,-85.1077
-2011-04-12,13.33,1.67,300,0.52,96714,0.0,35.5535,-85.1077
-2011-04-13,14.96,0.85,295,0.49,96720,0.0,35.5535,-85.1077
-2011-04-14,15.82,3.17,125,0.68,96393,0.42,35.5535,-85.1077
-2011-04-15,12.71,4.3,142,0.74,95701,0.99,35.5535,-85.1077
-2011-04-16,10.84,1.66,311,0.56,96651,0.0,35.5535,-85.1077
-2011-04-17,15.88,3.31,254,0.51,96580,0.0,35.5535,-85.1077
-2011-04-18,20.88,4.19,292,0.58,96499,0.0,35.5535,-85.1077
-2011-04-19,19.48,3.53,103,0.76,96656,0.35,35.5535,-85.1077
-2011-04-20,16.18,1.97,188,0.7,97191,0.08,35.5535,-85.1077
-2011-04-21,16.89,2.29,182,0.75,96912,0.23,35.5535,-85.1077
-2011-04-22,18.13,4.11,269,0.77,96856,0.01,35.5535,-85.1077
-2011-04-23,20.51,3.17,275,0.69,96935,0.01,35.5535,-85.1077
-2011-04-24,20.62,3.5,264,0.68,96613,0.05,35.5535,-85.1077
-2011-04-25,20.55,4.52,194,0.76,96102,0.04,35.5535,-85.1077
-2011-04-26,20.64,5.3,198,0.74,95709,0.63,35.5535,-85.1077
-2011-04-27,19.26,6.31,12,0.97,95361,4.59,35.5535,-85.1077
-2011-03-27,4.61,2.46,232,0.72,98247,0.02,37.056,-94.5701
-2011-03-28,9.11,1.95,103,0.69,98191,0.05,37.056,-94.5701
-2011-03-29,4.29,2.58,108,0.83,98381,0.08,37.056,-94.5701
-2011-03-30,4.49,0.97,130,0.8,97673,0.16,37.056,-94.5701
-2011-03-31,9.0,0.96,209,0.73,97430,0.01,37.056,-94.5701
-2011-04-01,13.82,1.76,270,0.51,97974,0.0,37.056,-94.5701
-2011-04-02,22.21,6.6,263,0.53,96946,0.0,37.056,-94.5701
-2011-04-03,13.79,3.56,168,0.57,97091,0.34,37.056,-94.5701
-2011-04-04,9.11,3.28,290,0.37,98075,0.0,37.056,-94.5701
-2011-04-05,16.72,5.59,285,0.33,97349,0.0,37.056,-94.5701
-2011-04-06,16.93,2.65,156,0.65,97397,0.02,37.056,-94.5701
-2011-04-07,20.16,3.7,256,0.77,97295,0.0,37.056,-94.5701
-2011-04-08,24.02,4.04,276,0.65,97442,0.22,37.056,-94.5701
-2011-04-09,25.09,6.5,192,0.55,97117,0.01,37.056,-94.5701
-2011-04-10,18.12,2.67,255,0.56,97522,0.09,37.056,-94.5701
-2011-04-11,14.19,1.1,302,0.45,98352,0.0,37.056,-94.5701
-2011-04-12,17.41,2.57,298,0.51,98063,0.0,37.056,-94.5701
-2011-04-13,19.82,4.63,269,0.48,97479,0.0,37.056,-94.5701
-2011-04-14,11.67,3.7,77,0.79,96511,1.77,37.056,-94.5701
-2011-04-15,8.21,5.63,299,0.59,97566,0.01,37.056,-94.5701
-2011-04-16,14.74,4.65,287,0.43,97690,0.0,37.056,-94.5701
-2011-04-17,18.77,4.11,173,0.55,97050,0.03,37.056,-94.5701
-2011-04-18,21.11,4.1,227,0.77,96640,0.02,37.056,-94.5701
-2011-04-19,10.22,3.3,249,0.67,98255,0.0,37.056,-94.5701
-2011-04-20,12.01,3.57,70,0.68,98470,0.4,37.056,-94.5701
-2011-04-21,18.52,5.28,155,0.87,97244,0.45,37.056,-94.5701
-2011-04-22,16.55,1.48,64,0.84,97570,1.77,37.056,-94.5701
-2011-04-23,11.93,2.72,56,0.88,97882,1.59,37.056,-94.5701
-2011-04-24,14.2,2.25,64,0.94,97173,0.69,37.056,-94.5701
-2011-04-25,12.97,2.41,234,0.81,96622,0.42,37.056,-94.5701
-2011-04-26,11.69,3.7,127,0.79,96666,0.2,37.056,-94.5701
-2011-04-27,12.64,3.68,310,0.55,98011,0.0,37.056,-94.5701
-2011-04-28,16.68,3.96,324,0.51,97890,0.0,37.056,-94.5701
-2011-04-29,20.02,5.16,230,0.52,97018,0.0,37.056,-94.5701
-2011-04-30,11.72,3.7,88,0.58,98084,0.35,37.056,-94.5701
-2011-05-01,7.41,2.56,108,0.77,98696,0.04,37.056,-94.5701
-2011-05-02,10.22,1.55,305,0.63,99075,0.01,37.056,-94.5701
-2011-05-03,14.05,2.45,329,0.59,99078,0.0,37.056,-94.5701
-2011-05-04,15.42,2.95,230,0.63,98694,0.15,37.056,-94.5701
-2011-05-05,13.94,1.23,317,0.68,98173,0.0,37.056,-94.5701
-2011-05-06,20.72,2.94,308,0.6,97383,0.04,37.056,-94.5701
-2011-05-07,23.21,3.3,299,0.71,97342,0.0,37.056,-94.5701
-2011-05-08,25.63,5.56,317,0.69,97010,0.0,37.056,-94.5701
-2011-05-09,26.07,5.65,274,0.64,97094,0.0,37.056,-94.5701
-2011-05-10,24.85,4.37,258,0.7,97413,0.04,37.056,-94.5701
-2011-05-11,19.87,3.92,190,0.84,97558,0.21,37.056,-94.5701
-2011-05-12,15.49,2.9,145,0.82,97521,0.19,37.056,-94.5701
-2011-05-13,11.2,4.9,167,0.64,98051,0.0,37.056,-94.5701
-2011-05-14,11.42,4.12,187,0.59,98079,0.0,37.056,-94.5701
-2011-05-15,12.82,2.93,339,0.57,98199,0.0,37.056,-94.5701
-2011-05-16,13.65,1.86,349,0.52,97948,0.0,37.056,-94.5701
-2011-05-17,13.85,3.76,187,0.68,97446,0.21,37.056,-94.5701
-2011-05-18,19.93,3.91,185,0.71,97357,0.14,37.056,-94.5701
-2011-05-19,20.66,4.18,87,0.8,97512,0.95,37.056,-94.5701
-2011-05-20,21.02,4.49,291,0.8,97400,0.61,37.056,-94.5701
-2011-05-21,24.26,5.54,161,0.78,97220,0.09,37.056,-94.5701
-2011-05-22,25.63,0.66,200,0.74,97045,0.11,37.056,-94.5701
-2011-03-29,5.49,2.81,183,0.72,96563,0.0,35.444,-98.287
-2011-03-30,9.39,1.53,266,0.56,95759,0.01,35.444,-98.287
-2011-03-31,15.86,1.24,279,0.34,95575,0.0,35.444,-98.287
-2011-04-01,18.2,2.88,281,0.38,96092,0.0,35.444,-98.287
-2011-04-02,25.95,8.76,263,0.48,95048,0.0,35.444,-98.287
-2011-04-03,15.95,5.88,242,0.28,95631,0.0,35.444,-98.287
-2011-04-04,11.55,3.88,298,0.19,96369,0.0,35.444,-98.287
-2011-04-05,21.04,5.73,296,0.18,95372,0.0,35.444,-98.287
-2011-04-06,20.39,0.89,259,0.33,95319,0.0,35.444,-98.287
-2011-04-07,23.48,4.91,252,0.51,95287,0.03,35.444,-98.287
-2011-04-08,26.57,6.99,281,0.51,95354,0.0,35.444,-98.287
-2011-04-09,25.67,6.3,266,0.35,95266,0.0,35.444,-98.287
-2011-04-10,18.55,5.57,281,0.24,96060,0.0,35.444,-98.287
-2011-04-11,16.77,1.17,308,0.23,96596,0.0,35.444,-98.287
-2011-04-12,20.52,5.69,304,0.27,95990,0.0,35.444,-98.287
-2011-04-13,22.19,5.51,298,0.29,95266,0.0,35.444,-98.287
-2011-04-14,13.27,10.36,202,0.34,95322,0.0,35.444,-98.287
-2011-04-15,13.03,4.25,316,0.19,96267,0.0,35.444,-98.287
-2011-04-16,18.28,6.66,289,0.23,95718,0.0,35.444,-98.287
-2011-04-17,24.63,4.87,304,0.36,94844,0.0,35.444,-98.287
-2011-04-18,23.37,2.63,304,0.3,94877,0.0,35.444,-98.287
-2011-04-19,13.65,5.62,253,0.5,96250,0.0,35.444,-98.287
-2011-04-20,14.38,3.29,57,0.63,96286,0.27,35.444,-98.287
-2011-04-21,23.03,3.89,295,0.56,95290,0.01,35.444,-98.287
-2011-04-22,18.65,5.27,106,0.5,95575,0.01,35.444,-98.287
-2011-04-23,12.76,3.67,56,0.65,95950,1.62,35.444,-98.287
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-2011-04-25,12.13,1.32,258,0.71,94985,0.02,35.444,-98.287
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diff --git a/NaturalDisasterProject/Deliverable_1/weather_data.py b/NaturalDisasterProject/Deliverable_1/weather_data.py
deleted file mode 100644
index e69de29b..00000000

From 2d9ab0d963afc4b937e658365a5ead86875256d1 Mon Sep 17 00:00:00 2001
From: Frazier Horn <37252035+fhorn97@users.noreply.github.com>
Date: Tue, 2 Mar 2021 19:05:27 -0500
Subject: [PATCH 19/46] Update Project_Proposal_CS506.md

---
 .../Deliverable_1/Project_Proposal_CS506.md               | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/NaturalDisasterProject/Deliverable_1/Project_Proposal_CS506.md b/NaturalDisasterProject/Deliverable_1/Project_Proposal_CS506.md
index 5efa509d..ffe58f7d 100644
--- a/NaturalDisasterProject/Deliverable_1/Project_Proposal_CS506.md
+++ b/NaturalDisasterProject/Deliverable_1/Project_Proposal_CS506.md
@@ -5,13 +5,13 @@
 
 | Syntax      | Description |
 | ----------- | ----------- |
-| Contact      | Name: Simon Angel, Abdullaah Robins, Andrew Eramo, Alvaro Carrascosa|
-| Email | varo@bu.edu, arobins@bu.edu, aeramo@bu.edu, simonang@bu.edu |
-|Cell Phone| (786) 863-0176, (470) 269-5940, (954) 707-0907, (305) 393-9302 |
+| Contact      | Name: Simon Angel, Abdullaah Robins, Frazier Horn, Alvaro Carrascosa|
+| Email | varo@bu.edu, arobins@bu.edu, fhorn@bu.edu, simonang@bu.edu |
+|Cell Phone| (786) 863-0176, (470) 269-5940, (617) 840-4970, (305) 393-9302 |
 | Organization   |         |
 | Project Type   |  Data Science  |
 | Project Description  |  This project invloves collecting data about the prevalence of occurrences of certain natural disasters, specifically tornadoes and earthquakes, with the purpose of identifying climate and weather trends leading up to the occurrence. <br><br> The environmental patterns we would like to investigate are surface weather, rainfall, and general weather data to determine patterns and correlation between the various natural disasters. <br><br> Today we can find historical weather data and data on the significant natural disasters, but there isn’t much indication to the general public when these natural disasters will happen. <br><br> Our goal is to bring knowledge of trends and visualized quantification of aspects within the environment that lead up to the occurrence and to help predict when these disasters will happen. |
 | DataSets |  Climate Change: Earth Surface Temperature Data <br>https://www.kaggle.com/berkeleyearth/climate-change-earth-surface-temperature-data <br><br> Significant Earthquakes <br> https://www.kaggle.com/usgs/earthquake-database <br><br> Fires <br> https://www.kaggle.com/rtatman/188-million-us-wildfires<br><br> Glaciers <br> http://www.glims.org/download/ <br><br> Floods <br> https://www.eea.europa.eu/data-and-maps/data/european-past-floods/flood-phenomena/flood-phenomena-csv-files <br><br> Storm Events Database <br> https://www.ncdc.noaa.gov/stormevents/choosedates.jsp?statefips=-999%2CALL <br><br> Weather API <br> https://oikolab.com/api-details#api=weather&operation=weather-data         |
 | Suggested Steps | <ul><li>Clean temperature data put into Pandas dataframes.<ul><li>This could be the “n” most volatile days or the days on which the temperature changes, for example a 3% change.</li></ul></li><li>Clean the data from the non temperature data from various datasets into respective data frames.</li><li>We will make time series analytics for each distinct type of phenomenon.</li><li>Each form of data will be correlated with temperature change over time.<ul><li>We understand different phenomena can have a different relationship with temperature change, therefore they must be analyzed separately.</li></ul></li><li>Analyze the phenomena (disasters or disastrous trends) to see if there is acorrelation between them and the rise of temperatures.</li></ul>                           |
 | Questions to be Answered in Analysis       | <ul><li>When have each of these phenomena peaked in happening?</li><li>What are some consistent weather patterns leading up to the phenomena?</li><li>What weather data is unique to the phenomena?</li><li>When have the highest continuous periods of increase been?<ul><li>Are these periods related?<ul><li>Could this prove correlation?</li></ul></li></ul></li><li>Are there outlier years or periods?</li><li>Where do Tornados occur more often geographically?</li></ul>|
-|               |              |
\ No newline at end of file
+|               |              |

From fed0a699a2d93787c0bf4301995025d4cc92645b Mon Sep 17 00:00:00 2001
From: varocarras <34591902+varocarras@users.noreply.github.com>
Date: Tue, 2 Mar 2021 19:28:14 -0500
Subject: [PATCH 20/46] Delete testFile

---
 NaturalDisasterProject/Datasets/testFile | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 NaturalDisasterProject/Datasets/testFile

diff --git a/NaturalDisasterProject/Datasets/testFile b/NaturalDisasterProject/Datasets/testFile
deleted file mode 100644
index efb7a7cd..00000000
--- a/NaturalDisasterProject/Datasets/testFile
+++ /dev/null
@@ -1 +0,0 @@
-this is a test. 
\ No newline at end of file

From 6e1fdd0445c46f1745e939b1409eef60e511db98 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Tue, 2 Mar 2021 19:28:45 -0500
Subject: [PATCH 21/46] Deliverable 1

---
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 .gitignore                                    |   1 -
 .../Deliverable_1/{README.md => D1_README.md} |   0
 NaturalDisasterProject/README.md              |  66 ------------------
 4 files changed, 67 deletions(-)
 delete mode 100644 .gitignore
 rename NaturalDisasterProject/Deliverable_1/{README.md => D1_README.md} (100%)
 delete mode 100644 NaturalDisasterProject/README.md

diff --git a/.DS_Store b/.DS_Store
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diff --git a/.gitignore b/.gitignore
deleted file mode 100644
index e43b0f98..00000000
--- a/.gitignore
+++ /dev/null
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diff --git a/NaturalDisasterProject/Deliverable_1/README.md b/NaturalDisasterProject/Deliverable_1/D1_README.md
similarity index 100%
rename from NaturalDisasterProject/Deliverable_1/README.md
rename to NaturalDisasterProject/Deliverable_1/D1_README.md
diff --git a/NaturalDisasterProject/README.md b/NaturalDisasterProject/README.md
deleted file mode 100644
index f020892e..00000000
--- a/NaturalDisasterProject/README.md
+++ /dev/null
@@ -1,66 +0,0 @@
-# CS 506 - Final Project Repository
-
-All final projects for CS506.
-
-## Deliverables
-
-See Syllabus for due dates. Project deliverables can be modified with approval of PMs, the client, or the instructor.
-
-### Project Deliverable 0
-
-Teams should have set up weekly meetings with their client for the remainder of the semester,  reviewed the project scope, and submitted a pull request with the revised and final project description. Project descriptions should include data sources that your team will collect, including any additional datasets you identify that you think would enhance the project, specific questions that will be answered and the step by step approach you will take for transforming the data (cleaning) and answering strategic questions.
-
-#### Checklist
-
-- [ ] Reviewed all previous material
-- [ ] Revised scope of the project if needed
-- [ ] Identify / list limitations with data and potential risks of achieving project goal
-- [ ] Meet with client to review the project
-- [ ] Schedule weekly meetings with PMs and bi-weekly with client
-- [ ] Submit a PR with the revised project proposal including list of limitations
-
-### Project Deliverable 1
-
-Sufficient data should have been collected to perform a preliminary analysis of the data and attempt to answer one question relevant to your project proposal which you will submit as a pull request. If data has already been collected for your project you must answer two questions.
-
-#### Checklist
-
-- [ ] Collect and pre-process a preliminary batch of data
-- [ ] Perform a preliminary analysis of the data
-- [ ] Answer one key question
-- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
-- [ ] Submit a PR with the above report and modifications to original proposal
-
-### Project Deliverable 2
-
-More data should have been collected to perform a more thorough analysis of the data and attempt to answer one additional question relevant to your project proposal which you will submit as a pull request.
-
-#### Checklist
-
-- [ ] Collect and pre-process a secondary batch of data
-- [ ] Refine the preliminary analysis of the data performed in PD1
-- [ ] Answer another key question
-- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
-- [ ] Submit a PR with the above report and modifications to original proposal
-
-### Project Deliverable 3 (v1 Final Report)
-
-All data should have been collected. All project questions should have been reviewed, answered, and submitted in a written document outlining findings as a PR. You will also be asked to submit the associated data and a README explaining what each label/feature in your dataset represents. Your team should meet with the client before this deliverable.
-
-#### Checklist
-
-- [ ] All data is collected
-- [ ] Refine the preliminary analysis of the data performed in PD1&2
-- [ ] Answer another key question
-- [ ] Attempt to answer overarching project question
-- [ ] Create a draft of your final report
-- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
-- [ ] Submit a PR with the above report and modifications to original proposal
-
-### Project Deliverable 4 (v2 Final Report)
-
-This is a draft of your final report that has been reviewed by your client. It includes all visualizations, results, data, and code up to this point, along with proper documentation on how to reproduce your results, compile and use your codebase, and navigate your dataset. Your team will submit this as a PR.
-
-### Final Project Deliverable
-
-This should be an enhancement of deliverable 4.

From 40a272d601ca5f6d2f600a8bb95249038701f47c Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Tue, 2 Mar 2021 19:30:54 -0500
Subject: [PATCH 22/46] Checklist update

---
 .../Deliverable_1/{D1_README.md => Deliverable_Checklist.md}      | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename NaturalDisasterProject/Deliverable_1/{D1_README.md => Deliverable_Checklist.md} (100%)

diff --git a/NaturalDisasterProject/Deliverable_1/D1_README.md b/NaturalDisasterProject/Deliverable_1/Deliverable_Checklist.md
similarity index 100%
rename from NaturalDisasterProject/Deliverable_1/D1_README.md
rename to NaturalDisasterProject/Deliverable_1/Deliverable_Checklist.md

From d54fcf79dd07c24b3e656392bdef86057646ea3f Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Tue, 2 Mar 2021 19:38:35 -0500
Subject: [PATCH 23/46] Delete .DS_Store

---
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 delete mode 100644 NaturalDisasterProject/.DS_Store

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From 4cbe51f29665c3afd45633ae6628d6ab1e648a67 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Tue, 2 Mar 2021 19:38:52 -0500
Subject: [PATCH 24/46] Delete .DS_Store

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From 5365e15a74ea652fd36945cc395eaf278b2808bc Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Tue, 2 Mar 2021 19:40:08 -0500
Subject: [PATCH 25/46] Delete .DS_Store

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From 18592847e7139cb64c4442401c4ebdeb6f186929 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Tue, 2 Mar 2021 19:43:27 -0500
Subject: [PATCH 26/46] Create README.md

---
 README.md | 67 +++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 67 insertions(+)
 create mode 100644 README.md

diff --git a/README.md b/README.md
new file mode 100644
index 00000000..0e19f031
--- /dev/null
+++ b/README.md
@@ -0,0 +1,67 @@
+# CS 506 - Final Project Repository
+
+All final projects for CS506.
+
+## Deliverables
+
+See Syllabus for due dates. Project deliverables can be modified with approval of PMs, the client, or the instructor.
+
+### Project Deliverable 0
+
+Teams should have set up weekly meetings with their client for the remainder of the semester,  reviewed the project scope, and submitted a pull request with the revised and final project description. Project descriptions should include data sources that your team will collect, including any additional datasets you identify that you think would enhance the project, specific questions that will be answered and the step by step approach you will take for transforming the data (cleaning) and answering strategic questions.
+
+#### Checklist
+
+- [ ] Reviewed all previous material
+- [ ] Revised scope of the project if needed
+- [ ] Identify / list limitations with data and potential risks of achieving project goal
+- [ ] Meet with client to review the project
+- [ ] Schedule weekly meetings with PMs and bi-weekly with client
+- [ ] Submit a PR with the revised project proposal including list of limitations
+
+### Project Deliverable 1
+
+Sufficient data should have been collected to perform a preliminary analysis of the data and attempt to answer one question relevant to your project proposal which you will submit as a pull request. If data has already been collected for your project you must answer two questions.
+
+#### Checklist
+
+- [ ] Collect and pre-process a preliminary batch of data
+- [ ] Perform a preliminary analysis of the data
+- [ ] Answer one key question
+- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
+- [ ] Submit a PR with the above report and modifications to original proposal
+
+### Project Deliverable 2
+
+More data should have been collected to perform a more thorough analysis of the data and attempt to answer one additional question relevant to your project proposal which you will submit as a pull request.
+
+#### Checklist
+
+- [ ] Collect and pre-process a secondary batch of data
+- [ ] Refine the preliminary analysis of the data performed in PD1
+- [ ] Answer another key question
+- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
+- [ ] Submit a PR with the above report and modifications to original proposal
+
+### Project Deliverable 3 (v1 Final Report)
+
+All data should have been collected. All project questions should have been reviewed, answered, and submitted in a written document outlining findings as a PR. You will also be asked to submit the associated data and a README explaining what each label/feature in your dataset represents. Your team should meet with the client before this deliverable.
+
+#### Checklist
+
+- [ ] All data is collected
+- [ ] Refine the preliminary analysis of the data performed in PD1&2
+- [ ] Answer another key question
+- [ ] Attempt to answer overarching project question
+- [ ] Create a draft of your final report
+- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
+- [ ] Submit a PR with the above report and modifications to original proposal
+
+### Project Deliverable 4 (v2 Final Report)
+
+This is a draft of your final report that has been reviewed by your client. It includes all visualizations, results, data, and code up to this point, along with proper documentation on how to reproduce your results, compile and use your codebase, and navigate your dataset. Your team will submit this as a PR.
+
+### Final Project Deliverable
+
+This should be an enhancement of deliverable 4.
+

From 6bbe68a7d3492eecfb37a872e7c711045258d5ca Mon Sep 17 00:00:00 2001
From: varocarras <34591902+varocarras@users.noreply.github.com>
Date: Tue, 2 Mar 2021 21:27:19 -0500
Subject: [PATCH 27/46] Started Graphing Notebook

---
 .../Graphing-checkpoint.ipynb                 | 233 ++++++++++++++++++
 .../Deliverable_2/Graphing.ipynb              | 233 ++++++++++++++++++
 2 files changed, 466 insertions(+)
 create mode 100644 NaturalDisasterProject/Deliverable_2/.ipynb_checkpoints/Graphing-checkpoint.ipynb
 create mode 100644 NaturalDisasterProject/Deliverable_2/Graphing.ipynb

diff --git a/NaturalDisasterProject/Deliverable_2/.ipynb_checkpoints/Graphing-checkpoint.ipynb b/NaturalDisasterProject/Deliverable_2/.ipynb_checkpoints/Graphing-checkpoint.ipynb
new file mode 100644
index 00000000..71ec896e
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_2/.ipynb_checkpoints/Graphing-checkpoint.ipynb
@@ -0,0 +1,233 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "favorite-concept",
+   "metadata": {},
+   "source": [
+    "# Graphing function"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 103,
+   "id": "transparent-shoulder",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%matplotlib inline \n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "\n",
+    "from matplotlib import colors\n",
+    "from matplotlib.ticker import PercentFormatter"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "african-reproduction",
+   "metadata": {},
+   "source": [
+    "## Global Values"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "killing-redhead",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "miniature-timer",
+   "metadata": {},
+   "source": [
+    "## Loading Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 104,
+   "id": "framed-dispatch",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Field 0: 'datatime'\n",
+    "#Field 1: 'temperature'\n",
+    "#Field 2: 'windspeed'\n",
+    "#Field 3: 'surface solar radiation'\n",
+    "#Field 4: 'relative humidity'\n",
+    "#Field 5: 'surface pressure'\n",
+    "#Field 6: 'total precipitation'\n",
+    "#Field 7: 'latitude'\n",
+    "#Field 8: 'longitude'\n",
+    "\n",
+    "\n",
+    "data = pd.read_csv (\"historical_data_fin.csv\",header=None)\n",
+    "\n",
+    "#Take data to numPy\n",
+    "numData = data.to_numpy()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "working-transsexual",
+   "metadata": {},
+   "source": [
+    "## Helper functions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 105,
+   "id": "unnecessary-forest",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getAllDataByField(field): \n",
+    "    return numData[1:,field:field+1]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "average-prime",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 108,
+   "id": "incorporate-cowboy",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "TypeError",
+     "evalue": "Image data of dtype object cannot be converted to float",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-108-0500433780e9>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mgetAllDataByField\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\pyplot.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, filternorm, filterrad, resample, url, data, **kwargs)\u001b[0m\n\u001b[0;32m   2722\u001b[0m         \u001b[0mfilternorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mTrue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfilterrad\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresample\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2723\u001b[0m         data=None, **kwargs):\n\u001b[1;32m-> 2724\u001b[1;33m     __ret = gca().imshow(\n\u001b[0m\u001b[0;32m   2725\u001b[0m         \u001b[0mX\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcmap\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcmap\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mnorm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0maspect\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0maspect\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2726\u001b[0m         \u001b[0minterpolation\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minterpolation\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0malpha\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvmin\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mvmin\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\__init__.py\u001b[0m in \u001b[0;36minner\u001b[1;34m(ax, data, *args, **kwargs)\u001b[0m\n\u001b[0;32m   1445\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0minner\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1446\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mdata\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1447\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0mmap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msanitize_sequence\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1448\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1449\u001b[0m         \u001b[0mbound\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnew_sig\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\axes\\_axes.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(self, X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, filternorm, filterrad, resample, url, **kwargs)\u001b[0m\n\u001b[0;32m   5521\u001b[0m                               resample=resample, **kwargs)\n\u001b[0;32m   5522\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 5523\u001b[1;33m         \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_data\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mX\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   5524\u001b[0m         \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_alpha\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5525\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_clip_path\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\image.py\u001b[0m in \u001b[0;36mset_data\u001b[1;34m(self, A)\u001b[0m\n\u001b[0;32m    700\u001b[0m         if (self._A.dtype != np.uint8 and\n\u001b[0;32m    701\u001b[0m                 not np.can_cast(self._A.dtype, float, \"same_kind\")):\n\u001b[1;32m--> 702\u001b[1;33m             raise TypeError(\"Image data of dtype {} cannot be converted to \"\n\u001b[0m\u001b[0;32m    703\u001b[0m                             \"float\".format(self._A.dtype))\n\u001b[0;32m    704\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;31mTypeError\u001b[0m: Image data of dtype object cannot be converted to float"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAQYAAAD8CAYAAACVSwr3AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAMbElEQVR4nO3bcYikd33H8ffHXFOpjbGYFeTuNJFeqldbMF1Si1BTTMslhbs/LHIHobUED62RglJIsaQS/7JSC8K19kpDVDDx9I+y4EmgNiEQPM2GaPQuRNbTNhelOTXNP8HE0G//mEk72e/uzZO72Znb+n7BwjzP/Hbmu8PwvmeeeS5VhSRNetmiB5B08TEMkhrDIKkxDJIawyCpMQySmqlhSHJHkieTfHuT+5Pkk0nWkjyS5JrZjylpnoYcMdwJ7DvH/TcAe8Y/h4F/uPCxJC3S1DBU1f3AT86x5ADwmRo5AbwqyWtnNaCk+dsxg8fYCTw+sX1mvO+H6xcmOczoqIJXvOIVv/XGN75xBk8vaTMPPfTQj6pq6aX+3izCMFhVHQWOAiwvL9fq6uo8n176uZPk38/n92bxrcQTwO6J7V3jfZK2qVmEYQX44/G3E28Fnq6q9jFC0vYx9aNEkruA64ArkpwB/hr4BYCq+hRwHLgRWAOeAf50q4aVNB9Tw1BVh6bcX8D7ZzaRpIXzykdJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBknNoDAk2ZfksSRrSW7d4P7XJbk3ycNJHkly4+xHlTQvU8OQ5BLgCHADsBc4lGTvumV/BRyrqrcAB4G/n/WgkuZnyBHDtcBaVZ2uqueAu4ED69YU8Mrx7cuBH8xuREnzNiQMO4HHJ7bPjPdN+ghwU5IzwHHgAxs9UJLDSVaTrJ49e/Y8xpU0D7M6+XgIuLOqdgE3Ap9N0h67qo5W1XJVLS8tLc3oqSXN2pAwPAHsntjeNd436WbgGEBVfRV4OXDFLAaUNH9DwvAgsCfJVUkuZXRycWXdmv8A3gGQ5E2MwuBnBWmbmhqGqnoeuAW4B3iU0bcPJ5PcnmT/eNmHgPck+SZwF/DuqqqtGlrS1toxZFFVHWd0UnFy320Tt08Bb5vtaJIWxSsfJTWGQVJjGCQ1hkFSYxgkNYZBUmMYJDWGQVJjGCQ1hkFSYxgkNYZBUmMYJDWGQVJjGCQ1hkFSYxgkNYZBUmMYJDWGQVJjGCQ1hkFSYxgkNYZBUmMYJDWGQVJjGCQ1hkFSYxgkNYZBUmMYJDWGQVJjGCQ1hkFSMygMSfYleSzJWpJbN1nzriSnkpxM8rnZjilpnnZMW5DkEuAI8PvAGeDBJCtVdWpizR7gL4G3VdVTSV6zVQNL2npDjhiuBdaq6nRVPQfcDRxYt+Y9wJGqegqgqp6c7ZiS5mlIGHYCj09snxnvm3Q1cHWSB5KcSLJvowdKcjjJapLVs2fPnt/EkrbcrE4+7gD2ANcBh4B/SvKq9Yuq6mhVLVfV8tLS0oyeWtKsDQnDE8Duie1d432TzgArVfWzqvoe8B1GoZC0DQ0Jw4PAniRXJbkUOAisrFvzL4yOFkhyBaOPFqdnN6akeZoahqp6HrgFuAd4FDhWVSeT3J5k/3jZPcCPk5wC7gX+oqp+vFVDS9paqaqFPPHy8nKtrq4u5LmlnxdJHqqq5Zf6e175KKkxDJIawyCpMQySGsMgqTEMkhrDIKkxDJIawyCpMQySGsMgqTEMkhrDIKkxDJIawyCpMQySGsMgqTEMkhrDIKkxDJIawyCpMQySGsMgqTEMkhrDIKkxDJIawyCpMQySGsMgqTEMkhrDIKkxDJIawyCpMQySGsMgqRkUhiT7kjyWZC3JredY984klWR5diNKmrepYUhyCXAEuAHYCxxKsneDdZcBfw58bdZDSpqvIUcM1wJrVXW6qp4D7gYObLDuo8DHgJ/OcD5JCzAkDDuBxye2z4z3/a8k1wC7q+pL53qgJIeTrCZZPXv27EseVtJ8XPDJxyQvAz4BfGja2qo6WlXLVbW8tLR0oU8taYsMCcMTwO6J7V3jfS+4DHgzcF+S7wNvBVY8ASltX0PC8CCwJ8lVSS4FDgIrL9xZVU9X1RVVdWVVXQmcAPZX1eqWTCxpy00NQ1U9D9wC3AM8ChyrqpNJbk+yf6sHlDR/O4YsqqrjwPF1+27bZO11Fz6WpEXyykdJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQYBkmNYZDUGAZJjWGQ1BgGSY1hkNQMCkOSfUkeS7KW5NYN7v9gklNJHknylSSvn/2okuZlahiSXAIcAW4A9gKHkuxdt+xhYLmqfhP4IvA3sx5U0vwMOWK4FlirqtNV9RxwN3BgckFV3VtVz4w3TwC7ZjumpHkaEoadwOMT22fG+zZzM/Dlje5IcjjJapLVs2fPDp9S0lzN9ORjkpuAZeDjG91fVUerarmqlpeWlmb51JJmaMeANU8Auye2d433vUiS64EPA2+vqmdnM56kRRhyxPAgsCfJVUkuBQ4CK5MLkrwF+Edgf1U9OfsxJc3T1DBU1fPALcA9wKPAsao6meT2JPvHyz4O/DLwhSTfSLKyycNJ2gaGfJSgqo4Dx9ftu23i9vUznkvSAnnlo6TGMEhqDIOkxjBIagyDpMYwSGoMg6TGMEhqDIOkxjBIagyDpMYwSGoMg6TGMEhqDIOkxjBIagyDpMYwSGoMg6TGMEhqDIOkxjBIagyDpMYwSGoMg6TGMEhqDIOkxjBIagyDpMYwSGoMg6TGMEhqDIOkxjBIagyDpGZQGJLsS/JYkrUkt25w/y8m+fz4/q8luXLmk0qam6lhSHIJcAS4AdgLHEqyd92ym4GnqupXgb8DPjbrQSXNz5AjhmuBtao6XVXPAXcDB9atOQB8enz7i8A7kmR2Y0qapx0D1uwEHp/YPgP89mZrqur5JE8DrwZ+NLkoyWHg8Hjz2STfPp+hF+QK1v09F7HtNCtsr3m306wAv3Y+vzQkDDNTVUeBowBJVqtqeZ7PfyG207zbaVbYXvNup1lhNO/5/N6QjxJPALsntneN9224JskO4HLgx+czkKTFGxKGB4E9Sa5KcilwEFhZt2YF+JPx7T8C/q2qanZjSpqnqR8lxucMbgHuAS4B7qiqk0luB1aragX4Z+CzSdaAnzCKxzRHL2DuRdhO826nWWF7zbudZoXznDf+wy5pPa98lNQYBknNlodhO11OPWDWDyY5leSRJF9J8vpFzDkxzznnnVj3ziSVZGFfsw2ZNcm7xq/vySSfm/eM62aZ9l54XZJ7kzw8fj/cuIg5x7PckeTJza4Lysgnx3/LI0mumfqgVbVlP4xOVn4XeANwKfBNYO+6NX8GfGp8+yDw+a2c6QJn/T3gl8a337eoWYfOO153GXA/cAJYvlhnBfYADwO/Mt5+zcX82jI6qfe+8e29wPcXOO/vAtcA397k/huBLwMB3gp8bdpjbvURw3a6nHrqrFV1b1U9M948weiajkUZ8toCfJTR/1356TyHW2fIrO8BjlTVUwBV9eScZ5w0ZN4CXjm+fTnwgznO9+JBqu5n9G3gZg4An6mRE8Crkrz2XI+51WHY6HLqnZutqarngRcup563IbNOuplRhRdl6rzjQ8bdVfWleQ62gSGv7dXA1UkeSHIiyb65TdcNmfcjwE1JzgDHgQ/MZ7Tz8lLf2/O9JPr/iyQ3AcvA2xc9y2aSvAz4BPDuBY8y1A5GHyeuY3Qkdn+S36iq/1rkUOdwCLizqv42ye8wuo7nzVX134sebBa2+ohhO11OPWRWklwPfBjYX1XPzmm2jUyb9zLgzcB9Sb7P6LPlyoJOQA55bc8AK1X1s6r6HvAdRqFYhCHz3gwcA6iqrwIvZ/QfrC5Gg97bL7LFJ0V2AKeBq/i/kzi/vm7N+3nxycdjCzqBM2TWtzA6KbVnETO+1HnXrb+PxZ18HPLa7gM+Pb59BaND31dfxPN+GXj3+PabGJ1jyALfD1ey+cnHP+TFJx+/PvXx5jDwjYzq/13gw+N9tzP6FxdGpf0CsAZ8HXjDAl/cabP+K/CfwDfGPyuLmnXIvOvWLiwMA1/bMProcwr4FnDwYn5tGX0T8cA4Gt8A/mCBs94F/BD4GaMjr5uB9wLvnXhtj4z/lm8NeR94SbSkxisfJTWGQVJjGCQ1hkFSYxgkNYZBUmMYJDX/AwqkUdVj8DQ4AAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(getAllDataByField(0))\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "wooden-receptor",
+   "metadata": {},
+   "source": [
+    "## Histogram"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "least-permit",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([5.0000e+00, 2.6000e+01, 1.2400e+02, 4.7400e+02, 1.3770e+03,\n",
+       "        3.3890e+03, 6.5770e+03, 1.1149e+04, 1.5483e+04, 1.7187e+04,\n",
+       "        1.6161e+04, 1.2524e+04, 8.1070e+03, 4.4260e+03, 1.9920e+03,\n",
+       "        6.9700e+02, 2.3000e+02, 6.1000e+01, 1.0000e+01, 1.0000e+00]),\n",
+       " array([0.44937032, 0.91990838, 1.39044644, 1.8609845 , 2.33152256,\n",
+       "        2.80206062, 3.27259868, 3.74313675, 4.21367481, 4.68421287,\n",
+       "        5.15475093, 5.62528899, 6.09582705, 6.56636511, 7.03690317,\n",
+       "        7.50744123, 7.97797929, 8.44851735, 8.91905541, 9.38959347,\n",
+       "        9.86013153]),\n",
+       " <BarContainer object of 20 artists>)"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAagAAAEYCAYAAAAJeGK1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAXI0lEQVR4nO3df6zldX3n8edrh2KN1TLILaUMdNAdTdTdHXGC7NYadqkwgnFw07hDsmVU4kiERNMm7lA3i7FLMra17ppYDOpESJUfFSkTHYsj6667yaIMiPxSyoBDmMnATMFKu25ose/943wuexjvzL3eczj3c+c8H8nJ/Z7399fnnvOded3P53zu96aqkCSpN/9kqRsgSdJcDChJUpcMKElSlwwoSVKXDChJUpeOWeoGLNYJJ5xQq1evXupmSAt25513/nVVzYzjWF7/Wm4Wc/0v24BavXo1u3btWupmSAuW5NFxHcvrX8vNYq5/h/gkSV0yoCRJXTKgJEldMqAkSV0yoCRJXTKgJEldMqAkSV0yoCRJXTKgJEldMqAkSV2a91ZHSbYBbwMOVNXrWu0G4NVtk+OAv6mqtUlWA98HHmzrbq+qS9o+bwA+D7wY2AF8oKoqyfHADcBqYA/wzqr60Ri+Ny3S6i1fPeL6PVvPn1BLJE2zhfSgPg+sHy5U1b+rqrVVtRa4Cfjy0OqHZ9fNhlNzFfBeYE17zB5zC3BbVa0BbmvPJUlTbt6AqqpvAU/NtS5JgHcC1x3pGElOAl5WVbdXVQHXAhe01RuAa9ryNUN1SdIUG/UzqN8Enqiqh4ZqpyX5bpL/keQ3W+1kYO/QNntbDeDEqtrflh8HThyxTZKko8Cof27jQp7fe9oPnFpVT7bPnP4iyWsXerD2mVQdbn2SzcBmgFNPPXWRTZaWJ69/TZtF96CSHAP8WwYTHACoqmeq6sm2fCfwMPAqYB+wamj3Va0G8EQbApwdCjxwuHNW1dVVta6q1s3MjOXvvknLhte/ps0oQ3y/Bfygqp4buksyk2RFW34Fg8kQj7QhvKeTnNk+t7oIuKXtth3Y1JY3DdUlSVNs3oBKch3wv4FXJ9mb5OK2aiM/OznizcA9Se4GvgRcUlWzEyzeD3wW2M2gZ/W1Vt8KvCXJQwxCb+vivx1J0tFi3s+gqurCw9TfNUftJgbTzufafhfwujnqTwJnz9cOSRoHf89v+fBOEpKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQujXonCS1D881ikqQe2IOSJHXJgJIkdcmAkiR1yYCSJHXJgJIkdcmAkiR1yWnmkjTkSL+G4Y1kJ8selCSpSwaUJKlLBpQkqUsGlCSpSwaUJKlLBpQkqUsGlCSpSwaUJKlLBpQkqUveSUI/N3/TXj3zD3IePexBSZK6ZEBJkro0b0Al2ZbkQJL7hmofSbIvyd3tcd7QusuT7E7yYJJzh+rrW213ki1D9dOSfLvVb0hy7Di/QUnS8rSQHtTngfVz1D9RVWvbYwdAktcAG4HXtn3+NMmKJCuATwFvBV4DXNi2BfhYO9Y/BX4EXDzKNyRJOjrMG1BV9S3gqQUebwNwfVU9U1U/BHYDZ7TH7qp6pKr+Hrge2JAkwL8BvtT2vwa44Of7FiRJR6NRPoO6LMk9bQhwZaudDDw2tM3eVjtc/eXA31TVs4fU55Rkc5JdSXYdPHhwhKZLy4/Xv6bNYgPqKuCVwFpgP/DxcTXoSKrq6qpaV1XrZmZmJnFKqRte/5o2i/o9qKp6YnY5yWeAr7Sn+4BThjZd1Wocpv4kcFySY1ovanh7SdIUW1QPKslJQ0/fAczO8NsObEzyoiSnAWuA7wB3AGvajL1jGUyk2F5VBXwT+O22/ybglsW0SZJ0dJm3B5XkOuAs4IQke4ErgLOSrAUK2AO8D6Cq7k9yI/AA8CxwaVX9tB3nMuBWYAWwrarub6f4D8D1Sf4z8F3gc+P65iRJy9e8AVVVF85RPmyIVNWVwJVz1HcAO+aoP8Jglp8kSc/xThKSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ds9QN0Pit3vLVpW6CJI3MHpQkqUvzBlSSbUkOJLlvqPZHSX6Q5J4kNyc5rtVXJ/m/Se5uj08P7fOGJPcm2Z3kk0nS6scn2ZnkofZ15QvwfUqSlpmF9KA+D6w/pLYTeF1V/XPgr4DLh9Y9XFVr2+OSofpVwHuBNe0xe8wtwG1VtQa4rT2XJE25eQOqqr4FPHVI7etV9Wx7ejuw6kjHSHIS8LKqur2qCrgWuKCt3gBc05avGapLkqbYOCZJvAe4Yej5aUm+CzwN/Meq+p/AycDeoW32thrAiVW1vy0/Dpx4uBMl2QxsBjj11FPH0HRp+fD6X3rzTUDas/X8CbVkOow0SSLJh4FngS+00n7g1Kp6PfC7wBeTvGyhx2u9qzrC+qural1VrZuZmRmh5dLy4/WvabPoHlSSdwFvA85uwUJVPQM805bvTPIw8CpgH88fBlzVagBPJDmpqva3ocADi22TJOnosageVJL1wIeAt1fVT4bqM0lWtOVXMJgM8Ugbwns6yZlt9t5FwC1tt+3Apra8aaguSZpi8/agklwHnAWckGQvcAWDWXsvAna22eK3txl7bwY+muQfgH8ELqmq2QkW72cwI/DFwNfaA2ArcGOSi4FHgXeO5TuTJC1r8wZUVV04R/lzh9n2JuCmw6zbBbxujvqTwNnztUOSNF28k4QkqUsGlCSpSwaUJKlLBpQkqUsGlCSpSwaUJKlLBpQkqUsGlCSpSwaUJKlLBpQkqUsGlCSpSwaUJKlLBpQkqUvj+JPvkjQx8/3ZdR097EFJkrpkQEmSumRASZK65GdQGqv5Ph/Ys/X8CbVE0nJnD0qS1CUDSpLUJQNKktQlA0qS1CUDSpLUJQNKktQlA0qS1KUFBVSSbUkOJLlvqHZ8kp1JHmpfV7Z6knwyye4k9yQ5fWifTW37h5JsGqq/Icm9bZ9PJsk4v0lJ0vKz0B7U54H1h9S2ALdV1RrgtvYc4K3AmvbYDFwFg0ADrgDeCJwBXDEbam2b9w7td+i5JElTZkEBVVXfAp46pLwBuKYtXwNcMFS/tgZuB45LchJwLrCzqp6qqh8BO4H1bd3Lqur2qirg2qFjSZKm1CifQZ1YVfvb8uPAiW35ZOCxoe32ttqR6nvnqP+MJJuT7Eqy6+DBgyM0XVp+vP41bcYySaL1fGocx5rnPFdX1bqqWjczM/NCn07qite/ps0oAfVEG56jfT3Q6vuAU4a2W9VqR6qvmqMuSZpiowTUdmB2Jt4m4Jah+kVtNt+ZwI/bUOCtwDlJVrbJEecAt7Z1Tyc5s83eu2joWJKkKbWgP7eR5DrgLOCEJHsZzMbbCtyY5GLgUeCdbfMdwHnAbuAnwLsBquqpJH8A3NG2+2hVzU68eD+DmYIvBr7WHpKkKbaggKqqCw+z6uw5ti3g0sMcZxuwbY76LuB1C2mLJGk6eCcJSVKXDChJUpcMKElSlwwoSVKXDChJUpcMKElSlwwoSVKXDChJUpcMKElSlwwoSVKXDChJUpcMKElSlwwoSVKXDChJUpcMKElSlwwoSVKXDChJUpcMKElSlxb0J9/Vl9VbvrrUTZCkF5wBJUljMt8Pj3u2nj+hlhwdHOKTJHXJgJIkdcmAkiR1yYCSJHVp0QGV5NVJ7h56PJ3kg0k+kmTfUP28oX0uT7I7yYNJzh2qr2+13Um2jPpNSZKWv0XP4quqB4G1AElWAPuAm4F3A5+oqj8e3j7Ja4CNwGuBXwO+keRVbfWngLcAe4E7kmyvqgcW2zZJ0vI3rmnmZwMPV9WjSQ63zQbg+qp6Bvhhkt3AGW3d7qp6BCDJ9W1bA0qSpti4PoPaCFw39PyyJPck2ZZkZaudDDw2tM3eVjtc/Wck2ZxkV5JdBw8eHFPTpeXB61/TZuSASnIs8Hbgz1vpKuCVDIb/9gMfH/Ucs6rq6qpaV1XrZmZmxnVYaVnw+te0GccQ31uBu6rqCYDZrwBJPgN8pT3dB5wytN+qVuMIdUnSlBrHEN+FDA3vJTlpaN07gPva8nZgY5IXJTkNWAN8B7gDWJPktNYb29i2lSRNsZF6UElewmD23fuGyn+YZC1QwJ7ZdVV1f5IbGUx+eBa4tKp+2o5zGXArsALYVlX3j9IuSdLyN1JAVdX/AV5+SO13jrD9lcCVc9R3ADtGaYsk6ejinSQkSV0yoCRJXTKgJEldMqAkSV0yoCRJXTKgJEldMqAkSV0a193MJWksVm/56lI3QZ2wByVJ6pIBJUnqkkN8mqj5hm/2bD1/Qi2R1Dt7UJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQuGVCSpC4ZUJKkLhlQkqQujRxQSfYkuTfJ3Ul2tdrxSXYmeah9XdnqSfLJJLuT3JPk9KHjbGrbP5Rk06jtkiQtb+PqQf3rqlpbVeva8y3AbVW1BritPQd4K7CmPTYDV8Eg0IArgDcCZwBXzIaaJGk6vVBDfBuAa9ryNcAFQ/Vra+B24LgkJwHnAjur6qmq+hGwE1j/ArVNkrQMjCOgCvh6kjuTbG61E6tqf1t+HDixLZ8MPDa0795WO1z9eZJsTrIrya6DBw+OoenS8uH1r2kzjoB6U1WdzmD47tIkbx5eWVXFIMRGVlVXV9W6qlo3MzMzjkNKy4bXv6bNyAFVVfva1wPAzQw+Q3qiDd3Rvh5om+8DThnafVWrHa4uSZpSIwVUkpckeensMnAOcB+wHZidibcJuKUtbwcuarP5zgR+3IYCbwXOSbKyTY44p9UkSVPqmBH3PxG4Ocnssb5YVX+Z5A7gxiQXA48C72zb7wDOA3YDPwHeDVBVTyX5A+COtt1Hq+qpEdsmSVrGRgqoqnoE+Bdz1J8Ezp6jXsClhznWNmDbKO2RJB09vJOEJKlLBpQkqUujfgYlSVqg1Vu+esT1e7aeP6GWLA8GVIfmu4glaRo4xCdJ6pIBJUnqkgElSeqSASVJ6pIBJUnqkgElSeqSASVJ6pIBJUnqkgElSeqSASVJ6pIBJUnqkvfikzRR3mtSC2UPSpLUJQNKktQlA0qS1CUDSpLUJSdJqCv+xVFJs+xBSZK6ZEBJkrpkQEmSurTogEpySpJvJnkgyf1JPtDqH0myL8nd7XHe0D6XJ9md5MEk5w7V17fa7iRbRvuWJElHg1EmSTwL/F5V3ZXkpcCdSXa2dZ+oqj8e3jjJa4CNwGuBXwO+keRVbfWngLcAe4E7kmyvqgdGaJskaZlbdEBV1X5gf1v+2yTfB04+wi4bgOur6hngh0l2A2e0dbur6hGAJNe3bQ0oSZpiY/kMKslq4PXAt1vpsiT3JNmWZGWrnQw8NrTb3lY7XH2u82xOsivJroMHD46j6dKy4fWvaTNyQCX5JeAm4INV9TRwFfBKYC2DHtbHRz3HrKq6uqrWVdW6mZmZcR1WWha8/jVtRvpF3SS/wCCcvlBVXwaoqieG1n8G+Ep7ug84ZWj3Va3GEeqSpCk1yiy+AJ8Dvl9VfzJUP2los3cA97Xl7cDGJC9KchqwBvgOcAewJslpSY5lMJFi+2LbJUk6OozSg/oN4HeAe5Pc3Wq/D1yYZC1QwB7gfQBVdX+SGxlMfngWuLSqfgqQ5DLgVmAFsK2q7h+hXZKko8Aos/j+F5A5Vu04wj5XAlfOUd9xpP0kSdPHO0lIkrrk3cwlqRPezf/57EFJkrpkD2oJzPdTkiTJHpQkqVMGlCSpSwaUJKlLBpQkqUsGlCSpS87ikzRWzlLVuNiDkiR1yYCSJHXJIT4tK94KRpoe9qAkSV0yoCRJXTKgJEldMqAkSV0yoCRJXXIWnyQtE9M2i9WAegH4m/SSNDqH+CRJXbIHJenn4giBJsUelCSpS/agdFSZtg+RpaOZPShJUpe66UElWQ/8V2AF8Nmq2rrETTosx+Al9ehoG0HoIqCSrAA+BbwF2AvckWR7VT2wtC3T0eZo+wf8QvAHMPWii4ACzgB2V9UjAEmuBzYASxJQ/gPV0c5rfDottx/Qegmok4HHhp7vBd546EZJNgOb29O/S/LgmM5/AvDXYzrWqGzL3CbSlnxsQZstti2/voh9nnPI9f9MkvtGOd6E9HQNHYntZMHX/0LM1c6f+/rvJaAWpKquBq4e93GT7KqqdeM+7mLYlrnZludf/z29HkdiO8dr2trZyyy+fcApQ89XtZokaUr1ElB3AGuSnJbkWGAjsH2J2yRJWkJdDPFV1bNJLgNuZTDNfFtV3T/BJox92HAEtmVutuX5emjDQtjO8ZqqdqaqxnEcSZLGqpchPkmSnseAkiR1yYAakuT3klSSE5a4HX+U5AdJ7klyc5LjJnz+9UkeTLI7yZZJnnuOtpyS5JtJHkhyf5IPLHF7ViT5bpKvTOh8R3wvkrwoyQ1t/beTrJ5Euw5pw7zvUZKzkvw4yd3t8Z8m3c7Wjj1J7m1t2DXH+iT5ZHs970ly+hK08dVDr9PdSZ5O8sFDtlmS1zPJtiQHhn8HL8nxSXYmeah9XXmYfTe1bR5KsmlBJ6wqH4PP4U5hMEnjUeCEJW7LOcAxbfljwMcmeO4VwMPAK4Bjge8Br1nC1+Ik4PS2/FLgr5a4Pb8LfBH4Sg/vBfB+4NNteSNwQ4/vEXDWJF6zBbR1z5H+fQPnAV8DApwJfHuJ27sCeBz49R5eT+DNwOnAfUO1PwS2tOUtc/1/BRwPPNK+rmzLK+c7nz2o/+8TwIeAJZ81UlVfr6pn29PbGfxe2KQ8d9upqvp7YPa2U0uiqvZX1V1t+W+B7zO488jEJVkFnA98dkKnXMh7sQG4pi1/CTg7SSbUPqCv92gMNgDX1sDtwHFJTlrC9pwNPFxVjy5hG55TVd8CnjqkPHwNXgNcMMeu5wI7q+qpqvoRsBNYP9/5DCggyQZgX1V9b6nbMof3MPiJblLmuu1UF//ZtOGr1wPfXqIm/BcGP8T844TOt5D34rlt2g81PwZePpHWzWGe9+hfJvlekq8lee1kW/acAr6e5M5266hD9Xb9bwSuO8y6Hl5PgBOran9bfhw4cY5tFvW6dvF7UJOQ5BvAr86x6sPA7zMYVuuiPVV1S9vmw8CzwBcm2bYeJfkl4Cbgg1X19BKc/23Agaq6M8lZkz7/cjDPe3QXg2Gqv0tyHvAXwJoJNxHgTVW1L8mvADuT/KD1CrrTblrwduDyOVb38no+T1VVkrGNQk1NQFXVb81VT/LPgNOA77WRkVXAXUnOqKrHJ92eoXa9C3gbcHa1QdwJ6e62U0l+gcF/fF+oqi8vUTN+A3h7+8/gF4GXJfmzqvr3L+A5F/JezG6zN8kxwC8DT76AbZrTfO/RcGBV1Y4kf5rkhKqa6A1aq2pf+3ogyc0MhlGHA6qn6/+twF1V9cShK3p5PZsnkpxUVfvbcOiBObbZx+Bzs1mrgP8+34Gnfoivqu6tql+pqtVVtZpB1/P0FzKc5pPBH2/8EPD2qvrJhE/f1W2n2ucpnwO+X1V/slTtqKrLq2pVu0Y2Av/tBQ4nWNh7sR2YnRH1261dE/0cdSHvUZJfnf1sLMkZDP7vmWiQJnlJkpfOLjMYNTn0jvDbgYvabL4zgR8PDV9N2oUcZnivh9dzyPA1uAm4ZY5tbgXOSbKyzfI7p9WObNKzQHp/MM8snwm1YTeD8dq72+PTEz7/eQxmYj3MYMhxKV+LNzH43OCeodfjvCVu01lMaAbVXO8F8FEGP7zAoDf35+2a+Q7wil7eI+AS4JK2zWXA/QxmIt4O/KslaOcr2vm/19oy+3oOtzMM/njqw8C9wLolusZewiBwfnmotuSvJ4PA3A/8A4Mf5i9m8JnnbcBDwDeA49u26xj8dfTZfd/TrtPdwLsXcj5vdSRJ6tLUD/FJkvpkQEmSumRASZK6ZEBJkrpkQEmSumRASZK6ZEBJkrr0/wDK12jio/Xq8QAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "N_points = 100000\n",
+    "n_bins = 20\n",
+    "\n",
+    "MAX_VAL = 100\n",
+    "# Generate a normal distribution, center at x=0 and y=5\n",
+    "x = np.random.randn(N_points)\n",
+    "y = MAX_VALUE\n",
+    "\n",
+    "fig, axs = plt.subplots(1, 2, sharey=True, tight_layout=True)\n",
+    "\n",
+    "# We can set the number of bins with the `bins` kwarg\n",
+    "axs[0].hist(x, bins=n_bins)\n",
+    "axs[1].hist(y, bins=n_bins)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "aquatic-dallas",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
new file mode 100644
index 00000000..71ec896e
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -0,0 +1,233 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "favorite-concept",
+   "metadata": {},
+   "source": [
+    "# Graphing function"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 103,
+   "id": "transparent-shoulder",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%matplotlib inline \n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "\n",
+    "from matplotlib import colors\n",
+    "from matplotlib.ticker import PercentFormatter"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "african-reproduction",
+   "metadata": {},
+   "source": [
+    "## Global Values"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "killing-redhead",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "miniature-timer",
+   "metadata": {},
+   "source": [
+    "## Loading Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 104,
+   "id": "framed-dispatch",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Field 0: 'datatime'\n",
+    "#Field 1: 'temperature'\n",
+    "#Field 2: 'windspeed'\n",
+    "#Field 3: 'surface solar radiation'\n",
+    "#Field 4: 'relative humidity'\n",
+    "#Field 5: 'surface pressure'\n",
+    "#Field 6: 'total precipitation'\n",
+    "#Field 7: 'latitude'\n",
+    "#Field 8: 'longitude'\n",
+    "\n",
+    "\n",
+    "data = pd.read_csv (\"historical_data_fin.csv\",header=None)\n",
+    "\n",
+    "#Take data to numPy\n",
+    "numData = data.to_numpy()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "working-transsexual",
+   "metadata": {},
+   "source": [
+    "## Helper functions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 105,
+   "id": "unnecessary-forest",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def getAllDataByField(field): \n",
+    "    return numData[1:,field:field+1]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "average-prime",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 108,
+   "id": "incorporate-cowboy",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "TypeError",
+     "evalue": "Image data of dtype object cannot be converted to float",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-108-0500433780e9>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mgetAllDataByField\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\pyplot.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, filternorm, filterrad, resample, url, data, **kwargs)\u001b[0m\n\u001b[0;32m   2722\u001b[0m         \u001b[0mfilternorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mTrue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfilterrad\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresample\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2723\u001b[0m         data=None, **kwargs):\n\u001b[1;32m-> 2724\u001b[1;33m     __ret = gca().imshow(\n\u001b[0m\u001b[0;32m   2725\u001b[0m         \u001b[0mX\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcmap\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcmap\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mnorm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0maspect\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0maspect\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2726\u001b[0m         \u001b[0minterpolation\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minterpolation\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0malpha\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvmin\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mvmin\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\__init__.py\u001b[0m in \u001b[0;36minner\u001b[1;34m(ax, data, *args, **kwargs)\u001b[0m\n\u001b[0;32m   1445\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0minner\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1446\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mdata\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1447\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0mmap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msanitize_sequence\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1448\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1449\u001b[0m         \u001b[0mbound\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnew_sig\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\axes\\_axes.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(self, X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, filternorm, filterrad, resample, url, **kwargs)\u001b[0m\n\u001b[0;32m   5521\u001b[0m                               resample=resample, **kwargs)\n\u001b[0;32m   5522\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 5523\u001b[1;33m         \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_data\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mX\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   5524\u001b[0m         \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_alpha\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5525\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_clip_path\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\image.py\u001b[0m in \u001b[0;36mset_data\u001b[1;34m(self, A)\u001b[0m\n\u001b[0;32m    700\u001b[0m         if (self._A.dtype != np.uint8 and\n\u001b[0;32m    701\u001b[0m                 not np.can_cast(self._A.dtype, float, \"same_kind\")):\n\u001b[1;32m--> 702\u001b[1;33m             raise TypeError(\"Image data of dtype {} cannot be converted to \"\n\u001b[0m\u001b[0;32m    703\u001b[0m                             \"float\".format(self._A.dtype))\n\u001b[0;32m    704\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
+      "\u001b[1;31mTypeError\u001b[0m: Image data of dtype object cannot be converted to float"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(getAllDataByField(0))\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "wooden-receptor",
+   "metadata": {},
+   "source": [
+    "## Histogram"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "least-permit",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([5.0000e+00, 2.6000e+01, 1.2400e+02, 4.7400e+02, 1.3770e+03,\n",
+       "        3.3890e+03, 6.5770e+03, 1.1149e+04, 1.5483e+04, 1.7187e+04,\n",
+       "        1.6161e+04, 1.2524e+04, 8.1070e+03, 4.4260e+03, 1.9920e+03,\n",
+       "        6.9700e+02, 2.3000e+02, 6.1000e+01, 1.0000e+01, 1.0000e+00]),\n",
+       " array([0.44937032, 0.91990838, 1.39044644, 1.8609845 , 2.33152256,\n",
+       "        2.80206062, 3.27259868, 3.74313675, 4.21367481, 4.68421287,\n",
+       "        5.15475093, 5.62528899, 6.09582705, 6.56636511, 7.03690317,\n",
+       "        7.50744123, 7.97797929, 8.44851735, 8.91905541, 9.38959347,\n",
+       "        9.86013153]),\n",
+       " <BarContainer object of 20 artists>)"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "N_points = 100000\n",
+    "n_bins = 20\n",
+    "\n",
+    "MAX_VAL = 100\n",
+    "# Generate a normal distribution, center at x=0 and y=5\n",
+    "x = np.random.randn(N_points)\n",
+    "y = MAX_VALUE\n",
+    "\n",
+    "fig, axs = plt.subplots(1, 2, sharey=True, tight_layout=True)\n",
+    "\n",
+    "# We can set the number of bins with the `bins` kwarg\n",
+    "axs[0].hist(x, bins=n_bins)\n",
+    "axs[1].hist(y, bins=n_bins)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "aquatic-dallas",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

From 5dbc012368b0c6d29c913fb159b766ee8d7e47e4 Mon Sep 17 00:00:00 2001
From: varocarras <34591902+varocarras@users.noreply.github.com>
Date: Tue, 2 Mar 2021 21:28:00 -0500
Subject: [PATCH 28/46] Updated historical_data_fin fields

---
 .../Deliverable_2/historical_data_fin.csv     | 6271 +++++++++++++++++
 1 file changed, 6271 insertions(+)
 create mode 100644 NaturalDisasterProject/Deliverable_2/historical_data_fin.csv

diff --git a/NaturalDisasterProject/Deliverable_2/historical_data_fin.csv b/NaturalDisasterProject/Deliverable_2/historical_data_fin.csv
new file mode 100644
index 00000000..b5234eb2
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_2/historical_data_fin.csv
@@ -0,0 +1,6271 @@
+datetime,temperature,wind_speed,surface_solar_radiation,relative_humidity,surface_pressure,total_precipitation,latitude,longitude
+2010-02-27,8.5,1.51,233,0.5,101170,0.0,32.7003,-90.6783
+2010-02-28,8.04,2.59,75,0.62,100953,0.19,32.7003,-90.6783
+2010-03-01,5.64,4.81,89,0.76,100742,0.3,32.7003,-90.6783
+2010-03-02,5.33,3.02,182,0.59,101282,0.0,32.7003,-90.6783
+2010-03-03,5.36,0.77,242,0.56,101601,0.0,32.7003,-90.6783
+2010-03-04,7.5,1.68,240,0.49,101753,0.0,32.7003,-90.6783
+2010-03-05,9.39,1.87,241,0.46,101960,0.0,32.7003,-90.6783
+2010-03-06,10.81,1.32,182,0.5,101827,0.0,32.7003,-90.6783
+2010-03-07,14.21,2.0,211,0.58,101385,0.0,32.7003,-90.6783
+2010-03-08,14.23,4.24,66,0.71,100575,0.59,32.7003,-90.6783
+2010-03-09,18.18,3.99,102,0.89,100028,0.58,32.7003,-90.6783
+2010-03-10,19.06,1.19,229,0.68,99740,0.76,32.7003,-90.6783
+2010-03-11,15.27,2.71,193,0.6,99898,0.3,32.7003,-90.6783
+2010-03-12,11.35,3.91,121,0.55,100027,0.0,32.7003,-90.6783
+2010-03-13,12.31,3.29,191,0.63,100372,0.0,32.7003,-90.6783
+2010-03-14,13.47,3.57,236,0.63,101145,0.0,32.7003,-90.6783
+2010-03-15,12.03,3.12,191,0.65,101596,0.0,32.7003,-90.6783
+2010-03-16,11.88,2.5,123,0.68,101409,0.01,32.7003,-90.6783
+2010-03-17,12.51,2.53,194,0.64,101278,0.0,32.7003,-90.6783
+2010-03-18,13.13,1.36,241,0.57,101159,0.0,32.7003,-90.6783
+2010-03-19,14.55,2.91,169,0.63,100899,0.02,32.7003,-90.6783
+2010-03-20,7.48,4.78,108,0.73,100359,0.46,32.7003,-90.6783
+2010-03-21,7.46,4.25,101,0.75,100616,0.04,32.7003,-90.6783
+2010-03-22,13.73,1.81,266,0.64,101002,0.0,32.7003,-90.6783
+2010-03-23,15.55,2.99,269,0.66,101051,0.0,32.7003,-90.6783
+2010-03-24,17.89,3.69,164,0.69,100441,0.44,32.7003,-90.6783
+2010-03-25,13.7,3.34,250,0.56,100913,0.0,32.7003,-90.6783
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From 2bce8bc46c2b3c3c4dc7bc9effc2c1f0aefe4e20 Mon Sep 17 00:00:00 2001
From: Alvaro Carrascosa <varocarras@gmail.com>
Date: Wed, 3 Mar 2021 02:07:46 -0500
Subject: [PATCH 29/46] Created a Graphing Notebook

Added Graphing.ipynb to Deliverable 2.

Updated .gitignore for Deliverable 2
---
 .DS_Store                                     | Bin 8196 -> 6148 bytes
 .gitignore                                    |   6 +-
 NaturalDisasterProject/.DS_Store              | Bin 6148 -> 8196 bytes
 .../Deliverable_2/Graphing.ipynb              | 426 +++++++++++++++---
 4 files changed, 359 insertions(+), 73 deletions(-)

diff --git a/.DS_Store b/.DS_Store
index 7add333b4740c32b5e02b353d605668c02087f1b..8598a7393004894ce204abb2ba3c63280cb561aa 100644
GIT binary patch
delta 204
zcmZp1XfcprU|?W$DortDU=RQ@Ie-{Mvv5r;6q~50D9R3!2a6RkBr@bMxG-cg6mKkC
z&dkU@d4h<+<T(QTtnNTHI+JZgEG8ci;buHJ`HV<|rbKnMk(q&xg0YElt&T#qr4f*A
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literal 8196
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diff --git a/.gitignore b/.gitignore
index 3e9537da..f2487e7c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,5 @@
-
-NaturalDisasterProject/Datasets/.DS_Store
 .DS_Store
+NaturalDisasterProject/.DS_Store
+NaturalDisasterProject/Datasets/.DS_Store
+NaturalDisasterProject/Deliverable_1/.DS_Store
+NaturalDisasterProject/Deliverable_2/.DS_Store
diff --git a/NaturalDisasterProject/.DS_Store b/NaturalDisasterProject/.DS_Store
index 8c997c13430072c16c73461441f811642df87b65..a77882f1a7dbb8703213df72ff0be6a9145f291f 100644
GIT binary patch
delta 480
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q!W9%hn*}+(Gf(Ch@to|>!@&UzSWwh4OpfQ7vALXW0^`Pp5=H<oC~R8*

delta 177
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diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
index 71ec896e..995a1e93 100644
--- a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -2,16 +2,14 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "favorite-concept",
    "metadata": {},
    "source": [
-    "# Graphing function"
+    "# Graphs"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 103,
-   "id": "transparent-shoulder",
+   "execution_count": 222,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -26,7 +24,6 @@
   },
   {
    "cell_type": "markdown",
-   "id": "african-reproduction",
    "metadata": {},
    "source": [
     "## Global Values"
@@ -34,15 +31,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "killing-redhead",
+   "execution_count": 239,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "NUMBER_TORNADOS = 108 #Number of Tornados\n",
+    "NUMBER_DAYS = 57 #Number of days of data per Tornado\n",
+    "FILE_NAME = \"historical_data_fin.csv\""
+   ]
   },
   {
    "cell_type": "markdown",
-   "id": "miniature-timer",
    "metadata": {},
    "source": [
     "## Loading Data"
@@ -50,8 +49,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 104,
-   "id": "framed-dispatch",
+   "execution_count": 240,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -66,7 +64,7 @@
     "#Field 8: 'longitude'\n",
     "\n",
     "\n",
-    "data = pd.read_csv (\"historical_data_fin.csv\",header=None)\n",
+    "data = pd.read_csv (FILE_NAME,header=None)\n",
     "\n",
     "#Take data to numPy\n",
     "numData = data.to_numpy()\n"
@@ -74,7 +72,6 @@
   },
   {
    "cell_type": "markdown",
-   "id": "working-transsexual",
    "metadata": {},
    "source": [
     "## Helper functions"
@@ -82,47 +79,163 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
-   "id": "unnecessary-forest",
+   "execution_count": 241,
    "metadata": {},
    "outputs": [],
    "source": [
     "def getAllDataByField(field): \n",
-    "    return numData[1:,field:field+1]\n"
+    "    \n",
+    "    return numData[1:,field:field+1]\n",
+    "\n",
+    "#Returns elements of a given field (0-8) for a particular event (0-107)\n",
+    "def getDataByFieldAndIndex(field, event):\n",
+    "    \n",
+    "    return numData[1+(NUMBER_DAYS*event):(NUMBER_DAYS*(event+1)+1),field:field+1]\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Sample Data Graph\n",
+    "##### Temperature leading to Tornado 0"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "average-prime",
+   "execution_count": 242,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"Temperature C°\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.plot(np.arange(NUMBER_DAYS),getDataByFieldAndIndex(1,0).astype(np.float).flatten())\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "source": [
+    "## Temperature"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Linear graph of Temperature for all Tornados"
+   ]
   },
   {
    "cell_type": "code",
-   "execution_count": 108,
-   "id": "incorporate-cowboy",
+   "execution_count": 243,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"Temperature C°\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot(np.arange(NUMBER_DAYS),getDataByFieldAndIndex(1,i).astype(np.float).flatten())\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Linear graph of Net Temperatures for all Tornados"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 244,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"Temperature C°\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot([0,NUMBER_DAYS],[getDataByFieldAndIndex(1,i).astype(np.float).flatten()[0],getDataByFieldAndIndex(1,i).astype(np.float).flatten()[NUMBER_DAYS-1]])\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Mean and Median of Temperatures across all Tornados "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 253,
    "metadata": {},
    "outputs": [
     {
-     "ename": "TypeError",
-     "evalue": "Image data of dtype object cannot be converted to float",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[1;32m<ipython-input-108-0500433780e9>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mgetAllDataByField\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\pyplot.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, filternorm, filterrad, resample, url, data, **kwargs)\u001b[0m\n\u001b[0;32m   2722\u001b[0m         \u001b[0mfilternorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mTrue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfilterrad\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresample\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2723\u001b[0m         data=None, **kwargs):\n\u001b[1;32m-> 2724\u001b[1;33m     __ret = gca().imshow(\n\u001b[0m\u001b[0;32m   2725\u001b[0m         \u001b[0mX\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcmap\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcmap\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mnorm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0maspect\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0maspect\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2726\u001b[0m         \u001b[0minterpolation\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minterpolation\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0malpha\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvmin\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mvmin\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\__init__.py\u001b[0m in \u001b[0;36minner\u001b[1;34m(ax, data, *args, **kwargs)\u001b[0m\n\u001b[0;32m   1445\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0minner\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1446\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mdata\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1447\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0mmap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msanitize_sequence\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1448\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1449\u001b[0m         \u001b[0mbound\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnew_sig\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\axes\\_axes.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(self, X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, filternorm, filterrad, resample, url, **kwargs)\u001b[0m\n\u001b[0;32m   5521\u001b[0m                               resample=resample, **kwargs)\n\u001b[0;32m   5522\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 5523\u001b[1;33m         \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_data\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mX\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   5524\u001b[0m         \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_alpha\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5525\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_clip_path\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\image.py\u001b[0m in \u001b[0;36mset_data\u001b[1;34m(self, A)\u001b[0m\n\u001b[0;32m    700\u001b[0m         if (self._A.dtype != np.uint8 and\n\u001b[0;32m    701\u001b[0m                 not np.can_cast(self._A.dtype, float, \"same_kind\")):\n\u001b[1;32m--> 702\u001b[1;33m             raise TypeError(\"Image data of dtype {} cannot be converted to \"\n\u001b[0m\u001b[0;32m    703\u001b[0m                             \"float\".format(self._A.dtype))\n\u001b[0;32m    704\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;31mTypeError\u001b[0m: Image data of dtype object cannot be converted to float"
-     ]
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     },
     {
      "data": {
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -134,48 +247,95 @@
     }
    ],
    "source": [
-    "plt.imshow(getAllDataByField(0))\n",
+    "#Reshape array into 2D\n",
+    "arr2d = np.reshape(getAllDataByField(1), (-1, NUMBER_DAYS)).astype(np.float)\n",
+    "\n",
+    "#Mean\n",
+    "arrmean = np.mean(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmean)\n",
+    "plt.title(\"Mean\")\n",
+    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Median\n",
+    "arrmedian = np.median(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmedian)\n",
+    "plt.title(\"Median\")\n",
+    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.xlabel(\"Days\")\n",
     "plt.show()"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "wooden-receptor",
    "metadata": {},
    "source": [
-    "## Histogram"
+    "### Net Positive Temperatures vs Net Negative Temperatures"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "id": "least-permit",
+   "execution_count": 254,
    "metadata": {},
    "outputs": [
     {
      "data": {
+      "image/png": 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\n",
       "text/plain": [
-       "(array([5.0000e+00, 2.6000e+01, 1.2400e+02, 4.7400e+02, 1.3770e+03,\n",
-       "        3.3890e+03, 6.5770e+03, 1.1149e+04, 1.5483e+04, 1.7187e+04,\n",
-       "        1.6161e+04, 1.2524e+04, 8.1070e+03, 4.4260e+03, 1.9920e+03,\n",
-       "        6.9700e+02, 2.3000e+02, 6.1000e+01, 1.0000e+01, 1.0000e+00]),\n",
-       " array([0.44937032, 0.91990838, 1.39044644, 1.8609845 , 2.33152256,\n",
-       "        2.80206062, 3.27259868, 3.74313675, 4.21367481, 4.68421287,\n",
-       "        5.15475093, 5.62528899, 6.09582705, 6.56636511, 7.03690317,\n",
-       "        7.50744123, 7.97797929, 8.44851735, 8.91905541, 9.38959347,\n",
-       "        9.86013153]),\n",
-       " <BarContainer object of 20 artists>)"
+       "<Figure size 432x288 with 1 Axes>"
       ]
      },
-     "execution_count": 4,
      "metadata": {},
-     "output_type": "execute_result"
-    },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "labels = ['Net Increase in temperature','Net Decrease in temperature']\n",
+    "sizes = [0,0]\n",
+    "explode = (.5,0)\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    \n",
+    "    #If temperature increased approaching day of Tornado\n",
+    "    if(getDataByFieldAndIndex(1,i).astype(np.float).flatten()[NUMBER_DAYS-1] - getDataByFieldAndIndex(1,i).astype(np.float).flatten()[0] > 0):\n",
+    "        sizes[0] += 1\n",
+    "    else:\n",
+    "        sizes[1] += 1\n",
+    "\n",
+    "fig1, ax1 = plt.subplots()\n",
+    "ax1.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',\n",
+    "        shadow=True, startangle=90)\n",
+    "plt.show()\n",
+    "        "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Wind"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Linear graph of Wind speeds for all Tornados"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 255,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 432x288 with 2 Axes>"
+       "<Figure size 432x288 with 1 Axes>"
       ]
      },
      "metadata": {
@@ -185,28 +345,152 @@
     }
    ],
    "source": [
-    "N_points = 100000\n",
-    "n_bins = 20\n",
+    "plt.ylabel(\"Wind speed (m/s)\")\n",
+    "plt.xlabel(\"Days\")\n",
     "\n",
-    "MAX_VAL = 100\n",
-    "# Generate a normal distribution, center at x=0 and y=5\n",
-    "x = np.random.randn(N_points)\n",
-    "y = MAX_VALUE\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot(np.arange(NUMBER_DAYS),getDataByFieldAndIndex(2,i).astype(np.float).flatten())\n",
+    "    \n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Linear graph of Net speeds for all Tornados"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 256,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"Wind speed (m/s)\")\n",
+    "plt.xlabel(\"Days\")\n",
     "\n",
-    "fig, axs = plt.subplots(1, 2, sharey=True, tight_layout=True)\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot([0,NUMBER_DAYS],[getDataByFieldAndIndex(2,i).astype(np.float).flatten()[0],getDataByFieldAndIndex(2,i).astype(np.float).flatten()[NUMBER_DAYS-1]])\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Mean and Median of Wind Speeds across all Tornados "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 257,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#Reshape array into 2D\n",
+    "arr2d = np.reshape(getAllDataByField(2), (-1, NUMBER_DAYS)).astype(np.float)\n",
     "\n",
-    "# We can set the number of bins with the `bins` kwarg\n",
-    "axs[0].hist(x, bins=n_bins)\n",
-    "axs[1].hist(y, bins=n_bins)"
+    "#Mean\n",
+    "arrmean = np.mean(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmean)\n",
+    "plt.title(\"Mean\")\n",
+    "plt.ylabel(\"Wind Speed (m/s)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Median\n",
+    "arrmedian = np.median(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmedian)\n",
+    "plt.title(\"Median\")\n",
+    "plt.ylabel(\"Wind Speed (m/s)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Net Positive speeds vs Net Negative speeds"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "aquatic-dallas",
+   "execution_count": 258,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "labels = ['Net Increase in wind speed','Net Decrease in wind speed']\n",
+    "sizes = [0,0]\n",
+    "explode = (.5,0)\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    \n",
+    "    #If temperature increased approaching day of Tornado\n",
+    "    if(getDataByFieldAndIndex(2,i).astype(np.float).flatten()[NUMBER_DAYS-1] - getDataByFieldAndIndex(2,i).astype(np.float).flatten()[0] > 0):\n",
+    "        sizes[0] += 1\n",
+    "    else:\n",
+    "        sizes[1] += 1\n",
+    "\n",
+    "fig1, ax1 = plt.subplots()\n",
+    "ax1.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',\n",
+    "        shadow=True, startangle=90)\n",
+    "plt.show()"
+   ]
   }
  ],
  "metadata": {
@@ -225,7 +509,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.8.5"
   }
  },
  "nbformat": 4,

From c23a27cc9d8f13cd34a7379fbb20277896e2dd3a Mon Sep 17 00:00:00 2001
From: Alvaro Carrascosa <varocarras@gmail.com>
Date: Wed, 3 Mar 2021 03:42:35 -0500
Subject: [PATCH 30/46] Update Graphing.ipynb

Added comments and extra lines on Median/Mean graphs
---
 .../Deliverable_2/Graphing.ipynb              | 80 ++++++++++++-------
 1 file changed, 49 insertions(+), 31 deletions(-)

diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
index 995a1e93..fdbd0eab 100644
--- a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -7,19 +7,23 @@
     "# Graphs"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Imports"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 222,
+   "execution_count": 63,
    "metadata": {},
    "outputs": [],
    "source": [
     "%matplotlib inline \n",
     "import matplotlib.pyplot as plt\n",
     "import numpy as np\n",
-    "import pandas as pd\n",
-    "\n",
-    "from matplotlib import colors\n",
-    "from matplotlib.ticker import PercentFormatter"
+    "import pandas as pd\n"
    ]
   },
   {
@@ -31,13 +35,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 239,
+   "execution_count": 64,
    "metadata": {},
    "outputs": [],
    "source": [
-    "NUMBER_TORNADOS = 108 #Number of Tornados\n",
+    "NUMBER_TORNADOS = 108 #Number of Tornado Events\n",
     "NUMBER_DAYS = 57 #Number of days of data per Tornado\n",
-    "FILE_NAME = \"historical_data_fin.csv\""
+    "FILE_NAME = \"historical_data_fin.csv\" #CSV file that contains the data\n"
    ]
   },
   {
@@ -49,7 +53,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 240,
+   "execution_count": 65,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -79,19 +83,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 241,
+   "execution_count": 66,
    "metadata": {},
    "outputs": [],
    "source": [
+    "#Returns all elements of all Tornadoes for a specific field (0-8)\n",
     "def getAllDataByField(field): \n",
     "    \n",
     "    return numData[1:,field:field+1]\n",
     "\n",
-    "#Returns elements of a given field (0-8) for a particular event (0-107)\n",
+    "#Returns elements of a given field (0-8) for a particular Tornado (0-107)\n",
     "def getDataByFieldAndIndex(field, event):\n",
     "    \n",
-    "    return numData[1+(NUMBER_DAYS*event):(NUMBER_DAYS*(event+1)+1),field:field+1]\n",
-    "\n"
+    "    return numData[1+(NUMBER_DAYS*event):(NUMBER_DAYS*(event+1)+1),field:field+1]\n"
    ]
   },
   {
@@ -104,7 +108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 242,
+   "execution_count": 67,
    "metadata": {
     "scrolled": false
    },
@@ -146,7 +150,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 243,
+   "execution_count": 68,
    "metadata": {
     "scrolled": true
    },
@@ -170,7 +174,7 @@
     "\n",
     "for i in range(NUMBER_TORNADOS):\n",
     "    plt.plot(np.arange(NUMBER_DAYS),getDataByFieldAndIndex(1,i).astype(np.float).flatten())\n",
-    "plt.show()\n"
+    "plt.show()"
    ]
   },
   {
@@ -182,7 +186,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 244,
+   "execution_count": 69,
    "metadata": {
     "scrolled": false
    },
@@ -218,12 +222,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 253,
+   "execution_count": 70,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -235,7 +239,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -253,6 +257,8 @@
     "#Mean\n",
     "arrmean = np.mean(arr2d,axis=0)\n",
     "plt.plot(np.arange(NUMBER_DAYS),arrmean)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmean[0],arrmean[NUMBER_DAYS-1]])\n",
+    "\n",
     "plt.title(\"Mean\")\n",
     "plt.ylabel(\"Temperature (C°)\")\n",
     "plt.xlabel(\"Days\")\n",
@@ -261,6 +267,8 @@
     "#Median\n",
     "arrmedian = np.median(arr2d,axis=0)\n",
     "plt.plot(np.arange(NUMBER_DAYS),arrmedian)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmedian[0],arrmedian[NUMBER_DAYS-1]])\n",
+    "\n",
     "plt.title(\"Median\")\n",
     "plt.ylabel(\"Temperature (C°)\")\n",
     "plt.xlabel(\"Days\")\n",
@@ -276,7 +284,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 254,
+   "execution_count": 71,
    "metadata": {},
    "outputs": [
     {
@@ -306,15 +314,14 @@
     "fig1, ax1 = plt.subplots()\n",
     "ax1.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',\n",
     "        shadow=True, startangle=90)\n",
-    "plt.show()\n",
-    "        "
+    "plt.show()     "
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Wind"
+    "## Wind Speed"
    ]
   },
   {
@@ -326,7 +333,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 255,
+   "execution_count": 72,
    "metadata": {
     "scrolled": true
    },
@@ -363,7 +370,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 256,
+   "execution_count": 73,
    "metadata": {
     "scrolled": true
    },
@@ -399,14 +406,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 257,
+   "execution_count": 74,
    "metadata": {
-    "scrolled": true
+    "scrolled": false
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -418,7 +425,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -436,6 +443,8 @@
     "#Mean\n",
     "arrmean = np.mean(arr2d,axis=0)\n",
     "plt.plot(np.arange(NUMBER_DAYS),arrmean)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmean[0],arrmean[NUMBER_DAYS-1]])\n",
+    "\n",
     "plt.title(\"Mean\")\n",
     "plt.ylabel(\"Wind Speed (m/s)\")\n",
     "plt.xlabel(\"Days\")\n",
@@ -444,6 +453,8 @@
     "#Median\n",
     "arrmedian = np.median(arr2d,axis=0)\n",
     "plt.plot(np.arange(NUMBER_DAYS),arrmedian)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmedian[0],arrmedian[NUMBER_DAYS-1]])\n",
+    "\n",
     "plt.title(\"Median\")\n",
     "plt.ylabel(\"Wind Speed (m/s)\")\n",
     "plt.xlabel(\"Days\")\n",
@@ -459,7 +470,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 258,
+   "execution_count": 75,
    "metadata": {},
    "outputs": [
     {
@@ -491,6 +502,13 @@
     "        shadow=True, startangle=90)\n",
     "plt.show()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

From e5fb831c2c219b647eb1eda544e2046e58b19adc Mon Sep 17 00:00:00 2001
From: Alvaro Carrascosa <varocarras@gmail.com>
Date: Wed, 3 Mar 2021 03:47:19 -0500
Subject: [PATCH 31/46] Delete .ipnyb checkpoints

---
 .../Graphing-checkpoint.ipynb                 | 233 ------------------
 1 file changed, 233 deletions(-)
 delete mode 100644 NaturalDisasterProject/Deliverable_2/.ipynb_checkpoints/Graphing-checkpoint.ipynb

diff --git a/NaturalDisasterProject/Deliverable_2/.ipynb_checkpoints/Graphing-checkpoint.ipynb b/NaturalDisasterProject/Deliverable_2/.ipynb_checkpoints/Graphing-checkpoint.ipynb
deleted file mode 100644
index 71ec896e..00000000
--- a/NaturalDisasterProject/Deliverable_2/.ipynb_checkpoints/Graphing-checkpoint.ipynb
+++ /dev/null
@@ -1,233 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "favorite-concept",
-   "metadata": {},
-   "source": [
-    "# Graphing function"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 103,
-   "id": "transparent-shoulder",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%matplotlib inline \n",
-    "import matplotlib.pyplot as plt\n",
-    "import numpy as np\n",
-    "import pandas as pd\n",
-    "\n",
-    "from matplotlib import colors\n",
-    "from matplotlib.ticker import PercentFormatter"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "african-reproduction",
-   "metadata": {},
-   "source": [
-    "## Global Values"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "killing-redhead",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "id": "miniature-timer",
-   "metadata": {},
-   "source": [
-    "## Loading Data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 104,
-   "id": "framed-dispatch",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#Field 0: 'datatime'\n",
-    "#Field 1: 'temperature'\n",
-    "#Field 2: 'windspeed'\n",
-    "#Field 3: 'surface solar radiation'\n",
-    "#Field 4: 'relative humidity'\n",
-    "#Field 5: 'surface pressure'\n",
-    "#Field 6: 'total precipitation'\n",
-    "#Field 7: 'latitude'\n",
-    "#Field 8: 'longitude'\n",
-    "\n",
-    "\n",
-    "data = pd.read_csv (\"historical_data_fin.csv\",header=None)\n",
-    "\n",
-    "#Take data to numPy\n",
-    "numData = data.to_numpy()\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "working-transsexual",
-   "metadata": {},
-   "source": [
-    "## Helper functions"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 105,
-   "id": "unnecessary-forest",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def getAllDataByField(field): \n",
-    "    return numData[1:,field:field+1]\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "average-prime",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 108,
-   "id": "incorporate-cowboy",
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "TypeError",
-     "evalue": "Image data of dtype object cannot be converted to float",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[1;32m<ipython-input-108-0500433780e9>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mgetAllDataByField\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\pyplot.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, filternorm, filterrad, resample, url, data, **kwargs)\u001b[0m\n\u001b[0;32m   2722\u001b[0m         \u001b[0mfilternorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mTrue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfilterrad\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresample\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2723\u001b[0m         data=None, **kwargs):\n\u001b[1;32m-> 2724\u001b[1;33m     __ret = gca().imshow(\n\u001b[0m\u001b[0;32m   2725\u001b[0m         \u001b[0mX\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcmap\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcmap\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mnorm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0maspect\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0maspect\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2726\u001b[0m         \u001b[0minterpolation\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minterpolation\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0malpha\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvmin\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mvmin\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\__init__.py\u001b[0m in \u001b[0;36minner\u001b[1;34m(ax, data, *args, **kwargs)\u001b[0m\n\u001b[0;32m   1445\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0minner\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1446\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mdata\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1447\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0mmap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msanitize_sequence\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1448\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1449\u001b[0m         \u001b[0mbound\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnew_sig\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\axes\\_axes.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(self, X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, filternorm, filterrad, resample, url, **kwargs)\u001b[0m\n\u001b[0;32m   5521\u001b[0m                               resample=resample, **kwargs)\n\u001b[0;32m   5522\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 5523\u001b[1;33m         \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_data\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mX\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   5524\u001b[0m         \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_alpha\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0malpha\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   5525\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mim\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_clip_path\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;32mc:\\users\\alvar\\appdata\\local\\programs\\python\\python38\\lib\\site-packages\\matplotlib\\image.py\u001b[0m in \u001b[0;36mset_data\u001b[1;34m(self, A)\u001b[0m\n\u001b[0;32m    700\u001b[0m         if (self._A.dtype != np.uint8 and\n\u001b[0;32m    701\u001b[0m                 not np.can_cast(self._A.dtype, float, \"same_kind\")):\n\u001b[1;32m--> 702\u001b[1;33m             raise TypeError(\"Image data of dtype {} cannot be converted to \"\n\u001b[0m\u001b[0;32m    703\u001b[0m                             \"float\".format(self._A.dtype))\n\u001b[0;32m    704\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
-      "\u001b[1;31mTypeError\u001b[0m: Image data of dtype object cannot be converted to float"
-     ]
-    },
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.imshow(getAllDataByField(0))\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "wooden-receptor",
-   "metadata": {},
-   "source": [
-    "## Histogram"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "least-permit",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(array([5.0000e+00, 2.6000e+01, 1.2400e+02, 4.7400e+02, 1.3770e+03,\n",
-       "        3.3890e+03, 6.5770e+03, 1.1149e+04, 1.5483e+04, 1.7187e+04,\n",
-       "        1.6161e+04, 1.2524e+04, 8.1070e+03, 4.4260e+03, 1.9920e+03,\n",
-       "        6.9700e+02, 2.3000e+02, 6.1000e+01, 1.0000e+01, 1.0000e+00]),\n",
-       " array([0.44937032, 0.91990838, 1.39044644, 1.8609845 , 2.33152256,\n",
-       "        2.80206062, 3.27259868, 3.74313675, 4.21367481, 4.68421287,\n",
-       "        5.15475093, 5.62528899, 6.09582705, 6.56636511, 7.03690317,\n",
-       "        7.50744123, 7.97797929, 8.44851735, 8.91905541, 9.38959347,\n",
-       "        9.86013153]),\n",
-       " <BarContainer object of 20 artists>)"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 2 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "N_points = 100000\n",
-    "n_bins = 20\n",
-    "\n",
-    "MAX_VAL = 100\n",
-    "# Generate a normal distribution, center at x=0 and y=5\n",
-    "x = np.random.randn(N_points)\n",
-    "y = MAX_VALUE\n",
-    "\n",
-    "fig, axs = plt.subplots(1, 2, sharey=True, tight_layout=True)\n",
-    "\n",
-    "# We can set the number of bins with the `bins` kwarg\n",
-    "axs[0].hist(x, bins=n_bins)\n",
-    "axs[1].hist(y, bins=n_bins)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "aquatic-dallas",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.8.2"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}

From 2c893f93c94a48a6c7ce0378b299a5fa6427ceb6 Mon Sep 17 00:00:00 2001
From: varocarras <34591902+varocarras@users.noreply.github.com>
Date: Wed, 3 Mar 2021 16:42:12 -0500
Subject: [PATCH 32/46] Delete .DS_Store

---
 .DS_Store | Bin 6148 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 .DS_Store

diff --git a/.DS_Store b/.DS_Store
deleted file mode 100644
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GIT binary patch
literal 0
HcmV?d00001

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From 186ea8764dd0dcca86be8012d2ae530e987a3774 Mon Sep 17 00:00:00 2001
From: varocarras <34591902+varocarras@users.noreply.github.com>
Date: Wed, 3 Mar 2021 16:42:39 -0500
Subject: [PATCH 33/46] Delete .DS_Store

---
 NaturalDisasterProject/.DS_Store | Bin 8196 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 NaturalDisasterProject/.DS_Store

diff --git a/NaturalDisasterProject/.DS_Store b/NaturalDisasterProject/.DS_Store
deleted file mode 100644
index a77882f1a7dbb8703213df72ff0be6a9145f291f..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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From 9532952d8f6668d16215daec269783ed1991308d Mon Sep 17 00:00:00 2001
From: varocarras <34591902+varocarras@users.noreply.github.com>
Date: Wed, 3 Mar 2021 16:42:54 -0500
Subject: [PATCH 34/46] Delete .DS_Store

---
 NaturalDisasterProject/Datasets/.DS_Store | Bin 6148 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 NaturalDisasterProject/Datasets/.DS_Store

diff --git a/NaturalDisasterProject/Datasets/.DS_Store b/NaturalDisasterProject/Datasets/.DS_Store
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From 9ee8f437de437239ad9d983c94805a9581e32bd2 Mon Sep 17 00:00:00 2001
From: fhorn97 <fhorn97@gmail.com>
Date: Wed, 3 Mar 2021 17:08:42 -0500
Subject: [PATCH 35/46] updated proposal with my name

---
 .../Project Proposal CS506.pdf                | Bin 80979 -> 78680 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

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From f819fcba40b5ced3c85854424a885d8717d94ce8 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Wed, 3 Mar 2021 17:53:58 -0500
Subject: [PATCH 36/46] Update Graphing.ipynb

---
 .../Deliverable_2/Graphing.ipynb              | 198 +++++++++++-------
 1 file changed, 117 insertions(+), 81 deletions(-)

diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
index fdbd0eab..700a71b7 100644
--- a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -35,7 +35,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 64,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -53,7 +53,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -83,7 +83,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -108,22 +108,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 5,
    "metadata": {
     "scrolled": false
    },
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
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\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
     }
    ],
    "source": [
@@ -150,22 +149,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 6,
    "metadata": {
     "scrolled": true
    },
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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X0fTz6H31vQF+Vr2VHy/9Md3+bh6oeeB/7ds/FuCNB57jqbvvJx77x96Lp1r1ZFgjlCZNIV6iknvl3A/dVtTrqbhlHTE5itDrfU+5L+bjjY43+Mrer7D8ueV8btfnuGvfXdx94G46G7vY8rt7EEUN1tQphDydJKL/WnaYD0PPiTqS9WmEgkO4vvlFbCn1yFqZ8nSR7xy8kKWvXsS1zyzna48uwne6nwFhB00nbgEgVSvQkmYgf2SI9hnZxDq9Z0XGSeXwAZhM+USjQyjK3/6jqjswTLdzNZ6mf+6y1MlNTVRokhmLhehSs0jNTeLCT1fxiZ/MY2VOO8W77mVaywZEVWbLH+uIRT68sdo35OfA/gi2+AgX/OCK95R3df0Gv/80FVN+gtGYDYAo6nA4luJ27//ApayhttMYLNk4cyaWI0SzGcfHPkrR5s3UVSyjb+oSwqu+Qer6B8lcegf26ZdjW343KYk+0kZP0+yPY8uZQ3C8nZDHhy7NTMrVZcT7Avg2dxFrb6f72usIHT1K5g9/SNYPfkDy1VejhEL4d+6gofFOJCnInDlPYzLmMzD43N9x5SdmVVL8bxuklEiE6r1uoqZUyq9NYUv/ZjKvzyApMsyh/RHC/vfee4uyFnFjxY1saNpAy/j7b0zVfrKJp77xMx75widoPbyB0a7d1Gz+60/oqqpy7PVO3njwDIr81/OKKeEwitnEDPtUws4wRZ9a/uG/9FvYVixlLNxHui6doDs00a+qcPeBuznv+fP41sFvccp1ivXF6/lO5flckqywuWszt+64kYgmwKV3fZeKpeeDGqP5yL9f+vbBPRN5wfTtx5B9PtwbHmWv9HluL36GNoOW2eMpGMjBwRp0qpH7Mmq4LW2MmKKSqhNRRl1oFZnyZcdZnfG1syLjpHL4ACbcWRWi0YG/ua02rmGVFUZq31EOshzhRPXVZy3ja8gXo3/rPlKN2XQE3Iha0Id3M/LLO2lfuxr/pk2oggrDx5lW9zD+sQg7H2/8UN49sqyw5b4DqCqsviYPrfndOXLGPUfo7vkDWVnXkJFx8bvKnI4VxGJDhMLt7+l3qG2QRKSf3Knvfeoc7vUwrfhippZ/guzCKmzn55H+pdlozs9H0CfRX3khU71HEONhhFgRoHLs9Z0AmKenkbQ0m+DhQfq+9HPkYJCCJx4n5bprJ8rnz0OXnU1X5wN4PEeYUv4DrEkVZGdfh9d7jFCo48NedgASCS9bHr+bp360jrH+dzLMq6rKYJuHSOD9HzDan3iD3tTFVFTqGbROXJ+LKi9mcZmbhKJh15/OvK9S/dysz6ETdWzseHfC4pot+/ndpz/Hxnu/xmj3EVKyK1lz2zdB0NOw74PtKYqismdDM9Wbu+ltcNNW/dez5Ptqmyi0ZhCQvJR++QIE8W+P3pZkGb/Vh6jR0vjshNPCxvaNbOrcxFVlV/H0+qfZdc0uvrfoe+gTA4StF1GWuJL+9DI2XZLMaL6ZKedNeLS1HK0GIBaLUVNTQ319/d8szz+SnvpeIoG/vuynGY0Tk6Ok6FyYHriLX31ZywNVRmZJZh5ovp1vjP6UK48vZ/3gpbj1Aif6bqDIV4ZbUknVClSMnyaeoZJs9uIbODtLjJNBcB/AX7qzms0fPj2DFI1h1RvQiToGWrvfPj449CJ+/yla2/pxOs9Hq/3gILG/h/1PH6PKks9YeJQRXSapQ4cp3Pk0kk6Ht7SU0PRp+PPz6WtoZO2+I5R1vEqrcgUnt/Ywb33hu/pSVZXX2l9jMDTI52d9nqPP1uMOmZirP072Re/e0nvEtZnGxq9hNhdSXvbd98jldK4AYNy9nyTLu9eka7ZOLDfNXLPiPe16jzSSp3cSKRco/eS8t9NHWHxxQoCq1VP2xO/xfvMBzuhWkcJcane+yvLrP4LOoMe+vojAnlMYpl5L2u0VGP8iKlcQRcQbZzFe+Brp9ovIyroagKzsq+ns+jUDg89SXvYdFCWGy7UVQdCi1Sah1VrRaJLQaCyEwm14PEfwjB8hEGzEUKhSUAg7n/gj13/nu8QjEnufaaHtxAg6o4a56wqYuSrv7eAvKRrnyHEVoy7Mss+cxy9qf45FZyHflk/ixosp+cy9tInXUre3n2krchA17zzH2Q12lucsZ0vXFu6aexeKrNB4qo5trz2BToaSeZez8mOXk5I14V58astOxvrOEPaFMdvN77rOckJhx2MNdJwaZe5FBXTXjnFySzfl8zMQRIF43wnO7PwZJp0JkzmNOCJD+2Vy9JdwQmhh+zO/I5SARCQEER/IEkXrb+XjM8sBiHh66Kx7gdz8RdgLlxMKhThx4gTHjx8nbAxzWN2HddjAyGaJDYMbmJ02m28v+jaiMPF9A8FWfhO7giZhGpRMyOwFLq/3I+DjsoqlaPuaefPNN6mtrSUej6PVaqmoqECr/evD2+C3vg2yTPbPJxI/q6rKG6M+Ng27+ElFEWn6dzyuYuEEGq34V4P3JEnm5Xsf54FsKzOe7+TLF11KxZKq99QL+fw4NWmMh0foWqfyq123IgsC3yu8kqtX/BA1HKP268/TmLqc+YqeR2JhvrByFsM9JsYklWy9yIyoh6HlNnS4WWB570z+H8GkcvgA3gmE+9uM0sMn2kh5K6o69pZRVFEkenv/hNGYSzTaT2/voxQX3/E3y5RIeFFVGb3+3TkYR3sDyLW1JCXPpGW0Hsx2yto3o/vc55hy261vZ8OUZZl7fvhjmlddS+WZHfhGjnPsdZW0/CQKpk0MJB6/h+/s/Tb7PRO2gFV8hNMHx8gePsKcB99JY6GqCp1dv6a7+3fY7XOYPu3376vwjMZsLJYy3O795Od/6l1lvfXVaHR2CmdUvKdduH0YyCV9Scm78gqJo2EAdFodhrw0Fv3+6wzd+QpjtkUkD9ey6/HnWXf7TSBLhI8+jGXFtwmfDGP8C1fwWMxFf+letAOQ0VuFMHeif4M+lbS0NQwNvUJJ8VcZGnqJltbvf+D/QxD02O2zCXbOwzfSS87iEXzufbQcvYljr/UR9MYpleoJi7kcfU2mft8Aiy4rpnxBJkf+sIegIY1VSxUMZh2N7kamOqciCiKG4mLKMgJ4Il0ceF7mwDMPcdvvf4BWp3vrPkgwNzEXX6+PX/32V4Q8oYkZRlY+kqihfP3itxUDwPTVq9nz+AmOv76HlTe9M7OLRyW2/rGOviYPy64pY+bqPJw5SWx/tIGa554m0/UbcrwtzBS0BDVmtKqMVpU5HbyFQdvdGPt9ZLWLqDIIsgCywLAdgt37+WO8EMImZFVDQoihpY7M9Sdo6gsjSRJlZWVMnz6d2qf34NNLnKw+yXRlOim141Sbd7FgzRoA3ug9SZMwjeuif2ZhrJPKVU/T6Bviwdo/o/eVY7Bo8Qh2Tp8+TVVVFQ6Hgz179tDf309hYeEH/u/UeBz/5s2o0SjO225jJCubH9c3s7r6Hn41uoffr3qMry67hHhUYv+zR6jf8xpavYWl193ArNUV75kteUe8PPeDn9GqD7DO+XH2zC7kyad+xcJDi7nk2hl0NL8A+iSmnP99WrYcJ11rpZnn+HFyH3Mw85O1D5OXOZGkeluXh68707kmpqIIKrMCzbS+vB0l62JGJRnQUCSl0DajlYTLyLQFZydf1aRy+AD0+nRE0fA3G6UHjrWRo534YWqUiacMl2sz0Wg/M6b/keGRjfT0PkJOzvUYDB/eP1lR4pysuR6NJon58156+7iqquz90y7mWMsZ9bYzZCkjzXWSUIqBGZ//HKLmnScd1Z9gZjyNdnOQrKU3MG+shn3eAbb8Joas1jAk1rJnZhsBs0ThsBmXU8vuPzZgCY6xcHkS+rwJhSlJARoav8rY2E6ys65lypQfIIofnI7Z6VhBX/+fkeUwGs3Ek6vfHSDsbSdrytL3TSqn9ceR9RKhZx/G9p1vIeh0BA8NENjcRUyJY0CHqqpobTYu/OGlPPejo6jJV9K141VCN1yG0NGBMt6HvlAmfMqFeV4GxpJkZFni2KHPIosxcg5MIziwmbRP3v62DDnZN+Bybcbl2oLLtQWzuYTp036LLAeRpCCSFECSgxiNOSTb5zLcMcreHV8krWQ54sjL2N0z2fV4G4aYlzmNj+O0RJFcLjLspXTNupmdT8Q4vbMPd59IVriJio9+loSSoGW8hevL3/mRp1x9NRXf/ykHF30XhZm88eunueJrn0CSJJ5//nk62zvJ1mTjN/iZXlRJx/5NZGTPRM138uKLL+LxeFi6dOLazrxgEXufstByZP/byiEaSvDmb8/g6gmw+uZKKhZnEfYOIDV/F5t2Fe2Ho+jzJZ5O/SidozaM4wFMsQhuczJLU3Yxc0sIBC0RvYCkFUhoBdpzC1HJJeJ1AeGJl6BHo7ERlcfo31JDycUrWb32UtLTJ7aGjz57jOxEBU/EX8JapHLBC7sY6OlBXrUKRJEHXA7SpBEW954ms2KUmUl6ZttKmBG+ipeffZlxsxXFM8qqVVez5LLzCfR52LtnL007akjOkFHiMmpsIn7AujIPfc5ExH2kthY1GkUSNfxq9yFaHEF+2vwL0hMegqKDNUd/yNPxIjzPPE8scIrh2T0k+XXsfrSW6tcXcuFtN3Pg9ACP17r44QU5VD/1a+SEm+lLv8yarjiLvT7qpw8zNPhfPPj9HOz+YhRxkK6STrSn+0inlNbMWgRV5VeXPY8jpfjt3/NPNjWRajdx7agEEQ/zbbOxeRXq3DJBRSRAGG1OJpZUP67WdIz2sxP4OWlz+AAEQZhwZ/0blYO/b8JvW1YlzFoTiqLQ0/swZnMpqamrKCn+Kqoq0dn567+p396+xwmF2vD7T5NIvHUOSWH/c604RofRiwaG3MPIqkhR12ZiN9yA5i3FoMRlfNu7Gf7lSeYwg4/E52EMW8i7717KDfWIsgSaJaSJn2B57y18duirfGXKT1nddhOCLFDR9TyZt0/kLwqHe6g+eQ1u9x7Ky79PRcU9f1UxADicK1DVOB7PsbeP1Ww5CMhUrVj2nvpyQsGGCX9sDN/zz9H32c/h3dSM941OjFOdRAUJs8ZKNDgRP2HPdbDmY6VEzBnYNCvY+ptHCVdPrEOnXDEDjcOI97V2VEmh9sjDJDgN49eTtvIGYm3txJreCcZKSVmMyVRIX/9TeLzHSU+/iKSkcuz2OTidK8jIuJic7OtwOpah0ZjY9tCfQFWZGzMx9NpduM0XYx+v47zKEUpvvQppaAjb2gspuXQxc4/dw9TGJwj2DKJNhFhyUSaCKNLsaqZ8rJzwtjBbtmxBkiSSLlyDqITJ6XkBUeOgrylB55lWXnjhBdrb27nkkkvQr9KzLWUbrgOH0IfiXPWlW7npppuYNm0aO3fu5M0330SWZTRaLRnFcwi6m/GOeIhFJF67v4axviDrbp1GxeKJ1OlNb36P4o7XIauRMamYja2rCZ30Mb3XzwxhhBNTl7LIfJLSPQFCJpFdlfkcLi1md0Uup4oLCQrJSMoIDkVLVlhgWkE/3jmz8E0pwm4rRlL9jGzaiUZ6x3A/5aZVKKrMIl8ZF73ehqgoOPr6aWtr44X+XnrUDC7seoO83NXIcohQqAVFUTi05xCyEV6eu5KmrAJ6T9UR6/bhf7SJVMVKV18PoZoRYm0eEsMhYh1eRh86Q6RhDIDQ0WO05xXy9R/9lMLEGzxe+w2ctlQaK15kw8BD5LkDdLY/RjhUS8bifLZmqbxSHsM8y4jfdYiX/+ub/OGUiw4RvrupHlkJs/6j3+L8IT0yccrdZhx7i0h0XoASceDRufFpgpx55hvYIlqCCR/HMmJcnyTz01MH+damJ/jFy/fy0z/9gH5PhI8G92HBgNL5PInubWgL9Ywk61CBsXgvkakRAJ4JXMEnH3ntQ44ifxuTyuGv8PcoB40koqgKrlAvNm0Sg907CAabKMj/DIIgYjYXkJt7E4NDLxEMvr+3yf8kGh2kq+tBSKQBKjue/hlHXtnPhu++TM/2DZRaK3APV9OfNpdUdy2jaUbKLlqHqqqET7kYua+awO4+jFPthKfX4dePkSGmMXzvCcb1aYyKD1DQ8TD5Ayco9xag9OTRuA1y/OVMaX2eLkuANx95mVh8jOqTVxGLjTJr5hPk5X78Q6WSTrbPRxSNuMffiZbuqD6GIBqoOm/+e+oPtY2QrHcSCQ6R8vGPEzp8mJEf3YGhVIfzo5XIBoEknR3/6DuG0+IV5cybp8PrmE68Zpzho8fRl5agy0gl+dISpNEI/v09uENPIo3badkewrZuHYJOh/e1197uRxAEsrKux+NpJB7XY7Ou+sDv1X6iEW9fNWVSFQd88/GlFFEwbRvD4h6OuLyMPfggaDQE9+0n7UtfpGzvbmbcvJJlbQ+yvO8R0q66hDNnzrDxyY1M8U0hPSudY8eO8eSTT3JoywEG7WZE2YNO2okQ7+W5P2+gtbWVOeXTyHNmcXHJxUxpzSHq76Z88UewpdrR6XRceeWVLF++nJMnT/LMM88QjUaZc9GFgMzRV3ew9eE63IMBkgpOcKBrB8+cbGL/oJeQu5etjnm8ou5FkX1YJCMpUQvRcC++kRQuq91BxiEX5hjEZn+M2gXr6LzkRuxGB6KUjqoGmFIcZG72Kaq62lGOxbg++DoXmqq4+oo7KXZMR1ajPPWVOxnu7gbghKWL0eggOT1nkDu7SbpgNZZwmJpdu/h5t4sitZ2S+hFmr/wYAF7fSWpraxkeHqZ0XhFCvJ26yrm4uhoY+1M9Gque8oXTGNX4cd49h6xvLiTzrnlk3DkXbaYF94YmAvv6CB09yku3rOax1ju4ZmQbm6yZfNNazv5dUVRETrpX8EXXcxju/DrtmR0YFZV8ReC5zHrW3HkbsaS1DOggK+qiy5SCfOU30LZoiBPgmOsoGlGHxWYmjg9jcipFSRpAJq1FIs2QzUDiOEVpCgsdcS6LfY9v13+Fr9X9F5buHgQUzicVQZMg9okl/OJ8HT8tm82nEFmcpsUpWcFgQHFNock9lWV9Zycea3JZ6X2IRyVEcWLm4PEc+dD59ONRCZvWjD/uxh91kWkporvjPgymDDIzL327XlHh5xkaeon29p8xa9bj/2u/rW0/RlUVGl9KYcpVbgKhI7TsCFBuyWJ6+gXE4z5GxkZImGaT17+T0xct4XwhmdE/nCHeG0CXm4Tjo5UMqU/T1/lLyIKYpxRn5+XMtC9iqm4qJ9Yf4vyhNMYe/SFhjZ3omo/hPX2SsL6GQNmFDB55AV36TvSZXhYu2ERS0pQPfT01GgMpKYveTqURj8XxjTSSkjX17XX0v6T3aBP5oh68PejLPoNpgZ3oyYfxPfsdRqd8n+P6di6IVeAeGCKj+B1jwvxPn8dAw3MMZqyiYWAjK+ZNbNZkqnBgrHIy0PQ8QuUY+T1fIiK5GfMkSFq1Ct+bmzhaUUFjczOSJL21N/UNABw/9hpf+EIuTud799ra9fCfcegupc9ZRro1QvFVJwglduHoWIerv5pAai5Tvv4lBu64A/+27SRfcTnOT92C4+aPM9jfzxMbNtDX1wc2OJp6lM23bKaxoZGNGzfS392Ns7iCuBRFCdQTzSlGSnJgGO6lramato1PsOz625nRYQStiQs/c93bcomiyOrVq0lJSeGNN97g8ccf5xOf+AQaXTJtNT5E0YMp9XES7KO8NUF5fZxAIo0GimjQlpCSyEIJbUeR+xHQYjNo8MdGSISsjKSuQipTEayp7K+q4BOv/R4CdhRlgPQCA3nbhumYOwtWzWB2NBdtohTbeILA/l7m29dRZVlMV7CZN7/7E1Z+/Qv8ouUX3Okup6DrIPLMJaTfcQfBnbvYHZQYlnR8NfQc5bOuxWTOw2DIxD12kl27RsnOzubiJRfz4y0/wuu4hX6LSsyqUnDbDErHBjh04jA9PT1MmfLOfeq4rhzfli68b7Qw2tTCt2acQVYl7kx3Um8QWV09EwEt2kSQQWE6SfLLZFT/nA2mfi42ZHFDxR18/Mw3uOfMt1Es30ajKvxOn8d3IkOI1QZMGDg6fJS+SA0ReRZl6YXcv3AuPdZi5nae5Lydm4hEU9CJejqzt3KBTUKQnEjGKMcX2BFTbueFTZkUR7xUm2fw/Cw9h61LEVIU7j4VRq9Aq0PLgpgTW+8aHL1r2I5CJOkfn64bJmcO70GWFV6+9yTP/eQ4olKALIeJJz5cXqKhMz2k6JPxRUeIECJm7yamaSAv/5OIov7tejpdMoWFn8c9vh/3+MG/2ufY2B5GR7cz3lhJ3K8n6s7Alj3G8tQlzHSsZFQaJrzrx3RnLiHZ08pwtpE5+UsYe6gWyRMl5epy0j83C0OBDY/nKGZzKSP7LqBmMJt6dRe7ix5AULVMG3TivP1TlG7dQtbaJThevY+irt08slrmsnu+gj2rAjHlCAlP+d+kGP4bp2MFkUg34XAPdbtOoiphyhYuet+6kc4RAKyyn/DJUVKuX0/+00+hRCIcfPZZ+iUXMUFhvOPdqYoFQeAj916DJdTLeOZF9Eopb5fZLylgrHAjiiedpNHZ5FrKOPLKVuyXXUarI4XTtbWUlZWxZMkSVqxYTFHRSYqKJlxJ29renQ1VUVQ2/WoHCiuImnNZUBnm6p+vJy0nl0TCw7SEC5BpnL4A64Vr0BXk43v5ZRKJBI2Njbzw8ss88sQTuN1uLr30UprLmsnJzUEURKZNm8bc3CkIUpyxkiKMmSVYSxYh2RwUhUJUqlrSjZmIiFRvfB1B8tNQLBMU3hvUOGfOHG688UZGRkbYtWsX9py1iGIJCd0OZr5ew4LHrMRec7D1WBav9uhoGe/F0jlOVWsNktyPSZPEtCwjSQUSi9JaENQwHnEIt9dJX+Q17t7wfVIC6chyPzOKxsjXd5FUfAVzbZ9hvnklUko2kfoXOd74DcYNX8B+eQnJhQ6m2uezLudmgn9qhl4fuZ3VCJYMxp3z0JeWEsrKZs/0eZSGO8jtGmDRygsIHR7Ebp9LXZ2bQCDA2rVrSTWnMl0dR1AkGspnMpgbQmPVk5ubi1arpbOzE4DwmVGG7jnGyH0niTaMI2j1pF5wD7bxH9AqfJXLo9/iCy/MIzkxh7zBrTgCDUSFPEaUy4lHTxIVBdb2rcPygp07h1bQYFQxFz3IcnSkiwa+qcpcj4GexCF6og0IGjvHrQMkq1OZWd2EIRqh3VmERrCTUBOE1VGs09zEFNhXvYztNXMJRWOEhn6FbPTiX5DHl+ZZqbUkuJSX+XjzEywfVPDJKvdOjbD2fCPHl/+UJnMPW1J2sdtxdgI3J5XD/6DxwCDjgyH8oxGqX85BkXREP+TSUu++OgwaE77IADNvWI+7cBNqXE9O9nu9CfJyb8JozKW9/aeo6vsn3JLlKK2tP0Ir5NJ7MIqosSL1paC3x3CmJZF8RSm52YOMOqYj6WzkDO9FX34xuc0GDIU2Mu+ci2XehEuioiRwDZzG21yE2BfH36TB1eSgus2HW3KjcacyOPgiuvR0sn/yE4pee5XYz75GV6ZAS6CN1XdUoDUodO2Nsf/Z98+0+td426V1/ABNhw4BInPWvdeFFUAfTJBQ4ugVG7a1hdjXFWKeMYO8pzfgeusJ3iMGiQ5639NWq9cyZ2oUrRSkdiAPf+cgAKPRLSRMLjSNSxEQSDfmM1x3nEjFFE7Pnk1uIsHVV1/NBRdcQGVlkNy8RnLzarFZdbS3tCAHAsiBAKPtLl7+yWG6WzQke9tYv05k/h2XIIgClrdcdXW9+0i2lzI2VMNQxyCBiy9hryhw37338sILL9Db28uSJUv44he/yPSZ02n1tlLlrCIc7kKKJ2je+TrWvlEcURFXsoEhvcT8RAmrNZcyL+Umzs+6mSsKvoxRNqJPyudEcQNbu7a+77UsKytj0aJFVFdX442YUJU6LtixEfKzsd36KVJnLqAskozDV4U4NgspEkAn2JliG8GYpKUt+hmGPQqOnQJLbK2YtRIe4TSCbz5x5pOQO6hK89OYdh4G100YStcwqBo4GJTYLxlpKUhiamuQ+pYYJ0JHSP/CEtIubKLTc4JUYw6fbVyNxhcgPuNyUgyZKLEYL93wCUImC/Nbm8mQrsb7WBPeNzqR6wvo7i6gODWTVLeRwP5+5vdko4+epqlsBh0NE8FwOp2O/Px8Ojs7iQ8GGX+phUR5L7YrcrCvL0I0D9KW1I4ghMgOz+Cl0W6G867AEhoiee52zIZWJI2N/mlVPGezMiMap9u0GMGkAffVrBy1czLZx8yUp+kyD1NoKiaquqkf6AI1hs9sIdp2FA0ia1wKn3j1KTzJqagmE7Lq4QyPkWaG5gELcsyG7Cmk7sx69ooXMjS7knGzmbtbR/gNn+JK5TmSXFU4tALuhMQNp19B1Qr81Hg7tkQKrzhfZE7itb/59/hhmFQOf0EsnOD4G52kBLuY1voU7l6VoeO3EAp9OOUQHpjIsx40qCTPdxLMOInQMYe+uiFCNSO4HjqD55U2EiMhRNFAacnXCAabGRp+9X376+l5iEi0l65duQhiHqWWUmYkbgRAe1UQU5UNz3PP0Vd2CdZAL9Zpq5illmKem07qJ6chmieWbKR4nP3PPUjDszk0bulnIDSKfnyESNSFc1SD3+/CEM6hu/sPyPKE+61xyhTK11+HgEDDWC2Dg09it80j5smibtemt2VUZZXhJxoY/HXNe/IZ/SVmcxEmUz5u9z5Ge+qwOIox263vqRePSdgEC/7oKEnnL8R2/jvxCSOCgKwFm82F1ziI7H3/4J+U/nos/oNIWhNv/mQHiiLR3f07kixTSRqdTkKOIwoiqRorzz73IjqNhrnbd6D4J1Ihu1xbMRiysXbkkF7TSFdbGw2LlrH1mh/w4r2nGe9xU978FJkVMfKvvujt84rNE+21qyu58CtfREXmiaceZeO4m768PIoQuOmmm/jKV77ChRdeiMlkos3bRkJJUGUxcOToBezbeDdSzM1062yuEM5nbtwKKtibNxE+eA/1UhO14RhaUUemKYvzb/4U5c5ytjbvYM/TzWx7pJ76/QN4XeG3A+gqS2ejkQwEbM0sObaB7mwbKfd9HfWatZyxZHIsfTrjhjAC4DQYWOHcRVJHiDmH69DFA2SOrMefrmLO1LA2y0yOOUpEqiYuNVBsi/DTpI9T7a4iO3kWfXGF/sxnKan+Psvr/ot1P7qLlllFVNVrGDn2GLIcpiW1hqzSXxCXYzgN+ThuvZVwTiophlQO/Hkbz5ZWccGxgyzoUSkdWwBvRWw3tutRFA1TYl48L7Ti29zF0uRFGEKHCJut1Miht/8XxcXFjI6O0vfnU4yVvUpnwfc4FbuK4ewNhLqeZ8i5B6P2dZIkDQtdGajaZPKHXiS6LEYgLYqKSn17PX06LR/z+xlIeoOtBoGxQIyWgU9SEdbwTEYNOfF2BKAm8BxBdYiYroAmTTYddjPxkIvZxjJu5BB/3N1Mpn0GAJ5RCy1RkfDwFBqkTF4V5/LHwit4Sv9p8pRufqZ8hRXiFk4PzMLnT6dktByNICBmvUp2Wz+fV35Fv5DL7yvT+U6flV+kvzu9/T+KSZvDX1C9pYdoKMH05udwpAhEuzbSxuWc3jJG9qf+9/Z6SURWJBwLZjEw+DgoGszdy4n3dOMRTWhTTYT6XYSOD2MoS8a6ZDE260yam7/LqGsb6enrSE1dg05nIxzuoqf3j2jiC3C3RbAb05npOB9jngO9Lg2fUo35RYkRQxEJbTIrnQImcyo18VpWLL8OQSuiqiod1cfY+9Qj+Fwj2IuDXPa5h9j/9ftxFUwhoE+wv3grSxtVtBiQfXEGB58jL+9mACw6C0X2Ivzu3USFQaZM+SF9szroPLGRzlOtFM0qw/1yK1LzODLg+u0pnDdNxVBge9/r43Scx8DAi6hyAYUzL3zfOu3P1ZKsdzDkOoXz5nfvfNbR2U5V1R5SHEPANlRJx/ETOzCbi7GYS8jKuhqDPoNIdTULVl7IkfYjeFJXsPm3X8I0rZfslB8j6Kx4/d04k3OJpKbh8Xu4YskS9M89j3/LVqxXr8c9fpDc3I/BY8dI9w7Rri3jyEXfRgqmkml2ozT8me40E5/87pffli0xPIzrqz9B+K6IdvVU8iqKSSqcy7CoMn/mPKZufROp6SDFd38D4S/cixvdjQDYw0cJAXHdFhakfZliayV94Tp0a0rg5Gm47Ra0v/0d+VseILG4HJ/242SZC0hExrnIfCVjb+hpSgxithloPzlhqE9KMZBRaqOjphmbmo8nrZVDq+dyqnAfbb96FF2gmJjcDAg4jBbWZJQhiMt4oyCdB5OXoYlpuEXsJqGfTmjGZawYPUpcdyNLna/SbTpDVNbzfOZFuJxZ/GR4YkBtDMfw5w+Q/plBLA8Y6L3tNrIvuxXD6W+iaW/l4KEbkaR6alItnNfbR5a5gMaUMaYsW4jy4jCPaW0oCHzq9efJz7sQf3kEe8KERwjSJo2TnduJfUkRGenzUKMSmRlG0l5+kLAcoa6wgLE+F6l56RQVTgSuNut2Ycx9jYz0S1BR6O39E9yoUOzT0xlPIX0YMixV2Lv2E7usG89oEa22KTgjffiGpuDMOMq0SDnTu7ex0bWKSHAnqmMN1/fejdY8il6aRUS7CZfbBESptpZyfMlcLMMdhNrrSU5eyXjqhcwJ5yHrs3mJXcQjSWwd07JAzmfRebtp1t5GAhO6Vi8f0W8lI1VhvGAbxtNXMHD8ZqZpRVRUglNPYOsyYglHWep/nUGhkqNj01kx+sFZj/8vTM4c3sI3GqZ2dx9ZoyfIXjKVopdepMwxRs7AXrpOpFK3t/+vtg/74yTrLPhiY0y/YBqDgy+j751BspKDP+ZDf0kuGV+ZS9Y3F2BbW0BiJMz4k41kHr6NDM0VBILNNDZ9nQMHF3D6zC00NN6FIOhoeEVEY5zOnOR5qFpwXlOBw7GE8fHDjD35BKNTLmeFRcBocbBbV0ez+yDP//in3Pjaddz+uyvZeN9P0OoNzLrBxrTLzYx2SwzF+knxJQiLcT4SWQ0pE4OVg9V09zyELL/zRF7lmEqe3IjZXIrTuZIVN1wGiBx+aSP+nb1Ea1z0hYeo8zYi6ERGH64lVDPyvtfI6VyBShRLZoQ5F618T3ngwABDJ1rQCFpEQxc1HTczMPBOrqNx9wZSHEOMNZYw3LICTfd09DonPt8pOrse4NjxixmofQLZ5yN10Ryy51eCICL3+wiPGtlx/xEsWjtqYIjBsRN0GH0YfH4qV5yHoawMz9MbGHXtQlXjOLWLSRzrZbxgGagCYVOYsnkaugefp89hZOkdd6N9K4JWiUTo//wXUKMxkmwVhOLdAOQtmkhn7jpaj/OqK5FcLkIH321janA3UGIyEfIdJt6fQWbDrRRbK2nxneGkrZbMvEIsFgtj4TAZTz6JkiaiP9iET+ok1ZDDqZe3EX8lCxXgsh5u/ukSPvrDRZx3Qzn2HBMd1d0ICRuzTz+LXunCbctEjuSg+s3E5AasBgsfyfkoJVmf5VHtTCSM+HquIiTZ0Ew3cHi+FZ9ZZGxsFS9GzyNJl8JAYgalKQnWZDXxLceTfDo6QJGSTo/XjRIf5jenb0UUDIzfEiPa0IDxwH66Mo2kNWlprhfY7i9k5gtZWOOnMGos9O8+g/KqizG9wK78ZK7sjVNYdDmxYDevCceQyowc13Wg02iZPk2HL1iDLtWEPteKVqdjafZ8zNGTtBVP5cTe4wCYa6PoEeg1dZDqXMXUqb9k+rQHmclPiZ5KQbbF8MwYYaD0GdI1MtnCRvRVAUY9EzPVuLEXbaycNURxFxXT5r+LxSaJK/Iu5XGSWKjmMEOppMGynZ39tcQYJZo8laxUC1KujS3zZnP7JesQBBFJvgo3CuGMM+g0VuJqhASX8Oyc9fxK9y2IKSw5sQtNV4j5+jB5J7+KIkNFxS702gQ2ncJWYzPHT66jJnMlZ86sY1oXLO1sIpaWR8wy9a+OTX8vk8rhLY682oGgSBR3vUHanV9GY7dT8NifKDFvJ3WslgPPtdB5evQD2/fX95OsdxCIuthz5EEeGwOhZSZJWjuHR3ey/8BWBFFAY9FhOz+frG/Mx3H9FM7oh9l8DIoP/5Jp9j+Rl3szoVAHfv8ZogPnEw2YydMZSTfl47ikFI1FR4pjCYmEm/HkHGY4szGKKqcKRxh3ximpWInb20idr5FmoY+VH/80H/3pL9Gk1JFsX8ieJx8jbkgibWRiLd4+ZkefORHZnC5+hHjcxcDgs29/r9k2IxnaBCmZ16KEJDSngmRnLsTqChPY1ctwzEuOKYPypDzUi4swFNompvxbut6Tt8luX4AiCyQXq6QX5Lx9PD4YxP1ME75NnajaBDHLAOFL9xAINDD+lsF+eHgfKY6DSNEqYscz6B4uxtpwKfIbiwn+bh2eDTeiCdloGf8vvDdKGOZWsfKr16KVQsTclQiBa7DpJ3Ylw9fDgdQQNtVESUBP7csHMS3/CqpuOgOn/oRenw77+xjMWIRbWUmS3kBcN0Tdjl+i1Sdx/Y9+wdRlE9Gsqqoy8K1v0jNUT/TrN2J1TCMUmjBgjwd96BQY7z5KMK8cTUoK3pdfedc1aXQ3crFDh7djGc7T95AWmEvt+H6G1WpE7wXUPXYE/aCT7sMDPP/k7ylc4sOXbSSp+SCiIJIs28mf6qT7gt1sCk0ERyZnmDGUaRnu/hQLD3+DGWe+yS8v7eL1wtOIhhglgQUoeMg057Mw/1p+X7CNPRm3cbXJgwCsQ4dGEImMaNlvn8XzSy0YE1pSWUBCVWkbb+WZ9gKO+ZcSG3ey1pNPVBylRTYymGxAVGV2dKxCLD2PwA0i4sGd9OYsIStso7Qjn4/tvpHKGT/BmnIZqqqQbkhlrNDH87kJZFHg2t4E2py5WKd+lBlyPsc0bfSJY8yzVZKeMZtgsOVde4Qsz1mOENxDQmfgae8oOx/bxNiZ/dicvfh8eVRV/RpRnFgkkY+106xMY9mxcaLDuQRzD+PUQuSyECRgaLAAVYWATQatgZzwNPzJrZQa80gSFfYi86xBIvPu+dhvzkaUHiUeTQEhCWPFhfRXJGFQI3wxcC/Flt20WsFjFLl5uZf7ZsSI2Cyoqp8Z7XHMAR0XnBrjpi0uyvtKuUqKoO9dji6ahmvf7WhNXlJnP8VR80kGGKRCrWWObhsmzQ6Sersxd9ST2qnB4v5wLvF/K5PKARhq99JRM0p+9zYyL1+HoWhiSiqaTGi+s5wSywaS/L1s/+PpD0x13bHlKDpRj1aVeDR+lDMRLQ15IQRBwGksoLd2D7G/2MhD0IiYZ6WzrbyaZzK2oGhVEi9qsG1bx5z015hZuZnGN0Yxm+cyM2U2catE0sKJbKcpyYvRhdNJL7sFLSqGJSKnBxtwRv0MNO1gNHki0ZvHEqfldBcv/eJuZDnM0WfriQbaqVj2EYJCIw7Fgi8eJSkznbAUQHDbSElZTE/PQ8jyRJBNRuw0Plmg1+3E9eApggcHWGJdwRzHSsYSEVJ1ZhQU9NokBtoHSL1lGpaFmQT29eN+qpHE8DvrwE0H2wj0W3BOGUeWo0jeGO5nm3D95hSR2jFkm0jC3s+p0j8x6C5lcOACjh5VeerPj7Nhw2scO3oVR4/Poi8vj4Qgo9GZOdxjoz1pPiO6FYS23ICjtYzwUoXTA58lGK7HLrbhU6dy0c3fJiN1IiK9vkBD2KDjvEQZM+xLSa/VIo9r0JeuJiC0kmo7D99rG3EVnofZMUayo46IEsOUWsrNv74PIUvPoeMv88IvPssjH7uaNwbcnMqbxu5XDzJ4xk8iMU4k4qK3t5eyigpAZucTz2G/9FICe/YgjU/YpuJynBFfM46+AnS1nyBbr+GUexddoXY89sVo9XEExYg+monOX0mkeRFPjj/ByfIfcyT/k8TkCOmmTBBg7ZQL0ca6ONn1FMfbWtj9szUs3hIlaBH4zsfiLHSmsemKV/nkxz6HotERS8/FZavk0xl/wCScxqOcT1dUT4tmACciV+ncRMdF8vYPc/NuP+2ZIIlmToZkiisdXHrlhcTlGK3SbSSrFjzSRuI6M7XFWWQzxkZlMWLHEFM//zK6hUtZknE5lnX3MkV3NTbJjDS4jyHLjwgKfWSbizl69DW2FdqZOy6RHO6mV3svI+7jDGg8NHW3kqaxUxnNItk+F1Dx+U69fV8tNFWii7VhjAVwpRop6PPQP/fXpKVHiUb1+Hzv/O5Cx46RbIuCJOAfWAL6IJJtDK2tlMP9yzDqVAKJiWzFEdMQ+9quxtl2I6oYZw8j/ESIos5I5cHnniT8+Hpa2xYi4WM0t5xKX4S6zCLmqNU8fuQ6Fu8vIFXfyDSfQppqZqvmfNrLJmaTRZ0B7nitldzhCGneMFrFSnHUhGZ0BhFFpT8yjX1Nl9PSM5WIEKdQdLPR1kRPXZiM04sQQmNYEunMSS3n4pnv3lflH8V/vM1BVVQOvtSOkQiFowdJ/fymd5WbrIUM3eRhxb4IakxPz69PYLx5OuZKJ4LmndgHadQHyXnUZA8yoiYwiho2O06xfuAiHJZkRkJh9j3zOhd+5tp39d/ubUdSJaI3O8nqtOLf0Y370XrGxQB281JKTHoMognnx6a/nc8lvreDvCPfRhF09Hnq8Y0JmNrO4JIlyhctI1AZg5GXUAWV2p4tVBVPDPQxt52s8jKmXLeMp2t+TmncQpvBhcmejC/ehXkoheJLvszJmuvoH3ialJRFJEK1HAjoSas7TInmal5dpnLxEUCWSRJV/FKYb0oezOZ0bm1wI1w+i5QrytBlWvC+2Um0eRxdpgXTrDRqN24lKKSTkj3E4Is7EGpTUBSZOk0vdfo+ovE4CEDL0omLI4BWH8VibEGnCxKLOMgxDOJKpAHg1ieYsUjH4o+t5KU7X8PtNVC0IYTl4hW4VrTS9dxTLHCswRU3MfT0SfRRgb3WBjrTM5k+4ibNYkXUGekK1FN5zVqiWwcwBivQvjiAq3uUMcsRlM5R5EELFEIkLvPc7d9Dq2iJaiViuECNgSCh1aYjSUO0bAxQ9imVrq4aEokEB4f7CS28jKnH3iBy2zfgySfxv/EGjptvps3bxurAVIbPfJJVSRKemJe2QCNTL+kibGnhonW7EEUNJ6pPsXvrLtYq1fQpBfiFDOJRO6NRA5mmfE6dOkO5M8yXMmIcPvES5l0/Z9l+laFcIxvXRrDr4Mo/BLBeqMWRk4PJEybiSGc8OsTFrgWg0WAATuo6QYXiRBrTkgv5c4GeNXv9GGSBKYMC6WKAEcnKYOcUtD2jSEmruUQuIWBsx9sTAgPEHH50qo70gRRMrrX4HxjHknEjQjzK8PBubI0H6M+KE/W5eWSxhm9lHiW74zpUl0wg4eYW7zh9i35L06GF+PIiGIQYVVIOC6PlCCEJq2kWgqDB66tGbTDS8PwRerx2spcsJCd4iG2Va2m03oVJTbB06TdoanqFzs5OwoIJRyzEQTWDqdF6aoV5BIZnkc4LhFOasXjLOelKZxYxwhl7SRqqJGbSUhqdjd1VxFjBm2z35WLzhpHOfIO0RCNPemyYZC2CJpnhsgM8H88mLGYx091ECVlcGs2jITyIQ4TvHHUh2psweXLZjxFJFjmUNcpq8zO8MutS6vxe7l/+HcyH76NOY2NIv4OUcRN2UcdFsYUcMHyNO592Ult5DW51DybJSOGyGvJHbuBkf8d/5yT8h/IfrxzaqkdwdfupbHqB9E/djPZ/BDuZTPkggiFjDoneMHZBi2dDE74kHebZ6VjmZiDa9Vg1RsJqiBfLjpAvyhQH8tlr6OWkuQFbUIfWmEHTgS1c8KmrEcWJCVtEijAQnEgJ3u5vp3TeOswzU+l89gy1/duQk8YZFjUMiUfRvaFjKGhGZ0pnff80EEwc8UdIKRylbccJRFsKN3z9O2SXTeHNHbeRYnDgiY0z/Ys3UyXvJBqzcNtvHwPgd6d/R2eWyByvimqEwaERSIyS6SnEbltEmngJ4dd94OmjWPoVn5F01CUbuaZKw6DZRqTAxzWtURRE7gn1YEr1kSk2EustpPrOX2BMScKUaiNpbhbm1DIi9W78W7tZaVyGnxlYDmoREmY8gp8D1jZcCQ8F+cnYh7SkBAupNfvZuGw2TYrISnbyaR6iv3UmUU0yZ8QRZg+P0Zs3i+O6duZLheiNWtLSNAz4BeSxMTJLvkjh3PsZ3n4SxZggVRFwtYxx2j5GUIgwJ2Zjln0VanAUkoyMRLow7G8iCyuZ9bfg9/jQLIdFqkRUlqjzniAkyUSTAH8faFQEdNgEM3laG0vvvw9rupPf3vQZInE3gwetbC0ewArM63wMh01gU8HF7Nu6hxXTp+N9+RVSPv5xTh2pJ6XmRrKFE1g1yzk4tpnsnGyGJT159iNEIvVsvf85FKMFRSOSpOllxOciYNUz49QQvvILybWUkSzWcKglhuq6gpLqTSw8Dh2lWoyf9VHtMnFeHBStSM9dX6X3ysvQjY2RMAB6AVRYLUUwyyt5LWkrmkQqbm2IZWMGrjIMkqtYSMx/imjnWsbH03Hiw63NJZroYbZhChpZoK/kKWL1s0Gv8LvWjXRqP0oZWiR5Jl7jGOlFKs1PvUnW8GFkVWG0DI6U2eiwhKkzNpANZJoyuW3TBoxzohyvvQA1SaSwrZVUeZSDi73Egjew0r+A8KFxkuyVjA8f4bkNpZjFaSQKPHzmTB3pzkvYMlXgoGEaC98cJnvNNPTm7WzYcYLjzw1w9che/OkBrgm2sCl6G4lQKomAgUDaGaztV7AosI+IIZdho4ckXRtJmhxmmL3EFTPHDoVYIdWwQo2jYGGcGRhRUIkyWmCiSe8ixZmETfVyXoeBPNlJsyjzlM7N3bKdtFgew2Ma8gUnWo2ZhOLDbG8mc9MQl0z9PeKCW9CqkBK24bLtwh40YA4UslCTimryIPQaqZl1B+HIK+hkiT0LF/Kp/D5Cw+NkJz44U+z/hf/oZSUpLnPk1Q5s0ii5SjeOm29+Tx2TKR+jtxS5P0Hyhfk09J7gWDCBbNcRPDTIyK9rGPjJMXJMWbxu282o5OFie4IM9xRsoo0XHNtJ06VyYekNXJr5MTru2Ue03YOqqnT6OlEnTIl0eCf2EBjudbNz+FecKLKwTtjF9dGnuCH8PAvGduOOWhj2hOgQRjkYUEj4X6W59gRxRwYzrv042WVTUFSFutE6VhesItmQTIu/Ga/vJMnJE+5uiqrwRscbpMyci3VkFL2qpbtzAF98DEERGHusHsfWq7EMziRkbSBo8vDzKpU75qUQESMYpTgHk3sxiHp+6a6jNiWTj3QcYmldG1Z9mGORuZwemcJoey6xY1p8m7uJ9/73+rCMHRFFCLCv+GFeM50goI2yZk0x+QW/IzCthfvnFPPTpfOI6YzkaiP0UoBlXKFreDoh0U1Rrg6v1YA2ISMhUz3Yjs/nI6MyHXtgwuXYPG8+creKGDMwcr6RTVIDr+urUZC5MDKVGWouRp4ivOv7xON+pqWsJDtsI5jw4/VHULV6DJokbPpkSmyVXDg/hZJCA4bsHNZ964cEymfhnzKDgSllNMycyr7jR2hra+O8m28G4kQbF5DVUYM+6mP+ThXbLoV1+h00BrqJr7qIWGsrTa8eYezFZuK+x5himYov7sGkl1mw/BP09hYgCFZOH/0+Q20tjLa0IqDQpsnHrUllybYh0jxg69iPoipki8Vc8/xeVj43oRhOzbTx/SsVWupNBEWRgqQwj5xfjNTUSuTIcVTZjWlklL6iVMrLsiiS1hO3DNApegEYEX3oVVjfbsaau59pRQcYrzqKjMC4RqVgmoNM41LKlCz05tfQZPYSIZfZJhlN9GbsUpynYz3cxBDHPH9k50uPkDV8hIgpnbY8LfmtUFc4MQuu0QyREKPobDmEk/Po768k1RBi3ryNTPUNk9U4yCFziMfSH+eUuQH/zh4c3rU0u1w8mqLh2dwQeSO/YIH4RfLRUqh0cCB2HjkHVX781W8hj3hxRIa5auB5SHRgyrFgUuJ4A8VYgoO4PKnEUlqx+3Ox+o1YIuPYehykDBjQJiSGjKO0+I4STAygkACNHq3BgWAsJolCinyZOAKjBDUW6h3lLFIPUxRYg14QeFyN0CHn0KH4sGkETPnVaBBJ2E2gRpjS7SbND3OPavj0C0/g27KYhKowEhURIiIzamvIUk3Q04omNIdIbC8ofsxVbo7PXYm7aTGHhzfSrbzbjvWP4j9aObh6A0T9UUrqNpD2pS8gms3vqWM25ePovgjVIJO0vIjz7jwfX8DFjoYhUu6YjSbFSDQeR9WKbMw8yIxIKUtbPk1VaDrrXEups7bjtkWwChYGoj3gjTL2aD2u359h9HQPgipg1Bjp8HbgHwvy6mtfpz6viuczL+LOgh9zf9Jd/K74p/zZcBMiEtkMc9DQiTvRzrjchy3dQCw9l4qsiYllh6eFQCJAhtJLqTWD+tFTyHKIlOSFANSM1DAQHGDVnKuxhHrIURyofoHylIlUE/FeP5bFWYzMfJy9VXu4YW4e27KySfZt42e24xBvYiDJwe/dNWxLn8qXpWcIahYyklTBuLiZNWU2Vlp15Jg1DEtRmkIxcLThV+5BMN2KbPwKu8TttA2W4Ewd58aPLsIf/yVP6r/N3UlfoNWq4WtNIZ454KYqcpAB8jgWWQgIBG1mHqz7JFsjK0nxB0hWzUioPPrIw9zV7adHCKIYLeiLChmr7qVbO8JzR1/HYxvBEHFysbcMjWuAzeKveSPcy8kZZQzHh0jSWWnynmBz/0PsHdlK9dg2WhM1nFRHMc/LwOS6CEeySjAU5s03t+CIxrh8+3YuWbSI3Px8zpw5w8kn9yLvjYM2laDoJ6SmkN/nwrN2PtYIWPZGWZhWx/aeAdrzKtnywi+RoyfIty7Cpndi1vQwN+UapNMeDHobKeb1qMYWZhbMptI8C4fq5aScRVVzCykBePXy2YS+4WM85iLdlEtnqYOoyULbyvnc8NxRfn/RY8Q9E7anLBsE59cysnQ9Y4EwoBAxG8mefSVzu1OABK84TxNUUghqg7Tpx1BQydWaSJ/1BgDZlg6i05tQ5WRO9R1julkgoqgMZxxGHNaQljGFfKMZs+ZVarKexR0/xYK2k0w55WVmdwcYZM5Mv52u3BnYQ+C1TNiiekNJvGFqoNrmAlUiJ36MpVYjKf5Ukhd0UTbXzfb+ITb1D/F4xh9pN3Zh2DOV1vaPoDUk+GLbj1gs3IZgy+aZiodZJByi21JCXO8gO7IPfWAAVSOSZNezaHiENKeXuGIiJuXhGG/EmhxE0UaJm9yMpaUTkxPM6LBjiuZSJuUxIvroiXYzrfgMVRVtFH9aYuonduJw7GbFmV1kjR5i9YEesqTZSIKe5aMn0UpWkCWWjrTh0ch4NT5UVUUvv+X4UTqxLKpG094eZ7KGBabXivSKY6iCwJoD2ykIdaLR6PHoziBjR5F6wGhG8qdxR93LjPdMZTzqImIp/4ePjXAOlYMgCHmCIOwRBKFJEIQGQRDueOu4QxCEHYIgtL31nvK/9fX3klVgYUXng2SkqSRf8f4bZqgeA0mu2SQqehENGuwL57BsdoKoamD3z3cge6Kc9jXyunMfXm2Aa6VKbGOzmS+Vsmp8IUZZz0uOHXQ5+zFajJzwHqB6bBuhIQ+lO6z8vuvbfExzJW3uVp569ssU6ly8mLkOUVEZM+Sy+vHnKX9hM4lYnIxwmAtG9yFrVEJJDSSlC6StHCFTayDWsZW6ui/w0uGJHDu24D6S4010+nuRVN6eObzR+QZmrZnV+atJzTORmbBxQWIGJs1EQJppZhqRujGO+67mR5ofM47M4pFfkjL+FOamMqzxHtyGDF5Ir+KCtAj6fjtRqQYpcQbPSB4hdw/2i4owfa6Uhvwazji281S4nRfMC3lEvZHHuI4RUllh20X5lDdpb/88e8VL2Z6YxSUdbp7ZM8Iyz0ZEn0TVQClRwYSig7gAr/SuY97oaaaPtWDzuAkKMbJ9NjyBMFMjtfQVmtm7bDm/uv9X/Kn9NXZq6zFHzcwvnIHVP5Wgx0WLdBipbz2+sULyUy8gP2kKjd5jNPlaSdIVsDy7nCr9+YwkzmNO3RtYV2ahahVyuiYyl0ZiMRY2NVN6333MW7eO6667jjs//nkWy1NIlXTMSZmBbABV1KKfZmLJA09hu/8e0j1gPOjDruyj1SEjiHacyiympxQTUQLoNLPQ5lgwR7UsyJ7G0Se6USUt9um9FCVNwyAFyO87zNR2OLAsjdUrjtHZl8dotI8UQxo5wwbis77NePJtAPSe0tDngFRJRm/UcmP6Aooz1hOJTbjf9uQUcbfOiiVSgMe8i2OBXNSQGY/Bg18NICKQogWtfsJeVWzqoqOil/H83cyJTCFFo6U+IlPT+xlsDesos9poVLoYP7WVJX88zid3bebTDZswyAFC58uMfiOOcVo9FeM51BeAJArM985hRvdaxhQ/cxPFFA2FiHflUuY/yuL2WnIVL+35sMFoZ7dFz3cHLuK+nN8zpHFx09hcftb3J5YLt6BxlvAjIYJOD1MSE4bq7Qvmktfm4bZPrQNg6hU34BgJUCK7OCmvBEFDhnoGW5IXgH57M6qgovOFMOqXMy+Sz1yhDFFVyShys0+8nAfyL+HwGxra6i1U7kvQnQmPXLUarQyybjkZ6hBVQxoURWL40G+YV/8Ed8x4hLAvnz6tH2l0OpImxGxBhyhYiCPSmavnzH/Z2Hu+BcGWS7c4ggy0lnyWofmXAdClbyOolwERTWE2I9oFpJ4sQqe2oQoCqu7Dp/7/WziXMwcJuEtV1UpgEfB5QRCmAncDu1RVLQN2vfX5rBA+WQM9baTfdRfCB+waFTo4AKJCoOiddNNlX/ooZXIjvWEbA6IfNFFecu5gsbGCpKnPsyPvCWx3TuOQvYPp44UUxrLI704jU81jUer5uLVxXmu7n6fS3sQoGrjszCLWup18xLufr5V/jZxAhJu747SlmHA+9zy1c+bhkC0s3XEY5biEQzNKIjmVnNVVWOxDlC15gh7rL/F6qxkW87DqzFy2fBeFJhOyquIWczEY0ohKUbZ1b2NNwRrMOjOWqkocUSNaNDSIpwkrAcInXQgagcdzg2ikMX6gbuHZqx4mqtOT2iSREulDFbVUlTu4yfwqQU0GMJH+Iyqk4TY/hmFxOn9+6iG6xiOEBJGgRYs3VyDJHiZTa2Isz4xDCCCgIksRNobOA1XlK80R1MAI1pxnGK56nKmuiZt+3JhCdyKVTzZs5hsnn+eWhu0Yg0G8CDxkKOFIIg+bEMFiVwkZzTgsduYlSgikutmWt43idVWIikyreAqvUogUP8Z85yyKrTPoDtTQrlaSsUSPZeYwemEpSY588vJ1yIP9HP/Vy4SSj+B0T0GrarDqdMx/6UWSlk4YzdWEgv/FdsKCzKDuIUrMc8Ay8UQ41t6DGg1QcsEVaH70VcwaDe5eJwh6UqUIpUvbsGgy0YtuFMIMzVOJEMfWHCMtlkfKwEq8GUfAEmMsPsqiI1FaSnRMuW6AnT0reOH05fjFBgACC9ZiP/k6IW+MTft6OPz4C9SlaJkdU8jyR8k8k4GaSJBARRCMXD7mx/NiDTqhi5akeoa9pdhiejx6D6gq40oERRsGUWHYNwOzNooUTWXxzM1UmgRGJRmvro6UQCnp6tW4YgmsRx4l1i0w7sxg+8qV7Ll5Br4fhDixqACPJp20Wc/TMCdB9bwZrOtbR76nCJc5yktzVzFNzSXfUklMjfCToJsvksfXAjm8NphK5IyFU00pIAxzl/cmfpjzEKIUYEHGV9FmTmdIe5wvmv6LGalNRDrsJAcC7J6/jIJ+gd01J7DYLOw9doQDy5Zi88foCM9FK4VJzm8GUUCbUGgNTMQxGRPZZLm2YZqSh1EIMEXuoVaZwYuJFVzvMaJT3KTsFUkKw/4VlWxe9Cm2nJdLc85UlnCQlODFDEgiJ2ffRu3t5WQnDKiKnjpjLTmJDGJyH0ntBRgEHZIyzqnKHNJSxpg+c4SRkhL6NeOku2JELNkUBCAeGiIYTUGSh0gxwKeFF8mJjiIlFxJI9GBOTeCbf+asjI/nTDmoqjqkqmrNW38HgCYgB7gMePKtak8Cl58tGSyLFlKydQtJK1e+67h/Ty9jTzYQODhA6OQwseJuwrS+XS6IIjMXLcIW6OX0KBzJbSCkiXDT1IkBQ9SWI8khysYkvjb8Ca4fv4g6fTPuqR40ipa1067CnlnF65Zt/MH2PHvLHuUjg4e5p/Q2PIZkPneijxUuCUUQ2Dw4TECEBYlcNBEf8aCWZYljWJOSqGvSAyImQx4Fx77P9Mgz9Cb0zEyfg8VcwKqqiW07e6MxVFVlZ+9OQokQl5ZMZIg1TqvCkJiwefSHh/FGR0CA+GURBvX5VChD3Hrh/Rh1Ji4JrwGdA1tkwoD+iQVmOvfpiEmtpIRFkuJ6Imovve0yLz/+a7wRlV2Jch6PLucZ90K2dlbyaMTGHw1nOJ54hYbKBKoqIIhgUWWmDPRg1SUTSd/HUL6BY2Y/5sRE4rRxQxqLW2q4SFdNzho9XrsWMRxhe7wcv6DhKvcernvxRa578QU+8uYrLD8apiqSzMePDbO0LsJIYghL4hSRqANZaWNG7kUUWabTbqvjmDkJVdSTlt6BeYebgHeQFK2Ggln5HL1kLd/M3cC+dhM+MUCxkk4EgZ3Ptr4dhezb3o3kinBS9zKevTXEWt/AZM9BjEUw+eaw/flbiY+0cqp2A3XOpShqEJvOijA9TmbgUmJ6CQ2FuJNaOdNSR6feRbrsZEHaeixDS6g5dTHPaGtYsa8DXxIkbtBzanQaT49ez4A5nzRnNWHJT5I2F6dmCFSFF19vZZlSzbBey9xoAJt9PZahC2nUvoKk+kE0U9ErQyKJZN1DDBpsxJUk2itnYgtNzJC6U04hShZ0wQwGm9ZP3C+JGKnt16ATVRplBZNUzlyzBq+kED/yADa3m8NLl3Nm8SVEKq2UzjuFy5NFQ18Zg62L6e2ZQVg0YdFWEhVDZPYdZGdFCQGTQMTZSJalGFX1Utx2GctrruH8jpuY6fooOeEbmNe3mm6pnkx3JVceC9Bq3cmYIcb2wibal71OS5WITiOzanMza4/spTurFE+Smfi+3XgDXhQFhrIzeV1ZS4c1QijpNI3TChjx2fA3ZOHyGhESEuZILamL0siijFj0EIY6E6qoslTooqfhKFkuH1VNMU5NE6mbsQYBlf3rL0cVRJb5jpIUKqI/riAaIiRqb+RU1w3IQoJDyXUTY8NIBNGSh1kYBxJkYsQfsvBVyzX4jFZkQUXSzCXZ04SYWkCjXUYMlqAq42iS8lFRSfVkELCdRoyGsBd4KBDfcev9R/IvYXMQBKEQmA0cAzJUVR2CCQUCpH9Am1sFQagWBKF6dPSDg9P+N/T5+e9Jxx08PEi0ZRzfm50gg96fjr61GMk/McWOtnuJt8dZOi+VoC7EvqwzLHJXIAx0MXgiA7V2jNafbWO+uBxZgEecr/CDoofJumQetb790B/n0is+TdSgssKeYPpACw0p5WzMXM2X8jIocUsE2wdICUXoO3aUXNmJuXdiQxpBhSn+HiqKMojFNPT1TSMldTHJOfMYPdZFh7eDGWkTOVzybYWYRZXOkJf+gafZcPJJchLp5D0vMPZEA7EBC0Z14mnVQwxvfBRUlYfr/4SisXNZ4ey3r8m6jjk8qIaxhT0ISpz49u8R1uQCcab29VAyNAhqkIBhDi1DYU5JuVgyayku/CnGzBcxC53gqSSUmMp1Thvp2hjP9tvxSiYGTWnM8EeJWQaILzrAcDSZV6oX0BH3kRlRcEvTqHRqqM/6Os8FfkFHwRz+WHwZftXIt0ZOsnx/DdFUPffOvZEzs89Dm1FFLN6JadjLrVsV3I3VqPFWMm1WLsm9nQrddJ5zbGNvfBRzNB1r5hkKWm+i0qvFG50wnnuODPBs2Sk85hHq06KcjiQoktORZImGU23U7umju7aDwIF+ghoV2veQMwYncoz49Al0kRge/Rh9m8a5/ydXEmleRFwdwKArJMlRRL4qYgzlExOHEYjgLtDT3d1Np68eEJBN8HK0k0jEjqDoEEQbh5fMZzhSzONdNyGnmYlgRKNXGY4MkKrPZGupG7uvnaqoStTZA8Dswgsxua5HUDWMjvehqn4kSwr6sjWMaxsQNC00aWwodh2unGJmDKwBFdwptYCKs/NyHO4MQgkT5fEQzqGljOftJGfBRhaaDYQVlaPBBP2Zizm0+GJypi9imWqkzNnE4EAFm5uXEtXG8Eg2+vunYU8eoTHzKL3a/VQ0eoma55HkP0aTT8AsWrDps/Fxin79IXoMp+i1dDFgDdCaV4XXLXJ89HtM60tjV7GGKXyMjwz9GPV4GpZAENELCVXD0jMnUEWRF1cvZCRtCXp0IAik2Ue5VDqIIZpBxBzjjPs86k7MpvV4DrIpCVPcxzVTj1AeX09MjXF43EZOXzPaRBIFRj+6SIji0THCBti+8FKGxCkUeIIMxuZSqHZQ3p9MXJYxDb3ITN+PKW1+hZwuI5bgAEsONqOqCrIoIGr05LsnbC5xj4M+5pGwfRS36kKraAloffSUtaETTQiaU6hqMgBPL1zLAc8XGM9PxZa6GxCo0a1gR/9Vf/f499c458pBEIQk4GXgy6qq+j9sO1VVH1ZVdZ6qqvPS0tL+9wYfEtkfRwkksK0tRDBo0DiNiHETGY0fY+S+k0juCN6N7QgpegJTrdSkP4wkJMiuC3Ls8Q5cNQ5KtZXkmMswnZfBgbweiBqIaRK8MbAF3QwbQ9EuotuH+HpoKTlDbkqFIb5Q8U1KAjKfrAsyElYY1SSzvLkBUZGYEitmZGjwHRkDGnoHD5Ka2k1f73QGBxqxLsuhWZ3wfpqZOhMAr+84uTqFIcVGa+uP8SUauSJ2IboUM7IvRrB3DIPNSjzrBMmZo/jjY6DAgcSEPj4vZ2KvhNCgj3Ehjd2CQppGR6nvBIljdqJyM2ZJxB6Nk+X1oRjteDJ1mGNDZDkauHPqS1w0IPP4S208/fKT/Kzmx9xU9WeqnH1saLqWfQ3fZ1vfGlRBJE8aYWDWg8QTWn5x7C5S4kWkzH6G/HCYfgrZWx7jzPTf0TD7yxw+r4ZOWyY3eQ4x78TLjCQ5+f7iW9ifO5MTU6eiEXSkr72YwmeeIaHTkrppjKVZ1zLbuZJYwsfjyX+kS/aQaY6iJCzkDBxGMyAjB0foMxcSUVQsEQVd2IJG0dCVWo03YkVIWBFVASnZzUinl7GXhwhpBPYnRXEOyQxkaNhRmY0kKBRonajyCKKwjKyRj+KnEXOyHSyXY523iRzNpcQNI+h0MXTGrdR0TsxE5uvmIGsUtqo1JIDU0RMIikLNeUVEnXkc71+CLzMdNWnCdtASTmMs0o9O1OPKLSJtrBaLoqM9Kx2zolC8+H7kOg3e3H3E/BNu2oWVaxFEPYJlLy3GfBp8RYiFRpY3htHJFiRtkJAnl7CzEevoLEpV6PQWsrJ1JglBQR6povTM1WDw09fyAOkD+3GlzyVsXsyJ8V5e1YxS1z6X7u45FCWMOKJO8oJBZp0cI9UcpdnUT25GFZuWXowq6iG8E7dnYmny0lwtq3M60KemgD4XVY2jxBpIhN5E8ZWz5OQY9Vensai7AxGFao2TpdWnMeb4sXaq9MwvxiZ6SQ74ODRrHR5nKpmeevSxGFJUjy9eiTlQRKH3dUR1C5mdMopWQNXpWGZpwxf5FbJaTGNEgzUpjb7cVJBBEFTMaRby+1WOLTBjJgOv0cioT2U4xcgy9mMNX0B4pImShj2YTyawePtI6K1kjpxkekeUaGSI/pwJ216eVIBGsBGXZf4cvp2vHPDTK46RmpzOlmVHsDmWTIxzsV2EdDKqoOOH7QYiODBOf4G4T0HViPxo/AmuG97xDxv//pJzqhwEQdAxoRieVlX1v/2xRgRByHqrPAtwfVD7s0F8MIhGGEJ1daPGZBzXTsH0GT19c36BGlepf3gze+o38GL9vfz08LeoLRphSp8DhzSbvAV+rOcZmFK6GH2uFedF5cycNwdBNjI1UMSf6/9M5QVrODbyBnEhwoLB1ayO13PTjN8R1pm4yt1M4tgIJlsO6d7DZIcGacoqwHbrQnLpZCzJiCoIRH06LBEPmZnF6HQaztRmEEsbojWjH0EVmOacBoDHc4xCs5WBmIQ/oeEWZ5xrLr8Oy7VWxte+TN/Me9GQRMTeTnKaB19iYgtFRT8VvaAy1WICoOmJgzxAnJR4iLQUC9c3PElELAQ1yvSuCffRPmcW0ZwChESM1HYdXzY9j16EVX1uQqKBA0sv4NTnJJZYJfZ49Sw8k83y0W52JyYMhktFGXv/CroOfo6Pd/fwEWM/rfZCHIY2esw6xnQadpvGaNSpHEpS+eLwn7jq0GaiZgvNVbNoEIoxad2siBQTJU740BC+jcPYL/opJeaL8SVcHBhr5cxwN5peE8V60PkKMZi9FA4akHoO4nbORBa1BDIV0rQC53deT0mgHI9hDL1WoikkkqEkI2n8zDJqSY8pJMnQrx4jd1hgLCeZ2UxE1zKvGZ1oxqvtx61pQGsUsZenIIgy6foijIFCPLnb6F14D82zt+ITwCmZSdamsJk9uPBRGPFx/q5OrMERgvY8oqqERZWpCvTw8s+/yOLBeurjhUSERmRVYmlgIVEm0lZ7NLOZIVgIbBlAESRcuVuIS2ZAYJolC8GkoTS2m25NGv3KVGSnlVldMbyOavyGEXwJA56sA4iyiUKdnar+1dgDOWiR0Sl2aou2Eu15lLzWJvz2QUKWfoLWTgRZg803hQoxymXxpayRprAruQ997Shpo/00ti8i1zOVitor2LLsI2SMj6GV+mhNUghGxulPzGdLupHZOTu5smAbScmXM31gIsJZlVPpvrCUelM6V0r72auZh3xAwm3Xgg6GDJlcSDWzs7uZ2tvBcGoW2V0NTD1dS5naxHjCwVGOInruQR1YhL11JpLqxumY8FLU8FG0QinDhjp64zL9KXGGLzKSml+DIMgYQ0n0ZMCexddyfv5Gfh75GqvydiOoCovkY1i8FehbXsNnsTDuqOT0rAlz6euLrXz2Czq80UGypUwkJKT0KnRaAVlx87Hd1ZgMfhKCTEvaGaKWK5g1psMjhhkbtyDJQ2iTUkhJQGz+m3jsBqIdFkpMo7SJeci2lWdlLDyX3koC8CegSVXV+/+i6HXgvwMObgY2ni0ZEiMjjD74W6S/WJZKDATZ6vkFr+y9E31+EoYCG2ZzAf3ufhJKDG9fPy6Ni60z+2ko9rNouJLvD92KUb+EaPPHUChGHY5gyJ/ITDpjxgwEFeb4ZuOOuzkRacQ2I5Vh3YsYlXQezHyU47ZCqoQGDhpfYywhMdMo4im1oFEFqgsq2R/3w9AQ7hQbQnoSo3475dFe5s25ifPPX4Lfl8Hu3Z+jwVlLXjwTXbeEqsp4vSeY6qwkoSR4aEwgWatyuOljHD6ymqGhV8hiYp+JWKAfuyOIL+FGQUE2FjLTmoROFJCjCQ54NbQLCgvCr+GM+TA3lBFRWhC1RpzhGJ4kMweWLkMVRUz9HUT0yTT06jCEZPacN4fty64ifkEDS5MjtAXMvB7QYMq1cvetV7NkSiaZEZnc4Wk4etZyKbO4NmsZhlQ3KQdFxkdlEqLAJZGLuVzOxTJ0ORkeleV1XSiihgPnnU+aXYfJ2I7VNMAsxUZ/IIaxIplou4dQTGLX4NM0D+xCE5YIWirQJ5kpzm4l6i4jyZiEJAkkuvYyWLgalQiv67egFQRKpXTKRuZzUfPtJCSRFH0cQzyFmBrEqU8wnlCRVBW7+yBaBaSS6YQCYZxOJxVVaWRVCKjSAKrio2xRlNDwYkpKBsmou5lx3QjOzksxdBeQsMaYN30TlUYL2+J7cOkF5ibyOM8/i8FMgcw57cTiFnwxKw5C3L7lWZKDQb5Z/WdEl4FYxiCuSB8VSjm7ZmqxBAdI9szkEmU9sVYPR/NPoR8fJCHEEYUkbMNRolkJTMTo1GUQLc5gVmcYvSQQy9jDqMFLQhHpi/eSUGJoBJGKsVmEU5qpy+mk23QA5blX4Wg7baVT6CjNIy02hKQPYA7lkWoawz14IdtjGuzRLL7nuoLi6dej0Vswh9O5uPl2hh16xuxa5neYqHAtYCSlHtl1gnRNMZc/LZLy52Rcb8oUNNxHwlSIgJawViEx3sgtv9pM56Z0Ml8ap6hfpWk9RCSB2yt+xJ35dzCWlYZNjRPX6jhalAMlUUZ6faCAGL2AGGmMGAeQ1VGmz1nCeOEUtKpIWiKNMSFAaOGfsGTVoQtlUV5+hLKKYyQH+3GnZnJ4cQFXZm5BtccImvUcFpZTqTaQPZiJ4huh2VGBLRRiNKMXURPDLg7irWwmOZLOsHE2NsWCS+Mjkr0Ig8EJKBilZiSnDx0aajLnMrvJTZZiJ6H0IwXKQA1g1Nmor3iENl0miw4NIMUhlGynWPFRFTl6VsbHczlzWArcBKwSBOH0W6/1wM+ANYIgtAFr3vp8VpC9PsZ+9zsCu3a9fSzQWUfMt5a4ez3hnImLLqjJDB5Px6eMkGur4qW57Qw5w1wjX88n+tZhMCdT7jhIQFNKTuc01LiCPv8t11BVT2ZUhLiBrJCTR2sfIlVuYSkv8EjBED8vz6dKq+Oy5BCzjs6nOpjAp/oY0IeYpSmiIMXO7sGJyZNYlU80zUcsoGOm3EF4ZJiZMyeM4OFQGQ2RNoqMEDjYS1fXb5HlIDNSJsqHEhqea12PKntRzdexdMlenIkLQKuiGenEYPUi6xKMqm4GzA5m2yaepo4/cZDHRYUpYQ/6hXEc3SNExXJQQ4STQAVOzZuPziwy6+QpLGKcqNKBt3sBud0qZp3EDr2ZHGcfYwkdj9behIrAvqRhXPEEjRGZiqBKzNpLg/sEly8z83hlG63WGLerb/Aj9x8BGNPlkNO5GvfoFL77rAyqylBeId4kAzpsGDI2sko1oUFgRGsk2uLBGx9k5/AGvDEfsxtPkhZpIaG3Up7oIdy/EEVIkHb6YZTuU3SXTMNtyWPQ0cTrlm1EhDiZeshzz8Uac9A6exPTk0NkvrW7XK/opjUmIwoCaSNDyALYpi4nFotRWFiI016FfWENFruGmemLmdHzLWbLuVSMFyDrQhy31SEqNlJ/H8W/U4PR4kNd8CDaijbijJPfVIMupQT1pkzSkkfRCDJ6QSDPNUhFVxe2uUE8NhsfrTlIgy7GSGQQmzaZI+f9BK9hiKxoCTO6VuAzD9EX7MDTmoqsukmxlkBEYkQzYSA9ZC5BSTOwoD2CzjxKinseQcvEzoeCex5SPAyAomoYqdiAxvcSpU9tpGRIZdyRSs28WRhDuQw4IxgNQYyRTIwJIxcl/xRtIs7+oIzFn45XMlJT+Qks8WRq83cTXQuiKjNlcJwVHTcgGGSqK9IRBJFDq6dxfKZIY76T4dRcuoouQ6PJIaEM4RLySc0JMJ7sJKHTUzv3FjLS4HhYy1z3Ti6ecwGvchGVQ20YY1EiyXk0xKYRV/PQ+t1EkrWYBCP557n53MOPM6/4agxeHQ7M9C35Hpst++k/eTmZEStSxMHLG7+I/idOShpGiJpMdKRfReuxldwlPsD9wrdxa1JZJuwj2bOE4aCXxpK5nCnXUdyUQFV1OJIDdCeGsEomhvQTzhxunZtkMcbSCg0CeqLhGJ2BPuwaK1UnMpk9PooBHUPRZBRl4iEzrUChKZrGnY2bkIITS3ApCwc5kfNjRtfd+48eGifGm7PS64dAVdWDqqoKqqrOUFV11luvzaqqulVVXa2qatlb7+NnSwZDeRn6ggIC27e/fay++UVCajNBGjm0azMAJ998HSmsZdTZiw4dCPCN5C+TelRLmjED2deL4dIGHMEziLFcADROI95NnQzfe4KyUYWIEGeWp5gBdRSDvolrin7OHyvKmR+CPxwLkTuQjzM2j8zB/QzpJkwvc9cuYaXTRjU6/CYTifIu1Fwnel8coxrnaN0mzGYz6enpBGNzCCsCmcndtKV8g67u3wEQ2ukEFcSEg5ucJUhHy3i19RIMhgziPX70ORa0LhCEGD5LjHpziLgoMMdmRlVUnu4ME/x/7P13kGTXde4L/o7Jk95WZlVleW+62ls0TAMNb0mAAD0JkaIVJVK8MleelCiJVhSpC8pQ9B7ee9doAN1Ae9/lvUvvzck8bv5IhO7ozTy9FxOENBOaFZERFZnddXbl2Wettdf61vdZJr+XO8JYVw+VyT1UrUny3lYKrj4yoRDJlhZWDS/5jQ5aLl0Gs4hobmAuU2dIXuX3Nv8rimjyyqk7aHM2+hi5moHzxSVWnCL5SoE7w32My5P80UufZdvhn0NNAyBSySJaBhNek316gA+Nv0SwBN+7E5RKHmgQwhmuJFdVRljGYI9DpkaMg7GXMbEIuzoQLZOm1OHG3kv3kJ+7lED6FK3zFyltuY0zY9cAAhdaX0IyBZJ1aFEsNLnEye0PkupYJzn8KzbYfLhMO2fkBSy5xoy6QP+Uhi6D/2c/A6Crqwu3exBJMRl833k6hoLkdZMWm4BlKzK5+R+5MnsFJ315LrTkGXlYYua1DeQKEQYGjnF1z9PUK6+jC3WyKzciJ5toDsXxShojF8fR3SITdyvM3t1ExuHhfY9WSKrrAFwRr/D3770KrdOJpMn8anSBu4tPkooNgVWjpWkMJIE6DzLraeZE06V0r9cIlUT0ugdH4lq2OGwIgoGRa0MxG0I7E5kp9MoqHtcctr6rqd/8l7xy3fW4KgIOUUOTJDrbJ3CKZbLVXrrsp5nc/D2mwyeYqpnM1Cw0bZ3HNnyTUlOcc2YXvdYczppM1Z5jx8T7WHVnqYgFPJEt3NP5Odb6P0Ux/Eks0Q5KIyHRSwO4d9Z56bIreejWAcKtBxAlA8/FaymVn0C9eBFLsLibh9gxcZ6x4tPU9W4sM49ccYIo4e0q0+3rJPe9GXInVkmLJVQTdGeaTn+Rad0gSgc6Fk6hA6FSxFFoSNL61DIJXxDDZiOhNOHUK+wyj+JKbuK8e4j+1SWe2fV+it4hTGyUB1qpmBUUBCpth9DQMEULRXIyX38HPq8f1VFAtTT8lTZaK2fpEMIAOO1/T1XSQVCYDpT5i9gvWBDamClehV22U6qM8VpsludOTbwN3vH/CxrS/5UmCALe66+nfOQoejaLXqyzmjTAUsFSqcZ6SV08wLEnHmRme55f+k4jIfIV95/RlBigVzDRZS+CME9Vm8Qae40m0SIvmDzzq/Mk31jFuSnM8N4eXJ4k15qzRHWB3x75a17ruoTNE8f5rt2DK1Uj97SIp7hMwO8kJhbwuN1Ed/VydciHJkm8vmkL7s4UGddmJNNCK0tYhXmg4Yxia3Gw4OrB30P1LQAGlilyoXoWBOi2Fbjq4he4w3oZbepF0ukKWryCfSCM2z/MUtwi5Ta44G5siejiKi89eJSnRbiynGbPO66kbXWNmjCKZRZ4Y8cellu7ObZ7FxZ1ukw3rdddxO6KIGAjr+SZXOylvbaKOHsNryx1UK12cTalMFrYxDdKezjta8Bog8WLvLz8GxztGCIZ95KUNtJcbjj+i6UP01GNsexN4mOYq3PrJPt1DnWKWI6G8pwhyXTUI4yZXloRSVPn1ZXnqRlrhDZvocndjdyxCymdx1OdJs1uLMtB58rrzF79AY607cBT7GU9eII5/wpb5zaTrIs4sUHTOCU1i2Neou3sZ6jak/QlNGpCnQXfacQTvyJUAATIy/bGvnrkU6w8/E8AiKIDocvAIwmoWCzu+grN+X6cph1NeoXWkIeTm3pJS5sYP7eV8jMSYsgi+wclLg79iN3qduJqM+G2C4gC1BwO1veEwAZdQ+N8992dHBnbRFHJk6+neN9MlkgxxVf2uPh5pMYtFx+lWchTVxvN6F4lgtFRZ6pX4dxGD7aAjf1n8giCjqXbkfUS2xzgduS4qKh8erRI6cw9dL32bQrxIOUNbuyb38M5dxYLi2jWTcW/gNuTJnOmi5IloesiZ6vXULfmeGHkWTZc+EeaHT/mDWGSpG8db7ab8xWRnoSOYNmoDJ6g4EgTmN3JMcccO4ubeZfaTaDSjr06jltLIindAJimj4vW5eiWAwc9WPuXMQsu3Eu30798DVPzF7BZOlEly5b0m7Sd6UGzlmnLC2xIPIe7JDKrbCd8/jPUSgUuDDYCumXKGIZMiycPAoyLOaZsBgNVhWBe4uCeIKroxm9UONY9ApaFv1LgS6k/I5BtIWPaqAh11to97El1MDmwGUlXObb0cwC87TmGR1+jVFvGpzcmpSvrsPHqO9C9ATAtLKpYthpRKwBGnNW4iG6uU/fY+MD6q0zRgbPyVdLVGK32AcYn7wDLYFqOvi3+8b91cADwXn89GAallw+Qe/Qiat0DCIiinZJs8PxP/5QXN67zemsOm7+Bu+9zjbJ0+Al6ApfwYSPLv/b0AAZZfwvNboE/2uLi07tc7L/azV2OC/xEOseV4hlGxHVWW/6anHcnofh9XP/KoyRjDe5/xbJR5BfIoT7WxQy9vb0IgsC2WgVHTeX41s20dF7PeEkBYCkfoa+6Qr1So7u7G1MziZpRLhn5JAH9CgAE0eRw9DnCusEKdbQbv4JuD3CzcIhDry2CBfYeHx2f+1ueryoI9joTfjuBuonzgWn+/kQCrwUfPvcY3htvoniiRsWapqZImA4Ry62QDwRwFQfYseunqLqDth/W8KgWpjZPILOXXEmjuLoVx/wN9Itxvuhd5m/XfpOsnOd7I43m7YbKK3xbtPMB43HsQ/twtHkYqK4xTwsTyQtEq26mPXYsq46vdx/evjKWIDAzYmAzJWo2gU/XtmBhkUXjhPUdcrqOKLq55ON3ERC96L2XI5jQlX2aqrMFm1bk/NhHWTYuhWoIuzfN4c6H6FHb2BS7jFW5hoGB5KyxL7ODP1/5BAXHMrmRL7DxtV9wxXgeSzA5dNUecn4/b1zWT7y1BUe1ypzRTM/Ka2BZBBYHcb45RtGAlGsew5XkgJRGvbGFluopznRvZXrDLsKJONc//jKDT0gUf24nVujE3v0GK5f8Nf5aP/5ADIdaZa6/j9mRbgZmS6CL3LbtLH//oY8Ra3cxXThBm9DGP57W2ZTVuGdbmKOt2zg69DvoSPhszXjqdu5xCXxB+DpPKu/gj42/prtax7IkOlZepSfxGP7gKrKoI5kGX7/nq1TUNf7psveiKzci24ro3gzrYpYuAhjbz1LXnOzY2s2ZZpV6z4uItjLnjevoC5V5b0ij9Mk5AjuPMLqzgapRhREMBFonW5Gjp7GVTZ7b8E9UbFWE9AAO7AwiUQmeYtfk9zAiGoLNjii4qEoqpZrEJq0DSa6Do8JRczuR1Bm2xG7D0hx4snMkLR+RxDg5mwqim1xghYFZha1mACSdc+4LzO/5PaYTvWBBSahQTnWAfwHREpgiTVB7A0t0c2jHGK/0f5pAMYhiaMT9TdgMnb/91V/Q1rKEP7WLhYqBIMTIhfO0ON6k7NmGPz+BVWxoLQyELsdmq0BqjvZ6Aw0Ysau8diqD7g0hl0skjRMEilXaVQ/1hfOo9X6wVEphnS4hwVPyb6LqJTSziubq5ANWmLwrTG1Hz9viG//bBwfHxjFsbW1kH3yS1QsPUxNUZNnP0J6rMIxlqgtDFMNFbq+0855oBiliJ35kmp3B7Txi1UhLMoc0iWen4QxH+GmPh+MtNn576Zd8avleLEzu6fkQ79z2HXZfej8FRyfhzL8g1Z4kMtDPdPq7LG//O3pr53jjJieWIqOKOnVDo1wuU33tIFunLnJ+aAPJxKUUfI0a5Fo5zDZ9mpmjx+jq6gJgTBxDFESyyiS1fCObCNirXG+LUBcE5oauQR57JzdIJ4lfWAcBlE4vU6njXLApDAp15puCbMyZTEp+Lgoi76ykGblkCMnlRE1G2Rnajad7iI3zy/Sn13GXVfqH38DmSXDPuY+wHuxj2/wcYJLy+FiedWMEV/FoW9l7+V6uVDdQsdX4w+5vs+gJESzmiM5N8KFf2VjKxJiSChRCOTYZc0xJXdSrFUYDGkvOViqpw9g699LvsyNaFkvtdbx1CVcgy5b4tWhyhe8KZ7CWg5hmis2XXUPE1oJP9lOVFdZ7HShpEwQBzeZBpobpXSTTfJJ/jbxByl3hk7G7kORuArUTTDtnuK60k3dVLmfKsci32n+COalhGSLZaJQrq9uRBRsHrt6P+M5rSbU007oew777Exzc82e4MhsIT/wuJbHMm6qGo6Uxq9IZ3E2i8iKyzSShRJAtkd6agb9qMj3m4sTQncyeu4rj58fQbDlc/a9gn3TQOzdPormZYrUJczVKbBmOyrdScbbQqfeyWF5GNaq01nz8z4d/xcCaxleGPsGDxRx1SrR5xwBYjSzSUkxwMbOVdmGZ9kv/CUXP0qa/TGDkLIJg0XExgSkIPHfFVTz7kQ9yd3gvG7ODAKxftkhZqBIZepGVdBtNbpm6NsYmh8T2nU8R3vAkxXIv22lls5JFjUhIukkiqCIbAjlfFMk06c5WCY0+i1W10ezN8Ozod4iZVXRMQt4siucVSmI/to7jVBxVHHIYw1gnlq0zZvXgbVlHEkwmA0MM9x7AoU4iIHC0zc1jUi9idieWmefoln2sbfkUrmu+wLC8EbekM+MaZ7F0G5WCB9FwYHfOUYuPIvrXaZIk7JLKzSfuQ9JLTHZ8kC/97B842d+EiEVbLsWOyTfpcTVKTc70ZpI1G5FYDFstwLjcjV13knXPUhYtFB0eW3yc5cUojrV5FBTicppp5Txl9wKWzYZcSOJcK3HTyWUEScHyuTGMxrN+o+M4rwq7uba0k6P1RrVgcfMaDiRuLNv5fev/LxP6a7dEIsF9992HuO0S1DPHmMxPYJpJQh0tVLbVARONNj632Mp7N9+NIEBWPkMQB25HB7+0GoMssVoLx2QnhvMWvjugcHvsKDvnTzKrBrhq6QI/+Od/5BP3/4KhqTi7nz1G36lGg3mtXMWz6QKV8Hnstx1hUO+nqDRq7ZPjk3zv599j/ZmH2T5+jpSrGf11mevDVyC3tiLUPASEMm9OPYfNZaMsl4nUIlQqCwjCGrnZK9FVL1slH+++9fvAW3rFG+/EicpwMY8RcmBJBt8/+y8EDJPugSjJQJDRvM4sJtsRueLiAfzvehe5xUP47B30ebdwh34bI5YPGRFVuhxf+zHMpIup7ACv9UdwahqWKKMZU5QSWxF7j+HJOTjzZhlFE/lO34tkbFkcRplAOo4/1vibd71iY7f2KCuKjVYhS8ZsiBtF1BwIApPJCQRRomB8hPeld3NJ9f3cbO1m1GMiaz6mBh5lo/YoFQwEwcNwaxfpyXU8tgD1aorkfhsLnbdgGioZXxGHL0vavcgbRiu5Lpmm2iV0FAZBsFHV1nnNex6P7iWrxPnr9u8xLhZwHRJJRAR6lH5Wqwq3aTuRBImVN9PookRrPEbT2hobwxZtZz5L3RXnjYKJ0zZJqvkUuuolPXke8ehPeVXfg4ROi2+a9JjK9EdaODN6IyhwPPgm9uMihcVWdHec0Ox1dMaXQRCoVP2UtBbuk5p5WLiLXdYb7F75PgExy3ThOLIoUayt8P4D64ysJ2kZz2GZaaKePsq+Rf7HU19m64Vxko4IiUPvw90yxdCWL1K6JoU2ZiKlBFrHG1KvF/bt4d0TI3iR+PNSEzVLYSr+Kj09p1mryei6g9bgKG8eOUJv12ks1cZCzomFztNnr+HJ5D6+Lv0x0a/KzK3ItGVsLDbbaUsb+HufJuxeREemw1KIO1Oc3PinTCgLdJlBml9fJBsYZD1Spse8iKGMATrVYgRHtYK9M0XKCrNzfpJixyR27RgAO5bvxBxvoSQsYjkjxEYv4RO5YUqKRfXg1whkz1Eshqm+5MCwlSjZirypbqe8piII0OTPgKDir9pY9a7Tm3fwD+//GIcGuzAR6UvE+dixx6gNgqQGOGfkMalTdbbTkXbilxtDtfGRMeZaBfriFtv8H0Y7ZWFkFwBYF3Os2MvIag0ssJWqaIYNNu3GsiwyV9SoiXUQnWymjKv2cYKIlAtzyF4DVzXPBccq01MvMPP4E2+Lf/xvHRySU6tUL6SoFTrA1MnmPQCcaX+TLy38mLrNTkWMkVsV2LjnTro7/ieV4GFkUeHeWoyS5MAROAyWjSuFy3mt8w76SyafnPwxB9ouo2m6C2X6Mp7Y8j7szpt47ykbl1Y7+fgxD7JhI3T5GTDBM38lef8xouWLxKUCotWoxefWs+hnLzK0PM5np2psrrfQXvZj7+8nUG3culppiQvpC6TsKaysxUqsgbyqxoYoZTvpcGr0BftxyS7GM+PQczmGq5VuPMxaq3z453t4nSp3OH284toJgkhbtsImu8yRa5p59bJhlJ07OP7kzwk6vBiWwdP6r4hLBS6vD3I3Ptrn3kctOwzA0a5xTveLDK2nsMw8Vr2LrcIEpZYSvtUAx30qL7Zegin6UGUPoVqOlnWRtaiIXQdhvBdFbQSL8JkVnJqOcqiBGpsLulmRlrEZV/Ph5EfpVzdQYB5Rd6PbSsjeV7AvD2OaGZL+DRROZeDpBURBoqwvITR3kQsM0bPwDA+jknVXsZl2rPaDFMPvJ9l7C2u1FAIW+UqWp4Kvcbb3V8xHHyfqixBOqijLIuUNTZxLvky+2ULX7Nyo7yYcbMLCIpjOoB8+jvRMH5akMdnxJKZpR/QnwDePkZP5ZPFpjrOTOnbebT3JJ0pPcHfhMd6hnqI1sMQbrc+ydUHH1CzKtoaj0YZklL1+HPYiIHLacnKm5SOYlsQV+RfJv0/i2s2fZr08g25qRKK3su3Cl/nw06fxJh04JCcRKURdOIFjVeLVLbsouj0s5q9Bf3kD+piKvWZQa80hnxeZHPo0kiAxEs/htGRebStyzIJ5ow+/a5FI8zyryxvp1ZspzsUZG3Xh9mcYXMvRW5kn455hMLWL61MJ+mcKPHnjXpJ+jWjKSSwg0Zmos8f7GIbDRBAM3LkACAKBdYG0XsSNg225DgrRIVKZMBtsp8HWD4holpO54En67JMsFEcon+xDHROp3DAKWCjFe6gSASxa+wt8dK6OLug8ecUjjPuX2fzKHIJlkmySsUSDuP80Z+pdPCTcAIaM03uOqqhx8YqrkHvylOw23ty0jWtOHcNe89OXjhFdX0IdEXFlR3g6dBCfNk7Z0855Xwlz/hQ18RS3mAOsNQlsWLD4zaxK83yBjJjEtIHTcNBpNKHb7UTNAD7ZjWnGsTk2khaLTJ49jm7GqbvgdeF2nvG1caetgFZfxdWqksmGMUYEamaFFqHrbfGP/62DQ24tQbn1GAvNduoRG3XThoCd5315RtddSIKEZSSx5baxdvwHnHrAjR5roYTFfQ4ZyTPOreFlAB4U3oFhmvzdmRl+2HoLlZY7yF+yEVU22LgiEqplaHM/hc1UWOz9CPvrwwyEUqQWg4hnr0RIbKRvaIZ1OYnDpoAINvcxnGWNrshm7l7QyDlFzKKG0jeMbT1GzAzQU13j+NJR0o40mqpxcvxZaqUQCVTWVBeKM0G9mmMkNMLF1HnILlDufg8SDp60P8kqOn/Z8U7OFH6HR3JXAdCZiRE1QTINvrf/Ru44PcvyqRotjhaWjXXijiChVJ6/2NnP65ES3tguRld/E8k1Qco7z1rfID2JDCCgyjbSsTjXuT1YFhyp27HbAtj1BmqpuzJFuADpbRLrt4t4lT5ay1l0S2TfP/yQZl8Qa/Iisq4xPjTGSx0TBOR/5JTnu7x/8E9Yb/0+7tRmJsNp1o7aKIlVEL1MNbXjMJtx1f2ARSp6lrVz76FiafSsHOR3j95P3ioQyRVJRPtBVChIUdbtKkFJQNBL2CsWtaZzpFtPMq7OcPUZE12G8iUSMx1eUvnHGVdNmsQg7+jdz50fuJNMc4Soez9i3cbqtn8gv7CXSu/TlLe+jiia7Mgs8j0+SoowJhIHKx/gResX/K30B5xkkFtKh7DlILjmIDfayjkxirHspBQ5TsDzAaKOBi3GY51j1F076ckscN/p22me/E2srJeL26oslC7S7u5menAbAfVeTMNDm7MfAZGy+zQHPrCLXeMNKGssIKJvzSMlA1QvNcEGr3hFmlMXEVUv5BqyuIutCwDM1vvxurIsLm7BNEV2Gv3sZwOd5s8QDYvSWis3iG9yvvkNFMOBe72VkfgS5UAXW7N7qPn2Y4kCgWSdf67dhSCA3VHCKjeBZaEaQRZtOUzLxOq6DD0sszM3hdO2jiAoSKIPVSiQCD5KES/5mR6g3Pi/S8uYQh57ZRDdXMITcnFHfZKr4xov+ivsfPIkP7l2Py5Vx5cDQ27Q4UR1ld8oTLIkiOg5BZfSeKbt0f3syx1kqbMBfHjnS0+hSkEUo4pueMGjIebbOea9wLxjBVNP0RZ/hXLAj12eYU18CUuASN6i8pP76Fo2mBrwsWqmCVt+Rox2EKDfbGVHV5QWZxc2QeGYPEMl4QM0DG+IlL6VmDpOnzmLaenorgCCIOATGpDWDZ+8+W3xj/+tg0PMkyCjrvD1vh8ysclJnQyS4uHnU5/htxbfz7XtpwGBrNPG8w/9EGP2LB2ZW3iACmXLTmvoORwrHQiCRb7m5kvnimQMg1ysl60HXmHbixnaq2Xam75HZ9fvY7Y8xM7A/wLB4OroGjldZKaeo2QU6DzzMarZNiqWAY4a/qCXTbElpNbNdDbfwmSrzFdGG81ouXUQS1U5X+9nizbD4+cfIeN4S5c4W6C0vpl57xL+1gbH0vz4awzqMJE8y7M/uJxvrzbKWm5jiT/Y8B1k/Sns5ila2jM0FbNYlRjNmsT7DzzPPVEf88USltpM0N7CScccCCKe4jCapvPdsSKpwZ/hNDxsDB3FXQ9R9W9EdJkopp0aSfJLzZiFBO0OjY6YzlcOPE9zZQQsk5HFowBsuOkD2ParpIZsjKjLzIjt2Dt7GPzg3XhrdbrXV5nobaU342FOnqDLvIAgmHhbQ8ial4uOHOrc5VhmjvGmDezBjmLZKYoVdKqUWlpQymGOeyv8y+Zb2BMbZ8exs6QLS8R81yKaZTTBTtzqwNs6TtDewkCyiZiSRHbW2Sq8hysuwPlhAXdTBrmUpylxhHRdJ6GZGIeTvPjkn9Kx8aPInjYS4X8iGe+h1HEQtSfJplQD4/5i6QZKVhiv6UCwoKfqpq/iwFHL82jgatpIc1cpihQM0R2dZ+b4CIETdWqBZSTNR3dxGE0QONVzA0F1hSsKZ3hnLUogvofVzgd4LnyeJ3qeRkCgzbudjBSlLhq0u4cxPTq6nmXD9xb56NNHwLJIR0uE5Bh6KEd6vZdSKciMy4tlvIyt7kYVNFYdBj/wNuZlSqqLVKqLRHyAQD6Iz3QiCiqViIq0uokpzxY8gspc+Bw1+xqzRi+mIDAfVumodJCI7kQ2TIbjFc7lGxokPt86VS2CzzKZ7BDIGXbmdRV78xg0zTGmLbKqyICJLDdjmUnKUx3cX/g4SklA8CrMX7iCkukjujhJzpbDJtpZ3tBB3XwnhmBxz+ZW3KdtbCqpvL6zD7m+GyyoSlUiK3Y+qlT4zuSf4j+qIrZoSJKGXCuxPLiL+V4VT9WgdyVGMNm4j+s7NwGQqQuIpsSSP4FWuo+6M4wWaiEZauF4XaS93E6sNUR7zELRRZYGLyMmFvGbTo7JM7gtkQGjlcj+u+j2bqZu1rDqBzH0RhWjHnSTFssErRjDtgxaIEJaG2BgoIv41EXCXT14w/9evfLXZf+tg4MQkXggnKAuVClVusCqsts9hGD14fe3obVKdLhUdH0aYWEju5pDZGtJ7rU0tosat4p5lsNjGB6F1nieK5MyWjrK3lgrWnmEnoWn2XHoS7Q/dZrQAy78jzo5pI/j2fhTnN4VkhN38LTTRcgzg9MKMnmsQXTX0XmIvq41mhd7ce78BCmxyMvN65z1NuQARU+j2VyhgygZUkIGf8iPaLMoFZuprG9mIGTyZuYIliWweOJHbJl8npog8IctYTZUezGFIjcVasyvPYDHVuCm4ThlV4CeSoqc0RiCumbn5bx7pI8fGCfwu0KsihkyskYkp1F1DiFpGZaVDqYDCQzBZF91kC36u3F4KlQvMYlmC1hGAjU9xqT7EJd6voxNylHJbqDo6qElX6B5LUVVgdErP4tg2Im16mwy55g3mjl54Bd0jI7RkSnQtb5KoiVC36kl3nCOscmYZ7+sE8htQxdMnBcfpiTlEWQP53zdXI+HCcc8v4w8hWQ5qa28m4xosuzMs97bzM+Hr2NgYZKZ/lFMwcZA6X4AUj4JYfRBmrsV/AU7mYVLiBoCmw4kcdUsntwsIrvLDGuttK4XcagLjNd0HNi5MvtxgmIr1bM/o3QQiou7WXCG+eC5I0iBCmZFYVv1PGWhRl3QCOpuOpUOltQZirIHV13kJAPcIJ5nsb+Jby9+lPedOYB0vpEUZHqfpKd6NZPRLsoOH1+Y+Q5X5WR+EzvH5CQHPa8AEO/zcEEap8/Th+G4CpMCLc4uVpJ1Zk7+Hottn2B28P00FQ0y3XHklA9LELk4dTmnTt5CsB7hmUuLNCdWsQQLpRn+dkMUBNhkTTA9tReXlIOsStUoYdkb/64r81EuvfZmHpe7qckGhusMObtK3WnnzdYcF/3jrDT5aU+ncFt2elYbGTqOBC4tyKBkkLMXOGCFOV9eQ3E3UXJZDFtLnPH2Y/Mm8Y822Axq2Q7C629RxdttZGY6qZRXsSobscw8PfvjDLsqlIxriDvGSbpkDm3aw21PnaHsfS+2ukHnwhQZ+zTb1pJkX/4F4QmRC7oTJAg158jIZXaXdzDlj9Af0zm85ze57PiLOKp1Yk1h0BwsxUYZWuukdzFDXbJRDw8j6HW0UoKapHNJ4hLktuuZ6ItwbNdOTMnHYkuWi9IKObHCJdoGZCQe+8HXiDq6WavMYC4GqAl1BNHDro4t3O7cx8PlYYRqhXokim652bVjL6sTF+nZsv1t84//rYPDHTvfz+/HZX64VKGmBgkqrdSCAzyiHOGwskzM5UYT6mBVqcsDnJEf41eJk5QFkc+YPsKJj3JgaBSXTUKtSFhYTDpXGBq/h765L9ByOci3X4Pr5hsJbN2JV7Nz1SsSHX2HqFY7MC7ewKWzH2E60OAnEkw7MgbN4QX84hGinZ9G08tkr7VjzV4kbbOoCBbmW4ItzfZ2VmQJVdS4e+xu3D6dQr6ZSnKYE06LDyezWIUgulflENcC4DBNLi314ApV2OK4wLC3AS807RY5IUi/nqBYaQxUbYr2Y5omE4++QNju5bg0g9cqIVb34KjMk251UhXcPOTZxWnXBJfn9yLbRgg581T2GrSnGycU04igOl5B1+fZ67qfnNFLLNJJd02nKQarURuS4qa+2EdSshEQymhxG9M//BvSiR/Rmi/jK+bIiiE6/+aTrLqjiILFVV4ZZ3Irc+4s0toollXAuydPr+kjbDZx2PcqL/kPsaCrWNUAx50V1rUQW4UMj47s59VNuziwYz89K0foLTdoj9MeHY9cx7H3NdqVNrRMD4lsH1dMHCLnkjjbDQs1EUeHQse6hSkuktEt1jWTFq2Jc7ZzxCtZ/PMxMpEp/sf0E9hEnWzQSSB8FYt0IVgWNcHAVxPwKU2sigsIgsUh21F+GbqWdtI4ihY3zh9jLL3I3EiD4yrfdggBkem2YcLFHKMJL5uS+zgtavyrGWdJs/CZJvsHb+R7nU+giHY6lCqt9iYkQWZZt1H2tFNztiEg0Vkusyx3IBZ2kIj3gAAgEFG6ONItMEgDXbVQSPCx7jYuiS5RW2wMeXaGj2HUjiJbUwi1TtyJrUipJlLlIZ52tePSXGAWsUSdrrQLR3menGwn7fHTXE5TDEzRFxCpmeBXcthNO5vcMggw2HIau34SgNZyC7JgMhtow9F3hOjuwwjY0EyRvtVGEoMAupxmYC5E1ZogFIKWrX62xbsAic3G/8Knlnj42ptwqVX2HfkZefsrXHrkFL/z03GiZ0tc6Jb57MffzeN3fgPDFOloXSXrrDKXCVAW3XQnswjyMGc3/w4dZYF0zU6m5KOaktl53qQum8jhazEUFdPI4cjleL7tJc4Fz2KocGb31Sz29iLJNcbqT3JKnqfF9NJrtmApGu/82B+jSA5WK/OogohhJlFdFj2xZmbLaYbKMziSK1iygizXkSslDF2ne/P/Zk7+ddt/6+CQWn4VmydK0IqhixaBjj28Yh9HAlJiEbc/TNxygyBRklIkl1y81tlJhxJjBBtnOxzUbSKXlmYpCbCIQTT2NTriEwz85V+w88//ji1/9U3Gvvwthv72m3ilCPWrTUS7QHlGJxg9QF9mC5OFqwGoOl1YxRKzC5txvvFFLNnGS+nvMh6aorMosCl5gmWnirpcRIqE6ajBvZ4GncMwA7jds6iql5pU5Z/Wf8FwaZ5qLoASXKFJAMGyiGheTKsdy5tnvseBZQmcSW5k9q3BnAFrGbWaRBUttMUUL730EvVUENMTICkVCaoOdDlAjgfZkf82AGu5dQ76x2nXfRSyaVqUDFqLiMvZ+m+cOFKpyKrwVRKlEQp2nbLbg1edpC0J2UgIs1IhlerDU2mQrJXUKmPHYf5bDyKbFh41C8CUX2DMPsiiy09I8OOsRFGThyhKaVD8dG+Y5oO2IgWpxLqZpLtuca5WwytCk3OdkKBi2iU2CPCNGz9ExeniL378CFsO5nHUTGL+Ki3PXwG2GgO7zgMmpckogWyF1UgHIhITNYn50lHsOsT8a4iInKsbvF4rMJccId0+iKOWx55ZIywU+Ofg9YiCRmfPrZyWtqBQR7FkhvRWTEyWvSKaPcnopEhIkjhj9fFp9Uk+eO45ZjstvrGzjF6ysKQ6z44cJ+52sXF1jrh5C4KY4s+aNUqmxUXRYIOpMRJsZdq1RJYMQ4HtdLiHqZs1Rj9hsbDvNb53o5OtPoOR0IukhAjp9goL840M1O32INUDaIJAx2234LLsLOaTrM/m2COfplQK0xKdwh9Ng1XjXDCFZDhZNUaYcC7wwHOPES3s4aaVmyg7WhANmWqpB9Nax7DvBEFgz5mz1JwJKs469bSI5W3U/tuMEBICR9ssmmdnyBs6A6WG4NNO22FaB59BzfQhy17qZBhMX0Q2DWRLIJhKk5HWkSUbmz4SIdT8TfyFrUy6ErjEVbYnLrDQ3M4bez6Bu7zGtnPnODEsMB+Fv7trKy++74t8rmOEOx59hOKCG8U2TUbNcjhkQ7AsNhXv57GtSbzVJ2kPDKAbNlKz7dSLDyEITnKte1DdORRblUFvM+5KGVPQsGQdyTLJBRVKbglDVzhb2YCByWat0UiOsYqn7AMBCnIRw4wBBtM9VQJFN8dMiZ7yIlK5gFBTARvzZ04i2xSaOrqw3gKw/Lrt/zQ4CILwbkEQHhUE4RFBEN73tlz9v9jy8yJ6Mceh9DCOjj7O2lfpjmW5I3Wo8Xmqjw27l8GSMLU5/IVL2GA7yeVmEROL400DNOd0hLduzkkxx+gZg9lBD/1X3PbvriU3RxBa61SvsXAeFSmfS+C2v8B6zzmCmTEKVDFkoFJibvJ9tJsO7refZ2mPm+cmH8Fde4M7HpvCHl/FKFrY+wcoT0/wy4CLfSWThVdfpbWpMaSnu9doMgq82f4OxGYXklIlXW30H3qrjTrvgdw48WY7J5d2MJcfYNKIIqPTLU5jYRGXa6Sm1pk4+AY2KcQFewyHJVDJX0F0/TC2FpmdYgP1EZeiHOi+HAOLDXkZtyuOVY7g7tiLVxPRjTVY6eEJ38tMFaZYCzRKAx1LZxABQx8mefAIJcNFezmNatlo+szvU3FA+JxOwuXDnWmcZi7kU2y+ZC8XO8N441sBSCcELKvE/PZeJNFi0FPmRf9hJtPXsTW2H0t3M+gUuVlwM2hvlDIGhRqlzjDN1aPUbMvc8GqdaLqA7teQZ9MYk7cSCMYZ7jpL87k8JlBvey8j1R6mqh4cq43G8Hy0QV1QD1Z4xpSwel7EfNdL6IJI/0TjWnl7oxyYz7dQMyXqgo2rtRDNtghLxFFlhZi5REbbQnF9kB8Gb0I8oSMbJt++WaYqSbyWFkGAJzr8+OoGY4kYaaFKWP4i2YCDsehPSUoSV4R0orbGflxtfg2X5KPHM0bSWmdt5gVe9F9Gn1Ej1DxOj3IegMNWGE13Ypfs9Pf3oVcbk96WvYOI6aUkFXnkZ/9KPhHF5cwjqTXsPg3ZobO8eIa6ofJa/VYOizN4vUmmO15nznexgT6yiqTdayBYqO4WJNNg66mTuIpdKJqXuflrsb213nwpSocrhKv8Gk5DJi3lCenNrIg99IbmsCyR1cO/RdXbBlaJbMWBqFURM5PUTT9YVQZvmmJw5HcpPv0GAi7mQlPMWa3cmXwWUxB5fWwn5wYvoTO5CsIYp/qvZGy6xMYnfsLcw78ktx6nsORBcai43FleadIZzdXRppPccOBnRENbCQYygEkpE8BpE7F7P0hXdRO6UiLaNE1x7RyWYWDXRHzVEG7ThjdT49riQVqCCxT1AJs8/bQafgCOOOYonUuAAIlRk8YRTkQcDCAgcMJpJ6KlEAAlvYauC1ycmKBjw0Ye+epf8uS3v/b/sQ/8j+w/Ojn8EfAu4E7gD9+Wq/8Xmz60iX9MfZJ59/WsuWp06T52HHqJN9aLeCw7qUIIZbiCvdkDmCR9PjYULzLSNsuxYJl5n5edMzWqWqMmvFxZwV2DLV/4f71ZgiBQ+kBDdGT9VJBdh2WKuTIPbd7Ao5ueZ1FoZMbHXJeyQ4yQQOdXQgvXjDTxjuMpColhytYE6foSEhK2nhGqs9NgwV9k1il6n8XjySBYAn5phYueTuy9z5HUGhOaPY4cliDQr3Y1pEN7J9F0Bw/P3USq5GOWQfrlDEV7A51SEssINRNJexMx6GycpAoDOKsJBhcewh5y0OusELBitBQG6VnMc8pmcJXupy4W0ZbbqbT0E02lG5w4hSFWpaN4fE0YHa0IpkX3ohtdBNV1A5O/ehXRXWG0tsik1MlYR5W1FhmXCq92bMJXzmM3VSbKVQ4bryBHigTXNpPX10lYCwhykHVHIxNTA3NM2o8TyuZwx64g7lkg4Zxhh9bBMFWclsKpYcAmIhYe5+n3KBRcIUbnT7HmaiJXmuFiooXUWh+RjnP0LcyRaG5lKNTH9vIGZq0IQkVkPQx3jKTJOvPcUzM56DS43+jkXGEDtZ4+onNpJq12uoMr6ER4/PEDAFyyuQ9B8mMXncyby0iCgZ5w8WLkahbkKoOJRUqrTlwbNVJB2GvWeUx0kNCaOSHsYCyxSMhwsCSlcIir3KA/wBv+EjdJnbT7BWQ9RYfZAUPPUHmL7G2tPEUxMcu6K8L+dQfxgfvo12YBOFvZDFgMbxilra0NrS7g0B3U1suEBQ+6rJIRc7idWSpVL5VYY7+7WqrUiiYHYr/kjngSSxPo6j7DuBIjJNkQLYNLzVNUAw2J3WSwldZcmlKrn3DSiT8ToKBGWDp/PaZNJVVpY7+3ioXOy1sdxP2NobZ44FJUu4hj2YOuBpjqbGgdVOtOlNIqwVQ7hrFMsEVBCoNN6iK83My6Z4GI4yJP2y/hXcUDNOfrvDHk5PP/47Pcd8O7SMllQulVrGgz13/+j7n9j76IoWsUlhunaEc4w2zAzeVpUPe8g7NXvIc+72YyvlfxeFPUxGFatC2IgoeydxZVUrlceJNrlNON70eV6FXb+JR5kr8Wvs114gmK1QiCYCJWTOxiQ8Y3YysilAxWxQStWpaoyyLnV+hSIxiWxYKew2HWsQBbPoPP7SIj2YkObyC5tEC4s/vX5BH/vf1HweHnwE/fej3wtlz9v9gWn/4G77RdpOgQ2VptI9e0Sqqti40LNQJCiERNRsy10uvZgmbzo+lTeHMR1pUKz3fUcOkWI8slDFqIIrBehukRH527rv5317Esk6npv6EQnkc/P8J4335KToHW1w0+Nv4tJnu2M2NfRLIkluVmdlsyufoZPsNDjD9wjuratdTMSUSbi1ytkUEvWmBXDTqyPloNg6AjgVn1Itf9qKLG+TaNo4+HeezJj1CruwgHVrjivIt3zvRRMhYZilzk/ulbSRkhImqJefrZYMsw524c4w1nidd8h5HWg6T8El7TQSBWZtOFbyOFVI5EJgnawKUvkQp3cdXRF3AljtGJHdvrv4HzwmX4nG3ozkbZS7e8tDuL7Lvl46z7/bQWNSTrElYjEqYSYNwnkfSabLLmWXI1EYu9gSHYsQBzxIdks2gprTFZFVhduw+b7kKqDJMoZMGqUG6N4qiBVG4h1nQa+2oYZ9cwT+6K8nr/eca9TyMhslvrxiv4OdvRQaQ0h1FbpDtocHLzx/BWIef2kKNKvRxHGL8GxzkBu1pndnADLTYBv1kh1/InfOeuP2al3U22NMqvHAKWJbLLeZZEJcKvZm/npb4RpLLJdKmdwcAcsViIcrlMW1sbN7zrI+RMHUEQEG0OdGWdfG0zIibv3/TPXPH0eeLhIL3DSd6RN9jQtIG+msb91vUARKtHWRHKVDFIWi4S1ssEDGj2/zGy7KdSnuZmqxebS+WkeoSiVWUpc4F5aQcAW+sXMLwx2rIl/LUqSVcTINA/0Es0+tZkfT2AkBZpb2lv7GEB/L2tgMhqJYJlgitawRFRKWgZJi8+RMhboCKKmIZMIN+D073Gm7LFavgwfrOJgtNP1S0z1dONuxLHVu/Gir6GqnrAcKAX3GyQ03Snbbw+ss7FphiSsIZb3YQt5WBDZpGaXUeWAoiCmzomvmSIijmJy+7A2GSxdnYT4088h2j50Ifv40w1yqmmASTBYm/sDHmPxIcWVMpuJ4Ykcsn0Mg/ufCfXq26+9dAjaLLCmrefcsrJenMASxDYkDfoN8f4fDIMWpVY6wSyN4FuK7MW2oOmFNBtFab8U6xfdw/iB38KgLsqc1d5H+vRuzje91s82vHnVFQPff0XiJmNZPBkRWdX4io0dP68+x/ork/gHVjj0csmaV0OkDcsAoWG0JfpcCEATeiYNgfH0waHArs5If0nBwfLsr4NfAr4tGVZbxtt9n+ljat+RNnD/voY+fVJNuVPkdgk4atUUQwvBpC+eCenlQqL3h4sIw7VTt6zdohnWjq4aU3DhsmoIDNoiczbfWz//X9Pn2sYNc5f+F2Wl3+EFLgO6QUD3e7khcv2056CjmNz3HDyNBmhRsL0co0gIwsCba5HsGaLaKW91I0J9FAQ65Ym8lqjCTehN6CrgXyRl+XtuD158rlObHU/GdGN8UsXZ7Pv4nR4E9W8B2donu1LYyj+HmL6PEYKrJUGLfeq1E1NcDBiSzNtH8XftJEL1Tky0TRVezNFWaOnFKFz/h/xlio8O+jA8jcG1WyFdXJuPzd2/zYbgnsBGAnsod+/hTIqya5tSKKDqlimNSFyyHaScb9IW20NXYmw2LUF0dKpNs9TNiWcQh3VZ/HziaO0pMpMt0Fb6TzRwWGaUgnmNS8jchxp9XIEJObVs6AEaXeF2VlyQWYA3OvEop/mhb2DnOlRuDhyNz/Y/Jt8ZSBNm9jBqbYODMnDpvovARiSbWDvouySAUg0RbnhuecYndVwHLCh+2C1vYllYZV7m89hST5ikV5+eelH+Pvzn8A04WbbFGNWjY92Po5TKPPP3iv51fDVyHUVh1wjn2kE3T179mBZFmo6gYFJmxUhVo4x5R5kg38C78Mmck3jxfdt4SLdfCynMjSX5ffSVY7ZrmUHxxn2n6doKQgC/IN7iDlFwp24mnMrVdzuQfK5eXp8k1RzDmbLeaaif4du1XlT2cxwXke0HQcBcmqUQDFHxteATXZ3d9Pa2gpAkxrCUfLQ3tOGx5NhZPQElXUfWCYn2zdSTTvwRSuUyjLB4V1UtBzCxDSninY6y51g2njKP8N3+2NMKza6xUZZc3PyVR7ZeS2uSgwsL6c9CbZsfQ5EE+o2cqkurjjtIOfOs27GMD3HcGVHKK1djayLrAUUunJlbLID3UxQErKIgo1sdz92uwqTnQTGnVR9cxwu25BXR+h0lDll9vOhbIMEz1Mp0Tb9BtG6iNvU+OKP/heXTJ6ia+48k8NbOTmyneKim2lnP3a9Rrt2mMtSBpGal1rmVcJunayzUQaq27OogQlsismCd45np07wwqEGPLtJ9xCw+2nu2MXwHX/GZKJGR4eDaPQ0o/tGMbFw2wr04aNMmYytyNeidZ5/S9lySBugrGi0FxrlSStsZ8HTxSMxH/fXtvD3cwFO+7cSs9y/Np/4/2z/Uc9hANhqWVbp//D+FYIg9L8tq/lPtqa0wvvr+8gmz2K3KVxlnebipiiGJLNhegrZEllJLtO7tMakJwSALrh5PdBHXZK5a1lDlm3sF7P01yqsuZsI7Lr0336/puU4ffo3SCSeZqD/j8irOZbG5hAsAVq2cmBrK1tOC+xKv4hlGcyZHt5pL1AX4hw/H6QqbEHTJ6h4+6g29xH0BTBxUNFLuJQGtnlLNcSxnqswJQF1dRSHYQcEXo++kzeiG7nEXOTN3Fbs/jWanZsRZAehmRnOHVVwJfM4qYG/oT0Rrs6z8Uwn8VYbntHTDJ2rUo54CZhuNpw5iK210Sx+ZlTjDqoYusztC43J6Oe863yhJccEBhVnDEuucV5eJtXswO+oYxrr2NdHeap8ipwi0pQ9iVLLk/ddjieUxpLd+MtVMqLIA64iiekCTUV4crfIuGud7rFdBNdSlAQfkuynKbkLVa+SrS0SjWxCLrXgWImyEu/lcfstvLzVzcjMOB//yTfYd/xedFQe6e/l9isDvNjTzkh8HlO/iMN0Yc7tAUSa1holuGeuuY6a2498+pe4Z6B6mYHbVeY534usuRpb37s+zXi6n7og0Cvk8dgKKJJGNd7FDd4HGLUv8tPRm/mu6x1UdQeT2T4EUWR4eJjUcpaw7Cch5OgwQ1jJFsqyh9v0l2g9YZJr8tPmynKP5y66rQzKdJFz/tvRRS/XWk/T55/7twd33B5kR1VmRbySiVgFt3uA2LSAK7RA6nyA3r4sQnMj84wLRfYlDSo0Hum4HqW5kiHjCOAKBAkEAtjtdsLhMO1qK6IlUmx6gW3bnyLUtEI+toBVq1P1hSksu3FGVJwCpAyLQO8WKmUD30GRvnwfBUVlsCnDLef6eXkhiVfqw2lUMfQQXlcSR3UdQRDxxHbjdufw9jbQSZMTV9BbGsRd97IsLpLuPI1o2Rjr+DgPuG9mPaDgL8ho4SCgY5lFfO0h6pKTStXL4IAfe72JGWUF5Y2PEcz10bfi5iHPfq6onWYsk+XJcB1LFIhv282pTdvoXl3ljtceQjJNvnzTXXwj20x+yctZtjJYnsVXexoEMMspUltXkQRontuAYMrUHAlUqYYoqARqQV5depVMsfH9tgsRJJ+NSq7I/fffj2EYXHXVZgQBRkcEclToUly4JQHBsnFrsZ+qIPCKfQ3JFOmpt1LY3kqPukzM3swPlTt4InILF6R2+u1V9tlm+ZztTf7mXVt+/c6R/7is9G3g/x2jU/Wtz/5/3q7ct4c3Y88xUzxF2NGNTTDwpmBmWyeuwhptZgjNbmfszddYsvoBhYpcY6Ugslmx0V0wiMgiXXUffYU1LEFgMt7YGNXqKsdPvJd84QxjY9/G6erGox6j84Y6Uf8ah3s7+bv3/QWxkEA5MQTANjNEb62V1cppUp4+dH2Ck/5dOLvbQBCYNzNU/W7y9QQj5V5Uu0JX3I5hTmMZAubyJgR7GSyT9ZZWvPUy54NhHCGroYHb12iMOldnmUVkSWjjcmGGjM+PXa9hvNCHVTuFf9MFOLOFeM2Hpohs13qZtc+gl22shaBobaXJBVrRzbXlRp3/tWCFZXOFp6njqrYi6W48lpOarYrdlwMMtFIX+VLDUQ3MnKdt/RAuYxBrTEYU3Aj6Ine2R5nSVe6e0qnbbZRdAi9vsCi12wlnGtDYea0HV6aDleo0drmZbGUnpWob7YrIg50DPCy8j42xk1z7+kPk3AF2nTyHL/ZX/MaZB7h6rYjfVLk78T3yBuilfjKzu7F5EnRYEwimTiIYwWhqRxm5jborROUyg7bIHJrWQm+tG7FQxjhvImBS2BZgzLmKVPcRFV1YgFMb4vPyw3wu+yCnhREem7wRpy5RF0xsNhtnXzxC0BFlSlzHiR03Y9yw8iZbn1wi6waPIwOxAdKDDibMTgaCOX7UdSOR7Bot2gWcthphqaH50VJtZnz1E6g+J/GagqT0oZl1dE0hO+VD8S6ieBunPG8xxxVJHdG/ABa4m+cZc57GEkSk3oF/ey6i0Sjeug/dVmRF/TEu9xAPnXVi2RzETS9dao30eKNcqOxM8FjHM3xz5GFOb67gMfwEtSAe7ybOhP6SbtPDUmWIC4FeNubmWQ5t5Pfb3JRsKRzVSfbMvI+q4eAyGmAKEY35gS625kepufMk2xcw5Dpu3cEzkdvIB+oIpkR52IYkSLR5AqSES8ASaJm7g47ipZSoMjezFwSLgn+c3nwPsXYPFcvO9thLrDS3UejYRMEy8N64A3tAY+zcEqLLh3RGp6kQYFXsIy8E2cxpLvbsx96To3rsu8yF01gWiKlbccsB6vbGCV6WVbaHBsjb8wjXSFQVgzaaKDt1Hlx6mbW1Ne644w7a2kYbe/jMS+RVHQ9OTMtizjPBVbkkfxvTcGoOWqrt2JA5ZTNwaSVeDl+Fy1bhTuMon1j8EX+1x82AvkoZiePfffHX7hsb9+L/3Hosyzr7f3zTsqzjQM/bspr/ZCtP/jNxdR1JDJCXBzgv9nJz4U2Wrg3yws5BuswwZZeD5z6zGV22YTMUDH2V0LLE3nSFjGGxUwSb5MFJA71ycb1AuTzL8RN3Ua/H2bb1R7S23Mby8o8pWQp5PPRufhlaVhlMFTm6oZMzXdvRLZGPWI3TyVKmhKFNYbl2cCi0kzm/AQo8ljrKwV2byWspAkKEgi+Ad77EhqZTpCvNlPQ2XPI6siXTIpZIXdtL6pIhnnXvw7Ig1LJI3jVD3lFk/zmL5b41orYyCW+QlkKedOAs2kCaDafTePO9lHwBfIZCW76GbfBWgmsGU1GZHcV2VKdEOKNSTJ7CXq+R8vjoj8c5iI6JhWWZdFqN4/F82yAgogkKGyoqoqXTujxDQTrUQEbNr3E+eIFfRNaQLJkbVvbSeV5gabSJ0USEQAm+OvMtfIVGvyV8sRlZtLNWnkR0Xk6L92Vu8Nl5eZuTN1s3caX1Eh9L/hM9PSvs6TqBaAq0ZBy0qRe5tfQLvqn8Bt0bJ/mD1hpfGz1K7zXfp/3Sf6Rl3xr+apGU20XQpWMbupnqVV9GlDoRWsdRTIWSOYrjZAZLsNhYnUGLuDjZP4KMh3p6kLxnEsvw0KRXqW3wIAfh9fTlmE6Zvulpnrz7M2Qe/xWZwgTu8ZcoH/gbPnnwe3z++IOYmoXDgsxHBDAFruF1fmK/iXSwmVV3G5umXySRjSIIIPU/iIVFSy1ISutAzTdKYhfP+/C3nWFldQRTk7AHVJxWE4gWzbk0vdkybv8ylbIfjyfHsKsx35HTvJjVBoV6NBoFS2K59xEMs8LDOQ/emXYQJabkdpzJBbSSjYWih+hAAUkxuLtwE58qfgwtEAHL5E5XP0tCP8vhKI8m25l2d3Nj7iA/PfVHXOrfjt4RYGjiB+hyCSHbgs1ZxSEBFYOqS2JICHGpW8O0LOwjTVTH07Rr7USdFxrP7kITT904w4VbjqK0nmHUamYHUcq6yOG8QKeUpxa5SEQx6EhX2ZnO86R4CdumjiCYJsc2bOSqK6/inR/4HbKjLlx1neF0lvpMHtEuEeveDcBu56v0bLiG/MH7mW7diVsENd/G1R/ags1vgACCoBNtm+RDl98NwItLL1Jx6NhrTh5KvULZqPKhD32IjRs34nB0IAgSa2fWyNYbfYeYmGU5coq9+gVSwgjvPvV5Pjv7PgS7xOTSFGf9m0krTdzZc4BhWwkJk1ImjZJcQ5NFpmYm3xb/+B8FB8d/8Jnz172Q/wo7LvWjW2k8chjzqioPuq/EL6ikFwcoWzk6jEZ2tJhqUB2H/BWwSiiFKMmTMTK6iYPGQFo87MBrE7m4VmBm9muYZo0d2+8jGLyEYvEiudxRXi3amHPfTq4W5neFb/C+zDFeCF+HT6mjWDnsCBSlFFnNACRsyh66nXHOF8IEo1FMUWe8VaZQLyAJEploE81SHq9TJZRo1B33my8ie7KExTI7bCd5d+Yh9s89Si3exqmqypPWCvftexcbFy12GuvUFYWs20ekkCHpt/GRc6/RX9dZV8BQZHbpQ6yb05ySDmAzoKKPcUuwMbQ3kosz7hwnVC6QCITxKCZpLM67wMTkJeUcbtOOrIyhOO3USNOzWMJdXOWemy2+/J4SC6HzCPFejtmXubZc4YPxAa4q2xDrAubeEiude/jc4wZJPUdpSCJgpBmYHUU3NVYEAX/vswyHn+FLm+HeHgf9qTe5pvoMnpYq3sESWbcfSxDoTDiIuVZwdR9CyrVzpCTx87TCmdnd1PLtKK4U/iaNULlMzunCJg9j5JboUETOqGmanRpuKclSsA2zJqKEX2be6Wbj8iwX2vtQh5PolTCqLlO1S/zhhj/gHzZ/DCkiUVUV7t14Fa8P7SAydZqNE8doevWHDI5foC6KZEdv44cfaef1DQL65QZ6a52zninM9QAnuwf4bvu7ceoVRkWLR+ffA0AgaGIINbAcfFZ+GDHXOB2kVo8gSjrueitg4ZGbcSYvx+6tM5CJkaqvUXZLpLPtqJlObHkJu1ZnvSoT+8YxigdXaA019AZi3knEwJWcGJ8nUG8kLqroRarMYYgWr6g2PBL8vriB28KtdBkdaP4QLl2jOSlyk3uNg+1XstzWB0DWamOIKdSf3UxnyCScL7N1+gfUilGyig97sY5dM8AUKZoie10656oy7hu7qTY7+eMLNT4904JH1sm5iiQEgccKCn3FTVxW34hhqTznOMqGQJWovUxJqjIUe4F8ywWu3/0JDnlGiMds9CQWWIj2cfkVlyNINo54N5MIuuiZXWGlmOHFmsqF9k20lbJEbEnOPPcsL7ney2L0ShzhGTJ+L9FRP9lsFkEQ8HiyzEzv5cn7D9KsNZOsJql7vcQtN6Ikcpu+i56eHgBE0YbD0Ulx3U5KXQEgKRRQTXAIGubQTj73Z9ews30Epd2DuDDB0cBOhowZmo0iVrmEIAisjJ9HLmaRNDvagP1t8Y//UXA4JgjCJ/6PbwqC8DHgxNuymv9sKwwjoNDt3cgfrs9D0eL78nt5fMsV/HLXtVRsIj5Tocmq4kbl3s47ADBMP1fEXqZYbTSHDUMl6ZToCdo4vxInlXqJzs6P4vE06vHLyz9GEB28VjBZLK7xNeHPSekttG99kLjUSVBUiZSzCIgkqqepkQDRzaJDY0Sos1Tq4LB1GCwBWU+Sp6Hrq7aGqN1QwzQFPItRwKTNNkmTnkLC4sZDL3F1bTvBUjfHpq5hJR+kahp4vB5Uu0JHrZeZFheWINCVifPxxZcQBXiO26l4ZnGoOj1WM+vROTyrq2iKjU0DdxMJKBi6DV9Zx2w12ZJLkHb5WB1oNDNf9AhIgoyFhc/vRc0X8HcVscwsynoL289f5JNPerh+pZV8xzyK7uDa5X38XTJF1Wyle36SSsCGZyxD09AOHNYwHz7+eXZL/bxj6ru0OIaJVef5xU038cWdv8t1u3/Ac+0+WjMvcttLRykn3DibVNwtVbKFflSnn96EC2dzAcVZZSHTxomKzHI6CG/cxPSbnyL2ehhZMomY61TsfmaCYczUJIf9P+VBoyGVKYWKGIW3fnbNsUtcY9f8Rbxanvs791K2QdJ+B/ftvI6pcDd3GvfyAfdPAIjMxXhm737e++Xv8Lef+UNeuvIqnrttKwcu/Rgdw7cSU6pcv2RSvNXkdKKbN/zj1BKD7I28yVORfbwn9hyafydLxW4sC/oVE9ESsBB4v/QKshdCpkFHx0Gy2W7q62kUn0ZT/DKerTejeDWC5SSlwHkQoVqIUEr1U8g3E6nkWBkIYmv3kH9mHn7aaIAWi2FeLDjYPhfC8rhR5Dpm8BCSsUTZIaAk3ku95EL2naXgPsKKmAZRoqmuY+RqfLP3CrKtMovt/Sh1jcLYRjJ7vkobazwfOsaREegpTeJbTiC5SriKOqrXhb3WRNi9hiILvF6WeCL5DP96XZivb3LSVA1yldvBjZVt/A+nnT+Jf5AdtREmpRUkU+Cd2g4StYs8HJhCwGR7+1G6P/kH9F0yRsdao4l8S/ZV0k4n58o18ok41UQebdTJYsd1nNA9JLUiS2GF/oUclingj5wBltEGXkKWNfxN23nlyCsALLgWiI49h6P3MKViictXLmdPfA9u70ZEXeMDu95JUHdhqca/uR2Xqwe9FCavLnJCf4mMnKI7n6Rs2dnS24PS3IyeriO3u5m0oghY3N70BNlkK+XEOt5wM6mlRUSxia6sk64b354W8H8UHD4PfFQQhFcEQfjmW6+DwMeB331bVvOfbNqWZi7t/B1UTy8OcQjV7ufebdeR9vgo2p2cC3loEVoRBJkma4nB3nNYgkJV1tHsC2i5RSzLxMwsgABtToPJeAUED50dHwKgVk8Riz9BjDaqlsBL+k2sONs5NP0O5hObCFp1AHqqrVhYLCWTYJVZDqc41/kY3ZmGw62pCps1mcu1NQ73tWJZFs3mBqq7TTITvSwXdyHbkzwr7+DOWgNPX7AGOTN1BqviZdRhsXvPw7i1IKJe5MgVO0FSuBB249ZKRIpZTkojfGn4A2RMF5YIG8oBTMvkO9Fxdk5b6O52Nti8qMFxchmFkuUkWl/FP7dAT2KWw53buW3Ds4x1fweAXrOZXG2FbTuegN5GjVxXm7lx9mnqYhPbvXvZljqHI/cMnZPwRPJSes09pJd8vNp/C4XV7TS9aTI/+Dn8lQDVzufY+UYQp+xiSiwSj7QyVpzibye/xZdO/B2b4/fikSWk2RqCCKppR623knW34KpJbA4aJHN22gIp5msSo/XtuJQIMzaTJ4UIpinS6jyHJYo87ZkjXTvCt1sO01q0kJcE0i1OxGwdu1UlIFTpxmBODvN54yvk8fPPt/g5tGWItkqML2a+xDuthzkk3oZXUKmnLZRDCYKqyYubtvPVd3+Meze9k1/0hEnbRa6d66fwAZ26aedi3YsuOUg7Wzii78MQZT659iDBxGl6axpKNYJNgkv2PMHIyKtMtIe5su80twUvYnNnKFoCuVgeR6BOJT3IzxxbsDwilloi0vIyAEaql2BrhkIhSpu2wnhNJfjRjbR8fjvSjgROZ4FYpp03LxwiGlewPF5mIqcoh1/AU/GQ93VSdTZjq+9FCeQo2E+zJmUQLajnG1oQF5fziIrMudEd9C/N8jsD17C44xK+07yFR9ocxK6u4ro+xJp8VWNvRKJYoojPcNHaOotYlbC7N/HLiV/ybCpHdqTGZ4e/xpSUZIfQwtWnvs6+7GWclub5dsu9rB3+G9Zrs3RY3dgNkVYhQcrsINjTSXZ9FXE1jRHx8juZB5CxeCSe5exLzyJgY937B8z13kpz8gTF/gOYosC7nvsp1ZQfT9sq6x1xtObTAJwpVnj9zdexsBjdHsUlWezpL/Mnv/cnNHc00V5pxxKqOOcu4g02kGBGsf5vfsfl6sXUW7GMJIG2DkpNF7hUvchhaRMXXz+Ctl4Gw+LhbJoVJcre7FGikRpaWsAyTTrHNqHXawhSC493PcbLKy+/Lf7xP4Kyxi3LuhT4K2DhrddfWZa117Ks2Nuymv9kC8TLRCWJhGBwdekc92+7mbok8+DZ/8Gjhz+DWF9luN6MIECzw8EzgVuoOUMYZgxd1RArGepzL6DNvojbEmiSU9QNCcvzYWy2RklqdfVXWFadXyRUNKUfu+SjrRqnNV7g0MTt9EoZBMNgwLYNVUpS1CRA5OhQkRVXHIcp0upIU8ht4Rers9zljfDU7n2U9BweoRk5BvWjYZL1fgq+Vb5pvhsfZdxiHk2wEZQEPlDfx6aZOIqi0uldQzYl4k3ttKytUXGO0lY6iWQZpFtshJZCqM4kjkyJfls/08oS4VQNfwV+2LWdN1yvUXenqcy7OCaPsKM+yc6eN/lc5JsN6c6OzQi2FEmhQK/RTLXmID15OQ+0fRAEBzXBZMA7x96OCxTPvgoTeyha0+j6LEuZPmbWmjm7+bdRvNex9sZv4VId1IRn2XvsizBeJuDehmVZHLpEQ7B0/vHCN+hOLnNr8RCS/SYsU8V8i89Nq7lQRIt2f5Twhixem8Vk1mLetYgGbM4Og6gwK+u0lIfIZtrY6G5MPOtBG8c2rVOURH7rUY3x1WHOFkaR0ypNQprNmS3UBYv99WcZsU9zW+wkliRy44ky3xy/h/6m8yyvjLFrfI5OMU+tLiFWdPL5Bv2zaOokgh0sbgxw01Ue/vW6u/nx0If4M/PLvBL9DOnOf+X7u3dzyrWNLm0Wq2yyv/4ie4pJnOkNmJpMpdKBz59EH8jygZYfsm/P9zC1MMM9W9ALEh6Hhwc9b1Jq9lFxNKHVLMqeMpqmYBYHsZxJVNXFoC1GzRKYKhWRWxyshX+E11miVHXTnbBhSiLHmsY55lihSe/GVfZS8gSwd/XSFn0XhiZgGCYxJY/flJl2uPntHQ7uyqdQxSD9S8e4/pX7eOCvvsrdT9/NpJygu9LJUOZ38H7kEWyVhuKZ4WrgX4LN0wQCcWLr/Xxw7MMsFhbpnn+WxfN/StYoUa7bOFzSqdqSnFEOctw2x+YLBq91eTiy9hgH1n6BZ/IkpYUiD6W38OLDD/DEv9yDhcDqyChurcqm3BSPJrKcPvAG7shHKNR8bHTMMrz4E1YznbirFaKFPLlkKy5PFsVewuVbJaULPDn5Ok7DSagpxF29LXglkCugP7rG/vlBnu94Dm+liGAaVMyGIJhR+N/BwSm3oYsBLGpIWgDVqRIVMpySR1mdtFNfKVLE4lsXYzTXEmwqnEe3t+LSa9jsDoLhhgiWbBaoDjn54x1/8Lb4x/9LbiXLsg5YlnXPW6+3J0T9F9mWoR0IApwNr/PkliuxaQafevwBhvILbBNm6Uwt0mL5qFsyDi/kfE2UJCeWmccstRDNTFJaO46l5vHm87S5XgUgx00AmGaN1dWfU5TaWKrm6I1cRUIJE11eoVYXSJp1eqUsoWIapzPKsnoEVUij4GHF+3WMpU+i29KMiGUWil08VR2lkohiyjYKWg6v4kN/zE5zQQXLwVxZZkWN8ITtUj5r/Iye6EluUvuRaiU8iwdAF5BbzyHVmrAEkZLdS83uJa6fRxMtYoVOXMUiUt3Ak1nDr4R5PXiKW0/2YyJwtGWIaNd9AFRW3Jx3dNJDHL0eIVJxcEv9CU4Ju/ju4p8zL6QJWz726aPIxZtx5vbgCrRjWAlOV3uZnb+WanUjqnEeye3FozipmUs4SvfSM/8v/NJTwTv2PAO3/DEXeorkhlXE89fS7Aiwbq0z63fRyQoVPcSy0kqbkGGoqrJmOjBUmYwZQqRBy7DTFaR5W4Zk3IGkaEzXJERLwJ3vbTR3jQIOp5vZfJA+qVEHrm1ycD4q06yZxEKd/Mx4J+tSN6gmEZtFq9rMrHuZ4LY1bEsCG575Z57+x3vZOVukMlhAqyu8Wr8Z2TTZho5pCciCxo1LT9GZe566rBAY/wkdp85w++wsiqPM07yDmL0dtGV2LTzMu5/6GZ8+9AK/U/we9zquZas4x/XVMziLPYg2HV27iaNH3sWFN68nfuI95OYupSPZgaPuwDJFfFInzzansFx2HFYDVZYRHZSLTdz8kQ1kso1a9TX9uwB4ZfFp1mOPUDGmaa12oRgOOvMhDu0uMuufZa/NxhWuG3BpJWqKEy0UprV3E9kpP5YicqbJyUObLuWXd3yKSb/E78Xh4M4eitxDPmCH1Hk+Er+L87LAUPxmvlTr5r5fvkClkgMg7k8iWCK2nhNYJszFN7PLswuv5WfR/Bm6UeMbxh8TjJ4jUS/z5OTPOZ1fA0NHQmaqq47k3o/svgXL24Fft0EqwZn7fkJy4jyO7gF+03UFL4nb+cDao8TrOovNd2KZbi7xSKx0jtO0L8uRsa3sSp8me0kf6fnGd7Q6YtLmUlmq2/i4/eMICOy/cj+ZzCFCyZvofO3PqF5M03HNGL+885dcN9rQWEi+3Eg2zNL/Dg7leJm61NibK5U0oWIV0xLI14OUnC2oc3H+Va5TNkT2pw6CAmvpAEq1ROfYJuZfadCerPoX+EpZwP36t37drhH4b068Vyrn+WZznAe3b8StmvzGAR2PeRsHsn/AI7k/Z0KpISCgmUEGCuv84U/+iTNvNetMPUAlEkJJLyIEe/GUVumPvIosmkynGl9rPP409XqKH5cbOGSb73LsRo2p5TAph8I22wqS4aJf7sMydZYTKSyzQKvgQAs6iIoFVGecnnwE05J4ybWFwqkzCJZJTsnhkf2s24ax9MYpZUUIEwqWCYl5JEzes6LiMrqpjT/BwUgfygy4XPPUlTSCIVFs8uOpVtg0dY5l9zJa2YEhmyixebrcDXhtXj7P2EKJlUAP220n8NjzGHWRclHidV8j01OrFu2d7+B228M4SiViA17OO2Ks2it0GGH211z8/akqtwXu4q7u32ZU+hRJexVTX8SUHOj1Ire0vIGAQskUeaPZQbf3DGfF+8mgIQ82MeHtoWwvEbJHeSV8mljVYIBJsnqEy+snMSyBvuIkrfYQVa+bcXEMxV5FNG34wpPYnDrpN5vxO2BaFek2ApQqDqKywLaAH4dscL5iw2bWCFlplhKXMO3W6a84KNl2sF05SkwKA9BJgapUYzEwSdiXIX1W5spTVWbyj+MbegaCGc6tjHKwdxTRlLn65FO4RRO3rcKs3s2WYgwEkXp0Eq//Z1w1/gB/Lv8+v7v6fUazL+BJ/y/effYpepYnadJ10ks9nO7spW5JBJsmcac2Yukyfu9DgEVWbSM7ex27ZhdpnXmTI5MN5NxXh64kFf1zBNNkoNSAUGqahUAfvtY18vkWFEXm2g1Xo6BzPDXDzMzXcaqDNJuNflnGaWc2mGIsu4G7IlWa5DISJpbNxZopsOT283PHR/kd8Xs8M3o5Sa+XK994hh/PL/OBcyXalCD7OvaxcI2B7GxCLT2BoYV5VmslZ7k4oq2D6CBX89FjT9HeGsQbXCSUNtA0B8cOneA9iWtxWV6+d9sP2PrB7dTG7sU0GqUrt68VUTMQW7bRaXwS0zmC5m7FJb+TS1vfzZ2b/pDL3v8pWnZeyvt+73/StOrmYHA7e9YS2DSTZ3b5eXGfj2/vc/DQ8B4+fcn3SAbDDKop3FvraAkLVXVzhXwIn2RimEPEF+LIssxQRweeg/uInHovmiuB6zdd+K7uojfYR/vVDb2H4mpjnVqy+m9+Z+V0DMvM0ezoJum7wNbSHGeFPjypFKpL5cjFJI/qNTbWZojUUzjCNYqpILV8jvb+DcRyWUCkuaazZfEE+Dt+/c6R/+bB4cH6FPdvHSCSr3LP179MVnyBpy/TGHc6Oe+2iAcOYGASMIIgimxenqXHSgAyqmSRa56j4oxQzK0SGl7BJtXpDzu4uFbAsiwWl/6VNGHGSyV8zi6OlQQ2ro+j6yJ+dMDiMrmJXmUMPXWOSt0NCGzy2FAUkXYpjypXcWsSQSXHlK0fNZukiTSnhh2IgoggDaGKbVgYuBxF9gUnuLJ+jq87Psis9XlKZhxt8XU6FxbQ1wTskTq7L7uXLduewRIsrpt9g09vTLPdnkS2RORCEVulRr3DT04q0rFkw1daoeof4uZNRym6BUrrLkx3nQvKDDErSG91mab0LLJQo3d6mrpd4kD/EH+5QeMPd2vs3+/mIfuTrAz9gIS6zKC3AycmWuco0atKGMg8vT5Ct2BimknadB+ezhTPedzI/qvZknqeWm0jzfYmREHkmPcCvbOv0G/NUJKbGTTWedR+BXeqr1EdyeFo9jPFCIqtxlBQJdv9LNlEM2rMjVsWWayLdMoWGiJ+xWKbqCMKELNs1OcE2o1V4gEfcZtIa0ZHo41QJg85HUnUCYkVckqGmq1IsW6ndhEkE7SmVlpHXqCa6eZsop3u8ikuq9W44p//gV09Tuq6ndlKB9lUY5iwVryGlBwntek8WAKSejWdpYOIlsWq6ibv1jgROEkt18FlviO8wE66ApPoJQXbiZtRnKsEnFUs0WDU9QSqLUWQEoHFBQA2y1M0pX/Cl58/RWet0bvSyja6+66gUDxHId9CV1c3iiQx6nGySA+aliY8fiemu4HfT0RsRLUw2/UIgcAIVrrBx1Rq62WiUuPGkzOc6t3DcH2Sz9e+yWPHCuw+cwhTzINhUV8rcc/V93Dvux7gXf/zTzjaUaZ97d0UTBdgUfbViQWzqPNX0uzO4C6dxSZpdK+X8HmSnDt7huvz+/mXG55kLDJGIvEUklJBEBexgLIo0GEl8OVHCZVDvDT0BE+N/hOKUOWNso6pSvQutvOBz/5PnJqN8yuv4pqVeSn9h1wzkSBoq7PkNDkp6ZyVOrngb8JXLRPMRQhsaEPQdbLpDiLuFABLsQEMw6A/2kPqO+dxpUfg8jxLu/+Gunvl33yLJ/SWAM+2BoqwdGgVdSpL8dUVWha28Y7IFja03YTki7HFmuOkaxRbZo0WM8iPDROfYLIz29DEdvqgRWmARxPHYhhGDF3Rscp21Lufh10ff1v84/+t4CAIQrcgCNe+9bNTEATv27Ka/2S70ltm69I4d79Uo+oOMtT1OL+hfg1X4AyOwCKrrgSrgsao1BhuemP3JXTVVQSpCd1KUnDCQv8IijqDsilDOtVFf8DJxbUC2ewxyuUpHuN23PWLKI4bsQSJ2KKTax3n8WAyYTTjCS7iNT2scZyqmEeRAoQ8TXSVirRLBdaxEQkdYESYZrI0iG/TKhHinG5tnBacspesuxlVKtEjp3lH+SBZyctH93yGgO4lt3Y/qgNaMnCq0sPqygjJZB/p3DZOdA/Tki6SLzWjZrsRTLDH52nqkNmqbiBenqPzdGOoL9e8EzHuou4RKcbcKD4PoihwTBlllzZB7MRpAJqzKjtmM4y39TARCHMk0EJ3cgEjNUO55zXOqUeRRJmra51sXjnF0ZZRtjQnKeoOmlfS2EQPVWud5nMTfHTjR7lpy9+ivLSNmjlDt6cPbBZrjgSCsUrbuSXKvobGsqPupISTfcmz+PwBZq1BANoGXsRUyiwsbceSTLISGAh0p/sRBBPDpuGvN5rlaqWV4uoO2qUl0n4nFgLetIeaFadqtiFm63S444gCaPYyBjCx4GfLgsBrG50E9tiQ7DUyZ24lWhiiJ3OUf2nZjdLVxa7Mw1RNBxYS3rUGbUlE7qUjB53tVUiPsDHZQklboq+uYZTcYLPzhfVP0+HoRVlx8FjTFQSEElVeIxC/hOWpHQiJRobqcJ/gzuhXSVk+9LiCzaXxrrmfsfnsc2yv+6gaVRAs6kUbfb2XkUpeoFLx09PTC8CYW2GBHizdi5rqoKqcpipW8Ol+NqfGaA4rhJuupBarU3a4OdHZiwX8QZefPz3yJ9w88Qq7lMM492Wwi07yuQbzbn2xgCA07tFa5WVmxQgna130OGLsEcY5lxplcPQN1uIRnFh4e2fRVQV7VqQ7lKZm1Xi+o8y2aANKG1t7HEFzAcsI9hCaYOC0urHXwiR8iyg2SLljbAt/hZrp4qRio7pe4pUv/RM/+tPf4kJxkVBtP6atyHeSn+CO4w9zy6mn+MzUffzN/Nf4ivkn/AOfwWkk+fLccUo+N4V4o1pQMsC13mBSHZrzY8hlVi79Bs3XXwaCRbW6hGkY3PvFP+LZf/42oiRRk8uIXgVLM0n98Dz5p+dRDDcL5VlmmEZq5Am4xrbisDvoqjZxGoMuIYFbzSMANdmHkE0SiTaznPCCVWXDUDMgsJpUf50u8d/Z/2VweAvO+iDw3bfe6gAefdtW9J9pHdfw/iN/g1utUh28gj2nh7l0Kcnv1n7JRwpPcdIB85ZAn6WAQ0NwWdT8YZD7scwsYj7K96/bh3qZjqDUWZ/fRTAxTrpc59Wz36KMm7Tlp25UWZVHaSqnUCombahM6WGc6Di1AKZYZ0rTscwMHXIndXsHnaUp3NRZ1cOs1Y7QmVpEMxVi0VZ8RpqzziZMy8Brc6B6pxCLcZyCTns+zWJtJ/rLcTKeDJ5zZzEwSfkh69nL3NwuXj/7Xt5Mvp/TnYNIdZPxmX1UzRaU5DKtLhHNP4zDdPOkowVJtaPKNsquKIliJwCldRchfx9gseRtokko8qZ9R4Nptexn78wy3mqZquLAppvsnrtAydGJbsgENiZJ6xXsfVfTezbOVb8aZ797HLDISDrL9ihYGs2xPj7UcQdPf/MLFMQyominVemkpM/jCA4SD4F6VKTmmaZkeeg31/iJ7TouNS+S86S5/nQJzZTR3AmK8XZK5TCBNpPzNQm7ZRGavw5X0ySDSKxJOWRLwR7fSGxOpdVcQ5McSEKAgEPCFE6wFBxCLOtEySNIGk2RxkDeanYj851t/OLdN2Nunac5UaNUk+jMjeAtxziWEPnsvzyAWqz927ZLuBvlKY8nw3sydTwSjGcj9BdzzNhEukrgrEsMekZQBIWDUhtqYgRHZ44VK4zgeg2PHCJ77g4kNQDAj1y38cnh7/O4fBlWxcLuqqF1wK7lPkJKCwVjHdllUi/Z0LQ1Vt6Siu3qavQiWqqvU8bDgQu38rD9CE9nFNKODGE1gkcNs3XrbTidG9GyTl695Hr0txx+rxTD762QyveD5SflexqPEiK7sIwUclBfKvzb3/3zCz/Fu/o+ECy+bH6fPeIERc3Fi8XLael7k3S2HWdoEe+KxKTUQ1fqduyWglad56Uf/gvTx5+jWJnAVg9g1HMYzgZfVby6GdE5jU2eoz/TQAdN+tfYuFshvlbmqK3Kqdnn8cmbsXvfhd+hUBhaxCMV2CO/yY7A63RZF/GUKnjO2KidbUOInEWJ+5jxDpBbsWMYEusVDx7LRLFkOge7WNz9BYL921GUIIrSTFVdJr2yxOrEBZbOncE0DE499xQn0y+w4lqjcKmD6J/u5lDiAidTz1L2ZBgsxFmzQlx/2a0M7r6UnNiEBnQY8Yb2EtCtVsmvLlPLVKmTA2DPh7+AJMusjJ//dXrEf2f/d04Ovw1cBhQALMuaBprfthX9J5pn+iV6Tlo41FmqpofNXS8QENNcNG7iaamPitbGPBYh3U1PywUMQ2HLzueJbJgBQK+F+N2JDMVrTMx5P9LS1VgLjaPlXLzEa+xnlyuPaR+l4AwTnE9xlW2GumFyrN7BsJTCm9lISo6hvjVk1G35UIUuxnKNa6xoEWrxAJ1VCbdc4eT6FjLZLBkpREVME1AiUFHZsnCYSCLOeYaJWVch6hILK48h1QTcVTi8rQebaOGwakTLLYxHZRw1EMsbMVAQq2XcxRr1LTCmmZhYOGxTDGVWkZU6prtApKOCZQjUkgpRo0BIsgh1zQMg1tI4tDaiNT+IWW5YmQbgrvwSzmIW0+1DVb2Y4XXOOxaQZRfJnbcwenqRieQYolUn43XxaORK7D4nmrnIY3/0deLn7VhmjsG9JpIcIL/8JjVlkIqjiiFbpC5C2mwmQIzqZJYpOnhf4lX8ngPk1YbjWx3vwV0q0zRY4VxVoqXqpqZFOWE4+H7zKyxLcdpNP057M5bhp3OpAcaLEGG2qUJAT3Mx1ANAsG7SFFphZ6RR16+ZRY7v3cu7XJMgwMB8mYkmDRGJ3uTVfBedxJKTe4x3IWBiE+ukpBYwLco2kZ5eAzNl5+ngfiY9r2IIApetN9S9ArKPpJnjYKaCWxllKL3OA8p+NokXWDWqKEYL+1y/RMCg1ZciuKpzqHkD2ZoTxe5GDMv0shtBEMh6T2Lz6GhFG7HYQ2QyXiRJoK2tjXJ5Hn+uQbysRPZypbaBw62HKEp57Kadz33uc2zdup/VVTsJb5jzIzsYqzVc18V8Et3uw7JEbOZlZHKvERpwk8/GsbW4qC0WGyXW+QO8VGphXe1mzDfPpeJFyjUBE5Hr506x4A8RHnidfLmJbasxZpUeopkOKr5myvkEJ198lse/cQ8T9/dRqoChapiOBsopbNlp8h3Esgm4NA8tmsVBZ4DLf+Nydt/WSzJpwxV6F2XlUnw2iX39bt67voWXhO1cXr/ArdkTXJM/yyXlCTarc9yuHsad17k2fS3LehShWuPihf2kpq4AC1QhQu2aKTQxQ1vbuwFwOruoVpdYn5kC4ENf+RZNHV3YXW6m149z6OxPeeLRbzG1PI1OA6mk+ZbYUx/n/8HdW4fLkV3n3r9dVc1Mh1kHdMTMGmk0zGj22J4xxHYcJ3HsJHYMiR2HnMQYcMw48YCHGTUaMfORDjM0M1XV/v5oeRzfm3vvJPH43nzreerpPi111+6u2gvf9a599uUEfItZ3L2FU6qGKiUdudMACFXnbLlWtzCUa1DKF3H6/ETaO2no7v2/bhzKUsrXSu1CCA14Y0YP/YZFXrhIIAfN3pPkjDpO2N/PQ5Mf4OnBCufdGUShmTEMFBQanbXwbXpqKQ1r9gAqVaFgX/YI0icJPllBMSQRWQvzJ7MtrO94GwcnXqLi3IkwyvRFZ7EKncPZVnqyE/TZHGiGg6HyAUpKHg0XhlnEihdfrkLC5iZYiuHNW2jetJk1UmEkuoq6mVoec9YI47NGqBoKemWGbfv3Mlfqpc9YwVSpgjd/GgnEPZCoW4dFVQmbGUJSY6zBijVaxl00cU7N4pyepKsrSTreSH25m7R9lo75cTRTcvGKEIp3GhFIo+d8SFPBFz1Jt82gzjvHRZpZVbjAxNHbsRoOKpY8y+IDWJA0vfgoQYcdFIVy0YvTU2DOf4pZR5rOppVoDSaW3XGaEhUSTjtCM1j9/k4UYSdTSlEyh3H7HfgvEd7ZLhxnwax1/1q3zlJYcHA8Wo9eLmOpmDzg30ibWMCZrZIbb0MMXUWm3Ii3ojATqEE222aXIZGcEjqPu/eAVPAbTr6oeFiy4oMsyywDIKg1UZzO0zgDCekEIQlTIhCYxS0UFFPiiV/AGYyxynGMwmwErSTwOpbiVk0aEptYSpCvK8O8o+ccy9NnqJoWMiUPXiOBicBskxyJb+ZYcCmP+k5gNSVauh5FaKxkG2cVFxWguRLEOrWS4y2dLFQ6OVu002I9Tsk+TNJjx56STA5tocU5ii5VIqRRrRW6GzrI6hlOe/PYfUUqOTvxxAHS6SZaW9vQNI1Dhz9JszmJkBLD2czhwHFKapmG2RqdRjJZo3k4fvIiu1dvw5XP0hbXqbdqDOZLlGkDQ0ck+lFVF561ZykYGSr5Ima2gpEq8+MDX6I6dxteNc/HS/czTRgz1QRIBs1mtiv7MYVgMLYYh6gya9QzZwdTnAAhaF1yBZ2b8lhtNoqFNACmzYpm2NlW5ycuWzCFyirjHFtKeU7aFaSApu4SRvk8puzArcLV17Sh37CX0Ss+xIDzvXzc911WtryVNV0b+V3vtXxTeStPK+u4NX0A1XkCi8NGQcmQSjWi58Mg4Jmyl68cHcPpXITXWzPkzkvGYX54EJvTRbCphXBrOzank7fd/nmMUBNaPsPTP/4GZVXB5Wigquq4RJloUy9CCDxZH4dllaZyCmtCQSJQzDDWqX6E2ohhb0OxpWjuW4IQgpb+5cyPDFEpFt4Q/fh6jMNuIcSnAIcQ4ipqsx0ee0NW8xuW5de8k/CN4Gyptfe/dAYW8kfx2js47Sviz7cxf8kuBqpBBAYL810MP/UXqDYHFRIsTC1giQscZ3XC3uNYhJ8AVSaKK+mya0xXsuTc61g8PUqrksYozzBkb6Zd0WgvdZCnRHp+AdOMUpcpUTJnUBCY1QYSPjcrM6coagoeq5tlho+o1Lg6VaPziIbmcWoeIMvLV3ZirVTZuVCPgsKJxCM4h4oIYO+6NrzCStmAgrqG0bCKblGopPKoxZdRs9O0+HPkG6sYlQhW0UnGf5ammRlMAT/a9VY2i8exBcfJzjWBsDAZ3Eq/1aRqKByu38V6eYFZ+1k8nhkQOmYxyarRYyiJKOt+AabIh9DsSWw9M+T1PQiaiW5/K+OhVkK5AghY6zhKa2Mf2269BWQWRdhov/UEjmg/KWMGWzZN01xtM6Qbitg6cwwnNY7EanMHmnuGeNGyiruyzxH3VLg42UPZ7qDBKThiqDiQLIruQKDT2vZlIkaNjHAucZIBqbMoWaU9thWnzOF0rqZX9JD0dqIkqzg0A1VIbN4U8yMakTQMtfpoWnqaStFL81iZs6KDD864cTqypAzJjLKXkrmG8ItH8LqPAIKS6cCZLGG1BxBleLJ+J+6RDI74CpblgkxmR3EFQ7w4ey+7HVV8CJaXYVXjUpZWZ3go9ac4lRSbvN/kU60fosM6SrXiZN2SV4mM1hT6Km0crQDWQJEn/U+h2nxobknO3sT+fVeRz/lYvLifw0fuxzQPIypb6HbZOWUWeSD4HC3VIM0Lta7e2dlZFhYWeFZXWQg2sPHYbuKpEr0uO6MVG+lMHQ5pEBuL0tX1e5j2IXwdWZKjtSg6PnCOe2dbqFYjrAgPsV2c4Qw3k151HUIIdns2YLoN8udbUTI16Gi26uTHzWXCJ8ewVnOM6ymS3iCt120iGW/A1CzoWp6QzY5W0DFcNez/Ru0YG4slCqrJQHKA408/hsJeNu5sYKtLw77IYGLy29SFb+DGZCu/N1/HH4518C7HUvoKrSxfsZzUjk/ipERQn+IaW4KJ5gUkEqHUoqWozcdjZ3tpaLjztXqK3dFGuTzH7NAA9Yt6EIqCOxgil0iQsxkUwg2oNjvMzWPKNFZPA55izeGcqN+GNCUzZ2IMC0lL4SKmWdu7ihLGlEk6mju55nYHpUKG5sW1/d+yZBnSNJm5cP7XqRZfk9djHP4IiAKnqc13eBL49K/j5EKI7wohFoQQZ/7Na0EhxHNCiMFLj4Ffx7n+PZlLmDwYu579pw4iZQVPZB1vev9fEO1uZ8KqUCp1YtEGkZjYCk0ITUcISFUlJY9AmnGy4/0su5gGRRCaOYNaf5hwxcbEQjMfeuFDlFzbQFjpnZzCkILMuAshTWaddTRVGphyXcQo1nLQXTPjlKq1yV0e6cEqs3QWxokF++m+UEdXXa2Q6azWHhfaa6knn8VL61yJ8KYA3rpVLCSOYvEdx500yNtgoX4LnU21gSBmLMzhFg1MybWFg1DVAQu+dUnMxhKNSi1jWM0dJTQ3x0JriGI1QqfrCIqqk19YjOZwMZnO0mk3iZUtXH3H7exTl/Ch7CNciJxGCMhGVrPs9EEqNhsrJ7+DTUK8ZENRJPOTLexQvo1BnhbP1fzlFb/NdxbfCkBYH8DlXMT6t97F1pvfzJUfvR6raiWcWcQ5Z42u5MqT+3BqLqYqGu7NM6iqYDgXxu0UtDimeWrxGjRM+iZi6I0naTPDONoHOF1V6ag4cMgWUo59pFM+rpmqfd98epSfZQ9zrchxn/9B6o0ok24H/vkpjnf2IbJVImRJmzbMQ5fT/n1JIKfS1lGiXp0jP7KR5foYZyzdPDH5L5xPPITEZDceFBSC4XauviyJ11rLwRvpHBlHkMLZeoxyF+8/WaFv9gZWXvgYOl68kTCx8jTHBaxHRUPg7mjCc+Jqyji5zv9F/tz1Vm6vfxgz3gkCcnNLkQs1ssOAtYg+GiZuP0tIPYlWdTFWupxKXQt2a4bLd1kJBAJMTn4Zw3Bx5RV/zTK7jeM+yNkibD0bwVKvkNfyzMxMs/vYcQ51LqFzfoyOhQFm0wUW2RXiRQ/5vEbE62FhfJSW5ruwWTpp3jJPtjoHquBfT32FXOxqOrQUb83uJiOdLGp6M0/Np1nVkGMoE0JJ93J77Ah3JZ4jId3o2PEkjmKWoaP7KIqtzNTUUg4e1JnMbSHfsxLTqmCTFaIiQ6yYAmBMttN7aczpK0MvcvHAqyzbdQW9YRdWVTBtfg/TrNBm/RCqqZAlyQ59G1cZ12AaJs09G3lowMUPlau5Pn+IOjXOxboCCW0OBYHb7WZ52wyVrMZj01tf0yVORxumLohNTtDYXYOBu4Mh9EqZicw0KAr9m3ZiFqqY+gz4rCwqzHGBFv71iIOp8zEOXZqf3lacACqAxBkwQQiu/tQHqbpqjmpLf804NPUuRigKk29Qaul/axyEEApwWkr5LSnlm6SUd156/utKK30fuPZ/eO2PgReklD3AC5f+fkPEE3RQLU3Ss+l6mntDuAKdNF+2hAH7y0hTI2H4aWwbI2tJY8s1k7PWeHXy3ih2xgDQi3U8kHwXzkiZ0OA5QsueotM9TrSqUJi6Bt2xk9ZyhnC1QE43OBZYSWM1wa22HAoKUfEKJaWMorgo+nxUc7VCp8+00zNxBlMoXO7aQVXovNL5MADnqgs4dZNhZw005rPWY+YdlBvuwTCKuPb9mK4LNaTD8aUhwjYrrgYfmmJB092MN1lRkmU6RlXKMoFN83JILCbgjtFqhKjqWRZeyXKkPcLRvpW8Zf4p0r4a62cpsQarV8ESKuG3SKbLgnzhIqNNbWSFk8vzNZZP4hCamWGyfyOPOv+SsqA28Qv4gP5zztFFybCjJEwc0sb++pXkVBdKJoXN0QHApne8CzU4jCW+GFWqHG30Mx2ElYODLA72MVix0Og28C2qecsNkVq6wVtewzPqzdyi7yNptxHzDHG27KIsBeFYbRqaY26EnccjlIr1iEoJYRpsSBxENcscdx+H6hjTSj1tep4D7X0IoJ8FFL3I8MRjNCUhG+7jOk8U58IqZvUqNqGzL7SM51atwJlLYlYnsCWaSFZiLA/30ewaZ408A0icqRwpGeBg8v28bXcZoRR5oftHKIYVm+ctlAs2jIZuYgWdNYoFKSWHn45iVl1Elx7j8uY/x7YsheXUFsjVSPfm4n6i2TxYFU6qvfQk4ozYsoyVd1Eo+PC6Z3GOnKWrbj8OxxjPP/9lXN553M13czo1SCD2KhWhk2z8Igfad2LvqCNpTTI1NcE301WqmoUr9jyO5jCJZqs0izihdK0DuK29nVw8RimXp7f7c1g9OoWVL1ORef453o0wbfQ3DnCdcZBXLVfxWQl2Jca2hkfQTQvO5d/lkGMZDSLJgNKDKVTsMxP0bV1HffsEazbey003T3PZjhMEUoP4KyP4ZRyS0xzXRrGptdGlF4vXMJj6CJ22dl4aeAYkrL7mRsoTWYy2BLMLD9Dc/HbEjBMpJS+M/5iKu0roFCxp6ePLe2Y4OJrgK9yBwKTg2k/OVsWIX0DmszQ3N3JX4zfBrfLNV2YxzJoqdDjaKMbsSNOkflENKecOXGJZjo3hMe2s2XQNAGZ1CiMwywp9mKNaHzKn88ITFzkkdAIOC83aL3sijHKa1v5luANBps+fxepwEGmvIcysdgfNi5f830krSSlN4KQQou2NOLmU8hUg8T+8fAvwg0vPfwDc+kacG6Cuo4V3v+v93PSR99G2NEJiJs/zg1EqzjEaCw1IFFy2AierLtRsK+dlPUgwbFnqp7LU2OdVVD3EmWAf9kyZiDHDlTzG8rJKPr0ZeVRj8dgoFmHimI4x5alDt1pYaUTI2WfJjlQxzDmkw8tIVyeeRIkCZapGGMdEDNG4g7V4+HHoKQ7Fd+M0MxzTZ2kqGoxXl1MWFQK2JioyR7riZSY7Qtat0TBRxQTO9V3Fxo0bmZycQi27OR8QVN0WQmXwFUeACplOH2eTbViEQYsMsuCeYNbroqqppFw2bp17iXmvn2rRhVGux+JYiitUu3WGipBM7sOYvpz7tHdiEQASOV8zEv05wbnyBK2LqhQKNRhg2SE4GP9dJisgkdxR0WqztR31BJNW9s6fe+0azcd2IxdWYGoS5+p+ZlqgfbJEU1IhphsoQHjZPDta03T1j2GYCjcPNKEPzDEnA7xpYj+2zkletMVxSpX6zA6KlgVeXXeG5PX14HdiKdVYcK2yyprUMWYsBSyFJCkRpLLUzrSlRpMdUbJcUe3itpMBhpbv4p5IFAGMDywhpMcxpWB3wyZOrNzI1oFpZv2HUfFxQsawpBfh2NdAKF8PCNYMDPC2F4s0xNs5bzcYWPQ1JkOHOKycA0yymc0Ug7XO5VWmwpmiSa5oQbeeomc+yR/Wf4Oe8wG2Z9awQelHSEFSlPBWE9gUN8/4NlCVDoZnW9GkwZIVz6E1nUAtF0lFG/jK8D5+7NnLx6ec/Nbh73LPM/fw2NSXWDz+l2wrRDmyYgtf7b+bwbomBqWVM5Fm7nAIArE5rO4qEnDnx2lKRdFsNroWLSa/eC3f/KdP8MjeBZJDQYzWI7yk5Shm1rLDkWdzegAThX+S13N0MsFf7vo5fcFa38SRyTzu67Zy3NZFWt2FNKqYTjc73/lRHJdmg4dCWzCqZzDmMzTXZWkJTBGPzzGhxljp7cFisRBevohVke0snWlnUJ+gKdKHclGnMpEh2nU/iuKgs+MjlIaTpCoLlM0C80vLSCkpzDVydDyJUATpopvvqNczZ53EYiq0zTuxV0t0dOQJ2BJsWq6RT5f57qEaMMHhaKMQrfUiNPo10Muv9TrMz0/SaAZwWfxYlAAWRVJ0ZPCKIkcsi1m6KMCaRJWDisGWnjDBpshrRd1cNk6kvRMpJVPnz9DU24+iqq/tjzd/9i+54p4P/dp04r+V15NWagTOCiFeEEI8+ovjDVlNTeqllLMAlx7fMGTU+KN7efBfs4z+6HGauv0APLd3khlbhT6llsO+feEa2gXYixGqqRYU04pFlqjKLiyag4rIELcc495aXQrHGUE1W+a6XJ4NFh2lYuKeiZI2bVQyTpCSG21RItJLqvVVzHwNjleyKUy2tVLSvGRlinpdBWlhl3MNoxjstZ7DYip45DwLShBHLsOcxYNhqPitEaTMcDLzPAvWNka3127SaMiKT1ZZtWoVsVgUreLjuabaJb+rPUC5aiKEg59suZmRbCeOdBc2aWVcjaFfugHdmQR+I03Bp5CbtoE5STm1nsKpe5ja/15iiXYWZk6Tne2hkOzluLYEv8ygZuYwXD7iWh5lmZf06DyyoiJ1hd3+AOWQlzndpABchYUQghlrI+6SxoPH7639JqUZzPIswfgK1C4P7c0tXFgRZKwOWh4+WOPKSVvxuFJcTAVI2awoc3XMHPpD+o+N8ux8B51yjp3nLjLtmqUp10JT3k80PM5gWGdUeNFNG0qpjCo8WFp0VmdOUdItuJM1b/z4usXoWbDYTFQk3aIZy1V/Tu+GZYQCEzyXsXDemmFr/iwHlH5SngA5i5fhrgaS7cfRZYJMcRGv5EyOT32B5lw7qpQseHfSlKjyaJ/Gk/YKCdcMy0sGgcoYqfzDWFQLwdkGlldVdENhpGLSYYOQVyd+8QIXxu6i9cw01YEnaVUasKPxUrWHx8K7mLYvJ+11cp+8EYfIowvB9PgKogPXI4GBuMLpsqDfofOenqv5wpYv8CXXZ/jW8Of4RObNvOnYbn5732OELYIL7bfz2MqtOCslPhqoeee+0CXG/vQgHYkoNtPKtw88zJvEz/n94s+4/vQnGDnRylymji/pCv0IGiLHuKO8mye0TaieKt+64XtYjJOsXfZH9NS5OTyWwKa3kNiY4aVgP47EPKbNgdXlprHxdjTNC0hKCRvSlARb67D4k5RD9ViExpJiE8FgkKxapvGPN9DV1IyuSZTmJtKPj5C3nyNt2U9H+29hUQKUx9NESzUSrsP7n+ZgYIJv5go0airyUjTwM8sunnU5WVtU0VQHXgxUdT+Vip0PdISRXgtffWEQw5RYLEGKUQ82j8Y/PPQOjj78W7iDtXRxtZin0QxgZipoag9OXwv2Su3+GnY28o9r2kgBScOkyVEhOjlJSbFRVWq/97GnHuUnn/p94lMTr9UbfiG/qHm8EfJ6jMOfATcCnwf+7t8c/1dFCPEBIcQRIcSRaDT6n/qMwNZlGIxy6Plhwk12VIuCMTpNh8ckWW3Ea6mw/qO3YWs2UVBoK/uwVHwI4MTaNSh2HWlEcafgQkOacj2ox+00uDpQnEU2Jj1cuSNMvZJj0IjwQO/l+LQCq/UAEpMReZaioqMIB23Tk0hF5ciyfvK5OZqERlvocuoNjb+nhND7sVfCNJVNkmoAW8rJlFPBrij4L40MTeUky+pSKKNpKio8vvNK6tEZPFObv6CGAuQiNkRBZ/ng81TlAha7i7TFR8wMY1lYi8RgrJJHd2gUwj7UbJaBhgCmtUx+zkr3ugLO+i/jbt9LfnYlV577OGPPfR6kQLfHsHi6EEYFRTeI1TUzEnTyplPf5WPm/bjUJJmiD6u7yDHHQdIGzFpMVOB2rMzZa128sxcGGEmNkEjsw1Kox18J41tSz0SxwlHHXUxfbzJeX9vAhfsF2fN2ZrMmI2dDWP4xSet4gZe22Xik72Z+FF/LrD1JFcliX5Vi4BTCkcJrmPiStVlWophCUVVats+jYrBq0EchWoNJvmzfichW6fGPYHMt8NLcU0yrMwwt/zFF3caLWY2sf4h2Fnjcv52diSMIU+fZ67fjK9sYcP4jxcL3cJf3Uy2+SlUZp9WsMmSR6OkfoifO0OicYsSqsihrp60QZdbq4oXmEhlVcnXeypmcTmOHixV2jcV6D4YimdBnuOKfv0Yy4kdFoWiqDJphJh3N3BtYwTND6zmgd7Dd2IciJZWqg1TkAlWHSaZUYpNL565IG7+35q/Ztq+HZUcaOew+Q8udK5geOMdlHa18VYzji/0Qe7XM9oFjjLzyAgCNTfVsFFWqu+04KkXSrnneG72fdjnPD7WNKEKyqDrPPxx5L4pS5Y76V2jKRbGrZWZ7wvzOyj9HVkfpX/zXNDbezvrOIEfHkpjjtcgyMvNzXBYNCczMzNDR8WG2bH6JZHI/erpWeK5r76RiKaF7g/R5m9BSJhFPiESilojQj4wiJESvsVL3B2tJbn4Uq7We1ta7SZ86izAEC6VJpLBQmpvhFZuFWSR/qNu4xeNiU5uHqUyArLBzd3aa3t485egcmfR+Fha6EIkkq5fXkctWODNXa/QrxFw4fDr+C1/i4JM+HJd6EhS9QgMB8rFxTLUB4fLRno8xI4O0BAa5+PNXOEDNWOw/ux+zbGAxdRSgfflqrvrARygXaum79uWr/lO67j8jr4d4b/e/d7yBa5oXQjQCXHpc+F+s61+klOuklOsilwZy/0flyBP/TL7wEjHPMJM/eZRIh4e6nMF1vipjqU5Wdzai2jWGlRruvU9qWEuXCpg+P9ZybWlqLsyt89dTWWHgHDVYqK4g19CBXYeWYwcwJbjjM3j0HCvFHF00kg+fRj/kwDDn0DQLay6OolRL2O0eckYUp+pitXsVz3sNjqsGfXGVay68j8aKCkIwls9RUQU5axlVqLi0RiqGzrmGf6HnQpVzvRbsVgdby2s5+OwJkIJoSeXR8wZLF/JMvHgSkAys6uPtL6fQLCr26BqK3mEKihVLg0QGVJRKmQv+mgekWZqYGTiFwxuiZcOPcF/2GV7pvA+Hx4FuT9JkdZHIpEmXLLi0Cr9jfZDvJf6CkJrl5S0f56h3kmS8jUa7ZNZfG8KeqwheRed2YUVawxiKQkPSzs8u/Ixkch+WaI2Xyt4T4KVklqHOlXw59zcUgpcjpGQ0LDAe9wNgnnDiKEjuv6mTz7/luzit8FzXOn5oNuM1TO4ZHsPaeZC2fJieokpCBgGJWkpRcDn4M/cXybdk6J50s2X2CJqucyK5HCFhR8PLbFz3DG13PElq6TewW+doO1XAQCDNFEVp5b6uG7kj+jxXFXZzrGMt4biTkrWKKCeJFQ6wxGHHwSNsG3yRtCqYcLjYNfIid4qfIIXAPm1H1fNEnfUcRuXHrjLWejt1HV6adyjMKSnqlRDJUAvd8+NY7Q7qm7aRM7LMmn5AcEvsaa5QzxNW8pwymnlb5dMcsTSzYvXTZOtOkbRX8RWsLI2u5syhNcz/0wlKAwm+0/QwQ+uSuBZ0TEOnbdlKDjyxB2vhOd4+8BU6U1GOXhxGAp1Ni9lguUjSWhv5emfyRepEiq8X1zE0Csd3vo+HvNcyZzbwru4HaFz6ONc6XmL3unp66/bSWH8Lmzc9R1PTnQBs7AySLesMna1BtENyip033w7A5OQkQqgoiq1mHLIt2FwuQk3dzCf7wDRosNU87EYtSCqVYuzkMQqTs3TZ2jg0d4ix1JfJGWdZ1PX7LAwf5+i3ainPaGkS3eOmXIUXZ9w06VHqnFb+sGLl1pBAl1aM5DZ6CyrtIopeqZCdtlIurWNubo7b+2pR/xODC5RyOUpJkLqBbvEg1Gt55sE/RVisNQfO7WVk6FUMkYNQmpXVWr1hW+AwvWodh21pVMVg0fAFCnYnGgaqWWHx1stYccW13P3lf+aer3yTxp6+/5Su+8/I6+mQzgohMpeOkhDCEEJk/k/v+y/Io8C7Lz1/N/DIG3WipsgaQEUW0hx/cY6oRxB25PEpGjOFOla2BEin01yYH8VE0ikEPlcKMPHmi3hTUBt/6WKF5zEq/VYUU2JGz/Bwnx1DGJBLMmX6ueP0q2xvmma9JvAZdjKN+yhmWgAJehUBqIYkHQxhVGp5TCkkX3VITI8Vo7QJZ9VDIfQqAJVCjfTubM/LAPR6V2DIGNNH2rFX4UT/Yia8pxhLSzJmAo9w87ayl4ay5AtDJcrVKori5eXV1/Kx92+gw6oSKNSTrz+JqlXRm6rUm7VNZ1RBmtCxIUBiepJQdy3lZsgU5xr20ndznqT/NI2+egzDwJJJka3306QkeDawlgc3fIOvlU7h0WaJx9oQAprDcwhFJ100+R5l7ELwD8KL9HfTvGDn4QsPEo2/ghpdRt5bYdalcj5fYkl7iMyONh5Z8Q5MWc+hJX4mLqG4Mg4bP3nztQQCS/GpaVShMdOwmguRPO3zfuplmuvHTiGaD9KV3omvHESIHMI0UbQISUKc6spgqpIV0xdpis5B2kAC2QvLeOz8TZSSVpwNUVwxk9mRVTgMK1YWeMJYz5pzB7kqtpfrJ3cTs9Sh5QMsnqiBBo5172KxfxOXpbfRbql5t88Hd6KZOnIarIZEide8YumwYmZNSgpc+dvLueMTa5meneSiex4TwWBzB+7ZSWJPXsCl2zhsn2BWerGh4414abXkuNo2wlvbjnG3+hSncm08M3Y1yWgXWWcVX96OMruGqxK7KM/n2LtuiAd8z/Ke/g+y99ApNKuN0ydPErWG8BkmWmOOdSuWU3H7qYYaSZ5x42g8Tc6qYpMlWsUsnwl3MqBl8OVt6N67eNWyhlXpE7xj9lXsapHJpSrCGmDN6p+yZMnfYLUGX9uH6ztqz8/nPUgJkX4Ly3dcTigUYnKylvpJJvdjmmUKCxp1HYsoFALEYh14qzliyVojZkB3oes6hx9/CKfPz/ZFl3MqeoLBse9is76bsVNVHvrCbrxWhXQlirQrlCItHAqsoyoUdi0cZ2TqaYRTZdnpHJpzGNI7+GftNlbqQzS6s5TmOggEljA/P8+1bWGkJjgwnmBupNb0aZZqEaep2pg52AsqODQFxWtldmYGaSbIeeM0kOQ8rXQUwpgVK6erFra3FGkrTDGt1SJohEL3hs0AKIpKoLH5v6Lu/sPyeiIHj5TSe+mwA3cA3/h1nFwIcS+wH+gTQkxdmjL3V8BVQohB4KpLf78h0nv1FShqBKNqMuddwqvRBTwtJ5jItCARLG32ce7cOQxhElWhUahEFXA4MjirJYa6V+KxOCibU8QH3UjbRqo2G9bYPEMBDd2fAmEypbsY3tpNXSZDj+rDVIuk5BGKoooinPhKRUxNoWq1gpRERS1lkvGMYU0NYnVo9OQD6J4zNCszOIwi/lxNwZxvniZrm6Xbuxyn5sEsaFzsWMLRzrPY5RQTuhPDkmV5ZRFBKfhem0Kr4WRpYBmaz8nagI+GDh+b8zWYXD58Co8nRp3VwSrbENJqxWorg4AT46fI93iw+mNICaqs5TuHhkYRUuAN1jaGUi7yQ3Erf6fcxd0r/pbDw9MMJgfQlDQLVagWHGyxGZRcC6SqJoPSZO6qNE7gFu8NtBktdGgFzHKOcGoxyiIXz8dr/sidhTjXjo3TV5jDozVQtEJFsaNrAl3V+FzuVdaVJ+jPDtAUT+NNHqRiEVxxxMbfG5/HKwvcMnOEVkUQLgdI2GOAxKWv4QOnRxl2GsRaqiwa0QnkZlESFSxOME0Lj9uvY/j5fs78eBOxA3XMOzbjlxrzGpwot7Px2G6GkiHWLIyjSIOYw4tm1rZYIZ7npGaSW3wlu5ffCkBO83K6azUi6WXruAO3vxmEoCt6HgFYLApdETdCEYyPj2Pp9jHe4mC8uRMhTcaePUhF0RkSc0xoPhqVNMJuR0hwedx8YNebaHXFuE45yOMju7hoy1C1qmgVg+srq1BVlcdsRzh9dphrndfxV4+m+OJYGE9zK8dGxnEKCKMSq2a44bbbsRdzlOuaOTp3iimHn0C2SpOY57PhFl52Z7lp+ZWkVQ9//PMzLInY2JI4yI/iV9M9lMc/orF05psEAhv/p33Y6LMTUhUOIUkO+nA2jXPi5Ltpa3MxNTWFlJJY/CUU4SQ5E6euo4tDh6ZQ1SphxyzzUxdRg3ZceQ1RLjF5+gQrr76eNjGOLk0OTl/F88+bPHvgItGuCmFHMwulKVJOPwnVxxnPElZXRwhVJlhIH+ex0/fzvPcAlvBLFMs2XvCtISa9tDcXSI87qKurI5VK4cXAFrQzMptlfrhmHES5DWFWqbMMY9q2IZQiqmGgeqzkswKnXaLptb2WS0I49Q7OqDolU2O1KpFCUMaGBNq6lmF3uX/NWu/1y3+YlVVK+TCw69dxcinl26SUjVJKi5SyRUr5HSllXEp5hZSy59Lj/4hm+rWJDlixY8gCisxwWJe4m49yYb5Gb+xyxzh79izhugZGDB2/IjhSbKXokAgE5jLo8+0EmacaX87z44uYWbGS1ukZwoUiimUOxbASTi9wsW0xilTozbcQ959h/kAnhjmPTVUIZvMk/AFWKBew5aNEQ/WkzHmKeh23r/oGG1MCm4TnmiOcjl9PpBxFK9Uu3QL1jNc/h9AUVgWuQK8KJtvfQ7K0mIbJO6laKziwsEgGebZB42LpNKOZAfp8G5hccS0rbSrV6WnWFUziUqfkmsTrjWKaKovNIWxeK45AAWmCqynG/T2nKVb2IQTYLTVo79RUgjrp5WK55sEVrA6yFh+pagjN0IkZAiQM2CyYljnmYp00O8qk/OdBCpqlQrjtIn8cjlICLm98G3cUFyPivVillfrlHTwfy9Bm0+h6YYo/GLZx1dAAKxfsNM4bCKBtfS31N1ku0yovsHhoHsWUTDmmsSkqimUdkWgnX7Tcw/er1zCBxGLaGXem0SIZtr9tHd7kSQwh8EgNdwm0Sh6RruC3lJgzPVSCTlzNRYxiirH5lSy4DFrLOuMWK/lKzVAejLXRaC6wuHwGx0KCilcnZ9fZnDvMC3qJjiKMd7ciqdEMjASaWQiUaB0MoygVXP4AkVIMIaCKRJeQTqdJp9O0tbcxuirIbMjJye40P408xcNrD3DSHSVVgVZjAUs2hayWuO36awk3tzAQ6uJjlp9gIBGxW6lrakUAJZlH3NHIfv9RslqW0ZOdHBxNUBYWhooCtZjnrne/i5CwMFNMc+7cOZpVA7VUpGioXD96iozwMODOs8ed58Ptb+WqGz/Os03XY1bLdPlUVEy8bdupu/F52kLfpXI+ix7/JUzzF/LA0AJrDZWz6Iy91MSs+hEymVO4PX+Px3OKeDxOLPYSNmMDRrWC5gtw8eIoy5b7sLjHyCWSlN2zqEkDayqKUFW83YPY4s+jSIWz6Sj2eBn71DCdJQULGtHSBKZmZa/ZjV2FNXOv8p6/+ypuu59cdYAnHM/Rbs3Rj0I2FmCvWEqHEiefyOO6pDUXFhZor3eTS5aZujiAty6IMFrRc4+y9OZuhDRRS03o+RSqz0a1HEBzWmkqJslIB+6ZeSZOz3IiZENVBBx/jo4Va2jWYwhg8ZYdb4jee73yetJKt/+b404hxF/x/xP6jKNjSSqqAEzS9pcIiXEcgSlGo0sRapYT07uZmprC1dJHXgeXAqZd58H4dgA8WR1v/wRCaBRVk5L9PN9fuQlfPsfvvPAIKRHHVqynW7dTn8rSYUawYuFQRiUX7wCgrOcIJ1MkgkGWcYEKCxSdTvaLfTSWPHQlmlg/b3DeYjA8pTLgWkykEmPOGcFeLTFntFAMDJPt3Ueruxe/1UFVTJGbeg+vilVU1BF61WUoCH5sz7NsYYZjyZdJV+K8Y66B6BNPc+FHP2UJLi5WFiilrPh982Qrfrwii6dBR1EhP++g1Sp5T0MAi1qgXPZjt4LFsFDIC5qNIKdnTiKqFZLUmpCKwoa7WCTncLEzJ5jTNLr9QWKxdoQC1taLSCTL0CgWhiGU5MNmloKRYdPQR/AN3U4VnYlCkaHBOPXnz+PI1nFvY4GwHERUrTRHHQhNoaGt5o0NlxopAfYsHGnrRNcGWeKAbGQt7tQwh5IN/ItxI99PXcWRajspLcdUe5IVl7diW1VLYfQNTbHgdJCZdiAkdMo4M6aX67Tvc5NW60b1BZrR/COsLseIqQp18Tk8DU3kKyrjGTe7juzGUSxg+BtJeCtoWp5brd9Al5IbTuUQgLBARD/Jq8vjKKZCan4ai9VGyd+ClEBV8tOLc4yP19KMkeYID+d/ijf6aY73pni+7Szfy/2Uc7UWFLqmDzKiHeOpRc/zR89+lL985C9pcQzxj2En1tDL5FL9NCVrft2FzmmC/fVcCFxgwJvhuNGK27zUea562Lykh2BTC/aSJKVKTp06RTGRwpGbQJUGL4ia4nrFN82i7DoSgbs4MlNgTg1wWfQVcvufBKuDxc4yjuZlBK9YD4og++r0r+zB4UKJo3snWIVKVgoGnd18fu8y1q97HJezn96+/Zw99x7K5VlkvhuAi1MzOJ1Orr/u91i1udaPO1/eDakqWiGHNehifOZBhs69hVA5RFybx7JwmiXdi7j56rsAWChO8LC6gbjh4AMbG3AYRaYuDLDjrjvJOqrMebPs6NjFezsixCo2Htc200wch1ahMFO7T+bn51nXXuvRnRy8SKSlAV31UjXG2ffoj3GJk5jWDorZPPYVIQzTB4EqS0tjHFN7CTZ2MRg/yoFKiW6Xjp6cx2q3ESzHAUHvzm3/RQ33X5PXEznc9G+Oa4AstV6E//aypTvMistrOT1rNsnljS8ymW3iTKEFryfO+fPnUHQbhSMW/GWBIgRrLYJs2YFEks1GSCy5D2+jga6Ps2hYJ7kojCkEIp8GAWqpHhlpwKZX6TPCmFqMamQ3ZSoowo0JuEplsu5mRoyN5D1zWCoVEqKEJmFi4H1oUvKqXadocSJVQV05iikUGuJpFsxm3JFJjlmeolTNsDq4A2nsoywUpiwS6TRYXQhwX71K08x5ArOT6Gaao+zDrUtui0Z4Na/hEBrp7BnKhXrc3jS5go+CZsHbVoMtRs+GiVXdrLLUipDnFroRFkGkFEEgaDQDBGUQi6njutTU/kq1C3u2SNbppK9Sa1BbN7maUjaCWbbQ6E4yr0rayoJMbpCloSIzqoUT9T+h7B2jLreIaV2w+9ujvOv5LNceDnEgb9B81sd15mGCZTfNUTuZiJV1w5PYfGWimuApcTkOWSUeGkORJdYqKko1zKNBwbilk3dYn+dmdR9njAizk/fwgnUplUKS09khOrN17LVcy/uv+DSTsoWIkqSvPIs0C7znUIJGLYrbYaPo8+AVGTr1Cr68hrVaYcutb8LrD7E/1k5kcAbsKrqzDdVZwizZGIhdxmlhcIWwIBWwYOCxnafgquKtq2H5S/kc2bZVr92jPzgywdj4GFP+Kd63/30Mz/4Mj3Mjnzp8M+95qoO9d7xCfWYndTKHt1pkq2cXW3OrmXSmecx4jG/L8zzvhbstT1BnlTxQCGIiuCDO84NzP6AqJXMz1+DSBNfHamgkvSLZ/uZ38uSTT2KvaCRUwdDFi2RTcXSnyT3yPkBSVspsVTs5Pvdm/vlfz/Bnj54FIGXxsjx3Hn8wQGq+1tSpeq04V0YoHJnHLNSQOVVT8uFz41w7U2H5JXjsBU8PlUyFn49rrF9/L+Njm6hWa0wAxbgT1WJhYiHG9u3bsdlsNPfU0lSafxmmNFHKRUoqnD51G5WKnZ5skLgrjeGwctMffpbM2RkylTgpdFKWAEG3lQ9dvxpvpI6hw/vp2XE9I021TuU7l9/Jbe9bQ5fTyqFyP1JCqCPCzPnT2O125ufnuaE7gkvPYWRTKJpBRamx76YX5lmwT6DKWt0uGn+RqmKlGJynl2mOan2sWrSVuFnkXLKAb+IYAIMH9yOlSXOgB5vb9WvRc/9ZeT3G4dtSyrsvHe+XUn4R6HmjF/abkp3vfDNCeFFLgq7gOF8//j5sUhAuFwgP9RBKrMOIlnhAKVGVkje5aoqvoNowTZVYthX/xmnAwMw34p79ZxYiEVJeN/WGH5vQsBs5bKZGk1lHMnIc61gFw4xityoIBJopafAsx+67jlZXhtaJcUrWEEmjii0XpKQMk/SquBwxrvTdS0u+xtLojxeJKREUxST/SoXKqfsJ2OrpoYaFrgjoc26goMFPM2naRIJKSQU07tuyjX/tNmiWEXZU+jGkFTwVYAAAnQpJREFUST53lrR1JapaQlVM9thuJ9xWpJS1k532cG9SxZRgmgI53UfX2T+hsRgGDDwOK2VTUt/YhKVc80AT0oURrZBzeThvtdJoSHq3XUlPazcL0Q6aPZNM2gr4yoJsep6gt7axrJ1THGj5ET+jzNccFR7bmOHe7TbWuxU2rfKAhNHCLvpCTdirKvMtNpw5k0BAUM5JKk6TTfIUjQsHqC+HaYiu5pBN56ivhbcPPEurY46vWv6Rd7tP4NaLJGbfxa1ffZSXZq7izORHebzzMjqtMepLc9xcPITFKHPlyDPsu1jlKwNbsVtambfFWZ0dxtSDhNK1SKl+UQ/bbryBTNVOrqzRExhF0xL4LRaEFOxbnuCRZQ4apUJvOI9eFWQccbpLkm1veS9Xvu/DlHJZph1NRHxVwq1RJuae4++jX+Fg4CCNribyjX/K1Sv+hNXbLwcpmTo/xEzZQWtmhAZHJ7mLZ/mE/7f52dDf8oHRO3lzwzZ6lDo+koxzg/oiY0JwyruU8dkL3DtwL83VD5A2PVw29xzNpBHSxL9iCxeGhjl58iTN/haqQhCqCJAmK0sTCKFzILKX+tY4f3PPj+m9oZOWlWFm0zWluujKW4l0dJGNLZCYmWL3j7/LwYfuw72tGVk1yR2qpQD/dmyO/EyO7oyJ15/DYRRJ+FpAEfzTvlFUVcNiuZbhi2/FUbib+MQsON14fT7WrVsHgCcUxuZ0kalUyFTjIE1KSgi7PcA1G5cRmegHAcE7NgMCOVdhvjzJU43XgxD83ZtWYrdodK/fzPip4+jVKiPNeRoSbnrqe1A1hY/c2E+66uIZYx1ub4WZC+eJBAPMz8+zqc5HvazRuhTieUyjBqtv6O2H6BReVwqAh7/7M4SlSpVahHvSuoKmUhuWzhuQQqG1NM3yXVdz9e0fBmD9Nbe/AdruPyavxzh8/XW+9t9PclFKP7oTi3CBPcOjY7eRKAe4OWfh5rkV1CVXULHO8nAgRiIySqH9KK6kQbPFpCxriIJcLMipujUompOCkmLdbIxzS/oouFw0jI3TYDXRrVE6jQYECpm2VzBmGwHQtTI23UBXVHp9/fSHe/BV1uBOjiEVld3qCAIYacoiPRakdLPh+BmstgoWWYWsSlJ1kzI8dJ1PMVs8RKw0R79/DSuMedagsj6v8XNXHoeexMhOUCaB1eLnaLCVfD5DdfYEHuEiasxTljqHLhHYebxRQjs2UyqfIZsKIsuSzzT9DZZsM5lMHWvy/biMJuqKdRi2FOPhMVBU+lasBP2X83LLSajYbRxzWtniasV/TSf9G5azEO/EouoEms4gEJQWejlsaOzSEgRDMfYPLefrlDlUrXLa78buyOHUijw59Qgle5zjxRsIWaxIJCP+eb6q30FDKUE1Z2Fxy17OWhVWTq9hy9xmDk9u5hWHjqy3cuXCc1SjNUK5sHOSN4//nFD4EQYybvKZtWxIHebrr/w13/+9O4g66sl56xiXIcz2ei5vGMXtt2BtWoTPP81qc4hzynpCaSumgHNP38WpCx/DsOhIJF9crPBqaBAhalw7gdh5kt6TDNsm8JbOI1EYVnwkhJ0fmg/ytdRPeWzrLCcDX6DU9BnK7r/DEfkZKUrcHbmbT132LQqWRazyu1h0yzYUVeO5o4MYUtBaGCNobaBaLvLU1KNMqHFuK+3i6ukqH2uyc1BZxQfMn9Ou5TkU2EA1o5LPNnBhpI2VlRE6siPopSIePUfK4uPxxx+ntbWVvvZlKKaCvARQ7Nbm+VJgCVeOGnTEavM9Fgec5NrctAQcrOsI8MU7VnHD73wC0zTJxqIceeznvPqvPyKtx7B1+8ntm+HeyRhfG5/n42kNFMEzQ3uoKy+gWZ30LAowPZrmQrpAfTjM7Jxk348PMn1xgKLQ2LFjBxaLBag1gYVa25mfGSGt1pR0a18/773nHk58/yyBxAKaLpgLlShPZ1BNlR9pVqatjVjsKpf31aDp3es3Yeg6Tx94gLS7TNe0k3KpVh+5aWUTIYvk++a1NFfGkKaJq1pifn4eBUmbSGCgUE7akEYUu1fQuHkHmAbOlto61cIWbI4qdcU0FakSiqzFjFVYaFmCQ5XUl+ZZe82tzO49DQhar1n7Rmi8/5D8L42DEGKzEOIPgIgQ4mP/5vhTQP1fve+/k8wMn+Urk8tQNcnJ5l5ORpfTHXmERZ5ZNMUg47vAsVX/xKjpYnHzHLH2e0FK3qMItrfVQvCJ+GIyQ2HCfQlMM4olvYuFhkas5TLdx54jMPMMUtFZpDdQVWPkrJOUZQVV8aAmC3jzRe7rvpwT0UGqA0m6K1sp2PI0TM8Rs00RdKV5YuNWnGqFQtFB3wU7c/UNRKoxsgUNKQR7D2ymZR4Guus5nn8Vm2Ln98p5fluxMy9M7k/nWVw5RveEClSQS9uRQrCuEES2RMhZ84ymjjPjbOFMLIxpqHg8MUaHDqNaq+Qrl2gADj6F4anNHv5c+z/wzOaXceo+8vY5BgZq2PGWjk4GXTX8t9WZpFJWaI8eIacqbGqp1Wq6u7tJpyMUKk76G0+iCJP87HLeesHBNQ2HkVJwJtNPyGaCMBELFq5esPG44zio0Ot8BiGtnN+7n4LfwpwW5T7rTZy0rEYCUwuLWNBXYwiduB7goWo9rbJAeXmYR7Y0s3rPKFWpEqhG0VB4p/oMzp6/orH5X/jE/gfJNxZoCAXZ2mTBIXTGZZg32feQlu107YoxToZwJYMpBS+ELiOUsVNwWDm9bycT529BrVoQCO5++Qru3H8HFULoqokllaD99AX+sP0rDARqfR5KqYm0pnB07hjjuXE0w0EltZor6t7P3132VXKjH6eY/BR3LL2DU7maslrhcWCx22no7mXfeAaL1FliSoqiiK+phdjAKUo7FPLhczRevIum3b/LUc9aGkWSq2zHqQoLQ+JKmH83AVFk89zLoChIQ8enpzk1NIWiKNxxxx3U+dq5IbqLgqtWKzhl7+JP3/0PbN38IYaPHGRu6CK9TjtzxQqjsTybu0IoiiDU0kr/1p3/ZrdZePYbX6W6sR4zU+HZV0bZ7HWyfqKIrdeHMXEWq9BJ5iu8e3ULwpB84dUhJg/uASEI9a9AGjoWr49Vq1b9yj6OtLUTmxwjrcZRFQt3feC32POPXyJnaYfqNIvtizi0cJjYoUFeoMqLjhbClShdbb7XPqN58RI0n5uvjv0LrrKFjlkbp56rkU9bVIWtLWFOyU769FGcHjd6fIFKpUIqlaK9EiVuDaIXIkh9HkekQDSbR2loYeJUbV/owkB4SiwuTnJa6eLmUo3F4EA6T2t5jvb+JWgDJonsLP5IA1an47+s3/6r8r+LHKyAG9AAz785MsCdb/zS3njx92ygd+lKDoR6eUm/jFV1R1ik7aFz07eo1h0h6R7jeL4RicL1Gz+M4hOUWya4yrAQajqOEBJZsDGutuMI5yl0LiEX9CHNEkWLhROd25m0pXFVFOrxkvQNMLevG0PG8SoGVQWGvK38aMm1jEQP41yp0VrqZSbswJfqQTFsTDsv0JRXsbhr3u75ukXM+pupLy0QrZogJd5EmrIGJW+ER4MVRnOn6XWuos9U+ZYs4qlcYNNIjow6g8Pq4VREQzV0orHjqGYjUWOEiexp0v4Gyt56Cgt2fN4oxeIl3hh3AXuoyvjkccxiI3Oz3azuWM2L52u8OJVsjEK1Rn5XSSU47V2CIk1Myygg0edro0Y3LH07AE6nE39dCwuxNtojZ4jYqqRHtzF/qhtH5z6ORZczZW0mWDyO4k+jzhRIRA8iZZkPiR/h88QJNEpEOUXeacMUJre1XyTjqKfU3MVCqp8x9xh2dYQXKj24pOR6ZZD2YpSHd9xFstXCOdFOb3ma7KJNbE9IhFrihqEyzgqMt3by4F/9kMVmFClhDjcWw0qm9SYqs7swrQm25k5zQF3CmfZlhDIWst4qwn45VqMDkKhKmIIcQ9d8BDK9SKdJpaKxp/ElhE3lG3O1zOxbZ97Dw4N/z7dOfoa/Ofchrk7fTXn+Fn5n3T1c3bmLtmAjpbjgPE5OZYu4VYVORy2N1bpkOQMVL83FKZb61pL1V0haXaiVEqX4V1hY9wOKzgzWioMNHVeRki7WK4fYZo8yYVlMoWhj1/RT2IWJQFLoWIxXz5Ksatx00034/X4CajuNWpm+uRr9dsM1f4TP38Ga62/G7vaw7/6f0OuyI3JVTAn9jd7X9tfyK6557blqXcaLVic7o1OMuRQ+Piv5sTuMzFY5riawmhVaOmsRtUcoOL1WXj01x/zwBQByl/xRIxFjdnDgV/ZxqLWdcj5PIj+D3xIhMXSO6QvLkIVXsdjsXLHkOkbTo7x6fpi/kAUaS7O49ALrW39J+KwoKqc36ESVDDuH2rDqCiP7Dr/275v76ylIB9MyQmtfK6mxYZCSudlZvOkZYrYwpowgZQ57MMvk5AXat+ysKXkhUKvzlENzLDNHOar10TlVYCZgYSpdojE1yJL1O8numSJNjPru7v+MOvu1y//SOFzqhP4zYJOU8s/+zfH3l6bB/bcXp9NJyNHAHscSmlxzdLc/QLNaR+uZD3NlaQPNIYVqueYFr2j14/EsZ77hx2i6k7aDnyZp86Mg8RYEpxeuBlXDMTlOOHEeVVF4esMqplrbWBVXUIQgXX+S0lhtuMHSuWF0TeVk6xKkItjfuoTkj/4KQwoqzutJhFZTn4yTU0pcM7SXdF2tUej+nbvIOb2EyjEqgMjrKOUw53rsTLeNc8KyjTOp41TNCpNKkdHyId48M0peTGG1h+m84iSDrd30peKcefeNfGy1i9m5UVA0rB4nlXKJYON2nK4kdndNqdfXD+NsKlGYdxIdfTcORxNvWfoW7FkXopKhfsSK4vXjdDp54Nmj5DQ3DrMApoV26ywLmTY6SyZW85ejx5NaiFy8CU0r0dBwaerdih/jciR5ZnQXplBZkpnB29aKKJtUKi4+Iv+FAesyNnzsPho7a2mOJUtrCujiwgVQNXRPgEJxmIW6MzxTuRoTwfViFt1aYvPFw1QdS6i8+485r7WzzBil15zkwYY/Zku+yOLROfJ2eHPdLL7K/ejJi8zgJWTL8MxkK1e8922MJ3z4vQu0s8Be10b8mSQWXRBvKPPOTy3H5blAY3cf17YeRFImq76AIx+mavNwvC+NLqr8ff9nuUz8AKua5ufuw3xaLXLaK/AS5M2lHt5rc9IZdGIYBtv0YYSEP3thkFPZAss9DpRLfDqitZ+0xUdXeQ6n5mXeqFB0eFBtsHBaZdXab9Px+1ewr/gYwy8/wDO2jeyonGSXGCdUibMpcZDGygJOnx9pGFj9ITyiTEmx0baoF7NqsO+p81iUFIFqutYMWKg5AVaHk/U338HoiaP4FqZRLjHDLm745TVOTNQMikQQc0zxxK478MXmaLysGW+0xMT9B8Cm8tjZPehC5U/eegVeu8bjp2fZ1aJCusrUle8gEomQnZ+pRRBuJ4/+7RdJL8y9dp5IawcA8eQ0AWsD+/7+OcoWG1VznBVXXsPlnVcgdSefK0qcmFy38Awxa4hrumud/1JKvrfnexy0XGDZiJd+b21gV2rul72+m5bU0k+HzMVU1BzlfA6llGdi8AKUigi7TlmtpZDsoTIQZVHfYrbc+XaQEncoQ85WxCoMTqhL0KqS5xQdgaRfzhOZa6AqyuQKSeo6F/3HldkbIK+n5lAQQnxJCPGkEOLFXxxv+Mp+A1KqGnxuTwwFg99e9R3OlQ20dCvOfCt+6eJN81mMUgtCKVLIHieR2EPRP4jpqGDJt3DGU/N0OuNzXAw7qPpeRctFscVbKCHpMWcxVIU6+yLMfBTr/SOUjAqq8HH08ncCUOf3IL0Whlr6SchWXs7qBEpbcaV2s+3FZwinzkI2TXM+ibQoDLo7aVdmqCvHALAki0T9dUx0Luagw4/U/VQVybPTP+Bg9l6umx2mImdxuiP8oOFqvK8qDFu62dQb4O+XdODq9jBZGMLlaaZOKWDogomBeRRFEgjOIiVIuYvJbI0hNBEbIxwOs6VpC21RN87RQRRDwdPSRiQS4cmYE381hV1N4i8HuEE7QKkawV1YzMCePa/99geTNlKpBgzdgq3pKHf+dhPv3BlGChcj6XZsikFLcpqMU6IqkpIOJy0rWfcHP8dus5GOXcTw1JGbs7N1fiuNxdq1sFbnUBcSpMfey3w1xNXKNEHrDFsabPizVXYMnuTCzCwTtmacokwqqLBq39fRY++ga9RkuMtKhCS9DNdqAtUQ7dV5wqtuY+i5oywoGZryMYrSSv7cPLc9/zMARp1xpibPkV6YY831N4OziXZXCpGbo6we4JW+OGlXlfYcOF58Al2YmLYolWo9o61O/iQ5z3PRn3BUNbm7rBH//lnOHDqJJTPPonY308NJTmeLrPDUusGr1SrPXajRtyyvFpgvjlOyOVi8dIRwf4bUqAuqdVg9Tja9/52k5mY57ejDLqrkCgO8bfo+1qWP07FyLVJKmnr6uP6GG2gK1RAyZwcneOKf7ycZ3sc7ky8wYjSiOpxcuHiRXzD2r7rmBhxeH+MP3YuW1dE0hfbQLxE2h+5/CAnM1TcTSC9w53Mv8+af/xOx+GFO5/bwxOl/5JXUQ/gnzxIPtNHdEOQDl3Xx3Ll5lL2Pg4A91TpaWlpQSwW8dQ3c8cefQ5omD/315ykXasCHUFttVoleLROw1WGxrkIpPI0QgjXX30KHt4u62Ccomw5CTfdhWg3ymosNrQFmZmb42ve+xjcGv0HEiLBurI6m+nqEcFApG699l46QE78m2W2uwFscQggFj15mdrAW2TRasxiyNjHPESrh9c0TDmdoXedH0VRS8TjBUs3Y+JxrkEieSGRoLc2wun8l+mCWyiVOvbpLlNz/t+X1GIefAANAJzUSvjHg8P/uDf9d5MX9Z5gRVq7teAGfFmOyqrCCWqSQtZWQ5RuxFduwOMc5ceaT2Kx1gA1RUVER1Gm1/5tyOEiGn+TROh0hrJSEYFl0GlOpYpUqAUcj8UKcScOPKZO4HfBgurbJd0zncNtUli0IDrXfhgTyga/ytase5GI37Hz2HPZigqvOH8LqkehxcFSqBKpJLEYV10KG3WtXYAZKzJavRApINtvI6QmMhRSGTFHydvBi80YiFoP5xlvRhYVOYy8WRfBZrQhmlRZHDyombqPCzmTt8qqqQankornpRky7C83ioDA3SSgUYv9DD+AbHcewmzy2ZZZULkPWFmFK8bMyfZqSR+Kuqvgcw4DBbGk7x/bvBSCZrzCQhKzpIJVuJF93Aic2otFn8AevQ6JQpxZQkLREp9imqrwgW1j8kQeYGB/n61/7GicyRQotbUT1iwSMADlfjmvvuJZz6kX2em5kptDCPW1P01axU1Qk+q41nPWfpW9+ksr8LKV8Lf0h1CwrjsKdr/wMRwXmvUH+6dQi/jVzHbpQmDADBGZm2XjrLk6ePI3XPc/O4klesq3n+MarCCSjSCFJeCs8cd8/4vT66Nm4BSO0ge11IwhpsNAzyZwvyrZTIaoFJ7bifRy0hRC2BQrVCMJeJi1tiKvfzh8YeS6uClAZy+B+LM0KTzffuH0NODWqUrLS42R6epq/+7u/46Uz0/iqaXzVNFE5xcqNTxMOH2H7HZ9ESsnpF54BoHXJMtrXbsA2GGWYJvqYQgDd6zfTtWotuUSMLW9+JytWrODO226s7Y0njjJifZzrJ09SxoIR6MMdDJFMJllYqBklq93BhlvuZPLUcey5CnaftdbMBWQTCdLZGco2DyWLHWt9HZ2jr6CqHex/4Cecjx0gbGtmJjqMX8/SGnChV6u8a30jXlnkoGcVi9s8ZMaz0LsUh6nTungJgcZmbvrYJ0nOTvPE1/4G0zRwuD2vdRI7tRABpUpVidK3eTvecB2vDEYZSTq41Zog6jvFs+tm8IVN9r6ym2/+yzd5zHgMYRF85/bv0LtqA8NHDqJgoWrkiU2MkZqbJZ9KsiHs55BcTF91lKa+xajZFMnpCTSrjbqKgjSiWGx2NKfJokVHuXDxbk6ffS/2UBaJpKc4w0WauU6r44wqmZGS3uwF2gt9aBEHOXfNeEQ6ut44pfcfkNdjHEJSyu8A1UuppnuATW/wun4j0lew0xcW3Nj1LJNZhbqqSXNiLdKv0/q+dWRwkK8Guar9RTzaJGrwE9SXb0EYKhVhcGvKStLuwlMoocS9+O27sNms6MYkVTOKYqq0mxEUVE57fcT9NSy7bVkbjlwN918s1nPXqGRD2YLNmWWzt0j32DmqmiCzsZmx5V52vnQQzdC5o3yATv8Uy48/h4KkoTSPIq1kQ00MB8oY2WWoXgVlZxIhHIDKrG8x3w1dzWzFwcptaxl/70cAaEjdS7WaYe7cKYSiICL9IKFBz9BQTmOWaiFyKtVEacqFgoLqD6NkUiSO7efAz36I7vYzviqGbtWolA2ena1iMyr056dYUiqQlm7mQwaac5ipQhdRveZx7huuNflMGn6iC20Y1iznpz6PYRRIi1sAwSI5h65qbD22m2sq5ylj4fGTUzzwwAMYuo51YYrLVq2kKbOdWH2RQ/WHeDDxc84o1zDhbCPiepy+0XYsVSdSCA4MHWIyMom161I+N6MxL/20l+YZvnwFHVOCnAPe/9WHWHPTXeS9XkbVEAKTLf1L2P2P32XKksVtz+IXeQb77uRgz2rsLe0YVgWpwHw1RiGT5nsf+xADccFc0UPZoVMemeF3lv02i2bcBDNW7nXW8ZIaQrUuYJgaSaPGuPmzmVoRsv2KDtLXusnJIhui7TQeX6Cxr5ZWLOYrPPHEEwjDZEaL0GPESVXm0etPoCgQCX+B9t7r6Fy5hlMvPMPk2dN888PvYfzoIRzxBZ6zrmGtWqsVda1Zz6FH7qd58ZLX2D6X9dW88LPVMZZGp+mUsxzc/lVksUi4qZYSvXDhwmt7aOVV1+H0B9BTZXS35bXXX/r6tzAUmG5ooj6b5Ob3fxSkjoILw9Cx2O3c8onPcqS+hsqpDJ/hh5/4CE9/+S/YHNvHvBZic0sIUTX57ukZqsXCa+mWtmUr2XX3Bxk9foT7v/AnxKcmsblqEYspwjRYLSx3bWPtppuQUvLs2XnsUvKBciNXnGgk5yyihr7OM3ufIdOXYd46z6c3f5pOfye9m7eRTyUxZAZJlh984iN853ffzzc/+C5a9DmS0ouQkqb2HqrpJEZsgZJqwVbwYxpRclY3585dRbHwTlau/A5r1/yMls7LMc0yK/Uhjmm9dMarPOc20UydyxUH7oIH/82LWJgYxeUP4PK/YcMv/0PyeoxD9dLjrBDiBiHEaqDlf/eG/y6y6No+PJ4TWNUqJ8rQVoSg2opzaR3u1gCTSwOE7AlubLjIYLqOB5+YQp3agKEWybYKtiRNzofXUJJVNkTXccPJBaS4DjApJTupmz5MX9ZFUc+Rn32RssyjKgEGpjaxs1gEFEr2FqyGzv2uMlvcIWyNbpSoD5dh8mR4nKW9IVJLlrPixCnshsJdJx5j5clauNtgU6lmTUDlucYPI4om65hlWWUUo6Ge+cZ+hjztGKgolSLL670cTOXptYNTxpmff5Tx0ydo7O6j9bLFRKSXbiXLU6Fbqc/U6g0z0z1MvTyDTzpJWSwI02D+9HG8fctQepdTVx/GW/WSk1bORDWW5YZxSJVN5jmSeDhFmhb3OapVlTlHhGw2y6tDUYSAKaufeLwFDI2s7RUcjnbufXkBBZOcxcZzu24nmIqRShyjxaPx3ZfOoigKSyN+7MkFtlx1Fcu3t2MdD5IpZ3n4oEqqvJxNiYPcNlHHXHojXZZaeWx0YpRNTZt45+2382rvKvb1ruSUuoil1VGabvodZt6+mdJ7b8Th8xNctRQFGCkEuMYSx2bOoZt+pKXAsuQIUzLM3OKtWJHI2AI962q+UsELm25/K5G2Tuamx/h8OMhgQ56GhIP1Zyp4LFVaUxYuugRD7gwtSq1fpWBx0V/vYjSWJ+Kx0RF08PLJvextGqLYNkDupRm2KUOgmzz4yLPMzMygK1aqioVLqyDSvJmjR24imawxFK+8+gbyyQRP/9OXUVSVpu1Xotc1Mzur4NZq/SRnn9tDMZVjy5ve8dpcgPJEDIeoUDAsXKkf46G2D3PdFbeTi8cJ1DfQ3NzMwMAvC8IWm53u696EYQiyDoW8YSClZOT8cc4u3sFCqAFnJkFL/1I6+tox9NpIy2qpyGPxCeqSU1S8Ye745J9RLuSZPHuKFWKOdi3PQweHWV4ZQhzcD0DdJY86oxtMrNzM4Ac/xdl0nh/+4e9QzF4ioiyZzJXG6PatQf95lMm/2MeTh8fYKBVE0KR51kLo4tUYxHml5RVerr7MtR3XcsuiWl9v76ZtvOMvvkwgUIOqd6xYwbUf/n0CTS34MrXvfchczFx2BAClWqa1rx9RbUAaMRKBZuoi21m16v2EQzvxOlczOZYGU2I3K5xR+9HzFZ7N5OgqjrHOuwnH0hD2ngDRsZHXvuP/C/J6jMOfCyF8wB8AHwe+Dfz+G7qq35CcHRpjhecEuYqDQ4aFlqIHRai4ltTYMYca7Ly17+dYUMlPL5DIPIxl1E7Rd5SfOi9QUuDGOY2n+1vQiFOwNpKtm0MRLgrMYRQXEbG1MJE/R0FOIWWOOlcVa9mFtBdAtSCEgnVznJRXwVuBodHDZNds5pO2nZxzaPwoNMGyhnci23zUzc0w2bWG+2+8lopmp95eoVIxKOUNzLgbkHRXZjh9/Cpy4WZ2u1eyzB4FKbGbVVbUuzmcybM5GMLjXsrEyM+YHx6ibfkqlm1qISIDuEWOe5uX4p3WyCXCFAoh2h0NBJ0+DI8fNRih2NjBnMVFR2cn69u246l6OK/XCnbL0ydRFYFLlKlXJ7igShaFaspo1Ayx/9U9vHIxBgrk3BqKYqWcqEVU8wMKh2d1Qkoe1bmYM4tW0Lj9g1hsVhoS55go2dl85Q3MnTlJU28/dpeb5TtbCRdbqMR3UE1s48p6D+syF9AqGbQbZ7n5bz6Nx+/BkrWwtXkrbW4nW5Z0cKKvm4uWFtpZ4PzkHq747HfZ/pEvAfD0oSPksVJ1R3jLMjvjx08S8yjUh2Ns0s/zrGctL6ZL7KJEpVhg0dK1aIpG1y1Xs/Ut7+Ta3/84g2+v42JbjialhCJhz1NPYdeq+DN2zjkE5+wWllOLHsumlV1LaspoU1eIwcFBFhYWWLVunMnur2A6Stw20IinlKc7NY5qz3BsqoAiDa6x1rxpp72HcLiOEydOUCqV6Fy9FofHSya6wPa3v4d4oYQlNkOzqXFY68epVRmPj1DqW8tzD73KE1+/n2MPvMp99/8AryWLo1zhadtl3Hn3FyhmM+jVCt5QmMWLFzMzM0M6nX5tH4numvdvei0M5UucfuQZykqJfWs34K9rACnJRBfoueym2v8XQRRh58JPvk1LcZql6zfia2ikUirhr2+gpX8pV5ROktJVHPkk26f2IIXCQ4qb244PsuTV07z/7BgPSwcP3vZ+Ajuufm1UZrp4nL3zP2e0Z5Dz5mH2xiZJS4Udih21uRaZZcvLWDd/JcImiDgjfGbzZ14zjkIIGhb10LexNr0rv5Bj6Y4raO7rxzI3gEOR7Df6EcVBPOGaIV61fiWG4gEMor423va2t9HSUvOfX/ze46S02tpyuhWnWMMBdHJS4fpeP023rsZ/azd6tUp8evL/mZQS/J9nSKtAj5QyLaU8I6W8XEq5Vkr5Rk6C+43Jmak4K8NnGM9aqQqFzlIHZaPIVPwIALH0y6ypP0Vk+DY6z/wu1yQ+iV26eWU+SUw7xlONFq7PCe6YOE796ErcyQbKjgLFUAgo0+AMowoNuzrLTa0JPtL7KuWAzo8iVdLqWRSzdkPec+NtLHfVcM/TiUF2vvv93PKOf+BG7NwfkJzyfosNnq2MRarkHYDLR6mrn3KhxkkoslUsMws0yBRWqVO2WniwuITVfR1YLJKQmSGreCjYVfKGyWa/m6amNzM7OIGUJu3LV6JYVbSGZhCSuXQfL7dejeas4eqni1FKxQmkorDynb/F1lvuwDAM0uk0SxrW4yoHGTQidDvH8BhJ7FoJueQWFrn3AeBt2Y7qVxnT/bx0+BzTqSKmAUF3lq6uLibnO5C6hYPTW0hLBzcqIcJ1LuyG5NY3bWfDez9Cu6u2lodeOsXC2DCdq2oKyeqxMBrspBK9jg5bjlUXqvgibRQsQ4z7ziIUgfRKguUgWxq3AHD5uedxFfIcDtZQKfHi6Gv3RDSTIT8xzoge5GN9Jod+fi+LV1xHUmRxFhIoQhLt0BgvSzbna01XDV09tLhbmC3Pk61k+eBzH+SFiRd4d2Ulf6oNoQoTTTWJFp2oFRVrRaGiCJpSGTRFYuYN1i2qIWc2dQXZvXs3bW0pisWHaWq/g+Ctq+jIqHx0HpxC52KxlTFrO8tcCl7FhtXmZG74IjfeeCOpVIoHH3wQQ9cxzRoxosMfoHD6CBa7kzd95oscUvuJ2HJYjBzNi89hbz7MRf1Fnhx4gmLzAGv0QYZpgsi1CEUhl6h9T/cl4wC/mlq6GKtdG+m2sP/CIPseepgTSzaRdXm4Y1mNxHJueJD9D/wUm8OGlAkU+3r8mXlUTMb3v8y9f/gHOCoelGQH9orBZ//2i9y4vIGT4Q081HATD656E38xFGN6JMWKiTJLTmbwvzRP6VyKH3SufG0tsnwKhODIsw8zyyiH+7xoiuC62xYzJ8cxhELSHuADu+7k0dse5ac3/BSv9Zfw21/IqpveBEA+Wev6Dja1UEynWOdxslcup7MyTueKGkijXJ6iotQSLIOVX6K1hl46xd6ZEzR11mo0g3oDV1UbeUIUcRpF7nnnzXi2N6N6rMSnJjAN479P5CClNICbf0Nr+Y3LFcsrOLQy0Uuoh159A7OFYR758bd5/zPvpt/5LdLVZsToWpZ6VtGlpNBNEyN/LcnUbdzfAnYEV0zuomwNI+afxTI5TCFYR3bxSprDSykYBcrajdjUv+Jvpm7kQLwZe+gotoKJXYRwyQwuv4NNFgsGEr2/h9alKwD48JWforNk8JcNJ0hpVRpLg9wi9/DA2p0I3aDeYyCQBAePI0su2iwZzul1/DS9hl3L2vittV4k0FKeYcES5BsT8whgk99NQ8Mt5Gd8qFbltQEirvU9KFJw2UKc+8Jrsdvz+C12JpQoRVH7jRqf/S1GjtQKndPT05w6OUkhs5IKGpfna/wwVqfJjp3XYHEP4jFMXjnWgW7RyAkHp8u1xqM2kWRdNUc8nmI20cze/W8may4B4Cqrk8frVMKGTia/wFPPPEtPU5Bee5GX52qsj52r1zGfKfG2bx3glVSBdSWNu0pN3PjbK1myfRWunGA8Xgv9p7VpHIYDl1HLS8dPTbHt0PO81Lm91q1ajlHJ15TAd/YcREFS8TSSf+lnBJtaiEvwulJcljnJPmUZM8FaZNkSm0XVNMKtbbR4WhhIDHD303dzInqCv9r+V7x/x2dQBNQ5ighHmKa+ZQAsidcw+9b4DdT7QOSr1DW4+ME9G1jtKxNPDNHR+RJu9xJ6uv+EiS4X+0Mq1w0b5J1tZOcLxG1htqouEuVZQu1tzA8P0tRQz3XXXcfg4CAP/OPXKedzCEXh0S/9OWqlxOZ33EOgoYkdl78Lu9VAy1d4y/mnWDZ5ivryPPbgHDePH6ZZxFiQASbPnAYgG68h4zzBMOFwmFAo9CvG4fxslia/HUWV7DlxiqSe4ODqy9jqUrispxbZvPjdf6aQSXPTxz6NUCWyMoZFaQMUzFKEYsUgK6MkKge4eNYgMTbAH13XjxSCUt0iZlNBbHvmWTi8wNhQkjqnhR29YYzRLPLVs6+txZQZIm0dvPXzX+Kuv/4aJ/JONi8K0bixiYnB8yRsQdxejQ3r1xN2hAk7wv+ubnCF61CEm2q1lsINNtcigRVBCzMyTJ2eJNK4lMvf81tMnxvBNONIBHMVN/FShcxkgodffpLGUBQzeWnsqL4LV97kgGlyWaOCN/DL2sLCWK0OFGn/b2IcLsk+IcQ3hBDbhRBrfnG84Sv7DchQWfDns3YSGRObKWmtrGK6MIQjGaSlfIGgPcHuk90MZLy4VEGDM4zbeogV4tvMB9xkTY3JQoFOdxP96ijICngbGDAjOEyTZjNC3nqQTGEGVQh8SituI09j3SFcJQ1djRAJ1W6cJdkio5gUV1/52voa66/kpnQjZQFfav4Wt9vsbMgv0Ft0EpUGjtQ8PlEgl68VEUf1AGfNem7wTvGVt6wkOTeFEILm/AyGUHlhKM6f9zTTYLOgaR4Ks2FcDXkQNa+ns6cOh/TiLyVZJ4+BhEY9wJyaJkHNuxpxrcGTn8BJgfaWCGcunGaq2ojPEqcuUfMgu3ZcQX+DmxlXjqXSh0W1IKKX8txGIy7K7LIO4Y6nUS/Nqu7QG5gt+lnksqF8cBllu8qKPY/y7X/4BpVikb6gh7du7SFl8ePechOjpo8bv/4q52czfP1tq/mH39vMOz+3iY7lYeo7FyEkJKemKOpFTlZOAjA1VcPdZxYUll04Qouqck7poLc8xfjxIdJVnamTp4mbTt7uniETXWDbte9huDKD35+jlSgXum7jKOtZbM1SmBwl3NaJqllo9bQymZ1kIjvBP+z6B27ougFfbx8zm35A6853UsimueK9vwXA0mkvO1MayaCGmk+g5HRmy1Uu6wmzf+/LLFu2D0UxWb7sa6iqjZO5In/db0eTgt8Krqao1aLMzVnBTGGEnvWbMQ2DmQvnWb9+PatXLGfq0KsEO7ro3bSNarFANdzI6p01RtY1W3egL7uDqlR51HsHVcXObcU9fHzh53TJWWT/NUgEE9EMqbnZXxqHUBghBH19fYyOjlIs1q73+dkMSxp9NAvJtOri2PJ1FJxO/qinA6fPj9XhoJTPsen2t9K+YjUbLt+IYUyimzOoWgc22yLMgJ/6lV68wSCV6ike/4vv0Rp08t5tncSyZa5dWs9f3Lacp353O6c+dzX/+oHNfPOudXzupiXUzc9coomuIQB33fNBmvv6GY7mGYnmuXpJPdVqlZnRYWJakPWL6l/X7GVN2NFlESklweYaVUi3t/adT8suzo/tYc11N5Ga1JF6FOENYaLy2Lk5fv6D+yhbMhRDWd5WeRkAWzHMy1TRhcL7bt7yK+eKjo1isdkJNDT+H9f1m5LXYxy2AEv51RnSf/tGLuo3JWWjTFLXSKsKnbpEUVTmi1Mo7iLb3En2zmzAPXQ9qXKOE9ZzAOxtsPHy8gJTkTKe7BAnM/MMZk7S51/HWzrW81HvT/mg9jiNshEVFW/fIoYavgNAj9aIz0zy7e1/izRNTEuYpsURYpPjtGQl54XJgZj+2vo0zcOKbU3cOuznmEPySGiBquzjlsmTOM3jqNExqq5awVXBoEFO8MVtg0Qqc0xNTTE6OkqooZGz6zcggV1YeW9LLU+aiUXJxyu4mzPMzz8JQKfXwZTpIUWGq+YSjOZuZlGpEXlp61ksGnLpnQxbFtPONHdNfppq2UZcumi0H6dadACCvsu28MNH382cKriqbROfePsKSjsa8Bu1PHmdJ80jlaW8//c/wYc//GHqI/VkvIJTwmTH8jDPjYzQuTBNeyGD6XTjnFvg2IP3Mv+dP0WTBvemm3jHtw/itmk8/NtbuWllE/UdXmzOGlrmF6gWZ8LgqdGniGkxFFWpGQcpKZftKFLyyQYPp2zdLDNGGR4+zJePna/RYjgCzO19mqU7r2R0cBbUCk3RcdLSxfKr7mJI9LFZPcf86DD1XbVzrW9YT7O7me9e8122NP9y47dedzN9Oy4HIDo2gssfYFH9NjoPdWBLFvAqVUTFZCCaZGxsDFV7HJdrjsWL/wKns4Z33zM5y7zNINujoA5lmXK00VCO04XKVGmcDyQDmELhc0+/wPvPjKEWsyiGzozqpO+K67B29lG/ZhOapr22rrW7rgVg3VUfYt1n9mH99DTnbnmMc7f8nKu31GhOMhYvoyeOkEvEEIqC0+8HYPHixZimydDQEKWqwUg0R3+jh+XhANPhCIdXbqd3+jSnP/cHHH/6ccKtHTR097Lh1lqq5vn+N4NVB3RmOvfR3PsNPvoHd/HOT/2U2//kz4EqyaKNi3se5cM7FxF2W0nkq7x9Yxv9jV409Zdq6+6tnVxZr6MKGwgViaChuxYJP3uu1ih35ZJ6nnr0EdRyiZg1zNU99a9LP9jsFqTMMn72EL5IPaqm4dOnsWBy2OyjUK71fFSyAaSxUIO3AtVn9jGmz7Fk1RxXDx4jq7ipKBaWiAJPyRLNDsnaRb+6hoWxESLtnQjlPzxi5w2T1zMJ7vJ/5/i1DPv5vy07WnfwL02fZ8Ku0F32IFp0FM1C3fqzVA2N+y/eQhgPoTUTDE69zPnUAUb2vIDYr1K2BGmYHSdbvI9D+d2c5RyIXRzXv8o+NtFrBCmbJdrf9mZuCmVJG2lCjhZc1QpqpkZMJxQPrVv7OPSjf8UhbJxzCc5Mpn5ljY2tu/DFO7k+4+XbAZNPNl7ka8EvM2vPYTEUbq+rhbt9mYu82f8QOzbfgaqqnDhxgsnpaR7rWMqFvsW41RKVWOm1z504U/OmI91BZmZ/hmlWmJz4BocUN1KAEn0Tt1l+Bx9uJJC2O4nbVY6ePEy5avLDRdfxE8f1jOv1SAQRxxkqriQz60a56dm38rfpE6zCwdUbfp96mwXsKn0ijiE0iiak7R6aPLUCYV9/H4czVXRTMnfseYynH+Ga84eR3gDWjImD2/E438za1TtZpsYYLyis9FZ45CNb6a338D+KJxRGczkJpa386NyPsGk2mpqamJqawkiNoYtatHLNog5GI0txiAoXM6c4uecIpoSVqfPYnC623vQOTkcv0taY5PLyCZ53bWdPsWYol87+gHI+T/0laOxV7Vfx9B1Psyy87H9aT6Sto9YsdvoEkY4uipk0W25/C9a5c7Ska1vw0VeOsnv3d2htPUtjw1toqK8Vb3Vd52A0QUMpz+K3b+R5p0FedbJTZiiaJU4rguT5IvPWCJGzA7z68ElOP/EoxcUrob6Jx559joTDS0fXr6YrQpc84cR0bTaBarGyZPVlrFhz+WuNbNVQG6PHj5CNRXEHQihK7XdraWnB5XIxMDDA4HzuNdoM27lBsh4vJbuDT3R04fD5eOn73yQ2OY4nFOHAg/dy6qXn+OmBKUbqVuKyVLh8QbD29kexddcMUqiljabuPvTKafZ8+ygeu4UP7ezm0FiCi/PZf38jx6ZRRB3IPCD56Ks1VNGzZ+dZ2eLDyMY5eanHJmYNsa0z9O9/zv8gwcYAIDn15NMoqoq/oYnM3BQrHXb2mktpqsySGJpG10NImae7vo8/tMwwXRpgSXuBhYES/UzwSeV9CJefbEXntIC3bOn+lchFmibR8ZH/p4rR8PqG/dQLIb4jhHjq0t9LLo3z/P+FzA4eJKmqdBXbcS9tJdIWwdOc5OTYGixFL03uPUzsexm3y8lPNx7gySvj9PzuJwDoiVxE7V9HsXMp++2zHNeG6TIbuKW8niazgYQljWaxcK5hBSnXCUJWX20M6NglGJyRZuTMK+SGamH7fL2ddLpMIv9LVtNw6HLCS+a5cegtdFZhn9PklqSPzX21Dus29wKNlSqbUocJtXQQCPSwaNEijh0/zks9KzlpdbHz8EH64hc4PpmkWKnlUCdOn8Dp89O9/E7S6WMcPHQ9o6NfJWFzAwozsSzlYwvMNOYRgN/UiboimJeW1tTVgui7k1npRRUlzvnn+M6WYV6MwGah8JPNX+RH7z6E39dKg63m0Qd9FVRTp5Cx43BYXuu0XbduHcVANx4L3HDtNp5ctolJoeEfirKx8bsM1/09YGVwZClv06281z/F5uPfZvrI3l+5llXDZDpV5NhECjXSQiAR5MxoLx7zXSxoPqZmZnniO7+HTh6h2vn8ZIz5zssA0MpRFmVnMRUr2bGLXHbl3Tz9ncfIiiKUU9hEFXXjPTwwl2Szz4k/W6udhNua/o/3mFAU2pevYvzUccJtHcSnJll13Y14w3U0xA4AkKwojI8rHD58B3v2tPHDH/6Q++67jx/fey9zNheb68Nodgv/qlQIVhLcYjhYKIzwjtuu4MU/2MGytWtorES5cnY/mlHl/uISvm1ZwbP2JnQE7e3tv7Imh9eH3e0hfsk4/Fup89iwaQpGfReTZ0+TiUXxhH6Zm1cUhe7ubkZHRzk/W0Mt9da5Mc6cAmC7nOembVt5+xf+lrd94W/pWrOehdEhDj58P3/95KtUYmUuWNvIV634r/kYTYuX/sr5r/rgR4EqWamw5wd/y00rGxECnjg1+z+ttZBJk41HkZYQYCKAQ48d5fNHRjkxmeLqpQ3s2bMHm1mLyDPeehp99v/jNQPo3VqDKMdGapDjYHMLielJNjb5GZIttFXmObtnH6ZqpbXxMl4aGmBWmaZk8THhiHF39mkeUbagdl9Po8vFEVvNKN22tu1XzpNemKdSLFLX8f9GZ/Qv5PXEMN8HngF+sQsuAr/3Bq3nNy4T0Ro7ZnupF/fydpZcvxzFIjme6qOhNMHU9Anal6/knX/5FT59298Qs+X5WaFWqOtpHKfW02iyZesr1N38IAuuLEHpRkEhfFk3x+aP8WeFQ7Qbg9gUC24twEs/+BYA5eKL7Pnp92gO94EmCPb6ATg8/svJqE5nBy1rIFPK86XRL/Lji5/lqthvc8Wy2pCivRl4W2oet5Gns/96ANr6l/BC3xouNLTTq8O2k8doLk1RNSRHx5NIKRk/fYK2ZStparwdRbFjGEVWrvgWDo+buPAyoyQxc1XOGRN4vV5kpcJb2mt03t5gkK+v3cTkuXPE1Aht3ll8mNw4Dffs7eXGtiLdLb9EkDRYa8ZBNlTZmDpKQTgpJEpc+fe7+efdw+RMCxezGlcvb2GkuZOJUAMt4+dRtTznNv2ML/a5yC/5LLKyn1imieYLboKBZp75p68wNXCWdKHKDV/bQ++fPMXWv3qRO/5pH3v/v/bOO76t6vz/76NpyZIly9uWHcczsbP3XhASCHuXUUaBFijdhZauXwdtv21poXtAKWWUQtl7JkAge0/HI97bli3bsvb5/XEtx45sx1kkgft+vfxKfHXHubJ0nnue8XlcsTg8IUIN86nYm8ObJV4Ih6gpmY0MtdGmsfHYv3by2upeGqSDhN5eLMKPo6WGcfkX8fq+zeyR1UyfmMaMtj3sI4uMSXMp7/VxRWoCxuBShEbi8j4xqs/ZmElT8XR2YLJYCIeCuJubWXTdTcT660GAx6sjK2kPzoxcYmMt+P1+mhobKa2qJLm1nkVZ6awta6W8O8jUzu3YDUk09FaQPWkqOUkWliyZCzJMdutu0mYuYvrkQkSdh/3VVp4wzCZsTxo0HiEEjnQn7XW1UWPVaASZDjMecyLBgJ+OxgYsCYMDt06nE4/Hw7bKFkx6LeWPPEFG3Vaymqr45cxDHczSC8ax6ivf5pY/PMxXH3uOPVlLQSf44aKxLL3hVmZffGXU9RMzx5A9cSoh33b2vyNIiBHMHuvg1V3RxqG570FLhn3925ID7Tz0qhIwn56qp6SkBKs5hi6dhVRn0qjiDQBFy88HtPT26UYlZGTS0dTIzDyHEnwOO9jbsAuN089euwezyURrzjzWSBvbdhbyfGgBL6R8lT9fPRVNr4btpnRmZNrIdJgH30OVcg/J2aeHplKE0RiHRCnl00AYQEoZBEIjH3Jm4HF30qJTngqcxnHoHDEYk1xICbs6C0jwVjP38mu45J4fYbJYybXncuOEG9niasUgJMaubABSUqrQaqvIy/0WpqIENnR30qZrJXFxLveuvZe0uAzq45Uv51jrRGKtdkBHYeGF3Pzg38kbOwNDuoVleUlIAW+VtQwaZ3LyUnpi2zCHHVhkGubcJJISlS9rDYl0GZSCtTHjL+LJ+jZu69ZSluzkrPY69O0BQlpI9zagEbCuopW2mio8nR2MmTgFgyGBObPfYM7sN0lMXEac2UCltOLSdFOja6Ops4VZs2YhhMDfF4AsyMlh+/bttPk0tPkENy4+n98m/IDEHWOI1SUghIa6+if7xx+rFcSIAJ5kHzN7WvlCzZNMzHdgNxv45ev7mffL9+jsDXD2+GReb+0ko62FuJ4eulJcPN1owHjN03z97B+yuPhhWmP/ShANnvCFyJCZZ3/6Q3779Br21LsJ5FgIFNlhegK6mePREiZ57Mt86/ocvnK28n55LBnIcDuOogncMjeba6dlslOfRzBkRkiItRewSVeHKdbMzTfehC6ulgmyko3p5/N8i5sYjeD8ZDsddZ3EpVppbPkfbW0fciTGTJoC0F+s1VJ1kII5C8gcV4ReH8YXNOLtKOfyxQuYbvWSWr8LNr+HY9cGrnv+b3T96Rf8/tUd2LQhivzV9Np6adc2kZSlfAbTC8ej0WrR6Q1cdPNN/PPaGWz73nKuXppDqDPI9c/u7F+pRXBkZA65cgAY4zDTEtCj1Rvo6XRhdQx2xUTy+PfUuihIsbBvxwasnhBPOuvJtQ7dweydug5cdT3MnpjConPPY9p5F6HRDq3+v/jzXwAC9Gg8vPire1k1MY2y5u4o11LzQSXLRwabSc0rQKvXc/EYDZreEOg1bDiwG71ej8/dSas+gZlZo68+1hkMaIWFYEhZdTjSnchwmLx0gZYwG8Pj8MQ00KTtIKGji0tvLKCipYTmniRKwpncE/wiG+rg6//dzh7zdNr1dmaaO6Ou01JZgdBoSMjMinrtVDIa49AjhEigr2+0EGIOEH2HZyC1FeW028OkBCUubYj777+fXXuepaPDRk8wllWrljLvimsGBYlum3QbupgcdMEGOlxZmM0d5OZtxW6fjcOxiPj8NJpCscjEML/d9lvqu+u5b8F9eCevoNnbTJF9LuagFa3WzoRzlmJPSiNY34PBaWVeQhwyTs+mStegcSYmLkNftJmQVKpPxy6fhCVe+bKae3vYlp+Ia8wYLt/fxDdKasiPjeH3ljA/mTKOlg4vXoMWgwwwRtfD+op2qnYp8YasicrTvcmUiU6naNM4LAbq/cr/P44rQ6/XM2PGDJxOJ01NTSQnJzNhwgQ2btxIr01xVSzIT+TgFmU1lZCZSlLiOdTX/49QyIuUktLS+7CHWwglz8SoGYMh3MN5lhaevX0e735zMbcvyWV5UQrjsu1sdXvIKd+DTpPEbvMiqio6eKSuFaZex8Rb13LvZD+phd+kx/QEJsN8giGB7Y1HuKl1Fz9elM3rl0yl9LLZ/OECJQg81dPCnfljcL/wJJqQAamrACTnLZ7G988v4r5LJlIdN5FSchBGLy3aLs6avZjbv/llZFcrFU9vo7Y3jikrv8QLzS7OSbRh1WpoPlhOZuEczOZc9u+/l2Cwe8TPmtWRSIIzi5aqCnQGI82VFQghWHz9F7BIN1p3N727xvHHb93Na0++wJ79pXRqYPuERayZs4KDDS1savQxsWM78QnxbKh9mYwJxf2fTUOMiSkrzmfhtTdhdSiG0GbW88sV45k7NZWG8g5+vKFi0JgSMpz0ujvp7XJHjTcrwUy1q5eMcUXIcHiQWwkgOTkZnU5PeZuP2IYqQuEWjHGCvHlfHPY9uO+dAwgN/Hz5uBHfK4DErGzyps8h5N1Ka0kh89L9aAS8cphrqamiDCHMSNlG3ow5JGRkoW2rRSCxeDr5b62bjKxMgs2NtBoSODtn6NTV4dBrDYRkDwG/rz9jqbejkXydjvXh8aQEXDhc+8iYv4m7/r2Xva05/Fj3L35u/heP3jSTi6dmsPZAM0/FJKKVIXQfP0Nv92EGrrICR7oTvcF4VGM72YzGOHwDeAnIFUJ8BPwbuOukjuoTIi41nRqDJM8XQ5NZS25uFnZ7Oy4xA4Gk4sAOmpqaBh1j0pkwmPPRdx2kqSmEw1GHVushL/duhBDY85RUtJrqOv534H/cOOFGpqVMIys3n23d77K59R18gV6SDDbipYlAswcZCKPPtJJh1GNKMFHb1I0/GO6/ps02nfj8Djr8LbiDLuIzUzCYTOj0GpxNzWyYWMTDK2+hxuvnD+OzeGFqHlfMmk5OTg5ut49uqxK0dXqb2FHTQemuncSnpROXmBz1niRbjbSHY9EbDHR5upk4cSIxMTEUFBTQ1NTEddddRyAQoL29nY6YVDLsJnISY+lo7AAgb+5cnM7rCAY7aGp+harqv1NT+y9SjQa69NnozDUIjQ3eewGA3CQL96wcxz8+P4MP3IrGUN7Bnehi/Fyw8jI0Lj8/XVNGVa8PbE701z/Phde/wj3njWXR1D9icASQshtr70HCv/iIzseeRyfAlpyCwWTmYutZvHL/V/D2XouhN0ivwU9KTh6502cB4Pf7aelJwI6bOFMLHQttpOZvZPWL1/HsL36I1w1PV03iQMkB2gMhLk+Jx9VQj7enm9TcQorG/xKvr4Gy8v874udtzKSp1O3bS4Izk4PbNvHS/T/n2Z//gLzmMvwhHQGMxGiLMcZeSaz1m8QZb2LT5IW0pExhq3k5evwUuXbiaqjvX/kNZOkNtzLt3AuirvvIJZOJiTPwrzdK2ePq6d/ucEaC0tGupSyHGY8/hC5Z2cdoHrwa0Gq1WJIy6AmCobkcIWK55PZLYIhsG5+nh4+37aZnTynTU/zEuuppLDtAe33diO/XvKuvAwJ4RBNrH/wDs8Y6eG1Xw6AVUO3enaBRHmZyps0kLb+AjY1+JIIVLe9w2QdP0PbK0wgZpsWYxNRM+4jXPBxTrBEpPexe/SLx6Ypbta2uhrmJNnbLseR6a9Hnh+jdmcDW9kJWadaRnj2Gxd/4L4sLk/n5JRN5qtDE7zDzs0kxiK521v3vyUHXaD7NZDMijCZbaSuwGCWl9YtAsZRy58ke2CeBzWqgWq8hJ+Dgki9eQ+GUZCDAuuZx5CaaMWoFjzzySH9+PEBXMERbUMOsBi0gcCS4SU4+D5ttCgAxZj36UC9NrZ3k2fP48hRF6C4jIwNh7KCipxJ3oA291kLXqwdp+5eiNWNwWhBCUOCMIxyS7G049DSn0ehJSFhEy7SnsVw6VokZVP0Fjb4XZ7MbiWRlVyMfzR7PFamOfp9qsz+I7AnSlTYG0JPS3UgwLNleWk/WhClDvifpcSYkgthkJcQU6dVbUKC0uiwtLWXjxo2YYy3sbgmwIE/Jffd6QoAgb85S7PbZxMbmU1b2K8rLf0VKygWMtefR5AtQNj4NvW4cno5m6ktLBl37jdZOEro6SXC1kj/HzNWzxjAjxwH7O7hjSwVhKUEIyJgGK+6jYtVqPrAtIi7XgAzW0e1/g+3bjDx645/Zu3o1yWNzqNzyMQ2l54G/BHprkXojK7/2HQwxSqbUG6+/jt8XYJV8h2ndJUzf/h67/vEWu552k6DzcEPOFnSORKofepBl295nsd3CY3/7CwApOXnYbNPIyryZuronaW//eMTP25hJUwgG/FgTk3A11NNYXkrujFmY8gJIoaEhfiwOixO7cR/64GPss31Ah9VE/q632WuyMaknjDHkJXdqMePmLyZv5twRrxfBZNDxhyungDfEdU9vJRhWJtdIxtJQrqUxCYpfvDWkPM2621qi9glZFckPh68Giw3Sp1495PWf+en3WffL73BN3TPM+/hhnrj36zzxvW/wyDe+RGtN1bDjTsrKJm/mXELeLXhdcxkn9/W5lpRVms/jweN2gwwSYzaTmJXNkhtuIzz3MuJjNIjUNF5MOZ+Xxl3ECwUX0ZpaiN1sGNV7FiFlbJ+UztqNGGJMWBOSaK+vZXaOgxBaQiEtK1u28fPAtWSYA/zqe9/lrFt+i9FyyH0VruhiQsjLFVcuZdLZK9j+5qu01VYDimu7u73ttMtUgtFlK8UAXwF+iiLZfWfftjOefSX/ISgEXeFMznngA/7y1jOEpaA9UMT3zp/AzTffjMlk4tFHH+XgQUVi4b0SpTFNWncXQRFkTWwG48f9mvKOch7a9RDXvnot4VALmnA8v1j4Cwxa5cOo1+uJjQ+DiEUSJhBjwH5xHuHeEJpYHboEZbJanKO4i9b0ZTBFSExchsjYSlyRl917vkp5xf1IocXk7eZrD/+Er5klcbrB/tsDXb3gDaEbOwmhicPhUb7gjSIu6qkzwphIJseYIhYtWkR6uvLlSE5OxmazsWnTJkpLS3HkTaHLG2RBvrJMD4TCaIQJo8mkFN5lXEsg0IYjfj5F439FilFPsz/AK/7ZGEy1gIG3//TH/uu6gyHWurrJrdiPTpPA0ovuRAjB7y6fjEEj2LmujkdqD01QvlCIb7+0h036Ipbd8xgXfOVb6A3d+N2P4pZdrHkqgKu8g25XF97AXnzB1cRb+iY8VwcAZQcOsHXbNgyuFtq1VhaFdjGlfg+VlTEYYyS6oiyeKb6XK3/xR/YVTGH6hrd5+f6f4WmqRyJw+ZRAZU7ONzCZstm1+w42bryQTZsvZ8vWa9i2/UZ27roDt1t5lsocPxGNVoctMYVb/vAwt/7pn0y6OBNngZKPXxujo6HzLZpde7A5k6lYfhnJWoEuJhuJZEqHkjxRva+bMVP1xFgsw3+4D2N5XhLLZmbgOujm22uV2hhrYhI6vaE/nXV3SxfvVCqfuyyHslKoaOpEZzRS8tEHUTGLTqm8n8lBH1d87UbFcB9GZ3MTTRWl7IorZm3xJVz07R9w8d0/4MJv3ItGo2X36rdHHPfcyz8HBPEGD2Bfr0WD7A9Mt1RFgtEd5M9ZiBCCkNCwrraXiQkCi1nLecvnUOVLpzqYzninfdTvV4RJ564CwFWvuIKUjKVaZk1MRSD5q7yYi3w/RmOI5ck7VxIbO3iFJcOSmC4TboMLnV7PvCuvw2AysebfDyGlpKVSmVfOyJUDihupGPgD8EegCHjsZA7qk6KmaQwFzUW80T6DJKuRFfl1mMzjeOGulSwdl0x8fDw333wzdrudxx9/nNdee42nPvwYpCRehrFn2lndsImVz5/PxS9ezINbHyQsw5higghtIoX2gkHXcxamE7GryblOLHPSSP3mdJK+OBnRp4O/NC2esEnL+wcHG4cExyJAw/YdN9Hc/Bp5uXcjA2ZkuAsB/f7QgWxtciOAwiwnWmIw+dxYtGFajIn9Eh2HkxOvfOEbdTaWLTtUziKEID8/n8bGRjQaDe3GVISA+X3dtEL40YpDT2UZ6Vcxftz/MXHin9FoDKQY9PSGJT1uP9XTC9Hr8mhtqMTdqkz477W5CUhJ7sEdGGJC6FOVeoFMh5nvnzsebZuPn77f514Cvvr+AXpbvVy1MJtcm4mC+Uu48YGHyJk6nYBvLcHuxwkYl4OIJeBfjy0ljavv/gEajVIM5+3t5emn/oPwebngsssY++UXeXPCn3itoZi65EzifvBXrv3Oo9x+3V282+PnlaWXkXvpNVRt3YTB1YyItfD6G2/g8/nQamOYOPFPJDgWYzSmoNPGApJgsIuOjo3s3HUHwWAX+pgYMgrHU713J7ZkpUq3quoJ0kWzEtDLmcJ5X/k2tz/0BFPv/gk7dGauS01iUziDaeZuzH5FJkIYzmXdQ3G89q8fjvwBP4w/XziBWJuR596r4OMWNxqNlvj0DPaWlTP/4Y9Z9dsPuOUfG+nwBnDGmxACqlq6SM3Np72+lvoDg9tzbt9egTXgJsHmJX78uUNes3zLBgC2xk3m6qtWkTdjNrnTZ5M/ex65M2ax94P3CAUDQx4LyqSZN3MuMrQDncZIls/HS1srkVIOGE+Y3BmKm3B9RTvdviCxHeWMGzeOb6+azKxsB0LC8qOMNwA4J08DDPi9fTIa6U7a62uxp5spQMPaQBEuYeOBq6eSlWCOOr73oAs9BshQvhvmOBtzL7uGyh1bObht8wDZjNMrjRVGZxwKpZRfkFKu7vu5DSg44lFnAOeefS5XT72PN795I4/dPBWz2E9K4uCydqvVyk033URKSgobN24knJ5JRncnvt5ezpp2Fssyl5Fnz+P7s7/PO5e/w3/O/w9ZOWPoNcbT+Oe/DzpX0eQ5RJ6tnDMUQTKtzYg++dCHaoLVhIg3sr+2c9CTmsHgIN4+CyF0TJ70D8bEX4gIxYPsRaPVkpqTH3V/+5qV5feUlDg0Qo+UPlLCnXRYM4Z96iyMV558GtzeqNcirqWioiI2VbuZkG7DEWvAVV1OWHahNxyqwNVoDKSnX94f6I7UOoRNWj536a1YbS5A8uqvlGL711s7ie3tJb2phuIFg9Mur5szhqlj4hX30tZy1ra5ef2jaixxRn62rLB/P0u8g4vv+RHLb7sLYfAR8jyOEEqGVfHiZdgSEkhNTaW2tpZH//JH/KEwcyYWMXHRMtr37WXPs0+Tnl9AydV38LumLrwhJe7zTGM7ueYYLrryc8ROnQNaLQXTZ+F2u3n33XcBsFrGMWHCg0ye/A+mTn2U6dP+w8wZzzJ50kP4/c2UHPh/gBJ3aKmsoKfDRXdPKb29u5GtcUiTlu6YBMbPX4zJYuXh2haMGoGmuptuX5Af3LQCR18/hfjY9wjqEqj6aC5PfecXhEOjSx6M0ev429VTEb4Qt/5vO7/YVc36XiON5ZXUlblwpMRCSPLUvgZi9FqSzTraMTNu/hL0xphBT/m9nW5qQ3oSA24yZk4Z9pplmzbQbnAQcqZxZcHgquAJS5fT2+WmYsvIvcOW3nArMXFWwr7/kRfUU+kKsKOijv0fvAvoEEKQVTwZKSWPr6/CqIWEYCsLFixAqxH87uopLC1M4pzi1FG9TwMRQqATsQRDigFzpDsJeHspf+IaCsJ+pBAs8u/nrKKhz92++SBSSuImHaqHmbJiFY50J2v+/Q8ayw5gSUjEHGc76rGdbEZjHLb1ZSgBIISYDXw0wv5nDAa9livOzsNhN9Hp3ko47Cc+PtqPazabueGGG7jyyivRZmUzqatFiQ/kF/Dgsgf56/K/ctW4q0iJVT78hRfNQGp0fLi6h64PDqU5xqdORPRVkfmEP+o6AEaNhowUC72eILWu3kGvTZz4J+bNfY/ExKV0VK1FI1KAMGl5hehjoj19B9uU4GNukgWd0CAJENdZTbOIIxgKR+0PkGzWg0bQ2u2Lei0nJ4dp06YxY+4CtlV39LuU9q1+E6SPWFv0k1OEcF/xXfJYGxOSrFx056XotJk0VJXS1dPNu21u8ipL0WNn4eWDFeE1GsHvrpiMHsHO9Q1c9+puRE+Qn19QhF47+CMshGDSWSv4/K/+QFpBIfFpGaQXjGfTy8/j7enG6XRSVVVJg7sHp83COZ+7nqpd23n9T78lo7CIy+79CfeMH0udL8Bj9W1U9/pY39nD5anxeL1emnwhJn7+S5x725eZNWsWGzdupKZm6HRQAJttCtlj7qSx8QWaml9nzCRFCrp69w4a6p9BSg0x4WloLHqa2hVxw45AkKdr2hhT2sMf3yllUUESU7Ic6AwGbMmpNDUcIDH9I4y+Eto6ZvPYLQ/TtvfgsGMYyIKxCVwwO5Oeqi7++uQuWgNW4oLdvPOVebx561ykgDf2KyqiSfognfo4siZMonDeQkrWfYjfq3wmn/zBfbj0cTg1rZR2DZ266u3ppmbfLipMY7h4ekZUfUH2pGlY4h3sXjOyaykuKZlLv/P/EDoNuR3/Q0j47QNv4GpQVtcp2WPRx8Twl/fLeXtvE9NimskbO6Y/3TbDbuKRm2ZF1ReMFr3eQEh24W6vx5GiPLi8tNbOQr+VO6WBz43RDXusv6yTdn8D6X3qtABanY4ln78FV0M9BzZ8dNq0BT2c0RiH2Sjie5VCiEpgHbBYCLFLCPGpCEwDuFzrAQ12+4whXzcajRQVFVHi8ZHe2tgvITAU6fnxzLswm5akqXz0m9cI1ClZGWFzGgLly1Wyb/+QxwLMzFaCWRsq2wdt1+vtGAxKTGLH3jWE9MrknJIbvWoAaGzvRavXEG/Wo9Mrq5BEbwsBKaho7RnyGI1GgyZGi6sn2njpdDouvPBCSjsFwbBkYZ9xqN2r+H6Tcg7labe3t/PAAw/Q3q7cw2OblAn03IlKNpej+FysNi8SP/f/7VG6Q2HyDm7HaAaNLbqXVHZiLPesKETb4kXudzHeaeOCCcOLlNlTUrnqR7/kxvv/zFlfuB1vdxfr//cfvI11SAlGAZ//8ldoq63m5d/+gvi0DC769vcxxJhY6LCywG7hgaomHqtX5KovS4mnvLwcKSXjiorR6fWcddZZxMXF8dJLLxEMBocdS3b2HVitE9m///vY0q3EWOOo3LGF+obnaGtzkpszBYvNSGeHj1BY8rN1FcgPG6gtd3H7klz+fv10wqEQbXU15M+ex5LP30p16T58+nVoff+gR+vkmd/uYcsfX4iKCwzFb84vZmZBIpfMzORbVy5EIInzuUiONRKbEMP+6g4A4gKduA127ClpTFh6DgFvLwfWrSUYDFDa0YUUGmZOycHlctHTE/15Orh9C4TDVMTl8O3Z0ROgRqtV9Ku2bemXBR+O5OwcLvrW94gJucn0NbA7Jo1AyAsEKVqynHf3NfHrN0uYnaajIFjFggULRjzf0WC1mwE/2194gtVvfg8AXXg8pkAtnxMxjDUOnZob9gTQd+lwieao7m5jp85g7FRlrologZ1ujMY4rETpH72472cscB5wPhCdN3eG0uHaQJx1AjpdtFZPhO5gCJfbjd7V1u9iGY4p5+aQV2yhPH05W779AGGfj7at5cg+41BZsg+/f+jVw0yHAamBN/ZFpxhGqNrRgZTKF9I+hJKjlBJ3lw9bnBEpw4T6SlMyjco199ZH57ZHMMbo6OqJ9gOHpeTFZhfvlDRj0muZPkb5wLv79PzHL13ev29ZWRkdHR3U1tbS7QuyfZeSEpwSd2iFc+nXrkcj4nknPplYby9ZteVMWjL8U9RN88cyJcuOCMMvLpowqkpXIQTJ2TkULVzKltdfovydV7HoNFx7440EPB6e++X/Q2cwcOl3/l9/H2KAe3PSaAsE+UN1M3NssWSZjJSWlmIymfqfSI1GI6tWraKlpYW1a9cOOwaNRk9x0W8Jh72UlHyXMRMmU751PX5vB40NeeTn55MQH0M4LLn135v532ulmGIUUcF7Vo4jRq/F1VBPKBAgMXMM01ddxLU/ux9beiY9ni4C/gcI+/awfncc/73l35Q8tXpEV5NRp+WZm2fzwKWTGJunBEIjGUvFWfH0unxUu3sxdtTTozHhDYRJLxhHfLqTXavf5o0H/kiLXkmgmDpFEWgemNEXYee6j/FoTcQVj8Nu1Ee9DlC85GykDLPng/dG+jMCSnvQc+/8OjndB2jXQpte+fyFnEV8+YktJOl85LdvICdnLLm5J27CdU5QXJc719TRu/8OwECCtYH863Jo8BwktjEWGYh+v73lHQgEMm3olcWSz99CrD2eMcNkDp5qRpPKWgW4ARuQEPmRUlb1vXbGEwr10unejj1+9oj7lXp8ZLUrk9yRjIMQgrO+OJ2EeMl281JKf/wAtRtKkfS5a7p62LdvX9RxgUCA+tVvIa16tla3R70OgJT0NichQ8rTlsFkitqlNRAk1BMgKzbEsz//ET29yrnGpcVj0GkGpcoejiVWj7c3+kn4uepW7npoE8/uqGNGdjxGnVZROe1VJmln0aEgd319PQAul4sff1AKvSEMQJP/kNGxFy4jkBFH2ZhcJu7dgkGamXfFNwDw+Xzs27ePrq5DBUNajeDhz8/gyVtmM+Uo8tXbaqup278XpCQ5PYNvfu8HpKWk8vz//ZjeLjeX3PMj4pIG13xMs8WyMlGRKb881UE4HKa0tJS8vDw0A3L5CwsLmTBhAh988AHNzc3DjiE2Noe8vO/Q1v4B6VMN+Lp7admdhtebQ0ZGBhl9YndrSpoJ5lj5+Q3TmTQgu6a1phI4FLhMzSvgcz/5Ned9+ZvEaE30+j+ku+dvuMIa3lkjefSWp3j31//G1+MZ8b2JT8tACE1/xtKqcckI4PGNBzC4lAm/ut2DEIKJS5dTX7KX8s2baTOmEqOVzBiXjRCCurrBNQuhYICqHVs4aBrDnfOGz8SJT03HOX4Ce9a8PapVz7j5i/n8qnkIGaYsNpewxc4t/9mJDPq5NKmFz115Gddff/2oJTJGw9QLLgMgEAoS8K1Gp4Pm1gO8+sD/UdK1EeGV9Gxuijqua2cD/pAXW/HQXZUd6U6+9LfHcBZFizWeDowmlfWnwE7g93yCkt1CiJVCiBIhRJkQ4jsn81qdnVuRMkB8/JwR9yvp6WVMWxNmaxzJydEFZIejM2g5/+4F6I1aPqrL5uCWeiQBQIsxFGLLli1Rx7zxxht46mvRWbS4uiQeT2/UPrKjGuHPJhxQvpCejo6ofcq6vTjbq5m74Z/U799LbvF4QENPSyvjUq3sqR++yN0WayDgjTYOv15ThsYdIOgNUYlSrf3hn36BX6NFIwzo9IeeDiPGoc3VwQsbatDbDWSajDT6Bq9IOj73eYSEKXs+xmTWUVbbwrPPPstvfvMb/vvf/7J69epB+ydYjMzLG33WScm6tTxx7zcI+LxMOmslrTVVPPr73/HvH32H5oPlnP/Vu/uVVQ/nR7kZXJEaz8XJdhoaGvB4POTnR7vwVq5cidFo5OWXXx5xgnNmXIfDsZBO+RBWZzeNW22MzRqDRqNhXEYcofw4CpaPIXlCAhemDnZDtFRVIjSaQVlpQgjGL1zKzb//F3OyfRgCXXi8/6XX/w984R72lzt59K43eOQrd+P3RycYAOj0emwpKf2FcFeMSwOtYPfWHdgCymekqi92VbRoGUII3MLP/tg8ZuYkYooxkpKSErVyqNm7G63fS01iHhcVjPxdmbB0Oa6Geur27xlxvwjTF84nw1tPaWweL9iX4Q7p+dm5Y7j7y7dSXFw8yHifCOzpaeg0sYSDlehi2zFYYtHp9Sy7+Uuc/f2vYsiy0vVBLTJ06G8vpcRX1kmTt4r0wiNXhJ+OjOZdvBLIlVIu+aQku/vak/4JOBcldfZzQoiik3U9l2s9Qmix24aON0QocXtwupoZX1gw6icTS7yR8746E1+Mg3rbJKV1ozCiCweprq6mpeVQ7v6uXbvYsmUL8+fPJyfVggzDuxt3RZ3zYNnbhLQOoBetTke3K3qFsem5/3FJw8voY0xcc9/9TFu+DKGx0dvVQ1FaHHvr3cNOZAkWA/jDdAcOGYh1rW4aS10kOpRVSnWFi/vefZ+9Gy2EA+UULV3Sv6/f7++/r1eaQgS6A1w0W1FnbfIdOqcnFOa5XjNFdSVYe9xok8M88cQTlJaWMmnSJNLT00cM9h6Jne++wSsP/JLEMdlc98sHWHrTFzFYbbSuW01HZRm9yZl8vPcAO3fuHNLFN9Zs5A/jx2DRaTlw4ADAkO4Ki8XCkiVLqKmpGXH1IIRg/PhfotEYSZvZigyAvk154kw3GQjkWNkugtyUkYhOM/jz1VpTSXxaxiADHEFvjWf+dx/mCxPKmBzXgLank17fCxi996MJ1ODxr+T9f/0x6rgIjozM/pVDrEFLfLIZUV2OXSqrjuq+QHmsPR6t1sj7CQsIanX86AJFTTUjI4O6urr+tqQAb7+3hoDQkTd75hG/KwWz52Mwmdi9+p0R9/P5fHz88cf845f3kd9TTofBTp0+hV9cNonLF0894UZhILf/8xHufPgpbv/H40w790ICPh9FC5eRmpuPdUkmIZcPz85D3+VgswdNLzT7q0kak33SxnUyGc27uRuwn+RxHM4soExKWSGl9ANPARedrIu5OjZgtU7sT7scjtrqKvThEIVHcCkdTlqBg4WXZffpzYMQsYT8PjQaDdu2bQOgtbWVl19+mczMTJYtW8aCXOVp67UdFVHn27VhE36pZGrExjuijMPml58j8PazlMfmMOOrPyZpzFjSi6cjNFYCfj9F6XG4PAEah0hXBUi1KnGBUtchl8RP1pQigpK8eDMJFgNGnYaUx1+mJ7gbrd7AkusPqbg3NjYipSQmJoaPWmMQJi0/mJ+nGIcBbqXnmlx0BEN8Pt1GVo4H2+Rzueqqq/jWt77FBRdcQEFBAS0tLfh80ZlTo6F88wbi051c9aNfYHUkEgyF6ElIQ0hJ8VkrmXfJFbS2tvLcc8/xm9/8hnXr1g17rtLS0hGTECK9lUtLS0ccU4wxlcmT/o4l5QoCFju1mz+mt8tNWp9PPkYjuDY9ut9AS1Vlv8jekNiziPvGes7+0cN84Wc/oXjhUrr8OrrDqwn2rKFmXfQKNEJCRiauhrr+OMXUsfGkuOtJzEjDGqPrNw4et5sSQzplljyuz5PkJffJsjid+Hw+2toUN6eUksbtm6kxObl7yTgqKytZvXo1a9euZf369WzZsoUdO3ZQXl5OOBxGHxND4bxFlKz/EH9vtBvM6/WyZs0aHnjgAd566y307jamWr3YTHpuWTCWq2aefME6g8ncn/4daRnaXq8Y1JhxDnQpZrrW1CD7qs+9BzoACKcItLqh4y2nO8PnYB3iFyjprLuB/m+plPJk9pbOAAY+MtaiZE31I4S4DbgNICvr2D8coZAHt3snWVlHblHhr6lEarWMHXv0qWcTzsknINt575+gEWZCwXYKCgrYvn07ixYt4plnnkGr1XL55Zej1WpZnp3IIxrY1QVtbW0kJByaMFoPQDhYRWxcPHGJyfQMMA67Vr/F+4//k6bMYt7ULuAnfZ3fdNYktBgJhvwUpyu+9D11btJs0fGKjL4q6bIOD1OT46jq8bJ3dwspKWZKGtwsHZfMua5X2FeVjQy9SdZVtw7S3on4n72ZE/DtksyZnYLNoCPZoKPJH+hfsTxc20KxJYakVsE2y1nce/W1g54yMzIULZv6+vpjes+72lpxpGf0fzk3bdqE12Thsh/8nLziiYrw3eLFVFVVsXbtWt566y0yMzP7A84Ruru7qa+vZ+nSpcNey2azkZycTFlZ2REzZez2GZSXb8c+wULPhjVseulZ0s5XpKsvS4nHoR/8tfR5PLhbmpi47JyRb9jsALODOOCc/BnMvuJ6PvzPvyn5+AN6tatoa6ohISW6WNKR7iQUDNLZ3Eh8WgYXFySxz99Mo3U+Y2xmqtqUCfu53/2JNQkLSPS1MqG9hkh7+cj7VVtbS1JSEgdKSzH3dtKWNxe78POnxx8fNpsrPT2dFStWMGHJcna9+yYl69b232eoz/W6Zs0aPB4PBQUFTC7M541f/ZglF13GbeecRYx+aFXXk8mhRkm1pOUVIjQC65JMXP8twbu/HVNRAr0lbbgDbTgmjDnC2U5fRrNyeBT4P+CXHIo53H8yBwUMtQ4d5AORUv5dSjlDSjkjKSlpiN1HR0fHFiXeYB85GN0dDJLQXI8+zYl+iKX9aDBZFduqxYgkxMTx4/B4PDzyyCM0NTVxySWXYLMpxTBTbbFIq572sJnt27cfOomUhDrTCAdqGDt9JrHxjn7jULrhY97+2x8ZM2kq7xSch9BpSbL2KT0KgRYtkgAObytC0B+UbmreQzBwaBUxps9gVHUoT5s/+KAU4Q1xTn4yLk+ARU4dVWvjCXrX4tLbubsslkrPoaf7+vp6rFYrr7eZkDrBPTOVbKpUox5fWNIRDLGuo4d9PV6+kJGEq70dh8MR5X6IGIehMmFGQ1dbK5Y+hdJAIMD69evJzc0lf8Kk/mtpNBrGjh3LFVdcgdVq5cUXX4yayMrKFMmUoeINA8nPz6e6uhqvd+gVWYSenh5qa2spnDKN8fMXs+2NV8gO9vL59AS+Oia6hWVEf+ho3RO25FRW3vF1dDo9/mAJq//68JD7ReIY7fXK+zxduNHJELtkAlkOMzXtHsLhEE80m+jVmrg1oZSqbRvp6VDUgxMSEjAajf1/p/++9g4SWLB0IW+88QZCCL7+9a9z7733cvfdd/P1r3+du+66i0suuYSuri4eeeQRPty2A3tqOrtXK4HpAwcO8Je//IXXXnuN5ORkbrvtNq655hpcpfsRQsO4+YtPiWEA5X3VaLX97xeAeVIS2nijsnoIhPAf7KTBU0F6wZkZb4DRGYdWKeXv+6qj34/8nORx1QIDH3GcQP3JuJCrYwNC6LDZpo+437aaBuK8HjKOI0Wuq08qQts3MSXGWbHZbDQ1NTF//vxBGVBmrYb4BDO9Pi3bt+/o9+d6W/YRCscBfrInT8XS51aq2rmdV3//K1LzC4i/+S5auoI4bDGDJtwYrRUhzLz00++QGhPmzQ828tdb7uHlb33A3++5Hdl3jTy7UixU29mLOxDkg60NxMYZ+HBvM4UpFjxP/YVujQspe7Cf/3mCLT4WPfg+Ofe/y7jfvsd3Dph5yF9MU4OXuPgQ9oBiZFL6mv40+gI8XNdCvE7LJSnxtPcZh8Mxm804HI6oTJjREPB58XZ39fch2LZtGz09PSxcuHDI/WNiYjj//PNpaWnhww8H92coLS3FYrGQljZy8/f8/HzC4XC/DtdwlJeX9+8/94prCIeCbHvxGX5VmEmWKVq2ubW6EoDEzOwRzzsUOr2eyeecRzhQjqt8aJdYQp86a1utslhvLFMEEfd5bWTGm6lxeXjkiTfYZ81ndvdBLr/+RmQ4zN6+9FONRtMfd5BS4tm9lcaYFBamGSkpKWHJkiXYbDYMBgNmsxmbzUZCQgKTJ0/mrrvuYsmSJZSVldGMjvoD+3jkL3/iySefJBwOc/XVV3PDDTeQnp6ODIfZt3Y1YyZNiaob+CTR6nTYU9IGqdkKrcC6yIm/ugv3uzUQgsbeg6Tlf7qNwxYhxC+EEHOFENMiPyd5XJuAfCHEWCGEAbgaRTb8hONyrSfOOhGdbugvToTVmzYRRjCr+Njj4u7WFozmWPQ6ZRJ2tzRz9tlnM3ny5EE6RhEK0q3IENR0+vsnnN1bX8GvUZb5mcWTsMQ7CPp9vPDrnxKf7mTVt3/I9yta0Ln9jDEMfgI2GEMYrNdCyEJsSwU1PTEENcsIGpxo3Jfx/D/vBCC/r5K00e3jZxsOQleA6Zl2qto9XJdQSkf3fELejRTMXci3rj6Hm5blkqzXYZcCQ1gRGwtotOiTYpgbKKejL5sqIqGxze3hjdZOrklPwIDE5XINcpsNJDLpHC2RoiprQiKhUIiPP/4Yp9MZ1S5z0PtdUMDEiRP58MMP+6XaQ6EQZWVl5OfnHzGwmpmZidFoPGLcYd++fcTGxpKenk58ajoTlixn5ztv0tkcnQ4JSjDaYDJFpduOlqnnXgBIeuhl75YPol43mmOJjXf0T3b1pfsJxtrpDpnwCEkgJPnNLh/xgU5uyNlNwpg8MsYVseGFpylZpxjSSL+PV/eWkdTViD+rmDXvvEliYiKzZw+/KjcYDCxZsoQvf/nL5M2ej0TQtmMzK1as4I477mDcuHH973tdyV7cLc2MXzi8e++TItIydCCxM1LQWPR0rakhTBivxYslPvqh50xhNMZhKjAH+DmfUCprX7e5L6O0J90HPC2lHF2e21EQDPbQ1bXziCms+9s78ZbsxZ81luLkoxfvitDV1oI1MQljrBKUbSw5wMSJE7nkkkvQDtERa15f16oGU3J/4Lps/UFCwRqstiTMcTZi+z58lngHl937E/7Z7qFmdyvSFyatp3SQi8SS2IPQWjEZziY92ItbF4PZ8Rbn3uRECi1tHxRRsuVR4ox60CkSGs+vr0YXo2XXQRdznQb877Th929Co9Ow+LqbAPjROePY/K1lbP3WMl68bCzXBTbyxmVj2feVxaR7O3C5FPdDZOXwu6ompIQbMxLp7OwkHA4PuXIAZdLp6uqis/Po+kt1tSkBe2tCInv27KGjo4MFCxYccYJfuXIlMTExvPjii4RCIWpqavD5fEd0KYHS4yAnJ4fS0tJhM8G6u7spKSlh0qRJ/dk1cy67GqERrHv2P0Me01JVSWJm9jHn7tuSU0lOSyPk38Pmfw8tVZEwYLKrP7CP1D53yL6+/g+9wsC57eUsv/JWAFbe/nXi0zJ45YH/49Xf/5okRzxSSp5/RTl/Xo4Tl8vFeeedh0535NCmzWbjimuuZfqFl6HpaCVcUx513N4PV6M3xpA/Sqnyk4kjI5OOpgZCA75fQq/FsqCv50OwnpRRfGZOZ0ZTBLd0iJ+Tmsrad93XpJQFUspcKeV9J+MaXV17kDI0pJ7SQP747vsYQkGuP/v4nljcLc3EJSZhS9ICGhqO8IS5cmwiUgMd1gz2799Pb28vXbUxyGADebOUpzFn0QQK5y7k8u//lLaYWB7cWYOusps8bQuJgZZ+fznAhdctYFXa9dx62RZuvk0JJu5r8fLG4w8wNqMSv7mYVx76AE/THnQxOsqqOgm0eslNtuDyBCjctRqPPo1QoJTZF185ZLOgyFN+eno6Op2OuLi4/pVDslH5std4/axItJEZY+iX1xjOOETiDke7eogYh9h4B2vXriUpKemIhYsAsbGxnHfeedTX17NhwwZKS0vRaDTk5IxOUjkvL4+urq5hU1q3b99OOBxm+vRDbkxrQiJTzjmPve+/R+1huf5SSlprKknMOr7A5rzrbgHZQ097TH/by4HEpystQ92tzXS3tTJx8iS0Ji1lLT0IKZns3kOhuQKdU0n3tqem8bmf/Jp5V17LgfVr+eivvyPo9WAu20unwUZnTQnFxcWjft8iLLnmBiYsPYf1zz7Fznff7N8e9Ps5sG4tebPmDqkj9knjSHcSDoXobG4ctN0yJw1h01Ph2kF6fuEwR58ZjKYILkUI8bAQ4vW+34uEEEdO7TkDiI+fxcIFG4fVUwJ4o6kNU+keDBmZFGdFZ3ocDV2tLVgTkkjOTkBorMO6ESIUWkxo4gy0+HQEg0H27N5JsNcKhMmdrax2rI5Ezv/aPdiSU/leSS3sdmHRSRZZWoiNjR0UzNYWXUz2D6oRFz5IUb7ypc286CYQgurmDVj9ZcQGLuXPD92JIyYAniBCCwdr2xnnqyORpYR738SakMjMCy8dcsz19fXY7XbMZsU1FR8f328cYrVa4nTKR+4LTmUFFjEOw7mVUlNT0Wq1Rx2UjriVGts7aG5uZsGCBaPOgy8uLqawsJD33nuP3bt3k5WVRcwoJ6S8PKWgbijXUjgcZsuWLYwZM4bExMEr0FkXX4k1MYlnfnIvG154pj/+09XWiq+nh6Ss4xNnGzttBjqtHm+4lg//90TU6wkZTvy9Hko3KOm8GYVFZDnj6G1ycXXd/1jS1cqSiwoG9WzQaLXMvexzXPOz+zGaY4k/uJcsdxWehEw0Wg0rVqw46nEKITj7ljvInjyNdx76Ewe3bQagYtsmfJ4eik4DlxIMSGc9rIueJkZHz9Igld27STuDg9EwOrfSv1DcOxHN2QPA107SeD5RPO5ONr3w+pDVwADeUJh/fLCOWL+Py5cuOa5r9XZ34e3pJi4pmezJE0Bjxds9tPhdBI0QJCWZcbl8JCYmsXPjS/iFH9CQUTg49vFWayerN9eDO8BCYy1F+WOZNGkSBw4cOCSKJgRoFPdVsjWGRIuRap+ei7/1fTzuTnTJJUgk9pKruEz8ilh6mWrYTTAEC71j0XieIxjqZMkNt6I3Dj1Z1tfX9z/tA9jt9n63EkC60UBhbAzz7UrOeFtbG0afh//e+zU8nR1R59PpdKSmph7DyqEFkzWOdRs2YLPZmDBh9BIFQghWrVqFVquls7NzVC6lCDabjZSUlEErtgiVlZW4XK5Bq4YI5jgb1//fg+TPmsfa/zzK/+77Pt3tbf2yGce7ctBotExeMJdwsIbyNw9EvR7JWNq9+i10RiOJWdkszktkZssuEgOtmLQhxiwYuj90Sk4ezbfczdbEqYSFBr1Bw5IlS4iLizumsWp1Oi74+ndIyhrLy7/7JU0VZez7cDWx9niyJkw+pnOeaCLy6UN10as/sB+d3nBaNvA5GoY1DkKIiMMvUUr5NBCG/njA6ATkT3O62lpZ/+xTbH/z1SFf/3N1E86K/ViTksnPPb4/dGOZ8oVMzS0gdewMtNJIMHjk4q6idBsyKHHkT6K7qpRQqAGLJR6d4VBjHU8ozD1bDqKvcLM0z05KsJG8vDwmT55MOBxm9+7dQ567OD2OPfVuUnLyOPsLd9BwsARH3Hp85kJk6TgudTzIVk8x03wGEj2v0euvYcHVn6dg9vwhz9fT00NHR0d/9zhQjENXV1d/7OMP47N4eMIh/3l7ezum3i46m5so3Th0EVpGRgb19fWERtm3AJS/rcEaR01NDfPmzRsypjMScXFxrFy5Eq1W21/gNlry8vKGTGndsmULMTExjB8/fsjjYmItrPrq3Zzzpa9QX1rCo3ffxY63XgMgcaQCuFEy65pbAYHHH6LDPVgFNZK731pTRVpuAVqdjmsnpDO1ax9Ck8iYSfVKHcUQvN/m5o9vVvCRdQ4H8haTkZXOnDkjx/GOhMFk5pLv/IgYq5Xn/+/HVGzdzLj5i9Ec5d/xZGE0x2KJd+Cqj17R1pfuJzkn74wtfosw0sphY9+/PUKIBPrqDPp6OxxddPA0JWVsLmOnTGfLqy8QOOyLXOv188KW7cT3dnPOooXHLeTV0JefnZqbh7BloEVLWPoJh0ee8BZlK1/Ig/pEdB0WZLiNnMmD3WAPHmykbWszFoOOy7KVSTg3N5fU1FRSU1MH10kMoCg9jrLmLvzBMBOWLmfy8nOprduO2b8RW+hiPmy4BaMULOr8iG5vKdPPv4RZF18x/D02KO0bBxqH+HglqB4JKE+0mskzH1p1tLe3Q6eysijdOHQPZqfTSSAQGCQ1ciS62tvwBIKYzWamTp066uMGMnXqVO65555hXV7DMVRKa09PD/v372fy5Mkj1skoAnfncP0vH8SakEjF1k1YE5IGKcYeK2Z7PPE2G4FgKe/8+aFBr8XGOzCYFFdgemFfI6qSvSC7MGisrLj0jiHP2egLcOuLO9E2ebljoZN8i5/zzz//qI3xUFjiHVz23R8TDPgJh4KnRZbSQCItQ6WUtNVWs/mV5/nffT+gsfTAGV3fEGEk4xCZDb+BkkaaK4T4CKVt6F0ne2CfBP5wmPRzL6G3yz0o+AXw/8rqmFBdisVmo6jo+GWdGkpLSMzMUr6AGi1aEQZkfyHRcJybnYDUwJ76esIeZYIoWnFIGvugx8df1lag6Qzw04uKaampIDU1FatVkTaYMmUKDQ0N/amZAylKiyMQkpQ2K8qnS264jbS8QroCmzio6aTSmMjCnhoCnm0ULz6bxdfdPKKRjLh+BtYD2O12gEGupQihUEjJ+PB0E2uPp2bPTnq7u6L2O5agdEdTIz2BEGeddRaGAauso+VYjh0qpXXHjh2EQqEhXUpD4Uh3cs3P7mfOZVcz66LLj3oMw7Hs+utA+mjePbgNrRCi34+eXqAYh7f/8SigwZBWjistOmkjGJZc/eYu/Ac6OXtSKt8+bxL33HMP2dnZJ2y8Cc4sLr/3pyy+7ubTzk0Tn55Jc1UF/7jzZv71zTt4/7GH6W5vY9p5FzL7kitP9fCOm5GMQ5IQ4hvAEuB54FfA68A/gLNP/tBOPvt6vFzsgtr0sbzx3H+5a1cZf65u5qHaFjaXVZDsbmfhMbgkDkeGwzSUlQwqiNHplRVDR33DiMemmYzobUZy9/+FoBQI9LQN0Br60c4qNAfczMtPZOW4BGpqavqDogATJ05Eo9EMuXrol9Ho6+2g0+u54BvfxRObwKs2HY6wj/y218mdMYdzvnjXEVdP9fX1JCQkDAreRoxDxxDKsZ2dnWi6lBXFomtvIhwKUb55Q9R+DocDk8k06qC0u6ODQK+HuMSkY141HA+Hp7RKKdmyZQuZmZmjUvONoNPrmX/ldUxZseqEjW3MghXoNDF4w20c2Ldt0GsR11JafiFNB8rp7m1Bp7HznH4Vlz63jT+W1FPu8fan6X57czkHNzQyJtXCH6+YghDihEplR0jNK2DGBZeelHMfD2MmTSEm1kJqXj7Lb7uLW//0CDfe/2eWfP6WE7LSO9WMlICsBSxES1kcW6+90xCn0cCD47I44LuQmEcepOHj93mmQHmyu6SuHJPJdEIml/aGOnw9PaQNSG0zWSTuXqjasZPMCRNHPH6GdRfpuybjCW5Al5TFpk2bmTRpMnu6e1m9rgajRvCbyyZRWVlJOBweZBxiY2MpKChg586dnH322YMM3ZiEWMwG7aDGPzLWxlvZlxNo7+bi+ufJHj+e8796d7+v1+v1Dpu5U19fH/XUGBcXh0ajGdI4tLe3o+1xY4qzM37BEtY+9RilGz9mwpLBzx5CiKMqhnvzFaVectqcuSdVqXMk8vPz2bdvH83NzfT29tLW1nZCu5MdK0p723T2llSw+ndPkve3yWiE8h5NOWcVCc4sTNY4/vONX4D0kJ2no8E6js6dLfxmZwu/itURk2wiNyOOvZsbMRt1PHPz7FMmZXEqyZ8597SouThZjPTNaZBS/kRK+eOhfj6xEZ5EEgw6rkpz8P0VZ5Oam8/KPevYPXc8/86KJ6WlnlmzZh2XSyJCQ6kiRzBw5RCfplRkNxyIbvgzkFAoyPxNB/EEtmGKTWTG1ddQU1NDfX0931lfjrbJy62LxpJuN1FWVobBYCAzc3DK7eTJk+np6emXbYig1QjGpVr7jUMwFObLT26j2h3k+zNMzJpSyMXf/mF/8Lu7u5tf//rXQ3Y9c7vddHV1DcpUAkVawWazDelWam1tRevpwlk8EaHRkD9rLlU7tw2pzJmRkTEqhdbq6mr279iuHDP21LkhBqa0bt26FaPRSHFx8Skbz0CWffkbCLR4erp45Ic/6V8JpOYVMPPCy2goK8Pt8SDQc/7Xfsb2u5fx1tcWcvs5+RQmxhKs7mbf2jo0/jD/vmEmyXGnvu5A5cQzmpjDpx4hBLMvuYrOpkaqPniXpo8/QKfTMWvWrBNy/obS/RjNsTjSD02cGYVZgIHOpuH1/wGe+f09BLxuBGFaL7udadOno9freXLLDnZsrMcSq+euJXlIKSkrKyMnJyfKDZafn4/ZbB7GtWRjb4ObcFjyw5f28MGBFu67ZAKfv/JcLvrW9zGaDy0UW1paCIVCvPfee1FP8UMFoyMMrHUYSH3ZATShILl9vXTzZ88jFAhQsXVT1L5OpxMpZX8ToaEIhUK88sorxPapmloTjr2a/XiJi4sjJSWF3bt3s3fvXiZNmnRCHjROBMbkbJYsGkc4WEtPtZnHf/1/g15/+/6nCAUrSU83o03MUVYbqXHcs6yAt29fwL4fr+DJW2bz0h3zmTnm1GkcqZxcRjIOZ31iozgNSCkswmh38N7jj3CwooJly5YNq91/tDSUlpCaV4AY4OLImT4bobHi7RleZ7+6eifNm4LIcCvvJS5mo0tgMpmYOGkSjzRq0bgDfO/ccZgNOlpbW+ns7BzkUoqg0+mYOHEiJSUleDyDn8qL0uPo9gX5fy/v4ckN1dy+JHdYffzI07/BYOC5554b1CCnrq4OIQSpqalRxx1e6xChtVxJ7x0zcQqgZMmYbXZKN0RnLUWMzkiupfXr19Pc3ExBtlITYHEcXZbRiSYvL4/GxkaCwSDTpp1sObKjY+odv2RMZiIB71rc+7N45i8PAFBTup8Ojx4IcdYXvzXksUadlnl5iUx02j65Aat84gxrHKSUwzQw/nTh8Xh4++23+f0f/kBnrB2Nr5cLFs5l3rx5J+T8fm8vrdVVUeqMcc4JaEQMoWBgyOOklLz6/b8TCJWTmVVI2ZiJVDZ1K2MumEh3bQiHTcdV0xQXUqToaijjAErWUigUiqp5iASl/72uilUT0/j2OcOX/Le3t6PRaLjiiitoa2vjrbfe6n+tvr6epKSkIZ+O7XY7Ho8nqttad30NOqutfxLXaLTkz5pLxfbNBPyD3UexsbHEx8cPaxw6OjpYs2YNhYWFxGg1xFiswxbqfVJEiufS09OPqOj6SSOE4Nzv/w6jUUPA8watm3N4+cmHWP27ZwkGSrBaTSSN++SD+SqnD6cmWneaUF1dzQMPPMBHH33EuHHjuO27P8Cemsbut14dVbPz0dBUXoqU4WidFX0MWnSEwtHtKQGe/dVP8PhqMWjjuPyXvyIzxUJ3uxd/MMyvNzQgfGGW6CqJtLkoKysjMTGxPzvocFJTU0lOTmbHjh2DthekWDHqNEzJtHP/lZPRaIb3Jra3t2O328nNzWXevHls3ryZkpKSfnfPUC4lOFTrMNC15PN6CXe6sB8mC5E3ax5Bn4/KHVujzuN0OofMWJJS8vrrrwNw7rnnKgKHp3jVAEpKa3Z2NosWLTrVQxmSWHs8K+68m5BsJ+jbQP27SXT3ZiJDzcy4+KpTPTyVU8xn2jikpqZSXFzMHXfcwWWXXUZSUhKzLrqC5oPlQ05Ox0J9XzA6NS9a9E0rJBJ/1FNyddk+arYdQKDl6u8rmUJTnXYISb69vozWEhd5GSbiehooLS3F7/dTWVk57KoBlCfFyZMnU1dXN0jhNEav5bk75vHYF2YdMePE5XL1C+QtW7aM1NRUXnzxRerq6vB4PFHB6AhD1TqUbd+CkGHSxg2uIcksmkhMrGVI11JGRgZdXV243Yeyq3w+H08//TQlJSUsXboUu91Od1sb1sRjbwB1otBqtdx4441HXWH9SZI/ex5Fi5YRCO4gFGrGHypHCMG4RcuPfLDKp5rPtHEwGAxcdNFFg3LPixYtxZKQyJZXXzgh12goLSE+LQOTNVpnRt/ngYl0+gIIhoK8+MNfE5adFE/IIaloCgDLcxIZ11VC5X+fQ0jJX6+agdVqZdOmTVRVVREKhUY0DkB/munhT9/F6TasMSOX+kspaW9v718F6HQ6Lr30Uvx+P0899RQwdDAahl45lG/djARyJg/2xWt1OnJnzKFiy8Yol9vAdpSgrGQefvhh9u/fzznnnMPcuUpaYVd76ymPN5xJLLvpi1gSktBp3kIT3EbejNmY49R4wmedz7RxGAqtTs/4BUuo2bMTb3f3cZ1LSklD6f5B9Q0DMVmVt79swyFNoUe/+lX8oWbiYlJY8b1DWSRLMuOZ7N7Foua1XJDpJy85junTp1NWVsaGDRvQ6XQjNrIBSElJOSaFU1BiMz6fb5C0dnJyMsuXL6e7uxuNRkNKSnSLS1DiBTqdbpBxaCzZS9gUS0p69Gojf/Y8fJ4eqnfvjBq/RqOhrq6O8vJy/vGPf+B2u7nuuuuYN28eQgiCfj+97k6sjlOXqXSmYTTHsvL2r9PV00sgFKZ46RF6Vat8JlCNwxDkzZhDOBTi4LbolMqjwd3SjKezY9hWgYkZyhN14779ALzz2D/oaKlBr0nhxvt/DAOym3RaDfaQ4g6atO81An4f06dPR6PRUFZWRnZ29hF7W+t0OtLS0o7JOERcQof3XZg1axaFhYVkZ2cP29RFCDEoY8nb001XUz0yLh6LJbqSdMzEKRhMJko3fDRou16v79eKevzxx7Fardx2223kDmjd2t8B7jRwK51JZE2YxKyLryA+3Un25NMrs0rl1KAahyFIyysg1h5P2ab1x3WehlJl0h9OhCt7slIU5W5up76qjJ2vvIUQFlZdtxh9onPQvr1dbgwhP0nF03A3NfDx009gtVr7dZ+O5FKK4HQ6aWhoOCqFUzjUdyHiIooghOCqq67i+uuvH/H4gbUOtXt3g5RY0jOHlETQGQyMnTqTsk3rCR82TqfTSU9PD+PGjeMLX/hClLHqalc0g1S30tGz8HM3cNNv/4J2FJ3bVD79qMZhCIRGQ+6M2RzcvoWgf+hsotHQUFqiaONnDu3uyZm9BIQZr8fHM9/9IRI/hdmJ5K76fNS+HY1Kkdn8VauYuOwctrzyAo1lB5g/fz5JSUnDykAfjtPpJBgMDinENxLDGQdQqqCPpHszcOVQtWs7aDQkjiCkVjB7Hr1dbmr3De6MtmjRIq644gquuOIKjEZj1HED24OqHD2nm36RyqlDNQ7DkDdzLgGfl+rdO4688zA0lJaQmps/rAa9IT4VjTDh9bcRDLmxGbJYdd/9Q+7b2aQYB3tKOouv/wKxdjtv/u33JCclcuedd2KzjS6AGMkoOlrXksvlwmq1HtF1NRx2ux2fz0dvby9Vu7YTNFtJGMH1M3bKDHR6AxVbBwvxWSwWiouLh9VM6jcOasxBReW4UI3DMGQWT8JgMlG2aegGNEciGAjQXFk+bLwhghY9IDFoc7juF3eAdujJt6OpEYTAlpyC0RzL2bd+mdbqSjY8/8xRjctutxMbGzvIOLhbWwgGhi7Gi9De3j5sn+fREFlx1FdW4KqvVYzDCH0S9DExJI/NpbF85D7bh9Pd3kpMrOW06DOsonImoxqHYdDp9YydMoPyLRuP2JBnKJoPlhMKBofNVIoQo49Fq8vh7FV5xDiHdw11NNZjdST2i+DlTp/FuPmL2fD807RWV456XEIInE5nf6Wxt6ebf33jdj54/J8jHjewxuFYiNQ6lG/bAkAoNu6I50vJzaP5YMVRvf9dba1YVJeSispxoxqHEcibOQdPZwcNB0qO+thIMDotb2TjcM03L+Xyi3IZf+1XRtyvo6kRe8pg3aKlN96GMTaWN//6YFTgdiScTidtbW14PB5KN3xMwOdl13tv4XEP3eDP5/PR3d09ZLxhtMTHx4OU1O3Zid5kJmw0Hdk4jM0j4PPiqh99k5+uttbTojpaReVMRzUOIzB26gw0Wh1lm48+a6m+tIS4pGQs8SNPgJbJi3Fe+dUjnq+jqQFbymB9HnOcjUXX3kRjeSn1fcZoNESKyerq6tj34WrMNjtBv2/YXtrDpbEeDd0tTcTWltJeth9LVg4Go3HINNaBpOYq2kRH41rqbm/DmqCmsaqoHC+qcRgBozmWrAmTKNu07qi1lhpK9x9x1TBa/L0ePJ0d2FOjxdsyi5RGQe11NaM+X6SSuWLfXmr27mLKilXkTJvJtjdfIeDzRu1/PMbB5/Gw5t8P8dg9X0Hj7SVu0gz0+UU4HI4jZsbEp2egN8bQVFE2qmsFAwE8nR1YjrLns4qKSjSqcRiCN/78AKv/9XdAcS11NDYc1eTb3d5GV2vLEYPRo6WjqREAe0q0cYhLTEKnN9B+FK4Xo9FIcnIylVs3AjB+wVJmXnAZ3i43e9a8G7X/SGmsI7Hvo/d55OtfZMtrLzJx6TmknnMRfnsSLlfHqAyNRqMleWzuqI1DfwGcmqmkonLcqMbhMAJeL/s/WkN538SZO302wFEVxDWURTq/nZiVQ0ckjXWIlYPQaIhPS8dVf3SpqU6nk66DpaQXjMeekkrG+GJS8wrY8uoLUQHg9vZ2TCYTJpNp1OevP7Cf137/a6wJiVz7s/tZftuXSUhJxeVy4XK5RsxUGkhKTh7NlRWjiql099c4qG4lFZXjRTUOh1GzbxehYJDO5iYCPi8WRwKpeQWjTmkNh0NsfuUFjLGxJI9Q5HU0RArghlo5AMSnO2k/SuNgN+gQXg+ZfV3YhBDMvOBSOpoaKNs4+F5dLtdRrxoa+wzkxXf/sF+R1m63EwwGkVKO2kWVmpNH0O+jbRQrt662FgDVraSicgJQjcNhVG7vk+qWkvY6ZcLNmzGHxvLS/gKrkdj62kvUl+xl6Q239aedHi8dTQ2YrHGDWnYOxJHhpLOp6Yi1CgPpqa5AIjCkHpLpyJs1F3tKGptefm5QjOVYahxaqqswWeMw2+z92wYamNGeL6UvKN00iqB0V79bSTUOKirHi2ocDqNyx5Z+901ESjtvpiIFXb55w7DHAbTV1bD2qX+TO2M2RYuWnbAxdTY1DOlSiuBIy0DKcH8V9ZEIh0NUb9tEOM5Oc/uhHgsajZbpqy6msewAdX2yFcFgkM7OzqM2Dq01lSRmZQ8KOg9sRDRat1J8ajoGk4mmg0eOO3S1tWI0x2IwDW1EVVRURs8pMQ5CiCuEEHuEEGEhxIzDXvuuEKJMCFEihFjxSY6ro6kRV0M9k5efh0ar63dlODKcxKdljJjSGg6FeOPPv0NvjGH5rV8+oRo1rsaGYV1KyviUVqGRlc6RqN27m+72Nuy5hVFtN4uXnIXJGseml58FoLOzEynlUbmVZDhMW001SVnZg7ZHjIPBYBh1f26h0ShB6fLRGQdVU0lF5cRwqlYOu4FLgQ8GbhRCFAFXA8XASuDPQoiR25OdQCLd33Knz8KRnkFb38pBCEHezDnU7NlJQ+nQBXGbXn6OxrIDnHXzl4i1H3ux2OEEAwG62lpHXDnEpympqaONO+xbuwaDycTYqTNpbGwc1NtZb4xhyorzqdi6ibba6v5MpaNZOUTiNYmHGQej0YjZbB5VGutAUnLyaa6qIBQMjrhfd7taHa2icqI4JcZBSrlPSjnULHsR8JSU0ielPAiUAbM+qXFV7tiCLTkFe2o6Cc4s2mqr+1+beNYKTHE2nvzBt3jnoT8NagTUWl3JumeeoGD2fArnLSLg89J0sPyEjMnd0gRSjrhyMJjMWBwJozIOAb+PA+s/In/WfLKys5WGRA2D3VFTVqxCZzCy6eXnjqnGoaX6IACJWdFqtPn5+eTn54/6XKAEpUOBwKC/x1Co1dEqKieO0y3mkAEMTEup7dsWhRDiNiHEZiHE5paWluO+cCgYoHrXDrInT0cIQYIzS3kC9ipFYfGp6dz0278y7dwL2fnOmzzyjS+x94P3CAUDvP7n32Ewx3LWLXeAlLz821/wxL1fp9vVftzjimQqHV4dfTiO9IxRyUxUbNmEv9fD+IVLhlVoNcfZGL9gMSUffUBbayt6vf6I1cwDaa2uAiFIdEYbh0suuYSzzjpr1OcCJZ0VGLHeIVIAp6axqqicGE6acRBCvCOE2D3Ez0UjHTbEtiFLk6WUf5dSzpBSzkhKOv4JoW7/PgI+L9lTpgOQkJkFDHbVGM1mlt5wK9f98gFsySm8/qff8vBXb6P5YDnLb7kTc5yNjS/+j4PbtyDDYSq2bDzucUVqHOJHcCsBxKdn0l5fe8RK7n1rV2OJd5BZPBGLxYLdbo+KOwCk5hUSDPhpqashPj7+qNxArdWV2JNTT5gyqj0lDaM5lqaK4TOWelxKppKaxqqicmI4acZBSnm2lHLCED8vjnBYLZA54HcnUH+yxjiQyp1b0Wi1ZBUrchQJTsU4RDKWBpKcncPnfvJrlt/2ZQJeL8WLzyJ/9jxq9u7io/8+TuHchdhSUo9Z7nsgHY0N6GNMmI7Q8N2RnoHP04Ons2PYfXq73BzctpnC+YvRaJRQjtPpHLK3Q0JfkLujof7o01hrqoZ0KR0rQqMhJSeXxhGC0mofBxWVE8vp5lZ6CbhaCGEUQowF8oHjf/weBZXbt5BRWNSfBhmfmq5kLA3j5xYaDZPOWsntf3+cFV/6Kj0dLl79/a+xp6ZxzhfvIm/GbKp378Df6zmucXX0pbEe6cndkaa4iEaKO5RuXEc4FGL8giX925xOJ263G7fbPfh8TsU4eNpajipTKeD30dFQHxWMPl5ScvJpqTo4bC2H2gFOReXEcqpSWS8RQtQCc4FXhRBvAkgp9wBPA3uBN4A7pZRH30zhKOlub6Ol6mC/SwlAo9UqGUtHCIJqtFokktf+8Bt83d1c8PXvYDCZyZsxl1AwyMFIUd0xMpRU91BE0llHijvU7NmJJd4xqHJ7uLiDyWIlxhoHvT1HtXJor61ByjCJmdmjPmY0pOTkEQ4F+zPIDkc1DioqJ5ZTla30vJTSKaU0SilTpJQrBrx2n5QyV0pZKKV8/ZMYT+XObQBkT542aHuCM4vWmpGNA8D6Z/9L9e4dLLv5SySNGQtAeuF4YqxxlB+D3HeEcDhEZ1PjiJlKEawJiegMRtrrh5aZkFJSs3cXzqKJg1YhaWlp6HQ69u7dG3WMJSkZjd97VCuHiBvuRLqVQFk5wPBB6e72Ngwms1oAp6Jygjjd3EqnhMrtW4i1x/dP7BESMrNwtxzKWBqKqp3bWffsfyhauJQJS5f3b9doteROm0nFtk1HzM8fju62NsKh4Ig1DhEiAnzDqbN2NNbT42rvl/iOoNPpmDt3Lrt3745aPRji4tH4js44tFRXotXriU9NH/Uxo8GWnEJMrIXGYYLSagGcisqJ5TNvHMLhEFW7tpM9eVqUXz+Sijmc6JsMh3nzbw/iSHdy9i13Rh2fO3MOvp4eavftPqaxuRqVWPxoVg4wsgBfzd5dADiLJkS9tmDBAiwWC2+++eagbCdhjkWEQ+hleNRjbq2uJCEjC432xNYuCiFIyc0ftlJaNQ4qKieWz7xxaCovw9vdFeVSgkPprMPFHRorSulqbWH2JVcOmbaZPXEqOr3hiJpMw9EZ6eMwipUDgCPdibu5ecigbe3e3ZhtduLTostGjEYjy5Yto6amhj179vRv92v1gLLqGC2tJzhTaSApY3NprakkOKCiO0J3eysWNVNJReWE8Zk3Dge3bwEhGDNpatRr9pQ0tDrdkOmsoAjxCY2GsVNnDPm6PiaGrElTKNu0/qg7yYGyctDqdFhGWfXrSFcE+A6fzCPxhszD4g0DmTJlCqmpqbz99tsE+oxLT0gZ82jksgE87k56XO0nPFMpQkpuPuFQiNbqykHb3a3N9HR2YFVrHFRUThifeeNQuWMLqbn5mKxxUa9ptFri053DrhzKNq3HOa4Yk8U67PnzZs6hq62F5sqKox5bZ1Mjccmp/TUJR8KRrshvH+5a6mxqpLu9Dedh8YaBaDQaVqxYQWdnJ+vWKfUZnZ5eNHr9qLvgtVYrRjQp8+SsHFL7gtKNfUHpcCjE5lee51/fuAOd3kD25OkjHa6ionIUfKaNQ293F41lpSNOKorGUvTk2NHYQFttNbkz5ox4jdxps0CIY8pa6mhqOGJl9EDi0xWX0eHprJF4w+HB6MMZO3Ys48aNY+3atTQ3N+P1+TA5EkdvHGoqAUg8LLB/orAmJhFjjaOpopSG0hIe/+7XeP+xh3EWTeDG+/9EesGJacuqoqLyGTcOrvo6YiwWxk6JjjdESHQqGUt+b++g7RH57ryZs0e8htlmJ71g/FG1GQXFFdTR2IBtFDUOEQwxJiwJ0ZN57d5dmG12HBnOYY48xPLlywkGgzz//PMA2FPTaRulFHhrdSUx1rgTqko7ECEEqTl5lHz8IU/+4Fv0uju54Bvf5ZJ7foQtefTvk4qKypH5TBuH9IJx3P73x0nLG77Xc7/G0mGrh/LNG0jMyh7VpJQ3cw4tVQfpbG4a9dg8nR0EfF7sKUeXEupIy6C94dDKQYk37MY5fsKo9JESEhKYPXt2v1JrUlY2Pa52fJ6eIx7bWl1FUuaYE9rL4nCcRRMJ+v1MO/dCbvrdXymYPf+kXk9F5bPKZ9o4gFIfIDTDvw39GksD4g4edyd1+/eSN2PkVUOEyH7lW0aftdTfNzr16J6IHRlO2usOCfC5W5roamsZMoV1OBYtWoTJZAIgo69N51CutYHIcLgvUyn7qMZ7tMw4/xK+9PfHWHrDrWrBm4rKSeQzbxyORCRjaWBQ+uC2zUgZPmK8IUJ8WgaOjMyjci1F1FhHW+Nw6FpO/L2efgG+mr1KjcWR4g0DMZlMnH/++UyfPp3kvvjBkeIOnS3NfQ1+Tk4wOoJWp8N8BBFCFRWV40c1DkdA0VganLFUvnkDFkdCf5+B0ZA3cw61+3bT2901qv07mhoRQkNcUspRjdfRF5SOTOa1e3dhssb1r4BGS3FxMRdccAH2lFTFOB7BOETSS0+0ppKKisqpQTUOoyAhc0y/cQj6/VTu2Eru9NlH5evOmzEHGQ5zcOumUe3f0ViPNTERnV5/VGONBJ0jMho1e3fjLBpdvGEoNFot9tT0I64cDhmHozNCKioqpyeqcRgFCc4s3C3N+L29VO/eQcDnJXeU8YYIqbn5xNrjKR9lA6DRCu4djtUREeCrxd3SjLulCef40buUhiIhI/OILUhbaqqwJaeocQAVlU8JqnEYBQl9vQ3aaqsp27weg8lEZvGkozqH0GjImTaTyh1bCAWH7kkwEFdTwzEZB6HREJ+egau+dkB9w+iD0UPhcGbS2dQ0pGxFhNbqypMejFZRUfnkUI3DKEjoE+BrramiYstGsidPP2p3D0DujNn4e3v7g8TD4e3pxtvlPqoah4E40jJo7zMOMRYricdZsezIyETKcL8Q4OEEAwFcDXVqvEFF5VOEahxGgT01Fa1ez54179LT4Rp1CuvhZE2YPCohvobSEoBjntQdGU46W5qp2rUd5/jiEVN1R0OkZehwcYf2uhpkOHzSM5VUVFQ+OVTjMAo0GiVjqW7/nj6hvZnHdB69URHiq9i6cUQhvj3vv0tMrIWsiVOO6Trx6U6Qku621qNKYR3+fBkgxLC1Di1VBwGlYE5FReXTgWocRkkkFTSzaAIxFssxnyd3+mzcLc1RyqIRvD3dlG1ax7gFi4/JdQWHBPiAEcX2RoveYMSWlDzsyqG1pgqtTof9BDf4UVFROXWoxmGURIzDaAvfhiNnmrLqGC5r6cC6tYQCAYoXnXXM13D09WyIibWcsKd5R0bmkMYhHApRvmUjSdk5aHW6E3ItFRWVU49qHEbJmIlTsDgSyJ8977jOY4l3kJpXMKyUxp733yXBmUVKn2zFsaCPicGWkqr0iz7OeEMER0Ym7Q11hMOhQdt3r34bV30tsy6+4oRcR0VF5fRANQ6jJC2/kC/+5VGsJ6DbWO60WTSWHaCnwzVoe3t9HfUH9lG0aNlxi8ld+p3/x9m33HFc5xhIQkYmoUAAd3Nz/7aA18vHzzxBemERece5olJRUTm9UI3DKSC3X4hvsGtp7wfvIYSGooVLj/sajnTnCZXOdvRlLA2U0dj86vP0dLhYdO1NqjKqisqnDNU4nAISs7KxJiZRsfWQcZDhMHs/eI8xk6eOui3oJ8nh6ayezg42vfQc+bPmkVE4/lQOTUVF5SSgGodTgBCC3Omzqdq5nYDfB0D1np10tbVQvGjZKR7d0MRYLJht9v6Vw7pn/0PQ72PB5z5/ikemoqJyMlCNwykid/osgn4f1bt2ALD3/XcxmmPJnXn6+u4T+jKWXA117HznDSadtXJQ2qyKisqnB9U4nCKcRRMxmExUbNmIv9fDgY0fUzh3IXqD8VQPbViUdNZaPvzPo2h1euZe/rlTPSQVFZWThJqYforQ6fVkT55O+daNpOYXEPT5KFp87LUNnwSOjEx8nh5KN3zM3MuvOWm9olVUVE496srhFJI7fRY9rnY+fvoJ4tPSSS8Yd6qHNCKRoLTZZmfGBZec4tGoqKicTFTjcAoZO3UGQmjobm+jaNFZp306aFL2WPTGGBZ+7gYMMaZTPRwVFZWTyCkxDkKIXwsh9gshdgohnhdC2Ae89l0hRJkQokQIseJUjO+TwmSNI71wPAhB0aLjr2042ZjjbNz5z/8wYenyUz0UFRWVk8ypWjm8DUyQUk4CDgDfBRBCFAFXA8XASuDPQgjtKRrjJ8L8K69lyfW3EJeYfKqHMiq0umMTA1RRUTmzOCXGQUr5lpQy2PfreiCSD3kR8JSU0ielPAiUAbNOxRg/KTKLJzF91UWnehgqKioqgzgdYg43A6/3/T8DGCj9Wdu3LQohxG1CiM1CiM0tLS0neYgqKioqny1OWiqrEOIdYKg+l9+TUr7Yt8/3gCDwROSwIfYfsiuOlPLvwN8BZsyYMXznHBUVFRWVo+akGQcp5dkjvS6EuAE4HzhLHmqLVgtkDtjNCQzduFhFRUVF5aRxqrKVVgL3ABdKKT0DXnoJuFoIYRRCjAXygaG74qioqKionDROVYX0HwEj8HZfbv96KeWXpJR7hBBPA3tR3E13SilDI5xHRUVFReUkcEqMg5Qyb4TX7gPu+wSHo6KioqJyGKdDtpKKioqKymmGahxUVFRUVKIQhxKFzlyEEC1A1XGcIhFoPUHDOZ1Q7+vM49N6b+p9nZ6MkVImDfXCp8I4HC9CiM1SyhmnehwnGvW+zjw+rfem3teZh+pWUlFRUVGJQjUOKioqKipRqMZB4e+negAnCfW+zjw+rfem3tcZhhpzUFFRUVGJQl05qKioqKhEoRoHFRUVFZUoPtPGQQixsq8daZkQ4junejzHgxDin0KIZiHE7gHbHEKIt4UQpX3/xp/KMR4LQohMIcRqIcQ+IcQeIcRX+7af0fcmhIgRQmwUQuzou68f920/o+8rghBCK4TYJoR4pe/3T8t9VQohdgkhtgshNvdt+1Tc2+F8Zo1DX/vRPwHnAkXA5/ralJ6p/AultepAvgO8K6XMB97t+/1MIwh8U0o5HpgD3Nn3dzrT780HLJNSTgamACuFEHM48+8rwleBfQN+/7TcF8BSKeWUAfUNn6Z76+czaxxQ2o+WSSkrpJR+4CmUNqVnJFLKD4D2wzZfBDza9/9HgYs/yTGdCKSUDVLKrX3/70KZcDI4w+9NKnT3/arv+5Gc4fcFIIRwAquAhwZsPuPvawQ+lff2WTYOo25JegaTIqVsAGWSBZJP8XiOCyFENjAV2MCn4N76XC/bgWbgbSnlp+K+gAeAu4HwgG2fhvsCxYC/JYTYIoS4rW/bp+XeBnGq+jmcDoy6JanKqUcIYQGeBb4mpXT39QE5o+nrVTJFCGEHnhdCTDjFQzpuhBDnA81Syi1CiCWneDgng/lSynohRDJKP5r9p3pAJ4vP8srhs9CStEkIkQbQ92/zKR7PMSGE0KMYhieklM/1bf5U3BuAlLIDWIMSMzrT72s+cKEQohLFVbtMCPE4Z/59ASClrO/7txl4HsU9/am4t8P5LBuHTUC+EGKsEMIAXI3SpvTTxEvADX3/vwF48RSO5ZgQyhLhYWCflPK3A146o+9NCJHUt2JACGECzgb2c4bfl5Tyu1JKp5QyG+U79Z6U8jrO8PsCEELECiGskf8D5wC7+RTc21B8piukhRDnofhHtcA/+7rQnZEIIf4DLEGREG4CfgS8ADwNZAHVwBVSysOD1qc1QogFwIfALg75sO9FiTucsfcmhJiEErzUojykPS2l/IkQIoEz+L4G0udW+paU8vxPw30JIXJQVguguOSflFLe92m4t6H4TBsHFRUVFZWh+Sy7lVRUVFRUhkE1DioqKioqUajGQUVFRUUlCtU4qKioqKhEoRoHFRUVFZUoPssV0ioqx4QQIoSSWqtHEQZ8FHhAShke8UAVlTMI1TioqBw9vVLKKQB9MgpPAjaU2hIVlU8FqltJReU46JNRuA34slDIFkJ8KITY2vczD0AI8ZgQol/1VwjxhBDiQiFEcV9fh+1CiJ1CiPxTdS8qKgNRi+BUVI4SIUS3lNJy2DYXMA7oAsJSSm/fRP8fKeUMIcRi4OtSyouFEDZgO5AP/A5YL6V8ok/GRSul7P1Eb0hFZQhUt5KKyokhIhOrB/4ohJgChIACACnl+0KIP/W5oS4FnpVSBoUQ64Dv9fVAeE5KWXoKxq6iEoXqVlJROU76NHdCKGqcX0fRtpoMzAAMA3Z9DLgWuAl4BEBK+SRwIdALvCmEWPbJjVxFZXhU46CichwIIZKAvwJ/lIqP1gY09GUuXY8irBfhX8DXAKSUe/qOzwEqpJS/R1H3nPSJDV5FZQRUt5KKytFj6uvgFkllfQyIyIn/GXhWCHEFsBroiRwkpWwSQuxDUcuNcBVwnRAiADQCPznpo1dRGQVqQFpF5RNCCGFGqY+YJqXsPNXjUVEZCdWtpKLyCSCEiDTz+YNqGFTOBNSVg4qKiopKFOrKQUVFRUUlCtU4qKioqKhEoRoHFRUVFZUoVOOgoqKiohKFahxUVFRUVKL4/w40ekqT+owrAAAAAElFTkSuQmCC\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
     }
    ],
    "source": [
@@ -186,22 +184,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 7,
    "metadata": {
     "scrolled": false
    },
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
     }
    ],
    "source": [
@@ -222,32 +219,41 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
     },
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
+    },
+    {
+     "output_type": "error",
+     "ename": "AttributeError",
+     "evalue": "'AxesSubplot' object has no attribute 'ylabel'",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-20-5124318802ff>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     36\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscatter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0ms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m5\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'b'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'Data points'\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m#Original data points\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     37\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_title\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Linear fit example'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 38\u001b[0;31m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mylabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Temperature (C°)\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     39\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxlabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Days\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     40\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlegend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mAttributeError\u001b[0m: 'AxesSubplot' object has no attribute 'ylabel'"
+     ]
     }
    ],
    "source": [
@@ -272,7 +278,43 @@
     "plt.title(\"Median\")\n",
     "plt.ylabel(\"Temperature (C°)\")\n",
     "plt.xlabel(\"Days\")\n",
-    "plt.show()"
+    "plt.show()\n",
+    "\n",
+    "#Polyfit\n",
+    "\n",
+    "#Linear fit\n",
+    "x = np.arange(NUMBER_DAYS)\n",
+    "y = arrmean\n",
+    "fit = np.polyfit(x,y,1)\n",
+    "ang_coeff = fit[0]\n",
+    "intercept = fit[1]\n",
+    "fit_eq = ang_coeff*x + intercept\n",
+    "fig = plt.figure()\n",
+    "ax = fig.subplots()\n",
+    "ax.plot(x, fit_eq,color = 'r', alpha = 0.5, label = 'Linear fit')\n",
+    "ax.scatter(x,y,s = 5, color = 'b', label = 'Data points') #Original data points\n",
+    "ax.set_title('Linear fit example')\n",
+    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "#Polynomial Fit\n",
+    "fit = np.polyfit(x, y, 2)\n",
+    "a = fit[0]\n",
+    "b = fit[1]\n",
+    "c = fit[2]\n",
+    "fit_equation = a * np.square(x) + b * x + c\n",
+    "#Plotting\n",
+    "fig1 = plt.figure()\n",
+    "ax1 = fig1.subplots()\n",
+    "ax1.plot(x, fit_equation,color = 'r',alpha = 0.5, label = 'Polynomial fit')\n",
+    "ax1.scatter(x, y, s = 5, color = 'b', label = 'Data points')\n",
+    "ax1.set_title('Polynomial fit example')\n",
+    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax1.legend()\n",
+    "plt.show()\n"
    ]
   },
   {
@@ -284,18 +326,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 71,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
-     "metadata": {},
-     "output_type": "display_data"
+     "metadata": {}
     }
    ],
    "source": [
@@ -333,22 +374,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 10,
    "metadata": {
     "scrolled": true
    },
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
     }
    ],
    "source": [
@@ -370,22 +410,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 11,
    "metadata": {
     "scrolled": true
    },
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
     }
    ],
    "source": [
@@ -406,34 +445,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": 12,
    "metadata": {
     "scrolled": false
    },
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
     },
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
      "metadata": {
       "needs_background": "light"
-     },
-     "output_type": "display_data"
+     }
     }
    ],
    "source": [
@@ -470,18 +507,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "image/png": 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\n"
      },
-     "metadata": {},
-     "output_type": "display_data"
+     "metadata": {}
     }
    ],
    "source": [
@@ -532,4 +568,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
\ No newline at end of file

From faf1496c21128b801065a086facf5b25f5406258 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Wed, 3 Mar 2021 17:55:48 -0500
Subject: [PATCH 37/46] Update Graphing.ipynb

---
 .../Deliverable_2/Graphing.ipynb              | 35 ++++++++++++-------
 1 file changed, 23 insertions(+), 12 deletions(-)

diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
index 700a71b7..583f09e8 100644
--- a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -219,14 +219,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
@@ -245,15 +245,26 @@
      }
     },
     {
-     "output_type": "error",
-     "ename": "AttributeError",
-     "evalue": "'AxesSubplot' object has no attribute 'ylabel'",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-20-5124318802ff>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     36\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscatter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0ms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m5\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'b'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'Data points'\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;31m#Original data points\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     37\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_title\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Linear fit example'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 38\u001b[0;31m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mylabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Temperature (C°)\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     39\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxlabel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Days\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     40\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlegend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mAttributeError\u001b[0m: 'AxesSubplot' object has no attribute 'ylabel'"
-     ]
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
     }
    ],
    "source": [

From 5758c1c6c1b9de4af165eb199f8ffb6d86dd7c47 Mon Sep 17 00:00:00 2001
From: varocarras <34591902+varocarras@users.noreply.github.com>
Date: Tue, 23 Mar 2021 13:47:36 -0400
Subject: [PATCH 38/46] Included Solar Surface Radiation

---
 .../Datasets/historical_data_fin.csv          | 6271 +++++++++++++++++
 .../Deliverable_2/Graphing.ipynb              |  319 +-
 2 files changed, 6543 insertions(+), 47 deletions(-)
 create mode 100644 NaturalDisasterProject/Datasets/historical_data_fin.csv

diff --git a/NaturalDisasterProject/Datasets/historical_data_fin.csv b/NaturalDisasterProject/Datasets/historical_data_fin.csv
new file mode 100644
index 00000000..b5234eb2
--- /dev/null
+++ b/NaturalDisasterProject/Datasets/historical_data_fin.csv
@@ -0,0 +1,6271 @@
+datetime,temperature,wind_speed,surface_solar_radiation,relative_humidity,surface_pressure,total_precipitation,latitude,longitude
+2010-02-27,8.5,1.51,233,0.5,101170,0.0,32.7003,-90.6783
+2010-02-28,8.04,2.59,75,0.62,100953,0.19,32.7003,-90.6783
+2010-03-01,5.64,4.81,89,0.76,100742,0.3,32.7003,-90.6783
+2010-03-02,5.33,3.02,182,0.59,101282,0.0,32.7003,-90.6783
+2010-03-03,5.36,0.77,242,0.56,101601,0.0,32.7003,-90.6783
+2010-03-04,7.5,1.68,240,0.49,101753,0.0,32.7003,-90.6783
+2010-03-05,9.39,1.87,241,0.46,101960,0.0,32.7003,-90.6783
+2010-03-06,10.81,1.32,182,0.5,101827,0.0,32.7003,-90.6783
+2010-03-07,14.21,2.0,211,0.58,101385,0.0,32.7003,-90.6783
+2010-03-08,14.23,4.24,66,0.71,100575,0.59,32.7003,-90.6783
+2010-03-09,18.18,3.99,102,0.89,100028,0.58,32.7003,-90.6783
+2010-03-10,19.06,1.19,229,0.68,99740,0.76,32.7003,-90.6783
+2010-03-11,15.27,2.71,193,0.6,99898,0.3,32.7003,-90.6783
+2010-03-12,11.35,3.91,121,0.55,100027,0.0,32.7003,-90.6783
+2010-03-13,12.31,3.29,191,0.63,100372,0.0,32.7003,-90.6783
+2010-03-14,13.47,3.57,236,0.63,101145,0.0,32.7003,-90.6783
+2010-03-15,12.03,3.12,191,0.65,101596,0.0,32.7003,-90.6783
+2010-03-16,11.88,2.5,123,0.68,101409,0.01,32.7003,-90.6783
+2010-03-17,12.51,2.53,194,0.64,101278,0.0,32.7003,-90.6783
+2010-03-18,13.13,1.36,241,0.57,101159,0.0,32.7003,-90.6783
+2010-03-19,14.55,2.91,169,0.63,100899,0.02,32.7003,-90.6783
+2010-03-20,7.48,4.78,108,0.73,100359,0.46,32.7003,-90.6783
+2010-03-21,7.46,4.25,101,0.75,100616,0.04,32.7003,-90.6783
+2010-03-22,13.73,1.81,266,0.64,101002,0.0,32.7003,-90.6783
+2010-03-23,15.55,2.99,269,0.66,101051,0.0,32.7003,-90.6783
+2010-03-24,17.89,3.69,164,0.69,100441,0.44,32.7003,-90.6783
+2010-03-25,13.7,3.34,250,0.56,100913,0.0,32.7003,-90.6783
+2010-03-26,14.19,3.41,273,0.63,100776,0.0,32.7003,-90.6783
+2010-03-27,15.6,4.09,147,0.63,100537,0.07,32.7003,-90.6783
+2010-03-28,12.83,3.26,257,0.58,100991,0.0,32.7003,-90.6783
+2010-03-29,13.47,1.17,286,0.55,101089,0.0,32.7003,-90.6783
+2010-03-30,16.81,3.33,289,0.54,101044,0.0,32.7003,-90.6783
+2010-03-31,18.59,3.41,290,0.58,101109,0.0,32.7003,-90.6783
+2010-04-01,19.68,3.96,247,0.64,100815,0.0,32.7003,-90.6783
+2010-04-02,21.28,2.58,264,0.63,100839,0.46,32.7003,-90.6783
+2010-04-03,21.2,2.69,147,0.73,101225,0.01,32.7003,-90.6783
+2010-04-04,22.43,3.52,270,0.68,101384,0.0,32.7003,-90.6783
+2010-04-05,22.56,4.6,282,0.63,101012,0.0,32.7003,-90.6783
+2010-04-06,22.91,5.25,217,0.63,100561,0.0,32.7003,-90.6783
+2010-04-07,17.55,3.36,265,0.59,100632,0.26,32.7003,-90.6783
+2010-04-08,14.64,0.37,309,0.46,101354,0.0,32.7003,-90.6783
+2010-04-09,16.51,1.96,301,0.46,101742,0.0,32.7003,-90.6783
+2010-04-10,18.26,1.34,295,0.52,101812,0.0,32.7003,-90.6783
+2010-04-11,19.31,2.07,304,0.54,101695,0.0,32.7003,-90.6783
+2010-04-12,20.17,2.08,300,0.54,101660,0.0,32.7003,-90.6783
+2010-04-13,20.86,2.69,264,0.56,101849,0.0,32.7003,-90.6783
+2010-04-14,21.55,2.67,284,0.6,101902,0.0,32.7003,-90.6783
+2010-04-15,20.86,1.15,273,0.58,101708,0.0,32.7003,-90.6783
+2010-04-16,20.74,1.1,255,0.61,101125,0.0,32.7003,-90.6783
+2010-04-17,19.69,3.35,238,0.48,101002,0.0,32.7003,-90.6783
+2010-04-18,16.68,2.7,144,0.47,101109,0.09,32.7003,-90.6783
+2010-04-19,17.49,1.89,281,0.56,101017,0.0,32.7003,-90.6783
+2010-04-20,17.89,0.52,308,0.53,100772,0.0,32.7003,-90.6783
+2010-04-21,20.35,2.17,292,0.58,100550,0.0,32.7003,-90.6783
+2010-04-22,21.55,3.99,116,0.74,100321,0.18,32.7003,-90.6783
+2010-04-23,23.58,4.99,179,0.8,99711,0.74,32.7003,-90.6783
+2010-04-24,25.97,4.37,168,0.41,99493,0.0,32.7003,-90.6783
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diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
index 583f09e8..4453f429 100644
--- a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -35,7 +35,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -53,17 +53,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
     "#Field 0: 'datatime'\n",
     "#Field 1: 'temperature'\n",
     "#Field 2: 'windspeed'\n",
-    "#Field 3: 'surface solar radiation'\n",
-    "#Field 4: 'relative humidity'\n",
-    "#Field 5: 'surface pressure'\n",
-    "#Field 6: 'total precipitation'\n",
+    "#Field 3: 'surface solar radiation' -Alvaro\n",
+    "#Field 4: 'relative humidity' -Abdullah\n",
+    "#Field 5: 'surface pressure' -Frazier\n",
+    "#Field 6: 'total precipitation' -Simon\n",
     "#Field 7: 'latitude'\n",
     "#Field 8: 'longitude'\n",
     "\n",
@@ -83,7 +83,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -108,7 +108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {
     "scrolled": false
    },
@@ -117,8 +117,8 @@
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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -149,7 +149,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {
     "scrolled": true
    },
@@ -158,8 +158,8 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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@@ -184,7 +184,7 @@
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+   "execution_count": 8,
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    },
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      },
      "metadata": {
       "needs_background": "light"
@@ -219,15 +219,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -259,8 +259,8 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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bN2bs2LHA8cM9V5aVlcW1117Liy++SMOGdm+fMbEQq9gUKmUCv5/zV1b45ptvaNCgAenp6Tz88MN06NCBxYsXk5eXx+HDh6t8T6TbVR7aWUTCDtccqlGjRkffHzrcc2Xvvfcet912G/Pnz2fQoEHVbmeMiZ5YxKbKUibw+zl/JUBhYSG33HILt99+OyLC3r176dixI2lpabzwwguUlZUBJw5nXN12lW3cuJEvvvgCgFdeeYVzzz2Xs846i/z8fNauXQvACy+8wMiRIyMuc2hZysvL2bRpE6NGjeIvf/kLe/bs4cCBA3W6FsaYyPkdm6qSMoHfj/krK2bg6tOnD6NHj+aiiy7i3nvvBdxQylOnTmXo0KGsXr2a5s2bAycOZ1zddpX16tWLqVOnkpWVxa5du/jxj39M06ZNee6555gwYQL9+vUjLS2NW26JfHqDa665hgcffJABAwawZs0arrvuuqPz+t555520bt263tfIGBOen3PrVnvMSNMF8ZSMwzLXRn5+PmPHjmXZsmXxLkrEUun3Y0yiqm5Y5pSp8RtjjHEs8AdAZmZmoGr7xpjEFujAH4Q0VSqy34sxiS2wgb9p06bs3LnTgkyCUVV27txJ06ZN410UY0w1AnuXTkZGBgUFBRTGotOrqZWmTZuSkZER72IYY6oR2MDfqFEjunbtGu9iGGNM4AQ21WOMMaZufAv8ItJJRKaLyEoRWS4iP/PWnyIi00RkjfezjV9lMMYYcyI/a/ylwM9VtRcwFLhNRHoDdwGfqGp34BNv2RhjTIz4FvhVdYuqLvCe7wdWAqcDlwNTvc2mAuP9KoMxxpgTxSTHLyKZwADgS6CDqm4B9+EAVDkkkYjcLCJ5IpJnPXeMMSZ6fA/8ItICeAO4Q1X3Rfo+VX1KVXNUNad9+/b+FdAYY1KMr4FfRBrhgv5Lqvqmt3qbiHT0Xu8IbPezDMYYY47nZ68eAZ4BVqrqQyEvvQNM9p5PBt72qwzGGGNO5OcNXOcAk4ClIrLIW/cb4E/AqyJyI7ARmOBjGYwxxlTiW+BX1VlAdVMKXODXcY0xxoRnd+4aY0yKscBvjDEpxgK/McakGAv8xhiTYizwG2NMotqxA3yYbMoCvzHGxFB5OWzbVkM8Ly6G996DJ56AVauiXgYL/MYYEyPl5TBqFGRkQG6uWz6OKixbBo8/Dnl5cPbZ4MOEU4GdgcsYY4KmsBDmzIHSUvezsBA6dPBe3L3b1fLXroWOHeF734PTTvOlHBb4jTEmRtLTYfhwF/SHD3fLlJW5FTNnQloajBkDQ4a45z6xwG+MMTEiAtOnu5p+ejrIhnxXyy8shF694OKL4eSTfS+HBX5jjImhtDTo0OIgvD0NFi2C1q1dWqdHj5iVwQK/McbEiiosWAAffwyHD8OIEXDeedCoUUyLYYHfGGN8UF4ektIRYMsWl9YpKIDMTLj0UojTJFMW+I0xJsoqum3OmQO5Q4v58K7ppOXNg5NOgn/7N8jK8j4N4sMCvzHGRFlhIcyZrZxVtowBcz6kaMZBWowaDOefD02bxrt4FviNMSba0qWQ+7u9T+ma9TTrdjrN7/genO5Pn/y6sMBvjDHRUlICM2cic+dy1w1N2D1gLKeMHog0SKxBEizwG2NMfanC8uXw4Yewfz8MHEja6NG0PemkeJesShb4jTGmPgoL4f33Yf16N9TC1Ve7wXgSWNjALyLDgOuAEUBH4BCwDHgPeFFV9/peQmOMSUQlJTBjBnz5JTRu7LpnDhrk61AL0VJt4BeRD4DNwNvA74HtQFOgBzAKeFtEHlLVd2JRUGOMSQiqsHQpfPQRHDwIAwe63jrNm8e7ZBELV+OfpKo7Kq07ACzwHv8lIu18K5kxxiSarVtdWmfjRjj9dJg40f0MmGoDfxVBv07bGGNM4BUVudHV8vKgWTMYNw4GDIjrTVj1ES7VMwK43Vv8v6o6IyYlMsYkpBOGIEgF5eUwfz58+qnL6Q8Z4mZQadbshM2CdG3CtUL8FzDZezxY2x2LyLMisl1EloWsyxaRuSKySETyRGRI7YtsjIm1GmeOSkYbNsBTT7nxdTp0gB/9yA2bXEXQD9q1Ea1m4kcR+QugQDnQXFV/Wqsdi5yHaxN4XlX7eus+Ah5W1Q9E5BLgV6qaW9O+cnJyNC8vrzaHN8ZE0bZtLrCVlkLDhm6csaMzRyWbvXth2jQ3BWKrVnDRRdC7d7VV+US+NiIyX1VzKq8Pl+P/lYj0BBqo6oraHlBVPxORzMqrgYpZBlrheg0ZYxJclTNHJZsjR9wJzprleu6MHAnnnlvjkMlBvDbhcvztqSLoi0gfYLuqFtbheHcAH4rIX3FppuFhjn8zcDNA586d63AoY0y0nDBzVADy2BFThRUrXPfMvXuhTx+48EI3QUoEgnhtwuX4HwOqGiw6A/jvOh7vx8CdqtoJuBN4proNVfUpVc1R1Zz2cRqz2hhzTFqaS2EEIbBFbMsWmDIFXnvNjZp5/fUwYUK1Qb+83KV2KmfIg3ZtwgX+fqo6s/JKVf0QyKrj8SYDb3rPXwOscdeYBFRdgAu6o+e1/wC8845rvC0shLFjXeNtZmbY9watEbc64QJ/uMRWXecJ2wyM9J6fD6yp436MMT5JlgBX+cOrvBxG55Zy1emz+Z+sxyhfuAiGDoWf/hRycmocaqGw0OXxS0vdz8K6JLsTRLgzXeP1vDmOiFwMfFPTjkXkFeALoKeIFIjIjcAPcXf8Lgb+gJfDN8YkjmQIcCd8eJUpu2avpP/svzGqbBqfbcxkx1W3wXe+E/HEKBWNuA0bBqcRtzrhhmy4E3hXRK4C5nvrcoBhwNiadqyqE6t5aVCtSmiM8U1VNx4FsZdKZaEfXt/M3sL+xz+k7a58Op+RzpPrJ3HqOd1of1bt9hnERtzqhOvOuVpE+gHfA/p6q2cCP1LV4lgUzhjjn9B5YYcPd0EtLS05Alx6OlwwZD/N537CpRmLObm4GXLZWH72fwbyvZ1pdT6vikbcoAt3A5dodS/WYptosBu4jIm+RL7xqF4OH4YvvqB81myK9pXR/IKhyHkjEmKu21ir9Q1cwHQReQN4W1U3huyoMXAurofOdGBKlMtqjImBZEjpHEcVFi924+rs20da7960GD0aTjkl3iVLOOEC/xjgB8ArItIV2AM0wzUIVwy9sMjvAhpj/JEMKZ2j1q93N2Bt2eKGSb7ySrAbP6sVLsdfDPwN+JuINALaAYdUdU+MymaM8Vngc9Y7drhxdVatcuPqfPe70LdvwD/F/BfRnLuqegTY4nNZjDEmMgcPumkP5893Y+lccIHrk1/DuDrGscnWjTHBceQIzJ3rBlI7csTdeDVyZKCmPUwEFviNSRFBmyzkOOXlruF2+nTYtw969YLRo6Ft23iXLJAiCvwi0gXorqofi0gzoKGq7ve3aMaYaKmuz37CU4W1a10ef/t21//0u9+FLl3iXbJAqzHwi8gPcUMrnAJ0w43O+SRwgb9FM8ZES1XDMCR8o+7mzS7gr1/vumRedZWr6Qfu60riiaTGfxtuFM0vAVR1jYgEvcevMSklUH32d+1yffGXLYOTToJLLoFBg6BBg5gWI9CpsRpEEvhLVPWweGcuIg1xM2kZYwIiEH32Dx6EmTMhL88F+fPOg3POgSZNYl6UwKbGIhRJ4J8pIr8BmonIhcCtwL/8LZYxJtoSts9+SQl88cWxXNTAga6nTsuWcStSIFNjtRBJ4P81cBOwFPgR8D7wtJ+FMsakgLIy1w9/5kxX2+/dG84/H9q1i3fJgpUaq4OwgV9E0oAlqtoX+J/YFMmY1JbMuWXAneCyZS6Pv2ePm/Vq4kTXYydBBCI1Vg9hA7+qlovIYhHpHDpQmzHGH0mdW1aFNWvgk0/c0KAdO8Jll1GeeQaFO4R0jU+Are6DNmFTY1EQSaqnI7BcROYBBytWquo430plTIpK2tzyhg0u4G/c6LpmXnkl9OlDuUpcP+iS+oM2jEgC//2+l8IYAyRhbnnzZpfSWbvWNdaOHQsDBhztmlm4Pb4fdEn7QVuDGgO/qs6MRUGMMUmUW96xwwX8FSugWTO46CIYPPiEQdTi/UEX7+PHSyR37u7nWL/9xkAj4KCqnuxnwYxJVYHOLe/e7XrpLF7sgvzIkTBsWLWzX8X7gy7ex4+XSGr8x3WmFZHxuDt5jTHG2bcPPvsMFixwn1zDhrmbryIYNTPeH3TxPn481Hp0TlV9S0Tu8qMwxpiAOXjQDZH81Veu186gQTBiBJxsCYFEFkmq54qQxTQgBxuywZjUVlTkEuPz5rlx8fv3d2mdNm3iXTITgUhq/JeFPC8F8oHLfSmNMSaxFRe74RXmzoXDh900hyNHRnS3bdLfmBYgkQT+p1V1dugKETkH2B7uTSLyLDAW2O7d+Vux/ifA7bgPkfdU9Ve1LrUxJrZKSuDLL10tv7jYDY88ahSkp7uAvi18QE/V/vKJKpLA/xgwMIJ1lU0BHgeer1ghIqNw3xayVLXEhnc2JsGVlLh0zpw5cOgQ9OjhInjHjkDkAT1V+8snqmoDv4gMA4YD7UXk30NeOhmocWBsVf1MRDIrrf4x8CdVLfG2CfutwRgTJ4cPHwv4RUXQvTvk5sLppx+3WaQBPVX7yyeqcDX+xkALb5vQLp37gCvreLwewAgR+T1QDPxCVb+qakMRuRk38xedO3eu4+FMorJ8r5Nw1+HwYddDZ84c12PnzDNdwK9mALVIA3qq9pdPVKIavoOOiHRR1Q112rmr8b9bkeMXkWXAp8DPgMHAP4AztIZC5OTkaF5eXl2KYBKQ5XudhLoOlWv4Z57pGm07darxrQn34WWOEpH5qppTeX0kOf4iEXkQ6AMcvf1OVc+vQzkKgDe9QD9PRMqBdkBhHfZlAsryvU5CXIeSkmM1/IqAH6aGX5VUvAEq6CKpX7wEfA10xQ3Ylg9UmZ6JwFvA+QAi0gOXTtpRx32ZgKpIDzRseGJ6oLzcjdhbwxfRpBDuOviuuNjdafvII/Dxxy53f9NNcN11URkXP5a/x1T6m4mWSGr8bVX1GRH5mTdg20wRqXHgNhF5BcgF2olIAXAv8CzwrJfyOQxMrinNY5JPdfnehEp9xEBc8t6HDrk++F9+6YJ/z55ubttKjbb1EcvfY6r9zURLJDn+uao6VEQ+BB4FNgOvq2q3WBQQLMefKrZtc5XN0lJXCy4osBRC1Bw86AL+vHkuvdOrlwv4XrfMaIrl79H+ZsKrT47/P0WkFfBzXP/9k4E7o1w+Y6zLnx/273cXNC/PRcfevV3A9zE6xvL3aH8zdVPTnLsNgO6q+i6wFxgVk1KZlGRd/qJozx43eNrChS753a+fGzwtBhOZx/L3aH8zdVPTnLtlIjIOeDhG5TEpznqI1FNhIcyeDUuWuCg4YIAbHjnGg6fV9/dYmy6i9jdTe5GkeuaIyOO4Pvehc+4u8K1Uxpja2bzZ1fBXrnTJ7sGDXcAP4PDI1mDrv0gC/3Dv5wMh6xSvW6YxJk5U3eTln3/u5rRt2tSlc84+O6IJUBJVQtzfkOQimYHL8vrGJBJVWL3a1fA3bXJBfvRoyMmpdorDILEGW/9FMhFLB+APwGmqerGI9AaGqeozvpfOGHNMWRksX+4C/vbt0Lo1XHKJy+OHTGIe9CEUrMHWf5GkeqYAzwH3eMurcfl+C/zGxMLhw653zhdfuN466elwxRXQpw80OH6g3GTJj1uDrb8iCfztVPVVEbkbQFVLRaTM53IZY4qK3B228+a5O247dYKLL3Zj4ldTDbb8uIlEJIH/oIi0xZtnV0SG4vr0G2P8sHu3q90vXOjms+3Z0/XQiWB4csuPm0hEEvj/HXgH6CYis4H21H08fmNMdTZvdn3wV6xwuY6sLBe927ePeBeWHzeRiKRXzwIRGQn0BARYpapHfC+ZSWhBb0BMGKqwZo2roufnQ5MmLtiffXad++BbftzUJJJePU2BW4Fzcemez0XkSVUt9rtwJjHVtgHRPiSqUFoKS5ceS8SffDJ85zswcKAL/qZK9rcUHZGkep4H9uMGaAOYCLwATPCrUCax1aYBMVl6mURNUZEbMG3ePDhwAE49tdoeOuZ49rcUPZEE/p6q2j9kebqILParQCbxVK5l1aYB0XqZeHbudMMiL1rkGmy7d4dhw6BrV6u6Rsj+lqInksC/UESGqupcABE5G5jtb7FMoqiulhVpA2JK9zJRdXn7L75AV63mYHEDmg/vjwwfVqsGW+Ok9N9SlEUyEctKXMPuRm9VZ2AlUA6oqmb5WkJsIpZ4isZEFymXly0thWXLXJfMbdsoP6k5d740mKnLc+h/TgtLUdRDyv0t1VN9JmIZ40N5TEBEo5aVMr1MDhxw+fu8PPc8PR3GjaOwQxZ/u6chpWWWoqivlPlb8lkk3Tk3iEgboFPo9jYsc2qwfuFO2Jrmli0uf79smRtPp3t3GDoUzjgDREhXS1GYxBJJd87fAdcD6/Du3sWGZU4pqV7LqrKdg3L4+ms3pMKGDdC4MQwaBEOGnDDLlX14mkQTSarnKqCbqh72uzDGJKLQ3iQLZxex590FnLLuK9i7142QedFFrv99mCGRU/3D0ySWSAL/MqA1sN3fohiTmNLTYWzOVpg3j0szltBmfimc0fXYgGnWUmsCJpLA/0dcl85lQEnFSlUd51upjEkEZWWwciUybx5vXrSRg7mNaD48Gzl7iCXqTaBFEvinAn8GluK6cEZERJ4FxgLbVbVvpdd+ATwItFfVHZEX15gY2L8f5s93j/37oU0bZMx3aJGdDc2axbt0xtRbJIF/h6o+Wod9TwEexw35cJSIdAIu5Nh9AcbEX8X8tV995UbHLC93vXPGjYMzz7QWWZNUIgn880Xkj7ihmUNTPWG7c6rqZyKSWcVLDwO/At6uRTlNQATuBpuSEliyxAX87dtdjf7ss2HwYDjllHiXzhhfRBL4B3g/h4asq1N3ThEZB3yrqoslEFHB1EagBtHautXdaLVkiZva8LTT4PLLoW/f4+avNSYZRXID16hoHEhETsLN23tRhNvfDNwM0DmCmYdM/CX8IFpHjrg0Tl4ebNrkxqDo29fV7k8/Pd6lMyZmIrmBqwPwB+A0Vb1YRHoDw1S1tpOtdwO6AhW1/QxggYgMUdWtlTdW1aeAp8CN1VPLY5k4SNhBtHbscA21ixa5uWvbtYMxY6B/f2usNSkpklTPFOA5XG0dYDXwD6BWgV9VlwJHQ4GI5AM51qsneSTCHapH2xhOKUW+XukCfn6+yzn16gU5OZCZGZAGCGP8UW3gF5GGqloKtFPVV0XkbgBVLRWRspp2LCKvALlAOxEpAO6tw7cEEzDxvEO1vBzGn7uD0i/nM67LYn40qQg5pQ2MHg3Z2dCiRXwKZkyCCVfjnwcMBA6KSFu8cXpEZCiwt6Ydq+rEGl7PjLyYxoTh5e73T19AztwNlGoaMzecxZWXDKLdkDOsdm9MJeECf8V/y7/junJ2E5HZQHvgSr8LZkyNtm6FBQtcz5ziYk5ucwrbs0bz4rJs+p/TgrZDOPZXHKHAdUc1pg6qnYjFS8885C2mAU1w/0YlQJmqPlTlG31gE7GktuOCcUmxm6R84ULYvNn1zOnVy42M2aUL5Sp1DtyB6o7qsQ8qE05dJmJpALTgxDrTSdEsmDHhlJfDqFzl2zkbuKbnAh64ZgVpZaWuIeHiiyEr67ieOWlS9zaGhO+OWkkQP6hMYggX+Leo6gMxK4kxle3dy55PFzFo9iJGle/myNdN2JuZTZsLBkLHjlGv4iZsd9RqBO2DyiSOSHL8xsTOkSNugpNFi+Cbb2hTrrQ7sytvrMul1bDetL6ukW9/mYnQHbU2gvZBZRJHuBz/Kaq6K8blqZLl+JOcqpvFffFiN31hcbGb4CQ7G/r3p7xVm8AE41izHL8Jp9Y5/kQJ+iZygQsCe/e6HjmLFsHOnW6MnN69XcAPuckqjfqnMAJ3bSJkM3uZuojkzl0TAIFp6CspgZUrXcBfv97V9rt0gXPPdUG/SZOoHzIw18aYGLHAnySi0dDnW624vNwF+cWLXdA/cgTatIGRI914OW3aRPFgJ/KrETTW3yKS9VuLiT0L/Emivg19Ua8Vq7obrJYudY/9+91k5P37uy6YnTrFLHpVd23qE0hj/S3CvrWYaKq2cTeRWONuZOoTyLZtg4wMVytu2NC1tdapVrxnjwv0S5a4wjRo4GayyspyE5M3jE9do/K1qW8gDXe9/KiZR+33Y1JKXW7gMgFTn4a+en1jKCpy49wvWeKmLwTo3BnGjnV5+5Pif89f5WtT3/RPuG8RftTMreumiSar8ZujalVTPXwYVq1ytfu1a92b27eHfv3cw+e8fX2pQm7usUA6Y0bd0j2Vr5efNXPL8Zvashp/kvEjCNT4jaG01AX5pUth9WrXSNuqFQwb5oJ9hw6BiUjRuFmrquvlZ83cum6aaLHAH0AxbegrK3M9cpYtcz1ySkpc6iY7201b2LlzYIJ9ZX4E0qDd/WtSkwX+APJ9jJbycjdr1fLlLtgXFbn+9b16uWB/xhnWpSQMq5mbRGeBP4B8SSeUl8OGDa6RdsUKOHgQGjeGnj2hTx8488y49cgxxkSX/ScHUNTSCRXBvqJmf/CgGzahRw8X7Lt3d8vGmKSSkoE/GXpH1DmdUFbm0jgrVrhRMEODfe/eLtg3bhzt4hpjEkjKBf6UvAOytBTWrXO1+lWr4NAhF9y7dz+WxrFgb0zKSLnAnzKTV5SUuK6XK1fCmjVuuWlTl7Pv1Qu6dbM0jjEpKuUCf1LfAXnwoOtfv3IlfPON+3Rr3tzV6nv3hq5d3RAKxpiUlnKBP+n6We/a5XL1q1a54RJU3SQmgwfDWWe5wdCSPpdljKmNlAv8EPB+1qrw7bcu0K9aBdu3u/WnngrnneeC/amnJsEnmjHGL74FfhF5FhgLbFfVvt66B4HLgMPAOuAGVd3jVxmSxpEjLnWzapVL5Rw44AJ7ly4wZozL21czNk4y9GAyxkSXnzX+KcDjwPMh66YBd6tqqYj8Gbgb+LWPZQiufftckF+9+li+vkkT1wOnZ0/3s4ZRL1OyB5Mxpka+BX5V/UxEMiut+yhkcS5wpV/HTxQR17grUjhr1ria/datbn3r1jBwoAv2mZm1apxN9h5M9m3GmLqJZ47/B8A/qntRRG4Gbgbo3Lmz74XxI4jUWOM+dMj1r1+zxnW9PHjQHbxzZ7jwQndTVbt2dS5QMvdgsm8zxtSdr+PxezX+dyty/CHr7wFygCs0ggL4PR6/X0HkhLHZNykdyre4IL92LWza5Gr6J53kUjfdu7ufzZrV/+CeZK0V24xUxtQsYcbjF5HJuEbfCyIJ+rHgV0okPR1GnV1E4dx1XNpjLenPr4Wig+7Fjh1hxAhXqz/tNN+qq4HuwRRGMn+bMcZvMQ38IjIG15g7UlWLYnnscKIaRMrKXPVz3Tpk7Vr+d/QWioYqzdufhHTr5mr03bpBixZRK38qSrr7MYyJIT+7c74C5ALtRKQAuBfXi6cJME3cf+pcVb3FrzJEql5BRNXdRLVunet9s369Gx4hLQ0yMkgblUuLM890NXxLQkdVsn6bMcZvfvbqmVjF6mf8Ol5VapPfrlUQKSpyQf6bb1zA37vXrW/d2k1B2K2bGx6hadP6FN8YY3yRtHfuRrXB9vBhN259RY2+oqtl06YuwJ97rgv2bdpYzsEYk/CSNvDXq8G2tNT1uMnPd4G+oMB9kjRs6Ma+Of98N/2gj42yxhjjl6QN/LVqsC0thc2bXZDPz3dBv7TU1d5PO83t4IwzXNC3oYyNMQGXtIE/bINtaam7SzY//8RA36GDG9mya1d3I5Xl6Y0xSSZpAz+ENNiWlLh0zYYN7vHtt8cH+pwcN+BZly41jn9jjDFBl9SBn/nzYcEC2LLF5ejT0tyQxYMHu3FvOneO6l2yxhgTBMkd+IuKXIPsuee62nxGhhvhMkCSdcgFY0z8JHfgHzHCPWIgLoO8GWNMHVgYiYK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      },
      "metadata": {
       "needs_background": "light"
@@ -337,15 +337,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {}
     }
@@ -385,7 +385,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {
     "scrolled": true
    },
@@ -394,8 +394,8 @@
      "output_type": "display_data",
      "data": {
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      "metadata": {
       "needs_background": "light"
@@ -421,7 +421,7 @@
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   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {
     "scrolled": true
    },
@@ -430,8 +430,8 @@
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      "data": {
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@@ -456,7 +456,7 @@
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    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "metadata": {
     "scrolled": false
    },
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      },
      "metadata": {
       "needs_background": "light"
@@ -518,15 +518,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {}
     }
@@ -550,12 +550,237 @@
     "plt.show()"
    ]
   },
+  {
+   "source": [
+    "## Surface Solar Radiation"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "source": [
+    "### Linear graph of Surface Solar Radiation for all Tornados"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"TBD°\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot(np.arange(NUMBER_DAYS),getDataByFieldAndIndex(3,i).astype(np.float).flatten())\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Linear graph of Net Surface Solar Radiation for all Tornados"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 388.965625 262.19625\" width=\"388.965625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2021-03-23T13:44:53.444755</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.3.2, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"TBD°\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot([0,NUMBER_DAYS],[getDataByFieldAndIndex(3,i).astype(np.float).flatten()[0],getDataByFieldAndIndex(3,i).astype(np.float).flatten()[NUMBER_DAYS-1]])\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Mean and Median of Surface Solar Radiation across all Tornados "
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "#Reshape array into 2D\n",
+    "arr2d = np.reshape(getAllDataByField(3), (-1, NUMBER_DAYS)).astype(np.float)\n",
+    "\n",
+    "#Mean\n",
+    "arrmean = np.mean(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmean)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmean[0],arrmean[NUMBER_DAYS-1]])\n",
+    "\n",
+    "plt.title(\"Mean\")\n",
+    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Median\n",
+    "arrmedian = np.median(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmedian)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmedian[0],arrmedian[NUMBER_DAYS-1]])\n",
+    "\n",
+    "plt.title(\"Median\")\n",
+    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Polyfit\n",
+    "\n",
+    "#Linear fit\n",
+    "x = np.arange(NUMBER_DAYS)\n",
+    "y = arrmean\n",
+    "fit = np.polyfit(x,y,1)\n",
+    "ang_coeff = fit[0]\n",
+    "intercept = fit[1]\n",
+    "fit_eq = ang_coeff*x + intercept\n",
+    "fig = plt.figure()\n",
+    "ax = fig.subplots()\n",
+    "ax.plot(x, fit_eq,color = 'r', alpha = 0.5, label = 'Linear fit')\n",
+    "ax.scatter(x,y,s = 5, color = 'b', label = 'Data points') #Original data points\n",
+    "ax.set_title('Linear fit example')\n",
+    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "#Polynomial Fit\n",
+    "fit = np.polyfit(x, y, 2)\n",
+    "a = fit[0]\n",
+    "b = fit[1]\n",
+    "c = fit[2]\n",
+    "fit_equation = a * np.square(x) + b * x + c\n",
+    "#Plotting\n",
+    "fig1 = plt.figure()\n",
+    "ax1 = fig1.subplots()\n",
+    "ax1.plot(x, fit_equation,color = 'r',alpha = 0.5, label = 'Polynomial fit')\n",
+    "ax1.scatter(x, y, s = 5, color = 'b', label = 'Data points')\n",
+    "ax1.set_title('Polynomial fit example')\n",
+    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax1.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Net Positive Surface Solar Radiation vs Net Negative Surface Solar Radiation"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
+     },
+     "metadata": {}
+    }
+   ],
+   "source": [
+    "labels = ['Net Increase in temperature','Net Decrease in temperature']\n",
+    "sizes = [0,0]\n",
+    "explode = (.5,0)\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    \n",
+    "    #If temperature increased approaching day of Tornado\n",
+    "    if(getDataByFieldAndIndex(3,i).astype(np.float).flatten()[NUMBER_DAYS-1] - getDataByFieldAndIndex(3,i).astype(np.float).flatten()[0] > 0):\n",
+    "        sizes[0] += 1\n",
+    "    else:\n",
+    "        sizes[1] += 1\n",
+    "\n",
+    "fig1, ax1 = plt.subplots()\n",
+    "ax1.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',\n",
+    "        shadow=True, startangle=90)\n",
+    "plt.show()    "
+   ]
   }
  ],
  "metadata": {
@@ -574,7 +799,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.5"
+   "version": "3.8.5-final"
   }
  },
  "nbformat": 4,

From c40db26f8cf18ea8faf16a61041283506fb8a29f Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Tue, 23 Mar 2021 14:02:39 -0400
Subject: [PATCH 39/46] Relative Humidity

---
 .../Deliverable_2/Graphing.ipynb              | 419 +++++++++++++++---
 1 file changed, 354 insertions(+), 65 deletions(-)

diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
index 4453f429..3837d5d8 100644
--- a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -35,7 +35,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -53,7 +53,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -83,7 +83,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -108,7 +108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {
     "scrolled": false
    },
@@ -117,8 +117,8 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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YSUF6Ip+9ILTn0C6emY7DwMEptnA42NhD75AtrBd2YYIcvzHm1yJiAcQY0xvEMSkftPdZue6eTawozuSBT64J9XCUH/z5HzU09wxx9y2rQ9rkK1C7d1/a18TOuk5+dv0ykhOm1nVzqpbMctbb76/vntIZB9trnZVB5SXhceTjeCbK8c8DVp4a9EXkAhEJn6NkFAA/en4/bX3WgDadUsHTMzjMPW8e4cIz8lhbFtogMiMA/Xpsdgd3vnSAuXkWbjyzyG/v66uirGTSkuKmXNlTUdtBfloiRVnJfhpZYEyU6vk1MFYUGXB9T4WJNw428/TOE+SlJXKic4DB4anlKVXo3f92NZ39w3zzisD0qvFGckIs6Ulxfk31PFFxnKMtfdxx5cKAnRnsDRFh8cz0KVf2VNR0UF6aFXZtmE810d94qTFm96kPGmMqgNKAjUh5pXfIxnef2sO8/FTuuHIhxkBtW3+oh6WmoKPPyn1vVXPlkhlBPRt2IjMzkv2W6um32vj1q1WcWZLF5YuDvy9hPItnpXOgocfnswcauwZdjdnCO80DEwf+idr/hffvMVHkv9YfoKF7kJ/fsIyFM9IAqG7VJZlI9se3jtJntfH1K84I9VBGFPhx9+6Dm5xrF9++amFYzYwXz0xnYNhOTVufT6+vGMnvh/fCLkwc+LeJyOdOfVBEPgNsD9yQlKe217bzp3/Ucus5pZxZkj2y4/FIi2//4arQM8bwzM4TXLIgnzMK0kI9nBEz0hP9kuNv77PyhzePcPniAspLw2tmvGSW87crX+v5K2qcjdkWzwrPxmyjTbRz96vA0yLyMd4L9OVAAnBdgMelJjFks3PHk3uYlZHMN9/nzAOnJsZRkJ5IdasG/ki150QX9V2DfO3y8Jntg3OBt6VnCJvdMaWc/N2vH6bPauPf3hf6tYtTzctPJT5W2F/f7dNBNxW17awozgjbxmyjTVTO2QScKyLrgKWuh//PGPN6UEamJvS71w9zuLmXhz61Bkvie/+MZbkWDfwRbP3eRmJjJCQ9eSZSkJGEw0BL7xAzM3zL9B7v6OfP/6jhw+XFzA+j32bcEuJimJ+f5tMCr7sx2z9fFBkFj5P26jHGvAG8EYSxKA8da+/nnjePcN2qQi5ecPI5NmW5qazf2xCikampemlfI2fPySbLkhDqoZxk9O5dXwP/UztOMGw3fPnS+f4cml8tnpXOmwe9P/hppDFbmG/ccgv/30nUad493onNYfjsBac3tJqbZ6Gjf5iOPmsIRqam4nBzD0da+sLycG5/7N59cW8jZ5ZkUZgZvrUhS2al09o7RLOX9znSmG22Bn4VIDWuVE7ZGO1r3Y9V+1iZEE2G7Q6G/Xj4xlS5T4G6YnH4Bf6p7t6tbeujsqGbq4J4epgvFrtOzNrnZbqnoradM/LTyEgO38Zso3kU+EWkREQuc32eLCLhl6CLIjVt/RSkJ5KScHqmzh34j2plz6S++dd3+dyfKkI9jBHr9zaysjhzJMiGk+yUBOJjhcZu307ienFvI0BY/jYz2qJRrRs8YYzhiW3H2FLdzpqyyJjtgwc5fldJ521ANjAXKAL+gPbUD5ma1j5Kc8Y+rKI4O4W4GNFa/knYHYbXDjQTF6I2wKc63tHPnhNdfOuqhaEeyphiYoT8NN9r+V/c28iywoyAn6M7VelJ8RRnJ3sU+Nv7rHznqT2s39fIOXNy+Mql4VWJNRFPZvxfwnmaVjeAMeYQkD/hK1RA1bSNH/jjY2OYnZ2ilT2TONjYQ8+gjY7+YboHh0M9HF52pXnCeUY8MyPJp1RPfecA7x7rDOoh8VOxZGbGpJU9G6tauPLXG3n9QDPfff8iHvnsWeSlJQZphFPnSeAfMsaMrBSKSBzg255mNWU9g8O09lonPJ6uLNeiqZ5JbK1uG/m8LgxaXKzf18iCgrQx123CRUFGEg1dA16/br0rzRPu+X23xbPSqWnrG/PgmSGbnR88t49PPLCVjOR4nvnSeXzuwjlBOyPYXzwJ/BtE5DtAsohcjrM3/98DOyw1nppWZ5Aqyx3/V+Y5ec5afoePPUeiwdaa9pE0T117aAN/a+8QFTXtvC/MA+PcXAt17f1eH1ayfq/zh9qcvNAdtOKNxTPTMQYONp4+6/+Pv+/noc01fPLcUv7+5fMjYpfuWDwJ/HcALcAe4PPAC8D3AjkoNT53H5GJZ/ypDNkcNAT4gOxIZYxha3U76xY6M5ahDvyv7m/CYeB9S8Jr09aplhRm4DBwYIyAOJ7mnkG21bZHTJoHGAnmp7ZueK2yiUe31PH5C+fwg6uXkBQf2jMEpmLCxV0RiQF2G2OWAn8MzpDURNylnCXZE6d6AI629IZ1zXSoHG3to7XXyqUL89le2xHybqbr9zVSnJ08UkoYrtyHleyt72aVh/XqL+9rwhi4alnkBP6ZGUlkpcSftMDb2jvEHU/uZtHM9LBqnuerCWf8xhgH8K6IzA7SeNQkqtv6mJGeNOGJRXPzXLX8usA7pq3Vzi6Ka8uyKc5Ooa49dH9P3YPDbD7cxpVLZoRVp8qxFGYmk5kSz74Tnh9Wsn5vI2W5FhaEYYuG8YgIi2e915vfGMO3ntxN96CNX39kJYlxkTvTd/Mk1TMT2Ccir4nIc+6PQA9Mja2mtY/SCfL7AHlpiVgSYnWBdxxbq9vJTU2kLNdCSXZKSFM9bxxoxmp3hHU1j5uIsHRWBns9PKWqo8/KO0fbuHJp+P9QO9XimekcaOzBZnfwv9uO8WplM3dcuZAFMyLnB9hEJq3jB/4j4KNQHqtt6+eKSXLBIkJZnoWjOuM/jTGGLUfbOKssGxGhJCeF/9vTwLDdEZKuii/vayIvLTFitvovKUznwbdrsNocJMRN/Pf1SmUTdoeJmGqe0ZbMysBqc/DagWZ++Pf9nDcvh0+dWxrqYfmNJ03aNgRjIGpy3YPDtPVZx63hH21Obio7j3UEYVSR5XjHAPVdg3zedY5tcXYKdofhRMfAhAvmgTA4bOeNg81cu6owYsoBl87KwGp3cKi5Z6R//XjW722kMDOZZYXhcYqYN9wLvF97fBfxscIvbloRMf9Gnph0iiMiPSLS7foYFBG7iEztYErlE/fCricBqizXwvEOPX/3VKPz+wAlrp2koUj3HGrqpd9q5/x5uUG/tq+WuoL4vhMTh4CewWHePtQakWkegDm5FhLiYui32vnJ9ct87kgarjyZ8Z+U1BKRa4G1gRqQGp97sdajGX+eBWOcAS2cTnIKta3V7WQkx48sNpa4/i5rQxD4Dzb1AETUv09JdgqpiXHsre/iwxSP+7zXXWsXkZjmAYiLjeGqpTNIT4rng8u9P5Ql3HmS4z+JMeYZEflWIAajJubevFWSM3m/kzm5zs0yR1v6IiqwBNrWmnbWlGaP/Nqen5ZIQlwMdSHoZnqoqYeE2BhKPfj3DBcxMc6Kl72TVPa8uKeR/AhauxjLbz66KtRDCBhPmrRdP+rLGJzHL+qW0BCobetjVkaSRxtH3JU/R7VZ24jm7kGqW/u4Ze171ckxMcLsEFX2HGzqYU6eZUpHGYbC0lkZPLq1FrvDEDtG3ntw2M7GQy0RtXYRbTyZ8X9o1Oc2oAa4JiCjUROqbuvzeAEyLSmevLREqrWkc8TWmpPz+24l2Skh2cR1qKmX8gg5sWm0pYXpDA47ONrSO+YRiu8cbaPfaufyxeG9EzmaeRL47zPGbBr9gIicBzQHZkhqPDWtfVy1bKbHz5+j5++eZGt1OykJsSM7UN2Ks1N452gbxpigLUT2DA5zonOAWwoib2+ke4F3b33XmIH/tcomUhJiOWdOTrCHpjzkye+Yd3n4mAqgrv5hOvqHvcoHz9Fa/pNsrW7nzJKs01IrJTkp9FvttAXxuMpDzc4UXCSuv8zJtZAUH8PeMSp7jDG8ur+ZC+bnRnQvm+lu3Bm/iJwDnAvkicjXR30rHdB/0SBzH6XoSUWPW1muhfY+K539VjJTwuvw7mDr7LdyoLGHDy4//Tcm92J5bVs/uanB6ale1eiu6ImMjpWjxcXGsGjm2Au8++q7aewe5BuLIr+fzXQ20Yw/AUjF+cMhbdRHN3Bj4IemRqttG/+c3fG4K3s03QPbapyb2daWnZ5+mD1Syx+8v6eqpl6S4mMozoqcip7RlsxKZ39992mtv1+tbEKEkc6nKjyNO+N37djdICIPGWNqgzgmNYbq1j5E8OrourK8987f9bSb4nS15WgbCXExLC86fRdpUVYKIlDX5v0hI76qauphfn5axFa9LJ2VwV/+UUdde/9JBQevVjaxenZW0H5zUr7xJMffLyL/JSIviMjr7o+Aj0ydpKa1j1kZyV7lTYuzUoiNEZ3x46zoWVmcOebfX1J8LDPSk6j1csZvjKGlx7fDx6uaeiIyv+82eoHXraFrgL0nurlskVbzhDtPAv8jwAGgDGfDthpgWwDHpMZQ3dY/aVfOUyXE6fm7AL1DNvae6OLsU8o4R5udneL1EYx/+Uct5/38dZp7vDvwprPfSnPPUETm993mF6QSHysnLfC+Vuks9LtskaZ5wp0ngT/HGHM/MGyM2WCM+TRwdoDHpU5R0zr+AesTKcu1cKQlujdxvVXVgsPAOXPH74nj7SYuYwwPbnZ2qdxV1+nVeKqaIreixy0xLpYzCtLYN2rG/2plEyU5KczLj9wfaNHCk8A/7PqzQUQ+ICKrgKIAjkmdorPfStfAsE8HcZflWqhpi+7zd1/Z30RmSjxrJtgsVZKTQnPPkMfnyW6pbh8572CPFweTwKgePRHe233prAz21XdjjKFvyMbmw21ctqggIpuyRRtPAv9/ikgG8A3gX4H7gK9N9iIReUBEmkVk76jHfiAiJ0Rkl+vj/T6PPIp405ztVHPyLAwOR+/5u8N2Z0/1SxcWTNgaYbbr79bTWf+jW+pIS4pjTq6Fd497F/gPNfWQmhjHrIwkr14XbpYWptPeZ6Wha5C3DrVitTs0vx8hJgz8IhILzDfGdBlj9hpj1hljzjTGeHIC10PAlWM8/itjzErXxws+jDnqvHfAuvelf2WugFYTpXn+bdXtdA0MT3p4zWwv2jO391lZv7eR61cVsqY0mz3HOzHG89+oDjb2ML8gNeJnxkvcC7wnuni1son0pLiIbEERjSY7c9cOXO3LGxtjNgLtvrxWnay6tZ8YL0s53dyldtG6wPvy/iaS4mO4cH7ehM9z9+Wv9aBL59+2H8Nqd3DLWSUsK8qgo3+Y4x2elYIaY5wVPfmRneYBWDQjnRiB3ce7eP1AM+sW5ofkFDPlPU/+lTaLyN0icoGIrHZ/TOGat4vIblcqaNzpgYjcJiIVIlLR0tIyhctFvtq2PmZlJvt0yPOM9CQS42KicsZvjOHlfY2cPy9vwsPpATJT4klLipt0xm+M4bGtxzizJIsFM9JYUZQJOIOfJ1p7rXT0D0d8fh8gOSGWefmpPFFxjPY+q6Z5Iogngf9cYAnwQ+C/XR+/8PF6vwfmAiuBBtd7jckYc68xptwYU56XN/Fsbbqrae3zaWEXnG2HS3MsI+miaLKvvpv6rsFJ0zzgPKd4tgddOt850nZSa+cFM9JIiI1h94lOj8Z0qClyWzWMZemsDJp7hoiLES5aEN3/n0YST07gWuevixljmtyfi8gfgef99d7TlTGG6tY+rllZ6PN7lOamcLg5+ko6X97fRIzApR62DyjJSeFAQ8+Ez3lkax0ZyfF8wNXzJyEuhkUz09h9zLMZv7uiZ0EEl3KOtqQwg6d2nuCsOdmkJ8WHejjKQ56cuVsgIveLyIuurxeLyGd8uZiIjO6QdR2wd7znKqeO/mG6B20enbo1ntJcC8faB7BHQEnn4LDdb+N8eV8j5aXZ5HjYPmB2toVjHf3jXr+1d4iX9zVyw+qik3YALyvKYO+JLo9KZquaeslIdp6VMB0sdbW4vnShpnkiiSepnoeAlwD3wZNVwFcne5GIPAa8AywQkeOuHxZ3isgeEdkNrMODstBo516U9TXVA87KHqvdQX1n8HrR+MLuMLz/N29x50sHpvxedW39HGjs4QovDgOZnZ3CsN3Q0DX239NfK44zbDfcctbJZ80uL8qkZ8g20kF1IlVNPSwoSIv4ih63NaXZ/PyGZdy8NvLOFYhmnhzEkmuMeUJEvg1gjLGJyKS7XIwxN4/x8P3eDjDa1Y6Ucvoe+EdX9vhSGRQsbx5s5mhrH0eap74e8fL+RgCuWOz5Yd/u36rq2vspOqVrpsNheGxrHWvLspl3SkWOu/HbnuNdzM0bP3fvrui5esX0Obw7Jkb4yBoN+pHGkxl/n4jk4DpnV0TOBrzbsaJ8Mmx3cLi511nKOYX2ve7fFsJ9gfexrXUAtPf51vhstJf3N7FwRhqzvUiRjdTyj7HAu+lIK3Xt/XzsrNOD3Ly8VJLiY3j3eOeE79/YPUjPoI0F06CiR0U2T2b8XweeA+aKyCYgD+3H73cDVjsfvfcdjncMMDhsZ9DmGMk1l+akkBDne310floiKQmxYV3L39A1wOsHnE2+OvqHJ3n2xNr7rFTUtHP7unlevW5mRhJxMULtKSWdNruDP75VTVZKPFcuPf03iLjYGJbOymDPJCWd7h4986dBDb+KbJ5U9ewQkYuABYAAB40xU/s/U52msrGbd493cdmiAkpyUkiKjyEpLpak+FhWl0xtN6SIUJJjCeta/se3HcNhYN2CPLbXdkzpvV6rbMJh4Iolnqd5wBnAi7KST6rl7xuy8S+P7WRjVQvfff+icfdSLCvK4LGtddjsjnFbQ0TyqVtqepk08ItIEvBF4Hyc6Z63ROQPxpjobP4SIO767n//4CJKfOjJM5my3BT2159+Rmo4sDsMj287xgXzc1lZnMUbB1sYtjt83gX68v4mZmUknXaouidm51hGUj1N3YN8+qFtVDZ086Nrl/Lxs0vGfd2Kokwe3FTD4ZZeFs4Y+7pVTT3kpiZ4XGWkVKB48n/Wn3Bu4LoLuBtYDPw5kIOKRlVNvSTGxZy2qOgvZbkWjnUMMGx3BOT9p2JDVTMNXYPcsnY22RZnLXhHv28Hnw9Y7bx1qIXLF/vWJXJ2djK1bX0caOzmut9torq1j/tvXTNh0AfnjB8m3sEb6YevqOnDk8C/wBjzGWPMG66P2wA9SdnPDjX3Mi8/ldgAHcVXmmPB7jAe95QJpke3HCM3NZHLFheQbXHOhtv7fAv8Gw+1MDjs8DrN41aSbaF70MYN92zGbgx//cI5Hp0fW5ZjIS0xjt3jLPA6HIZDzb0a+FVY8CTw73RV8gAgImcBmwI3pOh0KMCzwZHKnjDL8zsXdZv4cHkR8bExZLlm/L4G/s2HW7EkxLJ2gtO2JuIufS3OTuGZL53Hklmnn9E7lpgYYWnh+Au8JzoH6LfaNfCrsOBJ4D8LZ6O2GhGpwbkp66JRG7HUFHUPDtPQNcj8AC76hWuXzie2Hcdh4KOuWvCcKc74m7qHmJWZ7PP6wLoFefzXjcv56xfOYWZGslevXV6cQWVDD1bb6em0qmnWo0dFNk/KOcfqqa/8yN1HJ5BlfjmWBNIS47yu5R+y2fnGE+/yqfNKObPEt1n0eJyLunVcMD93pN4+25IAQIePgb+1d4jcKSyexsXGcFN58eRPHMPywkysdgcHG3tGcv5uO13HM87XGb8KA5NOi4wxtUA3kAHkuD+MMbWu76kpCkbHRhGhNNfi9Yz/iYrjPL+7gbteP+z3MW2oaqbetajrlpniTPW0+Rj4W3qHyA1RHxz3Dt5TN3K9cbCZ3284wqUL88lI1kZmKvQ8Kef8EfBJ4Aiu3buuPy8J3LCiS1VTL0nxMVPaneuJ0lwLu455XiNvtTn4w5tHiBHYUNXCic4BCjO9S39MZPSirlt8bAwZyfG+z/h7hshNTfDXEL1SlJVMVkr8SXn+3cc7+dIjO1g4I43f3LwqJONS6lSeJEI/DMw1xlzsOnpxnTFGg74fVTX1MC8/lZgAVfS4leWkcKJjYMwc9Fie3nmcE50D/PCapQA8se2Y38ZyovPkRd3Rsi0JPs34B6x2+qz2KaV6pkJEWFaUyW7X4et1bf18+qFtZKUk8OAn15Ca6ElmVanA8yTw7wUyAzyOqHa4uTco2/hLcy04jGfnytrsDn73xhGWF2XwsbNmc8H8PP5accwvLZN7h2x84c/bSYiLGbOrY7Ylwac6/tZeZ4+fvBBukFpRlEFVUw/1nQPc+uBWbA7Dw59eS356ZB+srqYXTwL/T3GWdL4kIs+5PwI9sGgRjIoet1IvSjqf3VVPXXs/t6+bh4hw85pi6rsG2Vg1tWMwh2x2bvtTBfsburnnY6vH7BaalZJAW6/3gb/FHfhD2Ot+WWEGdofhxt9vpr5zgPs+Uc68fK3kUeHFk989HwZ+DuwBwm/bZ4Q75GrcFYzDt8tyPOvSaXcYfvfGYRbNTOdyV/790kUF5KYm8NjWOo82NI33vl97fBebj7Tx3zet4JJxDu/IsSSMuxFqIq09zsAfqlQPwIriTAAaugf5/cfOpLzUv5VQSvmDJ4G/1Rjz24CPJEq9V9ET+MCfZUkgIzl+0sqe/9vTwNHWPu752OqRtgcJcTHcsLqI+96uprl70OvUhTGGf392Ly/saeR7H1jEDWcWTTjOjn4rxhiv2i64Z/y5aaFZ3AUoSE/i6hWzOG9ezpidPJUKB56keraLyE9F5BwRWe3+CPjIosShZmdFT1GW/6plJlKaO/HB6w6H4e7XDzE/P5UrT2l78JE1xdgdhr9uP+71dX/1ShWPbqnjny+ey2cvmDPhc3MsCQzbDT1DNq+u0dpjdb0+tE3QfnvzKj2cRIU1T2b87hq0s0c9puWcfhKsih63spwUttWMX9L50r5Gqpp6+c1HV542pjl5qZxVls3j247xzxfN9XjMD2+u4bevH+Yj5cX82/sWTPr80Zu4vDnAu7V3iIzk+CmdXaBUNPBkA9e6MT406PvJoabeoOT33UpzLdR3OQ97OZUxhrteP8ycXAsfXD728YA3r51NXXs/7xxt8+h6z++u5wd/38fliwv48XVLPUrduAO/tyWdzl27oUvzKBUpJg38IlIgIveLyIuurxe7Dk5XU9Q9OExj92BQt/GX5Vow45R0vlrZzP6Gbr64bt64XUKvXDqDjOR4/teDmv7NR1r5+uPvUl6SxV03rxr3gJJT+dq2YartGpSKFp78n/gQ8BLgngJWAV8N0HiiyqGRo/iCV+5XmjN2s7Yhm52fvFBJWa6Fa1aOfxh4Unws160q5KW9jRM2UttX38Vtf9pOaW4K931iDUnxY59cNRbfZ/zWkJZyKhUpxg38IuLO/+caY57AVcppjLEBp+cJlNeCWdHjNl4t/wNv11Dd2sf3P7R40s6WH11bjNXu4KkdYy/yHmvv55MPbiM9KY6HP72WjBTv+tP4OuNv6dEZv1KemGhxdyuwGugTkRxcfXpcvfknPlVaecTdoydYFT0AGcnxZFsSTprxN3YNctfrh7hsUQEXL5i8Rn/hjHRWFmfyq1eq2FHXwXnzcjl/Xi6zs1No77PyiQe2YrU5eNSH1sYAKQmxJMTFeNWaeXDYTu+QTWf8SnlgosDvTvJ+HXgOmCsim4A84MZADywaHGoObkWPW2lOykmB/6cvVmJzGP7fBxd7/B6/uGkFf9hwhE2HW3lhTyMAhZnJxMcKDV2DPPq5s3xeuxARcrzs19MysnlLF3eVmsxEgT9PRL7u+vxp4AWcPwyGgMsAPYRlig419XLu3JygX7csN5W3DztbL2w52sazu+r5l0vmjfTE98S8/FR+cdMKjDFUt/ax6XArbx9uZe+Jbn53y+op9+7PSknwKtXj7tOjqR6lJjdR4I8FUnlv5u8W2N7BUaJrIPgVPW5luSk8uWOInsFhvv/cPgozk/nni+f59F4iwpy8VObkpfLxc0r9NsacVO9m/K2u3j4a+JWa3ESBv8EY88OgjSTKHG4O3VF87gXen7xwgAONPdzzsdUkJ3hedRMMWSkJHnURdWsNgwZtSkWKico3gpt4jjLvlXIGf8bvLul8bGsd583L4aow7CmTbUmg3YsOne4GbTma41dqUhMF/kuDNoooVNXUS3J8bFAretzcM/64GOEHH1riVSO0YMmxJNAzZPP40JiW3iHSk+JIjAuv31yUCkfjpnqMMe3BHEi0CVVFD0BqYhyrZ2dy/vy8sD38O8tdy99vpcCDTqCtITxrV6lIo2fBhcihpl7OnRf8ih63p754Xsiu7YkcV+Bv7/Mw8PdYdWFXKQ9pG8MQGKnoCUF+P1JkjQr8nmjtHQrpkYtKRRIN/CEQyoqeSJHjZeBv6R3Sih6lPKSBPwSq3Mcthml+PRx4M+MfHLbTM2jTXbtKeUgDfwhsq2knLTGOwszgV/REiszkeEQ869Cpu3aV8o4G/iDrGhjmhT0NfGjlrJBU9ESKuNgYMpLjPWrboLt2lfKOBv4ge2bnCQaHHdyyVs9knUy2JcGjVI9785aWcyrlGQ38QWSM4bGtdSwvymBpYUaohxP2cjwN/L3amVMpb2jgD6IddZ0caOzhZp3teyQrxdvArzN+pTwRsMAvIg+ISLOI7B31WLaIvCIih1x/ZgXq+uHosa11WBJi+dCK8Y82VO/JSU2gvd+zHH9aUpxXxzsqFc0COeN/CLjylMe+BbxmjJkPvOb6Oip0DQzz/O56rl5ZSGqibpj2hLsnvzFmwue16OYtpbwSsMBvjNkInNrv5xrgYdfnDwPXBur64ca9qPuxszTN46lsSwI2h6F70Dbh8/SsXaW8E+wcf4ExpgHA9ee4B7yKyG0iUiEiFS0tLUEbYCC4F3WXFeqirjeyPdzE5WzQpgu7SnkqbBd3jTH3GmPKjTHleXl5oR7OlOw8pou6vngv8A9N+LxWnfEr5ZVgB/4mEZkJ4PqzOcjXD4lHtzgXda9eqYu63ngv8A+P+5whm53uQZvm+JXyQrAD/3PAra7PbwWeDfL1g04XdX3nyYy/zb1rVzdvKeWxQJZzPga8AywQkeMi8hngZ8DlInIIuNz19bT27C7dqeurHIszmE8049cafqW8F7ApqDHm5nG+FVVHOj66pY6lheksK9JFXW8lJ8SSFB8z4Yy/pUd37SrlrbBd3J0Ojrb0cqCxhxtXF4V6KBErx5KoM36l/EwDfwC9Vulcu75scUGIRxK5sizxE8743Z059RAWpTyngT+AXq1sYuGMNIqyUkI9lIiVbUmkvX/8GX9LzxCpidquQSlvaOAPkK7+YSpqO7hk4bh71JQHslMmm/HrkYtKeUsDf4C8WdWM3WG4dJGmeaYi25JIe+/4O3dbe4d0YVcpL2ngD5BXK5vJsSSwsjgz1EOJaNmWePqsdgaH7WN+v7XXqgu7SnlJA38ADNsdvHmwmXUL84nV4xWnJNtVy98xTntmbdCmlPemdeBv77Oyv7476NetqOmgZ9DGZYs0vz9V2ZZ4YOxGbVabg66BYQ38SnlpWgf+H/59Hzf8fjPP764P6nVfq2wiITaGC+ZHdnO5cJA9snv39MDf1uc+a1dz/Ep5Y1oH/u98YBGLZ6Vz+6M7uXP9AeyOiQ/08JfXDjRz9twcLNqbZ8omas3c2uOq4dcZv1JemdaBPz8tiUc/dxYfXVPMPW8e4XN/qqB7cPyacH840tJLdWsfl2oZp19MGPjdu3a1nFMpr0zrwA+QGBfLT69fxo+uWcLGqhau/d0mjrT0Bux6r1U2AXCp5vf9IiM5nhiBjjECf4sr8OuMXynvTPvADyAifPycUv7y2bPo6h/m2rs3caipJyDXerWyWXfr+lFsjJCZkkDbWIG/R/v0KOWLqAj8bmfPyeGZL51Hn9XG87sb/P7+nf1Wttd26Gzfz7ItCeOmeiwJsSQnaLsGpbwRVYEfoDg7hUUz06moPfUc+KnbUNWiu3UDIDtlvMBv1fy+Uj6IusAPsKY0mx21nQzbHX5931crm8lNTWBlUaZf3zfajTvj7xnS/L5SPojawD8wbPfr5q6R3boL8onR3bp+lWVJGHPnrrNPjwZ+pbwVlYXma0qzANhW084KP/XS2VbTTs+gTdM8AZDjmvE/vq2OpPhYEuOcJ3M1dQ9y1pzsUA9PqYgTlYE/Pz2JkpwUtla389kL5vjlPTdWtRIXI5w/P9cv76feM78gFYeBO57cc9r3tHpKKe9FZeAHKC/J5o2DzRhjEJl6ambT4VZWz84iVXfr+t01Kwu56Iy8kS6dzg8HNrvDb7+xKRVNojZKrS3L4skdxznS0se8/NQpvVdHn5W99V189dIz/DQ6darMlAQydXKvlF9E5eIuQHmpMzdcUTP1ss53jrZhDJw/P2fK76WUUoEWtYF/Tq6FHEsCW/0Q+N8+3EpqYhzLtYxTKRUBojbwiwjlpVlU1HRM+b02HW7l7DnZxMdG7V+nUiqCRHWkWlOaTV17P03dgz6/x7H2fmrb+jlvnlbzKKUiQ1QH/rVlzjz/timkezYfaQXgfA38SqkIEdWBf/HMdFISYtlW7Xvgf/twG/lpiVOuDFJKqWCJ6sAfFxvD6tlZbPMxz+9wGDYfbuX8ebl+2QuglFLBENWBH6C8NIvKxm6fTuY60NhDW59V8/tKqYgS9YF/bWk2xsD2Wu9n/ZsOO/P7GviVUpEk6gP/ytmZxMWITxu53j7cytw8CzMykgIwMqWUCoyoD/wpCXEsKcxgW7V3M36rzcHW6nat5lFKRZyoD/wAa0qy2HW8kyGb3ePX7KzrYGDYrmkepVTE0cAPrCnLxmpzsOd4l8ev2XS4lRiBs+dqfx6lVGTRwA+Ul7gPZvE83fP24VZWFGeSnhQfqGEppVRAaOAHclITmZtn4bl366lt65v0+d2Dw7x7vEvz+0qpiKSB3+X2S+ZR09rHZb/cwH/8fd+Yh3u7bTnajt1hNL+vlIpIGvhdrltVxJvfvJgbzyzi4c01XHTnG9zz5mEGh99b8HU4DL1DNl4/0ExyfCyrZmeGbsBKKeUjMcaEegyTKi8vNxUVFUG73qGmHn6+/iCvVjaRmRJPUlwsvUM2+qw23H9dFy/I46FPrQ3amJRSylsist0YU37q4yE5elFEaoAewA7YxhpYKM0vSOO+W8vZcrSNxyuOERcjpCbGk5oYS2pSHJbEOC6cnxfqYSqllE9CeebuOmNMawivP6mz5uRw1hwt11RKTS+a41dKqSgTqsBvgJdFZLuI3DbWE0TkNhGpEJGKlpaWIA9PKaWmr1AF/vOMMauBq4AviciFpz7BGHOvMabcGFOel6f5dKWU8peQBH5jTL3rz2bgaUDLY5RSKkiCHvhFxCIiae7PgSuAvcEeh1JKRatQVPUUAE+7jiqMAx41xqwPwTiUUioqBT3wG2OOAiuCfV2llFJOWs6plFJRJiJaNohIC1Dr48tzgbDeKDYF0/Xe9L4iz3S9t0i/rxJjzGllkRER+KdCRCrCrSWEv0zXe9P7ijzT9d6m631pqkcppaKMBn6llIoy0RD47w31AAJout6b3lfkma73Ni3va9rn+JVSSp0sGmb8SimlRtHAr5RSUWZaB34RuVJEDorIYRH5VqjH4ysReUBEmkVk76jHskXkFRE55PozK5Rj9IWIFIvIGyJSKSL7ROQrrsenw70lichWEXnXdW//4Xo84u8NQERiRWSniDzv+jri70tEakRkj4jsEpEK12MRf19jmbaBX0Rigd/hbP28GLhZRBaHdlQ+ewi48pTHvgW8ZoyZD7zm+jrS2IBvGGMWAWfjbNG9mOlxb0PAJcaYFcBK4EoROZvpcW8AXwEqR309Xe5rnTFm5aja/elyXyeZtoEfZ6vnw8aYo8YYK/C/wDUhHpNPjDEbgfZTHr4GeNj1+cPAtcEckz8YYxqMMTtcn/fgDCSFTI97M8aYXteX8a4PwzS4NxEpAj4A3Dfq4Yi/r3FMy/uazoG/EDg26uvjrsemiwJjTAM4AyiQH+LxTImIlAKrgC1Mk3tzpUN2Ac3AK8aY6XJvvwb+DXCMemw63NdYJwNOh/s6TSgPWw80GeMxrV0NQyKSCjwJfNUY0+1q2R3xjDF2YKWIZOJsRb40xEOaMhH5INBsjNkuIheHeDj+dp4xpl5E8oFXRORAqAcUKNN5xn8cKB71dRFQH6KxBEKTiMwEcP3ZHOLx+ERE4nEG/UeMMU+5Hp4W9+ZmjOkE3sS5ThPp93YecLWI1OBMn14iIn8h8u9rvJMBI/6+xjKdA/82YL6IlIlIAvBR4LkQj8mfngNudX1+K/BsCMfiE3FO7e8HKo0xvxz1relwb3mumT4ikgxcBhwgwu/NGPNtY0yRMaYU5/9Trxtj/okIv68JTgaM6Psaz7TeuSsi78eZj4wFHjDG/Di0I/KNiDwGXIyzRWwT8H3gGeAJYDZQB9xkjDl1ATisicj5wFvAHt7LF38HZ54/0u9tOc7FwFicE6wnjDE/FJEcIvze3Fypnn81xnww0u9LRObgnOXDeycD/jjS72s80zrwK6WUOt10TvUopZQagwZ+pZSKMhr4lVIqymjgV0qpKKOBXymlosx03rmrlE9ExI6zxDQeZyO5h4FfG2McE75QqQihgV+p0w0YY1YCuLbvPwpk4Nw/oVTE01SPUhNwbd+/DbhdnEpF5C0R2eH6OBdARP4sIiPdX0XkERG5WkSWuPry7xKR3SIyP1T3opSbbuBS6hQi0muMST3lsQ5gIdADOIwxg64g/pgxplxELgK+Zoy5VkQygF3AfOBXwD+MMY+4WofEGmMGgnpDSp1CUz1KecbdMjQeuFtEVgJ24AwAY8wGEfmdKzV0PfCkMcYmIu8A33X1sH/KGHMoBGNX6iSa6lFqEq4+LnacnRm/hrNf0gqgHEgY9dQ/Ax8DPgU8CGCMeRS4GhgAXhKRS4I3cqXGpoFfqQmISB7wB+Bu48yLZgANrgqfj+Nswub2EPBVAGPMPtfr5wBHjTG/xdnpcXnQBq/UODTVo9Tpkl0nZ7nLOf8MuNtG3wM8KSI3AW8Afe4XGWOaRKQSZ+dUt48A/yQ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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -149,7 +149,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {
     "scrolled": true
    },
@@ -158,8 +158,8 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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@@ -184,7 +184,7 @@
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   {
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-   "execution_count": 8,
+   "execution_count": 7,
    "metadata": {
     "scrolled": false
    },
@@ -193,8 +193,8 @@
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      },
      "metadata": {
       "needs_background": "light"
@@ -219,15 +219,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -259,8 +259,8 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {
       "needs_background": "light"
@@ -337,15 +337,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
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\n"
      },
      "metadata": {}
     }
@@ -385,7 +385,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {
     "scrolled": true
    },
@@ -394,8 +394,8 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      "metadata": {
       "needs_background": "light"
@@ -421,7 +421,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {
     "scrolled": true
    },
@@ -430,8 +430,8 @@
      "output_type": "display_data",
      "data": {
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      "metadata": {
       "needs_background": "light"
@@ -456,7 +456,7 @@
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   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "metadata": {
     "scrolled": false
    },
@@ -465,8 +465,19 @@
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      "data": {
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315+QGgLQikCj0ZjU7zb6AX3yPKTlwWfuhPlfBWd6oiUb8Zg1BAWZ2iLQaDSJoOUQvP9rWPck2FPgtO/Cyd+A9LxESzZqqDerirO1ItBoNENJRxN8+EdY+SD4u4yxkKffAdkliZZs1JHI9hIwgCIQkVLgCuA0YDzQgdE47t/A60opf9wl1Gg0saWrA1b9CZb/Hjqb4NhL4cwfwpipiZZs1JLI9hIQRhGIyGMYQ2JeBX4N1ABpwFHAEuBHIvL9XvMFNBpNsuLzwoanjPnALQfhyM8YtQDjjku0ZKMe0yIYk5l8FsH/KaV6t40GwyJ4QURSAD0uTKNJdpSCrS/Buz+H+l1QOh+++AhMPjXRkmkC1LW6yctw4rTHbTJAWPpVBKGUgIjkA2VKqU1KKQ9G+2iNRpOs7F5q1AIc3ABFM43JYNPP07UASUZ9AttLgIVgsYi8B1wQ2HYDUCsi7yulvh1f0TQaTdQcWGvUAux9H3InwkUPwXGXGR1CNUlHXaubggS5hcDahLJcpZQLuBh4TCl1AnC21QOIiF1E1ovIqyHWLRKRZhHZEHj8xLroGo2mD7Wfwt+/DH9eDNWfwJJfwTfWwJwrtRJIYupbPQlLHQVr6aMOERkHXAb8KIpjfBPYBuT0s36ZUupzUexXo9GYNB8wGsJteBqcGbDoB7DwVkjNTrRkGgvUtro5PZldQ8DPgP8Ay5VSq0VkKrDTys4D6aefBe4CtCtJo4k17Q2w/Hew6mFAwfyvwWnfgayiREumsYjb66Ol05tQ11C49NErgTeVUs8Bz5nLAyMov2hx/38A7gDC3ZYsFJGNQBXwXaXUFov71mhGL542WPkAfHgPuFtg9pWw6PuQPynRkmkipN6sIUhS19Ak4DkRcQLvAK8DHwfmDA+IiHwOqFFKrRWRRf1stg6YpJRqFZHzgZeAPhMuROQm4CaAiRN1xqpmFOP1wLon4P27oa0Gpp8Pi38MJbMSLZkmSswagqQMFiulfqWUWgycD2wEbgDWicgzInKNiAxUh34KcIGIlAN/AxaLyFO9juFSSrUGnr8GOEWkMIQsDyul5iml5hUVaZNXMwrx+2HTc3D/ifDad6HgSLjhTbjyWa0EhjnJbhEAoJRqAV4MPBCRWcB5wJPAuWHe9wPgB4H3LMJw+1wdvI2IjAWqlVJKROZjKKb6aE5EoxmRKAW73jZSQas3Q8kx8KXnYNpndC3ACKHW7DOUoM6jYLHpnIgcB0wO2n6vUqpfJTDAvm4GUEo9BFwC3CIiXow+RldYdT1pNCOeilXwzk9h34eQPxkufgSO+SLYElN9qokPPRZBEgaLTUTkUeA4YAtgNplTwAtWD6KUeg94L/D8oaDl9wH3WZZWoxkNVG81RkPueA0yi+H838Lca8GRuAuFJn7UtbpJd9rJSElcM2grRz5JKaWdkBpNvGmqgKW/hI3PGvn/i/8bTvo6pGQmWjJNHKlrdSfUGgBrimCFiMxSSm2NuzQazWikrQ4++C2s+QsgcPJtcOq3IWNMoiXTDAGJ7jME1hTBExjK4BDgBgRQSindu1ajGQzuFlhxP3x0L3S1w5yrjFqA3NJES6YZQupa3ZTmZyRUBiuK4FHgy8BmemIEGo0mWrxuWPMofPAbaK+HmRcYtQBFRyVaMk0CqGv1cPzEvITKYEURVCilXom7JBrNSMfvg03/gKW/gOYKmHI6nPW/UHpCoiXTJAifX9HQ5k7Y0HoTK4pgu4g8A/wLwzUEgFLKctaQRjOqUQp2vA7v/Axqt8G42XDBH2HqmboWYJTT1O7BrxI3q9jEiiJIx1AA5wQtiyh9VKMZtZR/aAyGqfwYxhwBlz4OMy/UtQAaoGdWcUGyB4uVUtcPhSAazYji0GajGnjXW5A9Dj7/RyMYbHcmWjJNEmH2GUrarCER+W/gAaVUQz/rFwMZSqk+A2c0mlFLwx4jBrD5OUjLhbN/CvNvgpTEZoVokhNTERQlcR3BZuBfItKJ0SW0FkjD6A46B3gb+EW8BdRohgUt1fDB3bD2cbA5jTqAU26H9PxES6ZJYrpdQ8kaLFZKvQy8LCLTMDqJjgNcwFPATUqpjqERUaNJYjqbjZkAKx8w0kJPuBZOvwNyxiVaMs0woL7VjcMm5KYn1mVoJUawE4sTyTSaUUNXB3z8Z2M6WEej0QzuzB9BwRGJlkwzjKhrdTMmMwWbLbHZY4nrcqTRDEd8Xtj4DLz3K3AdgCPOgrN+AuPnJFqyEU2Xz4/TPvIyrZKhvQSEGUyj0WiCUAq2vgwPnASvfMPIBLr2X/DlF7QSiDO7alo55n/+w4b9TYkWJebUtbopSHANAWhFoNEMzJ734c+L4R/XgNjg8qfgxreNymBN3Hl980HcXj/76tsSLUpM8fsVe+raEt5nCMKnj96LUTgWEqXU7XGRSKNJFqrWG7UAe5ZCTilceD8cdwXYh86j2u7xsr6iiVOO7DPBddTw9rZqANrcvgRLElv21LXS0ulNeJ8hCG8RrAHWYqSMzsUIGO/ESB21/B8REbuIrBeRPvUGYnCPiOwSkU0iMjci6TWaeFC3C/5xLTy8CA5uhHN/Ad9YC8dfPaRKAOCFdQe46pFVVDa2D+lxk4VqVycbK5sBQymOJNZVNAEwNwkUQbj00ScAROQ64EylVFfg9UPAmxEc45vANiAnxLrzMOoSpgELgAcDfzWaocdVBe//Gtb9FRxpcMb3YOFtkBbqqzs01LQYBUfbD7YkhQthqHlnW03385FmEayvaCQnzcHUwqxEi2IpRjAeyA56nRVYNiAiUgp8Fnikn00uBJ5UBiuBPBHRCdiaoaW9Ad76CdxzPKx/Gk68Eb65Ac78YUKVAEBjm1FwtKO6JaFyJIq3t1VTNiadNKeNthFmEayvaGLOxPyEp46CNUXwK2C9iDwuIo9jVBlbrSj+A3AH/c8xmADsD3pdGVh2GCJyk4isEZE1tbW1Fg+t0QyApx2W/Q7umWMUhc26CL6xBs6/G7KKEy0dAI3tAUVwKLkUwf6Gdu7450Y6u+J3l97u8bJ8Vx1nzywhK9VBm3vkKIJWt5cd1S0cX5aXaFEAC4pAKfUYhrvmxcBjoek2CoeIfA6oUUqtDbdZqEOGkOFhpdQ8pdS8oqKigQ6t0YTH1wWr/2JYAO/8FCYuhJuXw8V/gvzJiZbuMJJVESzdUcM/1lSybGdd3I6xbGcdHq+fz8wsISPFQbtn5LiGNu1vQimYOyk5WpAMqAhERICzgdmBthMpIjLfwr5PAS4QkXLgb8BiEXmq1zaVQFnQ61KgyorgGk3E+P3wyfNw/3z497eNi/71b8CX/g5jj0m0dCFpaOsCYHdtKx5v8gwIrHZ1AvDejpoBtoyed7ZVk53m4MQpY8hIsdM6giyCdRWNAMwpzUusIAGsuIYeABYCVwZetwD3D/QmpdQPlFKlSqnJwBXAu0qpq3tt9gpwTSB76CSgWSl10LL0Go0VlIJdb8PDZ8A/bzACwVf+HW54AyYtTLR0YWls85CRYsfrV5QnUR59jcsIYr+3oxal+s0yjxqfX/HOthrOnF6M024jK9UxorKG1lc0cURRJrkZydGW3IoiWKCUuhXoBFBKNQJRl8KJyM0icnPg5WvAHmAX8Gfg69HuV6MJSeUaeOLz8NQXobMJvvCw4QaaviTpp4MppWho93Di5DEAbE8i91B1IJvpQFMHu2tbY77/DfubqG/zcPasEgAyUh0jJmtIKcX6/U3MnZgcbiGw1muoS0TsBHz3IlJEhEPslVLvAe8Fnj8UtFwBt0ayL83owedX+PyKFEcUBfA12+HdO2H7q5BRCOfdDSdcB47E93WxSrvHh8frZ96kfJbvquPTQy0wO9FSGdS4Opk1LoetB128t6OWI4uzB35TBLy9rRqHTTjjKCMmmJli52DTyGh4vK++nYY2D8cnkSKw8gu7ByNIXCIidwHL0XMINEPAXf/exgX3LY/M9dC0H166FR5caLSGOPNHRirogq8NKyUAPYHikpw0phRmJpVFUNPi5viJeUwrzuK9HbHP5Ht7azULpo7pbs88koLF6/cb8YFkqCg2sdKG+mkRWQuchZHlc5FSalvcJdOMepbvquXT6la2HWxh1vgB8vnb6mHZ/8HqPxuvT/q6MRwmsyD+gsaJxkCgOD8zheljs9kcqLBNNG6vj4Y2DyU5aSyaXsQTH+2jze0lMzU2VdfldW3srGnlSwsmdi/LSrWPmDqC9RVNZKbYOaoktlbUYLBqcxcC7Uqp+4A6EZkSR5lGHfWBcXWaHtrcXnbVGL7n/2w51P+G7lZ4/27442xY9SAcexl8Yx2ce9ewVgIADQGLYEymk+kl2VQ0tCdFLn1tID5QnJ3KounFeHx+Vuyuj9n+zd5CZ88s6V6WkeqgfYTECNZVNDK7LA97EhSSmVhJH/0f4HvADwKLnBhTyjQx4K2t1cy7620+HaWVo/2x9aALv4I0py20IvB6YNWfjGKwpXfB1DPglhVw0f2QV9Z3+2GIWVWcn2FYBAA7a2IfmI0Us+1FSU4a8ybnk5Fi571PY5dG+va2amaMzaZsTE9LjcwUOx6fP6lSaKOhw+Nj28GWpHILgTWL4AvABUAbgFKqisNbTmgGwcMf7DZa3Ve5Ei1KUrEp4Aa5duFkth9q6WlB7PfBxr/DfSfA63dA0Qz4yttwxdNQPCOBEseehjbTIkhhesCNsONQ4r8nNYEaguKcVFIddk4+ojBmaaTN7V2sLm88zBoAut1Owz2FdPOBZnx+lVQZQ2BNEXgC2T1m1lBmfEUaPWyubGZ1uRE42luXPDniycDmyibG5qRx9UmTAPjPJwdhxxvw0Gnw4k2QlgdXP28Mhyk7MbHCxommdg82gZw0JxPHZJDmtLHjUPJYBMXZaQCcMb2IysYO9sTgO/zepzX4/Ko7bdQkM8VQBG3DPGC83iwkS5LWEiZWojv/EJE/YTSE+ypwA0bOv2aQPPbhXjJT7KSnOJKqWCgZ2HSgmWNLcykbk8ElRfs5dfld0LUFxkyFSx6FWV8A28ieq9TQ7iEvo2ee7VEl2UnhQqx2dWK3CQWZRjnRokCK53s7ajmiaHCdND/aVU9+hpPjJuQetjwj1Q6QFDGSwbCuopFJBRkUJMF4ymCs9Br6LfBP4HngKOAnSql74y3YSKempZN/bari0nllzBibTbm2CLpp6exiT20bZ+bVwjOX89uW71HoOYDr7Lvh1o+NQfEjXAmAkTWUH1R5Or0kOylSSKtdboqyUrsVVNmYDI4oyoxJu4n6Ng9jc9P7dOTstgiGsSJQSrGuoilpGs0FY/XXtBlYBnwQeK4ZJE+trMDrV1x38mQmF2awt64tLqX6w5FPt3/C75wPcOW6K2HfCmoWfJ8z3L/jX84lYE+OkvyhoKHNw5jMniL+6WOzqWt1JzzLrKbFTUnO4Xe0i6YXs2pvAx2DdN24OrvITe/rqOiJEQxf11BVcye1Le6kaTQXjJWsoRuBj4GLgUuAlSJyQ7wFG874/IoH3tvFoebOkOs7u3w8s2ofZ80oZnJhJpMLMnF1emls7xpiSZOM1hp47Q7mvHw259tW0Tn/NvjmBoqWfJ+SgjG88UmYNNIRSGO7h/yMHkVg5p0nejZBjauT4py0w5Ytml6Ex+tnxZ7BdSN1dXSRk9ZX2WekDH/X0Lp9gUKysmGoCID/BxyvlLpOKXUtcAJGOqmmH3YcauHuN3Zw1SMruzM/gvnXxirqWj1cf4pRjjGl0Ii/j9qAcacL3r0L/jgHVj/CipwlXJH+IOnn/xwyxiAinHv0WFbsrqe5Y/Qoy94WwYxACumnCXYPVbs6Kc4+3CKYP2UM6U77oKuMXR1d3dXEwZgWwXAuKltf0USa08aMccmXdGlFEVRidBw1aeHwYTKaXpitAXbXtnHdYx8f1j5XKcVjH5YzvSSbk48wCp4mBxTBqIsTdHXCivuNYrAP7oajzoFbP+aHXTcyvmzqYZuec/RYvH7F0u3xa3ucTCilaGrvIi/IIijKTiUvw5lQi8Dt9dHY3kVJL4vASCMtGHQaqavTS05IRWBaBMPXNbR+fyPHTcjDaU+++JYViQ4Aq0TkfwPFZSuBXSLybRH5dnzFiz8dHh9eX2yLVExFcMeS6WypcvHVJ9Z0T3JatbeBrQdd3HDqZCTQ/bIsPwObMHoyh3xeWP8U3HsC/OeHMG42fHUpXPo4TRkTqWho59gJeYe95fiyPIqzU8NXGY8g2jw+PD4/YzJ7LooiwvSS7IQOqantLibrm/WyaHoRFQ3tUVu2Xp+fVrc3pGvIDBYP1zoCt9fHlgOupCskM7GiCHYDL9EzOexl4CBGUVny2TgRctH9H/KTV7bEdJ+mr/+SuaX89tLjWLGnntufXY/X5+exD/eSn+Hkwjk9EzlTHDYm5KePfNeQUrDtVXjwZHj5VmMc5DUvwzUvwYS5gFFwA3Bc6eHpgzabcM7RJby3ozau4xGTheCq4mCmj83m0+rWhCUW9K4hCGbRdGO8Z7TuoZZO4yIfKlic7jQsgtZhahFsqXLh8fmTVhFYaTr3U/O5iOQDTWqEpLd4fX521rSwt76N754z/TB/7GAwf8R5GSl84fhSmtq7+Om/tvL1p9fx9rZqvr7oSNICX2yTyQWZ7Ktvj8nxk5K9y+Dt/4UDa6BgGlz2JMy8oM9MALOi+JheeeQA5x49lqdWVvDBp7Wcc/TYoZA6YQRXFQczfWw2rW4vB5o6KM3PCPXWuBJcVdybsjEZFGalsLMmOovFjP+Ecg3ZbEJGip32YRos/iRwgzM7CVNHIYxFICI/EZEZgeepIvIuhnVQLSJnD7RjEUkTkY9FZKOIbBGRn4bYZpGINIvIhsDjJ4M5mUipb/PgV+Dx+vn76tiFPRrbPWSm2Lv76F9/yhRuP2sab26txibClxdO6vOeKYWZlI/EFNKDG+GvF8MTnwNXFVxwL3x9Jcy6MORgmE2VTUwpzAwZMDxpagE5aQ7+s6V6KCRPKGbDufzeiqC71URi3EPVrp4+Q6HITXdGHdB3dXZ17yMUmamOpKosVkrx700HLVmomyubKchMYWw/n1uiCWcRXA7cGXh+LYbSKMIoKnsCeHuAfbuBxUqpVhFxAstF5HWl1Mpe2y1TSn0uctEHjzl3Nc1p46mV+7jp9Kkx6QjYO8gH8F9nTyPFLjjstpA/oskFmbS4vdS3eShMsqrDqKjfbTSD++R5ox3EZ+6E+V8FZ3rYt22ubGZeYCJXb5x2G2fPLOGd7dV4fX4cSRh0ixWmVTmm1/doWlAK6Vm9+vEMBTUtnThs0kcuk0Epgg7jbj+URQBG47loYwQf7a5DKTj5iILu2Nxg+bS6lVufWcedFx7NlxdODrvtJ1Uujp6QG7Njx5pwvyRPkAvoXOBZpZQvMIvAiktJKaXMxijOwCOpbnfNPP/rT5nCgaaOmGWkNLZ7yM88/MssIty2eBo3n3FEyPdMGSmZQ66D8Op/GQPid7wOp30XvrkRTrl9QCVQ2+KmqrmzT3wgmHOOHktTexdrAznZIxUzztQ7RpCb7mR8blrCUkirXW6KslP7VP6aDEYRdLuGQgSLwRhOE00dgd+v+NqTa7nqkVWc98dl/HNtZUy6mJoxvfUVTWG36+zysbO6hWMnDDBTI4GEUwRuETkmMJryTODNoHWWnJMiYheRDUAN8JZSalWIzRYG3Eevi8jR/eznJhFZIyJramtjNw3JnLt69UmTKMlJ5YkV5THZb2N7V58f8EBMHu61BB1NRgzgnuNh3ZNwwvVw+wY468eQnmdpF6Yf9dgQ8QGTowMDakZ0PAXDIrDbhOy0vvdcR41NXKuJUDUEwcTXNWSPKn10b30bLW4vF8wej1Lw3ec2cuqv3+X+pbtoHkQR5/4G4zu4fn9T2O12HGrB61ccM77/73WiCacIvonRY2g78Hul1F4AETkfWG9l5wELYg5QCswXkWN6bbIOmKSUmg3ci5GdFGo/Dyul5iml5hUVFVk5tCWqm43mWWNz0rhqwSSW7axjTwwGcTcFmoVFQml+OnabDL8UUk87LP+DUQuw/Pcw83Nw22r47G8hOzLXxabKZkRCB4pNigIXoZqW0FXbI4WGdg/5Gc6Qd97Tx2azp7aNrhinPVuhtsXdp6o4mNx0Z9QXV1d3sDi0wyEz1RGVa8i8wbj5jCN441un8cQN85k+Npvf/GcH5/3xg6itg30Nxm91b10bTe19C0e7j1/VfwJEstCvIlBKrVJKzVBKFSil7gxa/ppS6spIDqKUasIYXr+k13KX6T5SSr0GOEWkMJJ9D4ZqVydFWanYbcIV88tw2oWnVlYMer+NbZ7DmoVZwWm3UZafTnndMLnT9XlhzWNw71x4+3+gbD58bRl88RGjQ2gUbKps4siirLAjD9OcdnLTnd1pjCMV4zsU+mZiekk2Hp8/IW7EaldnyBoCk9x0Jy1uL35/5F7g5o4uHDbpThXtTWaK47DiTKtsrmwmxWFjWkkWIsIZRxXx168s4Mefm0VVc2fUNxUVDR04Aop6Qxir4JMDLnLTnZTmh3eNJpK4RdtEpEhE8gLP04GzMayL4G3GSiB6IiLzA/LEbubdABwK+lIXZ6ex5JhxPLd2/6CKVrw+P65Ob8QWARjuoaR3Dfn9sOVFeGABvPotyC2D616Dq56DccdFvVulVHfr6YEozk7tDvSPVBraPH0yhkzMaWVDXWFsVhWHqiEwyUl3olRPTUAkGA3nnP0GVDNS7FE1ndt8oJmZ43L6VPROLjA83PWt/d/Nh6Oivo1TpxUiMpAiaOaYCTlJGyiGOCoCYBywVEQ2AasxYgSvisjNInJzYJtLgE9EZCNwD3DFUNYo1LgON3OvXTiJlk4vL62vinqfpn80UosAjMyh8vokTiHd/S78+Ux47jqwOeGKZ+Erb8LkUwa962qXm9oWd58+9KEoyUkb8RZBU3tXv9+hI4qysImRtTKUhKsqNjH9+9HECZo7QreXMMlMjTxY7PcrtlS5QgZqzey8uii6ufr8isrGDmaOy+Go4ux+FYHH62fHoZakjg+AtcE0UaGU2gQcH2L5Q0HP7wPui5cMA3HI1cn8KT2piidMymfmuByeXFHOlfPLotLgZrZHNMVpUwozaff4BvTDDjkH1sLbP4W970PuRLjoITjuMrCFNuGjYVNlEwDHluYNuG1xdiqr9ia55TRIGto9zM3MC7kuzWmnKDuVg00dQyqTWUMwUIwAolMEro6uARSBnTaPD6WU5d/m3vo2Wt3ekAkIBVnGbzQai6CqqQOvXzFpTAZzyvL4z9ZDIeXaWdOCx+dP6vgAhFEEInJxuDcqpV6IvThDR2eXj+aOrsPubkSEaxZO4gcvbGbNvkZO7CefPRxm0Cha1xAYwaekUAS1n8K7d8K2VyCjAJb8CubdAI7Y1zlsPtCM3SbMGjdwil1RTiq1Le6ILgjDCaVU2BgBwNicNA4NsXusNuBLHyhrCKJUBJ1d5ITIkjLJSHHg8yvcXn+fyvz+6MlEy+uzzrQIaqOwCMyMoYljMlDA39fsp7y+vTsNvPfxh60iAD4f+FsMnAy8G3h9Jkbgd1grAtPH3Lu468I54/nla9t4csW+qBRBT/535K6hKQXGl2hffTsLphZE/P6Y0XwA3vslbHganBmw6Aew8FZIjV9rqU2VzRxVkk16ysA/8JLsNDw+v+E+iVFbkGSixe3F61dhrcrinDQqhjiFdqCqYoDcjMG4hroYn9d/QDUz8N1o9/gsK4LgQHFv0px2slIdUVkE+0xFUJDR/R3csL8xhCJwkZXqYNKYoW8HEgnhsoauV0pdj1EENksp9UWl1BeBkLn+w43+vtQZKQ4unVfG65sP9jtYJhxm59FI6wgAxuel4bQLexOVQtreAG/+t1ELsOnvsOBmoxhs0ffjqgSUUmw+0GwpPgA9fW6qR2gKaX8N54JJhEVQ7QpfVQyDdQ15+60hgKCZBBHECfoLFJsUZKVEFSOoaGjHaRfG5aZzVEk2GSl2NoQoLPukqpmjx+f0W4CXLFgJFk9WSh0Mel2N0WZiWGNaBGNz+97dXLtwMn6leDKKArOehnORWwQOu42y/IyhTwv0tMEHvzFqAT66z5gJfNsaWPJLyIx/Nu+qvQ00tHk4YbK1yU2m8q5xjcyAcX8N54IpyUmluaNrSDux1rSEryqG6BWBUqrf6WQmkQ6nCRcoNinMSqW+LTpFUJqfgd0m2G3CcaW5fQrLvD4/2w66kt4tBNYUwXsi8h8RuU5ErgX+DSyNs1xxp9s1FCIVbmJBBufMGsszH1dEnEra2G7kQmeFyYUPx5CmkHo98PGfjclg7/4cJp8Gt3wEX3gQ8vs2xosX9727i8KsVC6YPd7S9sXdRWUjUxE0BdyL4W4mTGU4lGm01SFGVPYm3WnHaZeIFYHb68fj84e1CHrGVVpTfmag+LgQ8QGTgswU6loidw1V1LdTFuTumVOWz7aDrsMU8+7aNjq7/ByTxK0lTAZUBEqp24A/AbOBOcDDSqlvxFmuuFPt6iTNaeu3ivHG06bQ1N7F8+sORLRfs6o42iCm2Y46rimkfj9seg7uPxFe+y4UHAk3vAlXPgMls+J33BCsr2hk+a46bjp9imW/r5nHPlJrCaxYBKYlG437MlpqW9xhA8VgJFxE02ZioKpioPvmyurNmZVAbWF29BbBpMMUQR5dPsMC6X38cC1TkgVLt62BDKFhHRzuzSGXm5KctH4v2CdMymd2WR6PLt/LVfMnWvbxNbZHXlUczJTCDDq6fFS73CHdVoNCKdj5FrzzM6jeDCXHwlX/hCPPDtkSeii4f+ku8jKcXLXAugWSnmInO83Rndc+0mjspwV1MN0WwRB+BtWuTuZZcN/lpDu7L+xWGajhHBjxO7AeIwgXKDYpzEyhoc2Dz68sdx5ubu+iuaOLiUGKwBw4s2F/EydMMj6jzQeaSXfamVLY//GThQEtAhG5WER2BuYGuESkRURcA70v2TFK5fu/0IoIN546hb11bbwbQVfSaBrOBRO35nMVq+Dxz8Izl4KnBS5+BL72AUz7TMKUwJaqZt7eVsMNp0wJ21YiFCO5urihzYPDJmSH+Uy6FcEQWQTds4rDVBWbRGURDNBwDiKfWzxQoBgMi8CvepSvFSqCMoZMSnLSGJ+bdlhh2ZaqZmaNz4lJa/t4YyVGcDdwgVIqVymVo5TKVkolv9NrAAZSBADnHTOW8blpPLJ8j+X9Gq6h6C2CyYEU0pg1n6veCs9eCY+eA3U74fzfwq2r4bhLwZbYfv4PLN1NdqqDa0+eHPF7R3J1sdHGPLx7MSfNQZrTNmTK0LS+Qk0m6000iiDcdDKTjAjmFpuB4oEy0QoyI68uNpvNTeyVEjpnYh7rKxoPO/5wcAuBNUVQHZhBMGJQShmKYAB/p8Nu47pTJrNyT0O3v28gBmsRjM9LJ8VuG3zmUFMFvHiLMR+4fDks/m/45gZjOIwj8bn3u2paee2Tg3x54aSwd4H9UZydOmI7kDa29d9ewkREhjSF1EpVsUl0MQJzXnH/553VnTU0sEUQrqI4mMIoqosrgorJgplTlkdlYwd1rW721LXR7vF1t01PdqzY42tE5O8YLaK71eZwrix2dXjp7PJb8sFffuJE/vj2Th5dvpffXT4n7LZKKZra+28WZgW7TZhYkBG9a6i1Fpb9H6z5CyBw8m1w6rchI/LiuHjywHu7SHXY+MqpU6J6f3FOGtWukVldbLSgHvg7VJyTNmQptDVhsux6MxjXULjK4jSnDRFrMQKrFb0FUfQbqqhvpzArpY87c06ZERvYUNHUneI6HFJHwZoiyAHagXOClimGcfDYLESyendz6bwynlq5jzuWzAirPNo8Prp8alDBYuhpPhcRnS5YcT+suA+62uH4q+GM70Fu6aBkiQcV9e28vKGKaxdO7v4hRkpxdioer98oQhrk551sNLZ5OLJ44ADj2Jy0sF0v+0Mpxa/f2EFzRxe/vPhYS++pidA15Orswu9XlpMszBkG4VxDIkJmisNSjMBKoBigqFsRRGYRlIWoFD52Qi52m7BhfxNur49Uh41pFv6PyYCVkZPXD4UgQ0l3MZnFfj43nDKFJ1aU8+SKcu5YMqPf7axUhFphSmEGy3bWWvshed2w5lGjIKy9HmZeAIt/DEXJW/P30Ae7sYtw0+nRzS2AHiVe3dI58hSBRatybG4ah7Z0RmwV3fPOLh56fzcAF80Zb6mdiZWqYpNcsxW1O3ylcDCuzi4yUuxhA7tgBIytxAg2WQgUg5Gu6rRLZDGC+nZODJE9lZ5iZ8bYbNbvb8TnV8wYlzNs5mr3K6WI3BH4e6+I3NP7MXQixh4z9zpcO91gJhZkcO6ssTy9KnyBmZVCICtMLszE7fWH9//6fbDhGbj3BHjj+1ByNHz1Xbj8r0mtBA41d/LPNZVcOq90UOmx3UVlI6y62O9XNLZ3WbrgmlZRJG6Yv6+u4Pdvf8pFc8ZTnJ3K79/+1NL7rFQVm5h39ZGkkLo6vGFTR02sDKfx+xVbLQSKwbAyCjJTqbeoCDxePwebO/rEB0zmlOWxaX8zW6pcHDNM4gMQPlhsBojXAGtDPIYtNS0DN8/qzY2nTaG5o4t/bex/VoGV/G8rmM3nQgaMlYLtr8GDp8BLtxhdQb/8Elz7L5hwwqCOOxQ8vWofXr+fm884YlD76W4zMcICxi2dXnx+ZelmoruozGLAeOn2Gn744iecflQRv7l0NrcsOoKVexr4aHfdgO+1UlVsEk2bieaOrrDFZCYZqQMPp7EaKDYpyEqxHCyuaurAr2BiQWbI9XPK8mhxe2nptH78ZCDcJ3+EiJwIPK2Uin5kVxJyqLmT3HSn5UpWMArMMlPsbDvY/1SonoZzg7cIwPhCn3xkUK+f8g+NAfGVH8OYI+DSx2HmhQlPA42Et7ZWc+LkMSF9rJFgWgTVI8wiML9DVuZZ9LSZcDNjbPhtN+5v4utPr2PmuGweuGouTruNK+dP5KH3d/OHt3aycGpBWPdSjcvNpAJr/7NoFIE5nWwgMlIGHk4TaevnwqxUy66hff1kDJmYhWWRHD8ZCHcFKQX+CNSIyHsi8gsR+ayIWEo/EZE0EflYRDaKyBYR+WmIbSTgatolIptEZG6U5xER1a5Oy/EBExFhQn46B8IMA+lpODc4i2BsThqpDhuvbjzIX5bv5fW336L6wc/B4+fjbdwHn/8j3LoKjv7CsFICVU0dbD/Uwlkziwe9r8xUB1mpjhFnETREYFWOtVhUtq++jRseX01BVgqPXndidxpmmtPOrWceycflDXy0O/yE2JqWTkuBYuhxjUZsEVhwDWWlOga0CKwGik2MDqTWLAIzdbQ/pTi1MIvsNCPuYPX4yUC4NtTfVUqdDIwFfgg0ADdgjJbcamHfbmCxUsrsUbRERE7qtc15wLTA4ybgwYjPIAoMMzfybJXS/AwqG8MoAjNGEEVefDA2m3DKkYUc2LuVgv98nfOWX0LaobX8sutKjqn/FR9kfxbswy9AalZoL54xeEUAgVqCkWYRmH2GLKWPmlZR/4rA7fVx3WOr8SvFEzfM7zNv+PITyxiXm8bv3vq03/5WkVQVQ7wtAvuAFsGmA83MshAoNjEtAiv9vSrq20h12LqzjXpjswkLphQwuzSPVEfsJvjFGyufVDpGCmlu4FEFrBroTcrAHKrqDDx6f9IXAk8Gtl0J5InIOKvCR0u1yx2xRQAwIS+dA439DwNpaveQneYYfKZASzWPFv2N99P/Hxemrqf1xNup/8pqzr/5V5QVF/Cd5zZaDm4lE+9ur2HimAyOKIrNnVLRCCwqs9JwziTVYSc/wxk2RrDjUAt769r4yednhfzcUx12vn7mkazd18iynaFjBTUWBtIEE5UiGGBesUlmiiNsG2ozUByJf74wKwW312+pUK2ioZ2JYzLCBs1/d/lsHrl2nuXjJwPhsoYeFpEPgb8DC4GPgEuVUvOsppSKiF1ENgA1GMPreyuQCcD+oNeVgWW993OTiKwRkTW1tbVWDt0vPr+ittUdUaDYpDQ/HVent7v4pTeDrSqmsxneuRPumQNrHkPmXoPcvp6sz97J1ImlzC7L454rj6e5o4s7/rlpyIfcK6V4ZWNVdxl9JHR4fHy4q47FM4pjVgA2EttMRJpwUJKTFtYi2BkYcB9qVKPJZfNKGZ+bxu/fDm0VmJ9xkUUrOtJW1H6/GnBMpUlGqp32MHUEkQaKIajNhIXv0r769n7jAyY5ac5Bu4eHmnC3rhOBVOAQcADjIt0Uyc6VUj6l1ByMeMN8ETmm1yahrgh9volKqYcDCmheUVFRJCL0ob7Vjc+vLKeOBjMh3xijd6Af91DUnUe7OuDDe4zBMMt+C9PPg9tWw+d+DzmHG0gzx+Xw/SUzeGd7DU+t3Bf5saKkpbOL255Zz+3Prud3b1lLOQzmo911uL3+mMQHTMzGc0OtEONJQ1sXTrt0j2UciJJAhXV/7KxpxWkXJocJ9KY67Ny2eBrrK5p4/9O+N1qRVBVD5K2oWz1elApfTGaSlWpYBP39z3ccMpI5ZkWQulkYSDwYqB21Uor9De2HNZsbKYSLESwBTgR+G1j0HWC1iLwZKvAbDqVUE8ac4yW9VlUCZUGvSzFcT3HjUD+ziq0wIS+8Ioh4hq7PC2ufgHvmwls/NtI/v/YBXPIoFPSfXnn9KZNZNL2In/97G59W95/FFCu2H3Jx4X0f8saWQxRmReeXf2d7DZkpduZPiV2ri+KcVDq7/LREMLow2WkKtJewajUN1G9oV00LUwuzBnRXXnJCKRPy0vl9iFhBT7q19ZunnAgUgZWqYpOMFAd+BZ1d/pDrTaU1LoIalYLAb7Z2gAE19W0e2jy+AS2C4UjYb0fAd/8J8BrwOvAhcATwzYF2LCJFIpIXeJ4OnA1s77XZK8A1geyhk4DmXmMxY46VAdz9UZpvfAEq+4kTNFrsEYNSsPVleOAk+NftkDMern0Vrn4exs0e8O0iwm8umU12moPbn10f13GFz6+t5KL7P6TF7eWZGxdwztEl1EYYn1BK8e62Gk6bVhTTAFqyjaz8cFcdXb7QFyirNLR5LMUHTEpyjECnt5/j7qxp5UgL2SspDhvfWHwkGyubuebRj1lT3tC9zqwqjsTtmRvBTAIrLahNultR9xMnqG11Y49Q1iKLFsFAGUPDmXAxgttF5G8ish/4APgcsAO4GLByWzcOWCoim4DVGDGCV0XkZhG5ObDNa8AeYBfwZ+Dr0Z+KNcLNKh6IwqwUUh22flNIm9q7Bi4E2vMe/Hkx/OMaEBtc/jTc+DZMOS0iWYqyU/nNJbPZfqiFX7/RW78OHp9f8YMXNvGd5zYypyyPf99+KgumFlCcnUpDmyeiC97Wgy4OuTpZHEO3EPT8gGuSYC7BlqpmrnpkFS+tj2yiXW8s30wEKMlNQylCKufOLh8VDe2W+91cNq+MH50/k61VLi55aAVXPbKSVXvqqXYZk8kiGcAeiWvI7DxqtbIY+m88V+NyU5iVEpGspuIdaGRlRX34GoLhTLjozGTgn8B/RXOXrpTaBBwfYvlDQc8VcGuk+x4M1a5ObNJjDkZCuFoCj9dPq9vb/4+4aj28/VPYsxRySuHCB2D2FWCL/g75zBnFXHfyZB77sJzFM4o5bdrg4ifBvLejhmc/3s9XT5vC95bM6HYtmBffulY343LTLe1raSBtdNH02MkHwdXFibcIzOZvnxxo5tJ5ZeE3DkNDm4cZY637t8cGFZX1/n/sqmlFKZhWnG1pXzab8NXTp3LVSRN5ZlUFD72/h8sfXkmK3cbMCNsl5KY7LXfQbbYwptJkoOE0ta3u7u+oVZx2G3kZTssWgekZGEn0+8krpb49lIIMFdWuToqyU6NO8ZyQlx6ylqCpo5+q4rpd8O6dsPUlSB8D5/4C5n0FnLEZQ/n982bw780HeW5NZUwVwcflDTjtwnfOmX7YZ2Xmode2WFcE72yvYXZpbp8c9sHSU12ceItgc6VRzbr14OCG9zVasSqDMJXhoebOw6NtGIoAiLiwKSPFwY2nTeWqBZN49uMK/vTBbuaURlYlG5FFEIFraKDhNLUt0WUEFmSmDFhdvK++nbE5aRF1JBguRDYfcARgziqOltL8DLZWHeqzvKfhXMAicFXB+7+GdX8FR5rREnrhbZAW20ZUaU47Jx9RwEe762Pam39teSPHTMjt86UvirDZW12rmw37m/jWWbFvhJeV6iDdaU8Ki2CTqQiqXBG1Xw7G7zfmWUQWIzAtgr7KcGdNCw6bdE+9i5T0FDs3nDqFG6KYGWEqAiufhcvCdDKTnhhBPxZBi5tjxkfe2sEoKgvvGtrfMHDq6HBl+PQniBE1FkZUhqM0P536Nk+fOxKzIrTI3g5v/QTuOR7WPw0n3mhMBjvzhzFXAiYnTS2gtsWYihQL3F4fmw40M29S31a7piKwGjB+b0ctShHTtFETEaEkJzViRfD+p7Xsrm0deEOLdHb5+LS6hZKcVNo8vm4XQqS4Orvwq8jamBdkpuCwSWhFUN3K5MJMUhxD/zMPbkU9EK6OLmwCWSlWXEP9xwh8fkV9mydi1xBY6zdUMUJTR2EUKoJDrs6oaghMzBTSql5xAperma/bX+bEV840agJmXQTfWAPn3w1Zsb8IBrMw0E9+xQD9YqzyyYFmPF4/J0zqmxNgjvartXjxfXd7NSU5qXEb2VecHb6gqjftHi83PbmGu/4du+mr2w668PoVl55g+GaidQ9FUlVsYrMJxdmpIVNId9W0JmwwSiStqF2dXrLTnJasqHDB4oY2Dz6/ilIRhO9A2tnl45CrU1sEI4HOLh9N7V1RtZcwKQ0Ule034wS+Llj9F059/TPc4fw7ngkL4OblcPGfIH9yDKQemEkFGYzNSWPFntgogjXlRuXwCSEsglSHnbwMp6XWDh6vnw8+jW01cW+Kc1ItKyWADz41CttW7K7H7Y1N2q3pFrrkhFLsNmFrVXhF0O7x8siyPX2tyijbmJfk9h1Z6fb6KK9vS5giiKTNhNUW1GD0GgJCNp4zvwfRKIKCrFSaO7rweENnw5kp4yMxdRRGmSKoiWAAd390Vxc3tMHmf8J9J8K/v01T6gQucf8EdeXfYGzvAur4IiIsPKKAVXvqY1Jlu7q8kSmFmf3+oIqzrV18V5c30Or2snhGyaBl6o9ILYI3txrxnY4uH+v2NcVEhk2VzRRmpTKpIINpxVkDWgT/3nSQn/97G//z8pbDlje0GRdNKw3nginJ7ltUtreuDb+CI0usZQzFmkgUgavDWsM56HENhRpOY7ori6N0DUGPVdabfYHU0cG2T09WRpUiMGcVD8YiKM5K5UzHJs5edjk8/xVwZsCX/sFj0x9ik30W6QnKKFg4tYC6Vk93pki0KKVYV9EY0howMZq9DawI3t1eQ4rDxilHDjwKMVqKc1Jp9/gGnFoF4PX5eWdbDefMKsFhEz7YObi+VSabDzRxXGkuIsKscTlsqWoOu/3KPUax1nNrK3lxfWX38p425pG1KRmb21cZmj2Gho1FYKGGACDVYcNuk5BZQ4OzCAK1BP3ECbqLybQiGP70jKiMUhHsX439rxfwmONXOLua4QsPw83L4Khzu8cLxssFMhAnBeIEKwfpHtpT10ZDmydkoNikODvNkkWwdHsNC6cWdKf8xQMz3mOlqOzjvQ00d3Rx8dxS5k7MZ1kMFEGb28uumtbuJmezxudQ7XKHDTyu2lvP2TNLmD95DD968RP2BALXkQylCaY4J5WWTu9hF8ed1S3YBKYURpcxNFgisggstqAGw/o1WlH37xoq7KdFdDgKs3rqY0JRXtdGZoo94v/NcGFUKYLq7j5DEX5RarbD366Cv5wNtdt5PPfr3JL3J5h9eXdBWKT537GmbEw6E/LSBx0nWBuID8wLMZzbxLQIwrmh3F4fe+raDpvYFA/M2gQrk8re3FpNqsPG6UcVcvpRhXxywDXodt5bD7rwKzgukGc/a5wRFN/Wj3voQFMHlY0dnHJkAX+8cg6pDhu3PmO0CWlo95DisHX7wa0yNriWIMDOmlYmFWQmLOc9MteQtXnFJpkpjpAWQU1LJ5kp9m73USQUdlsEoV1DGyubOXpCbsJu9OLNqFIENS1uUh02y3cfNO2Hl26FBxfCnvfhzB/B7RvYUnoF5U2HfxGbImwNEGtEhAVTx7ByTwN+f/RxgtXlDeRnOMPODCjKMoamuzr7d8ccbDIuSvGuwuweYj9A8FopxZtbDnHatCIyUhzdxXfLdw08rzccZqD42NIeiwDoN2C8KqCoF0wpYFxuOv932Wy2HXTxi9e20djmicqqDB5ZabIzgRlDYAR1HTZrragjCRaDUUvQn0UQjVsIjGAxEPLGwO31sbXKFfebmkQyqhTBoWajhmDAH1pbPbzxQ7h3Lmz+B5z0dfjmRjjjDkjNYkJ+OjUt7sOyThrbPeRnJnZq2MKpBTS0edjZT5zA7fVx56tb2Vfff73B2n1GfCDcZ2ROxgrnHjLbcJjptvGi2GLjuS1VLqqaOzn3aCNwfcyEXPIynHzw6eAUwebKJsblpnVbJnkZKUzIS+83YLxyTz256U5mjDWCuItnlHDjqVN4csU+3t1eG3HGEPQtKvN4/ZTXtSV0VKLVVtQer5+OLp/1mzOMgHGopnO1Le6oq9czU+ykOW0hXUNbq1x4fH6OL+vfSh7ujCpFMOCsYncrvH+3MRdg1YNw7GXwjXVw7l2Q2RPwNO9yzbteMBvOJdZ/eFJ3PUHoi9vfPt7PX5bv5e7/7Ai5vr7VKEoLVT8QjDmmL9xduJluZ6bbxoucNAepDtuAFsGbWw5hEzhrpqEI7IFxoMt21g4q02pTZXOfISgzx+WwpT+LYG8DJ04ec1jO/B1LZjC7NJe6VndU8yzMBoqmIthX34bXryz3GIoXVhRBS6f1qmKTjJTQw2mi6TNkIiIUZKaGrCVYX9EEoC2CkUK/s4q9blj1J2My2NK7YOoZcMsKuOh+yOvbQMy8yzV7DimlaOroim4oTQwpG5NBaX7oOEGHx8d9S3fhsAmvbz4Y0ipYu2/g+ABYtAgaO7BJdF1eI8GoLh54UtmbW6s5cfKYw4J9p08rpKbFzafV0WVauTq72FPX1h0fMJk1Poc9ta109Mp1P9Tcyb76dk6aeriiTXHYuPfKuWSnOqL6vLJSHWSm2LtTSE2L8MgEuobAuLgPVFDW3XAughhBVqojdProIFxDYAyoqQuRPrp+fxPjc9MG1ZEg2Rk1ikAp1XdWsd8HG/8G982D1++AohnwlbfhiqeheEa/+zLvcg80GXe9rk4vPr9KaIzAZOHUAlbt7RsneHJFObUtbv54xfE4bDb+vGxPn/eu2ddIit024Ji/oqyexnP9UdnYwdicNMsDxAeDOamsP/bVt7H9UAvnHD32sOVmnCDa7KFPDpjxgbzDls8al4NfwY5eQ4NW7TUUtGm5BTOxIIPXvnka//3ZWVHJElxUtrO6FRFiNhs6WqxYBGacKRLXUEaIYHFnl4+WTu/gFEFmSshxlesrGjl+4sh1C8EoUgSuTi8dXT5DqysFO96Ah06DF78GaXlw9Qtw7b+g7MQB9zU2Nw2b9FgETe1m/ncSKIIjCmhq72L7oZ6LUEtnFw+9v5szjiris8eN4wvHT+C5NZV9/KFryhs4trRvo7ne5KQ7SHHYwiuCpo4ha9dbPEC/obe2VgNwzqzDC9vG56VzZHFWyPGMVjA7jvZWnEf3EzBeuaeB7DQHM8eFbrdRNiYj6vTE4KKyT2taKMvPID3C7KNYY0URRNKC2iQz1d6n6dxgaghMCrNS+7Sirm1xU9nYMaLdQhBHRSAiZSKyVES2icgWEekz1UxEFolIs4hsCDx+Ei95zDzzmV1b4NEl8Ozl4O0wxkLe9D4ceRZYzNZw2m2MzUnrHlnZGOg8mmjXEISuJ3h0eTmN7V185xyjA+hNZ0zF4/Pz5Efl3dt0dvn45IArbP2AiYhQlBW+uvhAY0d3FXa8Kc7u22IhmDe3VDN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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -506,6 +528,41 @@
     "plt.title(\"Median\")\n",
     "plt.ylabel(\"Wind Speed (m/s)\")\n",
     "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "\n",
+    "#Linear fit\n",
+    "x = np.arange(NUMBER_DAYS)\n",
+    "y = arrmean\n",
+    "fit = np.polyfit(x,y,1)\n",
+    "ang_coeff = fit[0]\n",
+    "intercept = fit[1]\n",
+    "fit_eq = ang_coeff*x + intercept\n",
+    "fig = plt.figure()\n",
+    "ax = fig.subplots()\n",
+    "ax.plot(x, fit_eq,color = 'r', alpha = 0.5, label = 'Linear fit')\n",
+    "ax.scatter(x,y,s = 5, color = 'b', label = 'Data points') #Original data points\n",
+    "ax.set_title('Linear fit example')\n",
+    "plt.ylabel(\"Wind Speed (m/s)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "#Polynomial Fit\n",
+    "fit = np.polyfit(x, y, 2)\n",
+    "a = fit[0]\n",
+    "b = fit[1]\n",
+    "c = fit[2]\n",
+    "fit_equation = a * np.square(x) + b * x + c\n",
+    "#Plotting\n",
+    "fig1 = plt.figure()\n",
+    "ax1 = fig1.subplots()\n",
+    "ax1.plot(x, fit_equation,color = 'r',alpha = 0.5, label = 'Polynomial fit')\n",
+    "ax1.scatter(x, y, s = 5, color = 'b', label = 'Data points')\n",
+    "ax1.set_title('Polynomial fit example')\n",
+    "plt.ylabel(\"Wind Speed (m/s)\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax1.legend()\n",
     "plt.show()"
    ]
   },
@@ -518,15 +575,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {}
     }
@@ -566,15 +623,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {
       "needs_background": "light"
@@ -599,15 +656,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -632,15 +689,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -690,7 +747,7 @@
     "plt.plot([0,NUMBER_DAYS-1],[arrmean[0],arrmean[NUMBER_DAYS-1]])\n",
     "\n",
     "plt.title(\"Mean\")\n",
-    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.ylabel(\"Surface Solar Radiation W/m2\")\n",
     "plt.xlabel(\"Days\")\n",
     "plt.show()\n",
     "\n",
@@ -700,7 +757,7 @@
     "plt.plot([0,NUMBER_DAYS-1],[arrmedian[0],arrmedian[NUMBER_DAYS-1]])\n",
     "\n",
     "plt.title(\"Median\")\n",
-    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.ylabel(\"Surface Solar Radiation W/m2\")\n",
     "plt.xlabel(\"Days\")\n",
     "plt.show()\n",
     "\n",
@@ -718,7 +775,7 @@
     "ax.plot(x, fit_eq,color = 'r', alpha = 0.5, label = 'Linear fit')\n",
     "ax.scatter(x,y,s = 5, color = 'b', label = 'Data points') #Original data points\n",
     "ax.set_title('Linear fit example')\n",
-    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.ylabel(\"Surface Solar Radiation W/m2\")\n",
     "plt.xlabel(\"Days\")\n",
     "ax.legend()\n",
     "plt.show()\n",
@@ -735,7 +792,7 @@
     "ax1.plot(x, fit_equation,color = 'r',alpha = 0.5, label = 'Polynomial fit')\n",
     "ax1.scatter(x, y, s = 5, color = 'b', label = 'Data points')\n",
     "ax1.set_title('Polynomial fit example')\n",
-    "plt.ylabel(\"Temperature (C°)\")\n",
+    "plt.ylabel(\"Surface Solar Radiation W/m2\")\n",
     "plt.xlabel(\"Days\")\n",
     "ax1.legend()\n",
     "plt.show()"
@@ -750,21 +807,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {}
     }
    ],
    "source": [
-    "labels = ['Net Increase in temperature','Net Decrease in temperature']\n",
+    "labels = ['Net Increase in Surface Solar Radiation ','Net Decrease in Surface Solar Radiation']\n",
     "sizes = [0,0]\n",
     "explode = (.5,0)\n",
     "\n",
@@ -781,13 +838,245 @@
     "        shadow=True, startangle=90)\n",
     "plt.show()    "
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Relative Humidity"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Linear graph of Relative Humidity for all Tornados"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 385.78125 262.19625\" width=\"385.78125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-03-23T14:01:43.717086</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style 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+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"TBD°\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot(np.arange(NUMBER_DAYS),getDataByFieldAndIndex(4,i).astype(np.float).flatten())\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Linear graph of Net Relative Humidity for all Tornados"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 385.78125 262.19625\" width=\"385.78125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-03-23T14:01:44.297255</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style 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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"TBD°\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot([0,NUMBER_DAYS],[getDataByFieldAndIndex(4,i).astype(np.float).flatten()[0],getDataByFieldAndIndex(4,i).astype(np.float).flatten()[NUMBER_DAYS-1]])\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Mean and Median of Relative Humidity across all Tornados "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "#Reshape array into 2D\n",
+    "arr2d = np.reshape(getAllDataByField(4), (-1, NUMBER_DAYS)).astype(np.float)\n",
+    "\n",
+    "#Mean\n",
+    "arrmean = np.mean(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmean)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmean[0],arrmean[NUMBER_DAYS-1]])\n",
+    "\n",
+    "plt.title(\"Mean\")\n",
+    "plt.ylabel(\"Relative Humidity\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Median\n",
+    "arrmedian = np.median(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmedian)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmedian[0],arrmedian[NUMBER_DAYS-1]])\n",
+    "\n",
+    "plt.title(\"Median\")\n",
+    "plt.ylabel(\"Relative Humidity\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Polyfit\n",
+    "\n",
+    "#Linear fit\n",
+    "x = np.arange(NUMBER_DAYS)\n",
+    "y = arrmean\n",
+    "fit = np.polyfit(x,y,1)\n",
+    "ang_coeff = fit[0]\n",
+    "intercept = fit[1]\n",
+    "fit_eq = ang_coeff*x + intercept\n",
+    "fig = plt.figure()\n",
+    "ax = fig.subplots()\n",
+    "ax.plot(x, fit_eq,color = 'r', alpha = 0.5, label = 'Linear fit')\n",
+    "ax.scatter(x,y,s = 5, color = 'b', label = 'Data points') #Original data points\n",
+    "ax.set_title('Linear fit example')\n",
+    "plt.ylabel(\"Relative Humidity\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "#Polynomial Fit\n",
+    "fit = np.polyfit(x, y, 2)\n",
+    "a = fit[0]\n",
+    "b = fit[1]\n",
+    "c = fit[2]\n",
+    "fit_equation = a * np.square(x) + b * x + c\n",
+    "#Plotting\n",
+    "fig1 = plt.figure()\n",
+    "ax1 = fig1.subplots()\n",
+    "ax1.plot(x, fit_equation,color = 'r',alpha = 0.5, label = 'Polynomial fit')\n",
+    "ax1.scatter(x, y, s = 5, color = 'b', label = 'Data points')\n",
+    "ax1.set_title('Polynomial fit example')\n",
+    "plt.ylabel(\"Relative Humidity\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax1.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Net Positive Relative Humidity vs Net Negative Relative Humidity"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
+     },
+     "metadata": {}
+    }
+   ],
+   "source": [
+    "labels = ['Net Increase in Relative Humidity ','Net Decrease in Relative Humidity']\n",
+    "sizes = [0,0]\n",
+    "explode = (.5,0)\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    \n",
+    "    #If temperature increased approaching day of Tornado\n",
+    "    if(getDataByFieldAndIndex(4,i).astype(np.float).flatten()[NUMBER_DAYS-1] - getDataByFieldAndIndex(4,i).astype(np.float).flatten()[0] > 0):\n",
+    "        sizes[0] += 1\n",
+    "    else:\n",
+    "        sizes[1] += 1\n",
+    "\n",
+    "fig1, ax1 = plt.subplots()\n",
+    "ax1.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',\n",
+    "        shadow=True, startangle=90)\n",
+    "plt.show()    "
+   ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3.7.9 64-bit ('bu_cs': conda)",
    "language": "python",
-   "name": "python3"
+   "name": "python37964bitbucsconda814fbdd8514740bdad0844612087b1b4"
   },
   "language_info": {
    "codemirror_mode": {
@@ -799,7 +1088,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.5-final"
+   "version": "3.7.9-final"
   }
  },
  "nbformat": 4,

From 65a8768da5436467c3ac1f643c65c53b508fe9b2 Mon Sep 17 00:00:00 2001
From: Simon Angel <simonang@bu.edu>
Date: Tue, 23 Mar 2021 14:29:41 -0400
Subject: [PATCH 40/46] Adding Precipitation: Standard Analysis

---
 .../Deliverable_2/Graphing.ipynb              | 279 ++++++++++++++----
 1 file changed, 222 insertions(+), 57 deletions(-)

diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
index 3837d5d8..431215c3 100644
--- a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 65,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -35,7 +35,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 66,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -53,7 +53,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 67,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -83,7 +83,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 68,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -108,7 +108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 69,
    "metadata": {
     "scrolled": false
    },
@@ -117,7 +117,7 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
@@ -149,7 +149,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 70,
    "metadata": {
     "scrolled": true
    },
@@ -158,7 +158,7 @@
      "output_type": "display_data",
      "data": {
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+   "execution_count": 71,
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      },
      "metadata": {
@@ -219,14 +219,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 72,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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Kvn37RhegiEiJiTTxm1kZIek/4O6/Sm1eZ2YDUrcPANZHGYOIiBwsylk9BtwBLHf3m9NuehyYk7o8B3gsqhhERORQUZ7AdQpwCfCKmS1JbbsW+B7wsJn9E/AWcEGEMYiISIbIEr+7Pws011Lg9KheV0REWqYzd0VESowSv4hIiVHiFxEpMUr8IiIlRolfRKTEKPGLiORRQwOsWweFbB6oxC8ikicNDTBjBpSXw/Tp4XohKPGLiOTJhg3w3HNQXx/+LdT6k0r8IiJ50q8fnHwydOkS/u3X5NrE0Yttz10Rkbgxg3nzwki/X79wvRCU+EVE8qhTJ+jfv8AxFPblRUQk35T4RUQiUAzTNpujxC8ikmPFMm2zOUr8IiI5lpNpm9u3w7PPwu7dOY9PB3dFRHKscdrmc8+1Y9rm2rVQXQ2vvBI+OXr3hpEjcxqfEr+ISI61edpmQwOsWBESfm0tlJXB+PEwdSr07Zvz+JT4RUQikNW0zZ074cUXYeFC2LIFjjoKzjwTJk6Ebt0ii02JX0Qk3zZsCKP7l16CvXuhogLOPhtOOCF8YkSsxcRvZicBFwOnAQOAncBS4PfA/e6+NfIIRUSSwB1WrgwJ/403wroNY8aEcs4xx+Q1lGYTv5n9F7AaeAz4DrAe6AoMB2YAj5nZze7+eD4CFRGJpd27YcmSkPA3b4aePeH002HSJDjiiIKE1NKI/xJ335ixbRuwOPXzAzPrE1lkIiJxtnlzSPZLloTkP2gQzJwZZuh07lzQ0JpN/E0k/XbdR0SkZLjDm2+GhL9yZajXn3hiKOcMHFjo6PZrqdRzGvCF1NWfuPvTeYlIRIpSQ0PhV5UsVg279vDu0y9x9OsLsY0boHt3mDYNKiuhR49Ch3eIlko9PwD+LnV5PjC5LU9sZncCs4D17j46tW088FPCsYJ64Ap3X9jGmEUkzxqXIGg8IWnevLxMPil+W7bQsGAhP798MetW7eKIDx7Llx/6OJ3GnBgO3hapliJ7GrgBaACeb8dz3w3cCtybtu37wA3u/l9m9qHU9enteG4RyaOmliAo9NLCBeMOq1bBggWwYgU7thvz3hrJcz6VNW8O4pJjjf7Fm/OBlmv8XzWzE4DO7r6srU/s7s+YWUXmZqBn6vJRhFlDIlLkOrQEQVLs3RuWUaiuDstuHnEEnHoq3Ssns6a6J2ti9N6YN7NmqJn1BfpmJn0zO5FQvml12aFU4v9dWqlnJPAHwAgLxJ3s7quaeeylwKUAgwcPnrRqVZN3E5E8Kdka/9atUFMDixbBjh3hq05VFYweHZZWoHjfGzNb5O6Vmdtb+kLyI+AnTWwvB64D/lc74rgcuMrdHzWzfwDuAM5o6o7ufhtwG0BlZWURrmgtUlqKoXNU3rjD22+H0f3y5eH6iBE0TJ7KhiOG0K+/HZTg4/betJT4x7j7nzM3uvsfzOwH7Xy9OcAXU5d/CdzezucRkQgV6wi2o1rdr/p6ePXVkPBXr4auXcPofsoUGnr2SswB7pYSf1k7b2vJamAa4cDxTGBlO59HRCKSlBk8mUm+xf3ati2Uc2pqwuW+fWHWLBg7Fg47DIAN65JzgLulxL/SzD7k7k+kbzSzc4E3W3tiM3uQMGOnj5nVAdcDnwP+3cy6ALtI1fBFpHgkYQZPU0m+yf2qfyeM7l99NTxo2LBwstVxxx3ylSBJB7hbSvxXAb9L1eIXpbZVAicR5ue3yN0/0cxNk9oUoYhEpqnSRxISXFNJvnG/FvxlH58Yt5x+v62Gurfh8MPDiVZTp8LRRzf7nG1eY7+ItTSd8zUzG0M4iDs6tfnPwOfdfVc+ghOR6DRX+khCgmvqw8t2bGfejYvZ/vQL9Gh4D9txNJx7bmh4cvjhWT1v3A7iNqel6Zzmzd3YhvvkQmVlpdfU1ET9MiIlZd260Ay8vj6cZFpXl4yk1mj/t5mGtdjCtFaGxx8fRvfDhsXzU60N2jOdc56ZPQo85u5vpT3RYcCphBk68whn6IpIzCShpNOshgY6rVhB//RWhhMmwJQpkbQyjJuWEv85wGeAB81sKLAF6EY48epJYK67L4k6QBGJRhJKOofYuRMWL4YXXgitDHv1grPOCkk/wlaGcdNSjX8X8GPgx2ZWBvQBdrr7ljzFJiIRS0rNmvXrQ9/aArUyjJuslhJy973AmohjERHJXkPDgVaGb74ZDlSMHRvKOXluZRg3Rb6GnIhIhl27DrQyfPfdomhlGDdK/CIlIvbLMGzadKCV4Z49oZXhGWfAiBEFb2UYN1klfjMbAgxz9z+aWTegi7u/H21oIpIrsV2GwR3eeONAK8POncOqmFOnwrHHFjq62Go18ZvZ5whLKxwNHE9YnfOnwOnRhiYiuRK7ZRj27AkHaqurYePG0L5w+vSibWUYN9mM+K8EpgDVAO6+0sySNONXJPFiM2f/3XfD7JwXXwy1/GOPhfPOCw3L81zOiX1prAXZJP7d7r7HUnueWmBN6+OLxEhRz9l3DydZVVfDihUhuFGjQjmnvLwgwca2NJalbBL/n83sWqCbmZ0JXAH8NtqwRCTXim7OflOtDE87LZRzevZs/fERil1prI2ySfxfAz4LvAJ8HngCNVARkfbaujWcWbtoUTjT9phj4KMfPaiVYaHFpjTWTi0mfjPrBLyc6pn78/yEJFLaEllbbqaVIVOnwpAhRbejRV0ay4EWE7+7N5jZS2Y2OH2hNhGJRuJqy/X1sHRpSPhr1hzUypBevYDUB936wiXY5j5oi640lkPZlHoGAK+a2UJge+NGd58dWVQiJSoxteX33z/QynD79iZbGULhP+gK/fqFkk3ivyHyKEQESEBt+Z13YMGC0MrQvcVWhlD4D7pCv36htJr43f3P+QhERGJaW963D5YtC+WcurrQzWrKFJg8GXr3bvGhhf6gK/TrF0o2Z+6+z4F5+4cBZcB2dy/sfCuRhIpNbXn79jAz54UXQmmnd+82tzIs9AddoV+/ULIZ8R+Zft3MPkY4k1dEStGaNWF0v3TpgVaGs2fDBz/YrsxZ6A+6Qr9+IbR5dU53/42ZfT2KYESkSDU0wF//GhL+qlXhAK1aGcZWNqWe89KudgIq0ZINIqWhsZXhwoXhxKtevUJnqwkTwtRMiaVsRvwfSbtcD9QCH40kGhEpDuvXh9H9yy+HpRWGDg31++HD2z3fMZEnpsVUNon/dnf/S/oGMzsFWN/Sg8zsTmAWsD515m/j9v8NfIHwIfJ7d/9qm6MWkdxrrpXh1KktFsGzSeilOl++WGWT+H8ETMxiW6a7gVuBexs3mNkMwreFse6+W8s7ixSBDrQyzDahl+p8+WLVbOI3s5OAk4G+ZvbltJt6Aq0ujO3uz5hZRcbmy4Hvufvu1H1a/NYgIhHKbGU4eHCbWxlmm9BLdb58sWppxH8Y0CN1n/Qpne8B57fz9YYDp5nZd4BdwNXu/kJTdzSzSwmdvxg8eHA7X06Kleq9Qd7fhxy3Msw2oZfqfPliZe4tT9AxsyHuvqpdTx5G/L9rrPGb2VLgf4AvApOBh4DjvJUgKisrvaampj0hSBFSvTfI6/vQVCvDyZNDOaeDrQz1IV68zGyRu1dmbs+mxr/DzG4CTgT2z99y95ntiKMO+FUq0S80swagD7ChHc8lMaV6b5CX9yGzleHAgTlvZViKJ0DFXTaJ/wHCyHwWcBkwh/Yn6t8AM4GnzWw4oZy0sZ3PJTHVUnmglEaPkdW9m2pleOKJB1oZ5kE+f4+l9DeTK9kk/t7ufoeZfTG1YNufzazVhdvM7EFgOtDHzOqA64E7gTtTJZ89wJzWyjySPM3Ve0utBJTzuvfevWHefXV1mIdfoFaG+fw9ltrfTK5kU+Nf4O5VZvYH4BZgNfCIux+fjwBBNf5SsW5dGJDW14cp5HV1KiFkpalWhlOnwpgx4Y3Ms3z+HvU307KO1Pj/2cyOAr5CmL/fE7gqx/GJaMpfWzS2MlywIKyh4w4jR4aEP3hwQWse+fw96m+mfVrrudsZGObuvwO2AjPyEpWUJE35y0JTrQxPOinM0Em1Miy0fP4e9TfTPq313N1nZrOBuXmKR0qcZog0I8tWhsWio7/Hthyw1d9M22VT6nnOzG4lzOxJ77m7OLKoRCSoqwuj+8ZWhsOHh3LO0KGJHd7qgG30skn8J6f+vTFtmxOmZYpIrjW2MlywIPSwbWxlOGUKHH10oaOLnM7ziF42HbhU1xfJh+3bD5RzGlsZfuhDMG5c1q0Mk0AHbKOXTSOW/sC/AMe6+7lmNgo4yd3viDw6kVLQ2MrwlVfCaP+DH+xQK8O4n9CkA7bRy6bUczdwF3Bd6vprhHq/Er9IezW2MlywAN56KxygnTgx1O/79OnQ0yahPq4DttHKJvH3cfeHzewbAO5eb2b7Io5LJJl27AitDF94IZJWhqqPSzaySfzbzaw3qT67ZlZFmNMvItmKoJVhU1Qfl2xkk/i/DDwOHG9mfwH60v71+EVKR2MrwwUL4G9/C2sKjBsXZudENAxXfVyykc2snsVmNg04ATBghbvvjTwyKWpxP4AYqV27wjLICxeGZZGPOip0tpo4sdVWhrmg+ri0JptZPV2BK4BTCeWe+Wb2U3ffFXVwUpzaegCxZD4kNm4MyT69leGZZ4ZWhnE8wlqESuZvKWLZlHruBd4nLNAG8AngPuCCqIKS4taWA4hJmWXSLHd4/fVQv3/99dDcZMyYMDtnwIBCR5coif9byqNsEv8J7j4u7fo8M3spqoCk+GSOstpyADGxs0x27z7QynDTptC+cMaMnLQylKYl9m+pALJJ/C+aWZW7LwAws6nAX6INS4pFc6OsbA8gJm6WyebNB1oZ7t6ddStDlSg6LnF/SwWUTSOW5YQDu2+lNg0GlgMNgLv72EgjRI1YCikXjS5in/Tcw6yc6mp47bU2tzJUiSJ3Yv+3lGcdacRyTgTxSEzkYpQV21kmma0Mu3eHv/u70MrwyCOzfhqVKHIntn9LRSab6ZyrzOwDwKD0+2tZ5tJQkvPCt24N5ZzFi0MrwwEDaJj9MTb0H02/Y7u0+T1QiUKKTTbTOb8NfAp4g9TZu2hZ5pJSEqMs97BmTnX1wa0Mq6poGDiIGTOt3aWakvzwlKKWTannH4Dj3X1P1MGI5F1mK8Nu3UIrwylTwolXwIZ1HS/VlMSHp8RGNol/KdALWB9tKCJ59P77YaG0mpqwcFq/fvCRj4RWhmVlB91VpRpJmmwS/3cJUzqXArsbN7r77MiiEolKXV1YO2fZsqxbGapUI0mTTeK/B/hX4BXCFM6smNmdwCxgvbuPzrjtauAmoK+7b8w+XJF22Lcv9Kytrj7QynDqVJg8OetWhirVSJJkk/g3uvst7Xjuu4FbCUs+7Gdmg4AzOXBegEg0tm2DRYtCSWfbtpJtZSiSKZvEv8jMvktYmjm91NPidE53f8bMKpq4aS7wVeCxNsQpMVEUJ9g01cpw6tR2tzIUSZpsEv+E1L9VadvaNZ3TzGYD77j7S6b/gIlT0DNUGxpg+fKQ8BtbGU6aFGbndKCVoUgSZXMC14xcvJCZHUHo23tWlve/FLgUYPDgwbkIQSJWkDNUG1sZLlwI770HH/hATlsZiiRRNidw9Qf+BTjW3c81s1HASe7e1mbrxwNDgcbRfjmw2MymuPvazDu7+23AbRDW6mnja0kB5HXa47p1B1oZ1tfDccfBhz8Mw4ZpIRyRVmRT6rkbuIswWgd4DXgIaFPid/dXgP2pwMxqgUrN6kmOyKc9NjSERdKqq8OiaWVl4UDt1Kn7P2UaGsIJV5p2KdK8ZhO/mXVx93qgj7s/bGbfAHD3ejPb19oTm9mDwHSgj5nVAde341uCxEwk0x6bamV45pmhlWG3bvvvplUwRbLT0oh/ITAR2G5mvUmt02NmVcDW1p7Y3T/Ryu0V2YcpJWnjxjC6f+ml0MpwyJAWWxlqFUyR7LSU+Bu/KH+ZMJXzeDP7C9AXOD/qwKREdaCVYS6OMRTFdFSRiLWU+Pua2ZdTl38NPEH4MNgNnAG8HHFsUkp27w5NyhcuDK0MjzwSZs6ESZNo6NY9JGNvORl39BhDHEtF+qCS9mgp8XcGenBg5N/oiOjCkZKT2cqwvBz+/u9h1Cjo3LnNybgjxxjiViqK4weVFIeWEv8ad78xb5FI6chsZdip04FWhgMHHnTXfCbjuK3CGbcPKike2dT4RXJjz54DrQw3bMiqlWE+k3HcVuGM2weVFI+WEv/peYtCkm3LlrBQWlorQz72MRg9OnRwb0G+k3GcVuGM2weVFI9m/9e5++Z8BiIdV1QH+hpbGS5YEFoZmoVpmFVVMGhQmwLMRTIuqvcmh+L0QSXFI5szdyUGiuZAX319WBWzuhrWrg0nWJ1ySlj7PtXKMN+K5r0RKRJK/AmRiwN9HRoVv/deaGOYRSvDfIvqIGi+v0Uk9VuL5J/GPQnReKCvS5f2HehrHBWXl8P06eF6q9xDK8NHHoEf/hDmzw9lnDlz4PLLw7LIBU760Px709AQ1nrzdiwB2K73qwPy/XqSbObt+avPs8rKSq+pqSl0GEWvIyPCdetCUqmvDwmyrq6FUXFmK8OuXcMyyFOmhGWRi1Dme9PR8k9L71cUI/M2/X5EUsxskbtXZm5XqSdBOnKgL6upgZmtDPv0CUshjxsXGp8Uscz3pqPln+ber6iOJ2jqpuSSRvyyX7Mj1dWrw+h+6dIw2h82LJxsdfzxsS02u4eSSWMiffrp9i3xkPl+RTkyV41f2koj/oSJIgkcNCrety9Mw1ywAN5++0Arw6lTQ9PymMvFHPimvmFFOTLX1E3JFSX+GIp0euKOHQfKOQlvZRhFItVJVRIHSvwxFMn0RLUyzBmNzKXYKfHHUM7KCY2tDBcsgNraJlsZikjyKPHHUIfLCbt2hXVzFi4M6+g008pQRJKpJBN/EmZHtKuc0NjKcMkS2Ls3tDI8+2w44QSVc0RKSMkl/pJbt6WxleGCBfDGG2GOYWMrw2OOKXR0IlIAJZf4S6Z5RQutDOnevdDRiUgBlVziT/wZkJs3HyjnNNHKUESk5BJ/IudZu8Obb4aEv3Jli60MRURKLvFDguZZt6OVoYhIZInfzO4EZgHr3X10attNwEeAPcAbwKfdfUtUMSTWli2hdr94cZiaOWAAfPzjYZSf0cowCTOYRCS3ohzx3w3cCtybtu0p4BvuXm9m/wp8A/hahDEkhzusWhVG942tDEeODOWcZloZltwMJhHJSmSJ392fMbOKjG1Ppl1dAJwf1esXiw6PuDNbGR5xBJx6aijntNLKMOkzmPRtRqR9Clnj/wzwUHM3mtmlwKUAgwcPjjyYKJJIh0bc770XFkpbtCgsnNa/P8yeHebgZ9nVKskzmPRtRqT9Il2PPzXi/11jjT9t+3VAJXCeZxFA1OvxR5VE2rw2e2Mrw+pqWLYsXD/hhFDOqaho1ydSUkfF6kgl0rqiWY/fzOYQDvqenk3Sz4eoSiJZj7jr6w+0Mly9Oix/XFUFkyd3uJVhYmYwZUjytxmRqOU18ZvZOYSDudPcfUc+X7slUSWRVs8Z2LYNamrCT8xaGRZaIs/HEMmTKKdzPghMB/qYWR1wPWEWz+HAUxb+py5w98uiiiFbUSaRJkfcCWxlWAhJ/TYjErUoZ/V8oonNd0T1ek1pS3078iSybx8sXx4SfmMrw8pKmDIlEa0MRSQ+EnvmbtHM+shsZXj00XDOOTB+fOJaGYpIPCQ28Rd8DvvatWF0/8orIYjjj4dZs+CDH9S8QxEpqMQm/oLM+mhogBUrQsJvbGU4fnyo3/ftm4cARERal9jEn9dZHzt3wosvHmhl2KsXnHUWTJigVoYiUnQSm/ghDwdsN2wIo/uXXlIrQxGJjUQn/ki4hzXvq6vVylBEYkmJP1u7dx8o52zenLdWhkldckFECkeJvzWbNoVk39jKcNCgkPBHjjyolWHRLfImItIMJf6mtLGVYVQJuuBTUkUkkZT402W2MuzRA6ZNC2fY9ujR7MMKvsibiEgbKPHDoa0Mjz222VaGTSnYIm8iIu1Quom/uVaGVVVhofc2ZNm2JuiiWkNIREpO6SX+vXsPtDJct+5AK8PJk6Fnz3Y/bbYJulgO2Gq2kEjpKp3Ev3XrgVaGO3e2q5VhLhTDAdti+fARkcJIduJ3D0sgV1eHJZHdYcSIMDtnyJCCDHWL4YBtMXz4iEjhJDvx//73obtVYyvDKVPCOjoFVAwHbIvhw0dECifZiX/UqDCULbJWhoU+YFsMHz4iUjjJTvzHHRd+5BCF/vARkcLRIT0RkRKjxF9EGhrCDFP3QkciIkmmxF8kGqdYlpfD9OnhuohIFJT4i0RTUyxFRKKgxF8kGqdYdumiKZYiEq1kz+qJSBTLHWiKpYjkS2QjfjO708zWm9nStG1Hm9lTZrYy9e8Honr9qERZi2+cYqmkLyJRirLUczdwTsa2rwN/cvdhwJ9S14tWU7NsVIsXkbiLLPG7+zPA5ozNHwXuSV2+B/hYVK/fUc2N7FWLF5G4y3eNv7+7rwFw9zVm1mzaNLNLgUsBBg8enKfwDmhuITPV4kUk7op2Vo+73+bule5e2bdv37y/fksje9XiRSTO8j3iX2dmA1Kj/QHA+jy/ftY0sheRpMr3iP9xYE7q8hzgsTy/fptoZC8iSRTldM4HgeeBE8yszsz+CfgecKaZrQTOTF0XEZE8iqzU4+6faOam06N6TRERaV3RHtwVEZFoKPGLiJQYJX4RkRKjxC8iUmLMY9Duycw2AKva+fA+wMYchlNMkrpv2q/4Seq+xX2/hrj7IWfAxiLxd4SZ1bh7ZaHjiEJS9037FT9J3bek7pdKPSIiJUaJX0SkxJRC4r+t0AFEKKn7pv2Kn6TuWyL3K/E1fhEROVgpjPhFRCSNEr+ISIlJdOI3s3PMbIWZvW5mRd3ftyVJbVxvZoPMbJ6ZLTezV83si6ntSdi3rma20MxeSu3bDantsd83ADPrbGYvmtnvUtdjv19mVmtmr5jZEjOrSW2L/X41JbGJ38w6A/8BnAuMAj5hZqMKG1W73U3MG9c3ox74iruPBKqAK1O/oyTs225gpruPA8YD55hZFcnYN4AvAsvTridlv2a4+/i0uftJ2a+DJDbxA1OA1939TXffA/wnodl77MS9cX1z3H2Nuy9OXX6fkEgGkox9c3fflrpalvpxErBvZlYOfBi4PW1z7PerGYncryQn/oHA22nX61LbkuKgxvVAs43r48DMKoAJQDUJ2bdUOWQJocXoU+6elH37IfBVoCFtWxL2y4EnzWyRmV2a2paE/TpEvnvu5lNTDRM1d7UImVkP4FHgS+7+niWk16W77wPGm1kv4NdmNrrAIXWYmc0C1rv7IjObXuBwcu0Ud19tZv2Ap8zsr4UOKCpJHvHXAYPSrpcDqwsUSxTWpRrWU+yN61tiZmWEpP+Au/8qtTkR+9bI3bcATxOO08R9304BZptZLaF8OtPM7if++4W7r079ux74NaFcHPv9akqSE/8LwDAzG2pmhwEXEpq9J0WsGtc3xcLQ/g5gubvfnHZTEvatb2qkj5l1A84A/krM983dv+Hu5e5eQfg/9T/ufjEx3y8z625mRzZeBs4ClhLz/WpOos/cNbMPEeqRnYE73f07hY2ofVKN66cTlohdB1wP/AZ4GBgMvAVc4O6ZB4CLmpmdCswHXuFAvfhaQp0/7vs2lnAwsDNhgPWwu99oZr2J+b41SpV6rnb3WXHfLzM7jjDKh1AC/4W7fyfu+9WcRCd+ERE5VJJLPSIi0gQlfhGREqPELyJSYpT4RURKjBK/iEiJSfKZuyLtYmb7CFNMywgLyd0D/NDdG1p8oEhMKPGLHGqnu48HSJ2+/wvgKML5EyKxp1KPSAtSp+9fCnzBggozm29mi1M/JwOY2X1mtn/1VzN7wMxmm9mJqXX5l5jZy2Y2rFD7ItJIJ3CJZDCzbe7eI2Pbu8AI4H2gwd13pZL4g+5eaWbTgKvc/WNmdhSwBBgGzAUWuPsDqaVDOrv7zrzukEgGlXpEstO4ZGgZcKuZjQf2AcMB3P3PZvYfqdLQecCj7l5vZs8D16XWsP+Vu68sQOwiB1GpR6QVqXVc9hFWZryKsF7SOKASOCztrvcBFwGfBu4CcPdfALOBncAfzGxm/iIXaZoSv0gLzKwv8FPgVg910aOANakZPpcQFmFrdDfwJQB3fzX1+OOAN939FsJKj2PzFrxIM1TqETlUt1TnrMbpnPcBjctG/xh41MwuAOYB2xsf5O7rzGw5YeXURv8IXGxme4G1wI2RRy/SCh3cFckRMzuCMP9/ortvLXQ8Is1RqUckB8yssdHKj5T0pdhpxC8iUmI04hcRKTFK/CIiJUaJX0SkxCjxi4iUGCV+EZES8/8Bf6iqPbViW3wAAAAASUVORK5CYII=\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -259,7 +259,7 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {
@@ -337,14 +337,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 73,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
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\n"
      },
      "metadata": {}
@@ -385,7 +385,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 74,
    "metadata": {
     "scrolled": true
    },
@@ -394,7 +394,7 @@
      "output_type": "display_data",
      "data": {
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      "metadata": {
@@ -421,7 +421,7 @@
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   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 75,
    "metadata": {
     "scrolled": true
    },
@@ -430,7 +430,7 @@
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      "data": {
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    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 76,
    "metadata": {
     "scrolled": false
    },
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315+QGgLQikCj0ZjU7zb6AX3yPKTlwWfuhPlfBWd6oiUb8Zg1BAWZ2iLQaDSJoOUQvP9rWPck2FPgtO/Cyd+A9LxESzZqqDerirO1ItBoNENJRxN8+EdY+SD4u4yxkKffAdkliZZs1JHI9hIwgCIQkVLgCuA0YDzQgdE47t/A60opf9wl1Gg0saWrA1b9CZb/Hjqb4NhL4cwfwpipiZZs1JLI9hIQRhGIyGMYQ2JeBX4N1ABpwFHAEuBHIvL9XvMFNBpNsuLzwoanjPnALQfhyM8YtQDjjku0ZKMe0yIYk5l8FsH/KaV6t40GwyJ4QURSAD0uTKNJdpSCrS/Buz+H+l1QOh+++AhMPjXRkmkC1LW6yctw4rTHbTJAWPpVBKGUgIjkA2VKqU1KKQ9G+2iNRpOs7F5q1AIc3ABFM43JYNPP07UASUZ9AttLgIVgsYi8B1wQ2HYDUCsi7yulvh1f0TQaTdQcWGvUAux9H3InwkUPwXGXGR1CNUlHXaubggS5hcDahLJcpZQLuBh4TCl1AnC21QOIiF1E1ovIqyHWLRKRZhHZEHj8xLroGo2mD7Wfwt+/DH9eDNWfwJJfwTfWwJwrtRJIYupbPQlLHQVr6aMOERkHXAb8KIpjfBPYBuT0s36ZUupzUexXo9GYNB8wGsJteBqcGbDoB7DwVkjNTrRkGgvUtro5PZldQ8DPgP8Ay5VSq0VkKrDTys4D6aefBe4CtCtJo4k17Q2w/Hew6mFAwfyvwWnfgayiREumsYjb66Ol05tQ11C49NErgTeVUs8Bz5nLAyMov2hx/38A7gDC3ZYsFJGNQBXwXaXUFov71mhGL542WPkAfHgPuFtg9pWw6PuQPynRkmkipN6sIUhS19Ak4DkRcQLvAK8DHwfmDA+IiHwOqFFKrRWRRf1stg6YpJRqFZHzgZeAPhMuROQm4CaAiRN1xqpmFOP1wLon4P27oa0Gpp8Pi38MJbMSLZkmSswagqQMFiulfqWUWgycD2wEbgDWicgzInKNiAxUh34KcIGIlAN/AxaLyFO9juFSSrUGnr8GOEWkMIQsDyul5iml5hUVaZNXMwrx+2HTc3D/ifDad6HgSLjhTbjyWa0EhjnJbhEAoJRqAV4MPBCRWcB5wJPAuWHe9wPgB4H3LMJw+1wdvI2IjAWqlVJKROZjKKb6aE5EoxmRKAW73jZSQas3Q8kx8KXnYNpndC3ACKHW7DOUoM6jYLHpnIgcB0wO2n6vUqpfJTDAvm4GUEo9BFwC3CIiXow+RldYdT1pNCOeilXwzk9h34eQPxkufgSO+SLYElN9qokPPRZBEgaLTUTkUeA4YAtgNplTwAtWD6KUeg94L/D8oaDl9wH3WZZWoxkNVG81RkPueA0yi+H838Lca8GRuAuFJn7UtbpJd9rJSElcM2grRz5JKaWdkBpNvGmqgKW/hI3PGvn/i/8bTvo6pGQmWjJNHKlrdSfUGgBrimCFiMxSSm2NuzQazWikrQ4++C2s+QsgcPJtcOq3IWNMoiXTDAGJ7jME1hTBExjK4BDgBgRQSindu1ajGQzuFlhxP3x0L3S1w5yrjFqA3NJES6YZQupa3ZTmZyRUBiuK4FHgy8BmemIEGo0mWrxuWPMofPAbaK+HmRcYtQBFRyVaMk0CqGv1cPzEvITKYEURVCilXom7JBrNSMfvg03/gKW/gOYKmHI6nPW/UHpCoiXTJAifX9HQ5k7Y0HoTK4pgu4g8A/wLwzUEgFLKctaQRjOqUQp2vA7v/Axqt8G42XDBH2HqmboWYJTT1O7BrxI3q9jEiiJIx1AA5wQtiyh9VKMZtZR/aAyGqfwYxhwBlz4OMy/UtQAaoGdWcUGyB4uVUtcPhSAazYji0GajGnjXW5A9Dj7/RyMYbHcmWjJNEmH2GUrarCER+W/gAaVUQz/rFwMZSqk+A2c0mlFLwx4jBrD5OUjLhbN/CvNvgpTEZoVokhNTERQlcR3BZuBfItKJ0SW0FkjD6A46B3gb+EW8BdRohgUt1fDB3bD2cbA5jTqAU26H9PxES6ZJYrpdQ8kaLFZKvQy8LCLTMDqJjgNcwFPATUqpjqERUaNJYjqbjZkAKx8w0kJPuBZOvwNyxiVaMs0woL7VjcMm5KYn1mVoJUawE4sTyTSaUUNXB3z8Z2M6WEej0QzuzB9BwRGJlkwzjKhrdTMmMwWbLbHZY4nrcqTRDEd8Xtj4DLz3K3AdgCPOgrN+AuPnJFqyEU2Xz4/TPvIyrZKhvQSEGUyj0WiCUAq2vgwPnASvfMPIBLr2X/DlF7QSiDO7alo55n/+w4b9TYkWJebUtbopSHANAWhFoNEMzJ734c+L4R/XgNjg8qfgxreNymBN3Hl980HcXj/76tsSLUpM8fsVe+raEt5nCMKnj96LUTgWEqXU7XGRSKNJFqrWG7UAe5ZCTilceD8cdwXYh86j2u7xsr6iiVOO7DPBddTw9rZqANrcvgRLElv21LXS0ulNeJ8hCG8RrAHWYqSMzsUIGO/ESB21/B8REbuIrBeRPvUGYnCPiOwSkU0iMjci6TWaeFC3C/5xLTy8CA5uhHN/Ad9YC8dfPaRKAOCFdQe46pFVVDa2D+lxk4VqVycbK5sBQymOJNZVNAEwNwkUQbj00ScAROQ64EylVFfg9UPAmxEc45vANiAnxLrzMOoSpgELgAcDfzWaocdVBe//Gtb9FRxpcMb3YOFtkBbqqzs01LQYBUfbD7YkhQthqHlnW03385FmEayvaCQnzcHUwqxEi2IpRjAeyA56nRVYNiAiUgp8Fnikn00uBJ5UBiuBPBHRCdiaoaW9Ad76CdxzPKx/Gk68Eb65Ac78YUKVAEBjm1FwtKO6JaFyJIq3t1VTNiadNKeNthFmEayvaGLOxPyEp46CNUXwK2C9iDwuIo9jVBlbrSj+A3AH/c8xmADsD3pdGVh2GCJyk4isEZE1tbW1Fg+t0QyApx2W/Q7umWMUhc26CL6xBs6/G7KKEy0dAI3tAUVwKLkUwf6Gdu7450Y6u+J3l97u8bJ8Vx1nzywhK9VBm3vkKIJWt5cd1S0cX5aXaFEAC4pAKfUYhrvmxcBjoek2CoeIfA6oUUqtDbdZqEOGkOFhpdQ8pdS8oqKigQ6t0YTH1wWr/2JYAO/8FCYuhJuXw8V/gvzJiZbuMJJVESzdUcM/1lSybGdd3I6xbGcdHq+fz8wsISPFQbtn5LiGNu1vQimYOyk5WpAMqAhERICzgdmBthMpIjLfwr5PAS4QkXLgb8BiEXmq1zaVQFnQ61KgyorgGk3E+P3wyfNw/3z497eNi/71b8CX/g5jj0m0dCFpaOsCYHdtKx5v8gwIrHZ1AvDejpoBtoyed7ZVk53m4MQpY8hIsdM6giyCdRWNAMwpzUusIAGsuIYeABYCVwZetwD3D/QmpdQPlFKlSqnJwBXAu0qpq3tt9gpwTSB76CSgWSl10LL0Go0VlIJdb8PDZ8A/bzACwVf+HW54AyYtTLR0YWls85CRYsfrV5QnUR59jcsIYr+3oxal+s0yjxqfX/HOthrOnF6M024jK9UxorKG1lc0cURRJrkZydGW3IoiWKCUuhXoBFBKNQJRl8KJyM0icnPg5WvAHmAX8Gfg69HuV6MJSeUaeOLz8NQXobMJvvCw4QaaviTpp4MppWho93Di5DEAbE8i91B1IJvpQFMHu2tbY77/DfubqG/zcPasEgAyUh0jJmtIKcX6/U3MnZgcbiGw1muoS0TsBHz3IlJEhEPslVLvAe8Fnj8UtFwBt0ayL83owedX+PyKFEcUBfA12+HdO2H7q5BRCOfdDSdcB47E93WxSrvHh8frZ96kfJbvquPTQy0wO9FSGdS4Opk1LoetB128t6OWI4uzB35TBLy9rRqHTTjjKCMmmJli52DTyGh4vK++nYY2D8cnkSKw8gu7ByNIXCIidwHL0XMINEPAXf/exgX3LY/M9dC0H166FR5caLSGOPNHRirogq8NKyUAPYHikpw0phRmJpVFUNPi5viJeUwrzuK9HbHP5Ht7azULpo7pbs88koLF6/cb8YFkqCg2sdKG+mkRWQuchZHlc5FSalvcJdOMepbvquXT6la2HWxh1vgB8vnb6mHZ/8HqPxuvT/q6MRwmsyD+gsaJxkCgOD8zheljs9kcqLBNNG6vj4Y2DyU5aSyaXsQTH+2jze0lMzU2VdfldW3srGnlSwsmdi/LSrWPmDqC9RVNZKbYOaoktlbUYLBqcxcC7Uqp+4A6EZkSR5lGHfWBcXWaHtrcXnbVGL7n/2w51P+G7lZ4/27442xY9SAcexl8Yx2ce9ewVgIADQGLYEymk+kl2VQ0tCdFLn1tID5QnJ3KounFeHx+Vuyuj9n+zd5CZ88s6V6WkeqgfYTECNZVNDK7LA97EhSSmVhJH/0f4HvADwKLnBhTyjQx4K2t1cy7620+HaWVo/2x9aALv4I0py20IvB6YNWfjGKwpXfB1DPglhVw0f2QV9Z3+2GIWVWcn2FYBAA7a2IfmI0Us+1FSU4a8ybnk5Fi571PY5dG+va2amaMzaZsTE9LjcwUOx6fP6lSaKOhw+Nj28GWpHILgTWL4AvABUAbgFKqisNbTmgGwcMf7DZa3Ve5Ei1KUrEp4Aa5duFkth9q6WlB7PfBxr/DfSfA63dA0Qz4yttwxdNQPCOBEseehjbTIkhhesCNsONQ4r8nNYEaguKcVFIddk4+ojBmaaTN7V2sLm88zBoAut1Owz2FdPOBZnx+lVQZQ2BNEXgC2T1m1lBmfEUaPWyubGZ1uRE42luXPDniycDmyibG5qRx9UmTAPjPJwdhxxvw0Gnw4k2QlgdXP28Mhyk7MbHCxommdg82gZw0JxPHZJDmtLHjUPJYBMXZaQCcMb2IysYO9sTgO/zepzX4/Ko7bdQkM8VQBG3DPGC83iwkS5LWEiZWojv/EJE/YTSE+ypwA0bOv2aQPPbhXjJT7KSnOJKqWCgZ2HSgmWNLcykbk8ElRfs5dfld0LUFxkyFSx6FWV8A28ieq9TQ7iEvo2ee7VEl2UnhQqx2dWK3CQWZRjnRokCK53s7ajmiaHCdND/aVU9+hpPjJuQetjwj1Q6QFDGSwbCuopFJBRkUJMF4ymCs9Br6LfBP4HngKOAnSql74y3YSKempZN/bari0nllzBibTbm2CLpp6exiT20bZ+bVwjOX89uW71HoOYDr7Lvh1o+NQfEjXAmAkTWUH1R5Or0kOylSSKtdboqyUrsVVNmYDI4oyoxJu4n6Ng9jc9P7dOTstgiGsSJQSrGuoilpGs0FY/XXtBlYBnwQeK4ZJE+trMDrV1x38mQmF2awt64tLqX6w5FPt3/C75wPcOW6K2HfCmoWfJ8z3L/jX84lYE+OkvyhoKHNw5jMniL+6WOzqWt1JzzLrKbFTUnO4Xe0i6YXs2pvAx2DdN24OrvITe/rqOiJEQxf11BVcye1Le6kaTQXjJWsoRuBj4GLgUuAlSJyQ7wFG874/IoH3tvFoebOkOs7u3w8s2ofZ80oZnJhJpMLMnF1emls7xpiSZOM1hp47Q7mvHw259tW0Tn/NvjmBoqWfJ+SgjG88UmYNNIRSGO7h/yMHkVg5p0nejZBjauT4py0w5Ytml6Ex+tnxZ7BdSN1dXSRk9ZX2WekDH/X0Lp9gUKysmGoCID/BxyvlLpOKXUtcAJGOqmmH3YcauHuN3Zw1SMruzM/gvnXxirqWj1cf4pRjjGl0Ii/j9qAcacL3r0L/jgHVj/CipwlXJH+IOnn/xwyxiAinHv0WFbsrqe5Y/Qoy94WwYxACumnCXYPVbs6Kc4+3CKYP2UM6U77oKuMXR1d3dXEwZgWwXAuKltf0USa08aMccmXdGlFEVRidBw1aeHwYTKaXpitAXbXtnHdYx8f1j5XKcVjH5YzvSSbk48wCp4mBxTBqIsTdHXCivuNYrAP7oajzoFbP+aHXTcyvmzqYZuec/RYvH7F0u3xa3ucTCilaGrvIi/IIijKTiUvw5lQi8Dt9dHY3kVJL4vASCMtGHQaqavTS05IRWBaBMPXNbR+fyPHTcjDaU+++JYViQ4Aq0TkfwPFZSuBXSLybRH5dnzFiz8dHh9eX2yLVExFcMeS6WypcvHVJ9Z0T3JatbeBrQdd3HDqZCTQ/bIsPwObMHoyh3xeWP8U3HsC/OeHMG42fHUpXPo4TRkTqWho59gJeYe95fiyPIqzU8NXGY8g2jw+PD4/YzJ7LooiwvSS7IQOqantLibrm/WyaHoRFQ3tUVu2Xp+fVrc3pGvIDBYP1zoCt9fHlgOupCskM7GiCHYDL9EzOexl4CBGUVny2TgRctH9H/KTV7bEdJ+mr/+SuaX89tLjWLGnntufXY/X5+exD/eSn+Hkwjk9EzlTHDYm5KePfNeQUrDtVXjwZHj5VmMc5DUvwzUvwYS5gFFwA3Bc6eHpgzabcM7RJby3ozau4xGTheCq4mCmj83m0+rWhCUW9K4hCGbRdGO8Z7TuoZZO4yIfKlic7jQsgtZhahFsqXLh8fmTVhFYaTr3U/O5iOQDTWqEpLd4fX521rSwt76N754z/TB/7GAwf8R5GSl84fhSmtq7+Om/tvL1p9fx9rZqvr7oSNICX2yTyQWZ7Ktvj8nxk5K9y+Dt/4UDa6BgGlz2JMy8oM9MALOi+JheeeQA5x49lqdWVvDBp7Wcc/TYoZA6YQRXFQczfWw2rW4vB5o6KM3PCPXWuBJcVdybsjEZFGalsLMmOovFjP+Ecg3ZbEJGip32YRos/iRwgzM7CVNHIYxFICI/EZEZgeepIvIuhnVQLSJnD7RjEUkTkY9FZKOIbBGRn4bYZpGINIvIhsDjJ4M5mUipb/PgV+Dx+vn76tiFPRrbPWSm2Lv76F9/yhRuP2sab26txibClxdO6vOeKYWZlI/EFNKDG+GvF8MTnwNXFVxwL3x9Jcy6MORgmE2VTUwpzAwZMDxpagE5aQ7+s6V6KCRPKGbDufzeiqC71URi3EPVrp4+Q6HITXdGHdB3dXZ17yMUmamOpKosVkrx700HLVmomyubKchMYWw/n1uiCWcRXA7cGXh+LYbSKMIoKnsCeHuAfbuBxUqpVhFxAstF5HWl1Mpe2y1TSn0uctEHjzl3Nc1p46mV+7jp9Kkx6QjYO8gH8F9nTyPFLjjstpA/oskFmbS4vdS3eShMsqrDqKjfbTSD++R5ox3EZ+6E+V8FZ3rYt22ubGZeYCJXb5x2G2fPLOGd7dV4fX4cSRh0ixWmVTmm1/doWlAK6Vm9+vEMBTUtnThs0kcuk0Epgg7jbj+URQBG47loYwQf7a5DKTj5iILu2Nxg+bS6lVufWcedFx7NlxdODrvtJ1Uujp6QG7Njx5pwvyRPkAvoXOBZpZQvMIvAiktJKaXMxijOwCOpbnfNPP/rT5nCgaaOmGWkNLZ7yM88/MssIty2eBo3n3FEyPdMGSmZQ66D8Op/GQPid7wOp30XvrkRTrl9QCVQ2+KmqrmzT3wgmHOOHktTexdrAznZIxUzztQ7RpCb7mR8blrCUkirXW6KslP7VP6aDEYRdLuGQgSLwRhOE00dgd+v+NqTa7nqkVWc98dl/HNtZUy6mJoxvfUVTWG36+zysbO6hWMnDDBTI4GEUwRuETkmMJryTODNoHWWnJMiYheRDUAN8JZSalWIzRYG3Eevi8jR/eznJhFZIyJramtjNw3JnLt69UmTKMlJ5YkV5THZb2N7V58f8EBMHu61BB1NRgzgnuNh3ZNwwvVw+wY468eQnmdpF6Yf9dgQ8QGTowMDakZ0PAXDIrDbhOy0vvdcR41NXKuJUDUEwcTXNWSPKn10b30bLW4vF8wej1Lw3ec2cuqv3+X+pbtoHkQR5/4G4zu4fn9T2O12HGrB61ccM77/73WiCacIvonRY2g78Hul1F4AETkfWG9l5wELYg5QCswXkWN6bbIOmKSUmg3ci5GdFGo/Dyul5iml5hUVFVk5tCWqm43mWWNz0rhqwSSW7axjTwwGcTcFmoVFQml+OnabDL8UUk87LP+DUQuw/Pcw83Nw22r47G8hOzLXxabKZkRCB4pNigIXoZqW0FXbI4WGdg/5Gc6Qd97Tx2azp7aNrhinPVuhtsXdp6o4mNx0Z9QXV1d3sDi0wyEz1RGVa8i8wbj5jCN441un8cQN85k+Npvf/GcH5/3xg6itg30Nxm91b10bTe19C0e7j1/VfwJEstCvIlBKrVJKzVBKFSil7gxa/ppS6spIDqKUasIYXr+k13KX6T5SSr0GOEWkMJJ9D4ZqVydFWanYbcIV88tw2oWnVlYMer+NbZ7DmoVZwWm3UZafTnndMLnT9XlhzWNw71x4+3+gbD58bRl88RGjQ2gUbKps4siirLAjD9OcdnLTnd1pjCMV4zsU+mZiekk2Hp8/IW7EaldnyBoCk9x0Jy1uL35/5F7g5o4uHDbpThXtTWaK47DiTKtsrmwmxWFjWkkWIsIZRxXx168s4Mefm0VVc2fUNxUVDR04Aop6Qxir4JMDLnLTnZTmh3eNJpK4RdtEpEhE8gLP04GzMayL4G3GSiB6IiLzA/LEbubdABwK+lIXZ6ex5JhxPLd2/6CKVrw+P65Ob8QWARjuoaR3Dfn9sOVFeGABvPotyC2D616Dq56DccdFvVulVHfr6YEozk7tDvSPVBraPH0yhkzMaWVDXWFsVhWHqiEwyUl3olRPTUAkGA3nnP0GVDNS7FE1ndt8oJmZ43L6VPROLjA83PWt/d/Nh6Oivo1TpxUiMpAiaOaYCTlJGyiGOCoCYBywVEQ2AasxYgSvisjNInJzYJtLgE9EZCNwD3DFUNYo1LgON3OvXTiJlk4vL62vinqfpn80UosAjMyh8vokTiHd/S78+Ux47jqwOeGKZ+Erb8LkUwa962qXm9oWd58+9KEoyUkb8RZBU3tXv9+hI4qysImRtTKUhKsqNjH9+9HECZo7QreXMMlMjTxY7PcrtlS5QgZqzey8uii6ufr8isrGDmaOy+Go4ux+FYHH62fHoZakjg+AtcE0UaGU2gQcH2L5Q0HP7wPui5cMA3HI1cn8KT2piidMymfmuByeXFHOlfPLotLgZrZHNMVpUwozaff4BvTDDjkH1sLbP4W970PuRLjoITjuMrCFNuGjYVNlEwDHluYNuG1xdiqr9ia55TRIGto9zM3MC7kuzWmnKDuVg00dQyqTWUMwUIwAolMEro6uARSBnTaPD6WU5d/m3vo2Wt3ekAkIBVnGbzQai6CqqQOvXzFpTAZzyvL4z9ZDIeXaWdOCx+dP6vgAhFEEInJxuDcqpV6IvThDR2eXj+aOrsPubkSEaxZO4gcvbGbNvkZO7CefPRxm0Cha1xAYwaekUAS1n8K7d8K2VyCjAJb8CubdAI7Y1zlsPtCM3SbMGjdwil1RTiq1Le6ILgjDCaVU2BgBwNicNA4NsXusNuBLHyhrCKJUBJ1d5ITIkjLJSHHg8yvcXn+fyvz+6MlEy+uzzrQIaqOwCMyMoYljMlDA39fsp7y+vTsNvPfxh60iAD4f+FsMnAy8G3h9Jkbgd1grAtPH3Lu468I54/nla9t4csW+qBRBT/535K6hKQXGl2hffTsLphZE/P6Y0XwA3vslbHganBmw6Aew8FZIjV9rqU2VzRxVkk16ysA/8JLsNDw+v+E+iVFbkGSixe3F61dhrcrinDQqhjiFdqCqYoDcjMG4hroYn9d/QDUz8N1o9/gsK4LgQHFv0px2slIdUVkE+0xFUJDR/R3csL8xhCJwkZXqYNKYoW8HEgnhsoauV0pdj1EENksp9UWl1BeBkLn+w43+vtQZKQ4unVfG65sP9jtYJhxm59FI6wgAxuel4bQLexOVQtreAG/+t1ELsOnvsOBmoxhs0ffjqgSUUmw+0GwpPgA9fW6qR2gKaX8N54JJhEVQ7QpfVQyDdQ15+60hgKCZBBHECfoLFJsUZKVEFSOoaGjHaRfG5aZzVEk2GSl2NoQoLPukqpmjx+f0W4CXLFgJFk9WSh0Mel2N0WZiWGNaBGNz+97dXLtwMn6leDKKArOehnORWwQOu42y/IyhTwv0tMEHvzFqAT66z5gJfNsaWPJLyIx/Nu+qvQ00tHk4YbK1yU2m8q5xjcyAcX8N54IpyUmluaNrSDux1rSEryqG6BWBUqrf6WQmkQ6nCRcoNinMSqW+LTpFUJqfgd0m2G3CcaW5fQrLvD4/2w66kt4tBNYUwXsi8h8RuU5ErgX+DSyNs1xxp9s1FCIVbmJBBufMGsszH1dEnEra2G7kQmeFyYUPx5CmkHo98PGfjclg7/4cJp8Gt3wEX3gQ8vs2xosX9727i8KsVC6YPd7S9sXdRWUjUxE0BdyL4W4mTGU4lGm01SFGVPYm3WnHaZeIFYHb68fj84e1CHrGVVpTfmag+LgQ8QGTgswU6loidw1V1LdTFuTumVOWz7aDrsMU8+7aNjq7/ByTxK0lTAZUBEqp24A/AbOBOcDDSqlvxFmuuFPt6iTNaeu3ivHG06bQ1N7F8+sORLRfs6o42iCm2Y46rimkfj9seg7uPxFe+y4UHAk3vAlXPgMls+J33BCsr2hk+a46bjp9imW/r5nHPlJrCaxYBKYlG437MlpqW9xhA8VgJFxE02ZioKpioPvmyurNmZVAbWF29BbBpMMUQR5dPsMC6X38cC1TkgVLt62BDKFhHRzuzSGXm5KctH4v2CdMymd2WR6PLt/LVfMnWvbxNbZHXlUczJTCDDq6fFS73CHdVoNCKdj5FrzzM6jeDCXHwlX/hCPPDtkSeii4f+ku8jKcXLXAugWSnmInO83Rndc+0mjspwV1MN0WwRB+BtWuTuZZcN/lpDu7L+xWGajhHBjxO7AeIwgXKDYpzEyhoc2Dz68sdx5ubu+iuaOLiUGKwBw4s2F/EydMMj6jzQeaSXfamVLY//GThQEtAhG5WER2BuYGuESkRURcA70v2TFK5fu/0IoIN546hb11bbwbQVfSaBrOBRO35nMVq+Dxz8Izl4KnBS5+BL72AUz7TMKUwJaqZt7eVsMNp0wJ21YiFCO5urihzYPDJmSH+Uy6FcEQWQTds4rDVBWbRGURDNBwDiKfWzxQoBgMi8CvepSvFSqCMoZMSnLSGJ+bdlhh2ZaqZmaNz4lJa/t4YyVGcDdwgVIqVymVo5TKVkolv9NrAAZSBADnHTOW8blpPLJ8j+X9Gq6h6C2CyYEU0pg1n6veCs9eCY+eA3U74fzfwq2r4bhLwZbYfv4PLN1NdqqDa0+eHPF7R3J1sdHGPLx7MSfNQZrTNmTK0LS+Qk0m6000iiDcdDKTjAjmFpuB4oEy0QoyI68uNpvNTeyVEjpnYh7rKxoPO/5wcAuBNUVQHZhBMGJQShmKYAB/p8Nu47pTJrNyT0O3v28gBmsRjM9LJ8VuG3zmUFMFvHiLMR+4fDks/m/45gZjOIwj8bn3u2paee2Tg3x54aSwd4H9UZydOmI7kDa29d9ewkREhjSF1EpVsUl0MQJzXnH/553VnTU0sEUQrqI4mMIoqosrgorJgplTlkdlYwd1rW721LXR7vF1t01PdqzY42tE5O8YLaK71eZwrix2dXjp7PJb8sFffuJE/vj2Th5dvpffXT4n7LZKKZra+28WZgW7TZhYkBG9a6i1Fpb9H6z5CyBw8m1w6rchI/LiuHjywHu7SHXY+MqpU6J6f3FOGtWukVldbLSgHvg7VJyTNmQptDVhsux6MxjXULjK4jSnDRFrMQKrFb0FUfQbqqhvpzArpY87c06ZERvYUNHUneI6HFJHwZoiyAHagXOClimGcfDYLESyendz6bwynlq5jzuWzAirPNo8Prp8alDBYuhpPhcRnS5YcT+suA+62uH4q+GM70Fu6aBkiQcV9e28vKGKaxdO7v4hRkpxdioer98oQhrk551sNLZ5OLJ44ADj2Jy0sF0v+0Mpxa/f2EFzRxe/vPhYS++pidA15Orswu9XlpMszBkG4VxDIkJmisNSjMBKoBigqFsRRGYRlIWoFD52Qi52m7BhfxNur49Uh41pFv6PyYCVkZPXD4UgQ0l3MZnFfj43nDKFJ1aU8+SKcu5YMqPf7axUhFphSmEGy3bWWvshed2w5lGjIKy9HmZeAIt/DEXJW/P30Ae7sYtw0+nRzS2AHiVe3dI58hSBRatybG4ah7Z0RmwV3fPOLh56fzcAF80Zb6mdiZWqYpNcsxW1O3ylcDCuzi4yUuxhA7tgBIytxAg2WQgUg5Gu6rRLZDGC+nZODJE9lZ5iZ8bYbNbvb8TnV8wYlzNs5mr3K6WI3BH4e6+I3NP7MXQixh4z9zpcO91gJhZkcO6ssTy9KnyBmZVCICtMLszE7fWH9//6fbDhGbj3BHjj+1ByNHz1Xbj8r0mtBA41d/LPNZVcOq90UOmx3UVlI6y62O9XNLZ3WbrgmlZRJG6Yv6+u4Pdvf8pFc8ZTnJ3K79/+1NL7rFQVm5h39ZGkkLo6vGFTR02sDKfx+xVbLQSKwbAyCjJTqbeoCDxePwebO/rEB0zmlOWxaX8zW6pcHDNM4gMQPlhsBojXAGtDPIYtNS0DN8/qzY2nTaG5o4t/bex/VoGV/G8rmM3nQgaMlYLtr8GDp8BLtxhdQb/8Elz7L5hwwqCOOxQ8vWofXr+fm884YlD76W4zMcICxi2dXnx+ZelmoruozGLAeOn2Gn744iecflQRv7l0NrcsOoKVexr4aHfdgO+1UlVsEk2bieaOrrDFZCYZqQMPp7EaKDYpyEqxHCyuaurAr2BiQWbI9XPK8mhxe2nptH78ZCDcJ3+EiJwIPK2Uin5kVxJyqLmT3HSn5UpWMArMMlPsbDvY/1SonoZzg7cIwPhCn3xkUK+f8g+NAfGVH8OYI+DSx2HmhQlPA42Et7ZWc+LkMSF9rJFgWgTVI8wiML9DVuZZ9LSZcDNjbPhtN+5v4utPr2PmuGweuGouTruNK+dP5KH3d/OHt3aycGpBWPdSjcvNpAJr/7NoFIE5nWwgMlIGHk4TaevnwqxUy66hff1kDJmYhWWRHD8ZCHcFKQX+CNSIyHsi8gsR+ayIWEo/EZE0EflYRDaKyBYR+WmIbSTgatolIptEZG6U5xER1a5Oy/EBExFhQn46B8IMA+lpODc4i2BsThqpDhuvbjzIX5bv5fW336L6wc/B4+fjbdwHn/8j3LoKjv7CsFICVU0dbD/Uwlkziwe9r8xUB1mpjhFnETREYFWOtVhUtq++jRseX01BVgqPXndidxpmmtPOrWceycflDXy0O/yE2JqWTkuBYuhxjUZsEVhwDWWlOga0CKwGik2MDqTWLAIzdbQ/pTi1MIvsNCPuYPX4yUC4NtTfVUqdDIwFfgg0ADdgjJbcamHfbmCxUsrsUbRERE7qtc15wLTA4ybgwYjPIAoMMzfybJXS/AwqG8MoAjNGEEVefDA2m3DKkYUc2LuVgv98nfOWX0LaobX8sutKjqn/FR9kfxbswy9AalZoL54xeEUAgVqCkWYRmH2GLKWPmlZR/4rA7fVx3WOr8SvFEzfM7zNv+PITyxiXm8bv3vq03/5WkVQVQ7wtAvuAFsGmA83MshAoNjEtAiv9vSrq20h12LqzjXpjswkLphQwuzSPVEfsJvjFGyufVDpGCmlu4FEFrBroTcrAHKrqDDx6f9IXAk8Gtl0J5InIOKvCR0u1yx2xRQAwIS+dA439DwNpaveQneYYfKZASzWPFv2N99P/Hxemrqf1xNup/8pqzr/5V5QVF/Cd5zZaDm4lE+9ur2HimAyOKIrNnVLRCCwqs9JwziTVYSc/wxk2RrDjUAt769r4yednhfzcUx12vn7mkazd18iynaFjBTUWBtIEE5UiGGBesUlmiiNsG2ozUByJf74wKwW312+pUK2ioZ2JYzLCBs1/d/lsHrl2nuXjJwPhsoYeFpEPgb8DC4GPgEuVUvOsppSKiF1ENgA1GMPreyuQCcD+oNeVgWW993OTiKwRkTW1tbVWDt0vPr+ittUdUaDYpDQ/HVent7v4pTeDrSqmsxneuRPumQNrHkPmXoPcvp6sz97J1ImlzC7L454rj6e5o4s7/rlpyIfcK6V4ZWNVdxl9JHR4fHy4q47FM4pjVgA2EttMRJpwUJKTFtYi2BkYcB9qVKPJZfNKGZ+bxu/fDm0VmJ9xkUUrOtJW1H6/GnBMpUlGqp32MHUEkQaKIajNhIXv0r769n7jAyY5ac5Bu4eHmnC3rhOBVOAQcADjIt0Uyc6VUj6l1ByMeMN8ETmm1yahrgh9volKqYcDCmheUVFRJCL0ob7Vjc+vLKeOBjMh3xijd6Af91DUnUe7OuDDe4zBMMt+C9PPg9tWw+d+DzmHG0gzx+Xw/SUzeGd7DU+t3Bf5saKkpbOL255Zz+3Prud3b1lLOQzmo911uL3+mMQHTMzGc0OtEONJQ1sXTrt0j2UciJJAhXV/7KxpxWkXJocJ9KY67Ny2eBrrK5p4/9O+N1qRVBVD5K2oWz1elApfTGaSlWpYBP39z3ccMpI5ZkWQulkYSDwYqB21Uor9De2HNZsbKYSLESwBTgR+G1j0HWC1iLwZKvAbDqVUE8ac4yW9VlUCZUGvSzFcT3HjUD+ziq0wIS+8Ioh4hq7PC2ufgHvmwls/NtI/v/YBXPIoFPSfXnn9KZNZNL2In/97G59W95/FFCu2H3Jx4X0f8saWQxRmReeXf2d7DZkpduZPiV2ri+KcVDq7/LREMLow2WkKtJewajUN1G9oV00LUwuzBnRXXnJCKRPy0vl9iFhBT7q19ZunnAgUgZWqYpOMFAd+BZ1d/pDrTaU1LoIalYLAb7Z2gAE19W0e2jy+AS2C4UjYb0fAd/8J8BrwOvAhcATwzYF2LCJFIpIXeJ4OnA1s77XZK8A1geyhk4DmXmMxY46VAdz9UZpvfAEq+4kTNFrsEYNSsPVleOAk+NftkDMern0Vrn4exs0e8O0iwm8umU12moPbn10f13GFz6+t5KL7P6TF7eWZGxdwztEl1EYYn1BK8e62Gk6bVhTTAFqyjaz8cFcdXb7QFyirNLR5LMUHTEpyjECnt5/j7qxp5UgL2SspDhvfWHwkGyubuebRj1lT3tC9zqwqjsTtmRvBTAIrLahNultR9xMnqG11Y49Q1iKLFsFAGUPDmXAxgttF5G8ish/4APgcsAO4GLByWzcOWCoim4DVGDGCV0XkZhG5ObDNa8AeYBfwZ+Dr0Z+KNcLNKh6IwqwUUh22flNIm9q7Bi4E2vMe/Hkx/OMaEBtc/jTc+DZMOS0iWYqyU/nNJbPZfqiFX7/RW78OHp9f8YMXNvGd5zYypyyPf99+KgumFlCcnUpDmyeiC97Wgy4OuTpZHEO3EPT8gGuSYC7BlqpmrnpkFS+tj2yiXW8s30wEKMlNQylCKufOLh8VDe2W+91cNq+MH50/k61VLi55aAVXPbKSVXvqqXYZk8kiGcAeiWvI7DxqtbIY+m88V+NyU5iVEpGspuIdaGRlRX34GoLhTLjozGTgn8B/RXOXrpTaBBwfYvlDQc8VcGuk+x4M1a5ObNJjDkZCuFoCj9dPq9vb/4+4aj28/VPYsxRySuHCB2D2FWCL/g75zBnFXHfyZB77sJzFM4o5bdrg4ifBvLejhmc/3s9XT5vC95bM6HYtmBffulY343LTLe1raSBtdNH02MkHwdXFibcIzOZvnxxo5tJ5ZeE3DkNDm4cZY637t8cGFZX1/n/sqmlFKZhWnG1pXzab8NXTp3LVSRN5ZlUFD72/h8sfXkmK3cbMCNsl5KY7LXfQbbYwptJkoOE0ta3u7u+oVZx2G3kZTssWgekZGEn0+8krpb49lIIMFdWuToqyU6NO8ZyQlx6ylqCpo5+q4rpd8O6dsPUlSB8D5/4C5n0FnLEZQ/n982bw780HeW5NZUwVwcflDTjtwnfOmX7YZ2Xmode2WFcE72yvYXZpbp8c9sHSU12ceItgc6VRzbr14OCG9zVasSqDMJXhoebOw6NtGIoAiLiwKSPFwY2nTeWqBZN49uMK/vTBbuaURlYlG5FFEIFraKDhNLUt0WUEFmSmDFhdvK++nbE5aRF1JBguRDYfcARgziqOltL8DLZWHeqzvKfhXMAicFXB+7+GdX8FR5rREnrhbZAW20ZUaU47Jx9RwEe762Pam39teSPHTMjt86UvirDZW12rmw37m/jWWbFvhJeV6iDdaU8Ki2CTqQiqXBG1Xw7G7zfmWUQWIzAtgr7KcGdNCw6bdE+9i5T0FDs3nDqFG6KYGWEqAiufhcvCdDKTnhhBPxZBi5tjxkfe2sEoKgvvGtrfMHDq6HBl+PQniBE1FkZUhqM0P536Nk+fOxKzIrTI3g5v/QTuOR7WPw0n3mhMBjvzhzFXAiYnTS2gtsWYihQL3F4fmw40M29S31a7piKwGjB+b0ctShHTtFETEaEkJzViRfD+p7Xsrm0deEOLdHb5+LS6hZKcVNo8vm4XQqS4Orvwq8jamBdkpuCwSWhFUN3K5MJMUhxD/zMPbkU9EK6OLmwCWSlWXEP9xwh8fkV9mydi1xBY6zdUMUJTR2EUKoJDrs6oaghMzBTSql5xAperma/bX+bEV840agJmXQTfWAPn3w1Zsb8IBrMw0E9+xQD9YqzyyYFmPF4/J0zqmxNgjvartXjxfXd7NSU5qXEb2VecHb6gqjftHi83PbmGu/4du+mr2w668PoVl55g+GaidQ9FUlVsYrMJxdmpIVNId9W0JmwwSiStqF2dXrLTnJasqHDB4oY2Dz6/ilIRhO9A2tnl45CrU1sEI4HOLh9N7V1RtZcwKQ0Ule034wS+Llj9F059/TPc4fw7ngkL4OblcPGfIH9yDKQemEkFGYzNSWPFntgogjXlRuXwCSEsglSHnbwMp6XWDh6vnw8+jW01cW+Kc1ItKyWADz41CttW7K7H7Y1N2q3pFrrkhFLsNmFrVXhF0O7x8siyPX2tyijbmJfk9h1Z6fb6KK9vS5giiKTNhNUW1GD0GgJCNp4zvwfRKIKCrFSaO7rweENnw5kp4yMxdRRGmSKoiWAAd390Vxc3tMHmf8J9J8K/v01T6gQucf8EdeXfYGzvAur4IiIsPKKAVXvqY1Jlu7q8kSmFmf3+oIqzrV18V5c30Or2snhGyaBl6o9ILYI3txrxnY4uH+v2NcVEhk2VzRRmpTKpIINpxVkDWgT/3nSQn/97G//z8pbDlje0GRdNKw3nginJ7ltUtreuDb+CI0usZQzFmkgUgavDWsM56HENhRpOY7ori6N0DUGPVdabfYHU0cG2T09WRpUiMGcVD8YiKM5K5UzHJs5edjk8/xVwZsCX/sFj0x9ik30W6QnKKFg4tYC6Vk93pki0KKVYV9EY0howMZq9DawI3t1eQ4rDxilHDjwKMVqKc1Jp9/gGnFoF4PX5eWdbDefMKsFhEz7YObi+VSabDzRxXGkuIsKscTlsqWoOu/3KPUax1nNrK3lxfWX38p425pG1KRmb21cZmj2Gho1FYKGGACDVYcNuk5BZQ4OzCAK1BP3ECbqLybQiGP70jKiMUhHsX439rxfwmONXOLua4QsPw83L4Khzu8cLxssFMhAnBeIEKwfpHtpT10ZDmydkoNikODvNkkWwdHsNC6cWdKf8xQMz3mOlqOzjvQ00d3Rx8dxS5k7MZ1kMFEGb28uumtbuJmezxudQ7XKHDTyu2lvP2TNLmD95DD968RP2BALXkQylCaY4J5WWTu9hF8ed1S3YBKYURpcxNFgisggstqAGw/o1WlH37xoq7KdFdDgKs3rqY0JRXtdGZoo94v/NcGFUKYLq7j5DEX5RarbD366Cv5wNtdt5PPfr3JL3J5h9eXdBWKT537GmbEw6E/LSBx0nWBuID8wLMZzbxLQIwrmh3F4fe+raDpvYFA/M2gQrk8re3FpNqsPG6UcVcvpRhXxywDXodt5bD7rwKzgukGc/a5wRFN/Wj3voQFMHlY0dnHJkAX+8cg6pDhu3PmO0CWlo95DisHX7wa0yNriWIMDOmlYmFWQmLOc9MteQtXnFJpkpjpAWQU1LJ5kp9m73USQUdlsEoV1DGyubOXpCbsJu9OLNqFIENS1uUh02y3cfNO2Hl26FBxfCnvfhzB/B7RvYUnoF5U2HfxGbImwNEGtEhAVTx7ByTwN+f/RxgtXlDeRnOMPODCjKMoamuzr7d8ccbDIuSvGuwuweYj9A8FopxZtbDnHatCIyUhzdxXfLdw08rzccZqD42NIeiwDoN2C8KqCoF0wpYFxuOv932Wy2HXTxi9e20djmicqqDB5ZabIzgRlDYAR1HTZrragjCRaDUUvQn0UQjVsIjGAxEPLGwO31sbXKFfebmkQyqhTBoWajhmDAH1pbPbzxQ7h3Lmz+B5z0dfjmRjjjDkjNYkJ+OjUt7sOyThrbPeRnJnZq2MKpBTS0edjZT5zA7fVx56tb2Vfff73B2n1GfCDcZ2ROxgrnHjLbcJjptvGi2GLjuS1VLqqaOzn3aCNwfcyEXPIynHzw6eAUwebKJsblpnVbJnkZKUzIS+83YLxyTz256U5mjDWCuItnlHDjqVN4csU+3t1eG3HGEPQtKvN4/ZTXtSV0VKLVVtQer5+OLp/1mzOMgHGopnO1Le6oq9czU+ykOW0hXUNbq1x4fH6OL+vfSh7ujCpFMOCsYncrvH+3MRdg1YNw7GXwjXVw7l2Q2RPwNO9yzbteMBvOJdZ/eFJ3PUHoi9vfPt7PX5bv5e7/7Ai5vr7VKEoLVT8QjDmmL9xduJluZ6bbxoucNAepDtuAFsGbWw5hEzhrpqEI7IFxoMt21g4q02pTZXOfISgzx+WwpT+LYG8DJ04ec1jO/B1LZjC7NJe6VndU8yzMBoqmIthX34bXryz3GIoXVhRBS6f1qmKTjJTQw2mi6TNkIiIUZKaGrCVYX9EEoC2CkUK/s4q9blj1J2My2NK7YOoZcMsKuOh+yOvbQMy8yzV7DimlaOroim4oTQwpG5NBaX7oOEGHx8d9S3fhsAmvbz4Y0ipYu2/g+ABYtAgaO7BJdF1eI8GoLh54UtmbW6s5cfKYw4J9p08rpKbFzafV0WVauTq72FPX1h0fMJk1Poc9ta109Mp1P9Tcyb76dk6aeriiTXHYuPfKuWSnOqL6vLJSHWSm2LtTSE2L8MgEuobAuLgPVFDW3XAughhBVqojdProIFxDYAyoqQuRPrp+fxPjc9MG1ZEg2Rk1ikAp1XdWsd8HG/8G982D1++AohnwlbfhiqeheEa/+zLvcg80GXe9rk4vPr9KaIzAZOHUAlbt7RsneHJFObUtbv54xfE4bDb+vGxPn/eu2ddIit024Ji/oqyexnP9UdnYwdicNMsDxAeDOamsP/bVt7H9UAvnHD32sOVmnCDa7KFPDpjxgbzDls8al4NfwY5eQ4NW7TUUtGm5BTOxIIPXvnka//3ZWVHJElxUtrO6FRFiNhs6WqxYBGacKRLXUEaIYHFnl4+WTu/gFEFmSshxlesrGjl+4sh1C8EoUgSuTi8dXT5DqysFO96Ah06DF78GaXlw9Qtw7b+g7MQB9zU2Nw2b9FgETe1m/ncSKIIjCmhq72L7oZ6LUEtnFw+9v5szjiris8eN4wvHT+C5NZV9/KFryhs4trRvo7ne5KQ7SHHYwiuCpo4ha9dbPEC/obe2VgNwzqzDC9vG56VzZHFWyPGMVjA7jvZWnEf3EzBeuaeB7DQHM8eFbrdRNiYj6vTE4KKyT2taKMvPID3C7KNYY0URRNKC2iQz1d6n6dxgaghMCrNS+7Sirm1xU9nYMaLdQhBHRSAiZSKyVES2icgWEekz1UxEFolIs4hsCDx+Ei95zDzzmV1b4NEl8Ozl4O0wxkLe9D4ceRZYzNZw2m2MzUnrHlnZGOg8mmjXEISuJ3h0eTmN7V185xyjA+hNZ0zF4/Pz5Efl3dt0dvn45IArbP2AiYhQlBW+uvhAY0d3FXa8Kc7u22IhmDe3VDN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      },
      "metadata": {
@@ -575,14 +575,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 77,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
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      },
      "metadata": {}
@@ -623,14 +623,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 78,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {
@@ -656,14 +656,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 79,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
@@ -689,14 +689,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 80,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
@@ -807,14 +807,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 81,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {}
@@ -855,14 +855,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 82,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {
@@ -888,14 +888,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 83,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
@@ -921,14 +921,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 84,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {
@@ -1039,14 +1039,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 85,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
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      },
      "metadata": {}
@@ -1070,13 +1070,178 @@
     "        shadow=True, startangle=90)\n",
     "plt.show()    "
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 86,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 385.78125 262.19625\" width=\"385.78125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-03-23T14:28:06.149527</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style 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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "## Precipitation Example ##\n",
+    "\n",
+    "plt.ylabel(\" Total Precipitation°\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.plot(np.arange(NUMBER_DAYS),getDataByFieldAndIndex(6,5).astype(np.float).flatten())\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.ylabel(\"Total Precipitation\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot(np.arange(NUMBER_DAYS),getDataByFieldAndIndex(6,i).astype(np.float).flatten())\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 87,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "#Reshape array into 2D\n",
+    "arr2d = np.reshape(getAllDataByField(6), (-1, NUMBER_DAYS)).astype(np.float)\n",
+    "\n",
+    "#Mean\n",
+    "arrmean = np.mean(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmean)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmean[0],arrmean[NUMBER_DAYS-1]])\n",
+    "\n",
+    "plt.title(\"Mean\")\n",
+    "plt.ylabel(\"Precipitation\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Median\n",
+    "arrmedian = np.median(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmedian)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmedian[0],arrmedian[NUMBER_DAYS-1]])\n",
+    "\n",
+    "plt.title(\"Median\")\n",
+    "plt.ylabel(\"Precipitation\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Polyfit\n",
+    "\n",
+    "#Linear fit\n",
+    "x = np.arange(NUMBER_DAYS)\n",
+    "y = arrmean\n",
+    "fit = np.polyfit(x,y,1)\n",
+    "ang_coeff = fit[0]\n",
+    "intercept = fit[1]\n",
+    "fit_eq = ang_coeff*x + intercept\n",
+    "fig = plt.figure()\n",
+    "ax = fig.subplots()\n",
+    "ax.plot(x, fit_eq,color = 'r', alpha = 0.5, label = 'Linear fit')\n",
+    "ax.scatter(x,y,s = 5, color = 'b', label = 'Data points') #Original data points\n",
+    "ax.set_title('Linear fit example')\n",
+    "plt.ylabel(\"Precipitation\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "#Polynomial Fit\n",
+    "fit = np.polyfit(x, y, 2)\n",
+    "a = fit[0]\n",
+    "b = fit[1]\n",
+    "c = fit[2]\n",
+    "fit_equation = a * np.square(x) + b * x + c\n",
+    "#Plotting\n",
+    "fig1 = plt.figure()\n",
+    "ax1 = fig1.subplots()\n",
+    "ax1.plot(x, fit_equation,color = 'r',alpha = 0.5, label = 'Polynomial fit')\n",
+    "ax1.scatter(x, y, s = 5, color = 'b', label = 'Data points')\n",
+    "ax1.set_title('Polynomial fit example')\n",
+    "plt.ylabel(\"Precipitation\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax1.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3.7.9 64-bit ('bu_cs': conda)",
-   "language": "python",
-   "name": "python37964bitbucsconda814fbdd8514740bdad0844612087b1b4"
+   "name": "python3",
+   "display_name": "Python 3.8.8 64-bit ('base': conda)",
+   "metadata": {
+    "interpreter": {
+     "hash": "dca0ade3e726a953b501b15e8e990130d2b7799f14cfd9f4271676035ebe5511"
+    }
+   }
   },
   "language_info": {
    "codemirror_mode": {
@@ -1088,7 +1253,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.9-final"
+   "version": "3.8.8-final"
   }
  },
  "nbformat": 4,

From 27a7ee8fc8ed4c76541a6e6b144594cc5a721ad8 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Wed, 24 Mar 2021 22:07:42 -0400
Subject: [PATCH 41/46] Add Surface Pressure Graphs

---
 .../Deliverable_2/Graphing.ipynb              | 361 ++++++++++++++----
 1 file changed, 287 insertions(+), 74 deletions(-)

diff --git a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
index 431215c3..92151d35 100644
--- a/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
+++ b/NaturalDisasterProject/Deliverable_2/Graphing.ipynb
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -35,7 +35,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -53,7 +53,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -83,7 +83,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -108,7 +108,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 6,
    "metadata": {
     "scrolled": false
    },
@@ -117,7 +117,7 @@
      "output_type": "display_data",
      "data": {
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\n"
      },
      "metadata": {
@@ -149,7 +149,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 7,
    "metadata": {
     "scrolled": true
    },
@@ -158,7 +158,7 @@
      "output_type": "display_data",
      "data": {
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X0fTz6H31vQF+Vr2VHy/9Md3+bh6oeeB/7ds/FuCNB57jqbvvJx77x96Lp1r1ZFgjlCZNIV6iknvl3A/dVtTrqbhlHTE5itDrfU+5L+bjjY43+Mrer7D8ueV8btfnuGvfXdx94G46G7vY8rt7EEUN1tQphDydJKL/WnaYD0PPiTqS9WmEgkO4vvlFbCn1yFqZ8nSR7xy8kKWvXsS1zyzna48uwne6nwFhB00nbgEgVSvQkmYgf2SI9hnZxDq9Z0XGSeXwAZhM+USjQyjK3/6jqjswTLdzNZ6mf+6y1MlNTVRokhmLhehSs0jNTeLCT1fxiZ/MY2VOO8W77mVaywZEVWbLH+uIRT68sdo35OfA/gi2+AgX/OCK95R3df0Gv/80FVN+gtGYDYAo6nA4luJ27//ApayhttMYLNk4cyaWI0SzGcfHPkrR5s3UVSyjb+oSwqu+Qer6B8lcegf26ZdjW343KYk+0kZP0+yPY8uZQ3C8nZDHhy7NTMrVZcT7Avg2dxFrb6f72usIHT1K5g9/SNYPfkDy1VejhEL4d+6gofFOJCnInDlPYzLmMzD43N9x5SdmVVL8bxuklEiE6r1uoqZUyq9NYUv/ZjKvzyApMsyh/RHC/vfee4uyFnFjxY1saNpAy/j7b0zVfrKJp77xMx75widoPbyB0a7d1Gz+60/oqqpy7PVO3njwDIr81/OKKeEwitnEDPtUws4wRZ9a/uG/9FvYVixlLNxHui6doDs00a+qcPeBuznv+fP41sFvccp1ivXF6/lO5flckqywuWszt+64kYgmwKV3fZeKpeeDGqP5yL9f+vbBPRN5wfTtx5B9PtwbHmWv9HluL36GNoOW2eMpGMjBwRp0qpH7Mmq4LW2MmKKSqhNRRl1oFZnyZcdZnfG1syLjpHL4ACbcWRWi0YG/ua02rmGVFUZq31EOshzhRPXVZy3ja8gXo3/rPlKN2XQE3Iha0Id3M/LLO2lfuxr/pk2oggrDx5lW9zD+sQg7H2/8UN49sqyw5b4DqCqsviYPrfndOXLGPUfo7vkDWVnXkJFx8bvKnI4VxGJDhMLt7+l3qG2QRKSf3Knvfeoc7vUwrfhippZ/guzCKmzn55H+pdlozs9H0CfRX3khU71HEONhhFgRoHLs9Z0AmKenkbQ0m+DhQfq+9HPkYJCCJx4n5bprJ8rnz0OXnU1X5wN4PEeYUv4DrEkVZGdfh9d7jFCo48NedgASCS9bHr+bp360jrH+dzLMq6rKYJuHSOD9HzDan3iD3tTFVFTqGbROXJ+LKi9mcZmbhKJh15/OvK9S/dysz6ETdWzseHfC4pot+/ndpz/Hxnu/xmj3EVKyK1lz2zdB0NOw74PtKYqismdDM9Wbu+ltcNNW/dez5Ptqmyi0ZhCQvJR++QIE8W+P3pZkGb/Vh6jR0vjshNPCxvaNbOrcxFVlV/H0+qfZdc0uvrfoe+gTA4StF1GWuJL+9DI2XZLMaL6ZKedNeLS1HK0GIBaLUVNTQ319/d8szz+SnvpeIoG/vuynGY0Tk6Ok6FyYHriLX31ZywNVRmZJZh5ovp1vjP6UK48vZ/3gpbj1Aif6bqDIV4ZbUknVClSMnyaeoZJs9uIbODtLjJNBcB/AX7qzms0fPj2DFI1h1RvQiToGWrvfPj449CJ+/yla2/pxOs9Hq/3gILG/h/1PH6PKks9YeJQRXSapQ4cp3Pk0kk6Ht7SU0PRp+PPz6WtoZO2+I5R1vEqrcgUnt/Ywb33hu/pSVZXX2l9jMDTI52d9nqPP1uMOmZirP072Re/e0nvEtZnGxq9hNhdSXvbd98jldK4AYNy9nyTLu9eka7ZOLDfNXLPiPe16jzSSp3cSKRco/eS8t9NHWHxxQoCq1VP2xO/xfvMBzuhWkcJcane+yvLrP4LOoMe+vojAnlMYpl5L2u0VGP8iKlcQRcQbZzFe+Brp9ovIyroagKzsq+ns+jUDg89SXvYdFCWGy7UVQdCi1Sah1VrRaJLQaCyEwm14PEfwjB8hEGzEUKhSUAg7n/gj13/nu8QjEnufaaHtxAg6o4a56wqYuSrv7eAvKRrnyHEVoy7Mss+cxy9qf45FZyHflk/ixosp+cy9tInXUre3n2krchA17zzH2Q12lucsZ0vXFu6aexeKrNB4qo5trz2BToaSeZez8mOXk5I14V58astOxvrOEPaFMdvN77rOckJhx2MNdJwaZe5FBXTXjnFySzfl8zMQRIF43wnO7PwZJp0JkzmNOCJD+2Vy9JdwQmhh+zO/I5SARCQEER/IEkXrb+XjM8sBiHh66Kx7gdz8RdgLlxMKhThx4gTHjx8nbAxzWN2HddjAyGaJDYMbmJ02m28v+jaiMPF9A8FWfhO7giZhGpRMyOwFLq/3I+DjsoqlaPuaefPNN6mtrSUej6PVaqmoqECr/evD2+C3vg2yTPbPJxI/q6rKG6M+Ng27+ElFEWn6dzyuYuEEGq34V4P3JEnm5Xsf54FsKzOe7+TLF11KxZKq99QL+fw4NWmMh0foWqfyq123IgsC3yu8kqtX/BA1HKP268/TmLqc+YqeR2JhvrByFsM9JsYklWy9yIyoh6HlNnS4WWB570z+H8GkcvgA3gmE+9uM0sMn2kh5K6o69pZRVFEkenv/hNGYSzTaT2/voxQX3/E3y5RIeFFVGb3+3TkYR3sDyLW1JCXPpGW0Hsx2yto3o/vc55hy261vZ8OUZZl7fvhjmlddS+WZHfhGjnPsdZW0/CQKpk0MJB6/h+/s/Tb7PRO2gFV8hNMHx8gePsKcB99JY6GqCp1dv6a7+3fY7XOYPu3376vwjMZsLJYy3O795Od/6l1lvfXVaHR2CmdUvKdduH0YyCV9Scm78gqJo2EAdFodhrw0Fv3+6wzd+QpjtkUkD9ey6/HnWXf7TSBLhI8+jGXFtwmfDGP8C1fwWMxFf+letAOQ0VuFMHeif4M+lbS0NQwNvUJJ8VcZGnqJltbvf+D/QxD02O2zCXbOwzfSS87iEXzufbQcvYljr/UR9MYpleoJi7kcfU2mft8Aiy4rpnxBJkf+sIegIY1VSxUMZh2N7kamOqciCiKG4mLKMgJ4Il0ceF7mwDMPcdvvf4BWp3vrPkgwNzEXX6+PX/32V4Q8oYkZRlY+kqihfP3itxUDwPTVq9nz+AmOv76HlTe9M7OLRyW2/rGOviYPy64pY+bqPJw5SWx/tIGa554m0/UbcrwtzBS0BDVmtKqMVpU5HbyFQdvdGPt9ZLWLqDIIsgCywLAdgt37+WO8EMImZFVDQoihpY7M9Sdo6gsjSRJlZWVMnz6d2qf34NNLnKw+yXRlOim141Sbd7FgzRoA3ug9SZMwjeuif2ZhrJPKVU/T6Bviwdo/o/eVY7Bo8Qh2Tp8+TVVVFQ6Hgz179tDf309hYeEH/u/UeBz/5s2o0SjO225jJCubH9c3s7r6Hn41uoffr3qMry67hHhUYv+zR6jf8xpavYWl193ArNUV75kteUe8PPeDn9GqD7DO+XH2zC7kyad+xcJDi7nk2hl0NL8A+iSmnP99WrYcJ11rpZnn+HFyH3Mw85O1D5OXOZGkeluXh68707kmpqIIKrMCzbS+vB0l62JGJRnQUCSl0DajlYTLyLQFZydf1aRy+AD0+nRE0fA3G6UHjrWRo534YWqUiacMl2sz0Wg/M6b/keGRjfT0PkJOzvUYDB/eP1lR4pysuR6NJon58156+7iqquz90y7mWMsZ9bYzZCkjzXWSUIqBGZ//HKLmnScd1Z9gZjyNdnOQrKU3MG+shn3eAbb8Joas1jAk1rJnZhsBs0ThsBmXU8vuPzZgCY6xcHkS+rwJhSlJARoav8rY2E6ys65lypQfIIofnI7Z6VhBX/+fkeUwGs3Ek6vfHSDsbSdrytL3TSqn9ceR9RKhZx/G9p1vIeh0BA8NENjcRUyJY0CHqqpobTYu/OGlPPejo6jJV9K141VCN1yG0NGBMt6HvlAmfMqFeV4GxpJkZFni2KHPIosxcg5MIziwmbRP3v62DDnZN+Bybcbl2oLLtQWzuYTp036LLAeRpCCSFECSgxiNOSTb5zLcMcreHV8krWQ54sjL2N0z2fV4G4aYlzmNj+O0RJFcLjLspXTNupmdT8Q4vbMPd59IVriJio9+loSSoGW8hevL3/mRp1x9NRXf/ykHF30XhZm88eunueJrn0CSJJ5//nk62zvJ1mTjN/iZXlRJx/5NZGTPRM138uKLL+LxeFi6dOLazrxgEXufstByZP/byiEaSvDmb8/g6gmw+uZKKhZnEfYOIDV/F5t2Fe2Ho+jzJZ5O/SidozaM4wFMsQhuczJLU3Yxc0sIBC0RvYCkFUhoBdpzC1HJJeJ1AeGJl6BHo7ERlcfo31JDycUrWb32UtLTJ7aGjz57jOxEBU/EX8JapHLBC7sY6OlBXrUKRJEHXA7SpBEW954ms2KUmUl6ZttKmBG+ipeffZlxsxXFM8qqVVez5LLzCfR52LtnL007akjOkFHiMmpsIn7AujIPfc5ExH2kthY1GkUSNfxq9yFaHEF+2vwL0hMegqKDNUd/yNPxIjzPPE8scIrh2T0k+XXsfrSW6tcXcuFtN3Pg9ACP17r44QU5VD/1a+SEm+lLv8yarjiLvT7qpw8zNPhfPPj9HOz+YhRxkK6STrSn+0inlNbMWgRV5VeXPY8jpfjt3/NPNjWRajdx7agEEQ/zbbOxeRXq3DJBRSRAGG1OJpZUP67WdIz2sxP4OWlz+AAEQZhwZ/0blYO/b8JvW1YlzFoTiqLQ0/swZnMpqamrKCn+Kqoq0dn567+p396+xwmF2vD7T5NIvHUOSWH/c604RofRiwaG3MPIqkhR12ZiN9yA5i3FoMRlfNu7Gf7lSeYwg4/E52EMW8i7717KDfWIsgSaJaSJn2B57y18duirfGXKT1nddhOCLFDR9TyZt0/kLwqHe6g+eQ1u9x7Ky79PRcU9f1UxADicK1DVOB7PsbeP1Ww5CMhUrVj2nvpyQsGGCX9sDN/zz9H32c/h3dSM941OjFOdRAUJs8ZKNDgRP2HPdbDmY6VEzBnYNCvY+ptHCVdPrEOnXDEDjcOI97V2VEmh9sjDJDgN49eTtvIGYm3txJreCcZKSVmMyVRIX/9TeLzHSU+/iKSkcuz2OTidK8jIuJic7OtwOpah0ZjY9tCfQFWZGzMx9NpduM0XYx+v47zKEUpvvQppaAjb2gspuXQxc4/dw9TGJwj2DKJNhFhyUSaCKNLsaqZ8rJzwtjBbtmxBkiSSLlyDqITJ6XkBUeOgrylB55lWXnjhBdrb27nkkkvQr9KzLWUbrgOH0IfiXPWlW7npppuYNm0aO3fu5M0330SWZTRaLRnFcwi6m/GOeIhFJF67v4axviDrbp1GxeKJ1OlNb36P4o7XIauRMamYja2rCZ30Mb3XzwxhhBNTl7LIfJLSPQFCJpFdlfkcLi1md0Uup4oLCQrJSMoIDkVLVlhgWkE/3jmz8E0pwm4rRlL9jGzaiUZ6x3A/5aZVKKrMIl8ZF73ehqgoOPr6aWtr44X+XnrUDC7seoO83NXIcohQqAVFUTi05xCyEV6eu5KmrAJ6T9UR6/bhf7SJVMVKV18PoZoRYm0eEsMhYh1eRh86Q6RhDIDQ0WO05xXy9R/9lMLEGzxe+w2ctlQaK15kw8BD5LkDdLY/RjhUS8bifLZmqbxSHsM8y4jfdYiX/+ub/OGUiw4RvrupHlkJs/6j3+L8IT0yccrdZhx7i0h0XoASceDRufFpgpx55hvYIlqCCR/HMmJcnyTz01MH+damJ/jFy/fy0z/9gH5PhI8G92HBgNL5PInubWgL9Ywk61CBsXgvkakRAJ4JXMEnH3ntQ44ifxuTyuGv8PcoB40koqgKrlAvNm0Sg907CAabKMj/DIIgYjYXkJt7E4NDLxEMvr+3yf8kGh2kq+tBSKQBKjue/hlHXtnPhu++TM/2DZRaK3APV9OfNpdUdy2jaUbKLlqHqqqET7kYua+awO4+jFPthKfX4dePkSGmMXzvCcb1aYyKD1DQ8TD5Ayco9xag9OTRuA1y/OVMaX2eLkuANx95mVh8jOqTVxGLjTJr5hPk5X78Q6WSTrbPRxSNuMffiZbuqD6GIBqoOm/+e+oPtY2QrHcSCQ6R8vGPEzp8mJEf3YGhVIfzo5XIBoEknR3/6DuG0+IV5cybp8PrmE68Zpzho8fRl5agy0gl+dISpNEI/v09uENPIo3badkewrZuHYJOh/e1197uRxAEsrKux+NpJB7XY7Ou+sDv1X6iEW9fNWVSFQd88/GlFFEwbRvD4h6OuLyMPfggaDQE9+0n7UtfpGzvbmbcvJJlbQ+yvO8R0q66hDNnzrDxyY1M8U0hPSudY8eO8eSTT3JoywEG7WZE2YNO2okQ7+W5P2+gtbWVOeXTyHNmcXHJxUxpzSHq76Z88UewpdrR6XRceeWVLF++nJMnT/LMM88QjUaZc9GFgMzRV3ew9eE63IMBkgpOcKBrB8+cbGL/oJeQu5etjnm8ou5FkX1YJCMpUQvRcC++kRQuq91BxiEX5hjEZn+M2gXr6LzkRuxGB6KUjqoGmFIcZG72Kaq62lGOxbg++DoXmqq4+oo7KXZMR1ajPPWVOxnu7gbghKWL0eggOT1nkDu7SbpgNZZwmJpdu/h5t4sitZ2S+hFmr/wYAF7fSWpraxkeHqZ0XhFCvJ26yrm4uhoY+1M9Gque8oXTGNX4cd49h6xvLiTzrnlk3DkXbaYF94YmAvv6CB09yku3rOax1ju4ZmQbm6yZfNNazv5dUVRETrpX8EXXcxju/DrtmR0YFZV8ReC5zHrW3HkbsaS1DOggK+qiy5SCfOU30LZoiBPgmOsoGlGHxWYmjg9jcipFSRpAJq1FIs2QzUDiOEVpCgsdcS6LfY9v13+Fr9X9F5buHgQUzicVQZMg9okl/OJ8HT8tm82nEFmcpsUpWcFgQHFNock9lWV9Zycea3JZ6X2IRyVEcWLm4PEc+dD59ONRCZvWjD/uxh91kWkporvjPgymDDIzL327XlHh5xkaeon29p8xa9bj/2u/rW0/RlUVGl9KYcpVbgKhI7TsCFBuyWJ6+gXE4z5GxkZImGaT17+T0xct4XwhmdE/nCHeG0CXm4Tjo5UMqU/T1/lLyIKYpxRn5+XMtC9iqm4qJ9Yf4vyhNMYe/SFhjZ3omo/hPX2SsL6GQNmFDB55AV36TvSZXhYu2ERS0pQPfT01GgMpKYveTqURj8XxjTSSkjX17XX0v6T3aBP5oh68PejLPoNpgZ3oyYfxPfsdRqd8n+P6di6IVeAeGCKj+B1jwvxPn8dAw3MMZqyiYWAjK+ZNbNZkqnBgrHIy0PQ8QuUY+T1fIiK5GfMkSFq1Ct+bmzhaUUFjczOSJL21N/UNABw/9hpf+EIuTud799ra9fCfcegupc9ZRro1QvFVJwglduHoWIerv5pAai5Tvv4lBu64A/+27SRfcTnOT92C4+aPM9jfzxMbNtDX1wc2OJp6lM23bKaxoZGNGzfS392Ns7iCuBRFCdQTzSlGSnJgGO6lramato1PsOz625nRYQStiQs/c93bcomiyOrVq0lJSeGNN97g8ccf5xOf+AQaXTJtNT5E0YMp9XES7KO8NUF5fZxAIo0GimjQlpCSyEIJbUeR+xHQYjNo8MdGSISsjKSuQipTEayp7K+q4BOv/R4CdhRlgPQCA3nbhumYOwtWzWB2NBdtohTbeILA/l7m29dRZVlMV7CZN7/7E1Z+/Qv8ouUX3Okup6DrIPLMJaTfcQfBnbvYHZQYlnR8NfQc5bOuxWTOw2DIxD12kl27RsnOzubiJRfz4y0/wuu4hX6LSsyqUnDbDErHBjh04jA9PT1MmfLOfeq4rhzfli68b7Qw2tTCt2acQVYl7kx3Um8QWV09EwEt2kSQQWE6SfLLZFT/nA2mfi42ZHFDxR18/Mw3uOfMt1Es30ajKvxOn8d3IkOI1QZMGDg6fJS+SA0ReRZl6YXcv3AuPdZi5nae5Lydm4hEU9CJejqzt3KBTUKQnEjGKMcX2BFTbueFTZkUR7xUm2fw/Cw9h61LEVIU7j4VRq9Aq0PLgpgTW+8aHL1r2I5CJOkfn64bJmcO70GWFV6+9yTP/eQ4olKALIeJJz5cXqKhMz2k6JPxRUeIECJm7yamaSAv/5OIov7tejpdMoWFn8c9vh/3+MG/2ufY2B5GR7cz3lhJ3K8n6s7Alj3G8tQlzHSsZFQaJrzrx3RnLiHZ08pwtpE5+UsYe6gWyRMl5epy0j83C0OBDY/nKGZzKSP7LqBmMJt6dRe7ix5AULVMG3TivP1TlG7dQtbaJThevY+irt08slrmsnu+gj2rAjHlCAlP+d+kGP4bp2MFkUg34XAPdbtOoiphyhYuet+6kc4RAKyyn/DJUVKuX0/+00+hRCIcfPZZ+iUXMUFhvOPdqYoFQeAj916DJdTLeOZF9Eopb5fZLylgrHAjiiedpNHZ5FrKOPLKVuyXXUarI4XTtbWUlZWxZMkSVqxYTFHRSYqKJlxJ29renQ1VUVQ2/WoHCiuImnNZUBnm6p+vJy0nl0TCw7SEC5BpnL4A64Vr0BXk43v5ZRKJBI2Njbzw8ss88sQTuN1uLr30UprLmsnJzUEURKZNm8bc3CkIUpyxkiKMmSVYSxYh2RwUhUJUqlrSjZmIiFRvfB1B8tNQLBMU3hvUOGfOHG688UZGRkbYtWsX9py1iGIJCd0OZr5ew4LHrMRec7D1WBav9uhoGe/F0jlOVWsNktyPSZPEtCwjSQUSi9JaENQwHnEIt9dJX+Q17t7wfVIC6chyPzOKxsjXd5FUfAVzbZ9hvnklUko2kfoXOd74DcYNX8B+eQnJhQ6m2uezLudmgn9qhl4fuZ3VCJYMxp3z0JeWEsrKZs/0eZSGO8jtGmDRygsIHR7Ebp9LXZ2bQCDA2rVrSTWnMl0dR1AkGspnMpgbQmPVk5ubi1arpbOzE4DwmVGG7jnGyH0niTaMI2j1pF5wD7bxH9AqfJXLo9/iCy/MIzkxh7zBrTgCDUSFPEaUy4lHTxIVBdb2rcPygp07h1bQYFQxFz3IcnSkiwa+qcpcj4GexCF6og0IGjvHrQMkq1OZWd2EIRqh3VmERrCTUBOE1VGs09zEFNhXvYztNXMJRWOEhn6FbPTiX5DHl+ZZqbUkuJSX+XjzEywfVPDJKvdOjbD2fCPHl/+UJnMPW1J2sdtxdgI3J5XD/6DxwCDjgyH8oxGqX85BkXREP+TSUu++OgwaE77IADNvWI+7cBNqXE9O9nu9CfJyb8JozKW9/aeo6vsn3JLlKK2tP0Ir5NJ7MIqosSL1paC3x3CmJZF8RSm52YOMOqYj6WzkDO9FX34xuc0GDIU2Mu+ci2XehEuioiRwDZzG21yE2BfH36TB1eSgus2HW3KjcacyOPgiuvR0sn/yE4pee5XYz75GV6ZAS6CN1XdUoDUodO2Nsf/Z98+0+td426V1/ABNhw4BInPWvdeFFUAfTJBQ4ugVG7a1hdjXFWKeMYO8pzfgeusJ3iMGiQ5639NWq9cyZ2oUrRSkdiAPf+cgAKPRLSRMLjSNSxEQSDfmM1x3nEjFFE7Pnk1uIsHVV1/NBRdcQGVlkNy8RnLzarFZdbS3tCAHAsiBAKPtLl7+yWG6WzQke9tYv05k/h2XIIgClrdcdXW9+0i2lzI2VMNQxyCBiy9hryhw37338sILL9Db28uSJUv44he/yPSZ02n1tlLlrCIc7kKKJ2je+TrWvlEcURFXsoEhvcT8RAmrNZcyL+Umzs+6mSsKvoxRNqJPyudEcQNbu7a+77UsKytj0aJFVFdX442YUJU6LtixEfKzsd36KVJnLqAskozDV4U4NgspEkAn2JliG8GYpKUt+hmGPQqOnQJLbK2YtRIe4TSCbz5x5pOQO6hK89OYdh4G100YStcwqBo4GJTYLxlpKUhiamuQ+pYYJ0JHSP/CEtIubKLTc4JUYw6fbVyNxhcgPuNyUgyZKLEYL93wCUImC/Nbm8mQrsb7WBPeNzqR6wvo7i6gODWTVLeRwP5+5vdko4+epqlsBh0NE8FwOp2O/Px8Ojs7iQ8GGX+phUR5L7YrcrCvL0I0D9KW1I4ghMgOz+Cl0W6G867AEhoiee52zIZWJI2N/mlVPGezMiMap9u0GMGkAffVrBy1czLZx8yUp+kyD1NoKiaquqkf6AI1hs9sIdp2FA0ia1wKn3j1KTzJqagmE7Lq4QyPkWaG5gELcsyG7Cmk7sx69ooXMjS7knGzmbtbR/gNn+JK5TmSXFU4tALuhMQNp19B1Qr81Hg7tkQKrzhfZE7itb/59/hhmFQOf0EsnOD4G52kBLuY1voU7l6VoeO3EAp9OOUQHpjIsx40qCTPdxLMOInQMYe+uiFCNSO4HjqD55U2EiMhRNFAacnXCAabGRp+9X376+l5iEi0l65duQhiHqWWUmYkbgRAe1UQU5UNz3PP0Vd2CdZAL9Zpq5illmKem07qJ6chmieWbKR4nP3PPUjDszk0bulnIDSKfnyESNSFc1SD3+/CEM6hu/sPyPKE+61xyhTK11+HgEDDWC2Dg09it80j5smibtemt2VUZZXhJxoY/HXNe/IZ/SVmcxEmUz5u9z5Ge+qwOIox263vqRePSdgEC/7oKEnnL8R2/jvxCSOCgKwFm82F1ziI7H3/4J+U/nos/oNIWhNv/mQHiiLR3f07kixTSRqdTkKOIwoiqRorzz73IjqNhrnbd6D4J1Ihu1xbMRiysXbkkF7TSFdbGw2LlrH1mh/w4r2nGe9xU978FJkVMfKvvujt84rNE+21qyu58CtfREXmiaceZeO4m768PIoQuOmmm/jKV77ChRdeiMlkos3bRkJJUGUxcOToBezbeDdSzM1062yuEM5nbtwKKtibNxE+eA/1UhO14RhaUUemKYvzb/4U5c5ytjbvYM/TzWx7pJ76/QN4XeG3A+gqS2ejkQwEbM0sObaB7mwbKfd9HfWatZyxZHIsfTrjhjAC4DQYWOHcRVJHiDmH69DFA2SOrMefrmLO1LA2y0yOOUpEqiYuNVBsi/DTpI9T7a4iO3kWfXGF/sxnKan+Psvr/ot1P7qLlllFVNVrGDn2GLIcpiW1hqzSXxCXYzgN+ThuvZVwTiophlQO/Hkbz5ZWccGxgyzoUSkdWwBvRWw3tutRFA1TYl48L7Ti29zF0uRFGEKHCJut1Miht/8XxcXFjI6O0vfnU4yVvUpnwfc4FbuK4ewNhLqeZ8i5B6P2dZIkDQtdGajaZPKHXiS6LEYgLYqKSn17PX06LR/z+xlIeoOtBoGxQIyWgU9SEdbwTEYNOfF2BKAm8BxBdYiYroAmTTYddjPxkIvZxjJu5BB/3N1Mpn0GAJ5RCy1RkfDwFBqkTF4V5/LHwit4Sv9p8pRufqZ8hRXiFk4PzMLnT6dktByNICBmvUp2Wz+fV35Fv5DL7yvT+U6flV+kvzu9/T+KSZvDX1C9pYdoKMH05udwpAhEuzbSxuWc3jJG9qf+9/Z6SURWJBwLZjEw+DgoGszdy4n3dOMRTWhTTYT6XYSOD2MoS8a6ZDE260yam7/LqGsb6enrSE1dg05nIxzuoqf3j2jiC3C3RbAb05npOB9jngO9Lg2fUo35RYkRQxEJbTIrnQImcyo18VpWLL8OQSuiqiod1cfY+9Qj+Fwj2IuDXPa5h9j/9ftxFUwhoE+wv3grSxtVtBiQfXEGB58jL+9mACw6C0X2Ivzu3USFQaZM+SF9szroPLGRzlOtFM0qw/1yK1LzODLg+u0pnDdNxVBge9/r43Scx8DAi6hyAYUzL3zfOu3P1ZKsdzDkOoXz5nfvfNbR2U5V1R5SHEPANlRJx/ETOzCbi7GYS8jKuhqDPoNIdTULVl7IkfYjeFJXsPm3X8I0rZfslB8j6Kx4/d04k3OJpKbh8Xu4YskS9M89j3/LVqxXr8c9fpDc3I/BY8dI9w7Rri3jyEXfRgqmkml2ozT8me40E5/87pffli0xPIzrqz9B+K6IdvVU8iqKSSqcy7CoMn/mPKZufROp6SDFd38D4S/cixvdjQDYw0cJAXHdFhakfZliayV94Tp0a0rg5Gm47Ra0v/0d+VseILG4HJ/242SZC0hExrnIfCVjb+hpSgxithloPzlhqE9KMZBRaqOjphmbmo8nrZVDq+dyqnAfbb96FF2gmJjcDAg4jBbWZJQhiMt4oyCdB5OXoYlpuEXsJqGfTmjGZawYPUpcdyNLna/SbTpDVNbzfOZFuJxZ/GR4YkBtDMfw5w+Q/plBLA8Y6L3tNrIvuxXD6W+iaW/l4KEbkaR6alItnNfbR5a5gMaUMaYsW4jy4jCPaW0oCHzq9efJz7sQf3kEe8KERwjSJo2TnduJfUkRGenzUKMSmRlG0l5+kLAcoa6wgLE+F6l56RQVTgSuNut2Ycx9jYz0S1BR6O39E9yoUOzT0xlPIX0YMixV2Lv2E7usG89oEa22KTgjffiGpuDMOMq0SDnTu7ex0bWKSHAnqmMN1/fejdY8il6aRUS7CZfbBESptpZyfMlcLMMdhNrrSU5eyXjqhcwJ5yHrs3mJXcQjSWwd07JAzmfRebtp1t5GAhO6Vi8f0W8lI1VhvGAbxtNXMHD8ZqZpRVRUglNPYOsyYglHWep/nUGhkqNj01kx+sFZj/8vTM4c3sI3GqZ2dx9ZoyfIXjKVopdepMwxRs7AXrpOpFK3t/+vtg/74yTrLPhiY0y/YBqDgy+j751BspKDP+ZDf0kuGV+ZS9Y3F2BbW0BiJMz4k41kHr6NDM0VBILNNDZ9nQMHF3D6zC00NN6FIOhoeEVEY5zOnOR5qFpwXlOBw7GE8fHDjD35BKNTLmeFRcBocbBbV0ez+yDP//in3Pjaddz+uyvZeN9P0OoNzLrBxrTLzYx2SwzF+knxJQiLcT4SWQ0pE4OVg9V09zyELL/zRF7lmEqe3IjZXIrTuZIVN1wGiBx+aSP+nb1Ea1z0hYeo8zYi6ERGH64lVDPyvtfI6VyBShRLZoQ5F618T3ngwABDJ1rQCFpEQxc1HTczMPBOrqNx9wZSHEOMNZYw3LICTfd09DonPt8pOrse4NjxixmofQLZ5yN10Ryy51eCICL3+wiPGtlx/xEsWjtqYIjBsRN0GH0YfH4qV5yHoawMz9MbGHXtQlXjOLWLSRzrZbxgGagCYVOYsnkaugefp89hZOkdd6N9K4JWiUTo//wXUKMxkmwVhOLdAOQtmkhn7jpaj/OqK5FcLkIH321janA3UGIyEfIdJt6fQWbDrRRbK2nxneGkrZbMvEIsFgtj4TAZTz6JkiaiP9iET+ok1ZDDqZe3EX8lCxXgsh5u/ukSPvrDRZx3Qzn2HBMd1d0ICRuzTz+LXunCbctEjuSg+s3E5AasBgsfyfkoJVmf5VHtTCSM+HquIiTZ0Ew3cHi+FZ9ZZGxsFS9GzyNJl8JAYgalKQnWZDXxLceTfDo6QJGSTo/XjRIf5jenb0UUDIzfEiPa0IDxwH66Mo2kNWlprhfY7i9k5gtZWOOnMGos9O8+g/KqizG9wK78ZK7sjVNYdDmxYDevCceQyowc13Wg02iZPk2HL1iDLtWEPteKVqdjafZ8zNGTtBVP5cTe4wCYa6PoEeg1dZDqXMXUqb9k+rQHmclPiZ5KQbbF8MwYYaD0GdI1MtnCRvRVAUY9EzPVuLEXbaycNURxFxXT5r+LxSaJK/Iu5XGSWKjmMEOppMGynZ39tcQYJZo8laxUC1KujS3zZnP7JesQBBFJvgo3CuGMM+g0VuJqhASX8Oyc9fxK9y2IKSw5sQtNV4j5+jB5J7+KIkNFxS702gQ2ncJWYzPHT66jJnMlZ86sY1oXLO1sIpaWR8wy9a+OTX8vk8rhLY682oGgSBR3vUHanV9GY7dT8NifKDFvJ3WslgPPtdB5evQD2/fX95OsdxCIuthz5EEeGwOhZSZJWjuHR3ey/8BWBFFAY9FhOz+frG/Mx3H9FM7oh9l8DIoP/5Jp9j+Rl3szoVAHfv8ZogPnEw2YydMZSTfl47ikFI1FR4pjCYmEm/HkHGY4szGKKqcKRxh3ximpWInb20idr5FmoY+VH/80H/3pL9Gk1JFsX8ieJx8jbkgibWRiLd4+ZkefORHZnC5+hHjcxcDgs29/r9k2IxnaBCmZ16KEJDSngmRnLsTqChPY1ctwzEuOKYPypDzUi4swFNompvxbut6Tt8luX4AiCyQXq6QX5Lx9PD4YxP1ME75NnajaBDHLAOFL9xAINDD+lsF+eHgfKY6DSNEqYscz6B4uxtpwKfIbiwn+bh2eDTeiCdloGf8vvDdKGOZWsfKr16KVQsTclQiBa7DpJ3Ylw9fDgdQQNtVESUBP7csHMS3/CqpuOgOn/oRenw77+xjMWIRbWUmS3kBcN0Tdjl+i1Sdx/Y9+wdRlE9Gsqqoy8K1v0jNUT/TrN2J1TCMUmjBgjwd96BQY7z5KMK8cTUoK3pdfedc1aXQ3crFDh7djGc7T95AWmEvt+H6G1WpE7wXUPXYE/aCT7sMDPP/k7ylc4sOXbSSp+SCiIJIs28mf6qT7gt1sCk0ERyZnmDGUaRnu/hQLD3+DGWe+yS8v7eL1wtOIhhglgQUoeMg057Mw/1p+X7CNPRm3cbXJgwCsQ4dGEImMaNlvn8XzSy0YE1pSWUBCVWkbb+WZ9gKO+ZcSG3ey1pNPVBylRTYymGxAVGV2dKxCLD2PwA0i4sGd9OYsIStso7Qjn4/tvpHKGT/BmnIZqqqQbkhlrNDH87kJZFHg2t4E2py5WKd+lBlyPsc0bfSJY8yzVZKeMZtgsOVde4Qsz1mOENxDQmfgae8oOx/bxNiZ/dicvfh8eVRV/RpRnFgkkY+106xMY9mxcaLDuQRzD+PUQuSyECRgaLAAVYWATQatgZzwNPzJrZQa80gSFfYi86xBIvPu+dhvzkaUHiUeTQEhCWPFhfRXJGFQI3wxcC/Flt20WsFjFLl5uZf7ZsSI2Cyoqp8Z7XHMAR0XnBrjpi0uyvtKuUqKoO9dji6ahmvf7WhNXlJnP8VR80kGGKRCrWWObhsmzQ6Sersxd9ST2qnB4v5wLvF/K5PKARhq99JRM0p+9zYyL1+HoWhiSiqaTGi+s5wSywaS/L1s/+PpD0x13bHlKDpRj1aVeDR+lDMRLQ15IQRBwGksoLd2D7G/2MhD0IiYZ6WzrbyaZzK2oGhVEi9qsG1bx5z015hZuZnGN0Yxm+cyM2U2catE0sKJbKcpyYvRhdNJL7sFLSqGJSKnBxtwRv0MNO1gNHki0ZvHEqfldBcv/eJuZDnM0WfriQbaqVj2EYJCIw7Fgi8eJSkznbAUQHDbSElZTE/PQ8jyRJBNRuw0Plmg1+3E9eApggcHWGJdwRzHSsYSEVJ1ZhQU9NokBtoHSL1lGpaFmQT29eN+qpHE8DvrwE0H2wj0W3BOGUeWo0jeGO5nm3D95hSR2jFkm0jC3s+p0j8x6C5lcOACjh5VeerPj7Nhw2scO3oVR4/Poi8vj4Qgo9GZOdxjoz1pPiO6FYS23ICjtYzwUoXTA58lGK7HLrbhU6dy0c3fJiN1IiK9vkBD2KDjvEQZM+xLSa/VIo9r0JeuJiC0kmo7D99rG3EVnofZMUayo46IEsOUWsrNv74PIUvPoeMv88IvPssjH7uaNwbcnMqbxu5XDzJ4xk8iMU4k4qK3t5eyigpAZucTz2G/9FICe/YgjU/YpuJynBFfM46+AnS1nyBbr+GUexddoXY89sVo9XEExYg+monOX0mkeRFPjj/ByfIfcyT/k8TkCOmmTBBg7ZQL0ca6ONn1FMfbWtj9szUs3hIlaBH4zsfiLHSmsemKV/nkxz6HotERS8/FZavk0xl/wCScxqOcT1dUT4tmACciV+ncRMdF8vYPc/NuP+2ZIIlmToZkiisdXHrlhcTlGK3SbSSrFjzSRuI6M7XFWWQzxkZlMWLHEFM//zK6hUtZknE5lnX3MkV3NTbJjDS4jyHLjwgKfWSbizl69DW2FdqZOy6RHO6mV3svI+7jDGg8NHW3kqaxUxnNItk+F1Dx+U69fV8tNFWii7VhjAVwpRop6PPQP/fXpKVHiUb1+Hzv/O5Cx46RbIuCJOAfWAL6IJJtDK2tlMP9yzDqVAKJiWzFEdMQ+9quxtl2I6oYZw8j/ESIos5I5cHnniT8+Hpa2xYi4WM0t5xKX4S6zCLmqNU8fuQ6Fu8vIFXfyDSfQppqZqvmfNrLJmaTRZ0B7nitldzhCGneMFrFSnHUhGZ0BhFFpT8yjX1Nl9PSM5WIEKdQdLPR1kRPXZiM04sQQmNYEunMSS3n4pnv3lflH8V/vM1BVVQOvtSOkQiFowdJ/fymd5WbrIUM3eRhxb4IakxPz69PYLx5OuZKJ4LmndgHadQHyXnUZA8yoiYwiho2O06xfuAiHJZkRkJh9j3zOhd+5tp39d/ubUdSJaI3O8nqtOLf0Y370XrGxQB281JKTHoMognnx6a/nc8lvreDvCPfRhF09Hnq8Y0JmNrO4JIlyhctI1AZg5GXUAWV2p4tVBVPDPQxt52s8jKmXLeMp2t+TmncQpvBhcmejC/ehXkoheJLvszJmuvoH3ialJRFJEK1HAjoSas7TInmal5dpnLxEUCWSRJV/FKYb0oezOZ0bm1wI1w+i5QrytBlWvC+2Um0eRxdpgXTrDRqN24lKKSTkj3E4Is7EGpTUBSZOk0vdfo+ovE4CEDL0omLI4BWH8VibEGnCxKLOMgxDOJKpAHg1ieYsUjH4o+t5KU7X8PtNVC0IYTl4hW4VrTS9dxTLHCswRU3MfT0SfRRgb3WBjrTM5k+4ibNYkXUGekK1FN5zVqiWwcwBivQvjiAq3uUMcsRlM5R5EELFEIkLvPc7d9Dq2iJaiViuECNgSCh1aYjSUO0bAxQ9imVrq4aEokEB4f7CS28jKnH3iBy2zfgySfxv/EGjptvps3bxurAVIbPfJJVSRKemJe2QCNTL+kibGnhonW7EEUNJ6pPsXvrLtYq1fQpBfiFDOJRO6NRA5mmfE6dOkO5M8yXMmIcPvES5l0/Z9l+laFcIxvXRrDr4Mo/BLBeqMWRk4PJEybiSGc8OsTFrgWg0WAATuo6QYXiRBrTkgv5c4GeNXv9GGSBKYMC6WKAEcnKYOcUtD2jSEmruUQuIWBsx9sTAgPEHH50qo70gRRMrrX4HxjHknEjQjzK8PBubI0H6M+KE/W5eWSxhm9lHiW74zpUl0wg4eYW7zh9i35L06GF+PIiGIQYVVIOC6PlCCEJq2kWgqDB66tGbTDS8PwRerx2spcsJCd4iG2Va2m03oVJTbB06TdoanqFzs5OwoIJRyzEQTWDqdF6aoV5BIZnkc4LhFOasXjLOelKZxYxwhl7SRqqJGbSUhqdjd1VxFjBm2z35WLzhpHOfIO0RCNPemyYZC2CJpnhsgM8H88mLGYx091ECVlcGs2jITyIQ4TvHHUh2psweXLZjxFJFjmUNcpq8zO8MutS6vxe7l/+HcyH76NOY2NIv4OUcRN2UcdFsYUcMHyNO592Ult5DW51DybJSOGyGvJHbuBkf8d/5yT8h/IfrxzaqkdwdfupbHqB9E/djPZ/BDuZTPkggiFjDoneMHZBi2dDE74kHebZ6VjmZiDa9Vg1RsJqiBfLjpAvyhQH8tlr6OWkuQFbUIfWmEHTgS1c8KmrEcWJCVtEijAQnEgJ3u5vp3TeOswzU+l89gy1/duQk8YZFjUMiUfRvaFjKGhGZ0pnff80EEwc8UdIKRylbccJRFsKN3z9O2SXTeHNHbeRYnDgiY0z/Ys3UyXvJBqzcNtvHwPgd6d/R2eWyByvimqEwaERSIyS6SnEbltEmngJ4dd94OmjWPoVn5F01CUbuaZKw6DZRqTAxzWtURRE7gn1YEr1kSk2EustpPrOX2BMScKUaiNpbhbm1DIi9W78W7tZaVyGnxlYDmoREmY8gp8D1jZcCQ8F+cnYh7SkBAupNfvZuGw2TYrISnbyaR6iv3UmUU0yZ8QRZg+P0Zs3i+O6duZLheiNWtLSNAz4BeSxMTJLvkjh3PsZ3n4SxZggVRFwtYxx2j5GUIgwJ2Zjln0VanAUkoyMRLow7G8iCyuZ9bfg9/jQLIdFqkRUlqjzniAkyUSTAH8faFQEdNgEM3laG0vvvw9rupPf3vQZInE3gwetbC0ewArM63wMh01gU8HF7Nu6hxXTp+N9+RVSPv5xTh2pJ6XmRrKFE1g1yzk4tpnsnGyGJT159iNEIvVsvf85FKMFRSOSpOllxOciYNUz49QQvvILybWUkSzWcKglhuq6gpLqTSw8Dh2lWoyf9VHtMnFeHBStSM9dX6X3ysvQjY2RMAB6AVRYLUUwyyt5LWkrmkQqbm2IZWMGrjIMkqtYSMx/imjnWsbH03Hiw63NJZroYbZhChpZoK/kKWL1s0Gv8LvWjXRqP0oZWiR5Jl7jGOlFKs1PvUnW8GFkVWG0DI6U2eiwhKkzNpANZJoyuW3TBoxzohyvvQA1SaSwrZVUeZSDi73Egjew0r+A8KFxkuyVjA8f4bkNpZjFaSQKPHzmTB3pzkvYMlXgoGEaC98cJnvNNPTm7WzYcYLjzw1w9che/OkBrgm2sCl6G4lQKomAgUDaGaztV7AosI+IIZdho4ckXRtJmhxmmL3EFTPHDoVYIdWwQo2jYGGcGRhRUIkyWmCiSe8ixZmETfVyXoeBPNlJsyjzlM7N3bKdtFgew2Ma8gUnWo2ZhOLDbG8mc9MQl0z9PeKCW9CqkBK24bLtwh40YA4UslCTimryIPQaqZl1B+HIK+hkiT0LF/Kp/D5Cw+NkJz44U+z/hf/oZSUpLnPk1Q5s0ii5SjeOm29+Tx2TKR+jtxS5P0Hyhfk09J7gWDCBbNcRPDTIyK9rGPjJMXJMWbxu282o5OFie4IM9xRsoo0XHNtJ06VyYekNXJr5MTru2Ue03YOqqnT6OlEnTIl0eCf2EBjudbNz+FecKLKwTtjF9dGnuCH8PAvGduOOWhj2hOgQRjkYUEj4X6W59gRxRwYzrv042WVTUFSFutE6VhesItmQTIu/Ga/vJMnJE+5uiqrwRscbpMyci3VkFL2qpbtzAF98DEERGHusHsfWq7EMziRkbSBo8vDzKpU75qUQESMYpTgHk3sxiHp+6a6jNiWTj3QcYmldG1Z9mGORuZwemcJoey6xY1p8m7uJ9/73+rCMHRFFCLCv+GFeM50goI2yZk0x+QW/IzCthfvnFPPTpfOI6YzkaiP0UoBlXKFreDoh0U1Rrg6v1YA2ISMhUz3Yjs/nI6MyHXtgwuXYPG8+creKGDMwcr6RTVIDr+urUZC5MDKVGWouRp4ivOv7xON+pqWsJDtsI5jw4/VHULV6DJokbPpkSmyVXDg/hZJCA4bsHNZ964cEymfhnzKDgSllNMycyr7jR2hra+O8m28G4kQbF5DVUYM+6mP+ThXbLoV1+h00BrqJr7qIWGsrTa8eYezFZuK+x5himYov7sGkl1mw/BP09hYgCFZOH/0+Q20tjLa0IqDQpsnHrUllybYh0jxg69iPoipki8Vc8/xeVj43oRhOzbTx/SsVWupNBEWRgqQwj5xfjNTUSuTIcVTZjWlklL6iVMrLsiiS1hO3DNApegEYEX3oVVjfbsaau59pRQcYrzqKjMC4RqVgmoNM41LKlCz05tfQZPYSIZfZJhlN9GbsUpynYz3cxBDHPH9k50uPkDV8hIgpnbY8LfmtUFc4MQuu0QyREKPobDmEk/Po768k1RBi3ryNTPUNk9U4yCFziMfSH+eUuQH/zh4c3rU0u1w8mqLh2dwQeSO/YIH4RfLRUqh0cCB2HjkHVX781W8hj3hxRIa5auB5SHRgyrFgUuJ4A8VYgoO4PKnEUlqx+3Ox+o1YIuPYehykDBjQJiSGjKO0+I4STAygkACNHq3BgWAsJolCinyZOAKjBDUW6h3lLFIPUxRYg14QeFyN0CHn0KH4sGkETPnVaBBJ2E2gRpjS7SbND3OPavj0C0/g27KYhKowEhURIiIzamvIUk3Q04omNIdIbC8ofsxVbo7PXYm7aTGHhzfSrbzbjvWP4j9aObh6A0T9UUrqNpD2pS8gms3vqWM25ePovgjVIJO0vIjz7jwfX8DFjoYhUu6YjSbFSDQeR9WKbMw8yIxIKUtbPk1VaDrrXEups7bjtkWwChYGoj3gjTL2aD2u359h9HQPgipg1Bjp8HbgHwvy6mtfpz6viuczL+LOgh9zf9Jd/K74p/zZcBMiEtkMc9DQiTvRzrjchy3dQCw9l4qsiYllh6eFQCJAhtJLqTWD+tFTyHKIlOSFANSM1DAQHGDVnKuxhHrIURyofoHylIlUE/FeP5bFWYzMfJy9VXu4YW4e27KySfZt42e24xBvYiDJwe/dNWxLn8qXpWcIahYyklTBuLiZNWU2Vlp15Jg1DEtRmkIxcLThV+5BMN2KbPwKu8TttA2W4Ewd58aPLsIf/yVP6r/N3UlfoNWq4WtNIZ454KYqcpAB8jgWWQgIBG1mHqz7JFsjK0nxB0hWzUioPPrIw9zV7adHCKIYLeiLChmr7qVbO8JzR1/HYxvBEHFysbcMjWuAzeKveSPcy8kZZQzHh0jSWWnynmBz/0PsHdlK9dg2WhM1nFRHMc/LwOS6CEeySjAU5s03t+CIxrh8+3YuWbSI3Px8zpw5w8kn9yLvjYM2laDoJ6SmkN/nwrN2PtYIWPZGWZhWx/aeAdrzKtnywi+RoyfIty7Cpndi1vQwN+UapNMeDHobKeb1qMYWZhbMptI8C4fq5aScRVVzCykBePXy2YS+4WM85iLdlEtnqYOoyULbyvnc8NxRfn/RY8Q9E7anLBsE59cysnQ9Y4EwoBAxG8mefSVzu1OABK84TxNUUghqg7Tpx1BQydWaSJ/1BgDZlg6i05tQ5WRO9R1julkgoqgMZxxGHNaQljGFfKMZs+ZVarKexR0/xYK2k0w55WVmdwcYZM5Mv52u3BnYQ+C1TNiiekNJvGFqoNrmAlUiJ36MpVYjKf5Ukhd0UTbXzfb+ITb1D/F4xh9pN3Zh2DOV1vaPoDUk+GLbj1gs3IZgy+aZiodZJByi21JCXO8gO7IPfWAAVSOSZNezaHiENKeXuGIiJuXhGG/EmhxE0UaJm9yMpaUTkxPM6LBjiuZSJuUxIvroiXYzrfgMVRVtFH9aYuonduJw7GbFmV1kjR5i9YEesqTZSIKe5aMn0UpWkCWWjrTh0ch4NT5UVUUvv+X4UTqxLKpG094eZ7KGBabXivSKY6iCwJoD2ykIdaLR6PHoziBjR5F6wGhG8qdxR93LjPdMZTzqImIp/4ePjXAOlYMgCHmCIOwRBKFJEIQGQRDueOu4QxCEHYIgtL31nvK/9fX3klVgYUXng2SkqSRf8f4bZqgeA0mu2SQqehENGuwL57BsdoKoamD3z3cge6Kc9jXyunMfXm2Aa6VKbGOzmS+Vsmp8IUZZz0uOHXQ5+zFajJzwHqB6bBuhIQ+lO6z8vuvbfExzJW3uVp569ssU6ly8mLkOUVEZM+Sy+vHnKX9hM4lYnIxwmAtG9yFrVEJJDSSlC6StHCFTayDWsZW6ui/w0uGJHDu24D6S4010+nuRVN6eObzR+QZmrZnV+atJzTORmbBxQWIGJs1EQJppZhqRujGO+67mR5ofM47M4pFfkjL+FOamMqzxHtyGDF5Ir+KCtAj6fjtRqQYpcQbPSB4hdw/2i4owfa6Uhvwazji281S4nRfMC3lEvZHHuI4RUllh20X5lDdpb/88e8VL2Z6YxSUdbp7ZM8Iyz0ZEn0TVQClRwYSig7gAr/SuY97oaaaPtWDzuAkKMbJ9NjyBMFMjtfQVmtm7bDm/uv9X/Kn9NXZq6zFHzcwvnIHVP5Wgx0WLdBipbz2+sULyUy8gP2kKjd5jNPlaSdIVsDy7nCr9+YwkzmNO3RtYV2ahahVyuiYyl0ZiMRY2NVN6333MW7eO6667jjs//nkWy1NIlXTMSZmBbABV1KKfZmLJA09hu/8e0j1gPOjDruyj1SEjiHacyiympxQTUQLoNLPQ5lgwR7UsyJ7G0Se6USUt9um9FCVNwyAFyO87zNR2OLAsjdUrjtHZl8dotI8UQxo5wwbis77NePJtAPSe0tDngFRJRm/UcmP6Aooz1hOJTbjf9uQUcbfOiiVSgMe8i2OBXNSQGY/Bg18NICKQogWtfsJeVWzqoqOil/H83cyJTCFFo6U+IlPT+xlsDesos9poVLoYP7WVJX88zid3bebTDZswyAFC58uMfiOOcVo9FeM51BeAJArM985hRvdaxhQ/cxPFFA2FiHflUuY/yuL2WnIVL+35sMFoZ7dFz3cHLuK+nN8zpHFx09hcftb3J5YLt6BxlvAjIYJOD1MSE4bq7Qvmktfm4bZPrQNg6hU34BgJUCK7OCmvBEFDhnoGW5IXgH57M6qgovOFMOqXMy+Sz1yhDFFVyShys0+8nAfyL+HwGxra6i1U7kvQnQmPXLUarQyybjkZ6hBVQxoURWL40G+YV/8Ed8x4hLAvnz6tH2l0OpImxGxBhyhYiCPSmavnzH/Z2Hu+BcGWS7c4ggy0lnyWofmXAdClbyOolwERTWE2I9oFpJ4sQqe2oQoCqu7Dp/7/WziXMwcJuEtV1UpgEfB5QRCmAncDu1RVLQN2vfX5rBA+WQM9baTfdRfCB+waFTo4AKJCoOiddNNlX/ooZXIjvWEbA6IfNFFecu5gsbGCpKnPsyPvCWx3TuOQvYPp44UUxrLI704jU81jUer5uLVxXmu7n6fS3sQoGrjszCLWup18xLufr5V/jZxAhJu747SlmHA+9zy1c+bhkC0s3XEY5biEQzNKIjmVnNVVWOxDlC15gh7rL/F6qxkW87DqzFy2fBeFJhOyquIWczEY0ohKUbZ1b2NNwRrMOjOWqkocUSNaNDSIpwkrAcInXQgagcdzg2ikMX6gbuHZqx4mqtOT2iSREulDFbVUlTu4yfwqQU0GMJH+Iyqk4TY/hmFxOn9+6iG6xiOEBJGgRYs3VyDJHiZTa2Isz4xDCCCgIksRNobOA1XlK80R1MAI1pxnGK56nKmuiZt+3JhCdyKVTzZs5hsnn+eWhu0Yg0G8CDxkKOFIIg+bEMFiVwkZzTgsduYlSgikutmWt43idVWIikyreAqvUogUP8Z85yyKrTPoDtTQrlaSsUSPZeYwemEpSY588vJ1yIP9HP/Vy4SSj+B0T0GrarDqdMx/6UWSlk4YzdWEgv/FdsKCzKDuIUrMc8Ay8UQ41t6DGg1QcsEVaH70VcwaDe5eJwh6UqUIpUvbsGgy0YtuFMIMzVOJEMfWHCMtlkfKwEq8GUfAEmMsPsqiI1FaSnRMuW6AnT0reOH05fjFBgACC9ZiP/k6IW+MTft6OPz4C9SlaJkdU8jyR8k8k4GaSJBARRCMXD7mx/NiDTqhi5akeoa9pdhiejx6D6gq40oERRsGUWHYNwOzNooUTWXxzM1UmgRGJRmvro6UQCnp6tW4YgmsRx4l1i0w7sxg+8qV7Ll5Br4fhDixqACPJp20Wc/TMCdB9bwZrOtbR76nCJc5yktzVzFNzSXfUklMjfCToJsvksfXAjm8NphK5IyFU00pIAxzl/cmfpjzEKIUYEHGV9FmTmdIe5wvmv6LGalNRDrsJAcC7J6/jIJ+gd01J7DYLOw9doQDy5Zi88foCM9FK4VJzm8GUUCbUGgNTMQxGRPZZLm2YZqSh1EIMEXuoVaZwYuJFVzvMaJT3KTsFUkKw/4VlWxe9Cm2nJdLc85UlnCQlODFDEgiJ2ffRu3t5WQnDKiKnjpjLTmJDGJyH0ntBRgEHZIyzqnKHNJSxpg+c4SRkhL6NeOku2JELNkUBCAeGiIYTUGSh0gxwKeFF8mJjiIlFxJI9GBOTeCbf+asjI/nTDmoqjqkqmrNW38HgCYgB7gMePKtak8Cl58tGSyLFlKydQtJK1e+67h/Ty9jTzYQODhA6OQwseJuwrS+XS6IIjMXLcIW6OX0KBzJbSCkiXDT1IkBQ9SWI8khysYkvjb8Ca4fv4g6fTPuqR40ipa1067CnlnF65Zt/MH2PHvLHuUjg4e5p/Q2PIZkPneijxUuCUUQ2Dw4TECEBYlcNBEf8aCWZYljWJOSqGvSAyImQx4Fx77P9Mgz9Cb0zEyfg8VcwKqqiW07e6MxVFVlZ+9OQokQl5ZMZIg1TqvCkJiwefSHh/FGR0CA+GURBvX5VChD3Hrh/Rh1Ji4JrwGdA1tkwoD+iQVmOvfpiEmtpIRFkuJ6Imovve0yLz/+a7wRlV2Jch6PLucZ90K2dlbyaMTGHw1nOJ54hYbKBKoqIIhgUWWmDPRg1SUTSd/HUL6BY2Y/5sRE4rRxQxqLW2q4SFdNzho9XrsWMRxhe7wcv6DhKvcernvxRa578QU+8uYrLD8apiqSzMePDbO0LsJIYghL4hSRqANZaWNG7kUUWabTbqvjmDkJVdSTlt6BeYebgHeQFK2Ggln5HL1kLd/M3cC+dhM+MUCxkk4EgZ3Ptr4dhezb3o3kinBS9zKevTXEWt/AZM9BjEUw+eaw/flbiY+0cqp2A3XOpShqEJvOijA9TmbgUmJ6CQ2FuJNaOdNSR6feRbrsZEHaeixDS6g5dTHPaGtYsa8DXxIkbtBzanQaT49ez4A5nzRnNWHJT5I2F6dmCFSFF19vZZlSzbBey9xoAJt9PZahC2nUvoKk+kE0U9ErQyKJZN1DDBpsxJUk2itnYgtNzJC6U04hShZ0wQwGm9ZP3C+JGKnt16ATVRplBZNUzlyzBq+kED/yADa3m8NLl3Nm8SVEKq2UzjuFy5NFQ18Zg62L6e2ZQVg0YdFWEhVDZPYdZGdFCQGTQMTZSJalGFX1Utx2GctrruH8jpuY6fooOeEbmNe3mm6pnkx3JVceC9Bq3cmYIcb2wibal71OS5WITiOzanMza4/spTurFE+Smfi+3XgDXhQFhrIzeV1ZS4c1QijpNI3TChjx2fA3ZOHyGhESEuZILamL0siijFj0EIY6E6qoslTooqfhKFkuH1VNMU5NE6mbsQYBlf3rL0cVRJb5jpIUKqI/riAaIiRqb+RU1w3IQoJDyXUTY8NIBNGSh1kYBxJkYsQfsvBVyzX4jFZkQUXSzCXZ04SYWkCjXUYMlqAq42iS8lFRSfVkELCdRoyGsBd4KBDfcev9R/IvYXMQBKEQmA0cAzJUVR2CCQUCpH9Am1sFQagWBKF6dPSDg9P+N/T5+e9Jxx08PEi0ZRzfm50gg96fjr61GMk/McWOtnuJt8dZOi+VoC7EvqwzLHJXIAx0MXgiA7V2jNafbWO+uBxZgEecr/CDoofJumQetb790B/n0is+TdSgssKeYPpACw0p5WzMXM2X8jIocUsE2wdICUXoO3aUXNmJuXdiQxpBhSn+HiqKMojFNPT1TSMldTHJOfMYPdZFh7eDGWkTOVzybYWYRZXOkJf+gafZcPJJchLp5D0vMPZEA7EBC0Z14mnVQwxvfBRUlYfr/4SisXNZ4ey3r8m6jjk8qIaxhT0ISpz49u8R1uQCcab29VAyNAhqkIBhDi1DYU5JuVgyayku/CnGzBcxC53gqSSUmMp1Thvp2hjP9tvxSiYGTWnM8EeJWQaILzrAcDSZV6oX0BH3kRlRcEvTqHRqqM/6Os8FfkFHwRz+WHwZftXIt0ZOsnx/DdFUPffOvZEzs89Dm1FFLN6JadjLrVsV3I3VqPFWMm1WLsm9nQrddJ5zbGNvfBRzNB1r5hkKWm+i0qvFG50wnnuODPBs2Sk85hHq06KcjiQoktORZImGU23U7umju7aDwIF+ghoV2veQMwYncoz49Al0kRge/Rh9m8a5/ydXEmleRFwdwKArJMlRRL4qYgzlExOHEYjgLtDT3d1Np68eEJBN8HK0k0jEjqDoEEQbh5fMZzhSzONdNyGnmYlgRKNXGY4MkKrPZGupG7uvnaqoStTZA8Dswgsxua5HUDWMjvehqn4kSwr6sjWMaxsQNC00aWwodh2unGJmDKwBFdwptYCKs/NyHO4MQgkT5fEQzqGljOftJGfBRhaaDYQVlaPBBP2Zizm0+GJypi9imWqkzNnE4EAFm5uXEtXG8Eg2+vunYU8eoTHzKL3a/VQ0eoma55HkP0aTT8AsWrDps/Fxin79IXoMp+i1dDFgDdCaV4XXLXJ89HtM60tjV7GGKXyMjwz9GPV4GpZAENELCVXD0jMnUEWRF1cvZCRtCXp0IAik2Ue5VDqIIZpBxBzjjPs86k7MpvV4DrIpCVPcxzVTj1AeX09MjXF43EZOXzPaRBIFRj+6SIji0THCBti+8FKGxCkUeIIMxuZSqHZQ3p9MXJYxDb3ITN+PKW1+hZwuI5bgAEsONqOqCrIoIGr05LsnbC5xj4M+5pGwfRS36kKraAloffSUtaETTQiaU6hqMgBPL1zLAc8XGM9PxZa6GxCo0a1gR/9Vf/f499c458pBEIQk4GXgy6qq+j9sO1VVH1ZVdZ6qqvPS0tL+9wYfEtkfRwkksK0tRDBo0DiNiHETGY0fY+S+k0juCN6N7QgpegJTrdSkP4wkJMiuC3Ls8Q5cNQ5KtZXkmMswnZfBgbweiBqIaRK8MbAF3QwbQ9EuotuH+HpoKTlDbkqFIb5Q8U1KAjKfrAsyElYY1SSzvLkBUZGYEitmZGjwHRkDGnoHD5Ka2k1f73QGBxqxLsuhWZ3wfpqZOhMAr+84uTqFIcVGa+uP8SUauSJ2IboUM7IvRrB3DIPNSjzrBMmZo/jjY6DAgcSEPj4vZ2KvhNCgj3Ehjd2CQppGR6nvBIljdqJyM2ZJxB6Nk+X1oRjteDJ1mGNDZDkauHPqS1w0IPP4S208/fKT/Kzmx9xU9WeqnH1saLqWfQ3fZ1vfGlRBJE8aYWDWg8QTWn5x7C5S4kWkzH6G/HCYfgrZWx7jzPTf0TD7yxw+r4ZOWyY3eQ4x78TLjCQ5+f7iW9ifO5MTU6eiEXSkr72YwmeeIaHTkrppjKVZ1zLbuZJYwsfjyX+kS/aQaY6iJCzkDBxGMyAjB0foMxcSUVQsEQVd2IJG0dCVWo03YkVIWBFVASnZzUinl7GXhwhpBPYnRXEOyQxkaNhRmY0kKBRonajyCKKwjKyRj+KnEXOyHSyXY523iRzNpcQNI+h0MXTGrdR0TsxE5uvmIGsUtqo1JIDU0RMIikLNeUVEnXkc71+CLzMdNWnCdtASTmMs0o9O1OPKLSJtrBaLoqM9Kx2zolC8+H7kOg3e3H3E/BNu2oWVaxFEPYJlLy3GfBp8RYiFRpY3htHJFiRtkJAnl7CzEevoLEpV6PQWsrJ1JglBQR6povTM1WDw09fyAOkD+3GlzyVsXsyJ8V5e1YxS1z6X7u45FCWMOKJO8oJBZp0cI9UcpdnUT25GFZuWXowq6iG8E7dnYmny0lwtq3M60KemgD4XVY2jxBpIhN5E8ZWz5OQY9Vensai7AxGFao2TpdWnMeb4sXaq9MwvxiZ6SQ74ODRrHR5nKpmeevSxGFJUjy9eiTlQRKH3dUR1C5mdMopWQNXpWGZpwxf5FbJaTGNEgzUpjb7cVJBBEFTMaRby+1WOLTBjJgOv0cioT2U4xcgy9mMNX0B4pImShj2YTyawePtI6K1kjpxkekeUaGSI/pwJ216eVIBGsBGXZf4cvp2vHPDTK46RmpzOlmVHsDmWTIxzsV2EdDKqoOOH7QYiODBOf4G4T0HViPxo/AmuG97xDxv//pJzqhwEQdAxoRieVlX1v/2xRgRByHqrPAtwfVD7s0F8MIhGGEJ1daPGZBzXTsH0GT19c36BGlepf3gze+o38GL9vfz08LeoLRphSp8DhzSbvAV+rOcZmFK6GH2uFedF5cycNwdBNjI1UMSf6/9M5QVrODbyBnEhwoLB1ayO13PTjN8R1pm4yt1M4tgIJlsO6d7DZIcGacoqwHbrQnLpZCzJiCoIRH06LBEPmZnF6HQaztRmEEsbojWjH0EVmOacBoDHc4xCs5WBmIQ/oeEWZ5xrLr8Oy7VWxte+TN/Me9GQRMTeTnKaB19iYgtFRT8VvaAy1WICoOmJgzxAnJR4iLQUC9c3PElELAQ1yvSuCffRPmcW0ZwChESM1HYdXzY9j16EVX1uQqKBA0sv4NTnJJZYJfZ49Sw8k83y0W52JyYMhktFGXv/CroOfo6Pd/fwEWM/rfZCHIY2esw6xnQadpvGaNSpHEpS+eLwn7jq0GaiZgvNVbNoEIoxad2siBQTJU740BC+jcPYL/opJeaL8SVcHBhr5cxwN5peE8V60PkKMZi9FA4akHoO4nbORBa1BDIV0rQC53deT0mgHI9hDL1WoikkkqEkI2n8zDJqSY8pJMnQrx4jd1hgLCeZ2UxE1zKvGZ1oxqvtx61pQGsUsZenIIgy6foijIFCPLnb6F14D82zt+ITwCmZSdamsJk9uPBRGPFx/q5OrMERgvY8oqqERZWpCvTw8s+/yOLBeurjhUSERmRVYmlgIVEm0lZ7NLOZIVgIbBlAESRcuVuIS2ZAYJolC8GkoTS2m25NGv3KVGSnlVldMbyOavyGEXwJA56sA4iyiUKdnar+1dgDOWiR0Sl2aou2Eu15lLzWJvz2QUKWfoLWTgRZg803hQoxymXxpayRprAruQ997Shpo/00ti8i1zOVitor2LLsI2SMj6GV+mhNUghGxulPzGdLupHZOTu5smAbScmXM31gIsJZlVPpvrCUelM6V0r72auZh3xAwm3Xgg6GDJlcSDWzs7uZ2tvBcGoW2V0NTD1dS5naxHjCwVGOInruQR1YhL11JpLqxumY8FLU8FG0QinDhjp64zL9KXGGLzKSml+DIMgYQ0n0ZMCexddyfv5Gfh75GqvydiOoCovkY1i8FehbXsNnsTDuqOT0rAlz6euLrXz2Czq80UGypUwkJKT0KnRaAVlx87Hd1ZgMfhKCTEvaGaKWK5g1psMjhhkbtyDJQ2iTUkhJQGz+m3jsBqIdFkpMo7SJeci2lWdlLDyX3koC8CegSVXV+/+i6HXgvwMObgY2ni0ZEiMjjD74W6S/WJZKDATZ6vkFr+y9E31+EoYCG2ZzAf3ufhJKDG9fPy6Ni60z+2ko9rNouJLvD92KUb+EaPPHUChGHY5gyJ/ITDpjxgwEFeb4ZuOOuzkRacQ2I5Vh3YsYlXQezHyU47ZCqoQGDhpfYywhMdMo4im1oFEFqgsq2R/3w9AQ7hQbQnoSo3475dFe5s25ifPPX4Lfl8Hu3Z+jwVlLXjwTXbeEqsp4vSeY6qwkoSR4aEwgWatyuOljHD6ymqGhV8hiYp+JWKAfuyOIL+FGQUE2FjLTmoROFJCjCQ54NbQLCgvCr+GM+TA3lBFRWhC1RpzhGJ4kMweWLkMVRUz9HUT0yTT06jCEZPacN4fty64ifkEDS5MjtAXMvB7QYMq1cvetV7NkSiaZEZnc4Wk4etZyKbO4NmsZhlQ3KQdFxkdlEqLAJZGLuVzOxTJ0ORkeleV1XSiihgPnnU+aXYfJ2I7VNMAsxUZ/IIaxIplou4dQTGLX4NM0D+xCE5YIWirQJ5kpzm4l6i4jyZiEJAkkuvYyWLgalQiv67egFQRKpXTKRuZzUfPtJCSRFH0cQzyFmBrEqU8wnlCRVBW7+yBaBaSS6YQCYZxOJxVVaWRVCKjSAKrio2xRlNDwYkpKBsmou5lx3QjOzksxdBeQsMaYN30TlUYL2+J7cOkF5ibyOM8/i8FMgcw57cTiFnwxKw5C3L7lWZKDQb5Z/WdEl4FYxiCuSB8VSjm7ZmqxBAdI9szkEmU9sVYPR/NPoR8fJCHEEYUkbMNRolkJTMTo1GUQLc5gVmcYvSQQy9jDqMFLQhHpi/eSUGJoBJGKsVmEU5qpy+mk23QA5blX4Wg7baVT6CjNIy02hKQPYA7lkWoawz14IdtjGuzRLL7nuoLi6dej0Vswh9O5uPl2hh16xuxa5neYqHAtYCSlHtl1gnRNMZc/LZLy52Rcb8oUNNxHwlSIgJawViEx3sgtv9pM56Z0Ml8ap6hfpWk9RCSB2yt+xJ35dzCWlYZNjRPX6jhalAMlUUZ6faCAGL2AGGmMGAeQ1VGmz1nCeOEUtKpIWiKNMSFAaOGfsGTVoQtlUV5+hLKKYyQH+3GnZnJ4cQFXZm5BtccImvUcFpZTqTaQPZiJ4huh2VGBLRRiNKMXURPDLg7irWwmOZLOsHE2NsWCS+Mjkr0Ig8EJKBilZiSnDx0aajLnMrvJTZZiJ6H0IwXKQA1g1Nmor3iENl0miw4NIMUhlGynWPFRFTl6VsbHczlzWArcBKwSBOH0W6/1wM+ANYIgtAFr3vp8VpC9PsZ+9zsCu3a9fSzQWUfMt5a4ez3hnImLLqjJDB5Px6eMkGur4qW57Qw5w1wjX88n+tZhMCdT7jhIQFNKTuc01LiCPv8t11BVT2ZUhLiBrJCTR2sfIlVuYSkv8EjBED8vz6dKq+Oy5BCzjs6nOpjAp/oY0IeYpSmiIMXO7sGJyZNYlU80zUcsoGOm3EF4ZJiZMyeM4OFQGQ2RNoqMEDjYS1fXb5HlIDNSJsqHEhqea12PKntRzdexdMlenIkLQKuiGenEYPUi6xKMqm4GzA5m2yaepo4/cZDHRYUpYQ/6hXEc3SNExXJQQ4STQAVOzZuPziwy6+QpLGKcqNKBt3sBud0qZp3EDr2ZHGcfYwkdj9behIrAvqRhXPEEjRGZiqBKzNpLg/sEly8z83hlG63WGLerb/Aj9x8BGNPlkNO5GvfoFL77rAyqylBeId4kAzpsGDI2sko1oUFgRGsk2uLBGx9k5/AGvDEfsxtPkhZpIaG3Up7oIdy/EEVIkHb6YZTuU3SXTMNtyWPQ0cTrlm1EhDiZeshzz8Uac9A6exPTk0NkvrW7XK/opjUmIwoCaSNDyALYpi4nFotRWFiI016FfWENFruGmemLmdHzLWbLuVSMFyDrQhy31SEqNlJ/H8W/U4PR4kNd8CDaijbijJPfVIMupQT1pkzSkkfRCDJ6QSDPNUhFVxe2uUE8NhsfrTlIgy7GSGQQmzaZI+f9BK9hiKxoCTO6VuAzD9EX7MDTmoqsukmxlkBEYkQzYSA9ZC5BSTOwoD2CzjxKinseQcvEzoeCex5SPAyAomoYqdiAxvcSpU9tpGRIZdyRSs28WRhDuQw4IxgNQYyRTIwJIxcl/xRtIs7+oIzFn45XMlJT+Qks8WRq83cTXQuiKjNlcJwVHTcgGGSqK9IRBJFDq6dxfKZIY76T4dRcuoouQ6PJIaEM4RLySc0JMJ7sJKHTUzv3FjLS4HhYy1z3Ti6ecwGvchGVQ20YY1EiyXk0xKYRV/PQ+t1EkrWYBCP557n53MOPM6/4agxeHQ7M9C35Hpst++k/eTmZEStSxMHLG7+I/idOShpGiJpMdKRfReuxldwlPsD9wrdxa1JZJuwj2bOE4aCXxpK5nCnXUdyUQFV1OJIDdCeGsEomhvQTzhxunZtkMcbSCg0CeqLhGJ2BPuwaK1UnMpk9PooBHUPRZBRl4iEzrUChKZrGnY2bkIITS3ApCwc5kfNjRtfd+48eGifGm7PS64dAVdWDqqoKqqrOUFV11luvzaqqulVVXa2qatlb7+NnSwZDeRn6ggIC27e/fay++UVCajNBGjm0azMAJ998HSmsZdTZiw4dCPCN5C+TelRLmjED2deL4dIGHMEziLFcADROI95NnQzfe4KyUYWIEGeWp5gBdRSDvolrin7OHyvKmR+CPxwLkTuQjzM2j8zB/QzpJkwvc9cuYaXTRjU6/CYTifIu1Fwnel8coxrnaN0mzGYz6enpBGNzCCsCmcndtKV8g67u3wEQ2ukEFcSEg5ucJUhHy3i19RIMhgziPX70ORa0LhCEGD5LjHpziLgoMMdmRlVUnu4ME/x/7P13kGTXde4L/o7Jk95WZlVleW+62ls0TAMNb0mAAD0JkaIVJVK8MleelCiJVhSpC8pQ9B7ee9doAN1Ae9/lvUvvzck8bv5IhO7ozTy9FxOENBOaFZERFZnddXbl2Wettdf61vdZJr+XO8JYVw+VyT1UrUny3lYKrj4yoRDJlhZWDS/5jQ5aLl0Gs4hobmAuU2dIXuX3Nv8rimjyyqk7aHM2+hi5moHzxSVWnCL5SoE7w32My5P80UufZdvhn0NNAyBSySJaBhNek316gA+Nv0SwBN+7E5RKHmgQwhmuJFdVRljGYI9DpkaMg7GXMbEIuzoQLZOm1OHG3kv3kJ+7lED6FK3zFyltuY0zY9cAAhdaX0IyBZJ1aFEsNLnEye0PkupYJzn8KzbYfLhMO2fkBSy5xoy6QP+Uhi6D/2c/A6Crqwu3exBJMRl833k6hoLkdZMWm4BlKzK5+R+5MnsFJ315LrTkGXlYYua1DeQKEQYGjnF1z9PUK6+jC3WyKzciJ5toDsXxShojF8fR3SITdyvM3t1ExuHhfY9WSKrrAFwRr/D3770KrdOJpMn8anSBu4tPkooNgVWjpWkMJIE6DzLraeZE06V0r9cIlUT0ugdH4lq2OGwIgoGRa0MxG0I7E5kp9MoqHtcctr6rqd/8l7xy3fW4KgIOUUOTJDrbJ3CKZbLVXrrsp5nc/D2mwyeYqpnM1Cw0bZ3HNnyTUlOcc2YXvdYczppM1Z5jx8T7WHVnqYgFPJEt3NP5Odb6P0Ux/Eks0Q5KIyHRSwO4d9Z56bIreejWAcKtBxAlA8/FaymVn0C9eBFLsLibh9gxcZ6x4tPU9W4sM49ccYIo4e0q0+3rJPe9GXInVkmLJVQTdGeaTn+Rad0gSgc6Fk6hA6FSxFFoSNL61DIJXxDDZiOhNOHUK+wyj+JKbuK8e4j+1SWe2fV+it4hTGyUB1qpmBUUBCpth9DQMEULRXIyX38HPq8f1VFAtTT8lTZaK2fpEMIAOO1/T1XSQVCYDpT5i9gvWBDamClehV22U6qM8VpsludOTbwN3vH/CxrS/5UmCALe66+nfOQoejaLXqyzmjTAUsFSqcZ6SV08wLEnHmRme55f+k4jIfIV95/RlBigVzDRZS+CME9Vm8Qae40m0SIvmDzzq/Mk31jFuSnM8N4eXJ4k15qzRHWB3x75a17ruoTNE8f5rt2DK1Uj97SIp7hMwO8kJhbwuN1Ed/VydciHJkm8vmkL7s4UGddmJNNCK0tYhXmg4Yxia3Gw4OrB30P1LQAGlilyoXoWBOi2Fbjq4he4w3oZbepF0ukKWryCfSCM2z/MUtwi5Ta44G5siejiKi89eJSnRbiynGbPO66kbXWNmjCKZRZ4Y8cellu7ObZ7FxZ1ukw3rdddxO6KIGAjr+SZXOylvbaKOHsNryx1UK12cTalMFrYxDdKezjta8Bog8WLvLz8GxztGCIZ95KUNtJcbjj+i6UP01GNsexN4mOYq3PrJPt1DnWKWI6G8pwhyXTUI4yZXloRSVPn1ZXnqRlrhDZvocndjdyxCymdx1OdJs1uLMtB58rrzF79AY607cBT7GU9eII5/wpb5zaTrIs4sUHTOCU1i2Neou3sZ6jak/QlNGpCnQXfacQTvyJUAATIy/bGvnrkU6w8/E8AiKIDocvAIwmoWCzu+grN+X6cph1NeoXWkIeTm3pJS5sYP7eV8jMSYsgi+wclLg79iN3qduJqM+G2C4gC1BwO1veEwAZdQ+N8992dHBnbRFHJk6+neN9MlkgxxVf2uPh5pMYtFx+lWchTVxvN6F4lgtFRZ6pX4dxGD7aAjf1n8giCjqXbkfUS2xzgduS4qKh8erRI6cw9dL32bQrxIOUNbuyb38M5dxYLi2jWTcW/gNuTJnOmi5IloesiZ6vXULfmeGHkWTZc+EeaHT/mDWGSpG8db7ab8xWRnoSOYNmoDJ6g4EgTmN3JMcccO4ubeZfaTaDSjr06jltLIindAJimj4vW5eiWAwc9WPuXMQsu3Eu30798DVPzF7BZOlEly5b0m7Sd6UGzlmnLC2xIPIe7JDKrbCd8/jPUSgUuDDYCumXKGIZMiycPAoyLOaZsBgNVhWBe4uCeIKroxm9UONY9ApaFv1LgS6k/I5BtIWPaqAh11to97El1MDmwGUlXObb0cwC87TmGR1+jVFvGpzcmpSvrsPHqO9C9ATAtLKpYthpRKwBGnNW4iG6uU/fY+MD6q0zRgbPyVdLVGK32AcYn7wDLYFqOvi3+8b91cADwXn89GAallw+Qe/Qiat0DCIiinZJs8PxP/5QXN67zemsOm7+Bu+9zjbJ0+Al6ApfwYSPLv/b0AAZZfwvNboE/2uLi07tc7L/azV2OC/xEOseV4hlGxHVWW/6anHcnofh9XP/KoyRjDe5/xbJR5BfIoT7WxQy9vb0IgsC2WgVHTeX41s20dF7PeEkBYCkfoa+6Qr1So7u7G1MziZpRLhn5JAH9CgAE0eRw9DnCusEKdbQbv4JuD3CzcIhDry2CBfYeHx2f+1ueryoI9joTfjuBuonzgWn+/kQCrwUfPvcY3htvoniiRsWapqZImA4Ry62QDwRwFQfYseunqLqDth/W8KgWpjZPILOXXEmjuLoVx/wN9Itxvuhd5m/XfpOsnOd7I43m7YbKK3xbtPMB43HsQ/twtHkYqK4xTwsTyQtEq26mPXYsq46vdx/evjKWIDAzYmAzJWo2gU/XtmBhkUXjhPUdcrqOKLq55ON3ERC96L2XI5jQlX2aqrMFm1bk/NhHWTYuhWoIuzfN4c6H6FHb2BS7jFW5hoGB5KyxL7ODP1/5BAXHMrmRL7DxtV9wxXgeSzA5dNUecn4/b1zWT7y1BUe1ypzRTM/Ka2BZBBYHcb45RtGAlGsew5XkgJRGvbGFluopznRvZXrDLsKJONc//jKDT0gUf24nVujE3v0GK5f8Nf5aP/5ADIdaZa6/j9mRbgZmS6CL3LbtLH//oY8Ra3cxXThBm9DGP57W2ZTVuGdbmKOt2zg69DvoSPhszXjqdu5xCXxB+DpPKu/gj42/prtax7IkOlZepSfxGP7gKrKoI5kGX7/nq1TUNf7psveiKzci24ro3gzrYpYuAhjbz1LXnOzY2s2ZZpV6z4uItjLnjevoC5V5b0ij9Mk5AjuPMLqzgapRhREMBFonW5Gjp7GVTZ7b8E9UbFWE9AAO7AwiUQmeYtfk9zAiGoLNjii4qEoqpZrEJq0DSa6Do8JRczuR1Bm2xG7D0hx4snMkLR+RxDg5mwqim1xghYFZha1mACSdc+4LzO/5PaYTvWBBSahQTnWAfwHREpgiTVB7A0t0c2jHGK/0f5pAMYhiaMT9TdgMnb/91V/Q1rKEP7WLhYqBIMTIhfO0ON6k7NmGPz+BVWxoLQyELsdmq0BqjvZ6Aw0Ysau8diqD7g0hl0skjRMEilXaVQ/1hfOo9X6wVEphnS4hwVPyb6LqJTSziubq5ANWmLwrTG1Hz9viG//bBwfHxjFsbW1kH3yS1QsPUxNUZNnP0J6rMIxlqgtDFMNFbq+0855oBiliJ35kmp3B7Txi1UhLMoc0iWen4QxH+GmPh+MtNn576Zd8avleLEzu6fkQ79z2HXZfej8FRyfhzL8g1Z4kMtDPdPq7LG//O3pr53jjJieWIqOKOnVDo1wuU33tIFunLnJ+aAPJxKUUfI0a5Fo5zDZ9mpmjx+jq6gJgTBxDFESyyiS1fCObCNirXG+LUBcE5oauQR57JzdIJ4lfWAcBlE4vU6njXLApDAp15puCbMyZTEp+Lgoi76ykGblkCMnlRE1G2Rnajad7iI3zy/Sn13GXVfqH38DmSXDPuY+wHuxj2/wcYJLy+FiedWMEV/FoW9l7+V6uVDdQsdX4w+5vs+gJESzmiM5N8KFf2VjKxJiSChRCOTYZc0xJXdSrFUYDGkvOViqpw9g699LvsyNaFkvtdbx1CVcgy5b4tWhyhe8KZ7CWg5hmis2XXUPE1oJP9lOVFdZ7HShpEwQBzeZBpobpXSTTfJJ/jbxByl3hk7G7kORuArUTTDtnuK60k3dVLmfKsci32n+COalhGSLZaJQrq9uRBRsHrt6P+M5rSbU007oew777Exzc82e4MhsIT/wuJbHMm6qGo6Uxq9IZ3E2i8iKyzSShRJAtkd6agb9qMj3m4sTQncyeu4rj58fQbDlc/a9gn3TQOzdPormZYrUJczVKbBmOyrdScbbQqfeyWF5GNaq01nz8z4d/xcCaxleGPsGDxRx1SrR5xwBYjSzSUkxwMbOVdmGZ9kv/CUXP0qa/TGDkLIJg0XExgSkIPHfFVTz7kQ9yd3gvG7ODAKxftkhZqBIZepGVdBtNbpm6NsYmh8T2nU8R3vAkxXIv22lls5JFjUhIukkiqCIbAjlfFMk06c5WCY0+i1W10ezN8Ozod4iZVXRMQt4siucVSmI/to7jVBxVHHIYw1gnlq0zZvXgbVlHEkwmA0MM9x7AoU4iIHC0zc1jUi9idieWmefoln2sbfkUrmu+wLC8EbekM+MaZ7F0G5WCB9FwYHfOUYuPIvrXaZIk7JLKzSfuQ9JLTHZ8kC/97B842d+EiEVbLsWOyTfpcTVKTc70ZpI1G5FYDFstwLjcjV13knXPUhYtFB0eW3yc5cUojrV5FBTicppp5Txl9wKWzYZcSOJcK3HTyWUEScHyuTGMxrN+o+M4rwq7uba0k6P1RrVgcfMaDiRuLNv5fev/LxP6a7dEIsF9992HuO0S1DPHmMxPYJpJQh0tVLbVARONNj632Mp7N9+NIEBWPkMQB25HB7+0GoMssVoLx2QnhvMWvjugcHvsKDvnTzKrBrhq6QI/+Od/5BP3/4KhqTi7nz1G36lGg3mtXMWz6QKV8Hnstx1hUO+nqDRq7ZPjk3zv599j/ZmH2T5+jpSrGf11mevDVyC3tiLUPASEMm9OPYfNZaMsl4nUIlQqCwjCGrnZK9FVL1slH+++9fvAW3rFG+/EicpwMY8RcmBJBt8/+y8EDJPugSjJQJDRvM4sJtsRueLiAfzvehe5xUP47B30ebdwh34bI5YPGRFVuhxf+zHMpIup7ACv9UdwahqWKKMZU5QSWxF7j+HJOTjzZhlFE/lO34tkbFkcRplAOo4/1vibd71iY7f2KCuKjVYhS8ZsiBtF1BwIApPJCQRRomB8hPeld3NJ9f3cbO1m1GMiaz6mBh5lo/YoFQwEwcNwaxfpyXU8tgD1aorkfhsLnbdgGioZXxGHL0vavcgbRiu5Lpmm2iV0FAZBsFHV1nnNex6P7iWrxPnr9u8xLhZwHRJJRAR6lH5Wqwq3aTuRBImVN9PookRrPEbT2hobwxZtZz5L3RXnjYKJ0zZJqvkUuuolPXke8ehPeVXfg4ROi2+a9JjK9EdaODN6IyhwPPgm9uMihcVWdHec0Ox1dMaXQRCoVP2UtBbuk5p5WLiLXdYb7F75PgExy3ThOLIoUayt8P4D64ysJ2kZz2GZaaKePsq+Rf7HU19m64Vxko4IiUPvw90yxdCWL1K6JoU2ZiKlBFrHG1KvF/bt4d0TI3iR+PNSEzVLYSr+Kj09p1mryei6g9bgKG8eOUJv12ks1cZCzomFztNnr+HJ5D6+Lv0x0a/KzK3ItGVsLDbbaUsb+HufJuxeREemw1KIO1Oc3PinTCgLdJlBml9fJBsYZD1Spse8iKGMATrVYgRHtYK9M0XKCrNzfpJixyR27RgAO5bvxBxvoSQsYjkjxEYv4RO5YUqKRfXg1whkz1Eshqm+5MCwlSjZirypbqe8piII0OTPgKDir9pY9a7Tm3fwD+//GIcGuzAR6UvE+dixx6gNgqQGOGfkMalTdbbTkXbilxtDtfGRMeZaBfriFtv8H0Y7ZWFkFwBYF3Os2MvIag0ssJWqaIYNNu3GsiwyV9SoiXUQnWymjKv2cYKIlAtzyF4DVzXPBccq01MvMPP4E2+Lf/xvHRySU6tUL6SoFTrA1MnmPQCcaX+TLy38mLrNTkWMkVsV2LjnTro7/ieV4GFkUeHeWoyS5MAROAyWjSuFy3mt8w76SyafnPwxB9ouo2m6C2X6Mp7Y8j7szpt47ykbl1Y7+fgxD7JhI3T5GTDBM38lef8xouWLxKUCotWoxefWs+hnLzK0PM5np2psrrfQXvZj7+8nUG3culppiQvpC6TsKaysxUqsgbyqxoYoZTvpcGr0BftxyS7GM+PQczmGq5VuPMxaq3z453t4nSp3OH284toJgkhbtsImu8yRa5p59bJhlJ07OP7kzwk6vBiWwdP6r4hLBS6vD3I3Ptrn3kctOwzA0a5xTveLDK2nsMw8Vr2LrcIEpZYSvtUAx30qL7Zegin6UGUPoVqOlnWRtaiIXQdhvBdFbQSL8JkVnJqOcqiBGpsLulmRlrEZV/Ph5EfpVzdQYB5Rd6PbSsjeV7AvD2OaGZL+DRROZeDpBURBoqwvITR3kQsM0bPwDA+jknVXsZl2rPaDFMPvJ9l7C2u1FAIW+UqWp4Kvcbb3V8xHHyfqixBOqijLIuUNTZxLvky+2ULX7Nyo7yYcbMLCIpjOoB8+jvRMH5akMdnxJKZpR/QnwDePkZP5ZPFpjrOTOnbebT3JJ0pPcHfhMd6hnqI1sMQbrc+ydUHH1CzKtoaj0YZklL1+HPYiIHLacnKm5SOYlsQV+RfJv0/i2s2fZr08g25qRKK3su3Cl/nw06fxJh04JCcRKURdOIFjVeLVLbsouj0s5q9Bf3kD+piKvWZQa80hnxeZHPo0kiAxEs/htGRebStyzIJ5ow+/a5FI8zyryxvp1ZspzsUZG3Xh9mcYXMvRW5kn455hMLWL61MJ+mcKPHnjXpJ+jWjKSSwg0Zmos8f7GIbDRBAM3LkACAKBdYG0XsSNg225DgrRIVKZMBtsp8HWD4holpO54En67JMsFEcon+xDHROp3DAKWCjFe6gSASxa+wt8dK6OLug8ecUjjPuX2fzKHIJlkmySsUSDuP80Z+pdPCTcAIaM03uOqqhx8YqrkHvylOw23ty0jWtOHcNe89OXjhFdX0IdEXFlR3g6dBCfNk7Z0855Xwlz/hQ18RS3mAOsNQlsWLD4zaxK83yBjJjEtIHTcNBpNKHb7UTNAD7ZjWnGsTk2khaLTJ49jm7GqbvgdeF2nvG1caetgFZfxdWqksmGMUYEamaFFqHrbfGP/62DQ24tQbn1GAvNduoRG3XThoCd5315RtddSIKEZSSx5baxdvwHnHrAjR5roYTFfQ4ZyTPOreFlAB4U3oFhmvzdmRl+2HoLlZY7yF+yEVU22LgiEqplaHM/hc1UWOz9CPvrwwyEUqQWg4hnr0RIbKRvaIZ1OYnDpoAINvcxnGWNrshm7l7QyDlFzKKG0jeMbT1GzAzQU13j+NJR0o40mqpxcvxZaqUQCVTWVBeKM0G9mmMkNMLF1HnILlDufg8SDp60P8kqOn/Z8U7OFH6HR3JXAdCZiRE1QTINvrf/Ru44PcvyqRotjhaWjXXijiChVJ6/2NnP65ES3tguRld/E8k1Qco7z1rfID2JDCCgyjbSsTjXuT1YFhyp27HbAtj1BmqpuzJFuADpbRLrt4t4lT5ay1l0S2TfP/yQZl8Qa/Iisq4xPjTGSx0TBOR/5JTnu7x/8E9Yb/0+7tRmJsNp1o7aKIlVEL1MNbXjMJtx1f2ARSp6lrVz76FiafSsHOR3j95P3ioQyRVJRPtBVChIUdbtKkFJQNBL2CsWtaZzpFtPMq7OcPUZE12G8iUSMx1eUvnHGVdNmsQg7+jdz50fuJNMc4Soez9i3cbqtn8gv7CXSu/TlLe+jiia7Mgs8j0+SoowJhIHKx/gResX/K30B5xkkFtKh7DlILjmIDfayjkxirHspBQ5TsDzAaKOBi3GY51j1F076ckscN/p22me/E2srJeL26oslC7S7u5menAbAfVeTMNDm7MfAZGy+zQHPrCLXeMNKGssIKJvzSMlA1QvNcEGr3hFmlMXEVUv5BqyuIutCwDM1vvxurIsLm7BNEV2Gv3sZwOd5s8QDYvSWis3iG9yvvkNFMOBe72VkfgS5UAXW7N7qPn2Y4kCgWSdf67dhSCA3VHCKjeBZaEaQRZtOUzLxOq6DD0sszM3hdO2jiAoSKIPVSiQCD5KES/5mR6g3Pi/S8uYQh57ZRDdXMITcnFHfZKr4xov+ivsfPIkP7l2Py5Vx5cDQ27Q4UR1ld8oTLIkiOg5BZfSeKbt0f3syx1kqbMBfHjnS0+hSkEUo4pueMGjIebbOea9wLxjBVNP0RZ/hXLAj12eYU18CUuASN6i8pP76Fo2mBrwsWqmCVt+Rox2EKDfbGVHV5QWZxc2QeGYPEMl4QM0DG+IlL6VmDpOnzmLaenorgCCIOATGpDWDZ+8+W3xj/+tg0PMkyCjrvD1vh8ysclJnQyS4uHnU5/htxbfz7XtpwGBrNPG8w/9EGP2LB2ZW3iACmXLTmvoORwrHQiCRb7m5kvnimQMg1ysl60HXmHbixnaq2Xam75HZ9fvY7Y8xM7A/wLB4OroGjldZKaeo2QU6DzzMarZNiqWAY4a/qCXTbElpNbNdDbfwmSrzFdGG81ouXUQS1U5X+9nizbD4+cfIeN4S5c4W6C0vpl57xL+1gbH0vz4awzqMJE8y7M/uJxvrzbKWm5jiT/Y8B1k/Sns5ila2jM0FbNYlRjNmsT7DzzPPVEf88USltpM0N7CScccCCKe4jCapvPdsSKpwZ/hNDxsDB3FXQ9R9W9EdJkopp0aSfJLzZiFBO0OjY6YzlcOPE9zZQQsk5HFowBsuOkD2ParpIZsjKjLzIjt2Dt7GPzg3XhrdbrXV5nobaU342FOnqDLvIAgmHhbQ8ial4uOHOrc5VhmjvGmDezBjmLZKYoVdKqUWlpQymGOeyv8y+Zb2BMbZ8exs6QLS8R81yKaZTTBTtzqwNs6TtDewkCyiZiSRHbW2Sq8hysuwPlhAXdTBrmUpylxhHRdJ6GZGIeTvPjkn9Kx8aPInjYS4X8iGe+h1HEQtSfJplQD4/5i6QZKVhiv6UCwoKfqpq/iwFHL82jgatpIc1cpihQM0R2dZ+b4CIETdWqBZSTNR3dxGE0QONVzA0F1hSsKZ3hnLUogvofVzgd4LnyeJ3qeRkCgzbudjBSlLhq0u4cxPTq6nmXD9xb56NNHwLJIR0uE5Bh6KEd6vZdSKciMy4tlvIyt7kYVNFYdBj/wNuZlSqqLVKqLRHyAQD6Iz3QiCiqViIq0uokpzxY8gspc+Bw1+xqzRi+mIDAfVumodJCI7kQ2TIbjFc7lGxokPt86VS2CzzKZ7BDIGXbmdRV78xg0zTGmLbKqyICJLDdjmUnKUx3cX/g4SklA8CrMX7iCkukjujhJzpbDJtpZ3tBB3XwnhmBxz+ZW3KdtbCqpvL6zD7m+GyyoSlUiK3Y+qlT4zuSf4j+qIrZoSJKGXCuxPLiL+V4VT9WgdyVGMNm4j+s7NwGQqQuIpsSSP4FWuo+6M4wWaiEZauF4XaS93E6sNUR7zELRRZYGLyMmFvGbTo7JM7gtkQGjlcj+u+j2bqZu1rDqBzH0RhWjHnSTFssErRjDtgxaIEJaG2BgoIv41EXCXT14w/9evfLXZf+tg4MQkXggnKAuVClVusCqsts9hGD14fe3obVKdLhUdH0aYWEju5pDZGtJ7rU0tosat4p5lsNjGB6F1nieK5MyWjrK3lgrWnmEnoWn2XHoS7Q/dZrQAy78jzo5pI/j2fhTnN4VkhN38LTTRcgzg9MKMnmsQXTX0XmIvq41mhd7ce78BCmxyMvN65z1NuQARU+j2VyhgygZUkIGf8iPaLMoFZuprG9mIGTyZuYIliWweOJHbJl8npog8IctYTZUezGFIjcVasyvPYDHVuCm4ThlV4CeSoqc0RiCumbn5bx7pI8fGCfwu0KsihkyskYkp1F1DiFpGZaVDqYDCQzBZF91kC36u3F4KlQvMYlmC1hGAjU9xqT7EJd6voxNylHJbqDo6qElX6B5LUVVgdErP4tg2Im16mwy55g3mjl54Bd0jI7RkSnQtb5KoiVC36kl3nCOscmYZ7+sE8htQxdMnBcfpiTlEWQP53zdXI+HCcc8v4w8hWQ5qa28m4xosuzMs97bzM+Hr2NgYZKZ/lFMwcZA6X4AUj4JYfRBmrsV/AU7mYVLiBoCmw4kcdUsntwsIrvLDGuttK4XcagLjNd0HNi5MvtxgmIr1bM/o3QQiou7WXCG+eC5I0iBCmZFYVv1PGWhRl3QCOpuOpUOltQZirIHV13kJAPcIJ5nsb+Jby9+lPedOYB0vpEUZHqfpKd6NZPRLsoOH1+Y+Q5X5WR+EzvH5CQHPa8AEO/zcEEap8/Th+G4CpMCLc4uVpJ1Zk7+Hottn2B28P00FQ0y3XHklA9LELk4dTmnTt5CsB7hmUuLNCdWsQQLpRn+dkMUBNhkTTA9tReXlIOsStUoYdkb/64r81EuvfZmHpe7qckGhusMObtK3WnnzdYcF/3jrDT5aU+ncFt2elYbGTqOBC4tyKBkkLMXOGCFOV9eQ3E3UXJZDFtLnPH2Y/Mm8Y822Axq2Q7C629RxdttZGY6qZRXsSobscw8PfvjDLsqlIxriDvGSbpkDm3aw21PnaHsfS+2ukHnwhQZ+zTb1pJkX/4F4QmRC7oTJAg158jIZXaXdzDlj9Af0zm85ze57PiLOKp1Yk1h0BwsxUYZWuukdzFDXbJRDw8j6HW0UoKapHNJ4hLktuuZ6ItwbNdOTMnHYkuWi9IKObHCJdoGZCQe+8HXiDq6WavMYC4GqAl1BNHDro4t3O7cx8PlYYRqhXokim652bVjL6sTF+nZsv1t84//rYPDHTvfz+/HZX64VKGmBgkqrdSCAzyiHOGwskzM5UYT6mBVqcsDnJEf41eJk5QFkc+YPsKJj3JgaBSXTUKtSFhYTDpXGBq/h765L9ByOci3X4Pr5hsJbN2JV7Nz1SsSHX2HqFY7MC7ewKWzH2E60OAnEkw7MgbN4QX84hGinZ9G08tkr7VjzV4kbbOoCBbmW4ItzfZ2VmQJVdS4e+xu3D6dQr6ZSnKYE06LDyezWIUgulflENcC4DBNLi314ApV2OK4wLC3AS807RY5IUi/nqBYaQxUbYr2Y5omE4++QNju5bg0g9cqIVb34KjMk251UhXcPOTZxWnXBJfn9yLbRgg581T2GrSnGycU04igOl5B1+fZ67qfnNFLLNJJd02nKQarURuS4qa+2EdSshEQymhxG9M//BvSiR/Rmi/jK+bIiiE6/+aTrLqjiILFVV4ZZ3Irc+4s0toollXAuydPr+kjbDZx2PcqL/kPsaCrWNUAx50V1rUQW4UMj47s59VNuziwYz89K0foLTdoj9MeHY9cx7H3NdqVNrRMD4lsH1dMHCLnkjjbDQs1EUeHQse6hSkuktEt1jWTFq2Jc7ZzxCtZ/PMxMpEp/sf0E9hEnWzQSSB8FYt0IVgWNcHAVxPwKU2sigsIgsUh21F+GbqWdtI4ihY3zh9jLL3I3EiD4yrfdggBkem2YcLFHKMJL5uS+zgtavyrGWdJs/CZJvsHb+R7nU+giHY6lCqt9iYkQWZZt1H2tFNztiEg0Vkusyx3IBZ2kIj3gAAgEFG6ONItMEgDXbVQSPCx7jYuiS5RW2wMeXaGj2HUjiJbUwi1TtyJrUipJlLlIZ52tePSXGAWsUSdrrQLR3menGwn7fHTXE5TDEzRFxCpmeBXcthNO5vcMggw2HIau34SgNZyC7JgMhtow9F3hOjuwwjY0EyRvtVGEoMAupxmYC5E1ZogFIKWrX62xbsAic3G/8Knlnj42ptwqVX2HfkZefsrXHrkFL/z03GiZ0tc6Jb57MffzeN3fgPDFOloXSXrrDKXCVAW3XQnswjyMGc3/w4dZYF0zU6m5KOaktl53qQum8jhazEUFdPI4cjleL7tJc4Fz2KocGb31Sz29iLJNcbqT3JKnqfF9NJrtmApGu/82B+jSA5WK/OogohhJlFdFj2xZmbLaYbKMziSK1iygizXkSslDF2ne/P/Zk7+ddt/6+CQWn4VmydK0IqhixaBjj28Yh9HAlJiEbc/TNxygyBRklIkl1y81tlJhxJjBBtnOxzUbSKXlmYpCbCIQTT2NTriEwz85V+w88//ji1/9U3Gvvwthv72m3ilCPWrTUS7QHlGJxg9QF9mC5OFqwGoOl1YxRKzC5txvvFFLNnGS+nvMh6aorMosCl5gmWnirpcRIqE6ajBvZ4GncMwA7jds6iql5pU5Z/Wf8FwaZ5qLoASXKFJAMGyiGheTKsdy5tnvseBZQmcSW5k9q3BnAFrGbWaRBUttMUUL730EvVUENMTICkVCaoOdDlAjgfZkf82AGu5dQ76x2nXfRSyaVqUDFqLiMvZ+m+cOFKpyKrwVRKlEQp2nbLbg1edpC0J2UgIs1IhlerDU2mQrJXUKmPHYf5bDyKbFh41C8CUX2DMPsiiy09I8OOsRFGThyhKaVD8dG+Y5oO2IgWpxLqZpLtuca5WwytCk3OdkKBi2iU2CPCNGz9ExeniL378CFsO5nHUTGL+Ki3PXwG2GgO7zgMmpckogWyF1UgHIhITNYn50lHsOsT8a4iInKsbvF4rMJccId0+iKOWx55ZIywU+Ofg9YiCRmfPrZyWtqBQR7FkhvRWTEyWvSKaPcnopEhIkjhj9fFp9Uk+eO45ZjstvrGzjF6ysKQ6z44cJ+52sXF1jrh5C4KY4s+aNUqmxUXRYIOpMRJsZdq1RJYMQ4HtdLiHqZs1Rj9hsbDvNb53o5OtPoOR0IukhAjp9goL840M1O32INUDaIJAx2234LLsLOaTrM/m2COfplQK0xKdwh9Ng1XjXDCFZDhZNUaYcC7wwHOPES3s4aaVmyg7WhANmWqpB9Nax7DvBEFgz5mz1JwJKs469bSI5W3U/tuMEBICR9ssmmdnyBs6A6WG4NNO22FaB59BzfQhy17qZBhMX0Q2DWRLIJhKk5HWkSUbmz4SIdT8TfyFrUy6ErjEVbYnLrDQ3M4bez6Bu7zGtnPnODEsMB+Fv7trKy++74t8rmOEOx59hOKCG8U2TUbNcjhkQ7AsNhXv57GtSbzVJ2kPDKAbNlKz7dSLDyEITnKte1DdORRblUFvM+5KGVPQsGQdyTLJBRVKbglDVzhb2YCByWat0UiOsYqn7AMBCnIRw4wBBtM9VQJFN8dMiZ7yIlK5gFBTARvzZ04i2xSaOrqw3gKw/Lrt/zQ4CILwbkEQHhUE4RFBEN73tlz9v9jy8yJ6Mceh9DCOjj7O2lfpjmW5I3Wo8Xmqjw27l8GSMLU5/IVL2GA7yeVmEROL400DNOd0hLduzkkxx+gZg9lBD/1X3PbvriU3RxBa61SvsXAeFSmfS+C2v8B6zzmCmTEKVDFkoFJibvJ9tJsO7refZ2mPm+cmH8Fde4M7HpvCHl/FKFrY+wcoT0/wy4CLfSWThVdfpbWpMaSnu9doMgq82f4OxGYXklIlXW30H3qrjTrvgdw48WY7J5d2MJcfYNKIIqPTLU5jYRGXa6Sm1pk4+AY2KcQFewyHJVDJX0F0/TC2FpmdYgP1EZeiHOi+HAOLDXkZtyuOVY7g7tiLVxPRjTVY6eEJ38tMFaZYCzRKAx1LZxABQx8mefAIJcNFezmNatlo+szvU3FA+JxOwuXDnWmcZi7kU2y+ZC8XO8N441sBSCcELKvE/PZeJNFi0FPmRf9hJtPXsTW2H0t3M+gUuVlwM2hvlDIGhRqlzjDN1aPUbMvc8GqdaLqA7teQZ9MYk7cSCMYZ7jpL87k8JlBvey8j1R6mqh4cq43G8Hy0QV1QD1Z4xpSwel7EfNdL6IJI/0TjWnl7oxyYz7dQMyXqgo2rtRDNtghLxFFlhZi5REbbQnF9kB8Gb0I8oSMbJt++WaYqSbyWFkGAJzr8+OoGY4kYaaFKWP4i2YCDsehPSUoSV4R0orbGflxtfg2X5KPHM0bSWmdt5gVe9F9Gn1Ej1DxOj3IegMNWGE13Ypfs9Pf3oVcbk96WvYOI6aUkFXnkZ/9KPhHF5cwjqTXsPg3ZobO8eIa6ofJa/VYOizN4vUmmO15nznexgT6yiqTdayBYqO4WJNNg66mTuIpdKJqXuflrsb213nwpSocrhKv8Gk5DJi3lCenNrIg99IbmsCyR1cO/RdXbBlaJbMWBqFURM5PUTT9YVQZvmmJw5HcpPv0GAi7mQlPMWa3cmXwWUxB5fWwn5wYvoTO5CsIYp/qvZGy6xMYnfsLcw78ktx6nsORBcai43FleadIZzdXRppPccOBnRENbCQYygEkpE8BpE7F7P0hXdRO6UiLaNE1x7RyWYWDXRHzVEG7ThjdT49riQVqCCxT1AJs8/bQafgCOOOYonUuAAIlRk8YRTkQcDCAgcMJpJ6KlEAAlvYauC1ycmKBjw0Ye+epf8uS3v/b/sQ/8j+w/Ojn8EfAu4E7gD9+Wq/8Xmz60iX9MfZJ59/WsuWp06T52HHqJN9aLeCw7qUIIZbiCvdkDmCR9PjYULzLSNsuxYJl5n5edMzWqWqMmvFxZwV2DLV/4f71ZgiBQ+kBDdGT9VJBdh2WKuTIPbd7Ao5ueZ1FoZMbHXJeyQ4yQQOdXQgvXjDTxjuMpColhytYE6foSEhK2nhGqs9NgwV9k1il6n8XjySBYAn5phYueTuy9z5HUGhOaPY4cliDQr3Y1pEN7J9F0Bw/P3USq5GOWQfrlDEV7A51SEssINRNJexMx6GycpAoDOKsJBhcewh5y0OusELBitBQG6VnMc8pmcJXupy4W0ZbbqbT0E02lG5w4hSFWpaN4fE0YHa0IpkX3ohtdBNV1A5O/ehXRXWG0tsik1MlYR5W1FhmXCq92bMJXzmM3VSbKVQ4bryBHigTXNpPX10lYCwhykHVHIxNTA3NM2o8TyuZwx64g7lkg4Zxhh9bBMFWclsKpYcAmIhYe5+n3KBRcIUbnT7HmaiJXmuFiooXUWh+RjnP0LcyRaG5lKNTH9vIGZq0IQkVkPQx3jKTJOvPcUzM56DS43+jkXGEDtZ4+onNpJq12uoMr6ER4/PEDAFyyuQ9B8mMXncyby0iCgZ5w8WLkahbkKoOJRUqrTlwbNVJB2GvWeUx0kNCaOSHsYCyxSMhwsCSlcIir3KA/wBv+EjdJnbT7BWQ9RYfZAUPPUHmL7G2tPEUxMcu6K8L+dQfxgfvo12YBOFvZDFgMbxilra0NrS7g0B3U1suEBQ+6rJIRc7idWSpVL5VYY7+7WqrUiiYHYr/kjngSSxPo6j7DuBIjJNkQLYNLzVNUAw2J3WSwldZcmlKrn3DSiT8ToKBGWDp/PaZNJVVpY7+3ioXOy1sdxP2NobZ44FJUu4hj2YOuBpjqbGgdVOtOlNIqwVQ7hrFMsEVBCoNN6iK83My6Z4GI4yJP2y/hXcUDNOfrvDHk5PP/47Pcd8O7SMllQulVrGgz13/+j7n9j76IoWsUlhunaEc4w2zAzeVpUPe8g7NXvIc+72YyvlfxeFPUxGFatC2IgoeydxZVUrlceJNrlNON70eV6FXb+JR5kr8Wvs114gmK1QiCYCJWTOxiQ8Y3YysilAxWxQStWpaoyyLnV+hSIxiWxYKew2HWsQBbPoPP7SIj2YkObyC5tEC4s/vX5BH/vf1HweHnwE/fej3wtlz9v9gWn/4G77RdpOgQ2VptI9e0Sqqti40LNQJCiERNRsy10uvZgmbzo+lTeHMR1pUKz3fUcOkWI8slDFqIIrBehukRH527rv5317Esk6npv6EQnkc/P8J4335KToHW1w0+Nv4tJnu2M2NfRLIkluVmdlsyufoZPsNDjD9wjuratdTMSUSbi1ytkUEvWmBXDTqyPloNg6AjgVn1Itf9qKLG+TaNo4+HeezJj1CruwgHVrjivIt3zvRRMhYZilzk/ulbSRkhImqJefrZYMsw524c4w1nidd8h5HWg6T8El7TQSBWZtOFbyOFVI5EJgnawKUvkQp3cdXRF3AljtGJHdvrv4HzwmX4nG3ozkbZS7e8tDuL7Lvl46z7/bQWNSTrElYjEqYSYNwnkfSabLLmWXI1EYu9gSHYsQBzxIdks2gprTFZFVhduw+b7kKqDJMoZMGqUG6N4qiBVG4h1nQa+2oYZ9cwT+6K8nr/eca9TyMhslvrxiv4OdvRQaQ0h1FbpDtocHLzx/BWIef2kKNKvRxHGL8GxzkBu1pndnADLTYBv1kh1/InfOeuP2al3U22NMqvHAKWJbLLeZZEJcKvZm/npb4RpLLJdKmdwcAcsViIcrlMW1sbN7zrI+RMHUEQEG0OdGWdfG0zIibv3/TPXPH0eeLhIL3DSd6RN9jQtIG+msb91vUARKtHWRHKVDFIWi4S1ssEDGj2/zGy7KdSnuZmqxebS+WkeoSiVWUpc4F5aQcAW+sXMLwx2rIl/LUqSVcTINA/0Es0+tZkfT2AkBZpb2lv7GEB/L2tgMhqJYJlgitawRFRKWgZJi8+RMhboCKKmIZMIN+D073Gm7LFavgwfrOJgtNP1S0z1dONuxLHVu/Gir6GqnrAcKAX3GyQ03Snbbw+ss7FphiSsIZb3YQt5WBDZpGaXUeWAoiCmzomvmSIijmJy+7A2GSxdnYT4088h2j50Ifv40w1yqmmASTBYm/sDHmPxIcWVMpuJ4Ykcsn0Mg/ufCfXq26+9dAjaLLCmrefcsrJenMASxDYkDfoN8f4fDIMWpVY6wSyN4FuK7MW2oOmFNBtFab8U6xfdw/iB38KgLsqc1d5H+vRuzje91s82vHnVFQPff0XiJmNZPBkRWdX4io0dP68+x/ork/gHVjj0csmaV0OkDcsAoWG0JfpcCEATeiYNgfH0waHArs5If0nBwfLsr4NfAr4tGVZbxtt9n+ljat+RNnD/voY+fVJNuVPkdgk4atUUQwvBpC+eCenlQqL3h4sIw7VTt6zdohnWjq4aU3DhsmoIDNoiczbfWz//X9Pn2sYNc5f+F2Wl3+EFLgO6QUD3e7khcv2056CjmNz3HDyNBmhRsL0co0gIwsCba5HsGaLaKW91I0J9FAQ65Ym8lqjCTehN6CrgXyRl+XtuD158rlObHU/GdGN8UsXZ7Pv4nR4E9W8B2donu1LYyj+HmL6PEYKrJUGLfeq1E1NcDBiSzNtH8XftJEL1Tky0TRVezNFWaOnFKFz/h/xlio8O+jA8jcG1WyFdXJuPzd2/zYbgnsBGAnsod+/hTIqya5tSKKDqlimNSFyyHaScb9IW20NXYmw2LUF0dKpNs9TNiWcQh3VZ/HziaO0pMpMt0Fb6TzRwWGaUgnmNS8jchxp9XIEJObVs6AEaXeF2VlyQWYA3OvEop/mhb2DnOlRuDhyNz/Y/Jt8ZSBNm9jBqbYODMnDpvovARiSbWDvouySAUg0RbnhuecYndVwHLCh+2C1vYllYZV7m89hST5ikV5+eelH+Pvzn8A04WbbFGNWjY92Po5TKPPP3iv51fDVyHUVh1wjn2kE3T179mBZFmo6gYFJmxUhVo4x5R5kg38C78Mmck3jxfdt4SLdfCynMjSX5ffSVY7ZrmUHxxn2n6doKQgC/IN7iDlFwp24mnMrVdzuQfK5eXp8k1RzDmbLeaaif4du1XlT2cxwXke0HQcBcmqUQDFHxteATXZ3d9Pa2gpAkxrCUfLQ3tOGx5NhZPQElXUfWCYn2zdSTTvwRSuUyjLB4V1UtBzCxDSninY6y51g2njKP8N3+2NMKza6xUZZc3PyVR7ZeS2uSgwsL6c9CbZsfQ5EE+o2cqkurjjtIOfOs27GMD3HcGVHKK1djayLrAUUunJlbLID3UxQErKIgo1sdz92uwqTnQTGnVR9cxwu25BXR+h0lDll9vOhbIMEz1Mp0Tb9BtG6iNvU+OKP/heXTJ6ia+48k8NbOTmyneKim2lnP3a9Rrt2mMtSBpGal1rmVcJunayzUQaq27OogQlsismCd45np07wwqEGPLtJ9xCw+2nu2MXwHX/GZKJGR4eDaPQ0o/tGMbFw2wr04aNMmYytyNeidZ5/S9lySBugrGi0FxrlSStsZ8HTxSMxH/fXtvD3cwFO+7cSs9y/Np/4/2z/Uc9hANhqWVbp//D+FYIg9L8tq/lPtqa0wvvr+8gmz2K3KVxlnebipiiGJLNhegrZEllJLtO7tMakJwSALrh5PdBHXZK5a1lDlm3sF7P01yqsuZsI7Lr0336/puU4ffo3SCSeZqD/j8irOZbG5hAsAVq2cmBrK1tOC+xKv4hlGcyZHt5pL1AX4hw/H6QqbEHTJ6h4+6g29xH0BTBxUNFLuJQGtnlLNcSxnqswJQF1dRSHYQcEXo++kzeiG7nEXOTN3Fbs/jWanZsRZAehmRnOHVVwJfM4qYG/oT0Rrs6z8Uwn8VYbntHTDJ2rUo54CZhuNpw5iK210Sx+ZlTjDqoYusztC43J6Oe863yhJccEBhVnDEuucV5eJtXswO+oYxrr2NdHeap8ipwi0pQ9iVLLk/ddjieUxpLd+MtVMqLIA64iiekCTUV4crfIuGud7rFdBNdSlAQfkuynKbkLVa+SrS0SjWxCLrXgWImyEu/lcfstvLzVzcjMOB//yTfYd/xedFQe6e/l9isDvNjTzkh8HlO/iMN0Yc7tAUSa1holuGeuuY6a2498+pe4Z6B6mYHbVeY534usuRpb37s+zXi6n7og0Cvk8dgKKJJGNd7FDd4HGLUv8tPRm/mu6x1UdQeT2T4EUWR4eJjUcpaw7Cch5OgwQ1jJFsqyh9v0l2g9YZJr8tPmynKP5y66rQzKdJFz/tvRRS/XWk/T55/7twd33B5kR1VmRbySiVgFt3uA2LSAK7RA6nyA3r4sQnMj84wLRfYlDSo0Hum4HqW5kiHjCOAKBAkEAtjtdsLhMO1qK6IlUmx6gW3bnyLUtEI+toBVq1P1hSksu3FGVJwCpAyLQO8WKmUD30GRvnwfBUVlsCnDLef6eXkhiVfqw2lUMfQQXlcSR3UdQRDxxHbjdufw9jbQSZMTV9BbGsRd97IsLpLuPI1o2Rjr+DgPuG9mPaDgL8ho4SCgY5lFfO0h6pKTStXL4IAfe72JGWUF5Y2PEcz10bfi5iHPfq6onWYsk+XJcB1LFIhv282pTdvoXl3ljtceQjJNvnzTXXwj20x+yctZtjJYnsVXexoEMMspUltXkQRontuAYMrUHAlUqYYoqARqQV5depVMsfH9tgsRJJ+NSq7I/fffj2EYXHXVZgQBRkcEclToUly4JQHBsnFrsZ+qIPCKfQ3JFOmpt1LY3kqPukzM3swPlTt4InILF6R2+u1V9tlm+ZztTf7mXVt+/c6R/7is9G3g/x2jU/Wtz/5/3q7ct4c3Y88xUzxF2NGNTTDwpmBmWyeuwhptZgjNbmfszddYsvoBhYpcY6Ugslmx0V0wiMgiXXUffYU1LEFgMt7YGNXqKsdPvJd84QxjY9/G6erGox6j84Y6Uf8ah3s7+bv3/QWxkEA5MQTANjNEb62V1cppUp4+dH2Ck/5dOLvbQBCYNzNU/W7y9QQj5V5Uu0JX3I5hTmMZAubyJgR7GSyT9ZZWvPUy54NhHCGroYHb12iMOldnmUVkSWjjcmGGjM+PXa9hvNCHVTuFf9MFOLOFeM2Hpohs13qZtc+gl22shaBobaXJBVrRzbXlRp3/tWCFZXOFp6njqrYi6W48lpOarYrdlwMMtFIX+VLDUQ3MnKdt/RAuYxBrTEYU3Aj6Ine2R5nSVe6e0qnbbZRdAi9vsCi12wlnGtDYea0HV6aDleo0drmZbGUnpWob7YrIg50DPCy8j42xk1z7+kPk3AF2nTyHL/ZX/MaZB7h6rYjfVLk78T3yBuilfjKzu7F5EnRYEwimTiIYwWhqRxm5jborROUyg7bIHJrWQm+tG7FQxjhvImBS2BZgzLmKVPcRFV1YgFMb4vPyw3wu+yCnhREem7wRpy5RF0xsNhtnXzxC0BFlSlzHiR03Y9yw8iZbn1wi6waPIwOxAdKDDibMTgaCOX7UdSOR7Bot2gWcthphqaH50VJtZnz1E6g+J/GagqT0oZl1dE0hO+VD8S6ieBunPG8xxxVJHdG/ABa4m+cZc57GEkSk3oF/ey6i0Sjeug/dVmRF/TEu9xAPnXVi2RzETS9dao30eKNcqOxM8FjHM3xz5GFOb67gMfwEtSAe7ybOhP6SbtPDUmWIC4FeNubmWQ5t5Pfb3JRsKRzVSfbMvI+q4eAyGmAKEY35gS625kepufMk2xcw5Dpu3cEzkdvIB+oIpkR52IYkSLR5AqSES8ASaJm7g47ipZSoMjezFwSLgn+c3nwPsXYPFcvO9thLrDS3UejYRMEy8N64A3tAY+zcEqLLh3RGp6kQYFXsIy8E2cxpLvbsx96To3rsu8yF01gWiKlbccsB6vbGCV6WVbaHBsjb8wjXSFQVgzaaKDt1Hlx6mbW1Ne644w7a2kYbe/jMS+RVHQ9OTMtizjPBVbkkfxvTcGoOWqrt2JA5ZTNwaSVeDl+Fy1bhTuMon1j8EX+1x82AvkoZiePfffHX7hsb9+L/3Hosyzr7f3zTsqzjQM/bspr/ZCtP/jNxdR1JDJCXBzgv9nJz4U2Wrg3yws5BuswwZZeD5z6zGV22YTMUDH2V0LLE3nSFjGGxUwSb5MFJA71ycb1AuTzL8RN3Ua/H2bb1R7S23Mby8o8pWQp5PPRufhlaVhlMFTm6oZMzXdvRLZGPWI3TyVKmhKFNYbl2cCi0kzm/AQo8ljrKwV2byWspAkKEgi+Ad77EhqZTpCvNlPQ2XPI6siXTIpZIXdtL6pIhnnXvw7Ig1LJI3jVD3lFk/zmL5b41orYyCW+QlkKedOAs2kCaDafTePO9lHwBfIZCW76GbfBWgmsGU1GZHcV2VKdEOKNSTJ7CXq+R8vjoj8c5iI6JhWWZdFqN4/F82yAgogkKGyoqoqXTujxDQTrUQEbNr3E+eIFfRNaQLJkbVvbSeV5gabSJ0USEQAm+OvMtfIVGvyV8sRlZtLNWnkR0Xk6L92Vu8Nl5eZuTN1s3caX1Eh9L/hM9PSvs6TqBaAq0ZBy0qRe5tfQLvqn8Bt0bJ/mD1hpfGz1K7zXfp/3Sf6Rl3xr+apGU20XQpWMbupnqVV9GlDoRWsdRTIWSOYrjZAZLsNhYnUGLuDjZP4KMh3p6kLxnEsvw0KRXqW3wIAfh9fTlmE6Zvulpnrz7M2Qe/xWZwgTu8ZcoH/gbPnnwe3z++IOYmoXDgsxHBDAFruF1fmK/iXSwmVV3G5umXySRjSIIIPU/iIVFSy1ISutAzTdKYhfP+/C3nWFldQRTk7AHVJxWE4gWzbk0vdkybv8ylbIfjyfHsKsx35HTvJjVBoV6NBoFS2K59xEMs8LDOQ/emXYQJabkdpzJBbSSjYWih+hAAUkxuLtwE58qfgwtEAHL5E5XP0tCP8vhKI8m25l2d3Nj7iA/PfVHXOrfjt4RYGjiB+hyCSHbgs1ZxSEBFYOqS2JICHGpW8O0LOwjTVTH07Rr7USdFxrP7kITT904w4VbjqK0nmHUamYHUcq6yOG8QKeUpxa5SEQx6EhX2ZnO86R4CdumjiCYJsc2bOSqK6/inR/4HbKjLlx1neF0lvpMHtEuEeveDcBu56v0bLiG/MH7mW7diVsENd/G1R/ags1vgACCoBNtm+RDl98NwItLL1Jx6NhrTh5KvULZqPKhD32IjRs34nB0IAgSa2fWyNYbfYeYmGU5coq9+gVSwgjvPvV5Pjv7PgS7xOTSFGf9m0krTdzZc4BhWwkJk1ImjZJcQ5NFpmYm3xb/+B8FB8d/8Jnz172Q/wo7LvWjW2k8chjzqioPuq/EL6ikFwcoWzk6jEZ2tJhqUB2H/BWwSiiFKMmTMTK6iYPGQFo87MBrE7m4VmBm9muYZo0d2+8jGLyEYvEiudxRXi3amHPfTq4W5neFb/C+zDFeCF+HT6mjWDnsCBSlFFnNACRsyh66nXHOF8IEo1FMUWe8VaZQLyAJEploE81SHq9TJZRo1B33my8ie7KExTI7bCd5d+Yh9s89Si3exqmqypPWCvftexcbFy12GuvUFYWs20ekkCHpt/GRc6/RX9dZV8BQZHbpQ6yb05ySDmAzoKKPcUuwMbQ3kosz7hwnVC6QCITxKCZpLM67wMTkJeUcbtOOrIyhOO3USNOzWMJdXOWemy2+/J4SC6HzCPFejtmXubZc4YPxAa4q2xDrAubeEiude/jc4wZJPUdpSCJgpBmYHUU3NVYEAX/vswyHn+FLm+HeHgf9qTe5pvoMnpYq3sESWbcfSxDoTDiIuVZwdR9CyrVzpCTx87TCmdnd1PLtKK4U/iaNULlMzunCJg9j5JboUETOqGmanRpuKclSsA2zJqKEX2be6Wbj8iwX2vtQh5PolTCqLlO1S/zhhj/gHzZ/DCkiUVUV7t14Fa8P7SAydZqNE8doevWHDI5foC6KZEdv44cfaef1DQL65QZ6a52zninM9QAnuwf4bvu7ceoVRkWLR+ffA0AgaGIINbAcfFZ+GDHXOB2kVo8gSjrueitg4ZGbcSYvx+6tM5CJkaqvUXZLpLPtqJlObHkJu1ZnvSoT+8YxigdXaA019AZi3knEwJWcGJ8nUG8kLqroRarMYYgWr6g2PBL8vriB28KtdBkdaP4QLl2jOSlyk3uNg+1XstzWB0DWamOIKdSf3UxnyCScL7N1+gfUilGyig97sY5dM8AUKZoie10656oy7hu7qTY7+eMLNT4904JH1sm5iiQEgccKCn3FTVxW34hhqTznOMqGQJWovUxJqjIUe4F8ywWu3/0JDnlGiMds9CQWWIj2cfkVlyNINo54N5MIuuiZXWGlmOHFmsqF9k20lbJEbEnOPPcsL7ney2L0ShzhGTJ+L9FRP9lsFkEQ8HiyzEzv5cn7D9KsNZOsJql7vcQtN6Ikcpu+i56eHgBE0YbD0Ulx3U5KXQEgKRRQTXAIGubQTj73Z9ews30Epd2DuDDB0cBOhowZmo0iVrmEIAisjJ9HLmaRNDvagP1t8Y//UXA4JgjCJ/6PbwqC8DHgxNuymv9sKwwjoNDt3cgfrs9D0eL78nt5fMsV/HLXtVRsIj5Tocmq4kbl3s47ADBMP1fEXqZYbTSHDUMl6ZToCdo4vxInlXqJzs6P4vE06vHLyz9GEB28VjBZLK7xNeHPSekttG99kLjUSVBUiZSzCIgkqqepkQDRzaJDY0Sos1Tq4LB1GCwBWU+Sp6Hrq7aGqN1QwzQFPItRwKTNNkmTnkLC4sZDL3F1bTvBUjfHpq5hJR+kahp4vB5Uu0JHrZeZFheWINCVifPxxZcQBXiO26l4ZnGoOj1WM+vROTyrq2iKjU0DdxMJKBi6DV9Zx2w12ZJLkHb5WB1oNDNf9AhIgoyFhc/vRc0X8HcVscwsynoL289f5JNPerh+pZV8xzyK7uDa5X38XTJF1Wyle36SSsCGZyxD09AOHNYwHz7+eXZL/bxj6ru0OIaJVef5xU038cWdv8t1u3/Ac+0+WjMvcttLRykn3DibVNwtVbKFflSnn96EC2dzAcVZZSHTxomKzHI6CG/cxPSbnyL2ehhZMomY61TsfmaCYczUJIf9P+VBoyGVKYWKGIW3fnbNsUtcY9f8Rbxanvs791K2QdJ+B/ftvI6pcDd3GvfyAfdPAIjMxXhm737e++Xv8Lef+UNeuvIqnrttKwcu/Rgdw7cSU6pcv2RSvNXkdKKbN/zj1BKD7I28yVORfbwn9hyafydLxW4sC/oVE9ESsBB4v/QKshdCpkFHx0Gy2W7q62kUn0ZT/DKerTejeDWC5SSlwHkQoVqIUEr1U8g3E6nkWBkIYmv3kH9mHn7aaIAWi2FeLDjYPhfC8rhR5Dpm8BCSsUTZIaAk3ku95EL2naXgPsKKmAZRoqmuY+RqfLP3CrKtMovt/Sh1jcLYRjJ7vkobazwfOsaREegpTeJbTiC5SriKOqrXhb3WRNi9hiILvF6WeCL5DP96XZivb3LSVA1yldvBjZVt/A+nnT+Jf5AdtREmpRUkU+Cd2g4StYs8HJhCwGR7+1G6P/kH9F0yRsdao4l8S/ZV0k4n58o18ok41UQebdTJYsd1nNA9JLUiS2GF/oUclingj5wBltEGXkKWNfxN23nlyCsALLgWiI49h6P3MKViictXLmdPfA9u70ZEXeMDu95JUHdhqca/uR2Xqwe9FCavLnJCf4mMnKI7n6Rs2dnS24PS3IyeriO3u5m0oghY3N70BNlkK+XEOt5wM6mlRUSxia6sk64b354W8H8UHD4PfFQQhFcEQfjmW6+DwMeB331bVvOfbNqWZi7t/B1UTy8OcQjV7ufebdeR9vgo2p2cC3loEVoRBJkma4nB3nNYgkJV1tHsC2i5RSzLxMwsgABtToPJeAUED50dHwKgVk8Riz9BjDaqlsBL+k2sONs5NP0O5hObCFp1AHqqrVhYLCWTYJVZDqc41/kY3ZmGw62pCps1mcu1NQ73tWJZFs3mBqq7TTITvSwXdyHbkzwr7+DOWgNPX7AGOTN1BqviZdRhsXvPw7i1IKJe5MgVO0FSuBB249ZKRIpZTkojfGn4A2RMF5YIG8oBTMvkO9Fxdk5b6O52Nti8qMFxchmFkuUkWl/FP7dAT2KWw53buW3Ds4x1fweAXrOZXG2FbTuegN5GjVxXm7lx9mnqYhPbvXvZljqHI/cMnZPwRPJSes09pJd8vNp/C4XV7TS9aTI/+Dn8lQDVzufY+UYQp+xiSiwSj7QyVpzibye/xZdO/B2b4/fikSWk2RqCCKppR623knW34KpJbA4aJHN22gIp5msSo/XtuJQIMzaTJ4UIpinS6jyHJYo87ZkjXTvCt1sO01q0kJcE0i1OxGwdu1UlIFTpxmBODvN54yvk8fPPt/g5tGWItkqML2a+xDuthzkk3oZXUKmnLZRDCYKqyYubtvPVd3+Meze9k1/0hEnbRa6d66fwAZ26aedi3YsuOUg7Wzii78MQZT659iDBxGl6axpKNYJNgkv2PMHIyKtMtIe5su80twUvYnNnKFoCuVgeR6BOJT3IzxxbsDwilloi0vIyAEaql2BrhkIhSpu2wnhNJfjRjbR8fjvSjgROZ4FYpp03LxwiGlewPF5mIqcoh1/AU/GQ93VSdTZjq+9FCeQo2E+zJmUQLajnG1oQF5fziIrMudEd9C/N8jsD17C44xK+07yFR9ocxK6u4ro+xJp8VWNvRKJYoojPcNHaOotYlbC7N/HLiV/ybCpHdqTGZ4e/xpSUZIfQwtWnvs6+7GWclub5dsu9rB3+G9Zrs3RY3dgNkVYhQcrsINjTSXZ9FXE1jRHx8juZB5CxeCSe5exLzyJgY937B8z13kpz8gTF/gOYosC7nvsp1ZQfT9sq6x1xtObTAJwpVnj9zdexsBjdHsUlWezpL/Mnv/cnNHc00V5pxxKqOOcu4g02kGBGsf5vfsfl6sXUW7GMJIG2DkpNF7hUvchhaRMXXz+Ctl4Gw+LhbJoVJcre7FGikRpaWsAyTTrHNqHXawhSC493PcbLKy+/Lf7xP4Kyxi3LuhT4K2DhrddfWZa117Ks2Nuymv9kC8TLRCWJhGBwdekc92+7mbok8+DZ/8Gjhz+DWF9luN6MIECzw8EzgVuoOUMYZgxd1RArGepzL6DNvojbEmiSU9QNCcvzYWy2RklqdfVXWFadXyRUNKUfu+SjrRqnNV7g0MTt9EoZBMNgwLYNVUpS1CRA5OhQkRVXHIcp0upIU8ht4Rers9zljfDU7n2U9BweoRk5BvWjYZL1fgq+Vb5pvhsfZdxiHk2wEZQEPlDfx6aZOIqi0uldQzYl4k3ttKytUXGO0lY6iWQZpFtshJZCqM4kjkyJfls/08oS4VQNfwV+2LWdN1yvUXenqcy7OCaPsKM+yc6eN/lc5JsN6c6OzQi2FEmhQK/RTLXmID15OQ+0fRAEBzXBZMA7x96OCxTPvgoTeyha0+j6LEuZPmbWmjm7+bdRvNex9sZv4VId1IRn2XvsizBeJuDehmVZHLpEQ7B0/vHCN+hOLnNr8RCS/SYsU8V8i89Nq7lQRIt2f5Twhixem8Vk1mLetYgGbM4Og6gwK+u0lIfIZtrY6G5MPOtBG8c2rVOURH7rUY3x1WHOFkaR0ypNQprNmS3UBYv99WcZsU9zW+wkliRy44ky3xy/h/6m8yyvjLFrfI5OMU+tLiFWdPL5Bv2zaOokgh0sbgxw01Ue/vW6u/nx0If4M/PLvBL9DOnOf+X7u3dzyrWNLm0Wq2yyv/4ie4pJnOkNmJpMpdKBz59EH8jygZYfsm/P9zC1MMM9W9ALEh6Hhwc9b1Jq9lFxNKHVLMqeMpqmYBYHsZxJVNXFoC1GzRKYKhWRWxyshX+E11miVHXTnbBhSiLHmsY55lihSe/GVfZS8gSwd/XSFn0XhiZgGCYxJY/flJl2uPntHQ7uyqdQxSD9S8e4/pX7eOCvvsrdT9/NpJygu9LJUOZ38H7kEWyVhuKZ4WrgX4LN0wQCcWLr/Xxw7MMsFhbpnn+WxfN/StYoUa7bOFzSqdqSnFEOctw2x+YLBq91eTiy9hgH1n6BZ/IkpYUiD6W38OLDD/DEv9yDhcDqyChurcqm3BSPJrKcPvAG7shHKNR8bHTMMrz4E1YznbirFaKFPLlkKy5PFsVewuVbJaULPDn5Ok7DSagpxF29LXglkCugP7rG/vlBnu94Dm+liGAaVMyGIJhR+N/BwSm3oYsBLGpIWgDVqRIVMpySR1mdtFNfKVLE4lsXYzTXEmwqnEe3t+LSa9jsDoLhhgiWbBaoDjn54x1/8Lb4x/9LbiXLsg5YlnXPW6+3J0T9F9mWoR0IApwNr/PkliuxaQafevwBhvILbBNm6Uwt0mL5qFsyDi/kfE2UJCeWmccstRDNTFJaO46l5vHm87S5XgUgx00AmGaN1dWfU5TaWKrm6I1cRUIJE11eoVYXSJp1eqUsoWIapzPKsnoEVUij4GHF+3WMpU+i29KMiGUWil08VR2lkohiyjYKWg6v4kN/zE5zQQXLwVxZZkWN8ITtUj5r/Iye6EluUvuRaiU8iwdAF5BbzyHVmrAEkZLdS83uJa6fRxMtYoVOXMUiUt3Ak1nDr4R5PXiKW0/2YyJwtGWIaNd9AFRW3Jx3dNJDHL0eIVJxcEv9CU4Ju/ju4p8zL6QJWz726aPIxZtx5vbgCrRjWAlOV3uZnb+WanUjqnEeye3FozipmUs4SvfSM/8v/NJTwTv2PAO3/DEXeorkhlXE89fS7Aiwbq0z63fRyQoVPcSy0kqbkGGoqrJmOjBUmYwZQqRBy7DTFaR5W4Zk3IGkaEzXJERLwJ3vbTR3jQIOp5vZfJA+qVEHrm1ycD4q06yZxEKd/Mx4J+tSN6gmEZtFq9rMrHuZ4LY1bEsCG575Z57+x3vZOVukMlhAqyu8Wr8Z2TTZho5pCciCxo1LT9GZe566rBAY/wkdp85w++wsiqPM07yDmL0dtGV2LTzMu5/6GZ8+9AK/U/we9zquZas4x/XVMziLPYg2HV27iaNH3sWFN68nfuI95OYupSPZgaPuwDJFfFInzzansFx2HFYDVZYRHZSLTdz8kQ1kso1a9TX9uwB4ZfFp1mOPUDGmaa12oRgOOvMhDu0uMuufZa/NxhWuG3BpJWqKEy0UprV3E9kpP5YicqbJyUObLuWXd3yKSb/E78Xh4M4eitxDPmCH1Hk+Er+L87LAUPxmvlTr5r5fvkClkgMg7k8iWCK2nhNYJszFN7PLswuv5WfR/Bm6UeMbxh8TjJ4jUS/z5OTPOZ1fA0NHQmaqq47k3o/svgXL24Fft0EqwZn7fkJy4jyO7gF+03UFL4nb+cDao8TrOovNd2KZbi7xSKx0jtO0L8uRsa3sSp8me0kf6fnGd7Q6YtLmUlmq2/i4/eMICOy/cj+ZzCFCyZvofO3PqF5M03HNGL+885dcN9rQWEi+3Eg2zNL/Dg7leJm61NibK5U0oWIV0xLI14OUnC2oc3H+Va5TNkT2pw6CAmvpAEq1ROfYJuZfadCerPoX+EpZwP36t37drhH4b068Vyrn+WZznAe3b8StmvzGAR2PeRsHsn/AI7k/Z0KpISCgmUEGCuv84U/+iTNvNetMPUAlEkJJLyIEe/GUVumPvIosmkynGl9rPP409XqKH5cbOGSb73LsRo2p5TAph8I22wqS4aJf7sMydZYTKSyzQKvgQAs6iIoFVGecnnwE05J4ybWFwqkzCJZJTsnhkf2s24ax9MYpZUUIEwqWCYl5JEzes6LiMrqpjT/BwUgfygy4XPPUlTSCIVFs8uOpVtg0dY5l9zJa2YEhmyixebrcDXhtXj7P2EKJlUAP220n8NjzGHWRclHidV8j01OrFu2d7+B228M4SiViA17OO2Ks2it0GGH211z8/akqtwXu4q7u32ZU+hRJexVTX8SUHOj1Ire0vIGAQskUeaPZQbf3DGfF+8mgIQ82MeHtoWwvEbJHeSV8mljVYIBJsnqEy+snMSyBvuIkrfYQVa+bcXEMxV5FNG34wpPYnDrpN5vxO2BaFek2ApQqDqKywLaAH4dscL5iw2bWCFlplhKXMO3W6a84KNl2sF05SkwKA9BJgapUYzEwSdiXIX1W5spTVWbyj+MbegaCGc6tjHKwdxTRlLn65FO4RRO3rcKs3s2WYgwEkXp0Eq//Z1w1/gB/Lv8+v7v6fUazL+BJ/y/effYpepYnadJ10ks9nO7spW5JBJsmcac2Yukyfu9DgEVWbSM7ex27ZhdpnXmTI5MN5NxXh64kFf1zBNNkoNSAUGqahUAfvtY18vkWFEXm2g1Xo6BzPDXDzMzXcaqDNJuNflnGaWc2mGIsu4G7IlWa5DISJpbNxZopsOT283PHR/kd8Xs8M3o5Sa+XK994hh/PL/OBcyXalCD7OvaxcI2B7GxCLT2BoYV5VmslZ7k4oq2D6CBX89FjT9HeGsQbXCSUNtA0B8cOneA9iWtxWV6+d9sP2PrB7dTG7sU0GqUrt68VUTMQW7bRaXwS0zmC5m7FJb+TS1vfzZ2b/pDL3v8pWnZeyvt+73/StOrmYHA7e9YS2DSTZ3b5eXGfj2/vc/DQ8B4+fcn3SAbDDKop3FvraAkLVXVzhXwIn2RimEPEF+LIssxQRweeg/uInHovmiuB6zdd+K7uojfYR/vVDb2H4mpjnVqy+m9+Z+V0DMvM0ezoJum7wNbSHGeFPjypFKpL5cjFJI/qNTbWZojUUzjCNYqpILV8jvb+DcRyWUCkuaazZfEE+Dt+/c6R/+bB4cH6FPdvHSCSr3LP179MVnyBpy/TGHc6Oe+2iAcOYGASMIIgimxenqXHSgAyqmSRa56j4oxQzK0SGl7BJtXpDzu4uFbAsiwWl/6VNGHGSyV8zi6OlQQ2ro+j6yJ+dMDiMrmJXmUMPXWOSt0NCGzy2FAUkXYpjypXcWsSQSXHlK0fNZukiTSnhh2IgoggDaGKbVgYuBxF9gUnuLJ+jq87Psis9XlKZhxt8XU6FxbQ1wTskTq7L7uXLduewRIsrpt9g09vTLPdnkS2RORCEVulRr3DT04q0rFkw1daoeof4uZNRym6BUrrLkx3nQvKDDErSG91mab0LLJQo3d6mrpd4kD/EH+5QeMPd2vs3+/mIfuTrAz9gIS6zKC3AycmWuco0atKGMg8vT5Ct2BimknadB+ezhTPedzI/qvZknqeWm0jzfYmREHkmPcCvbOv0G/NUJKbGTTWedR+BXeqr1EdyeFo9jPFCIqtxlBQJdv9LNlEM2rMjVsWWayLdMoWGiJ+xWKbqCMKELNs1OcE2o1V4gEfcZtIa0ZHo41QJg85HUnUCYkVckqGmq1IsW6ndhEkE7SmVlpHXqCa6eZsop3u8ikuq9W44p//gV09Tuq6ndlKB9lUY5iwVryGlBwntek8WAKSejWdpYOIlsWq6ibv1jgROEkt18FlviO8wE66ApPoJQXbiZtRnKsEnFUs0WDU9QSqLUWQEoHFBQA2y1M0pX/Cl58/RWet0bvSyja6+66gUDxHId9CV1c3iiQx6nGySA+aliY8fiemu4HfT0RsRLUw2/UIgcAIVrrBx1Rq62WiUuPGkzOc6t3DcH2Sz9e+yWPHCuw+cwhTzINhUV8rcc/V93Dvux7gXf/zTzjaUaZ97d0UTBdgUfbViQWzqPNX0uzO4C6dxSZpdK+X8HmSnDt7huvz+/mXG55kLDJGIvEUklJBEBexgLIo0GEl8OVHCZVDvDT0BE+N/hOKUOWNso6pSvQutvOBz/5PnJqN8yuv4pqVeSn9h1wzkSBoq7PkNDkp6ZyVOrngb8JXLRPMRQhsaEPQdbLpDiLuFABLsQEMw6A/2kPqO+dxpUfg8jxLu/+Gunvl33yLJ/SWAM+2BoqwdGgVdSpL8dUVWha28Y7IFja03YTki7HFmuOkaxRbZo0WM8iPDROfYLIz29DEdvqgRWmARxPHYhhGDF3Rscp21Lufh10ff1v84/+t4CAIQrcgCNe+9bNTEATv27Ka/2S70ltm69I4d79Uo+oOMtT1OL+hfg1X4AyOwCKrrgSrgsao1BhuemP3JXTVVQSpCd1KUnDCQv8IijqDsilDOtVFf8DJxbUC2ewxyuUpHuN23PWLKI4bsQSJ2KKTax3n8WAyYTTjCS7iNT2scZyqmEeRAoQ8TXSVirRLBdaxEQkdYESYZrI0iG/TKhHinG5tnBacspesuxlVKtEjp3lH+SBZyctH93yGgO4lt3Y/qgNaMnCq0sPqygjJZB/p3DZOdA/Tki6SLzWjZrsRTLDH52nqkNmqbiBenqPzdGOoL9e8EzHuou4RKcbcKD4PoihwTBlllzZB7MRpAJqzKjtmM4y39TARCHMk0EJ3cgEjNUO55zXOqUeRRJmra51sXjnF0ZZRtjQnKeoOmlfS2EQPVWud5nMTfHTjR7lpy9+ivLSNmjlDt6cPbBZrjgSCsUrbuSXKvobGsqPupISTfcmz+PwBZq1BANoGXsRUyiwsbceSTLISGAh0p/sRBBPDpuGvN5rlaqWV4uoO2qUl0n4nFgLetIeaFadqtiFm63S444gCaPYyBjCx4GfLgsBrG50E9tiQ7DUyZ24lWhiiJ3OUf2nZjdLVxa7Mw1RNBxYS3rUGbUlE7qUjB53tVUiPsDHZQklboq+uYZTcYLPzhfVP0+HoRVlx8FjTFQSEElVeIxC/hOWpHQiJRobqcJ/gzuhXSVk+9LiCzaXxrrmfsfnsc2yv+6gaVRAs6kUbfb2XkUpeoFLx09PTC8CYW2GBHizdi5rqoKqcpipW8Ol+NqfGaA4rhJuupBarU3a4OdHZiwX8QZefPz3yJ9w88Qq7lMM492Wwi07yuQbzbn2xgCA07tFa5WVmxQgna130OGLsEcY5lxplcPQN1uIRnFh4e2fRVQV7VqQ7lKZm1Xi+o8y2aANKG1t7HEFzAcsI9hCaYOC0urHXwiR8iyg2SLljbAt/hZrp4qRio7pe4pUv/RM/+tPf4kJxkVBtP6atyHeSn+CO4w9zy6mn+MzUffzN/Nf4ivkn/AOfwWkk+fLccUo+N4V4o1pQMsC13mBSHZrzY8hlVi79Bs3XXwaCRbW6hGkY3PvFP+LZf/42oiRRk8uIXgVLM0n98Dz5p+dRDDcL5VlmmEZq5Am4xrbisDvoqjZxGoMuIYFbzSMANdmHkE0SiTaznPCCVWXDUDMgsJpUf50u8d/Z/2VweAvO+iDw3bfe6gAefdtW9J9pHdfw/iN/g1utUh28gj2nh7l0Kcnv1n7JRwpPcdIB85ZAn6WAQ0NwWdT8YZD7scwsYj7K96/bh3qZjqDUWZ/fRTAxTrpc59Wz36KMm7Tlp25UWZVHaSqnUCombahM6WGc6Di1AKZYZ0rTscwMHXIndXsHnaUp3NRZ1cOs1Y7QmVpEMxVi0VZ8RpqzziZMy8Brc6B6pxCLcZyCTns+zWJtJ/rLcTKeDJ5zZzEwSfkh69nL3NwuXj/7Xt5Mvp/TnYNIdZPxmX1UzRaU5DKtLhHNP4zDdPOkowVJtaPKNsquKIliJwCldRchfx9gseRtokko8qZ9R4Nptexn78wy3mqZquLAppvsnrtAydGJbsgENiZJ6xXsfVfTezbOVb8aZ797HLDISDrL9ihYGs2xPj7UcQdPf/MLFMQyominVemkpM/jCA4SD4F6VKTmmaZkeeg31/iJ7TouNS+S86S5/nQJzZTR3AmK8XZK5TCBNpPzNQm7ZRGavw5X0ySDSKxJOWRLwR7fSGxOpdVcQ5McSEKAgEPCFE6wFBxCLOtEySNIGk2RxkDeanYj851t/OLdN2Nunac5UaNUk+jMjeAtxziWEPnsvzyAWqz927ZLuBvlKY8nw3sydTwSjGcj9BdzzNhEukrgrEsMekZQBIWDUhtqYgRHZ44VK4zgeg2PHCJ77g4kNQDAj1y38cnh7/O4fBlWxcLuqqF1wK7lPkJKCwVjHdllUi/Z0LQ1Vt6Siu3qavQiWqqvU8bDgQu38rD9CE9nFNKODGE1gkcNs3XrbTidG9GyTl695Hr0txx+rxTD762QyveD5SflexqPEiK7sIwUclBfKvzb3/3zCz/Fu/o+ECy+bH6fPeIERc3Fi8XLael7k3S2HWdoEe+KxKTUQ1fqduyWglad56Uf/gvTx5+jWJnAVg9g1HMYzgZfVby6GdE5jU2eoz/TQAdN+tfYuFshvlbmqK3Kqdnn8cmbsXvfhd+hUBhaxCMV2CO/yY7A63RZF/GUKnjO2KidbUOInEWJ+5jxDpBbsWMYEusVDx7LRLFkOge7WNz9BYL921GUIIrSTFVdJr2yxOrEBZbOncE0DE499xQn0y+w4lqjcKmD6J/u5lDiAidTz1L2ZBgsxFmzQlx/2a0M7r6UnNiEBnQY8Yb2EtCtVsmvLlPLVKmTA2DPh7+AJMusjJ//dXrEf2f/d04Ovw1cBhQALMuaBprfthX9J5pn+iV6Tlo41FmqpofNXS8QENNcNG7iaamPitbGPBYh3U1PywUMQ2HLzueJbJgBQK+F+N2JDMVrTMx5P9LS1VgLjaPlXLzEa+xnlyuPaR+l4AwTnE9xlW2GumFyrN7BsJTCm9lISo6hvjVk1G35UIUuxnKNa6xoEWrxAJ1VCbdc4eT6FjLZLBkpREVME1AiUFHZsnCYSCLOeYaJWVch6hILK48h1QTcVTi8rQebaOGwakTLLYxHZRw1EMsbMVAQq2XcxRr1LTCmmZhYOGxTDGVWkZU6prtApKOCZQjUkgpRo0BIsgh1zQMg1tI4tDaiNT+IWW5YmQbgrvwSzmIW0+1DVb2Y4XXOOxaQZRfJnbcwenqRieQYolUn43XxaORK7D4nmrnIY3/0deLn7VhmjsG9JpIcIL/8JjVlkIqjiiFbpC5C2mwmQIzqZJYpOnhf4lX8ngPk1YbjWx3vwV0q0zRY4VxVoqXqpqZFOWE4+H7zKyxLcdpNP057M5bhp3OpAcaLEGG2qUJAT3Mx1ANAsG7SFFphZ6RR16+ZRY7v3cu7XJMgwMB8mYkmDRGJ3uTVfBedxJKTe4x3IWBiE+ukpBYwLco2kZ5eAzNl5+ngfiY9r2IIApetN9S9ArKPpJnjYKaCWxllKL3OA8p+NokXWDWqKEYL+1y/RMCg1ZciuKpzqHkD2ZoTxe5GDMv0shtBEMh6T2Lz6GhFG7HYQ2QyXiRJoK2tjXJ5Hn+uQbysRPZypbaBw62HKEp57Kadz33uc2zdup/VVTsJb5jzIzsYqzVc18V8Et3uw7JEbOZlZHKvERpwk8/GsbW4qC0WGyXW+QO8VGphXe1mzDfPpeJFyjUBE5Hr506x4A8RHnidfLmJbasxZpUeopkOKr5myvkEJ198lse/cQ8T9/dRqoChapiOBsopbNlp8h3Esgm4NA8tmsVBZ4DLf+Nydt/WSzJpwxV6F2XlUnw2iX39bt67voWXhO1cXr/ArdkTXJM/yyXlCTarc9yuHsad17k2fS3LehShWuPihf2kpq4AC1QhQu2aKTQxQ1vbuwFwOruoVpdYn5kC4ENf+RZNHV3YXW6m149z6OxPeeLRbzG1PI1OA6mk+ZbYUx/n/8HdW4fLkV3n3r9dVc1Mh1kHdMTMGmk0zGj22J4xxHYcJ3HsJHYMiR2HnMQYcMw48YCHGTUaMfORDjM0M1XV/v5oeRzfm3vvJPH43nzreerpPi111+6u2gvf9a599uUEfItZ3L2FU6qGKiUdudMACFXnbLlWtzCUa1DKF3H6/ETaO2no7v2/bhzKUsrXSu1CCA14Y0YP/YZFXrhIIAfN3pPkjDpO2N/PQ5Mf4OnBCufdGUShmTEMFBQanbXwbXpqKQ1r9gAqVaFgX/YI0icJPllBMSQRWQvzJ7MtrO94GwcnXqLi3IkwyvRFZ7EKncPZVnqyE/TZHGiGg6HyAUpKHg0XhlnEihdfrkLC5iZYiuHNW2jetJk1UmEkuoq6mVoec9YI47NGqBoKemWGbfv3Mlfqpc9YwVSpgjd/GgnEPZCoW4dFVQmbGUJSY6zBijVaxl00cU7N4pyepKsrSTreSH25m7R9lo75cTRTcvGKEIp3GhFIo+d8SFPBFz1Jt82gzjvHRZpZVbjAxNHbsRoOKpY8y+IDWJA0vfgoQYcdFIVy0YvTU2DOf4pZR5rOppVoDSaW3XGaEhUSTjtCM1j9/k4UYSdTSlEyh3H7HfgvEd7ZLhxnwax1/1q3zlJYcHA8Wo9eLmOpmDzg30ibWMCZrZIbb0MMXUWm3Ii3ojATqEE222aXIZGcEjqPu/eAVPAbTr6oeFiy4oMsyywDIKg1UZzO0zgDCekEIQlTIhCYxS0UFFPiiV/AGYyxynGMwmwErSTwOpbiVk0aEptYSpCvK8O8o+ccy9NnqJoWMiUPXiOBicBskxyJb+ZYcCmP+k5gNSVauh5FaKxkG2cVFxWguRLEOrWS4y2dLFQ6OVu002I9Tsk+TNJjx56STA5tocU5ii5VIqRRrRW6GzrI6hlOe/PYfUUqOTvxxAHS6SZaW9vQNI1Dhz9JszmJkBLD2czhwHFKapmG2RqdRjJZo3k4fvIiu1dvw5XP0hbXqbdqDOZLlGkDQ0ck+lFVF561ZykYGSr5Ima2gpEq8+MDX6I6dxteNc/HS/czTRgz1QRIBs1mtiv7MYVgMLYYh6gya9QzZwdTnAAhaF1yBZ2b8lhtNoqFNACmzYpm2NlW5ycuWzCFyirjHFtKeU7aFaSApu4SRvk8puzArcLV17Sh37CX0Ss+xIDzvXzc911WtryVNV0b+V3vtXxTeStPK+u4NX0A1XkCi8NGQcmQSjWi58Mg4Jmyl68cHcPpXITXWzPkzkvGYX54EJvTRbCphXBrOzank7fd/nmMUBNaPsPTP/4GZVXB5Wigquq4RJloUy9CCDxZH4dllaZyCmtCQSJQzDDWqX6E2ohhb0OxpWjuW4IQgpb+5cyPDFEpFt4Q/fh6jMNuIcSnAIcQ4ipqsx0ee0NW8xuW5de8k/CN4Gyptfe/dAYW8kfx2js47Sviz7cxf8kuBqpBBAYL810MP/UXqDYHFRIsTC1giQscZ3XC3uNYhJ8AVSaKK+mya0xXsuTc61g8PUqrksYozzBkb6Zd0WgvdZCnRHp+AdOMUpcpUTJnUBCY1QYSPjcrM6coagoeq5tlho+o1Lg6VaPziIbmcWoeIMvLV3ZirVTZuVCPgsKJxCM4h4oIYO+6NrzCStmAgrqG0bCKblGopPKoxZdRs9O0+HPkG6sYlQhW0UnGf5ammRlMAT/a9VY2i8exBcfJzjWBsDAZ3Eq/1aRqKByu38V6eYFZ+1k8nhkQOmYxyarRYyiJKOt+AabIh9DsSWw9M+T1PQiaiW5/K+OhVkK5AghY6zhKa2Mf2269BWQWRdhov/UEjmg/KWMGWzZN01xtM6Qbitg6cwwnNY7EanMHmnuGeNGyiruyzxH3VLg42UPZ7qDBKThiqDiQLIruQKDT2vZlIkaNjHAucZIBqbMoWaU9thWnzOF0rqZX9JD0dqIkqzg0A1VIbN4U8yMakTQMtfpoWnqaStFL81iZs6KDD864cTqypAzJjLKXkrmG8ItH8LqPAIKS6cCZLGG1BxBleLJ+J+6RDI74CpblgkxmR3EFQ7w4ey+7HVV8CJaXYVXjUpZWZ3go9ac4lRSbvN/kU60fosM6SrXiZN2SV4mM1hT6Km0crQDWQJEn/U+h2nxobknO3sT+fVeRz/lYvLifw0fuxzQPIypb6HbZOWUWeSD4HC3VIM0Lta7e2dlZFhYWeFZXWQg2sPHYbuKpEr0uO6MVG+lMHQ5pEBuL0tX1e5j2IXwdWZKjtSg6PnCOe2dbqFYjrAgPsV2c4Qw3k151HUIIdns2YLoN8udbUTI16Gi26uTHzWXCJ8ewVnOM6ymS3iCt120iGW/A1CzoWp6QzY5W0DFcNez/Ru0YG4slCqrJQHKA408/hsJeNu5sYKtLw77IYGLy29SFb+DGZCu/N1/HH4518C7HUvoKrSxfsZzUjk/ipERQn+IaW4KJ5gUkEqHUoqWozcdjZ3tpaLjztXqK3dFGuTzH7NAA9Yt6EIqCOxgil0iQsxkUwg2oNjvMzWPKNFZPA55izeGcqN+GNCUzZ2IMC0lL4SKmWdu7ihLGlEk6mju55nYHpUKG5sW1/d+yZBnSNJm5cP7XqRZfk9djHP4IiAKnqc13eBL49K/j5EKI7wohFoQQZ/7Na0EhxHNCiMFLj4Ffx7n+PZlLmDwYu579pw4iZQVPZB1vev9fEO1uZ8KqUCp1YtEGkZjYCk0ITUcISFUlJY9AmnGy4/0su5gGRRCaOYNaf5hwxcbEQjMfeuFDlFzbQFjpnZzCkILMuAshTWaddTRVGphyXcQo1nLQXTPjlKq1yV0e6cEqs3QWxokF++m+UEdXXa2Q6azWHhfaa6knn8VL61yJ8KYA3rpVLCSOYvEdx500yNtgoX4LnU21gSBmLMzhFg1MybWFg1DVAQu+dUnMxhKNSi1jWM0dJTQ3x0JriGI1QqfrCIqqk19YjOZwMZnO0mk3iZUtXH3H7exTl/Ch7CNciJxGCMhGVrPs9EEqNhsrJ7+DTUK8ZENRJPOTLexQvo1BnhbP1fzlFb/NdxbfCkBYH8DlXMT6t97F1pvfzJUfvR6raiWcWcQ5Z42u5MqT+3BqLqYqGu7NM6iqYDgXxu0UtDimeWrxGjRM+iZi6I0naTPDONoHOF1V6ag4cMgWUo59pFM+rpmqfd98epSfZQ9zrchxn/9B6o0ok24H/vkpjnf2IbJVImRJmzbMQ5fT/n1JIKfS1lGiXp0jP7KR5foYZyzdPDH5L5xPPITEZDceFBSC4XauviyJ11rLwRvpHBlHkMLZeoxyF+8/WaFv9gZWXvgYOl68kTCx8jTHBaxHRUPg7mjCc+Jqyji5zv9F/tz1Vm6vfxgz3gkCcnNLkQs1ssOAtYg+GiZuP0tIPYlWdTFWupxKXQt2a4bLd1kJBAJMTn4Zw3Bx5RV/zTK7jeM+yNkibD0bwVKvkNfyzMxMs/vYcQ51LqFzfoyOhQFm0wUW2RXiRQ/5vEbE62FhfJSW5ruwWTpp3jJPtjoHquBfT32FXOxqOrQUb83uJiOdLGp6M0/Np1nVkGMoE0JJ93J77Ah3JZ4jId3o2PEkjmKWoaP7KIqtzNTUUg4e1JnMbSHfsxLTqmCTFaIiQ6yYAmBMttN7aczpK0MvcvHAqyzbdQW9YRdWVTBtfg/TrNBm/RCqqZAlyQ59G1cZ12AaJs09G3lowMUPlau5Pn+IOjXOxboCCW0OBYHb7WZ52wyVrMZj01tf0yVORxumLohNTtDYXYOBu4Mh9EqZicw0KAr9m3ZiFqqY+gz4rCwqzHGBFv71iIOp8zEOXZqf3lacACqAxBkwQQiu/tQHqbpqjmpLf804NPUuRigKk29Qaul/axyEEApwWkr5LSnlm6SUd156/utKK30fuPZ/eO2PgReklD3AC5f+fkPEE3RQLU3Ss+l6mntDuAKdNF+2hAH7y0hTI2H4aWwbI2tJY8s1k7PWeHXy3ih2xgDQi3U8kHwXzkiZ0OA5QsueotM9TrSqUJi6Bt2xk9ZyhnC1QE43OBZYSWM1wa22HAoKUfEKJaWMorgo+nxUc7VCp8+00zNxBlMoXO7aQVXovNL5MADnqgs4dZNhZw005rPWY+YdlBvuwTCKuPb9mK4LNaTD8aUhwjYrrgYfmmJB092MN1lRkmU6RlXKMoFN83JILCbgjtFqhKjqWRZeyXKkPcLRvpW8Zf4p0r4a62cpsQarV8ESKuG3SKbLgnzhIqNNbWSFk8vzNZZP4hCamWGyfyOPOv+SsqA28Qv4gP5zztFFybCjJEwc0sb++pXkVBdKJoXN0QHApne8CzU4jCW+GFWqHG30Mx2ElYODLA72MVix0Og28C2qecsNkVq6wVtewzPqzdyi7yNptxHzDHG27KIsBeFYbRqaY26EnccjlIr1iEoJYRpsSBxENcscdx+H6hjTSj1tep4D7X0IoJ8FFL3I8MRjNCUhG+7jOk8U58IqZvUqNqGzL7SM51atwJlLYlYnsCWaSFZiLA/30ewaZ408A0icqRwpGeBg8v28bXcZoRR5oftHKIYVm+ctlAs2jIZuYgWdNYoFKSWHn45iVl1Elx7j8uY/x7YsheXUFsjVSPfm4n6i2TxYFU6qvfQk4ozYsoyVd1Eo+PC6Z3GOnKWrbj8OxxjPP/9lXN553M13czo1SCD2KhWhk2z8Igfad2LvqCNpTTI1NcE301WqmoUr9jyO5jCJZqs0izihdK0DuK29nVw8RimXp7f7c1g9OoWVL1ORef453o0wbfQ3DnCdcZBXLVfxWQl2Jca2hkfQTQvO5d/lkGMZDSLJgNKDKVTsMxP0bV1HffsEazbey003T3PZjhMEUoP4KyP4ZRyS0xzXRrGptdGlF4vXMJj6CJ22dl4aeAYkrL7mRsoTWYy2BLMLD9Dc/HbEjBMpJS+M/5iKu0roFCxp6ePLe2Y4OJrgK9yBwKTg2k/OVsWIX0DmszQ3N3JX4zfBrfLNV2YxzJoqdDjaKMbsSNOkflENKecOXGJZjo3hMe2s2XQNAGZ1CiMwywp9mKNaHzKn88ITFzkkdAIOC83aL3sijHKa1v5luANBps+fxepwEGmvIcysdgfNi5f830krSSlN4KQQou2NOLmU8hUg8T+8fAvwg0vPfwDc+kacG6Cuo4V3v+v93PSR99G2NEJiJs/zg1EqzjEaCw1IFFy2AierLtRsK+dlPUgwbFnqp7LU2OdVVD3EmWAf9kyZiDHDlTzG8rJKPr0ZeVRj8dgoFmHimI4x5alDt1pYaUTI2WfJjlQxzDmkw8tIVyeeRIkCZapGGMdEDNG4g7V4+HHoKQ7Fd+M0MxzTZ2kqGoxXl1MWFQK2JioyR7riZSY7Qtat0TBRxQTO9V3Fxo0bmZycQi27OR8QVN0WQmXwFUeACplOH2eTbViEQYsMsuCeYNbroqqppFw2bp17iXmvn2rRhVGux+JYiitUu3WGipBM7sOYvpz7tHdiEQASOV8zEv05wbnyBK2LqhQKNRhg2SE4GP9dJisgkdxR0WqztR31BJNW9s6fe+0azcd2IxdWYGoS5+p+ZlqgfbJEU1IhphsoQHjZPDta03T1j2GYCjcPNKEPzDEnA7xpYj+2zkletMVxSpX6zA6KlgVeXXeG5PX14HdiKdVYcK2yyprUMWYsBSyFJCkRpLLUzrSlRpMdUbJcUe3itpMBhpbv4p5IFAGMDywhpMcxpWB3wyZOrNzI1oFpZv2HUfFxQsawpBfh2NdAKF8PCNYMDPC2F4s0xNs5bzcYWPQ1JkOHOKycA0yymc0Ug7XO5VWmwpmiSa5oQbeeomc+yR/Wf4Oe8wG2Z9awQelHSEFSlPBWE9gUN8/4NlCVDoZnW9GkwZIVz6E1nUAtF0lFG/jK8D5+7NnLx6ec/Nbh73LPM/fw2NSXWDz+l2wrRDmyYgtf7b+bwbomBqWVM5Fm7nAIArE5rO4qEnDnx2lKRdFsNroWLSa/eC3f/KdP8MjeBZJDQYzWI7yk5Shm1rLDkWdzegAThX+S13N0MsFf7vo5fcFa38SRyTzu67Zy3NZFWt2FNKqYTjc73/lRHJdmg4dCWzCqZzDmMzTXZWkJTBGPzzGhxljp7cFisRBevohVke0snWlnUJ+gKdKHclGnMpEh2nU/iuKgs+MjlIaTpCoLlM0C80vLSCkpzDVydDyJUATpopvvqNczZ53EYiq0zTuxV0t0dOQJ2BJsWq6RT5f57qEaMMHhaKMQrfUiNPo10Muv9TrMz0/SaAZwWfxYlAAWRVJ0ZPCKIkcsi1m6KMCaRJWDisGWnjDBpshrRd1cNk6kvRMpJVPnz9DU24+iqq/tjzd/9i+54p4P/dp04r+V15NWagTOCiFeEEI8+ovjDVlNTeqllLMAlx7fMGTU+KN7efBfs4z+6HGauv0APLd3khlbhT6llsO+feEa2gXYixGqqRYU04pFlqjKLiyag4rIELcc495aXQrHGUE1W+a6XJ4NFh2lYuKeiZI2bVQyTpCSG21RItJLqvVVzHwNjleyKUy2tVLSvGRlinpdBWlhl3MNoxjstZ7DYip45DwLShBHLsOcxYNhqPitEaTMcDLzPAvWNka3127SaMiKT1ZZtWoVsVgUreLjuabaJb+rPUC5aiKEg59suZmRbCeOdBc2aWVcjaFfugHdmQR+I03Bp5CbtoE5STm1nsKpe5ja/15iiXYWZk6Tne2hkOzluLYEv8ygZuYwXD7iWh5lmZf06DyyoiJ1hd3+AOWQlzndpABchYUQghlrI+6SxoPH7639JqUZzPIswfgK1C4P7c0tXFgRZKwOWh4+WOPKSVvxuFJcTAVI2awoc3XMHPpD+o+N8ux8B51yjp3nLjLtmqUp10JT3k80PM5gWGdUeNFNG0qpjCo8WFp0VmdOUdItuJM1b/z4usXoWbDYTFQk3aIZy1V/Tu+GZYQCEzyXsXDemmFr/iwHlH5SngA5i5fhrgaS7cfRZYJMcRGv5EyOT32B5lw7qpQseHfSlKjyaJ/Gk/YKCdcMy0sGgcoYqfzDWFQLwdkGlldVdENhpGLSYYOQVyd+8QIXxu6i9cw01YEnaVUasKPxUrWHx8K7mLYvJ+11cp+8EYfIowvB9PgKogPXI4GBuMLpsqDfofOenqv5wpYv8CXXZ/jW8Of4RObNvOnYbn5732OELYIL7bfz2MqtOCslPhqoeee+0CXG/vQgHYkoNtPKtw88zJvEz/n94s+4/vQnGDnRylymji/pCv0IGiLHuKO8mye0TaieKt+64XtYjJOsXfZH9NS5OTyWwKa3kNiY4aVgP47EPKbNgdXlprHxdjTNC0hKCRvSlARb67D4k5RD9ViExpJiE8FgkKxapvGPN9DV1IyuSZTmJtKPj5C3nyNt2U9H+29hUQKUx9NESzUSrsP7n+ZgYIJv5go0airyUjTwM8sunnU5WVtU0VQHXgxUdT+Vip0PdISRXgtffWEQw5RYLEGKUQ82j8Y/PPQOjj78W7iDtXRxtZin0QxgZipoag9OXwv2Su3+GnY28o9r2kgBScOkyVEhOjlJSbFRVWq/97GnHuUnn/p94lMTr9UbfiG/qHm8EfJ6jMOfATcCnwf+7t8c/1dFCPEBIcQRIcSRaDT6n/qMwNZlGIxy6Plhwk12VIuCMTpNh8ckWW3Ea6mw/qO3YWs2UVBoK/uwVHwI4MTaNSh2HWlEcafgQkOacj2ox+00uDpQnEU2Jj1cuSNMvZJj0IjwQO/l+LQCq/UAEpMReZaioqMIB23Tk0hF5ciyfvK5OZqERlvocuoNjb+nhND7sVfCNJVNkmoAW8rJlFPBrij4L40MTeUky+pSKKNpKio8vvNK6tEZPFObv6CGAuQiNkRBZ/ng81TlAha7i7TFR8wMY1lYi8RgrJJHd2gUwj7UbJaBhgCmtUx+zkr3ugLO+i/jbt9LfnYlV577OGPPfR6kQLfHsHi6EEYFRTeI1TUzEnTyplPf5WPm/bjUJJmiD6u7yDHHQdIGzFpMVOB2rMzZa128sxcGGEmNkEjsw1Kox18J41tSz0SxwlHHXUxfbzJeX9vAhfsF2fN2ZrMmI2dDWP4xSet4gZe22Xik72Z+FF/LrD1JFcliX5Vi4BTCkcJrmPiStVlWophCUVVats+jYrBq0EchWoNJvmzfichW6fGPYHMt8NLcU0yrMwwt/zFF3caLWY2sf4h2Fnjcv52diSMIU+fZ67fjK9sYcP4jxcL3cJf3Uy2+SlUZp9WsMmSR6OkfoifO0OicYsSqsihrp60QZdbq4oXmEhlVcnXeypmcTmOHixV2jcV6D4YimdBnuOKfv0Yy4kdFoWiqDJphJh3N3BtYwTND6zmgd7Dd2IciJZWqg1TkAlWHSaZUYpNL565IG7+35q/Ztq+HZUcaOew+Q8udK5geOMdlHa18VYzji/0Qe7XM9oFjjLzyAgCNTfVsFFWqu+04KkXSrnneG72fdjnPD7WNKEKyqDrPPxx5L4pS5Y76V2jKRbGrZWZ7wvzOyj9HVkfpX/zXNDbezvrOIEfHkpjjtcgyMvNzXBYNCczMzNDR8WG2bH6JZHI/erpWeK5r76RiKaF7g/R5m9BSJhFPiESilojQj4wiJESvsVL3B2tJbn4Uq7We1ta7SZ86izAEC6VJpLBQmpvhFZuFWSR/qNu4xeNiU5uHqUyArLBzd3aa3t485egcmfR+Fha6EIkkq5fXkctWODNXa/QrxFw4fDr+C1/i4JM+HJd6EhS9QgMB8rFxTLUB4fLRno8xI4O0BAa5+PNXOEDNWOw/ux+zbGAxdRSgfflqrvrARygXaum79uWr/lO67j8jr4d4b/e/d7yBa5oXQjQCXHpc+F+s61+klOuklOsilwZy/0flyBP/TL7wEjHPMJM/eZRIh4e6nMF1vipjqU5Wdzai2jWGlRruvU9qWEuXCpg+P9ZybWlqLsyt89dTWWHgHDVYqK4g19CBXYeWYwcwJbjjM3j0HCvFHF00kg+fRj/kwDDn0DQLay6OolRL2O0eckYUp+pitXsVz3sNjqsGfXGVay68j8aKCkIwls9RUQU5axlVqLi0RiqGzrmGf6HnQpVzvRbsVgdby2s5+OwJkIJoSeXR8wZLF/JMvHgSkAys6uPtL6fQLCr26BqK3mEKihVLg0QGVJRKmQv+mgekWZqYGTiFwxuiZcOPcF/2GV7pvA+Hx4FuT9JkdZHIpEmXLLi0Cr9jfZDvJf6CkJrl5S0f56h3kmS8jUa7ZNZfG8KeqwheRed2YUVawxiKQkPSzs8u/Ixkch+WaI2Xyt4T4KVklqHOlXw59zcUgpcjpGQ0LDAe9wNgnnDiKEjuv6mTz7/luzit8FzXOn5oNuM1TO4ZHsPaeZC2fJieokpCBgGJWkpRcDn4M/cXybdk6J50s2X2CJqucyK5HCFhR8PLbFz3DG13PElq6TewW+doO1XAQCDNFEVp5b6uG7kj+jxXFXZzrGMt4biTkrWKKCeJFQ6wxGHHwSNsG3yRtCqYcLjYNfIid4qfIIXAPm1H1fNEnfUcRuXHrjLWejt1HV6adyjMKSnqlRDJUAvd8+NY7Q7qm7aRM7LMmn5AcEvsaa5QzxNW8pwymnlb5dMcsTSzYvXTZOtOkbRX8RWsLI2u5syhNcz/0wlKAwm+0/QwQ+uSuBZ0TEOnbdlKDjyxB2vhOd4+8BU6U1GOXhxGAp1Ni9lguUjSWhv5emfyRepEiq8X1zE0Csd3vo+HvNcyZzbwru4HaFz6ONc6XmL3unp66/bSWH8Lmzc9R1PTnQBs7AySLesMna1BtENyip033w7A5OQkQqgoiq1mHLIt2FwuQk3dzCf7wDRosNU87EYtSCqVYuzkMQqTs3TZ2jg0d4ix1JfJGWdZ1PX7LAwf5+i3ainPaGkS3eOmXIUXZ9w06VHqnFb+sGLl1pBAl1aM5DZ6CyrtIopeqZCdtlIurWNubo7b+2pR/xODC5RyOUpJkLqBbvEg1Gt55sE/RVisNQfO7WVk6FUMkYNQmpXVWr1hW+AwvWodh21pVMVg0fAFCnYnGgaqWWHx1stYccW13P3lf+aer3yTxp6+/5Su+8/I6+mQzgohMpeOkhDCEEJk/k/v+y/Io8C7Lz1/N/DIG3WipsgaQEUW0hx/cY6oRxB25PEpGjOFOla2BEin01yYH8VE0ikEPlcKMPHmi3hTUBt/6WKF5zEq/VYUU2JGz/Bwnx1DGJBLMmX6ueP0q2xvmma9JvAZdjKN+yhmWgAJehUBqIYkHQxhVGp5TCkkX3VITI8Vo7QJZ9VDIfQqAJVCjfTubM/LAPR6V2DIGNNH2rFX4UT/Yia8pxhLSzJmAo9w87ayl4ay5AtDJcrVKori5eXV1/Kx92+gw6oSKNSTrz+JqlXRm6rUm7VNZ1RBmtCxIUBiepJQdy3lZsgU5xr20ndznqT/NI2+egzDwJJJka3306QkeDawlgc3fIOvlU7h0WaJx9oQAprDcwhFJ100+R5l7ELwD8KL9HfTvGDn4QsPEo2/ghpdRt5bYdalcj5fYkl7iMyONh5Z8Q5MWc+hJX4mLqG4Mg4bP3nztQQCS/GpaVShMdOwmguRPO3zfuplmuvHTiGaD9KV3omvHESIHMI0UbQISUKc6spgqpIV0xdpis5B2kAC2QvLeOz8TZSSVpwNUVwxk9mRVTgMK1YWeMJYz5pzB7kqtpfrJ3cTs9Sh5QMsnqiBBo5172KxfxOXpbfRbql5t88Hd6KZOnIarIZEide8YumwYmZNSgpc+dvLueMTa5meneSiex4TwWBzB+7ZSWJPXsCl2zhsn2BWerGh4414abXkuNo2wlvbjnG3+hSncm08M3Y1yWgXWWcVX96OMruGqxK7KM/n2LtuiAd8z/Ke/g+y99ApNKuN0ydPErWG8BkmWmOOdSuWU3H7qYYaSZ5x42g8Tc6qYpMlWsUsnwl3MqBl8OVt6N67eNWyhlXpE7xj9lXsapHJpSrCGmDN6p+yZMnfYLUGX9uH6ztqz8/nPUgJkX4Ly3dcTigUYnKylvpJJvdjmmUKCxp1HYsoFALEYh14qzliyVojZkB3oes6hx9/CKfPz/ZFl3MqeoLBse9is76bsVNVHvrCbrxWhXQlirQrlCItHAqsoyoUdi0cZ2TqaYRTZdnpHJpzGNI7+GftNlbqQzS6s5TmOggEljA/P8+1bWGkJjgwnmBupNb0aZZqEaep2pg52AsqODQFxWtldmYGaSbIeeM0kOQ8rXQUwpgVK6erFra3FGkrTDGt1SJohEL3hs0AKIpKoLH5v6Lu/sPyeiIHj5TSe+mwA3cA3/h1nFwIcS+wH+gTQkxdmjL3V8BVQohB4KpLf78h0nv1FShqBKNqMuddwqvRBTwtJ5jItCARLG32ce7cOQxhElWhUahEFXA4MjirJYa6V+KxOCibU8QH3UjbRqo2G9bYPEMBDd2fAmEypbsY3tpNXSZDj+rDVIuk5BGKoooinPhKRUxNoWq1gpRERS1lkvGMYU0NYnVo9OQD6J4zNCszOIwi/lxNwZxvniZrm6Xbuxyn5sEsaFzsWMLRzrPY5RQTuhPDkmV5ZRFBKfhem0Kr4WRpYBmaz8nagI+GDh+b8zWYXD58Co8nRp3VwSrbENJqxWorg4AT46fI93iw+mNICaqs5TuHhkYRUuAN1jaGUi7yQ3Erf6fcxd0r/pbDw9MMJgfQlDQLVagWHGyxGZRcC6SqJoPSZO6qNE7gFu8NtBktdGgFzHKOcGoxyiIXz8dr/sidhTjXjo3TV5jDozVQtEJFsaNrAl3V+FzuVdaVJ+jPDtAUT+NNHqRiEVxxxMbfG5/HKwvcMnOEVkUQLgdI2GOAxKWv4QOnRxl2GsRaqiwa0QnkZlESFSxOME0Lj9uvY/j5fs78eBOxA3XMOzbjlxrzGpwot7Px2G6GkiHWLIyjSIOYw4tm1rZYIZ7npGaSW3wlu5ffCkBO83K6azUi6WXruAO3vxmEoCt6HgFYLApdETdCEYyPj2Pp9jHe4mC8uRMhTcaePUhF0RkSc0xoPhqVNMJuR0hwedx8YNebaHXFuE45yOMju7hoy1C1qmgVg+srq1BVlcdsRzh9dphrndfxV4+m+OJYGE9zK8dGxnEKCKMSq2a44bbbsRdzlOuaOTp3iimHn0C2SpOY57PhFl52Z7lp+ZWkVQ9//PMzLInY2JI4yI/iV9M9lMc/orF05psEAhv/p33Y6LMTUhUOIUkO+nA2jXPi5Ltpa3MxNTWFlJJY/CUU4SQ5E6euo4tDh6ZQ1SphxyzzUxdRg3ZceQ1RLjF5+gQrr76eNjGOLk0OTl/F88+bPHvgItGuCmFHMwulKVJOPwnVxxnPElZXRwhVJlhIH+ex0/fzvPcAlvBLFMs2XvCtISa9tDcXSI87qKurI5VK4cXAFrQzMptlfrhmHES5DWFWqbMMY9q2IZQiqmGgeqzkswKnXaLptb2WS0I49Q7OqDolU2O1KpFCUMaGBNq6lmF3uX/NWu/1y3+YlVVK+TCw69dxcinl26SUjVJKi5SyRUr5HSllXEp5hZSy59Lj/4hm+rWJDlixY8gCisxwWJe4m49yYb5Gb+xyxzh79izhugZGDB2/IjhSbKXokAgE5jLo8+0EmacaX87z44uYWbGS1ukZwoUiimUOxbASTi9wsW0xilTozbcQ959h/kAnhjmPTVUIZvMk/AFWKBew5aNEQ/WkzHmKeh23r/oGG1MCm4TnmiOcjl9PpBxFK9Uu3QL1jNc/h9AUVgWuQK8KJtvfQ7K0mIbJO6laKziwsEgGebZB42LpNKOZAfp8G5hccS0rbSrV6WnWFUziUqfkmsTrjWKaKovNIWxeK45AAWmCqynG/T2nKVb2IQTYLTVo79RUgjrp5WK55sEVrA6yFh+pagjN0IkZAiQM2CyYljnmYp00O8qk/OdBCpqlQrjtIn8cjlICLm98G3cUFyPivVillfrlHTwfy9Bm0+h6YYo/GLZx1dAAKxfsNM4bCKBtfS31N1ku0yovsHhoHsWUTDmmsSkqimUdkWgnX7Tcw/er1zCBxGLaGXem0SIZtr9tHd7kSQwh8EgNdwm0Sh6RruC3lJgzPVSCTlzNRYxiirH5lSy4DFrLOuMWK/lKzVAejLXRaC6wuHwGx0KCilcnZ9fZnDvMC3qJjiKMd7ciqdEMjASaWQiUaB0MoygVXP4AkVIMIaCKRJeQTqdJp9O0tbcxuirIbMjJye40P408xcNrD3DSHSVVgVZjAUs2hayWuO36awk3tzAQ6uJjlp9gIBGxW6lrakUAJZlH3NHIfv9RslqW0ZOdHBxNUBYWhooCtZjnrne/i5CwMFNMc+7cOZpVA7VUpGioXD96iozwMODOs8ed58Ptb+WqGz/Os03XY1bLdPlUVEy8bdupu/F52kLfpXI+ix7/JUzzF/LA0AJrDZWz6Iy91MSs+hEymVO4PX+Px3OKeDxOLPYSNmMDRrWC5gtw8eIoy5b7sLjHyCWSlN2zqEkDayqKUFW83YPY4s+jSIWz6Sj2eBn71DCdJQULGtHSBKZmZa/ZjV2FNXOv8p6/+ypuu59cdYAnHM/Rbs3Rj0I2FmCvWEqHEiefyOO6pDUXFhZor3eTS5aZujiAty6IMFrRc4+y9OZuhDRRS03o+RSqz0a1HEBzWmkqJslIB+6ZeSZOz3IiZENVBBx/jo4Va2jWYwhg8ZYdb4jee73yetJKt/+b404hxF/x/xP6jKNjSSqqAEzS9pcIiXEcgSlGo0sRapYT07uZmprC1dJHXgeXAqZd58H4dgA8WR1v/wRCaBRVk5L9PN9fuQlfPsfvvPAIKRHHVqynW7dTn8rSYUawYuFQRiUX7wCgrOcIJ1MkgkGWcYEKCxSdTvaLfTSWPHQlmlg/b3DeYjA8pTLgWkykEmPOGcFeLTFntFAMDJPt3Ueruxe/1UFVTJGbeg+vilVU1BF61WUoCH5sz7NsYYZjyZdJV+K8Y66B6BNPc+FHP2UJLi5WFiilrPh982Qrfrwii6dBR1EhP++g1Sp5T0MAi1qgXPZjt4LFsFDIC5qNIKdnTiKqFZLUmpCKwoa7WCTncLEzJ5jTNLr9QWKxdoQC1taLSCTL0CgWhiGU5MNmloKRYdPQR/AN3U4VnYlCkaHBOPXnz+PI1nFvY4GwHERUrTRHHQhNoaGt5o0NlxopAfYsHGnrRNcGWeKAbGQt7tQwh5IN/ItxI99PXcWRajspLcdUe5IVl7diW1VLYfQNTbHgdJCZdiAkdMo4M6aX67Tvc5NW60b1BZrR/COsLseIqQp18Tk8DU3kKyrjGTe7juzGUSxg+BtJeCtoWp5brd9Al5IbTuUQgLBARD/Jq8vjKKZCan4ai9VGyd+ClEBV8tOLc4yP19KMkeYID+d/ijf6aY73pni+7Szfy/2Uc7UWFLqmDzKiHeOpRc/zR89+lL985C9pcQzxj2En1tDL5FL9NCVrft2FzmmC/fVcCFxgwJvhuNGK27zUea562Lykh2BTC/aSJKVKTp06RTGRwpGbQJUGL4ia4nrFN82i7DoSgbs4MlNgTg1wWfQVcvufBKuDxc4yjuZlBK9YD4og++r0r+zB4UKJo3snWIVKVgoGnd18fu8y1q97HJezn96+/Zw99x7K5VlkvhuAi1MzOJ1Orr/u91i1udaPO1/eDakqWiGHNehifOZBhs69hVA5RFybx7JwmiXdi7j56rsAWChO8LC6gbjh4AMbG3AYRaYuDLDjrjvJOqrMebPs6NjFezsixCo2Htc200wch1ahMFO7T+bn51nXXuvRnRy8SKSlAV31UjXG2ffoj3GJk5jWDorZPPYVIQzTB4EqS0tjHFN7CTZ2MRg/yoFKiW6Xjp6cx2q3ESzHAUHvzm3/RQ33X5PXEznc9G+Oa4AstV6E//aypTvMistrOT1rNsnljS8ymW3iTKEFryfO+fPnUHQbhSMW/GWBIgRrLYJs2YFEks1GSCy5D2+jga6Ps2hYJ7kojCkEIp8GAWqpHhlpwKZX6TPCmFqMamQ3ZSoowo0JuEplsu5mRoyN5D1zWCoVEqKEJmFi4H1oUvKqXadocSJVQV05iikUGuJpFsxm3JFJjlmeolTNsDq4A2nsoywUpiwS6TRYXQhwX71K08x5ArOT6Gaao+zDrUtui0Z4Na/hEBrp7BnKhXrc3jS5go+CZsHbVoMtRs+GiVXdrLLUipDnFroRFkGkFEEgaDQDBGUQi6njutTU/kq1C3u2SNbppK9Sa1BbN7maUjaCWbbQ6E4yr0rayoJMbpCloSIzqoUT9T+h7B2jLreIaV2w+9ujvOv5LNceDnEgb9B81sd15mGCZTfNUTuZiJV1w5PYfGWimuApcTkOWSUeGkORJdYqKko1zKNBwbilk3dYn+dmdR9njAizk/fwgnUplUKS09khOrN17LVcy/uv+DSTsoWIkqSvPIs0C7znUIJGLYrbYaPo8+AVGTr1Cr68hrVaYcutb8LrD7E/1k5kcAbsKrqzDdVZwizZGIhdxmlhcIWwIBWwYOCxnafgquKtq2H5S/kc2bZVr92jPzgywdj4GFP+Kd63/30Mz/4Mj3Mjnzp8M+95qoO9d7xCfWYndTKHt1pkq2cXW3OrmXSmecx4jG/L8zzvhbstT1BnlTxQCGIiuCDO84NzP6AqJXMz1+DSBNfHamgkvSLZ/uZ38uSTT2KvaCRUwdDFi2RTcXSnyT3yPkBSVspsVTs5Pvdm/vlfz/Bnj54FIGXxsjx3Hn8wQGq+1tSpeq04V0YoHJnHLNSQOVVT8uFz41w7U2H5JXjsBU8PlUyFn49rrF9/L+Njm6hWa0wAxbgT1WJhYiHG9u3bsdlsNPfU0lSafxmmNFHKRUoqnD51G5WKnZ5skLgrjeGwctMffpbM2RkylTgpdFKWAEG3lQ9dvxpvpI6hw/vp2XE9I021TuU7l9/Jbe9bQ5fTyqFyP1JCqCPCzPnT2O125ufnuaE7gkvPYWRTKJpBRamx76YX5lmwT6DKWt0uGn+RqmKlGJynl2mOan2sWrSVuFnkXLKAb+IYAIMH9yOlSXOgB5vb9WvRc/9ZeT3G4dtSyrsvHe+XUn4R6HmjF/abkp3vfDNCeFFLgq7gOF8//j5sUhAuFwgP9RBKrMOIlnhAKVGVkje5aoqvoNowTZVYthX/xmnAwMw34p79ZxYiEVJeN/WGH5vQsBs5bKZGk1lHMnIc61gFw4xityoIBJopafAsx+67jlZXhtaJcUrWEEmjii0XpKQMk/SquBwxrvTdS0u+xtLojxeJKREUxST/SoXKqfsJ2OrpoYaFrgjoc26goMFPM2naRIJKSQU07tuyjX/tNmiWEXZU+jGkFTwVYAAAnQpJREFUST53lrR1JapaQlVM9thuJ9xWpJS1k532cG9SxZRgmgI53UfX2T+hsRgGDDwOK2VTUt/YhKVc80AT0oURrZBzeThvtdJoSHq3XUlPazcL0Q6aPZNM2gr4yoJsep6gt7axrJ1THGj5ET+jzNccFR7bmOHe7TbWuxU2rfKAhNHCLvpCTdirKvMtNpw5k0BAUM5JKk6TTfIUjQsHqC+HaYiu5pBN56ivhbcPPEurY46vWv6Rd7tP4NaLJGbfxa1ffZSXZq7izORHebzzMjqtMepLc9xcPITFKHPlyDPsu1jlKwNbsVtambfFWZ0dxtSDhNK1SKl+UQ/bbryBTNVOrqzRExhF0xL4LRaEFOxbnuCRZQ4apUJvOI9eFWQccbpLkm1veS9Xvu/DlHJZph1NRHxVwq1RJuae4++jX+Fg4CCNribyjX/K1Sv+hNXbLwcpmTo/xEzZQWtmhAZHJ7mLZ/mE/7f52dDf8oHRO3lzwzZ6lDo+koxzg/oiY0JwyruU8dkL3DtwL83VD5A2PVw29xzNpBHSxL9iCxeGhjl58iTN/haqQhCqCJAmK0sTCKFzILKX+tY4f3PPj+m9oZOWlWFm0zWluujKW4l0dJGNLZCYmWL3j7/LwYfuw72tGVk1yR2qpQD/dmyO/EyO7oyJ15/DYRRJ+FpAEfzTvlFUVcNiuZbhi2/FUbib+MQsON14fT7WrVsHgCcUxuZ0kalUyFTjIE1KSgi7PcA1G5cRmegHAcE7NgMCOVdhvjzJU43XgxD83ZtWYrdodK/fzPip4+jVKiPNeRoSbnrqe1A1hY/c2E+66uIZYx1ub4WZC+eJBAPMz8+zqc5HvazRuhTieUyjBqtv6O2H6BReVwqAh7/7M4SlSpVahHvSuoKmUhuWzhuQQqG1NM3yXVdz9e0fBmD9Nbe/AdruPyavxzh8/XW+9t9PclFKP7oTi3CBPcOjY7eRKAe4OWfh5rkV1CVXULHO8nAgRiIySqH9KK6kQbPFpCxriIJcLMipujUompOCkmLdbIxzS/oouFw0jI3TYDXRrVE6jQYECpm2VzBmGwHQtTI23UBXVHp9/fSHe/BV1uBOjiEVld3qCAIYacoiPRakdLPh+BmstgoWWYWsSlJ1kzI8dJ1PMVs8RKw0R79/DSuMedagsj6v8XNXHoeexMhOUCaB1eLnaLCVfD5DdfYEHuEiasxTljqHLhHYebxRQjs2UyqfIZsKIsuSzzT9DZZsM5lMHWvy/biMJuqKdRi2FOPhMVBU+lasBP2X83LLSajYbRxzWtniasV/TSf9G5azEO/EouoEms4gEJQWejlsaOzSEgRDMfYPLefrlDlUrXLa78buyOHUijw59Qgle5zjxRsIWaxIJCP+eb6q30FDKUE1Z2Fxy17OWhVWTq9hy9xmDk9u5hWHjqy3cuXCc1SjNUK5sHOSN4//nFD4EQYybvKZtWxIHebrr/w13/+9O4g66sl56xiXIcz2ei5vGMXtt2BtWoTPP81qc4hzynpCaSumgHNP38WpCx/DsOhIJF9crPBqaBAhalw7gdh5kt6TDNsm8JbOI1EYVnwkhJ0fmg/ytdRPeWzrLCcDX6DU9BnK7r/DEfkZKUrcHbmbT132LQqWRazyu1h0yzYUVeO5o4MYUtBaGCNobaBaLvLU1KNMqHFuK+3i6ukqH2uyc1BZxQfMn9Ou5TkU2EA1o5LPNnBhpI2VlRE6siPopSIePUfK4uPxxx+ntbWVvvZlKKaCvARQ7Nbm+VJgCVeOGnTEavM9Fgec5NrctAQcrOsI8MU7VnHD73wC0zTJxqIceeznvPqvPyKtx7B1+8ntm+HeyRhfG5/n42kNFMEzQ3uoKy+gWZ30LAowPZrmQrpAfTjM7Jxk348PMn1xgKLQ2LFjBxaLBag1gYVa25mfGSGt1pR0a18/773nHk58/yyBxAKaLpgLlShPZ1BNlR9pVqatjVjsKpf31aDp3es3Yeg6Tx94gLS7TNe0k3KpVh+5aWUTIYvk++a1NFfGkKaJq1pifn4eBUmbSGCgUE7akEYUu1fQuHkHmAbOlto61cIWbI4qdcU0FakSiqzFjFVYaFmCQ5XUl+ZZe82tzO49DQhar1n7Rmi8/5D8L42DEGKzEOIPgIgQ4mP/5vhTQP1fve+/k8wMn+Urk8tQNcnJ5l5ORpfTHXmERZ5ZNMUg47vAsVX/xKjpYnHzHLH2e0FK3qMItrfVQvCJ+GIyQ2HCfQlMM4olvYuFhkas5TLdx54jMPMMUtFZpDdQVWPkrJOUZQVV8aAmC3jzRe7rvpwT0UGqA0m6K1sp2PI0TM8Rs00RdKV5YuNWnGqFQtFB3wU7c/UNRKoxsgUNKQR7D2ymZR4Guus5nn8Vm2Ln98p5fluxMy9M7k/nWVw5RveEClSQS9uRQrCuEES2RMhZ84ymjjPjbOFMLIxpqHg8MUaHDqNaq+Qrl2gADj6F4anNHv5c+z/wzOaXceo+8vY5BgZq2PGWjk4GXTX8t9WZpFJWaI8eIacqbGqp1Wq6u7tJpyMUKk76G0+iCJP87HLeesHBNQ2HkVJwJtNPyGaCMBELFq5esPG44zio0Ot8BiGtnN+7n4LfwpwW5T7rTZy0rEYCUwuLWNBXYwiduB7goWo9rbJAeXmYR7Y0s3rPKFWpEqhG0VB4p/oMzp6/orH5X/jE/gfJNxZoCAXZ2mTBIXTGZZg32feQlu107YoxToZwJYMpBS+ELiOUsVNwWDm9bycT529BrVoQCO5++Qru3H8HFULoqokllaD99AX+sP0rDARqfR5KqYm0pnB07hjjuXE0w0EltZor6t7P3132VXKjH6eY/BR3LL2DU7maslrhcWCx22no7mXfeAaL1FliSoqiiK+phdjAKUo7FPLhczRevIum3b/LUc9aGkWSq2zHqQoLQ+JKmH83AVFk89zLoChIQ8enpzk1NIWiKNxxxx3U+dq5IbqLgqtWKzhl7+JP3/0PbN38IYaPHGRu6CK9TjtzxQqjsTybu0IoiiDU0kr/1p3/ZrdZePYbX6W6sR4zU+HZV0bZ7HWyfqKIrdeHMXEWq9BJ5iu8e3ULwpB84dUhJg/uASEI9a9AGjoWr49Vq1b9yj6OtLUTmxwjrcZRFQt3feC32POPXyJnaYfqNIvtizi0cJjYoUFeoMqLjhbClShdbb7XPqN58RI0n5uvjv0LrrKFjlkbp56rkU9bVIWtLWFOyU769FGcHjd6fIFKpUIqlaK9EiVuDaIXIkh9HkekQDSbR2loYeJUbV/owkB4SiwuTnJa6eLmUo3F4EA6T2t5jvb+JWgDJonsLP5IA1an47+s3/6r8r+LHKyAG9AAz785MsCdb/zS3njx92ygd+lKDoR6eUm/jFV1R1ik7aFz07eo1h0h6R7jeL4RicL1Gz+M4hOUWya4yrAQajqOEBJZsDGutuMI5yl0LiEX9CHNEkWLhROd25m0pXFVFOrxkvQNMLevG0PG8SoGVQWGvK38aMm1jEQP41yp0VrqZSbswJfqQTFsTDsv0JRXsbhr3u75ukXM+pupLy0QrZogJd5EmrIGJW+ER4MVRnOn6XWuos9U+ZYs4qlcYNNIjow6g8Pq4VREQzV0orHjqGYjUWOEiexp0v4Gyt56Cgt2fN4oxeIl3hh3AXuoyvjkccxiI3Oz3azuWM2L52u8OJVsjEK1Rn5XSSU47V2CIk1Myygg0edro0Y3LH07AE6nE39dCwuxNtojZ4jYqqRHtzF/qhtH5z6ORZczZW0mWDyO4k+jzhRIRA8iZZkPiR/h88QJNEpEOUXeacMUJre1XyTjqKfU3MVCqp8x9xh2dYQXKj24pOR6ZZD2YpSHd9xFstXCOdFOb3ma7KJNbE9IhFrihqEyzgqMt3by4F/9kMVmFClhDjcWw0qm9SYqs7swrQm25k5zQF3CmfZlhDIWst4qwn45VqMDkKhKmIIcQ9d8BDK9SKdJpaKxp/ElhE3lG3O1zOxbZ97Dw4N/z7dOfoa/Ofchrk7fTXn+Fn5n3T1c3bmLtmAjpbjgPE5OZYu4VYVORy2N1bpkOQMVL83FKZb61pL1V0haXaiVEqX4V1hY9wOKzgzWioMNHVeRki7WK4fYZo8yYVlMoWhj1/RT2IWJQFLoWIxXz5Ksatx00034/X4CajuNWpm+uRr9dsM1f4TP38Ga62/G7vaw7/6f0OuyI3JVTAn9jd7X9tfyK6557blqXcaLVic7o1OMuRQ+Piv5sTuMzFY5riawmhVaOmsRtUcoOL1WXj01x/zwBQByl/xRIxFjdnDgV/ZxqLWdcj5PIj+D3xIhMXSO6QvLkIVXsdjsXLHkOkbTo7x6fpi/kAUaS7O49ALrW39J+KwoKqc36ESVDDuH2rDqCiP7Dr/275v76ylIB9MyQmtfK6mxYZCSudlZvOkZYrYwpowgZQ57MMvk5AXat+ysKXkhUKvzlENzLDNHOar10TlVYCZgYSpdojE1yJL1O8numSJNjPru7v+MOvu1y//SOFzqhP4zYJOU8s/+zfH3l6bB/bcXp9NJyNHAHscSmlxzdLc/QLNaR+uZD3NlaQPNIYVqueYFr2j14/EsZ77hx2i6k7aDnyZp86Mg8RYEpxeuBlXDMTlOOHEeVVF4esMqplrbWBVXUIQgXX+S0lhtuMHSuWF0TeVk6xKkItjfuoTkj/4KQwoqzutJhFZTn4yTU0pcM7SXdF2tUej+nbvIOb2EyjEqgMjrKOUw53rsTLeNc8KyjTOp41TNCpNKkdHyId48M0peTGG1h+m84iSDrd30peKcefeNfGy1i9m5UVA0rB4nlXKJYON2nK4kdndNqdfXD+NsKlGYdxIdfTcORxNvWfoW7FkXopKhfsSK4vXjdDp54Nmj5DQ3DrMApoV26ywLmTY6SyZW85ejx5NaiFy8CU0r0dBwaerdih/jciR5ZnQXplBZkpnB29aKKJtUKi4+Iv+FAesyNnzsPho7a2mOJUtrCujiwgVQNXRPgEJxmIW6MzxTuRoTwfViFt1aYvPFw1QdS6i8+485r7WzzBil15zkwYY/Zku+yOLROfJ2eHPdLL7K/ejJi8zgJWTL8MxkK1e8922MJ3z4vQu0s8Be10b8mSQWXRBvKPPOTy3H5blAY3cf17YeRFImq76AIx+mavNwvC+NLqr8ff9nuUz8AKua5ufuw3xaLXLaK/AS5M2lHt5rc9IZdGIYBtv0YYSEP3thkFPZAss9DpRLfDqitZ+0xUdXeQ6n5mXeqFB0eFBtsHBaZdXab9Px+1ewr/gYwy8/wDO2jeyonGSXGCdUibMpcZDGygJOnx9pGFj9ITyiTEmx0baoF7NqsO+p81iUFIFqutYMWKg5AVaHk/U338HoiaP4FqZRLjHDLm745TVOTNQMikQQc0zxxK478MXmaLysGW+0xMT9B8Cm8tjZPehC5U/eegVeu8bjp2fZ1aJCusrUle8gEomQnZ+pRRBuJ4/+7RdJL8y9dp5IawcA8eQ0AWsD+/7+OcoWG1VznBVXXsPlnVcgdSefK0qcmFy38Awxa4hrumud/1JKvrfnexy0XGDZiJd+b21gV2rul72+m5bU0k+HzMVU1BzlfA6llGdi8AKUigi7TlmtpZDsoTIQZVHfYrbc+XaQEncoQ85WxCoMTqhL0KqS5xQdgaRfzhOZa6AqyuQKSeo6F/3HldkbIK+n5lAQQnxJCPGkEOLFXxxv+Mp+A1KqGnxuTwwFg99e9R3OlQ20dCvOfCt+6eJN81mMUgtCKVLIHieR2EPRP4jpqGDJt3DGU/N0OuNzXAw7qPpeRctFscVbKCHpMWcxVIU6+yLMfBTr/SOUjAqq8HH08ncCUOf3IL0Whlr6SchWXs7qBEpbcaV2s+3FZwinzkI2TXM+ibQoDLo7aVdmqCvHALAki0T9dUx0Luagw4/U/VQVybPTP+Bg9l6umx2mImdxuiP8oOFqvK8qDFu62dQb4O+XdODq9jBZGMLlaaZOKWDogomBeRRFEgjOIiVIuYvJbI0hNBEbIxwOs6VpC21RN87RQRRDwdPSRiQS4cmYE381hV1N4i8HuEE7QKkawV1YzMCePa/99geTNlKpBgzdgq3pKHf+dhPv3BlGChcj6XZsikFLcpqMU6IqkpIOJy0rWfcHP8dus5GOXcTw1JGbs7N1fiuNxdq1sFbnUBcSpMfey3w1xNXKNEHrDFsabPizVXYMnuTCzCwTtmacokwqqLBq39fRY++ga9RkuMtKhCS9DNdqAtUQ7dV5wqtuY+i5oywoGZryMYrSSv7cPLc9/zMARp1xpibPkV6YY831N4OziXZXCpGbo6we4JW+OGlXlfYcOF58Al2YmLYolWo9o61O/iQ5z3PRn3BUNbm7rBH//lnOHDqJJTPPonY308NJTmeLrPDUusGr1SrPXajRtyyvFpgvjlOyOVi8dIRwf4bUqAuqdVg9Tja9/52k5mY57ejDLqrkCgO8bfo+1qWP07FyLVJKmnr6uP6GG2gK1RAyZwcneOKf7ycZ3sc7ky8wYjSiOpxcuHiRXzD2r7rmBhxeH+MP3YuW1dE0hfbQLxE2h+5/CAnM1TcTSC9w53Mv8+af/xOx+GFO5/bwxOl/5JXUQ/gnzxIPtNHdEOQDl3Xx3Ll5lL2Pg4A91TpaWlpQSwW8dQ3c8cefQ5omD/315ykXasCHUFttVoleLROw1WGxrkIpPI0QgjXX30KHt4u62Ccomw5CTfdhWg3ymosNrQFmZmb42ve+xjcGv0HEiLBurI6m+nqEcFApG699l46QE78m2W2uwFscQggFj15mdrAW2TRasxiyNjHPESrh9c0TDmdoXedH0VRS8TjBUs3Y+JxrkEieSGRoLc2wun8l+mCWyiVOvbpLlNz/t+X1GIefAANAJzUSvjHg8P/uDf9d5MX9Z5gRVq7teAGfFmOyqrCCWqSQtZWQ5RuxFduwOMc5ceaT2Kx1gA1RUVER1Gm1/5tyOEiGn+TROh0hrJSEYFl0GlOpYpUqAUcj8UKcScOPKZO4HfBgurbJd0zncNtUli0IDrXfhgTyga/ytase5GI37Hz2HPZigqvOH8LqkehxcFSqBKpJLEYV10KG3WtXYAZKzJavRApINtvI6QmMhRSGTFHydvBi80YiFoP5xlvRhYVOYy8WRfBZrQhmlRZHDyombqPCzmTt8qqqQankornpRky7C83ioDA3SSgUYv9DD+AbHcewmzy2ZZZULkPWFmFK8bMyfZqSR+Kuqvgcw4DBbGk7x/bvBSCZrzCQhKzpIJVuJF93Aic2otFn8AevQ6JQpxZQkLREp9imqrwgW1j8kQeYGB/n61/7GicyRQotbUT1iwSMADlfjmvvuJZz6kX2em5kptDCPW1P01axU1Qk+q41nPWfpW9+ksr8LKV8Lf0h1CwrjsKdr/wMRwXmvUH+6dQi/jVzHbpQmDADBGZm2XjrLk6ePI3XPc/O4klesq3n+MarCCSjSCFJeCs8cd8/4vT66Nm4BSO0ge11IwhpsNAzyZwvyrZTIaoFJ7bifRy0hRC2BQrVCMJeJi1tiKvfzh8YeS6uClAZy+B+LM0KTzffuH0NODWqUrLS42R6epq/+7u/46Uz0/iqaXzVNFE5xcqNTxMOH2H7HZ9ESsnpF54BoHXJMtrXbsA2GGWYJvqYQgDd6zfTtWotuUSMLW9+JytWrODO226s7Y0njjJifZzrJ09SxoIR6MMdDJFMJllYqBklq93BhlvuZPLUcey5CnaftdbMBWQTCdLZGco2DyWLHWt9HZ2jr6CqHex/4Cecjx0gbGtmJjqMX8/SGnChV6u8a30jXlnkoGcVi9s8ZMaz0LsUh6nTungJgcZmbvrYJ0nOTvPE1/4G0zRwuD2vdRI7tRABpUpVidK3eTvecB2vDEYZSTq41Zog6jvFs+tm8IVN9r6ym2/+yzd5zHgMYRF85/bv0LtqA8NHDqJgoWrkiU2MkZqbJZ9KsiHs55BcTF91lKa+xajZFMnpCTSrjbqKgjSiWGx2NKfJokVHuXDxbk6ffS/2UBaJpKc4w0WauU6r44wqmZGS3uwF2gt9aBEHOXfNeEQ6ut44pfcfkNdjHEJSyu8A1UuppnuATW/wun4j0lew0xcW3Nj1LJNZhbqqSXNiLdKv0/q+dWRwkK8Guar9RTzaJGrwE9SXb0EYKhVhcGvKStLuwlMoocS9+O27sNms6MYkVTOKYqq0mxEUVE57fcT9NSy7bVkbjlwN918s1nPXqGRD2YLNmWWzt0j32DmqmiCzsZmx5V52vnQQzdC5o3yATv8Uy48/h4KkoTSPIq1kQ00MB8oY2WWoXgVlZxIhHIDKrG8x3w1dzWzFwcptaxl/70cAaEjdS7WaYe7cKYSiICL9IKFBz9BQTmOWaiFyKtVEacqFgoLqD6NkUiSO7efAz36I7vYzviqGbtWolA2ena1iMyr056dYUiqQlm7mQwaac5ipQhdRveZx7huuNflMGn6iC20Y1iznpz6PYRRIi1sAwSI5h65qbD22m2sq5ylj4fGTUzzwwAMYuo51YYrLVq2kKbOdWH2RQ/WHeDDxc84o1zDhbCPiepy+0XYsVSdSCA4MHWIyMom161I+N6MxL/20l+YZvnwFHVOCnAPe/9WHWHPTXeS9XkbVEAKTLf1L2P2P32XKksVtz+IXeQb77uRgz2rsLe0YVgWpwHw1RiGT5nsf+xADccFc0UPZoVMemeF3lv02i2bcBDNW7nXW8ZIaQrUuYJgaSaPGuPmzmVoRsv2KDtLXusnJIhui7TQeX6Cxr5ZWLOYrPPHEEwjDZEaL0GPESVXm0etPoCgQCX+B9t7r6Fy5hlMvPMPk2dN888PvYfzoIRzxBZ6zrmGtWqsVda1Zz6FH7qd58ZLX2D6X9dW88LPVMZZGp+mUsxzc/lVksUi4qZYSvXDhwmt7aOVV1+H0B9BTZXS35bXXX/r6tzAUmG5ooj6b5Ob3fxSkjoILw9Cx2O3c8onPcqS+hsqpDJ/hh5/4CE9/+S/YHNvHvBZic0sIUTX57ukZqsXCa+mWtmUr2XX3Bxk9foT7v/AnxKcmsblqEYspwjRYLSx3bWPtppuQUvLs2XnsUvKBciNXnGgk5yyihr7OM3ufIdOXYd46z6c3f5pOfye9m7eRTyUxZAZJlh984iN853ffzzc/+C5a9DmS0ouQkqb2HqrpJEZsgZJqwVbwYxpRclY3585dRbHwTlau/A5r1/yMls7LMc0yK/Uhjmm9dMarPOc20UydyxUH7oIH/82LWJgYxeUP4PK/YcMv/0PyeoxD9dLjrBDiBiHEaqDlf/eG/y6y6No+PJ4TWNUqJ8rQVoSg2opzaR3u1gCTSwOE7AlubLjIYLqOB5+YQp3agKEWybYKtiRNzofXUJJVNkTXccPJBaS4DjApJTupmz5MX9ZFUc+Rn32RssyjKgEGpjaxs1gEFEr2FqyGzv2uMlvcIWyNbpSoD5dh8mR4nKW9IVJLlrPixCnshsJdJx5j5clauNtgU6lmTUDlucYPI4om65hlWWUUo6Ge+cZ+hjztGKgolSLL670cTOXptYNTxpmff5Tx0ydo7O6j9bLFRKSXbiXLU6Fbqc/U6g0z0z1MvTyDTzpJWSwI02D+9HG8fctQepdTVx/GW/WSk1bORDWW5YZxSJVN5jmSeDhFmhb3OapVlTlHhGw2y6tDUYSAKaufeLwFDI2s7RUcjnbufXkBBZOcxcZzu24nmIqRShyjxaPx3ZfOoigKSyN+7MkFtlx1Fcu3t2MdD5IpZ3n4oEqqvJxNiYPcNlHHXHojXZZaeWx0YpRNTZt45+2382rvKvb1ruSUuoil1VGabvodZt6+mdJ7b8Th8xNctRQFGCkEuMYSx2bOoZt+pKXAsuQIUzLM3OKtWJHI2AI962q+UsELm25/K5G2Tuamx/h8OMhgQ56GhIP1Zyp4LFVaUxYuugRD7gwtSq1fpWBx0V/vYjSWJ+Kx0RF08PLJvextGqLYNkDupRm2KUOgmzz4yLPMzMygK1aqioVLqyDSvJmjR24imawxFK+8+gbyyQRP/9OXUVSVpu1Xotc1Mzur4NZq/SRnn9tDMZVjy5ve8dpcgPJEDIeoUDAsXKkf46G2D3PdFbeTi8cJ1DfQ3NzMwMAvC8IWm53u696EYQiyDoW8YSClZOT8cc4u3sFCqAFnJkFL/1I6+tox9NpIy2qpyGPxCeqSU1S8Ye745J9RLuSZPHuKFWKOdi3PQweHWV4ZQhzcD0DdJY86oxtMrNzM4Ac/xdl0nh/+4e9QzF4ioiyZzJXG6PatQf95lMm/2MeTh8fYKBVE0KR51kLo4tUYxHml5RVerr7MtR3XcsuiWl9v76ZtvOMvvkwgUIOqd6xYwbUf/n0CTS34MrXvfchczFx2BAClWqa1rx9RbUAaMRKBZuoi21m16v2EQzvxOlczOZYGU2I3K5xR+9HzFZ7N5OgqjrHOuwnH0hD2ngDRsZHXvuP/C/J6jMOfCyF8wB8AHwe+Dfz+G7qq35CcHRpjhecEuYqDQ4aFlqIHRai4ltTYMYca7Ly17+dYUMlPL5DIPIxl1E7Rd5SfOi9QUuDGOY2n+1vQiFOwNpKtm0MRLgrMYRQXEbG1MJE/R0FOIWWOOlcVa9mFtBdAtSCEgnVznJRXwVuBodHDZNds5pO2nZxzaPwoNMGyhnci23zUzc0w2bWG+2+8lopmp95eoVIxKOUNzLgbkHRXZjh9/Cpy4WZ2u1eyzB4FKbGbVVbUuzmcybM5GMLjXsrEyM+YHx6ibfkqlm1qISIDuEWOe5uX4p3WyCXCFAoh2h0NBJ0+DI8fNRih2NjBnMVFR2cn69u246l6OK/XCnbL0ydRFYFLlKlXJ7igShaFaspo1Ayx/9U9vHIxBgrk3BqKYqWcqEVU8wMKh2d1Qkoe1bmYM4tW0Lj9g1hsVhoS55go2dl85Q3MnTlJU28/dpeb5TtbCRdbqMR3UE1s48p6D+syF9AqGbQbZ7n5bz6Nx+/BkrWwtXkrbW4nW5Z0cKKvm4uWFtpZ4PzkHq747HfZ/pEvAfD0oSPksVJ1R3jLMjvjx08S8yjUh2Ns0s/zrGctL6ZL7KJEpVhg0dK1aIpG1y1Xs/Ut7+Ta3/84g2+v42JbjialhCJhz1NPYdeq+DN2zjkE5+wWllOLHsumlV1LaspoU1eIwcFBFhYWWLVunMnur2A6Stw20IinlKc7NY5qz3BsqoAiDa6x1rxpp72HcLiOEydOUCqV6Fy9FofHSya6wPa3v4d4oYQlNkOzqXFY68epVRmPj1DqW8tzD73KE1+/n2MPvMp99/8AryWLo1zhadtl3Hn3FyhmM+jVCt5QmMWLFzMzM0M6nX5tH4numvdvei0M5UucfuQZykqJfWs34K9rACnJRBfoueym2v8XQRRh58JPvk1LcZql6zfia2ikUirhr2+gpX8pV5ROktJVHPkk26f2IIXCQ4qb244PsuTV07z/7BgPSwcP3vZ+Ajuufm1UZrp4nL3zP2e0Z5Dz5mH2xiZJS4Udih21uRaZZcvLWDd/JcImiDgjfGbzZ14zjkIIGhb10LexNr0rv5Bj6Y4raO7rxzI3gEOR7Df6EcVBPOGaIV61fiWG4gEMor423va2t9HSUvOfX/ze46S02tpyuhWnWMMBdHJS4fpeP023rsZ/azd6tUp8evL/mZQS/J9nSKtAj5QyLaU8I6W8XEq5Vkr5Rk6C+43Jmak4K8NnGM9aqQqFzlIHZaPIVPwIALH0y6ypP0Vk+DY6z/wu1yQ+iV26eWU+SUw7xlONFq7PCe6YOE796ErcyQbKjgLFUAgo0+AMowoNuzrLTa0JPtL7KuWAzo8iVdLqWRSzdkPec+NtLHfVcM/TiUF2vvv93PKOf+BG7NwfkJzyfosNnq2MRarkHYDLR6mrn3KhxkkoslUsMws0yBRWqVO2WniwuITVfR1YLJKQmSGreCjYVfKGyWa/m6amNzM7OIGUJu3LV6JYVbSGZhCSuXQfL7dejeas4eqni1FKxQmkorDynb/F1lvuwDAM0uk0SxrW4yoHGTQidDvH8BhJ7FoJueQWFrn3AeBt2Y7qVxnT/bx0+BzTqSKmAUF3lq6uLibnO5C6hYPTW0hLBzcqIcJ1LuyG5NY3bWfDez9Cu6u2lodeOsXC2DCdq2oKyeqxMBrspBK9jg5bjlUXqvgibRQsQ4z7ziIUgfRKguUgWxq3AHD5uedxFfIcDtZQKfHi6Gv3RDSTIT8xzoge5GN9Jod+fi+LV1xHUmRxFhIoQhLt0BgvSzbna01XDV09tLhbmC3Pk61k+eBzH+SFiRd4d2Ulf6oNoQoTTTWJFp2oFRVrRaGiCJpSGTRFYuYN1i2qIWc2dQXZvXs3bW0pisWHaWq/g+Ctq+jIqHx0HpxC52KxlTFrO8tcCl7FhtXmZG74IjfeeCOpVIoHH3wQQ9cxzRoxosMfoHD6CBa7kzd95oscUvuJ2HJYjBzNi89hbz7MRf1Fnhx4gmLzAGv0QYZpgsi1CEUhl6h9T/cl4wC/mlq6GKtdG+m2sP/CIPseepgTSzaRdXm4Y1mNxHJueJD9D/wUm8OGlAkU+3r8mXlUTMb3v8y9f/gHOCoelGQH9orBZ//2i9y4vIGT4Q081HATD656E38xFGN6JMWKiTJLTmbwvzRP6VyKH3SufG0tsnwKhODIsw8zyyiH+7xoiuC62xYzJ8cxhELSHuADu+7k0dse5ac3/BSv9Zfw21/IqpveBEA+Wev6Dja1UEynWOdxslcup7MyTueKGkijXJ6iotQSLIOVX6K1hl46xd6ZEzR11mo0g3oDV1UbeUIUcRpF7nnnzXi2N6N6rMSnJjAN479P5CClNICbf0Nr+Y3LFcsrOLQy0Uuoh159A7OFYR758bd5/zPvpt/5LdLVZsToWpZ6VtGlpNBNEyN/LcnUbdzfAnYEV0zuomwNI+afxTI5TCFYR3bxSprDSykYBcrajdjUv+Jvpm7kQLwZe+gotoKJXYRwyQwuv4NNFgsGEr2/h9alKwD48JWforNk8JcNJ0hpVRpLg9wi9/DA2p0I3aDeYyCQBAePI0su2iwZzul1/DS9hl3L2vittV4k0FKeYcES5BsT8whgk99NQ8Mt5Gd8qFbltQEirvU9KFJw2UKc+8Jrsdvz+C12JpQoRVH7jRqf/S1GjtQKndPT05w6OUkhs5IKGpfna/wwVqfJjp3XYHEP4jFMXjnWgW7RyAkHp8u1xqM2kWRdNUc8nmI20cze/W8may4B4Cqrk8frVMKGTia/wFPPPEtPU5Bee5GX52qsj52r1zGfKfG2bx3glVSBdSWNu0pN3PjbK1myfRWunGA8Xgv9p7VpHIYDl1HLS8dPTbHt0PO81Lm91q1ajlHJ15TAd/YcREFS8TSSf+lnBJtaiEvwulJcljnJPmUZM8FaZNkSm0XVNMKtbbR4WhhIDHD303dzInqCv9r+V7x/x2dQBNQ5ighHmKa+ZQAsidcw+9b4DdT7QOSr1DW4+ME9G1jtKxNPDNHR+RJu9xJ6uv+EiS4X+0Mq1w0b5J1tZOcLxG1htqouEuVZQu1tzA8P0tRQz3XXXcfg4CAP/OPXKedzCEXh0S/9OWqlxOZ33EOgoYkdl78Lu9VAy1d4y/mnWDZ5ivryPPbgHDePH6ZZxFiQASbPnAYgG68h4zzBMOFwmFAo9CvG4fxslia/HUWV7DlxiqSe4ODqy9jqUrispxbZvPjdf6aQSXPTxz6NUCWyMoZFaQMUzFKEYsUgK6MkKge4eNYgMTbAH13XjxSCUt0iZlNBbHvmWTi8wNhQkjqnhR29YYzRLPLVs6+txZQZIm0dvPXzX+Kuv/4aJ/JONi8K0bixiYnB8yRsQdxejQ3r1xN2hAk7wv+ubnCF61CEm2q1lsINNtcigRVBCzMyTJ2eJNK4lMvf81tMnxvBNONIBHMVN/FShcxkgodffpLGUBQzeWnsqL4LV97kgGlyWaOCN/DL2sLCWK0OFGn/b2IcLsk+IcQ3hBDbhRBrfnG84Sv7DchQWfDns3YSGRObKWmtrGK6MIQjGaSlfIGgPcHuk90MZLy4VEGDM4zbeogV4tvMB9xkTY3JQoFOdxP96ijICngbGDAjOEyTZjNC3nqQTGEGVQh8SituI09j3SFcJQ1djRAJ1W6cJdkio5gUV1/52voa66/kpnQjZQFfav4Wt9vsbMgv0Ft0EpUGjtQ8PlEgl68VEUf1AGfNem7wTvGVt6wkOTeFEILm/AyGUHlhKM6f9zTTYLOgaR4Ks2FcDXkQNa+ns6cOh/TiLyVZJ4+BhEY9wJyaJkHNuxpxrcGTn8BJgfaWCGcunGaq2ojPEqcuUfMgu3ZcQX+DmxlXjqXSh0W1IKKX8txGIy7K7LIO4Y6nUS/Nqu7QG5gt+lnksqF8cBllu8qKPY/y7X/4BpVikb6gh7du7SFl8ePechOjpo8bv/4q52czfP1tq/mH39vMOz+3iY7lYeo7FyEkJKemKOpFTlZOAjA1VcPdZxYUll04Qouqck7poLc8xfjxIdJVnamTp4mbTt7uniETXWDbte9huDKD35+jlSgXum7jKOtZbM1SmBwl3NaJqllo9bQymZ1kIjvBP+z6B27ougFfbx8zm35A6853UsimueK9vwXA0mkvO1MayaCGmk+g5HRmy1Uu6wmzf+/LLFu2D0UxWb7sa6iqjZO5In/db0eTgt8Krqao1aLMzVnBTGGEnvWbMQ2DmQvnWb9+PatXLGfq0KsEO7ro3bSNarFANdzI6p01RtY1W3egL7uDqlR51HsHVcXObcU9fHzh53TJWWT/NUgEE9EMqbnZXxqHUBghBH19fYyOjlIs1q73+dkMSxp9NAvJtOri2PJ1FJxO/qinA6fPj9XhoJTPsen2t9K+YjUbLt+IYUyimzOoWgc22yLMgJ/6lV68wSCV6ike/4vv0Rp08t5tncSyZa5dWs9f3Lacp353O6c+dzX/+oHNfPOudXzupiXUzc9coomuIQB33fNBmvv6GY7mGYnmuXpJPdVqlZnRYWJakPWL6l/X7GVN2NFlESklweYaVUi3t/adT8suzo/tYc11N5Ga1JF6FOENYaLy2Lk5fv6D+yhbMhRDWd5WeRkAWzHMy1TRhcL7bt7yK+eKjo1isdkJNDT+H9f1m5LXYxy2AEv51RnSf/tGLuo3JWWjTFLXSKsKnbpEUVTmi1Mo7iLb3En2zmzAPXQ9qXKOE9ZzAOxtsPHy8gJTkTKe7BAnM/MMZk7S51/HWzrW81HvT/mg9jiNshEVFW/fIoYavgNAj9aIz0zy7e1/izRNTEuYpsURYpPjtGQl54XJgZj+2vo0zcOKbU3cOuznmEPySGiBquzjlsmTOM3jqNExqq5awVXBoEFO8MVtg0Qqc0xNTTE6OkqooZGz6zcggV1YeW9LLU+aiUXJxyu4mzPMzz8JQKfXwZTpIUWGq+YSjOZuZlGpEXlp61ksGnLpnQxbFtPONHdNfppq2UZcumi0H6dadACCvsu28MNH382cKriqbROfePsKSjsa8Bu1PHmdJ80jlaW8//c/wYc//GHqI/VkvIJTwmTH8jDPjYzQuTBNeyGD6XTjnFvg2IP3Mv+dP0WTBvemm3jHtw/itmk8/NtbuWllE/UdXmzOGlrmF6gWZ8LgqdGniGkxFFWpGQcpKZftKFLyyQYPp2zdLDNGGR4+zJePna/RYjgCzO19mqU7r2R0cBbUCk3RcdLSxfKr7mJI9LFZPcf86DD1XbVzrW9YT7O7me9e8122NP9y47dedzN9Oy4HIDo2gssfYFH9NjoPdWBLFvAqVUTFZCCaZGxsDFV7HJdrjsWL/wKns4Z33zM5y7zNINujoA5lmXK00VCO04XKVGmcDyQDmELhc0+/wPvPjKEWsyiGzozqpO+K67B29lG/ZhOapr22rrW7rgVg3VUfYt1n9mH99DTnbnmMc7f8nKu31GhOMhYvoyeOkEvEEIqC0+8HYPHixZimydDQEKWqwUg0R3+jh+XhANPhCIdXbqd3+jSnP/cHHH/6ccKtHTR097Lh1lqq5vn+N4NVB3RmOvfR3PsNPvoHd/HOT/2U2//kz4EqyaKNi3se5cM7FxF2W0nkq7x9Yxv9jV409Zdq6+6tnVxZr6MKGwgViaChuxYJP3uu1ih35ZJ6nnr0EdRyiZg1zNU99a9LP9jsFqTMMn72EL5IPaqm4dOnsWBy2OyjUK71fFSyAaSxUIO3AtVn9jGmz7Fk1RxXDx4jq7ipKBaWiAJPyRLNDsnaRb+6hoWxESLtnQjlPzxi5w2T1zMJ7vJ/5/i1DPv5vy07WnfwL02fZ8Ku0F32IFp0FM1C3fqzVA2N+y/eQhgPoTUTDE69zPnUAUb2vIDYr1K2BGmYHSdbvI9D+d2c5RyIXRzXv8o+NtFrBCmbJdrf9mZuCmVJG2lCjhZc1QpqpkZMJxQPrVv7OPSjf8UhbJxzCc5Mpn5ljY2tu/DFO7k+4+XbAZNPNl7ka8EvM2vPYTEUbq+rhbt9mYu82f8QOzbfgaqqnDhxgsnpaR7rWMqFvsW41RKVWOm1z504U/OmI91BZmZ/hmlWmJz4BocUN1KAEn0Tt1l+Bx9uJJC2O4nbVY6ePEy5avLDRdfxE8f1jOv1SAQRxxkqriQz60a56dm38rfpE6zCwdUbfp96mwXsKn0ijiE0iiak7R6aPLUCYV9/H4czVXRTMnfseYynH+Ga84eR3gDWjImD2/E438za1TtZpsYYLyis9FZ45CNb6a338D+KJxRGczkJpa386NyPsGk2mpqamJqawkiNoYtatHLNog5GI0txiAoXM6c4uecIpoSVqfPYnC623vQOTkcv0taY5PLyCZ53bWdPsWYol87+gHI+T/0laOxV7Vfx9B1Psyy87H9aT6Sto9YsdvoEkY4uipk0W25/C9a5c7Ska1vw0VeOsnv3d2htPUtjw1toqK8Vb3Vd52A0QUMpz+K3b+R5p0FedbJTZiiaJU4rguT5IvPWCJGzA7z68ElOP/EoxcUrob6Jx559joTDS0fXr6YrQpc84cR0bTaBarGyZPVlrFhz+WuNbNVQG6PHj5CNRXEHQihK7XdraWnB5XIxMDDA4HzuNdoM27lBsh4vJbuDT3R04fD5eOn73yQ2OY4nFOHAg/dy6qXn+OmBKUbqVuKyVLh8QbD29kexddcMUqiljabuPvTKafZ8+ygeu4UP7ezm0FiCi/PZf38jx6ZRRB3IPCD56Ks1VNGzZ+dZ2eLDyMY5eanHJmYNsa0z9O9/zv8gwcYAIDn15NMoqoq/oYnM3BQrHXb2mktpqsySGJpG10NImae7vo8/tMwwXRpgSXuBhYES/UzwSeV9CJefbEXntIC3bOn+lchFmibR8ZH/p4rR8PqG/dQLIb4jhHjq0t9LLo3z/P+FzA4eJKmqdBXbcS9tJdIWwdOc5OTYGixFL03uPUzsexm3y8lPNx7gySvj9PzuJwDoiVxE7V9HsXMp++2zHNeG6TIbuKW8niazgYQljWaxcK5hBSnXCUJWX20M6NglGJyRZuTMK+SGamH7fL2ddLpMIv9LVtNw6HLCS+a5cegtdFZhn9PklqSPzX21Dus29wKNlSqbUocJtXQQCPSwaNEijh0/zks9KzlpdbHz8EH64hc4PpmkWKnlUCdOn8Dp89O9/E7S6WMcPHQ9o6NfJWFzAwozsSzlYwvMNOYRgN/UiboimJeW1tTVgui7k1npRRUlzvnn+M6WYV6MwGah8JPNX+RH7z6E39dKg63m0Qd9FVRTp5Cx43BYXuu0XbduHcVANx4L3HDtNp5ctolJoeEfirKx8bsM1/09YGVwZClv06281z/F5uPfZvrI3l+5llXDZDpV5NhECjXSQiAR5MxoLx7zXSxoPqZmZnniO7+HTh6h2vn8ZIz5zssA0MpRFmVnMRUr2bGLXHbl3Tz9ncfIiiKUU9hEFXXjPTwwl2Szz4k/W6udhNua/o/3mFAU2pevYvzUccJtHcSnJll13Y14w3U0xA4AkKwojI8rHD58B3v2tPHDH/6Q++67jx/fey9zNheb68Nodgv/qlQIVhLcYjhYKIzwjtuu4MU/2MGytWtorES5cnY/mlHl/uISvm1ZwbP2JnQE7e3tv7Imh9eH3e0hfsk4/Fup89iwaQpGfReTZ0+TiUXxhH6Zm1cUhe7ubkZHRzk/W0Mt9da5Mc6cAmC7nOembVt5+xf+lrd94W/pWrOehdEhDj58P3/95KtUYmUuWNvIV634r/kYTYuX/sr5r/rgR4EqWamw5wd/y00rGxECnjg1+z+ttZBJk41HkZYQYCKAQ48d5fNHRjkxmeLqpQ3s2bMHm1mLyDPeehp99v/jNQPo3VqDKMdGapDjYHMLielJNjb5GZIttFXmObtnH6ZqpbXxMl4aGmBWmaZk8THhiHF39mkeUbagdl9Po8vFEVvNKN22tu1XzpNemKdSLFLX8f9GZ/Qv5PXEMN8HngF+sQsuAr/3Bq3nNy4T0Ro7ZnupF/fydpZcvxzFIjme6qOhNMHU9Anal6/knX/5FT59298Qs+X5WaFWqOtpHKfW02iyZesr1N38IAuuLEHpRkEhfFk3x+aP8WeFQ7Qbg9gUC24twEs/+BYA5eKL7Pnp92gO94EmCPb6ATg8/svJqE5nBy1rIFPK86XRL/Lji5/lqthvc8Wy2pCivRl4W2oet5Gns/96ANr6l/BC3xouNLTTq8O2k8doLk1RNSRHx5NIKRk/fYK2ZStparwdRbFjGEVWrvgWDo+buPAyoyQxc1XOGRN4vV5kpcJb2mt03t5gkK+v3cTkuXPE1Aht3ll8mNw4Dffs7eXGtiLdLb9EkDRYa8ZBNlTZmDpKQTgpJEpc+fe7+efdw+RMCxezGlcvb2GkuZOJUAMt4+dRtTznNv2ML/a5yC/5LLKyn1imieYLboKBZp75p68wNXCWdKHKDV/bQ++fPMXWv3qRO/5pH3v/v/bOO76t6vz/76NpyZIly9uWHcczsbP3XhASCHuXUUaBFijdhZauXwdtv21poXtAKWWUQtl7JkAge0/HI97bli3bsvb5/XEtx45sx1kkgft+vfxKfHXHubJ0nnue8XlcsTg8IUIN86nYm8ObJV4Ih6gpmY0MtdGmsfHYv3by2upeGqSDhN5eLMKPo6WGcfkX8fq+zeyR1UyfmMaMtj3sI4uMSXMp7/VxRWoCxuBShEbi8j4xqs/ZmElT8XR2YLJYCIeCuJubWXTdTcT660GAx6sjK2kPzoxcYmMt+P1+mhobKa2qJLm1nkVZ6awta6W8O8jUzu3YDUk09FaQPWkqOUkWliyZCzJMdutu0mYuYvrkQkSdh/3VVp4wzCZsTxo0HiEEjnQn7XW1UWPVaASZDjMecyLBgJ+OxgYsCYMDt06nE4/Hw7bKFkx6LeWPPEFG3Vaymqr45cxDHczSC8ax6ivf5pY/PMxXH3uOPVlLQSf44aKxLL3hVmZffGXU9RMzx5A9cSoh33b2vyNIiBHMHuvg1V3RxqG570FLhn3925ID7Tz0qhIwn56qp6SkBKs5hi6dhVRn0qjiDQBFy88HtPT26UYlZGTS0dTIzDyHEnwOO9jbsAuN089euwezyURrzjzWSBvbdhbyfGgBL6R8lT9fPRVNr4btpnRmZNrIdJgH30OVcg/J2aeHplKE0RiHRCnl00AYQEoZBEIjH3Jm4HF30qJTngqcxnHoHDEYk1xICbs6C0jwVjP38mu45J4fYbJYybXncuOEG9niasUgJMaubABSUqrQaqvIy/0WpqIENnR30qZrJXFxLveuvZe0uAzq45Uv51jrRGKtdkBHYeGF3Pzg38kbOwNDuoVleUlIAW+VtQwaZ3LyUnpi2zCHHVhkGubcJJISlS9rDYl0GZSCtTHjL+LJ+jZu69ZSluzkrPY69O0BQlpI9zagEbCuopW2mio8nR2MmTgFgyGBObPfYM7sN0lMXEac2UCltOLSdFOja6Ops4VZs2YhhMDfF4AsyMlh+/bttPk0tPkENy4+n98m/IDEHWOI1SUghIa6+if7xx+rFcSIAJ5kHzN7WvlCzZNMzHdgNxv45ev7mffL9+jsDXD2+GReb+0ko62FuJ4eulJcPN1owHjN03z97B+yuPhhWmP/ShANnvCFyJCZZ3/6Q3779Br21LsJ5FgIFNlhegK6mePREiZ57Mt86/ocvnK28n55LBnIcDuOogncMjeba6dlslOfRzBkRkiItRewSVeHKdbMzTfehC6ulgmyko3p5/N8i5sYjeD8ZDsddZ3EpVppbPkfbW0fciTGTJoC0F+s1VJ1kII5C8gcV4ReH8YXNOLtKOfyxQuYbvWSWr8LNr+HY9cGrnv+b3T96Rf8/tUd2LQhivzV9Np6adc2kZSlfAbTC8ej0WrR6Q1cdPNN/PPaGWz73nKuXppDqDPI9c/u7F+pRXBkZA65cgAY4zDTEtCj1Rvo6XRhdQx2xUTy+PfUuihIsbBvxwasnhBPOuvJtQ7dweydug5cdT3MnpjConPPY9p5F6HRDq3+v/jzXwAC9Gg8vPire1k1MY2y5u4o11LzQSXLRwabSc0rQKvXc/EYDZreEOg1bDiwG71ej8/dSas+gZlZo68+1hkMaIWFYEhZdTjSnchwmLx0gZYwG8Pj8MQ00KTtIKGji0tvLKCipYTmniRKwpncE/wiG+rg6//dzh7zdNr1dmaaO6Ou01JZgdBoSMjMinrtVDIa49AjhEigr2+0EGIOEH2HZyC1FeW028OkBCUubYj777+fXXuepaPDRk8wllWrljLvimsGBYlum3QbupgcdMEGOlxZmM0d5OZtxW6fjcOxiPj8NJpCscjEML/d9lvqu+u5b8F9eCevoNnbTJF9LuagFa3WzoRzlmJPSiNY34PBaWVeQhwyTs+mStegcSYmLkNftJmQVKpPxy6fhCVe+bKae3vYlp+Ia8wYLt/fxDdKasiPjeH3ljA/mTKOlg4vXoMWgwwwRtfD+op2qnYp8YasicrTvcmUiU6naNM4LAbq/cr/P44rQ6/XM2PGDJxOJ01NTSQnJzNhwgQ2btxIr01xVSzIT+TgFmU1lZCZSlLiOdTX/49QyIuUktLS+7CHWwglz8SoGYMh3MN5lhaevX0e735zMbcvyWV5UQrjsu1sdXvIKd+DTpPEbvMiqio6eKSuFaZex8Rb13LvZD+phd+kx/QEJsN8giGB7Y1HuKl1Fz9elM3rl0yl9LLZ/OECJQg81dPCnfljcL/wJJqQAamrACTnLZ7G988v4r5LJlIdN5FSchBGLy3aLs6avZjbv/llZFcrFU9vo7Y3jikrv8QLzS7OSbRh1WpoPlhOZuEczOZc9u+/l2Cwe8TPmtWRSIIzi5aqCnQGI82VFQghWHz9F7BIN1p3N727xvHHb93Na0++wJ79pXRqYPuERayZs4KDDS1savQxsWM78QnxbKh9mYwJxf2fTUOMiSkrzmfhtTdhdSiG0GbW88sV45k7NZWG8g5+vKFi0JgSMpz0ujvp7XJHjTcrwUy1q5eMcUXIcHiQWwkgOTkZnU5PeZuP2IYqQuEWjHGCvHlfHPY9uO+dAwgN/Hz5uBHfK4DErGzyps8h5N1Ka0kh89L9aAS8cphrqamiDCHMSNlG3ow5JGRkoW2rRSCxeDr5b62bjKxMgs2NtBoSODtn6NTV4dBrDYRkDwG/rz9jqbejkXydjvXh8aQEXDhc+8iYv4m7/r2Xva05/Fj3L35u/heP3jSTi6dmsPZAM0/FJKKVIXQfP0Nv92EGrrICR7oTvcF4VGM72YzGOHwDeAnIFUJ8BPwbuOukjuoTIi41nRqDJM8XQ5NZS25uFnZ7Oy4xA4Gk4sAOmpqaBh1j0pkwmPPRdx2kqSmEw1GHVushL/duhBDY85RUtJrqOv534H/cOOFGpqVMIys3n23d77K59R18gV6SDDbipYlAswcZCKPPtJJh1GNKMFHb1I0/GO6/ps02nfj8Djr8LbiDLuIzUzCYTOj0GpxNzWyYWMTDK2+hxuvnD+OzeGFqHlfMmk5OTg5ut49uqxK0dXqb2FHTQemuncSnpROXmBz1niRbjbSHY9EbDHR5upk4cSIxMTEUFBTQ1NTEddddRyAQoL29nY6YVDLsJnISY+lo7AAgb+5cnM7rCAY7aGp+harqv1NT+y9SjQa69NnozDUIjQ3eewGA3CQL96wcxz8+P4MP3IrGUN7Bnehi/Fyw8jI0Lj8/XVNGVa8PbE701z/Phde/wj3njWXR1D9icASQshtr70HCv/iIzseeRyfAlpyCwWTmYutZvHL/V/D2XouhN0ivwU9KTh6502cB4Pf7aelJwI6bOFMLHQttpOZvZPWL1/HsL36I1w1PV03iQMkB2gMhLk+Jx9VQj7enm9TcQorG/xKvr4Gy8v874udtzKSp1O3bS4Izk4PbNvHS/T/n2Z//gLzmMvwhHQGMxGiLMcZeSaz1m8QZb2LT5IW0pExhq3k5evwUuXbiaqjvX/kNZOkNtzLt3AuirvvIJZOJiTPwrzdK2ePq6d/ucEaC0tGupSyHGY8/hC5Z2cdoHrwa0Gq1WJIy6AmCobkcIWK55PZLYIhsG5+nh4+37aZnTynTU/zEuuppLDtAe33diO/XvKuvAwJ4RBNrH/wDs8Y6eG1Xw6AVUO3enaBRHmZyps0kLb+AjY1+JIIVLe9w2QdP0PbK0wgZpsWYxNRM+4jXPBxTrBEpPexe/SLx6Ypbta2uhrmJNnbLseR6a9Hnh+jdmcDW9kJWadaRnj2Gxd/4L4sLk/n5JRN5qtDE7zDzs0kxiK521v3vyUHXaD7NZDMijCZbaSuwGCWl9YtAsZRy58ke2CeBzWqgWq8hJ+Dgki9eQ+GUZCDAuuZx5CaaMWoFjzzySH9+PEBXMERbUMOsBi0gcCS4SU4+D5ttCgAxZj36UC9NrZ3k2fP48hRF6C4jIwNh7KCipxJ3oA291kLXqwdp+5eiNWNwWhBCUOCMIxyS7G049DSn0ehJSFhEy7SnsVw6VokZVP0Fjb4XZ7MbiWRlVyMfzR7PFamOfp9qsz+I7AnSlTYG0JPS3UgwLNleWk/WhClDvifpcSYkgthkJcQU6dVbUKC0uiwtLWXjxo2YYy3sbgmwIE/Jffd6QoAgb85S7PbZxMbmU1b2K8rLf0VKygWMtefR5AtQNj4NvW4cno5m6ktLBl37jdZOEro6SXC1kj/HzNWzxjAjxwH7O7hjSwVhKUEIyJgGK+6jYtVqPrAtIi7XgAzW0e1/g+3bjDx645/Zu3o1yWNzqNzyMQ2l54G/BHprkXojK7/2HQwxSqbUG6+/jt8XYJV8h2ndJUzf/h67/vEWu552k6DzcEPOFnSORKofepBl295nsd3CY3/7CwApOXnYbNPIyryZuronaW//eMTP25hJUwgG/FgTk3A11NNYXkrujFmY8gJIoaEhfiwOixO7cR/64GPss31Ah9VE/q632WuyMaknjDHkJXdqMePmLyZv5twRrxfBZNDxhyungDfEdU9vJRhWJtdIxtJQrqUxCYpfvDWkPM2621qi9glZFckPh68Giw3Sp1495PWf+en3WffL73BN3TPM+/hhnrj36zzxvW/wyDe+RGtN1bDjTsrKJm/mXELeLXhdcxkn9/W5lpRVms/jweN2gwwSYzaTmJXNkhtuIzz3MuJjNIjUNF5MOZ+Xxl3ECwUX0ZpaiN1sGNV7FiFlbJ+UztqNGGJMWBOSaK+vZXaOgxBaQiEtK1u28fPAtWSYA/zqe9/lrFt+i9FyyH0VruhiQsjLFVcuZdLZK9j+5qu01VYDimu7u73ttMtUgtFlK8UAXwF+iiLZfWfftjOefSX/ISgEXeFMznngA/7y1jOEpaA9UMT3zp/AzTffjMlk4tFHH+XgQUVi4b0SpTFNWncXQRFkTWwG48f9mvKOch7a9RDXvnot4VALmnA8v1j4Cwxa5cOo1+uJjQ+DiEUSJhBjwH5xHuHeEJpYHboEZbJanKO4i9b0ZTBFSExchsjYSlyRl917vkp5xf1IocXk7eZrD/+Er5klcbrB/tsDXb3gDaEbOwmhicPhUb7gjSIu6qkzwphIJseYIhYtWkR6uvLlSE5OxmazsWnTJkpLS3HkTaHLG2RBvrJMD4TCaIQJo8mkFN5lXEsg0IYjfj5F439FilFPsz/AK/7ZGEy1gIG3//TH/uu6gyHWurrJrdiPTpPA0ovuRAjB7y6fjEEj2LmujkdqD01QvlCIb7+0h036Ipbd8xgXfOVb6A3d+N2P4pZdrHkqgKu8g25XF97AXnzB1cRb+iY8VwcAZQcOsHXbNgyuFtq1VhaFdjGlfg+VlTEYYyS6oiyeKb6XK3/xR/YVTGH6hrd5+f6f4WmqRyJw+ZRAZU7ONzCZstm1+w42bryQTZsvZ8vWa9i2/UZ27roDt1t5lsocPxGNVoctMYVb/vAwt/7pn0y6OBNngZKPXxujo6HzLZpde7A5k6lYfhnJWoEuJhuJZEqHkjxRva+bMVP1xFgsw3+4D2N5XhLLZmbgOujm22uV2hhrYhI6vaE/nXV3SxfvVCqfuyyHslKoaOpEZzRS8tEHUTGLTqm8n8lBH1d87UbFcB9GZ3MTTRWl7IorZm3xJVz07R9w8d0/4MJv3ItGo2X36rdHHPfcyz8HBPEGD2Bfr0WD7A9Mt1RFgtEd5M9ZiBCCkNCwrraXiQkCi1nLecvnUOVLpzqYzninfdTvV4RJ564CwFWvuIKUjKVaZk1MRSD5q7yYi3w/RmOI5ck7VxIbO3iFJcOSmC4TboMLnV7PvCuvw2AysebfDyGlpKVSmVfOyJUDihupGPgD8EegCHjsZA7qk6KmaQwFzUW80T6DJKuRFfl1mMzjeOGulSwdl0x8fDw333wzdrudxx9/nNdee42nPvwYpCRehrFn2lndsImVz5/PxS9ezINbHyQsw5higghtIoX2gkHXcxamE7GryblOLHPSSP3mdJK+OBnRp4O/NC2esEnL+wcHG4cExyJAw/YdN9Hc/Bp5uXcjA2ZkuAsB/f7QgWxtciOAwiwnWmIw+dxYtGFajIn9Eh2HkxOvfOEbdTaWLTtUziKEID8/n8bGRjQaDe3GVISA+X3dtEL40YpDT2UZ6Vcxftz/MXHin9FoDKQY9PSGJT1uP9XTC9Hr8mhtqMTdqkz477W5CUhJ7sEdGGJC6FOVeoFMh5nvnzsebZuPn77f514Cvvr+AXpbvVy1MJtcm4mC+Uu48YGHyJk6nYBvLcHuxwkYl4OIJeBfjy0ljavv/gEajVIM5+3t5emn/oPwebngsssY++UXeXPCn3itoZi65EzifvBXrv3Oo9x+3V282+PnlaWXkXvpNVRt3YTB1YyItfD6G2/g8/nQamOYOPFPJDgWYzSmoNPGApJgsIuOjo3s3HUHwWAX+pgYMgrHU713J7ZkpUq3quoJ0kWzEtDLmcJ5X/k2tz/0BFPv/gk7dGauS01iUziDaeZuzH5FJkIYzmXdQ3G89q8fjvwBP4w/XziBWJuR596r4OMWNxqNlvj0DPaWlTP/4Y9Z9dsPuOUfG+nwBnDGmxACqlq6SM3Np72+lvoDg9tzbt9egTXgJsHmJX78uUNes3zLBgC2xk3m6qtWkTdjNrnTZ5M/ex65M2ax94P3CAUDQx4LyqSZN3MuMrQDncZIls/HS1srkVIOGE+Y3BmKm3B9RTvdviCxHeWMGzeOb6+azKxsB0LC8qOMNwA4J08DDPi9fTIa6U7a62uxp5spQMPaQBEuYeOBq6eSlWCOOr73oAs9BshQvhvmOBtzL7uGyh1bObht8wDZjNMrjRVGZxwKpZRfkFKu7vu5DSg44lFnAOeefS5XT72PN795I4/dPBWz2E9K4uCydqvVyk033URKSgobN24knJ5JRncnvt5ezpp2Fssyl5Fnz+P7s7/PO5e/w3/O/w9ZOWPoNcbT+Oe/DzpX0eQ5RJ6tnDMUQTKtzYg++dCHaoLVhIg3sr+2c9CTmsHgIN4+CyF0TJ70D8bEX4gIxYPsRaPVkpqTH3V/+5qV5feUlDg0Qo+UPlLCnXRYM4Z96iyMV558GtzeqNcirqWioiI2VbuZkG7DEWvAVV1OWHahNxyqwNVoDKSnX94f6I7UOoRNWj536a1YbS5A8uqvlGL711s7ie3tJb2phuIFg9Mur5szhqlj4hX30tZy1ra5ef2jaixxRn62rLB/P0u8g4vv+RHLb7sLYfAR8jyOEEqGVfHiZdgSEkhNTaW2tpZH//JH/KEwcyYWMXHRMtr37WXPs0+Tnl9AydV38LumLrwhJe7zTGM7ueYYLrryc8ROnQNaLQXTZ+F2u3n33XcBsFrGMWHCg0ye/A+mTn2U6dP+w8wZzzJ50kP4/c2UHPh/gBJ3aKmsoKfDRXdPKb29u5GtcUiTlu6YBMbPX4zJYuXh2haMGoGmuptuX5Af3LQCR18/hfjY9wjqEqj6aC5PfecXhEOjSx6M0ev429VTEb4Qt/5vO7/YVc36XiON5ZXUlblwpMRCSPLUvgZi9FqSzTraMTNu/hL0xphBT/m9nW5qQ3oSA24yZk4Z9pplmzbQbnAQcqZxZcHgquAJS5fT2+WmYsvIvcOW3nArMXFWwr7/kRfUU+kKsKOijv0fvAvoEEKQVTwZKSWPr6/CqIWEYCsLFixAqxH87uopLC1M4pzi1FG9TwMRQqATsQRDigFzpDsJeHspf+IaCsJ+pBAs8u/nrKKhz92++SBSSuImHaqHmbJiFY50J2v+/Q8ayw5gSUjEHGc76rGdbEZjHLb1ZSgBIISYDXw0wv5nDAa9livOzsNhN9Hp3ko47Cc+PtqPazabueGGG7jyyivRZmUzqatFiQ/kF/Dgsgf56/K/ctW4q0iJVT78hRfNQGp0fLi6h64PDqU5xqdORPRVkfmEP+o6AEaNhowUC72eILWu3kGvTZz4J+bNfY/ExKV0VK1FI1KAMGl5hehjoj19B9uU4GNukgWd0CAJENdZTbOIIxgKR+0PkGzWg0bQ2u2Lei0nJ4dp06YxY+4CtlV39LuU9q1+E6SPWFv0k1OEcF/xXfJYGxOSrFx056XotJk0VJXS1dPNu21u8ipL0WNn4eWDFeE1GsHvrpiMHsHO9Q1c9+puRE+Qn19QhF47+CMshGDSWSv4/K/+QFpBIfFpGaQXjGfTy8/j7enG6XRSVVVJg7sHp83COZ+7nqpd23n9T78lo7CIy+79CfeMH0udL8Bj9W1U9/pY39nD5anxeL1emnwhJn7+S5x725eZNWsWGzdupKZm6HRQAJttCtlj7qSx8QWaml9nzCRFCrp69w4a6p9BSg0x4WloLHqa2hVxw45AkKdr2hhT2sMf3yllUUESU7Ic6AwGbMmpNDUcIDH9I4y+Eto6ZvPYLQ/TtvfgsGMYyIKxCVwwO5Oeqi7++uQuWgNW4oLdvPOVebx561ykgDf2KyqiSfognfo4siZMonDeQkrWfYjfq3wmn/zBfbj0cTg1rZR2DZ266u3ppmbfLipMY7h4ekZUfUH2pGlY4h3sXjOyaykuKZlLv/P/EDoNuR3/Q0j47QNv4GpQVtcp2WPRx8Twl/fLeXtvE9NimskbO6Y/3TbDbuKRm2ZF1ReMFr3eQEh24W6vx5GiPLi8tNbOQr+VO6WBz43RDXusv6yTdn8D6X3qtABanY4ln78FV0M9BzZ8dNq0BT2c0RiH2Sjie5VCiEpgHbBYCLFLCPGpCEwDuFzrAQ12+4whXzcajRQVFVHi8ZHe2tgvITAU6fnxzLswm5akqXz0m9cI1ClZGWFzGgLly1Wyb/+QxwLMzFaCWRsq2wdt1+vtGAxKTGLH3jWE9MrknJIbvWoAaGzvRavXEG/Wo9Mrq5BEbwsBKaho7RnyGI1GgyZGi6sn2njpdDouvPBCSjsFwbBkYZ9xqN2r+H6Tcg7labe3t/PAAw/Q3q7cw2OblAn03IlKNpej+FysNi8SP/f/7VG6Q2HyDm7HaAaNLbqXVHZiLPesKETb4kXudzHeaeOCCcOLlNlTUrnqR7/kxvv/zFlfuB1vdxfr//cfvI11SAlGAZ//8ldoq63m5d/+gvi0DC769vcxxJhY6LCywG7hgaomHqtX5KovS4mnvLwcKSXjiorR6fWcddZZxMXF8dJLLxEMBocdS3b2HVitE9m///vY0q3EWOOo3LGF+obnaGtzkpszBYvNSGeHj1BY8rN1FcgPG6gtd3H7klz+fv10wqEQbXU15M+ex5LP30p16T58+nVoff+gR+vkmd/uYcsfX4iKCwzFb84vZmZBIpfMzORbVy5EIInzuUiONRKbEMP+6g4A4gKduA127ClpTFh6DgFvLwfWrSUYDFDa0YUUGmZOycHlctHTE/15Orh9C4TDVMTl8O3Z0ROgRqtV9Ku2bemXBR+O5OwcLvrW94gJucn0NbA7Jo1AyAsEKVqynHf3NfHrN0uYnaajIFjFggULRjzf0WC1mwE/2194gtVvfg8AXXg8pkAtnxMxjDUOnZob9gTQd+lwieao7m5jp85g7FRlrologZ1ujMY4rETpH72472cscB5wPhCdN3eG0uHaQJx1AjpdtFZPhO5gCJfbjd7V1u9iGY4p5+aQV2yhPH05W779AGGfj7at5cg+41BZsg+/f+jVw0yHAamBN/ZFpxhGqNrRgZTKF9I+hJKjlBJ3lw9bnBEpw4T6SlMyjco199ZH57ZHMMbo6OqJ9gOHpeTFZhfvlDRj0muZPkb5wLv79PzHL13ev29ZWRkdHR3U1tbS7QuyfZeSEpwSd2iFc+nXrkcj4nknPplYby9ZteVMWjL8U9RN88cyJcuOCMMvLpowqkpXIQTJ2TkULVzKltdfovydV7HoNFx7440EPB6e++X/Q2cwcOl3/l9/H2KAe3PSaAsE+UN1M3NssWSZjJSWlmIymfqfSI1GI6tWraKlpYW1a9cOOwaNRk9x0W8Jh72UlHyXMRMmU751PX5vB40NeeTn55MQH0M4LLn135v532ulmGIUUcF7Vo4jRq/F1VBPKBAgMXMM01ddxLU/ux9beiY9ni4C/gcI+/awfncc/73l35Q8tXpEV5NRp+WZm2fzwKWTGJunBEIjGUvFWfH0unxUu3sxdtTTozHhDYRJLxhHfLqTXavf5o0H/kiLXkmgmDpFEWgemNEXYee6j/FoTcQVj8Nu1Ee9DlC85GykDLPng/dG+jMCSnvQc+/8OjndB2jXQpte+fyFnEV8+YktJOl85LdvICdnLLm5J27CdU5QXJc719TRu/8OwECCtYH863Jo8BwktjEWGYh+v73lHQgEMm3olcWSz99CrD2eMcNkDp5qRpPKWgW4ARuQEPmRUlb1vXbGEwr10unejj1+9oj7lXp8ZLUrk9yRjIMQgrO+OJ2EeMl281JKf/wAtRtKkfS5a7p62LdvX9RxgUCA+tVvIa16tla3R70OgJT0NichQ8rTlsFkitqlNRAk1BMgKzbEsz//ET29yrnGpcVj0GkGpcoejiVWj7c3+kn4uepW7npoE8/uqGNGdjxGnVZROe1VJmln0aEgd319PQAul4sff1AKvSEMQJP/kNGxFy4jkBFH2ZhcJu7dgkGamXfFNwDw+Xzs27ePrq5DBUNajeDhz8/gyVtmM+Uo8tXbaqup278XpCQ5PYNvfu8HpKWk8vz//ZjeLjeX3PMj4pIG13xMs8WyMlGRKb881UE4HKa0tJS8vDw0A3L5CwsLmTBhAh988AHNzc3DjiE2Noe8vO/Q1v4B6VMN+Lp7admdhtebQ0ZGBhl9YndrSpoJ5lj5+Q3TmTQgu6a1phI4FLhMzSvgcz/5Ned9+ZvEaE30+j+ku+dvuMIa3lkjefSWp3j31//G1+MZ8b2JT8tACE1/xtKqcckI4PGNBzC4lAm/ut2DEIKJS5dTX7KX8s2baTOmEqOVzBiXjRCCurrBNQuhYICqHVs4aBrDnfOGz8SJT03HOX4Ce9a8PapVz7j5i/n8qnkIGaYsNpewxc4t/9mJDPq5NKmFz115Gddff/2oJTJGw9QLLgMgEAoS8K1Gp4Pm1gO8+sD/UdK1EeGV9Gxuijqua2cD/pAXW/HQXZUd6U6+9LfHcBZFizWeDowmlfWnwE7g93yCkt1CiJVCiBIhRJkQ4jsn81qdnVuRMkB8/JwR9yvp6WVMWxNmaxzJydEFZIejM2g5/+4F6I1aPqrL5uCWeiQBQIsxFGLLli1Rx7zxxht46mvRWbS4uiQeT2/UPrKjGuHPJhxQvpCejo6ofcq6vTjbq5m74Z/U799LbvF4QENPSyvjUq3sqR++yN0WayDgjTYOv15ThsYdIOgNUYlSrf3hn36BX6NFIwzo9IeeDiPGoc3VwQsbatDbDWSajDT6Bq9IOj73eYSEKXs+xmTWUVbbwrPPPstvfvMb/vvf/7J69epB+ydYjMzLG33WScm6tTxx7zcI+LxMOmslrTVVPPr73/HvH32H5oPlnP/Vu/uVVQ/nR7kZXJEaz8XJdhoaGvB4POTnR7vwVq5cidFo5OWXXx5xgnNmXIfDsZBO+RBWZzeNW22MzRqDRqNhXEYcofw4CpaPIXlCAhemDnZDtFRVIjSaQVlpQgjGL1zKzb//F3OyfRgCXXi8/6XX/w984R72lzt59K43eOQrd+P3RycYAOj0emwpKf2FcFeMSwOtYPfWHdgCymekqi92VbRoGUII3MLP/tg8ZuYkYooxkpKSErVyqNm7G63fS01iHhcVjPxdmbB0Oa6Geur27xlxvwjTF84nw1tPaWweL9iX4Q7p+dm5Y7j7y7dSXFw8yHifCOzpaeg0sYSDlehi2zFYYtHp9Sy7+Uuc/f2vYsiy0vVBLTJ06G8vpcRX1kmTt4r0wiNXhJ+OjOZdvBLIlVIu+aQku/vak/4JOBcldfZzQoiik3U9l2s9Qmix24aON0QocXtwupoZX1gw6icTS7yR8746E1+Mg3rbJKV1ozCiCweprq6mpeVQ7v6uXbvYsmUL8+fPJyfVggzDuxt3RZ3zYNnbhLQOoBetTke3K3qFsem5/3FJw8voY0xcc9/9TFu+DKGx0dvVQ1FaHHvr3cNOZAkWA/jDdAcOGYh1rW4aS10kOpRVSnWFi/vefZ+9Gy2EA+UULV3Sv6/f7++/r1eaQgS6A1w0W1FnbfIdOqcnFOa5XjNFdSVYe9xok8M88cQTlJaWMmnSJNLT00cM9h6Jne++wSsP/JLEMdlc98sHWHrTFzFYbbSuW01HZRm9yZl8vPcAO3fuHNLFN9Zs5A/jx2DRaTlw4ADAkO4Ki8XCkiVLqKmpGXH1IIRg/PhfotEYSZvZigyAvk154kw3GQjkWNkugtyUkYhOM/jz1VpTSXxaxiADHEFvjWf+dx/mCxPKmBzXgLank17fCxi996MJ1ODxr+T9f/0x6rgIjozM/pVDrEFLfLIZUV2OXSqrjuq+QHmsPR6t1sj7CQsIanX86AJFTTUjI4O6urr+tqQAb7+3hoDQkTd75hG/KwWz52Mwmdi9+p0R9/P5fHz88cf845f3kd9TTofBTp0+hV9cNonLF0894UZhILf/8xHufPgpbv/H40w790ICPh9FC5eRmpuPdUkmIZcPz85D3+VgswdNLzT7q0kak33SxnUyGc27uRuwn+RxHM4soExKWSGl9ANPARedrIu5OjZgtU7sT7scjtrqKvThEIVHcCkdTlqBg4WXZffpzYMQsYT8PjQaDdu2bQOgtbWVl19+mczMTJYtW8aCXOVp67UdFVHn27VhE36pZGrExjuijMPml58j8PazlMfmMOOrPyZpzFjSi6cjNFYCfj9F6XG4PAEah0hXBUi1KnGBUtchl8RP1pQigpK8eDMJFgNGnYaUx1+mJ7gbrd7AkusPqbg3NjYipSQmJoaPWmMQJi0/mJ+nGIcBbqXnmlx0BEN8Pt1GVo4H2+Rzueqqq/jWt77FBRdcQEFBAS0tLfh80ZlTo6F88wbi051c9aNfYHUkEgyF6ElIQ0hJ8VkrmXfJFbS2tvLcc8/xm9/8hnXr1g17rtLS0hGTECK9lUtLS0ccU4wxlcmT/o4l5QoCFju1mz+mt8tNWp9PPkYjuDY9ut9AS1Vlv8jekNiziPvGes7+0cN84Wc/oXjhUrr8OrrDqwn2rKFmXfQKNEJCRiauhrr+OMXUsfGkuOtJzEjDGqPrNw4et5sSQzplljyuz5PkJffJsjid+Hw+2toUN6eUksbtm6kxObl7yTgqKytZvXo1a9euZf369WzZsoUdO3ZQXl5OOBxGHxND4bxFlKz/EH9vtBvM6/WyZs0aHnjgAd566y307jamWr3YTHpuWTCWq2aefME6g8ncn/4daRnaXq8Y1JhxDnQpZrrW1CD7qs+9BzoACKcItLqh4y2nO8PnYB3iFyjprLuB/m+plPJk9pbOAAY+MtaiZE31I4S4DbgNICvr2D8coZAHt3snWVlHblHhr6lEarWMHXv0qWcTzsknINt575+gEWZCwXYKCgrYvn07ixYt4plnnkGr1XL55Zej1WpZnp3IIxrY1QVtbW0kJByaMFoPQDhYRWxcPHGJyfQMMA67Vr/F+4//k6bMYt7ULuAnfZ3fdNYktBgJhvwUpyu+9D11btJs0fGKjL4q6bIOD1OT46jq8bJ3dwspKWZKGtwsHZfMua5X2FeVjQy9SdZVtw7S3on4n72ZE/DtksyZnYLNoCPZoKPJH+hfsTxc20KxJYakVsE2y1nce/W1g54yMzIULZv6+vpjes+72lpxpGf0fzk3bdqE12Thsh/8nLziiYrw3eLFVFVVsXbtWt566y0yMzP7A84Ruru7qa+vZ+nSpcNey2azkZycTFlZ2REzZez2GZSXb8c+wULPhjVseulZ0s5XpKsvS4nHoR/8tfR5PLhbmpi47JyRb9jsALODOOCc/BnMvuJ6PvzPvyn5+AN6tatoa6ohISW6WNKR7iQUDNLZ3Eh8WgYXFySxz99Mo3U+Y2xmqtqUCfu53/2JNQkLSPS1MqG9hkh7+cj7VVtbS1JSEgdKSzH3dtKWNxe78POnxx8fNpsrPT2dFStWMGHJcna9+yYl69b232eoz/W6Zs0aPB4PBQUFTC7M541f/ZglF13GbeecRYx+aFXXk8mhRkm1pOUVIjQC65JMXP8twbu/HVNRAr0lbbgDbTgmjDnC2U5fRrNyeBT4P+CXHIo53H8yBwUMtQ4d5AORUv5dSjlDSjkjKSlpiN1HR0fHFiXeYB85GN0dDJLQXI8+zYl+iKX9aDBZFduqxYgkxMTx4/B4PDzyyCM0NTVxySWXYLMpxTBTbbFIq572sJnt27cfOomUhDrTCAdqGDt9JrHxjn7jULrhY97+2x8ZM2kq7xSch9BpSbL2KT0KgRYtkgAObytC0B+UbmreQzBwaBUxps9gVHUoT5s/+KAU4Q1xTn4yLk+ARU4dVWvjCXrX4tLbubsslkrPoaf7+vp6rFYrr7eZkDrBPTOVbKpUox5fWNIRDLGuo4d9PV6+kJGEq70dh8MR5X6IGIehMmFGQ1dbK5Y+hdJAIMD69evJzc0lf8Kk/mtpNBrGjh3LFVdcgdVq5cUXX4yayMrKFMmUoeINA8nPz6e6uhqvd+gVWYSenh5qa2spnDKN8fMXs+2NV8gO9vL59AS+Oia6hWVEf+ho3RO25FRW3vF1dDo9/mAJq//68JD7ReIY7fXK+zxduNHJELtkAlkOMzXtHsLhEE80m+jVmrg1oZSqbRvp6VDUgxMSEjAajf1/p/++9g4SWLB0IW+88QZCCL7+9a9z7733cvfdd/P1r3+du+66i0suuYSuri4eeeQRPty2A3tqOrtXK4HpAwcO8Je//IXXXnuN5ORkbrvtNq655hpcpfsRQsO4+YtPiWEA5X3VaLX97xeAeVIS2nijsnoIhPAf7KTBU0F6wZkZb4DRGYdWKeXv+6qj34/8nORx1QIDH3GcQP3JuJCrYwNC6LDZpo+437aaBuK8HjKOI0Wuq08qQts3MSXGWbHZbDQ1NTF//vxBGVBmrYb4BDO9Pi3bt+/o9+d6W/YRCscBfrInT8XS51aq2rmdV3//K1LzC4i/+S5auoI4bDGDJtwYrRUhzLz00++QGhPmzQ828tdb7uHlb33A3++5Hdl3jTy7UixU29mLOxDkg60NxMYZ+HBvM4UpFjxP/YVujQspe7Cf/3mCLT4WPfg+Ofe/y7jfvsd3Dph5yF9MU4OXuPgQ9oBiZFL6mv40+gI8XNdCvE7LJSnxtPcZh8Mxm804HI6oTJjREPB58XZ39fch2LZtGz09PSxcuHDI/WNiYjj//PNpaWnhww8H92coLS3FYrGQljZy8/f8/HzC4XC/DtdwlJeX9+8/94prCIeCbHvxGX5VmEmWKVq2ubW6EoDEzOwRzzsUOr2eyeecRzhQjqt8aJdYQp86a1utslhvLFMEEfd5bWTGm6lxeXjkiTfYZ81ndvdBLr/+RmQ4zN6+9FONRtMfd5BS4tm9lcaYFBamGSkpKWHJkiXYbDYMBgNmsxmbzUZCQgKTJ0/mrrvuYsmSJZSVldGMjvoD+3jkL3/iySefJBwOc/XVV3PDDTeQnp6ODIfZt3Y1YyZNiaob+CTR6nTYU9IGqdkKrcC6yIm/ugv3uzUQgsbeg6Tlf7qNwxYhxC+EEHOFENMiPyd5XJuAfCHEWCGEAbgaRTb8hONyrSfOOhGdbugvToTVmzYRRjCr+Njj4u7WFozmWPQ6ZRJ2tzRz9tlnM3ny5EE6RhEK0q3IENR0+vsnnN1bX8GvUZb5mcWTsMQ7CPp9vPDrnxKf7mTVt3/I9yta0Ln9jDEMfgI2GEMYrNdCyEJsSwU1PTEENcsIGpxo3Jfx/D/vBCC/r5K00e3jZxsOQleA6Zl2qto9XJdQSkf3fELejRTMXci3rj6Hm5blkqzXYZcCQ1gRGwtotOiTYpgbKKejL5sqIqGxze3hjdZOrklPwIDE5XINcpsNJDLpHC2RoiprQiKhUIiPP/4Yp9MZ1S5z0PtdUMDEiRP58MMP+6XaQ6EQZWVl5OfnHzGwmpmZidFoPGLcYd++fcTGxpKenk58ajoTlixn5ztv0tkcnQ4JSjDaYDJFpduOlqnnXgBIeuhl75YPol43mmOJjXf0T3b1pfsJxtrpDpnwCEkgJPnNLh/xgU5uyNlNwpg8MsYVseGFpylZpxjSSL+PV/eWkdTViD+rmDXvvEliYiKzZw+/KjcYDCxZsoQvf/nL5M2ej0TQtmMzK1as4I477mDcuHH973tdyV7cLc2MXzi8e++TItIydCCxM1LQWPR0rakhTBivxYslPvqh50xhNMZhKjAH+DmfUCprX7e5L6O0J90HPC2lHF2e21EQDPbQ1bXziCms+9s78ZbsxZ81luLkoxfvitDV1oI1MQljrBKUbSw5wMSJE7nkkkvQDtERa15f16oGU3J/4Lps/UFCwRqstiTMcTZi+z58lngHl937E/7Z7qFmdyvSFyatp3SQi8SS2IPQWjEZziY92ItbF4PZ8Rbn3uRECi1tHxRRsuVR4ox60CkSGs+vr0YXo2XXQRdznQb877Th929Co9Ow+LqbAPjROePY/K1lbP3WMl68bCzXBTbyxmVj2feVxaR7O3C5FPdDZOXwu6ompIQbMxLp7OwkHA4PuXIAZdLp6uqis/Po+kt1tSkBe2tCInv27KGjo4MFCxYccYJfuXIlMTExvPjii4RCIWpqavD5fEd0KYHS4yAnJ4fS0tJhM8G6u7spKSlh0qRJ/dk1cy67GqERrHv2P0Me01JVSWJm9jHn7tuSU0lOSyPk38Pmfw8tVZEwYLKrP7CP1D53yL6+/g+9wsC57eUsv/JWAFbe/nXi0zJ45YH/49Xf/5okRzxSSp5/RTl/Xo4Tl8vFeeedh0535NCmzWbjimuuZfqFl6HpaCVcUx513N4PV6M3xpA/Sqnyk4kjI5OOpgZCA75fQq/FsqCv50OwnpRRfGZOZ0ZTBLd0iJ+Tmsrad93XpJQFUspcKeV9J+MaXV17kDI0pJ7SQP747vsYQkGuP/v4nljcLc3EJSZhS9ICGhqO8IS5cmwiUgMd1gz2799Pb28vXbUxyGADebOUpzFn0QQK5y7k8u//lLaYWB7cWYOusps8bQuJgZZ+fznAhdctYFXa9dx62RZuvk0JJu5r8fLG4w8wNqMSv7mYVx76AE/THnQxOsqqOgm0eslNtuDyBCjctRqPPo1QoJTZF185ZLOgyFN+eno6Op2OuLi4/pVDslH5std4/axItJEZY+iX1xjOOETiDke7eogYh9h4B2vXriUpKemIhYsAsbGxnHfeedTX17NhwwZKS0vRaDTk5IxOUjkvL4+urq5hU1q3b99OOBxm+vRDbkxrQiJTzjmPve+/R+1huf5SSlprKknMOr7A5rzrbgHZQ097TH/by4HEpystQ92tzXS3tTJx8iS0Ji1lLT0IKZns3kOhuQKdU0n3tqem8bmf/Jp5V17LgfVr+eivvyPo9WAu20unwUZnTQnFxcWjft8iLLnmBiYsPYf1zz7Fznff7N8e9Ps5sG4tebPmDqkj9knjSHcSDoXobG4ctN0yJw1h01Ph2kF6fuEwR58ZjKYILkUI8bAQ4vW+34uEEEdO7TkDiI+fxcIFG4fVUwJ4o6kNU+keDBmZFGdFZ3ocDV2tLVgTkkjOTkBorMO6ESIUWkxo4gy0+HQEg0H27N5JsNcKhMmdrax2rI5Ezv/aPdiSU/leSS3sdmHRSRZZWoiNjR0UzNYWXUz2D6oRFz5IUb7ypc286CYQgurmDVj9ZcQGLuXPD92JIyYAniBCCwdr2xnnqyORpYR738SakMjMCy8dcsz19fXY7XbMZsU1FR8f328cYrVa4nTKR+4LTmUFFjEOw7mVUlNT0Wq1Rx2UjriVGts7aG5uZsGCBaPOgy8uLqawsJD33nuP3bt3k5WVRcwoJ6S8PKWgbijXUjgcZsuWLYwZM4bExMEr0FkXX4k1MYlnfnIvG154pj/+09XWiq+nh6Ss4xNnGzttBjqtHm+4lg//90TU6wkZTvy9Hko3KOm8GYVFZDnj6G1ycXXd/1jS1cqSiwoG9WzQaLXMvexzXPOz+zGaY4k/uJcsdxWehEw0Wg0rVqw46nEKITj7ljvInjyNdx76Ewe3bQagYtsmfJ4eik4DlxIMSGc9rIueJkZHz9Igld27STuDg9EwOrfSv1DcOxHN2QPA107SeD5RPO5ONr3w+pDVwADeUJh/fLCOWL+Py5cuOa5r9XZ34e3pJi4pmezJE0Bjxds9tPhdBI0QJCWZcbl8JCYmsXPjS/iFH9CQUTg49vFWayerN9eDO8BCYy1F+WOZNGkSBw4cOCSKJgRoFPdVsjWGRIuRap+ei7/1fTzuTnTJJUgk9pKruEz8ilh6mWrYTTAEC71j0XieIxjqZMkNt6I3Dj1Z1tfX9z/tA9jt9n63EkC60UBhbAzz7UrOeFtbG0afh//e+zU8nR1R59PpdKSmph7DyqEFkzWOdRs2YLPZmDBh9BIFQghWrVqFVquls7NzVC6lCDabjZSUlEErtgiVlZW4XK5Bq4YI5jgb1//fg+TPmsfa/zzK/+77Pt3tbf2yGce7ctBotExeMJdwsIbyNw9EvR7JWNq9+i10RiOJWdkszktkZssuEgOtmLQhxiwYuj90Sk4ezbfczdbEqYSFBr1Bw5IlS4iLizumsWp1Oi74+ndIyhrLy7/7JU0VZez7cDWx9niyJkw+pnOeaCLy6UN10as/sB+d3nBaNvA5GoY1DkKIiMMvUUr5NBCG/njA6ATkT3O62lpZ/+xTbH/z1SFf/3N1E86K/ViTksnPPb4/dGOZ8oVMzS0gdewMtNJIMHjk4q6idBsyKHHkT6K7qpRQqAGLJR6d4VBjHU8ozD1bDqKvcLM0z05KsJG8vDwmT55MOBxm9+7dQ567OD2OPfVuUnLyOPsLd9BwsARH3Hp85kJk6TgudTzIVk8x03wGEj2v0euvYcHVn6dg9vwhz9fT00NHR0d/9zhQjENXV1d/7OMP47N4eMIh/3l7ezum3i46m5so3Th0EVpGRgb19fWERtm3AJS/rcEaR01NDfPmzRsypjMScXFxrFy5Eq1W21/gNlry8vKGTGndsmULMTExjB8/fsjjYmItrPrq3Zzzpa9QX1rCo3ffxY63XgMgcaQCuFEy65pbAYHHH6LDPVgFNZK731pTRVpuAVqdjmsnpDO1ax9Ck8iYSfVKHcUQvN/m5o9vVvCRdQ4H8haTkZXOnDkjx/GOhMFk5pLv/IgYq5Xn/+/HVGzdzLj5i9Ec5d/xZGE0x2KJd+Cqj17R1pfuJzkn74wtfosw0sphY9+/PUKIBPrqDPp6OxxddPA0JWVsLmOnTGfLqy8QOOyLXOv188KW7cT3dnPOooXHLeTV0JefnZqbh7BloEVLWPoJh0ee8BZlK1/Ig/pEdB0WZLiNnMmD3WAPHmykbWszFoOOy7KVSTg3N5fU1FRSU1MH10kMoCg9jrLmLvzBMBOWLmfy8nOprduO2b8RW+hiPmy4BaMULOr8iG5vKdPPv4RZF18x/D02KO0bBxqH+HglqB4JKE+0mskzH1p1tLe3Q6eysijdOHQPZqfTSSAQGCQ1ciS62tvwBIKYzWamTp066uMGMnXqVO65555hXV7DMVRKa09PD/v372fy5Mkj1skoAnfncP0vH8SakEjF1k1YE5IGKcYeK2Z7PPE2G4FgKe/8+aFBr8XGOzCYFFdgemFfI6qSvSC7MGisrLj0jiHP2egLcOuLO9E2ebljoZN8i5/zzz//qI3xUFjiHVz23R8TDPgJh4KnRZbSQCItQ6WUtNVWs/mV5/nffT+gsfTAGV3fEGEk4xCZDb+BkkaaK4T4CKVt6F0ne2CfBP5wmPRzL6G3yz0o+AXw/8rqmFBdisVmo6jo+GWdGkpLSMzMUr6AGi1aEQZkfyHRcJybnYDUwJ76esIeZYIoWnFIGvugx8df1lag6Qzw04uKaampIDU1FatVkTaYMmUKDQ0N/amZAylKiyMQkpQ2K8qnS264jbS8QroCmzio6aTSmMjCnhoCnm0ULz6bxdfdPKKRjLh+BtYD2O12gEGupQihUEjJ+PB0E2uPp2bPTnq7u6L2O5agdEdTIz2BEGeddRaGAauso+VYjh0qpXXHjh2EQqEhXUpD4Uh3cs3P7mfOZVcz66LLj3oMw7Hs+utA+mjePbgNrRCi34+eXqAYh7f/8SigwZBWjistOmkjGJZc/eYu/Ac6OXtSKt8+bxL33HMP2dnZJ2y8Cc4sLr/3pyy+7ubTzk0Tn55Jc1UF/7jzZv71zTt4/7GH6W5vY9p5FzL7kitP9fCOm5GMQ5IQ4hvAEuB54FfA68A/gLNP/tBOPvt6vFzsgtr0sbzx3H+5a1cZf65u5qHaFjaXVZDsbmfhMbgkDkeGwzSUlQwqiNHplRVDR33DiMemmYzobUZy9/+FoBQI9LQN0Br60c4qNAfczMtPZOW4BGpqavqDogATJ05Eo9EMuXrol9Ho6+2g0+u54BvfxRObwKs2HY6wj/y218mdMYdzvnjXEVdP9fX1JCQkDAreRoxDxxDKsZ2dnWi6lBXFomtvIhwKUb55Q9R+DocDk8k06qC0u6ODQK+HuMSkY141HA+Hp7RKKdmyZQuZmZmjUvONoNPrmX/ldUxZseqEjW3MghXoNDF4w20c2Ldt0GsR11JafiFNB8rp7m1Bp7HznH4Vlz63jT+W1FPu8fan6X57czkHNzQyJtXCH6+YghDihEplR0jNK2DGBZeelHMfD2MmTSEm1kJqXj7Lb7uLW//0CDfe/2eWfP6WE7LSO9WMlICsBSxES1kcW6+90xCn0cCD47I44LuQmEcepOHj93mmQHmyu6SuHJPJdEIml/aGOnw9PaQNSG0zWSTuXqjasZPMCRNHPH6GdRfpuybjCW5Al5TFpk2bmTRpMnu6e1m9rgajRvCbyyZRWVlJOBweZBxiY2MpKChg586dnH322YMM3ZiEWMwG7aDGPzLWxlvZlxNo7+bi+ufJHj+e8796d7+v1+v1Dpu5U19fH/XUGBcXh0ajGdI4tLe3o+1xY4qzM37BEtY+9RilGz9mwpLBzx5CiKMqhnvzFaVectqcuSdVqXMk8vPz2bdvH83NzfT29tLW1nZCu5MdK0p723T2llSw+ndPkve3yWiE8h5NOWcVCc4sTNY4/vONX4D0kJ2no8E6js6dLfxmZwu/itURk2wiNyOOvZsbMRt1PHPz7FMmZXEqyZ8597SouThZjPTNaZBS/kRK+eOhfj6xEZ5EEgw6rkpz8P0VZ5Oam8/KPevYPXc8/86KJ6WlnlmzZh2XSyJCQ6kiRzBw5RCfplRkNxyIbvgzkFAoyPxNB/EEtmGKTWTG1ddQU1NDfX0931lfjrbJy62LxpJuN1FWVobBYCAzc3DK7eTJk+np6emXbYig1QjGpVr7jUMwFObLT26j2h3k+zNMzJpSyMXf/mF/8Lu7u5tf//rXQ3Y9c7vddHV1DcpUAkVawWazDelWam1tRevpwlk8EaHRkD9rLlU7tw2pzJmRkTEqhdbq6mr279iuHDP21LkhBqa0bt26FaPRSHFx8Skbz0CWffkbCLR4erp45Ic/6V8JpOYVMPPCy2goK8Pt8SDQc/7Xfsb2u5fx1tcWcvs5+RQmxhKs7mbf2jo0/jD/vmEmyXGnvu5A5cQzmpjDpx4hBLMvuYrOpkaqPniXpo8/QKfTMWvWrBNy/obS/RjNsTjSD02cGYVZgIHOpuH1/wGe+f09BLxuBGFaL7udadOno9freXLLDnZsrMcSq+euJXlIKSkrKyMnJyfKDZafn4/ZbB7GtWRjb4ObcFjyw5f28MGBFu67ZAKfv/JcLvrW9zGaDy0UW1paCIVCvPfee1FP8UMFoyMMrHUYSH3ZATShILl9vXTzZ88jFAhQsXVT1L5OpxMpZX8ToaEIhUK88sorxPapmloTjr2a/XiJi4sjJSWF3bt3s3fvXiZNmnRCHjROBMbkbJYsGkc4WEtPtZnHf/1/g15/+/6nCAUrSU83o03MUVYbqXHcs6yAt29fwL4fr+DJW2bz0h3zmTnm1GkcqZxcRjIOZ31iozgNSCkswmh38N7jj3CwooJly5YNq91/tDSUlpCaV4AY4OLImT4bobHi7RleZ7+6eifNm4LIcCvvJS5mo0tgMpmYOGkSjzRq0bgDfO/ccZgNOlpbW+ns7BzkUoqg0+mYOHEiJSUleDyDn8qL0uPo9gX5fy/v4ckN1dy+JHdYffzI07/BYOC5554b1CCnrq4OIQSpqalRxx1e6xChtVxJ7x0zcQqgZMmYbXZKN0RnLUWMzkiupfXr19Pc3ExBtlITYHEcXZbRiSYvL4/GxkaCwSDTpp1sObKjY+odv2RMZiIB71rc+7N45i8PAFBTup8Ojx4IcdYXvzXksUadlnl5iUx02j65Aat84gxrHKSUwzQw/nTh8Xh4++23+f0f/kBnrB2Nr5cLFs5l3rx5J+T8fm8vrdVVUeqMcc4JaEQMoWBgyOOklLz6/b8TCJWTmVVI2ZiJVDZ1K2MumEh3bQiHTcdV0xQXUqToaijjAErWUigUiqp5iASl/72uilUT0/j2OcOX/Le3t6PRaLjiiitoa2vjrbfe6n+tvr6epKSkIZ+O7XY7Ho8nqttad30NOqutfxLXaLTkz5pLxfbNBPyD3UexsbHEx8cPaxw6OjpYs2YNhYWFxGg1xFiswxbqfVJEiufS09OPqOj6SSOE4Nzv/w6jUUPA8watm3N4+cmHWP27ZwkGSrBaTSSN++SD+SqnD6cmWneaUF1dzQMPPMBHH33EuHHjuO27P8Cemsbut14dVbPz0dBUXoqU4WidFX0MWnSEwtHtKQGe/dVP8PhqMWjjuPyXvyIzxUJ3uxd/MMyvNzQgfGGW6CqJtLkoKysjMTGxPzvocFJTU0lOTmbHjh2DthekWDHqNEzJtHP/lZPRaIb3Jra3t2O328nNzWXevHls3ryZkpKSfnfPUC4lOFTrMNC15PN6CXe6sB8mC5E3ax5Bn4/KHVujzuN0OofMWJJS8vrrrwNw7rnnKgKHp3jVAEpKa3Z2NosWLTrVQxmSWHs8K+68m5BsJ+jbQP27SXT3ZiJDzcy4+KpTPTyVU8xn2jikpqZSXFzMHXfcwWWXXUZSUhKzLrqC5oPlQ05Ox0J9XzA6NS9a9E0rJBJ/1FNyddk+arYdQKDl6u8rmUJTnXYISb69vozWEhd5GSbiehooLS3F7/dTWVk57KoBlCfFyZMnU1dXN0jhNEav5bk75vHYF2YdMePE5XL1C+QtW7aM1NRUXnzxRerq6vB4PFHB6AhD1TqUbd+CkGHSxg2uIcksmkhMrGVI11JGRgZdXV243Yeyq3w+H08//TQlJSUsXboUu91Od1sb1sRjbwB1otBqtdx4441HXWH9SZI/ex5Fi5YRCO4gFGrGHypHCMG4RcuPfLDKp5rPtHEwGAxcdNFFg3LPixYtxZKQyJZXXzgh12goLSE+LQOTNVpnRt/ngYl0+gIIhoK8+MNfE5adFE/IIaloCgDLcxIZ11VC5X+fQ0jJX6+agdVqZdOmTVRVVREKhUY0DkB/munhT9/F6TasMSOX+kspaW9v718F6HQ6Lr30Uvx+P0899RQwdDAahl45lG/djARyJg/2xWt1OnJnzKFiy8Yol9vAdpSgrGQefvhh9u/fzznnnMPcuUpaYVd76ymPN5xJLLvpi1gSktBp3kIT3EbejNmY49R4wmedz7RxGAqtTs/4BUuo2bMTb3f3cZ1LSklD6f5B9Q0DMVmVt79swyFNoUe/+lX8oWbiYlJY8b1DWSRLMuOZ7N7Foua1XJDpJy85junTp1NWVsaGDRvQ6XQjNrIBSElJOSaFU1BiMz6fb5C0dnJyMsuXL6e7uxuNRkNKSnSLS1DiBTqdbpBxaCzZS9gUS0p69Gojf/Y8fJ4eqnfvjBq/RqOhrq6O8vJy/vGPf+B2u7nuuuuYN28eQgiCfj+97k6sjlOXqXSmYTTHsvL2r9PV00sgFKZ46RF6Vat8JlCNwxDkzZhDOBTi4LbolMqjwd3SjKezY9hWgYkZyhN14779ALzz2D/oaKlBr0nhxvt/DAOym3RaDfaQ4g6atO81An4f06dPR6PRUFZWRnZ29hF7W+t0OtLS0o7JOERcQof3XZg1axaFhYVkZ2cP29RFCDEoY8nb001XUz0yLh6LJbqSdMzEKRhMJko3fDRou16v79eKevzxx7Fardx2223kDmjd2t8B7jRwK51JZE2YxKyLryA+3Un25NMrs0rl1KAahyFIyysg1h5P2ab1x3WehlJl0h9OhCt7slIU5W5up76qjJ2vvIUQFlZdtxh9onPQvr1dbgwhP0nF03A3NfDx009gtVr7dZ+O5FKK4HQ6aWhoOCqFUzjUdyHiIooghOCqq67i+uuvH/H4gbUOtXt3g5RY0jOHlETQGQyMnTqTsk3rCR82TqfTSU9PD+PGjeMLX/hClLHqalc0g1S30tGz8HM3cNNv/4J2FJ3bVD79qMZhCIRGQ+6M2RzcvoWgf+hsotHQUFqiaONnDu3uyZm9BIQZr8fHM9/9IRI/hdmJ5K76fNS+HY1Kkdn8VauYuOwctrzyAo1lB5g/fz5JSUnDykAfjtPpJBgMDinENxLDGQdQqqCPpHszcOVQtWs7aDQkjiCkVjB7Hr1dbmr3De6MtmjRIq644gquuOIKjEZj1HED24OqHD2nm36RyqlDNQ7DkDdzLgGfl+rdO4688zA0lJaQmps/rAa9IT4VjTDh9bcRDLmxGbJYdd/9Q+7b2aQYB3tKOouv/wKxdjtv/u33JCclcuedd2KzjS6AGMkoOlrXksvlwmq1HtF1NRx2ux2fz0dvby9Vu7YTNFtJGMH1M3bKDHR6AxVbBwvxWSwWiouLh9VM6jcOasxBReW4UI3DMGQWT8JgMlG2aegGNEciGAjQXFk+bLwhghY9IDFoc7juF3eAdujJt6OpEYTAlpyC0RzL2bd+mdbqSjY8/8xRjctutxMbGzvIOLhbWwgGhi7Gi9De3j5sn+fREFlx1FdW4KqvVYzDCH0S9DExJI/NpbF85D7bh9Pd3kpMrOW06DOsonImoxqHYdDp9YydMoPyLRuP2JBnKJoPlhMKBofNVIoQo49Fq8vh7FV5xDiHdw11NNZjdST2i+DlTp/FuPmL2fD807RWV456XEIInE5nf6Wxt6ebf33jdj54/J8jHjewxuFYiNQ6lG/bAkAoNu6I50vJzaP5YMVRvf9dba1YVJeSispxoxqHEcibOQdPZwcNB0qO+thIMDotb2TjcM03L+Xyi3IZf+1XRtyvo6kRe8pg3aKlN96GMTaWN//6YFTgdiScTidtbW14PB5KN3xMwOdl13tv4XEP3eDP5/PR3d09ZLxhtMTHx4OU1O3Zid5kJmw0Hdk4jM0j4PPiqh99k5+uttbTojpaReVMRzUOIzB26gw0Wh1lm48+a6m+tIS4pGQs8SNPgJbJi3Fe+dUjnq+jqQFbymB9HnOcjUXX3kRjeSn1fcZoNESKyerq6tj34WrMNjtBv2/YXtrDpbEeDd0tTcTWltJeth9LVg4Go3HINNaBpOYq2kRH41rqbm/DmqCmsaqoHC+qcRgBozmWrAmTKNu07qi1lhpK9x9x1TBa/L0ePJ0d2FOjxdsyi5RGQe11NaM+X6SSuWLfXmr27mLKilXkTJvJtjdfIeDzRu1/PMbB5/Gw5t8P8dg9X0Hj7SVu0gz0+UU4HI4jZsbEp2egN8bQVFE2qmsFAwE8nR1YjrLns4qKSjSqcRiCN/78AKv/9XdAcS11NDYc1eTb3d5GV2vLEYPRo6WjqREAe0q0cYhLTEKnN9B+FK4Xo9FIcnIylVs3AjB+wVJmXnAZ3i43e9a8G7X/SGmsI7Hvo/d55OtfZMtrLzJx6TmknnMRfnsSLlfHqAyNRqMleWzuqI1DfwGcmqmkonLcqMbhMAJeL/s/WkN538SZO302wFEVxDWURTq/nZiVQ0ckjXWIlYPQaIhPS8dVf3SpqU6nk66DpaQXjMeekkrG+GJS8wrY8uoLUQHg9vZ2TCYTJpNp1OevP7Cf137/a6wJiVz7s/tZftuXSUhJxeVy4XK5RsxUGkhKTh7NlRWjiql099c4qG4lFZXjRTUOh1GzbxehYJDO5iYCPi8WRwKpeQWjTmkNh0NsfuUFjLGxJI9Q5HU0RArghlo5AMSnO2k/SuNgN+gQXg+ZfV3YhBDMvOBSOpoaKNs4+F5dLtdRrxoa+wzkxXf/sF+R1m63EwwGkVKO2kWVmpNH0O+jbRQrt662FgDVraSicgJQjcNhVG7vk+qWkvY6ZcLNmzGHxvLS/gKrkdj62kvUl+xl6Q239aedHi8dTQ2YrHGDWnYOxJHhpLOp6Yi1CgPpqa5AIjCkHpLpyJs1F3tKGptefm5QjOVYahxaqqswWeMw2+z92wYamNGeL6UvKN00iqB0V79bSTUOKirHi2ocDqNyx5Z+901ESjtvpiIFXb55w7DHAbTV1bD2qX+TO2M2RYuWnbAxdTY1DOlSiuBIy0DKcH8V9ZEIh0NUb9tEOM5Oc/uhHgsajZbpqy6msewAdX2yFcFgkM7OzqM2Dq01lSRmZQ8KOg9sRDRat1J8ajoGk4mmg0eOO3S1tWI0x2IwDW1EVVRURs8pMQ5CiCuEEHuEEGEhxIzDXvuuEKJMCFEihFjxSY6ro6kRV0M9k5efh0ar63dlODKcxKdljJjSGg6FeOPPv0NvjGH5rV8+oRo1rsaGYV1KyviUVqGRlc6RqN27m+72Nuy5hVFtN4uXnIXJGseml58FoLOzEynlUbmVZDhMW001SVnZg7ZHjIPBYBh1f26h0ShB6fLRGQdVU0lF5cRwqlYOu4FLgQ8GbhRCFAFXA8XASuDPQoiR25OdQCLd33Knz8KRnkFb38pBCEHezDnU7NlJQ+nQBXGbXn6OxrIDnHXzl4i1H3ux2OEEAwG62lpHXDnEpympqaONO+xbuwaDycTYqTNpbGwc1NtZb4xhyorzqdi6ibba6v5MpaNZOUTiNYmHGQej0YjZbB5VGutAUnLyaa6qIBQMjrhfd7taHa2icqI4JcZBSrlPSjnULHsR8JSU0ielPAiUAbM+qXFV7tiCLTkFe2o6Cc4s2mqr+1+beNYKTHE2nvzBt3jnoT8NagTUWl3JumeeoGD2fArnLSLg89J0sPyEjMnd0gRSjrhyMJjMWBwJozIOAb+PA+s/In/WfLKys5WGRA2D3VFTVqxCZzCy6eXnjqnGoaX6IACJWdFqtPn5+eTn54/6XKAEpUOBwKC/x1Co1dEqKieO0y3mkAEMTEup7dsWhRDiNiHEZiHE5paWluO+cCgYoHrXDrInT0cIQYIzS3kC9ipFYfGp6dz0278y7dwL2fnOmzzyjS+x94P3CAUDvP7n32Ewx3LWLXeAlLz821/wxL1fp9vVftzjimQqHV4dfTiO9IxRyUxUbNmEv9fD+IVLhlVoNcfZGL9gMSUffUBbayt6vf6I1cwDaa2uAiFIdEYbh0suuYSzzjpr1OcCJZ0VGLHeIVIAp6axqqicGE6acRBCvCOE2D3Ez0UjHTbEtiFLk6WUf5dSzpBSzkhKOv4JoW7/PgI+L9lTpgOQkJkFDHbVGM1mlt5wK9f98gFsySm8/qff8vBXb6P5YDnLb7kTc5yNjS/+j4PbtyDDYSq2bDzucUVqHOJHcCsBxKdn0l5fe8RK7n1rV2OJd5BZPBGLxYLdbo+KOwCk5hUSDPhpqashPj7+qNxArdWV2JNTT5gyqj0lDaM5lqaK4TOWelxKppKaxqqicmI4acZBSnm2lHLCED8vjnBYLZA54HcnUH+yxjiQyp1b0Wi1ZBUrchQJTsU4RDKWBpKcncPnfvJrlt/2ZQJeL8WLzyJ/9jxq9u7io/8+TuHchdhSUo9Z7nsgHY0N6GNMmI7Q8N2RnoHP04Ons2PYfXq73BzctpnC+YvRaJRQjtPpHLK3Q0JfkLujof7o01hrqoZ0KR0rQqMhJSeXxhGC0mofBxWVE8vp5lZ6CbhaCGEUQowF8oHjf/weBZXbt5BRWNSfBhmfmq5kLA3j5xYaDZPOWsntf3+cFV/6Kj0dLl79/a+xp6ZxzhfvIm/GbKp378Df6zmucXX0pbEe6cndkaa4iEaKO5RuXEc4FGL8giX925xOJ263G7fbPfh8TsU4eNpajipTKeD30dFQHxWMPl5ScvJpqTo4bC2H2gFOReXEcqpSWS8RQtQCc4FXhRBvAkgp9wBPA3uBN4A7pZRH30zhKOlub6Ol6mC/SwlAo9UqGUtHCIJqtFokktf+8Bt83d1c8PXvYDC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+   "execution_count": 8,
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    },
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      },
      "metadata": {
@@ -219,14 +219,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -259,7 +259,7 @@
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {
@@ -337,14 +337,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
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\n"
      },
      "metadata": {}
@@ -385,7 +385,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": 11,
    "metadata": {
     "scrolled": true
    },
@@ -394,7 +394,7 @@
      "output_type": "display_data",
      "data": {
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Gpgml0TFgjfg7qY74S5ZBKBVxtkDaz2xLV1ZZ/PXfuOzjWA9/Vd9nRT8j/suwbUibTU5+5xupv+MdlF7/esRvvZ1I5BmzO6SGs+0C7/WUemSYsCTaFIMeo/ni9h+4DFxz4ldKzQP/EzgNLAAtpdT/Pfd9QoifFkI8KIR4cOUK5ssboSZuc5sUvpVM39914yid+kapRxQK2FNTOt2tVt/yO7aSeupxyo0Fl5/ZO8nbztb4xgef5vHOczNqXo++JbNjWH3exxQC6XnXpUvRdvC8kxTyB8+LmIrFmwnMKQBcQ1DfLp1zHfHbO89/EN39FaKZ9gXPwVrbwvXEfwWknijEMC0WTzyD19YzyCTVA/G2xK8UdaH3p+6vbNinQcTfX9xNUoqmlnpgzbsnWdLEP/7Pf4r2Rz5C+x/Oe5QvGUFd32fFtAmAdxm2DfHZs8h2m12//dvs/p3/wdPHoTKRY8+o/u5om9qLOI6xbfv6SD1BSi3UA/HekbGrso3rIfVUge8EDgK7gKIQ4ofPfZ9S6s1KqXuUUvdMTk5ese0bWQRjbRPlLc+2cQsWu2+p4rUikuz90vPI3fXDpL2dwFpmT7K6Sv0d79zw8LejzaWeWpyww7H51Rt387d33UA3lXzLQ8f4o9kl0ucggfbRt2R2DAMBKJQmVWWi4ph6nPDa+48+Z4zPdEbPwfNeF0KgctqfZ1/O2TbiH0g9ApR3PmE4ByrIXkyyuvVaRycj/PX2xmsR/+VJPUop0ihm3513gVLMPKYz1foRf7gN8SfeKs2sOKgWNIC1qt2+xt/35O+lkpJpUjLNwe8AydISRqXC5M//PLkXvYjFX/1Vktrl1cj04Tf1wDUyoReYvdal309pW9+r1uQktbNdzj7T5EWv3Y1b0BJduI3xWRRFuFLiCnHNpR4ZJvSCBRLT4tD0zquyjesh9Xw9cEoptaKUioH3Aa+5Vhs3s4fM3KaL0PJsh8l9ZSoTet25W9efk56HWb2JtKtvyr5LZ+ODH2TpN36D+PTpwXf0I/1zpZ56nFDNHqCvGSvzqZffwjdPjPIbJxf48cOnnrMdjtJOB2nlsYRAIAilfiCNkT3IXo8ZL+SYF/Bw+/pLP2kaEgTzGzJ61iN2D2CriClbXoTG3+9/ap1XvQs64geILiD3XI2IX6YJSkl23XwrhZFRTj2i5Z6LjfibzVlUNhuqZcFJn+iLWcSfZNW73TTN0jn7EX9G/CvL2DumELbNrt/6TWS3y+Kv/rdnNQMMOiFW7FHep2dl3sqlJ0ek2ezHrJR58nNnMS2D214zjV3Q+n5wgQXeJEmQUjL5p3/G3v/78esS8cvOPAuTVT42Mct8d/6Kb+N6EP9p4FVCiILQc/DXA0eu1cb72r6ZbH1jprGkNt9lan+Zyrgm/n5mj+z1wHRRWWVhP+I/fkxXg9Zn1rJF+ou7XuKRyDVyWTrW4JPveoqv+q1P8UN/cR+/85Ej3FNL+XGryKdWWnzHw88wH1wfV8ILQXa6pMU1vbwTa5lLjO5FeR5epl+vRtffwsD3ZwC1acQPEFu7KNCjKOvbR/xZEZFZspGbEL81WcAoWBfM5+9XCa+P+MNnqfH3P2e7OQ7c9VJmHn8EKdNBxJ8kTaTc+rvrzVNrPyfZgrDfj/j7Gn9IIBWJgrJlUsiIv1/EFS8tY01mstlNNzHx8z9H5+Mfp/2Rj17WMQEE3Qgr7lI4uBcjjehdBvH316NkrsTR+xa44WWT5EsObkkHbGFj6+AkjmNQCmtuDrfRuObEn3gRTmuBpXGL/51+gtOt09t/6BJxPTT++4H3Ag8Dh7N9ePO12n6f+K0LpIjVznaRqWJyX4XSmCb+dpbZIz0PDAcZ9iMeTfzBgl6fXjn11OB71mv7vVjfaIlUBM0Q2zZ4+YEqvTDl3sfn+at7P8uZv/87bn94gdPLXb75oWPPich5PWS3Q1qYGPzeDvWxi8o+pOcNFqlXz4mgu42QbmOjnBEFCYc/c0YvoG+DM083+NAfPIK8hEXwrTJ6Bn+nRFEE5JKz20f8WV65Udyc+IUhcPZVLhjxb0b8cfDssnr6xG85Lgdf8jKCTpvF488Msnrgwrn89c4ZAMoKalIfV5zNQnKlMoZpEofBgOSLpjGQerx1Uo+1Yy0YGP/JnyR/110s/vqvEy9dnqVJ6KXsWHmIxlveghM28BqXni7cl3pOHI+Ig5Q7XrsHAKesn+ewvfWaWhRF5IIAEUVYQXDNpZ76whnMNMbLZ/Lymfw2n7h0XJesHqXUf1VK3aqUukMp9SNKqWtmyNGXeKyULaej/cKtqf1lSqMuwhBrEb8fIYSB7CaY1eqA+M1VrZH25taiqPXafn8QaCQJ1aDB/5v/BL9feAsfcP4LD1s/yR9V/j37d72JHxW/wOvuu5f0VIfvfvgZPrTcvLIn4Fkg7XRRpbX1Fi/Rx2SUppCeh59F/Ofmq3/qHUf4+Fue3PDa5/76c3z8Tf+RL7//IbbDiYeXmTvSuKTy/X67xUL+wKZ/b6cpFVOQS87STNILrq3IrJLU2CLiB63zJys+6Raph31b4/VST+g924hfPzaW47D/rpcihMGpRx9Cph5W5qd0Ibmn3lsA4CazNFjk7ds1OPk8tpsjCvyBrFOyTIpWFvEnEpWmJKurWDumBt8pTJPp3/xNVBCw/Du/c1nHFYaS0eYzyF6PgrcySO+8FKTtFkoInrq/xvieEjsP6fORq2Q2DK0LE38pS102fJ84jpHy2mXeLZ3RxXSR5SGU4Ka9B674Nl5wlbv9RV0rVkRbPOwrs21yRZvyeA7DNChV3UFK58CJUSqsHbsHGr9T0yQYz63T+MMOrzvxT9nbuJVuv1AmTvlZ//38YvgXcOQjnLVtfvmGO/hfvSm+5W05gi9ZjBTexr8+9Z/Z/+ApfvqhE/yfM88NF1DZ6ZAW1rIMQtmvYh5H+v5axH8O8feaIcsz7UHEHgUJT37m/ShZ58EPvZ1uY23x7rdPLvCBpcaGz6/Mar023GRhdSv0vJO4zg4sq7Tp31tJStlMKckmKvt9K/SvuVlxUbFERue/1z3Q1/nPlyWUUnSSTRZ3gysj9Vi2Tb5UZvqmWzj1yIMkqUc+v09v40LE7+n76qbiLhqGQIadgdTj5HLYuRxxEA7WnErnZPUktRqkKdbU1IbvdQ8dpPLN30zvy1++LK0/igVFTz9XubBO0Lv0NS/Z7tDZ+SJWz3S547W7B5ldTlXfD2F36wXjOI43EH//tWuFpcVTBE6OxPQohWXShWe3WL4ZXoDErx9AK9m6ocTy6Q5T+8uDm6UynqObpXSuT+2zpvaSrKyg0pRSW5NDMr84+LuYKXPb8qt56fw3DiL+WpSwJ13mhLOHP/j6f813iGXGP77Iv3+vZGpsH685afHP3m5hPbTAd3V+iR+6/x388YMzV/w8XCziNObb3//tfHbus6TdDrhrzpxBtohoumUd8W8h9YReQhJLGot6oPjKh75CEp6iPL6bNDrFP7zpw4P3vmV+lf85szggDCUVtdNaQvFXL94TZ6uMnj7aSUrJUBSUfqguJPfIQF/znpMt8G8y83B2l8EUhLPnF+X1UjkoeOtsurj77KUegIMveRlLJ58h3UD8F5B6gjqWUhwo7yUVgmbj1GAwsnM64o/DYLDP5XOyevqpnPaO8ytLc3feQVqrkSwsXPpxBQluqAd/N2rhX8bpSTttzk5/NXbO5OZXrO2fO6qJP+ptPdhGUUSxq+9tw/MQUl5T4l9cmWVxcjeR1aMUTdI9eeXLnF54xJ8t6toJdDdZ1EuilPp8j8n95cFr5bHcIOJX8VoEY47tJFlZIV5dxVQggVxNRwpKKSaevhWlJDvbB6kta+JfDWN6zio/Nm3ynq/8Bf/jAyW+44sxo9/3vdzwoQ9xy6c/S+Wnfox7Zky+8T02L3voH/jRB/791Tod26IRNphpz3CscQzZ6YJTJlWaCPw0i4osl7TlbRnxh77+fWWug0wlj/7DB7ByJm/4xVdTGNnB7GMfYO6pZWKpaCUpx72QJ7uagNo1n0Tq2zSoXRzxK6V0Dv8W+j7oCL9iQUHqiPhCC7x9y4YvzGXpkpvp/LaBs6e8aQVve12U390snTO+zMrUdVIPwMG77wGhUCpaR/xbzxbrYZuqEkwUp/XvzVNrEX++oIk/8Af7XLTWIv5uKkmWdYGVtYmlQP7OOwHwn3jivL9dCEoq3O7ioE4kp3zCxLrkmUPY8lks38atr9yJk1vrYJUb08915G19ztdH/AB2HF+zBd44Cmk3F1iY2oNvdykH4+THN5+1Phu88Ig/I247hkZ4fpS3Ot9FSsXUvgphkvL2L89QHHPptUKSOCVN1k6ZOTJJUqvRPH0cgDOTUG7HqDRl/liTcmMKz/sz0vBRVg/rh/RMJ+DBisfes4q/eNcou060mP6NX2f6134Nw3WxqlX2/rv/wIs+83nUj38vt87C7V9YQF6n/P7+orSf+CStJqZdJM6IP0oDUpUV8jSjgca/Gq/51qepJMmIc2W2w+OfeookPsxt37fEydlf42v/+TehZIu//7O3sxquEeoHs7WNvm0GQNC4uKbTcVwnSdpbpnIqpWjFWuMvKR1ZXsihU0UpEQm+1Ndws5RO0Dp/NN9FnTOItNd527Q3EH8/4r+8aHIt4tfEP3XgEKVxTWyOPYZpli4o9dSSHmPCZry8W//ePk0U+BimhWXb2DmXOAzXNH5zLaunl6YDmXO9xt+He8stYFkETzx53t8uhChMKXfW7CNcI0JiEIeXJvd0ewopLHbdXN3wujNaQciEyN/6ekdRRKm3jvija0f8y6dOgpIsTO3Etz0q4Rj5icr2H7xEvKCIP1UKO4v4nQTq3vk6X79id3J/mX94con/8sEnmRMSFHSWO0hrrXJT5auQJKw+/RgAJ3eDKXVu/8P3zhDYdcwooGvO0HnKQCnFfLNHeT7lP/5VguPkOfDudzH6Pd9z3n6Yo6Pc/h9+jWO3FhjtbNSGryW8WJNTL/RIWm0sO0+alfknKibKfNyjWoCfZk1K1JpmHq3T5VdOd3jgo3/Fjd8+i1nQkejUoSl23XIPnaUv8LlP6axe1xB8YLmJUorl42vEFbQvrpBnM3O29QikXt+pWCYlskX3C0T8Mk4JREwQZ1LPFsTv7q9AqojObBygOusylzrrSP7ZFnCdK/UIw2D/XS8CwDByOM74hTV+GTJmuBRzOuKvdc8S+T5OXmeR2Ll8ltXTJ34DUwjyhnbojJeWwDSxxsfP+27DdXFvvongEiP+sBdT6ZxGGVpSck19XS616Xqf2N3ixn61wrax0vCCA0lf6jGqetBw4uiaST2Lx3U6+NJ4AQTc+fR9GIuz23zq0vGCIn4/lVjZ9XNi6PSa571nebZNvmxTqrocWdDT9jTrfdmab6GcNQlImvrn9gltqxvt0Dfb6UdOMnekwdHxzwDQsxeRNZvafJdefYH9z5hEeZODf/decrfffsF9Tgo5CgHMXSEDrEtFo6M160c+f5Kw1sSynEGUL2yDUIYopUg66SCPH9Z0/v6CbK5oszzbYudrPkRuNOHmm38VgDhu8i0/9y8QhuDLn9fl/t+9o8pcEPFIx2Pl2DI5X5NX2Lm4tL5+Rk9xi4i/H3WP2PaA+C8U8ctUEhARbkP8TlbIdW4+//pBu7O+pd+zLOBKzpF6AHbffgsA7ZUWjjNJeCGpRyUUUov3v+8z+ndvmThYR/yuSxwEA6mnbGky7lszJ0vLWBMTiEz3Pxf5F92B/+STlyTThF5CuXMaOa4HI8fKZMVL9OsJfb3Pbv78RuWmiojCrfcp7nbJBwFO9mw6UXTNIv7FE8eQuQqRrWfa+xdX+UTryid3/KMm/u4Xv0j97W9f+z1OcdYRf6t9/gldnu0wtb+CEIKjGfFLV5+m9lIX5axF/Cn6AemdnSU2YXxEP4gPf6mOkzc5U9KacGJ2UEJx7P4lVH2O0Qb0psuYIyNsB1ksYkmYO3VpU+YrhTNn9HS+MGVgxiGO6ZD2c76lRSQDlJLIwBos7sKazt8n/umbCqQJGEaVQ3t+m507vg2AKK4zMrmDl3zjG+maDYxayNc5eRwh+OBSk9pyxEj7FIaMCS8ynbPnnUQIh1xu96Z/789GRi2bAh4m2yzuppJAxPhBAKbYUuoxizbWVP68fP7+QFP0enSy86KU2kD8l5P9kvZrUrKIH2D6Jj3LWZ2Zx3Emtl7clSl1A4rKJfINLKWo+TUd8ef6xN9f3F3L4wcoWRnxLy9j7dhB75HlTTOdcnfegWy1iOfmzvvbVvCW6hT9JYzd+0AIbEufF699iRF/Jun2LRrWw1Yx8YUKOOd1pWz+Dj17uqbEf/wYXnUXZU8nidyww6eRP7HNpy4dFyR+IcQeIcS/E0J8UAjxgBDic0KIPxFCfKsQ4jk/aHQ/81lW/uiPB7/Xw2RA/AbQbW4sMInDlMbC2sLukQUdDYYGCAGdVQ8y4g+kQmbVu+HKCvUSHLBjeoUdLK8WOPiaUeyMCB0piHbVeebBJVTrGXbVwdg7fVHHIMo6iqyf2b6N3tXA4qKuzh2dMjGUxDZMMFISlSClQyx1Sb9IcwONH2ClT/y+PuGRrbtErTzyTRy67buyPHNBHDcBeO3/84NEI1PYh+v8xl8/ymsrBT641KAXWZTjFazEHzTo2A46o2c/QmweifaJeNTJIYBRS9G4gJQmFATEhGGIUbA2zerpwz0wQjjT3uD+2CfOyWZ9ED2ncYxMU2w3pwfO9NKrnTeL+M1sDFh45lRG/JtLPX5nAc8wyFNAIKgqQS1qEQU+dn4d8Qda6imYBkaW5VY0DbpJSrK8hLXzFhrveZr2x8+XI/J33AFwSXKP/8gjADj792OUSlhmRvyNizcxVFFELDPb7Pz53assIyVOtrY6llkmUuHFL9b7El0bqcfvdmguLVAb300hXMRM4c4bG1SWj23/4UvEluQthHgr8BYgAn4b+EHgZ4FPAN8EfEEI8dorvkdXENbEBLLTQWb+I41eFycGmV3z8Jwp1OqZLkrB1P4KjV7EYqYp96KEYtWlUw9RVgGlFL2kC7H+IqPepVMGT+3k+ME3IEjZ8UqbXJjplLFJc98s3UbIyFKPUgClm269qGOwq7pStrc082xPx2VheSWzZfA9sPLajVOlSFIgRyR9EAJhlPGSlJ1Zm7hzpR6r8jAQM7Xn9fr7hIltjxLHenHVchwmX/kaCCVL3Yj0SIvFOGFuwmJ8dxEr8YiCi1vn2C6VcxDxO5rgRsx0S6lHpRKBIBA64ksKW0s9oOUeFSQkK2tE1c40/qlGbaCXr7lgjurvvYyI8tzFXYA0S7Gtzy0hZHFL24ZGU8thbmZPXVUm9aRHvD7iz+X04m6i2y720ffkj5eWCctaTut8YZ6kvnENxr3xRoTj4F/CAm98RL83f8tNGOUSlqGJv7d88b0r0k6HxNLH4OTPH/wtQw4yxTaDyNJU+wPX5Ub8S/e9h4U/+baLf3+m789P7cHxzzIe6GYl5vQ3XfK2t8OFovbfVUp9g1LqD5VSX1JKHVdKPaGUep9S6ueAr+Ua+uhfDqwJTZrJqp7uNjt13Bh6WQV00tloqbycTdGn9pU5srg2Xe8ECeWxHJ1WDHaBWEUEaQvlxaSmQ8lLCIqS08nd1CZewbj/KKHjkc+I344Fy5MnsFyTak2nvo3f/vKLOobS1C4A0vriNu989ohlzIq3NhhKqahlawvxyVPg6pmQSmPSOAQjTyQ9hBAYhosXp+zOZcSfLWIGWVpma8ZG0CHy12SJ9cQPEI5MIICyDPny4SXclYAn9zlM3bITW4aE0fZyiJQJvn96y4weWIv4q46u4hwxki0Xd9NejIEgEJm8tQ3x9wu5OkfW2m12khQzTRlrNenKPvHr81KoaLnv2RH/2jlNM58emQgST0e9m8k9/Y5bttSpglVhU0tDomCj1JNEIZ0kGeTvQ6bxxwmy3SaxJlBKIaWice+pDdsQjoN7660Eh7fvcduHPHWMwK1S3D+NWSyBkliJh1e7ePuStN0msQpYpsIwz6c421Ik6nwJaLDfy8vEjoM1NYVw3cvO6nnv/e/h3Z3DpOHFrU0tnDgGQnBiejdEi0xEgkQZ7CjsveRtb4ctiV8pdd78TAhRFUK8OPt7pJQ6fsX36ArCmtDZBumqJrNmYwFLgpfXh516zQ3vX5ntUBhxKI66A5nHsQzaQUxlPE+3IxFWnkRGhGkP2Q3xnSqVniQtKmre6wCYnvsH2lGbfKi3Y0aKtmxy6K4JnOgWpLCYuO3uizqGyV0ZgbW29v2/UvizT/97vvlvX89MTXeKqp/tEiifHQ0FC8uogj6fCoVSMULkCZMuRqb6+VFKxTIZs82Bxt9qaILpLiZM3zjByunOQAax7eoG4l/OSvNf65/kpqkSzuEGT+00Kb/4Jixi4nj7TkRBMIdS8UVF/FVXk17FCLfU+NOm3qfcne9h//5HiVy5pcYPYIw6xDJi4cF1nk1JSiHwKfkenWzsCvsR/0jmgnkZmT1JFIIQmNYaifUjfhkbhD19XTaTe+odrWMbqR7MK+Sok5yT1ZMZFMYJJWt9xG/Q7ROhKuArOBFKgsdXieY3ZjTl77iD4MknN/QEvhCMs6folPay1Cnw2Z0/QZpK7KiD17x4a2aZEb/jbH6/2BYkbE385uoqfkWv8xmVymVH/M7h07zqPQXO1i4uPl48fozqzt0slfJEVptJKTirxjn6zIPbf/gSsa1OL4T4jBCiIoQYAx4D3iqE+L0rvidXAeYg4tc3fi+LmsNcFr30Nk4fl2fbTGWZGUcX2kyUHPZU87SDhPJ4Dt8HZbvEMiRIOtiGiVGpYKcQFcoUersxk68wurxAJ2wPIn5DQs/vsO+eKQQFlidvJ7fn4kbxPQdv08fSvfiq1ctBIhPeP/dJQhS//n//BUopFk+2Kfbq/K83p7x8Po8saJ8egcDIWZr407UHvRen5A2DcdsaSD3txjzCiEnau7j5VTcRBSmtzLdeE39z8PnVXsR7nP/Ofx35Y9764qcw4oB4psvDUzvJh/NE6fbLSv1Uzq0yemAt4h/L6WtdEeHWEX8rQpoBzsRxSqU6iS0vGPEH3Q5h6qHW5Ym3o5hC4FMIfHrCQCpF3I/4Ry4/4o+jCMt2NjSaGUT8sUHYylJqNyP+rp6RqFQPfmWRpyYEUdDFXhfxQ0b86yL+kmkO1iqM1CIwBMktVWKlaHxk40Jk7o47kJ5HNDOz7fGkrRZWe4VecQdnlw08c4QwsXHi7iX5NKVtLfU4uc3vF9sxLth+0a7VCEZHeeqLZ6lPvRg3ji9L4y+1Y0Y9OHX66W3fq5Ri8cQzVPYcQqUhgRszrVJOGzuwp6vbfv5ScTELtCNKqTbw3cBblVIvQ3vqP+dhTWii6hN/X9OPMjmCYI20oiChseQx1V/YXWxz684K5ZytpZ7xHApBZOSyiL+NIQTFW/Uibei8BkMZmOa92InCX1kcED9A0OvhHioj0g5ndr+Czqc+dVHHsGOfTimz/KvboetLT72HFSH5mkhyf7TKxx76YxZPtrjn6VksCbcdD1A5fQMawsR0TS31ZD1blUzxs0XACccaGLV1W6sIM2Bs151M7dNE229if27E3+iE3ClOEtpdjj783/iJnb/Mazu/QvqzP8ANT/wNUbJ91Nfrm7NtE/G7hqBg5RHCoSw8GkmyaWZN2g4JKqcQQmFaMaElUWGK2sJVtNuo63WPdTzeDiOKvkcxI/teKgcRf3FkFLh8qWe9vg9rjdYtp4TXyBbWNyP+QD8Lcag1/rwqEBqCNG0NIn4ni/i7SXqOxm/g9WdtqSDNW7z8u27kWCCJT7UJjq1d01yWGXMxC7zBU3qW5LsTtNr6+8NE4EQdAv/iTdJkp01s5XEL5y/s6uMySU13U7dXlaY4zSbhWJXGB46TTL8eN0kuK+Lv+4LV5rcXRjqrK3itJvbOfTg1PRu7Ke0xa+4kUOVtPn3puBjit4QQ08D3Ax+54ntwFWGNVUEIkhV948eZpp9mN7QZrumGq3MdUDC5r0ySSo4tdbltukwlZ9H2Y8qZL39oOsQqJMgi3V4mr8bidnwjwC3qixbPnyUfmViufkPseyz6EaONh2hX7uD0L/2ni0rhs3J5PAccf4304rNnOfFN30zw9JVb7f/AE39JNZX8rze+jzsSxe8cfjNnnnmau48tUS9BuSchI15DmFhFF1NZmuQAGbbwpCRvGkw6NqtxQpJ0CLwA8Jm+4QbGdhUxLLGO+LXG3z8Pstfi3+0c4VsOTPNvdkxyatHhl97dZO+qxFQQcuH2hqAjftuuYttbR0ntREtSAJZVokSXUKoNdQh9pN0If1RnVJlmTJwVFG0l9/QadSIZYK6r8G5HMSXfo5D54HSSdOCJk6+MAmv2C5eCJAq3IH5BeXQH7aV+0/XNiL9BXilkJp85Sg8A0g02aPyg7RlK1jkaPwJl57EBMeJS3VnEuXuKnlTUP3JiIOe5N9yAyOfxD29P/H17h8gdobkaZvsOjvQJwotvOK41/jxucfOo3sly+6PW+ZXgydISRpoSVPex24ARt3zZUo8V6fupvbx9OuviCf0shxN7mJ7T5+GWtMu8M0XQuPiF7YvFxRD/fwf+ATiulHpACHEIuD65hZeIr/RCPvoN3zaI+MkKtgxHT2/FukWXNSvmCqdWe0SJ5NadFSo5m04QDxqyhMImlhFhFll5SYgUJjI9SKDOYGTrB+H8GfKhydi09gEnTDk6d4T9cw+AsFkafREquMhK1Dy466QD/7HHiGZmqL/tbZd3Ys5Bs7vIZ4IFvtXdiTt5C//fS3+RhlBEi79NLpb80au/g8AyMVqzxDLBEjZOpYidpERZFy4ZdghQ5A2DCdtiNUpoNh8kjfLIJOLAS27DtAzGd5XWEf8YUoZI6RNJScWr8WDO5bZVkzfd/zX8wgckYXWKo6/Qg6fFEskF+ihAltFzjhVzEqXc++bDNDMibCUpI33iN0sXrN6V3Rh/VEdsppkQZou8W6V0dpt1wtTHlGsacjtJKPoehcx/v5NKIi+L+J9lVs9mxG+aBcoTU3RWGlvaNtSjDmPKIAyzlNA0I/58tKGAC6AnN2b1lCyTVAiinbpYzJ7Ui+T3fPtBjkYSuezz1H0PcrJ5EmGa5G6//eIi/ieeJMiPgWXRa+rzEcUC10oJpYXcpkH64By0OyRWgVwlt+nfnWwm4NfOd1KN5nSPAlm4AUsILMO87HROO7ukcWP7vgRnn3ka07JYdSvsaGhpaHeS0LAr3BIcveRtb4cLpXP+oBBiXCn1t0qpFyulfhZAKXVSKXW+x8BzEB9eafJH3/q9BHWd1aB8rZPb9igA1rooa3m2Q6nqUqg4HFnUN8Rt0xXKOYtOkFCq5gBFiKmlnsySOPTbNEYOInAQ8Smkqx8aeXYZQwnGdmvid2OD2uHPUG3NYKg6SztePmgWAdoT5/V/+3q+fPbLG45h+X/9Pn5O4K4rMY9O6wii/dGPkl6Bit6P3f+7xELwxjt/AoDb7/4Jvlfu4NCRFrM7Rnl1/A08cMsbEfXjBGEby3CwqhXcOCYaaMo+gYC8IZhwLJpJynL9PmRURMYxe269AdBWGCunOyilBtchjpvU45SxYBHXE/zMBxKqn/o0Z3Z9Dfv/9b/l0WlNMIraBguIzeD7s+QLBza8tnqmy4mHVzj7jD5X7Xgt4jetEiWlI6rNFnjTXoQ/onVr04yJ0O/ZSufv1bXUY6k1maGdSIq+TzGL8rvrIv5nm9WzPqMH+sSf18S/uoLjjG9avVtPParCZtXN88jeG1GxJv44H+PkNZFb2cy4J9UGjX/QhWv/S/Tx+SeIw4DKeJ6xV03TTBW/efh/8Ktf+q+ALoQKjhxBbdPUPnjiCbqlvRjrFqtjZZNzUkAQXmBtZT1kJ4v4S1tE/MWsC9cmfXfjM/rZck0tE9vCwF4X8XcbAfd/6OSGOo2tYGdFZLLduOD7OrVVDn/yXnbdcjtHVz1K6jR2AuOpJLAc3IOv2nZbl4oLRfz7gb8VQnxeCPGrQohXivWrSM8D3F0uENoOx7P7Tfj6QruOXvQ11xG/1woHcs6RhTaWIbhhqjggftMyyBshgTL04m4W8YftBgtTt6CQWL3jpPYoPRfMrF3c2K6s809swMwTCKCQPkNz5CbSztqC7fz803zn+xY48fjnNhxD8OSThC64wdqNFs2dRjgOKgxpfuADz/o8fWDuk9yWwC13/D+D175+8QfYXYeHXnwIC8Hq+N0ImZDMfwXbcOhIgWkWBxF/qBJSQ5CLFRO2fnBn6odJ/BJCiEFkOrm3TOgldGoBTibHRHGdWpwwki7yy+9NmainzL3sR1jY+WqqL7mTfDXzgpFNggvY6aapTxgunhfxt7PF5Cjz1d8Q8VslikpLgJtF/H48i3R6KFnEsmJClUX8W5BQt9kgSgNs4QzIoS2lXtzNNP5Omuo8fiHID4j/MpqNxFtH/JWJSYJeF9va3K+nLiPGjBxP79jH/YfuoJtp/ZGbDKQeJ5dHCoMQcV5WD4A3phMU7v/EX/CVD/4dAC/7loMcTRR10WCurntT5O64AxUEhCdObnksSaNBPD9Pq7Qfte6YYrtIwdWzPO8i/XqSZkb8W2n8/S5cmxB/dHoOKQSFRA9+jhCYYTToRfzMg8s8+LGZgVvvheBkuyt6G2cWYdAaZDkppfj4n/8xcRjSra/y1KKHsNuMxgIBxLGgtOfGizruS8GF0jl/Syn1T4BvQWfz/CTwsBDir4UQPyqEON+L9TmGl2Tddp4s6MURM5N2SpYeza1knWFWkA7sW48utLlxqoRrmZRzNn6cEqeSPB6BglhFhFmka3Y6tKq3khp1LOkTyQlWRsDJpqr9iN+JDQpZe8ZRr4EyTLysKCVpNIj+1a/whkcUhc89uuEY0k6b0DXJrSP++PQcuRe9iPzdd9N893ueVWPrp09+giMi5jt3vBKMtdvB+vSnCXI2C6M62i4Zo8TlPXDmAUxh8cATdbqlQyQqRipJYGZasZ8w4ejzuOAtkUZ5nPxaVDq5T1+LldMdrIz447hJLUooymX2rcCxPXlOle+kHCziHDhAodqvcu5c0KHT83XqaOGciL+9qh/SvjHXBo3fLFGUeka4WRFXz9ILjoIXYRjp4LpvrfHXCKWPEAZpT/sYdYWhNf7s/pvr1TNrhNxATrnyUk+WgaVKm+bx10gZtQp4jibBWqwHoMBNB2mctusS2fr7N0g9WfQfFMfw05hUxTx674eJfI9CxWHv1+2lafZYTetEaURuUMG7dT5/38WzXTmAsnIYhkAIpSWbrO7mYv16wo4Hwhho+efCregv3KwLVzw3R69UoZhkGXlCkOZGUZlNc+OonhEErW3qCpQauASY3pqk3GnP87p3fRWf+NJvAvDU5z7FqUceZGRyB83FRbqLNTpFyVhq0lF5VNvnhonzTfCeLbbV+JVSHaXU+5VS/69S6m7g14FJ4O3bfPS642DepZzEPDk2iVIKo0/8eU0k5roHPQ5T7CzN88hCh9ums1S/bDDoBAn5tIOvIJERCkkkYxxPEOb2o9IFEDk6YpJ6BVxPj+iDiD8xKNdadPMwUtMRZne1R1Kvc/rHfwIxe5ZuDoxnNi4EyXaHyDEoBAysmaO5Oey9e6j+4D8lmpnBu+++Lc9BnMbnyUfr8YGH/xhbKb71Vb88eC04eYrS3KPMjtzB/tYt+HYbE8H8oW/Eas7hdZZZXg2Qhg1GhUjGeFYWXbV6g4i/rUZQMk+puuYnPr67iGEIlk93BhF/HNVZjRPK8SpOAoFhE0tFtZQgTBN3XBexmWmXYBNdto+tXDn7/ZL7lb8bI/4yeamlkM1sG3ruUYgLOO7NAIRJB4wLSD2NxkD+CuodAqlIhaGzenKaRA/XTxD5Hk6+gJkR6+URf7iF1FOgMq6JX8W58zz5VRJRNwQjZpletoDbs3OMSIXvyHUaf44o+/4NUo+hB/nQyePJHghB0Ovy+CfuBeDFr99N19TEOL80N7Bf2Mqbf/XtT9H66JcA6JT2Elt5RqbyuA7EdoFCVn3rtS9uVhRm9SCb+fQAuCPF7H3nR+3R3By16j4qhhj0nZCFSVRHE39zNuuxffbCxmkdv4ubXVI7WNvvubMP0DMEjy58hW6jzqff9mZ23XI7hmXRNVwOzD/N8gjsTBWnmSJXb3H/B955Ucd9Kbgovx0hxIuFEN8hhPhu4FbglFLqG6/43lxhGEJwRxxwdM8BZLeLmT1chcm9SAHmOs0xChJs1xxYNdy6U0em5Sz1sxPE5JMOvtQVrpbjEiQByjwIwmTUX0CIIqtGFb+kcLMshPL4JKbj4MQG1UZAvQpuU9cT9E4vcvrHfpxoZoan/u138sR+weiZJqvZYrRSiv/zsq/iQ1/1/RQCWGq1kFFEsriIs3cf5W/8RszRURp//a4tz8G9M/fy0x//ac5kjbXXIw57fLRznK81RxmduHnw+sKb34YUJp/ZczeFaJLHpj9DKiJmx1+EEoK5+vzaOTZ3EsmQICOQx49/ibmmfsDbyQ7AYEyEdD71aQAs26S6q8jq6c6axp/oiL8cZDMgYaNUxPhePWCUdmgiN1OfoLl1pOV7MwDk8/s3vD6I+AOdsrk+4jetEvlEL75tpvH7xWcQrX04ro6I47iNUdi69263UScmq1qudwbOnImzg2f2/TAATzfnBmZo/Yj98gq4dB7/eqSpj2msRfxJ4JAkrQ22DZ3WaRIhqFiVQcTv2S5VKejZaoNlQ2hnxL8uq6eQpaLGpoUnW0zs2cfeF72Yhz76AZI4JrIClNBByszTxxCGQe5FL9rUm18GCcGRGsFTT2Lu3kdiF4jIsoRyBolVwC1kxL+y9aC/HmEmB27mzAngjmayVvf8cx7NzdEdu4WCIaiF2UJvfhwyf/5eTw8GwQV69gKcXV0iPyD+tftqoa4Xbmd7S3ziL/6ENIr5xp/51/idNjP5A9zkPUIvLziYhMyZU4x1auy96ZaLOu5LwcUUcL0F7dnzPcC3Z/8u3oDiOuPFpuLk7r10l1Yws05H+dEJIgvsdRkicZDiuNbAqqEf8ZeziL/tJ+SiLgoIpUF5fJIwatEt3woq4o7wDIZRpCHKJGWJFCYYggeaj2AVcjixwXgjpT0qcKI2dtRG/tX/JpqbY++f/SnHbygyOyWYbKS8713vIkkSfndmibe8/lt59MZXYgAnTz1JfOaMnkbu24vhuox+7/fQ+dSntDf6JpjvapKuBedP9z/3wB/QMARvvPn7Bq+l3S7+vR9maeqlzI/dBMDZkadoF04S4OBXd7MgSrjZ7EiYE0QyJMxpWW0qKnG2qeWRVvsAALmjj7HyB38w2MbUvjILM3W+9l1voB1DHDVY8ELyYda9TNigIqZepGdL45N7s+sVEjS3fuA8fwbHmTyvz25nXcTf9+Jfn9UjZIuSaZwn9cRxi6g4T9raTS43mr3WwSjapJtk9Sgp6TUb5May9n7NHo1+NohRIUA3LDnZWSD0eziFwiBiv3JSTw/TKlCqjiEMgyhTxtbLPfXMp6doV+llxO87LlVp0rbVYHF3Y8S/RhVuUy9WJpZBJ15hbNceXvHG76PbqPPU5z5JM2wO3nvqpM6Iyt3xIsKjR1HnHGeUpVEnZ08gbshmVdKhurNALm8RWwWcvA1KXjTx9734nS0i/txY1h/Z20j8aaeDbDYxKrr4bzELJGR+DNHTAUcvzVJc65s/b30sLs2Q2QzhrEvMWGzp7/TmFScevI/X/MAPM7pzJ2kvolm6ialUr4vcmnSYs3Zw6I5ZlD127tc/a1xMxP8qpdQ9SqkfU0r9RPbvJ6/4nlwlvKTokpoWj6/UsLOiIrNUILLBzAo4lFQDqadv1XDrdFbKnl+L+HOh/luES7FapeufoV69BVMcZ4wE0yjQljnMYkpoWRg5m7e99WP4aUIhFIz0wBtxcMIWL3309xHtBnvf9CaKr3419aDO6Sl9QYJjx/h3n/4S/3NmkVwQELj6QVyaPUp0Wt8Y9l7dWm/0B34ApKT5t+/d9PgXu3p20QrPzwX+wIkPMikVr3nZzwxea73/A4jA4/E9r2KCAr4ZkOTm6ZSewpaChT0vp1U5wE1TAQKFYY4Rpj5hls20Kyyz0nocS8W0W1qbNBvLRKdOofoulfvKxB7IsITfc4iTBgvtECcjhdi0MKMGlTt11fJ4dRzf1S3w+tP4zeB5M+fJPDKVdOr6M3GYDqp21+fxSxlRtc3zFndbTe0UGbV2k8+K1+Kki1ncPOL3ux1kmlDcqZMH4pbPsZaW7nbkJ/iGkoUTR3RTyWJSw8nltd2CEFdQ6tERv2GalKrj+M3zq3f7Pj2OWR1o+J6To6wsWrYYuHMapkmaDQIbiL+mBxHPgpZ3lrHde9h/50vYcehGHvjQ39Hw1+xFltpnUUqRv/NOVBwTHNuYCR6d7iCDNrJbQ+48AIBCUN1ZwC3aJHYRYVk4cRevcXF+PWHmtb9VxJ+r6mc7PKcLV98+upDTA/RSMJN9YBTheQSdkNTIFobbF474G0vruoitW59b6C6QCw1uODLGjhtu5GXf+p0E3S4vGXsDP5e7kXxmuXEgCVi0xpl6aYPpQ1feCPlivvHLQogLdwt5DuOlE6MAPNb2sJKE0AYj7xDbYCZSl89nXuJ2zhxYNUxlK/+DiD9IcKKsYxI5CiOjNJJlvOI0OCeRjQa2kcdPDPKFhNAyMYXB3fNvQMQFSn7WN3akhCUj8v4KK6/+IYqvfAUAjaDB7KSWh5Zvv4t3WxVeZ0q+99N/T+AUSIWguzhLnKVymv1GFXv3Uvzqr6b5N39DLwgHfW/7OLmko7tz/UI+/PCf8HnV49tGbseyNHkoKWm88510xw7xYKnMvsTgbOVpSkrRLutp+uLIXQBMnvoUpaJCGCNE0iNyNYFMhxVk70kqtPA8PaU22ivaKves3of+Au9kby+xdInjJkvdYDAlDi0TJ27g3qxnHLvKRQIXnCgh6F2I+M/P4e82wkF2TRwkA5+ekXVSD8Coef7ibrP+ECiB15kinx8FIEm6GFsQf6+hCW9kj857SLoBTzU1yY6KHCVTUAwjlMhzwlrAyRcGGU+XLfU4GzNX+hE/QHliEq+W5cOvJ/6uth2OjInBa57jUkptmqYxkHoA0nwmt62TetwVLY15pqAT1xnbvRchBK944/fRXFzgyce+NHjvqlEjWfXXLfBu1PmjuQ4yO0dRda1/QnW6SK7sElsFMIT262ltf46UUkSZmV/zj3+faJNeAFbBRciE2N840EdzZ0gNi4pZJFQhrf7aiFvBDkNWn1ozoQt6F87q6TbWTBXddbu9ENZ51ZNj2KnBnd/2CgzDxGs1Ked2M6WgkRXp7klSmpmJYHX8jm2P+1JxMcT/NjT5Py2EeFwIcVgI8fgV35OrhN07ppho1nk0lpiJJLLAcE1iS2AlCj+VxNmin5OzBlYNfVTWafx2FpVJZWOcnqMtNdmlhUWS5WVsM4cdB7g5CG0TEWcmbWmJQmbfEI5q7TWyKzRLBwbbaUZNVkbh71/1Gv7PLS/jxm6Dr/q/72Okq2cZvXyBsLZANDeHufMWVv70GbzH9I1Z/cF/SrK8zI9+8TF+/shGX/RaNsWve2tRmFKKj33l90mF4I0v/4XB670vfIFodpaZHa9lLl+kogzmR5+mLA26+WVqhiQwqpSjBsZ99zIyYiCMIlHaXcv+SA2m4hojokuc6MHTSvSAGZ7Q+fDje0ooJBPdPQTSJo4a1Dohtq+QAiLLxDIjjCzjperaRA44UbplHn+SdIjj2nk5/P20O8s2iIK1iH+91AOZJ/95Ef9DuJ19BBKKRU2ShgiReWPTrJ5uRvzV/btRSpH2Ip5p6cGukhV05aMY16lyKl8bLKJajnsF8/h9TEN/b2VikvayjiA3EH9PyxSdLFcdwHdyFKRL1zRI4jVJJSlkxL8u4ncyWdGzBN2kOUhguOnlr6a6aw+PPfAZvX0xwrJdp/PEKvbu3ZijowRPrhG/Uopork3amgUEYW5tfyolheW3SOwCAnDiLkFv+54FyvdJhD4nwd9/iO5nP7fp+ywZDgK+PuK503SLexgxBe2kRqoSYhmBW8QJI2pH1gaR7epJwmbmD5aDXABkiRm1jseBxSKHD7VopHog8RtNqmaZArA8KsilUJGSuABx18K2r0/P3bcAP4L24O/r+99+xffkKsEcGeGW06c4bDpYsSSyoZf4JJbAThTdMBnkdxu2MbBq6GNN449A2LgCUhzM1RqBMYkddYjKEhUEFEyL0aCBsAo64o8z/VXkcRIbKUCO6IcktVz8aO30t+IWSe4V/M8f+VnuXJjlXa94EVa3R8nTD263UEQ1V4lPn8Y69EoAmh89iYxSSq97HdauaZ54uM4nPztLsq64pJmZoDX95uC1elDnjGlwU6I4tPc1g9e9Bx4A0+LxnXcxInS0MT/yDEVp0DMV86ZECItpx0LFEcVoVRu1SY/I0USaSxX73YBymoCZEX/WtzfK8rhtxyQprjLZ24svBXHSIOq0sHwI8rrrjbWu6DJvCCIH3EgSbuHJ72V67FY5/GO7isRhel7Eb1n6Wo+a6YbFXaVSOt5h8s0biEgHGr9pxkSuRPkJ6pzZVT/iH9+7n0gGSC9hpquj47LU2yuEMZXcTs6U21gD4nc2Ev/Db4dP/Oqmx7m2f4rknDx+pSRS+phmEaUU5YlJmvOZPLmO+GtZK8u60FLcTsfCd1ycbKBuNNaM1pK+1LMu4reWFjGkomNIYhlS3aUjdWEYvOI7voeVjh4Ybhm9lSWrQfvwKkIIcnfcscGbP60HyF4C4TxGaQexZ4CSFIoGvQ+/H/8fPkxiFZBxih118IPt05bXe/GbqT9oCH8uLBUPZgZ9RHNn6EzdStkU1L0zTO4/SJh6CLeAE0e0TuvzJmS8bW+IuKPXQVplg2IAna6WWjue3uZyNWS2rity/YU2phDYhs3ZcYPx1NL1PqN1gl5p0+9/trgY4j+tlPqQUuqUUmq2/++q7M1VgDAMbl9ZZDZXxIolsS247+GvkNgCM4ZOKxjkdy/F8cCqoY+SmxF/J0DZRQqGQJLHDiNiZz+lztPk8lpvH1EpI14LlYwSWSZC6QdQCBehDJZHIG9OgTCRTokgXZumN9KExuTPsGN1hl/7099hz9Qkr7nrLsoZ8XcKRYxOi2hujrR6K7FSyHZE57NnEKZJ9fu/n6gnkfM9Hqjrhz2WMR2pf16v8c/XjzNrW+wyNkaLyWoNWRzhaVdxIBGYJWjllimlFh2LgZFtMT+Cc9PNWE8/BMLETyHIUvxid56SE5LrRgiyfPDEB8siPLVWwNMrzDPR24OX6sXdfG8FxxcERX1OjHX6rBCC2DFwQ7Vlr9S1VM4DG17v1AKEgLHpIlGQrGn89kapZ8SIaazL8up2j5Eqj3zzRpQJtq3fZ5oxiZOl+Z0T9fUj/pGpnUTSR/kp874+7+XMuycfpbh2ldBOWXEz64pzpJ7o0bci7/+TQZS4GZIsUWF9Vk/fmfPY7BJv/h+/jiyZpJHEMIobqnfrUZOKVNSyweiOcgHfzWPGmjBrzZm17WRrN+sj/mR5iXyqaBsx5fHJDdLQbV/ztagRF0MJbp++lRW7jlzqoqTSC7zHjg0aI0Vz+vjT9jzG6D5kL0EoRXXSJVlaxs4ChqAX4RoRYbx5R7X1SFstEiuPJVIMJbcmfpFwbhJXPHeaeMftmELQjJY59NJXEEoP087hRBGdFQ9DRuTCOvF2qpOnk0Q6FYdcDKfmnyEOeySBvq9NN+FUlmmXLK7VpnRG81QTk0VV5dDYSfKr+zaY3l0pXAzxH82Ktn5QCPHd/X9XfE+uApaXl/nEJz5BY1Q/tHYCsQXCNEgsgZVAqxkORu+ZTLfrZ/QAWKZB0TFp93xwihQMUGaJOC4jzRGs6GlyRR3xlM2Ukt/Fi8ezrlRVVLoEmCgUtaoiJ/NgOlCYJMyIMZYxXWsMZTjcevzvqKzWSZaXOTg1RdnTN0W7UMTqecRnzmDZoyzGilXbpPPZMySNgNHv+R6UBCHhnQ/rG6rm11Bo8lhP/Kfmv4QSAnlO98yktkpol3jGjDiYmOT3pSCgGFu0TMGe1EChaEmY+Ff/GueMjliCVBBkz+TsxGf0eVuNMdAkbsqQ/ItfPIj4AeqFWYrxCIFfwo87lL1lih6EuWwwyq0Rv+z1iFyDXKi9WzZDv3jr/FROn1I1h1uwiYNNIn6z78kf0U7kYLbUaul+ybnWTWDrKmXQfj2RlWb7tVHu6TXr5IolHcGLmDhOCDNyHckmB/lEIrLZ1HFLa+2W7ZCs84JJ2qcw4hBa56fgDt6zaROWLM3ysM23Nr4Wr6llJssY2Sj1xF3GMKlJhSElNxdyeJaj24sBS61ZvvdPv8Rnnl4mdnOYMsVZV9yXLC2TT6FtJoMCxT5My6Z0aA9uaFDsGSRGQo8O0dkuudtuhzQdSH7R6Q7CNpBeG+GWkJ5ECUF1ukRar2ElWXV8JyRnS2JlkW7j1SQ72qfHzsz0tiJ+20hJzrH5jubOIAq6ZkQT/z2EqY9tOdhRjNdVuGkdSwbEyTbU6euAzc8Wks/MPs3SyhOUMuKfKNrMRprQxck1ac0hz6445bTYwS5jgfxJOPPBd1x4W5eBiyH+PBAC38DzLJ3z/vvv54tf/CI3t7TObSUKURjjnvAQhZHbsROotXziTOqZaftYhuDGqY3Tq3LOpt0LUVaevAHSLLHqZLm16ijljPiVt0zBD6lLnX6V2lOotAZZmX9vBMo+kIYIt0IiHOIopRk0SS29INhz9Y0aPv00stOhlJl51UYKOEEIRgEbi0aieCjLT2997BTGxARZvQlfOqK/Y9lbu+k763Tb+eXDvLSQYNobQ55ktUaDIqZh4ygDY6fedikysKJJKtKgYSiWYknln3wtN/yyzgaqLK8SZXni8dhhzHCEsabASQQmCc6OSdybbiI8eXJQZbySW8IVEAWjNKXFSHKW0R6EVh6wSddFmM2/ex+xbZCPIN7Ck9/3ZnDdaZpvfzenf+qfD15vrwZUJnLYOVNn9WRhXtlcy+oBqIisPWcW9bfaD2NRxfYnMBwTw3AQwsG0YqK+Q+c5KZ3dep1iVV/7RCTIRKGMPPkgoK9cFRLwE8VI1+JpqTO0tMa/FkL2K8zTpUc2PVaAdNO2i/p65bJsqihLY0VuNGprJD5jhkNdCcpJxA7XIjUMIqlrFWZX53hwtsGHH1sgdvPkko3HGa/UKCaKjogG+v56GBMlcqlF+3GdwbNs16k/vIy9Q2fLpH2b9LkO5q48yvPwdp4kiQFhMLZvlKRWx441eQZeTC6vB3y/e+G1kLSl7RpsQ1+jeHnztEvLVCRybQah4hh/qYZrFUlVihq1Gdu1lzD1sA0bJ4rwUwfXrGMqnyTdupELgJF5Mckp/Vw3F0+xsPoURd/CLjjsL00yQwQyxV5du/a7W3luiHucsabIEzB23xHcwqX3Y94OF1O5+xOb/HtepHO+9rWv5Rd/8Rf5PhTTtRXsGJzKPgwEVm4CK4F6c62X6/GGx41TJRxr42mp5C3aXgR2HpcUhEm7eDNusILKrbAjpz1LVs88gkWeZt/i1plEJasYSbbAVppg5+oqKImRtTH0WhH1oE5iTSOUJJnMCkSefpq00x5IPY1KCSdIMMd0jrG1q0igoLunjH94lcbxOiQKJaCx2GO1Gw6I35IW3WRtOrnanuP7qxEHy94Gu4d4eZWlXIn9WVQdjeuIJO8JbqjpjmFH7YSehE4rZOqN34QhI1KjzKs+/Ie4YchkaYlc/Rb2pTlyscIgwp6exjl0CNlqkda1HDKVTPCNFYucP0mbCuV0mdEeLNlVFnPTAykDdD+FyLZwEojSLTR+f4a8u5fVP/1TevfdNziuds2nPJEfVGW3/JicIchlA4uZafwlkZ3nbIG31XqYUno7KRLXdWH+YYqBdUGjtl5zjfilJTGlhTCKFAMfO4uYCwl0pGR6Nc/T8QxxGp+n8VuZY2Y8v3VF9ub9djXxT4VaerQ9PXOVkbsxj1/FjJt5msKgIhMms8ygpqlJaqGtM1IeOd0gsl2cdddCRhGRrFBIoWekmxJ/O+4wXpig+5SehZ02a3hH6+saI9VQiSQ+2yWd0nUmyYg/GNSru0ok9Rp2FvFHfkq+lDlqbmPb0Pfid4x+xL95ha1tQbyuC1e8uEinsFsv7MZ1pg4dwi0WCWWAYzq4QUBgjWDlVzDxSeTmPkB9mNk1dKb1tfBXF1hsHKfkW5TGx9hfOcCqadJZPoItcsgsAWJPK8etSZsFexzpCYwGhF/9+gtu63JwIXfO/5x13drq7/9ECPGcjvxHRkYolUqY4+McnJvBjsHO7BqElceJodvtDjT+47XeBpmnj34zFuwcTmbLq+wq4/WnkQXYnVSQloWbJCCKdLMiD0QBJ1zGDrN+AM5BJhaydMwB8YfUgzqpvYOC3yK087SrLuHTx5CdLqUsEmxWiuRCiZq4lVQp0tJJJvbleaIWYI66nLr3lO5XW05BwVsfmhsQ/0g0gpeu5R03gxo5A4qWxM9uOKUUabPBXL7IHVFKZTKPZ2rid7uKG2ovwTSbHMn07bkjdYQQuGbM6th+ds4+xa+96XcpS0nQ3c8hJslFCiVDrD3fSlzX+fXRyZNEsc/udAohBOVwijYjA7uGY/kxHq+8iGSdZXbabpHY+kGT8fKm3kSedwrrrES225AkyG6XJErxWhGV8dzAh6nnJYMcfliTesoq82KJE6JoVfft9W8lICbv5Pnr3/ghTn46wTRjQjY3aus26pQy4le2IiddyvYkhWCNOPOpoCthZy1HqCIOrx7eQPwq6mFmcpNc3trbpj9D2CD1SI/ELzGe6Ii/Gu7CzudIfGuDbUMdyZhTpiUsRlXKVOat1LGr5KWkFujB+eRqjx42zjpBO1leIa7eSD5V9CzB2O7zO8k1gyZT1Wny2STzTL6J1QgwR7M2k7Ua0dkupArPfkgfazkh7BP/zgKdiXla/0rr5EEvoTCSVRhvY9TW775lG9k1areR/vk9b21HkLBG3vHcHO3yfiomtMIlpm+6Ra8tiRRTmNjSJHbKWJUapvBJ1NYdvACs7HqaO7R8Jls1FjpzlHyLsZ37ODipUzRPf/J9GIUJgs4MALs6OfYkCY1cCXPeJC45LI1t7U91ubhQxH8Y+LAQ4pNCiN8RQvyyEOK/CCHeIYQ4jJZ87r+cjQohRoUQ7xVCHBVCHBFCvPpyvudiYU1MsmthASeGXG6n3gcrhxtDp9ckChJ8oVjqhAOrhvUo5yzaQYKwXOx1rZXGGkdJChZmNyF2HXJximkUiRIdMQujiOstYMc6gkrYg5EVv9g5vZ1eM6ARNEitnbwkOMrO5hxzkxZhFvEXcy6GlLSLJXKBxBi/mWbs89Tn34HJgyzNdbG/ejfLdU3sd1VAFi0+/NBplr1lDGVQikt4co34eyrLdLHUQPuX7TYiiVnIVZhSOfbcUqXrd3Glg90dY7K3F9c9TmJIYkNx+klNDiU3JXDH+NS3/DgvP3KY0T+3qC/sZmfikIsVqQzBnCZZAqN6kPDESRqtWXZl5FRIRmhToRQ0AVhyxohMl2Qd2ch2mzhbxBxvfJEk2qjzxnGDJGmR3ndyYDSXNhp06lq+qUzksV1N9j0/Huj7AIbhIoRNUWiSaUQJq196PwD59o0EIqJgtLnlC1B6DCwzJpSaVNandCql6DUag4hfuYK8yuEaoxTWrSIWpCAVgslWEYHg/sX7N0g9aecM97rfxofy34WxegE3y80i/sQjXdYD7GnnaXZHO3F2Fgk7YmDbkIQdmoZgzK3StmyqqIGpXs/JMZZCK+liZov1Hc/AidZy1pPlZVRlD8UEAss4T+MHaIZNpif2U3ZKuMqmMdbFVBAsRBiFAmltlSjrydD1tZyVliMiJTBUSr5sE5ZbMKEJLwwlhTFNoF7jwo3L03ZLa/ysWzNZOT/qtx2D1HAGQUR0eg5/5AbyhkEzWmb3zbfyV/fP8kjWlzm19f2aTHaJDEjE5l7/fVhRSmCDJ7V/EZ0mC71lSr5Jdece9u/S9TvRp04iDIteR697THl59iQJYVnxcfM1/PBr/zOPfXl7P/9LxYXcOT+olPoq4GeAJwETaAPvBF6hlPo3SqkLOxVtjT8A7lVK3QrcBRy5zO+5KFgTE0zVl3BicHN6OmtaBZwYvF6D0I9YMTWZbBbxV3I23VgiTAdTZQ+BUow2jxHl8shuRGAK3DihYJWQcapTEqXCjWrk+lF1PEna1jez4+rt9FY6rPp1UmsHN3lz3CA7zIz5BCdPkjaaWOUyeZXSLRbJBeCUd7AarVDa1ePMk59Epk1mOxGdaf1gHNq3h/yI4vSyz0y9SS7N4UgHX609ML6hj3XUVDQCPRtJsgEpzu8AZbDnliq9sEtB5hDxnfo9uce5WQjO2JK5o3XSVDI6KkCUeehlr+St3/tdFJ4wSI88STmMyEWKxBKgNLG4t3874ckTNFoz7I30dSimFdpqhHzWBrNhTxKZOdJ4jWzSVpvEybJLek8QtDY+/P1UTvFMm5HveqP+TLM58OjREb8me/+ciF8IobtwST0ARg8+QOtnfg/ntI1d24MvYprLD1CIoNgDy0oIwgCjYG2I+P1OG5kmg4jfz+u/mUaJwrr6gLzMFqdFgRtLh7h/4X4d8WdyStw6SdU6y6uTz2A1lrfM7NmU+KWH2TiIRBK1PouJSb6aw2/qgSeKajQbp1BCUMlPEJoWYwZMZVKP5+aoSkFH+bzu5kksQ9DtKOxQn8f2xz9O/R3vwCjtIJekhI5DcXRjpzOldDBRzVc5eNfLKHomnaruv7D6wCLmxATJak1n9Iwl9GrauyYpBQRK4BCiOh2UnWLa2WK1tChOjQLQW75w72nZ7pDYBax042B1LpycRWrlkD2PNJY8cThEjelBsxGtMHngEH/22RN82snWS1z9/5GpPdStMqmRu2BjGCtKCR2oVpsAGF6P5W4LUxpUJibZN3UnZiopZLZXqqYH+XE/R0EpciMdxk/5vCY5StG78m1XL0bjf0Yp9ZdKqd9USv2+UuoflFIXHnYvACFEBXgt8H+y74+UUs3L/b6LgTU5QdVr4sZQsDXhWFZe2yMENT589GMsWPpBunV684i/EysM00YSgQwgOYsT94jzFWQvxhOQS1Kq9ihOFGIYOfLeIo4MKfc7bSUmXqb/O7kyKEl3tcdpvweGy63eHHl3muM7FCJN8RcWMSoVSgK6hRKFAAzDpDPyIDd++2lKu30s48scf3iF8MVaPy024SWOfjieOOWQS3LY0iYmJk5j4iSiZ2vyMQQ0uvqG63cpKzq6iGb3LVV6UZe8dEnEXSyUT+K5i9yiDA6bCXGQsnSyxfjOfDYlrvHAy/X01Wws4HVOkYsVYeZIuSQV1uQdRLNNGo2z7I70Ql81rbAcjuNkEW/drRIaDmmyFvGnnQ6prQe2wElo33vvhuvTy1I5c+YuRr/ne/VnGo1BDn951MH/gn7CgmAj8QOYZomi0gPf6skZfX38vaiuICTCX9DZS5UOODIiCILzqnd7mX9NcVQTfy2nB7IEl0K8RhClNFs/cXK8bPxuHlt5jNRZs2xIOzNUZJvJuMFKvAPaa4Z467Gp1JN4FHqHmHcWmXpQR5COKNPLBsAoWqGeecW4rr5fJkzBqGViov16ysqmYyTcuXuE23dVCNopdhiQxDErv/e/6H7601j5UawkInFzGxq9A3TjLolKGHVHueFlr6DQEywnZ2lJCE80MUpav4/mOoSHTiJ6mRZf9PGlIm+GJLU6MgfCTDFlSGzkcCZGMNII7wLurABJu0Ni5nTtSNbQZVPiz7z6g3qbuaN1Hq/tQTk6GGuZPWzHpeXFrGZN2X13VL8/GANLewp9frG55X5YsSR0IFeUSAGWH9Lu6gG4MjmFYzp8zWkTy51AKYWzqJ/DSpzDS2ymKvO8bFEyPSZ5xY3Xp3L3SuMQsAK8VQjxiBDiL4QQxXPfJIT4aSHEg0KIB1c2mapdCqyJCUJHYVtlbDMzoLL0JlXYIPAiVi2FYfUGVg3rUc7ZdBMQpkUsQ9LwEdz2JwEI3EmUHxPYFrlEUrErFKMeiDJWvICbxIz1/WVUSKuoF2cNt4yjErymz2ygCeRGf47SgW9kZkpfluapExg7XseEZ9DNl8hH0JM92sZT3L/wUg698g685hGWTj7FchZV5ue6vGH/DmTZZvn0bvJpHifVN28rajG7/BjpusXrbkaaaRbxj5gjjO0qUqg49OIelXCM1NrJzNjjeJbHbVicsiXCgNkn60weHAXAjGMSq0RqgBM0OCGfIR9JgkIRqRSPdBKkSpHyIP5iCzO79cZVgVo4OrBraLplQsNCpuuknlYLHH29eoUi3b/5qw06f/vkfSBh8tt/HGs8y6ppNGjXAkzLwPYS5Ck9GIZBukHqAZ3ZY6dNbCHozusUSL87iQpSAhFTWMxIPYRW0x4Q//qsnl7W5a1Y1RHwgqOlMB+TYqb0hKlHuU/8tsMrp19JIhNOO7UBkcv2GappE4AZ6wbU8uZt9+JBHv+aTp2mPhPBQZbtGUStgWf0yCUT9DLbhnfev8jh07q3q3K15DlpmRhCMGaAZ+coKpeuKbl5R5mX7quStBPsKKT32KMs1U3OVF+KY7vYkU9sna9zNzPJbtQd5cDd91AKLJa8RcKiQH7xdwmfeoqgtUJaD+iNP44VZD2pHZdQQdFJSes1VDaeWUZAbBUw8znsuLut1BO2eyAMrKiLs1+n9sabEr/e97DRwWtn51KAn/aIyzqabwcJDWwiFKFdRqgU0R7HyCqDf+XwaVaizReb7VgROQIM8HJgBxGer699ZVIHn687amNU9uARY4YeqUoQdp757iR7WGFx4naclQXS8KkLHvPl4HoQvwW8FPjTzN+/B/yHc9+klHpzZg53z+Tk5Ll/vrQNTkyQOAqjvHPt+9EDgEjbfM34a2maAuEsIdX5ecLlnEWMIDV028U4fIyi9yTdHChjB2aidKVumpJTBvk4AFEhVgtU/IRqVwKKFI/GyEGwcgjTxhYSrxVxNqvgPeifYao8zcIYKBMqQYuAESqBws+0xhk5x5w1xpsP/zhPdMYpj0+ReJ9mZrYJwEiseLm9m3Q6TzuZQASTuImWSdpRm2OnP09OrJGm7+vF5nh1FSlMKiLP7ls0eXmJRzXU576VW6RnhdyGTSRATOY4/uAS+R16CpzvuBS8Mp7r4sY+x6uLOAn0ink6EkIFs0mKOXY7yYImucRpUTIErWAUO9CRUdstEgoLtc5GOG23MXI61dDPFZDHj+I/+ujg7+0TX8JsGIx91/dhZsSbNpt0Vn3K4znSVkRirBm1nRvxW2aJNO1QtU3cFX0+Oo0yIlYEImRiKaWv0HRWbXzfPy/i72YRfynrFjZr6nWdrhDks0XLbtwcRPyhk+Pu6ZcBsGg1BxF/3FzAnfVoHC9Qs8dIFx86736EzfP4k1ZAOR0hQA/mdesM1Wg3sWcQpja/+6mIr5zUxO/besa1I9P3x0yB77hYaYGWKbhh0uVl+6sgQfqK9oc/wvEbvpsTh96ImwSIsENgWoMeEX30nTmruSr5Upnp8i5U4OPe9/uoGV21K7F0PYjxFYpocg5TnXQxUhQ64ncVMRa2FZPYRZKlJZyog7/N4m6UpXuafgd71y6E626a2eOUsvaLje6671Q0wyWs0apO5siwICMCu4xDG3NdJa3qBPzLp2ZJN5HjrD7xA34OnCDFDvUgXZmYQkYRtxyNMKsHWZENJOAZPsLKs9qpUGwUWE583NV5akfr533/s8X1IP4zwBmlVH9h+L3ogeCqwSgW9dSxpIm/myqMrIhGJB2M0KQlwLBrm7pY9h06Q8MmliGolFyc0CiDTCrYCGReTxPD7lmcJEYYRXxrgalWggkgJKHRoVk+gHAreEkbVyi8bsJK4iBkxHS4yvTIHqQhSA/sQSaCvAmlRBG4OuI9m87gZVPSk6spX/djP4WSNU7P6ZzwyekSE/evUhnPmr63bsZN9M3aDtvMrT5JcV3hVhxpgmqfXaZROYghtL4P0JM+5UATmbJX6FkxU8JgzDBY3tMjZoaP/PU8ptOm2CqSj21CO08uTnEO6si7k7doJYrbvmqao55AyRRjxUSS4o8eIycM0sDE8gVewUAKgwiTRMYopXS2UbtNPq+lCSUEKl+k/nbdByianSWQi+SdPRiFAka5DKZJ2mjSrukc/sXaWX72hl8DwFr5CDNn3sYnZz/JUuZZY1ol0rRLRQSMZamMQV1Lfg15nJ2rcHKPJoq0mRAEwXkOnX27hmK1ilKKY2qGREBgGBSzxf5e0qIi9bmPnBxj5QnKTpmm0SONY5SU1JptTj+0k7MPjxGZkC5unsu/JvWsRd3tGR0NG90Z/Z50nn3hbnwhOd3eQ6oEdU+TYN3Wz8KOTN+fMA08J4dMykghqFqrvGTfqL5Huga1zz5Ep7KfxC4ioy5G5lTbS1Ie//TcwPakEeoBcCTrX3Bn6RD//R0pxtzTJK/UfZeFLBGVzxCly5jdUaQBga/3p1q2Ses1Pjf9Bv4lf0FaiImtAtHMLE7cwfcubJUQeNnait/CLJewpqZINrEsd7NG7GHLo5fZPSdKF27lxiZp+WvXdqmzQJAbw7Zb7O4W+ZqSlsb+RcXlc40ufzh7/vc7EcS2vta+K3BDScmzMFwTt1Cg94UvYoUSkR+lns6xNFaiawZg5/C7DjJsEzX1fkmx9VrC5eJC6Zx/JIT4w63+Xe4GlVKLwJwQot9d4PXAlZ/LnAsbwqk7SZSiIxVWZldgJh7dXkwPEE6NRrBWHq2UpFb7HOUsI8Q3DBIVATElP8ErKWSkI6bJPfcA0G49gyEThCgQ5hboK6DCSgmMHl5+gqg4RStaxTUMfF/RUkXy0QoGij3jeoHJO7gDpMCwChTiZfzMqS9Il+hmzTHOhgVufMWrqe66hW6WMrrvnmlUJ+ZlORujJGh39zMWaRJueA2WO6epZI3A49RExfpzzflFlse0DfKum0b1PiiPQjACSmHYDXp2ihCC2yyLyug7Ofj1vw1WnTQqMVEzyUuDyMrhxgm7dmkdtJk3+IvXHedvDx4mX7WY93oUwio9t8HTuTEcmaMQRbi+wCuuyRaRYRIHMcrzIE2pjEwhASsNSF781XT+78eJz56l9ra/JJlSjBzQ/kWfrHf48+//sYHGXxnPc6R+BN/Wefp2Ijg6/15+4TO/wNe/9+v5T1/4T1hWmSBYwgqPUWhpPdzM+rG2gicwgNrLdXTutEOCIIv4vXjg/Nlt1HGLRWzHZcVfYZ4lulmaeFEKojQgkj4jWfSfFnUv4l3FXTTI1gPiiNWOxPAiDCkpxC3EytOb3s6bLe76czEJKZXTMwC49XkcZVMYKzLT1qQb08ZSikVZwZApE9kazLipNX4va8HYap9itOSgXIOD82dZtNfsrsPIh1BLZ88crfP59zzDiYe1nNIPnKpuleDoUV79ls8x0YEjP/ENdF6hAwrTqODv14/80qNzJJZB1J5GIBmp5EhqdZ6q3EZPlGlVFIldIDxxHCfpYe/+HL3empfQueibp5m9JkaprIl/E6nHrfS7cPl0l/Qz7ytoJqvkxsZZWefV3+jNE+TGsPINdocuY5ZByYR7lM9376jyO6cW+dK6lqBBmmrid7JB3jVwA0XJNylWddDW/uhHEaP7EMIgSGZ59LavoWf6iFwOoyvpFkcxAw9hjBJOXjiD6HJwoYj/QeAhIIeOyJ/J/r0EuPCwuz1+DvirzOXzJcD/71l+37YQCOLxW+nKmIAIE33DW4nHUqaxG06derA2rao3vsSjj/0ERqoLUXoC4jQCJJVeSlxQ2JljYGlSWwinvo4YlZFDFdeqJS0rIc4e8EblEH7aJWeaBKHAE1XK4QqJMtg5qgs+6tNZGllqsCOp49s5FGBKDz9bp1iMRxBC8PU/9dOEhmaZ3beOY+8scPeCJNxb4XZ7Bz8VvpaxeIRar8Zq0GAsy7LpeCOYqb7pg+UVuoVJhErJZQTs4ZMLR3BVRFkpepYmuVswccQSUnbZ90/+O4bdoeLBTScSQssll0j2lDXRUFrgyUqVLwSj3PqaCk/JIiPJFPOlkC/lbsOSDhO+T8EDr7B2g4eGQ6/VI21rgpko9z35I3q3fhUoxcqf/An1j78PlYNiNmj9zWKdd3/162k2PUIvoTyR42TvJIkRAQqZewO/8LUf453f8k5ePPFiDq8eJgwXieNVqpZFOWv0kuvoaKtc07YKr/tnujWl242IIt2MBQUy83TvNeqDhd0jtSP4Rkjb1OerJA0i6RPJkJGsWjQt6hnFdHGaOvoYkyiiFynMrBH3yOIq1Jc2zexJN5F6zPoIM+48O2dTsG1KxzIbi+IUp5oHMYVEmh6jEpYTSSEKMW2XhZbPuJL4tks91DO8WmuWnlTIUZeXzx5lecc99NdxgzhERXqfZ2c00TcW9HnrB04L//b3OPm9349lO/x/P2zygLVMMqkHVZHm6Y49SupVkS0fUSoRdXZScANyuTxJbZXTjq6GbxRTHfE/cxy33GXsJX/DU0d+acs+030vfqNTxyiVsKYmNyf+rAtX2A5oZeszPZXSsgMcx2VhXd+HoLdC5I5ilpoUstlb3hD49Q7/4+Y9HMy7/OxTs6xm/T5Wuj3cCBJbIIRNkDPIBVDyLUYnp5GeR+eTn8Le95psn+dYHgXPDDDcHLl2QG/pJkh7OKqAiK9hBy6l1NuUUm8DbgK+Tin1R0qpP0JH6C95NhtVSj2a6fcvVkq9USl15V2IzoEbv4iC7dIQc4SE2EKTn5H4LGc+KYZdH0xVAcJgCaezG0foqVwPSFWKkIqKp5AFSaGt318oToFdwOz7pTg2ZknfCKtlXSJuyh5mGtIo7yOSKUXTIhWC2JpgzF+mJ/IUnCJ5K8/KqL7BVGeZ0aSDMgx8N4eKmvTQg8JiNI6Uin0vugXpVEEpguV5Sl+zh3vmUtIdee5UJiaC6XiCmlejnvqMYiClQeCP4GYmbmmtRuCOkveWabz73cg4xRcBblimQEwlteiZChTcLA1G3EwSM1oUhO6ytGemzt7aIoaEyVQTyB1jf0+XMqvGBA998s8grjGSVpl1Y5pn9EC4O2gx0tOZS4Nzb7h47c6A+KcqVUIXnCjGN8uU3/AGWu/9O+KKJpO+OduMFyINg+NZ9lRlPM+pcJaJdBRDCJxEMebmuWvyLm6s3kjLX6bZ/ApgcLD6UsY6+rhyPX1exlZ6LFdhT3GEdgFyvTjz5Nf3T1/u6TbXireeqj+FEIKGqcmjLA0iGRDJYLC4m+T1/k2Xpqlli7lJFJF4ajBLNOd82v4kdBbOu5/PjfiVUox0p5l3Z3DqJs6ePTA/RyQiyuYeTrV2c/f0WRIrpCINlqOUYujzZ481+Orf+TSFJEZKWM7SbOvdebppilkS3F1bpFPay4Fb9fXxk5BS1gd3LjNaq5/NpJ/VRf7lRySVL/wDvlPlwLvexfyUyVxjliTfIbUFMunQc55m9WmDqR3TqDGbsD1NPtfBsnXEP2dqzb9e0g3X44UFnMllfodf4aPtUZZXNmZ2ge4nEWfEbHlNzHIJe2qKeGXlvIEil/l3RV5I1kmSRJq0HYHjOCxkfR+UAblAv0G4/qDkq2gIuvUeJcvkz+84wDe/8/f4P3/zbgCWG6vkIohdk1LpViLXpBBAwTcZ33WQ7mc+gwp8rKkXAZB256mXInqGj+nkKDV8Vk7tQikfExB37jvvWJ8tLkbj3wWsz3EsZa89b9BtBOSieygY0GIWEcXYZF4taciq1BMYw65vkHrimZCDX/4NSk1NPl0UqUqxM++SuGBBnLULlA5heRQzK+7p5FyKeU38Z8cFpmHiJjEjrZM08tOEyiJvmDQLBgiLKX8ZL1twnshPsFjMKg9bZygl2fYLBQhbtLLF2kg6LLQzv/mRMb51+V4+9Nv/jcJdk0zHASUhuSW7wtV4hKbfZBVJURgkiUPol8mLiDQNMFsNUruEGzZZ/NX/xswP/RAT9Qg7rpBHUUotuqZ+qG5NBKNuCz/bj8q4NhPzyw2sNGR5bIzcUozptrk793m6lFDC4EyiyCe6ScdRBGOejkhvSn1Ge9DIj5BtgtBw8Fo90lZGxJ/5RNaMRXvyj/3ojwBgfrWeaeXzB1BKccrXD+wZU0sWlYkcM+oMB+39CAPceM2gTYWn6cZdisWbAMlotzOItvN+l5YImF5ULE/nmf2RH6VdMsh5CkNExE5WXZtl9vQaa3YNR2pH2F/eT9PIZoPSIEwDlAmuBDNNSbJWlbuKu/BUQGRJkijE7K6bTNcSVpO9sHx+mUsSRwjD0B280BbHeVmk454CBM6BA4CikVukmu5lOahy4+gsoZWQTy1WkpRiFPD4fI80UXjtENFLaMZ60Xd+ZZ6GF/PKhafojuk+TLfdqa+3l8aMj2jZ5uySvv9rJ1dpffjDvPoX/5qvflIyt/treeKOf05u124mnXG6bkzjbIdQmPTiGTAkT06NcaY7wxOyRdydxMnXQdosBBF+tgZXL1lI0yEVFqt7Uh4V9/Dn/CzvP/a+DX2EITNo61uBJz5GUWv8yvOQvY3du9wxTWmRFxPHNqaT6enOOI7jsNIn/rJNOYvkpSWxs2lPwYB2Q1+rGwzFRH2J4KiutF5emcNJIXUElcpdRDmLfAjScRjdMU3rYx/DqIwhiuPUzTq216NR9IhEhLDyOlmkrp/5Qm6VfSfffN71f7a4GOL/LeARIcRfCiH+EniYayDNXEl8+f0nKBkGQgjaaplYhphCgGFhxRF1JHnDANPbIPXIJU0CbtYMpYsiRSKEvuGSvEuYRfirYY/FsgXoqfdqocRoPkYKWBgDIRzsRDHafAbPGSVQDq4B9bImoX3+Ar6ho8CJ/ATNqA3CIG3Pc7+rb7BmsUTe9mlFZQqW3u7xZf3gSctkIqrRa9RYPXuaB4pHeHkDDmZ5yDt6u2l6dZYtk5xpkCQ2oa9vft8/Q6HXRlpFnLTH9G/9JtGpU/zmX1pYMk/BFBQTm07GymNmSN4KeWL1Fmy7Sum2R/X5sPTN6tsBD/z9J6ne+BkQilBowjj0wz9NIUujLSfH+TXn9wEYzZVwEli0xymR9cc1XPxOD5lJLulHPzJoxhL6KfmXvpQdv/IfcN7wYoSwyeV2sxondDKP/FVLE1Nx1OG0tcChwgGwDJxE99tVSpF0nyRSgqkdOvc/t6pndg23RC7s8Xnrc4x44O/ZTTw3R7doU+gIpJUSmZoM0l6cVe2uRfxH6ke4feJ2Wtl7RlIt9RiFHALdjCXKrIynSzqy7eYTkijC7mQ1H6aN2ROcMQ+gVs5P6Ty37aKfZXWpXNZW8cABvX/FDgfCvUxYp9lXOkbXlJixw2qspZ5O5lPVbCQY3ZiWnNBrALNzfPldR3j9k/dxdsfLCQqSMVMPwr6UTGZps4EhGKs9yQ33/Qlnf+mXaU7m+MOf28fxG7+byNK25HtG9+GVJEkSEJkmSdwgjuATYoXRyCItTwIGdnERGQqOZTnzAPVC1pPYKnBi1yjEEjcK+Z3oR/nyzPs2nJM0c+YEMNMAo6w1fjg/l98tZYu7XkKS5siN60woKUawbZvVbCYnKzalbEE+FC5WFpjkDUGvo3/pZlKRtahrLhpZZph0DdSnTxPnLQwgzZuUSxV6n/0c9oFXIEXKkr1C3nfoOV0SEaIMvf9WZvPxkvFHkbumzrv+zxYXU8D1VuCVwPuzf6/OJKDnBRZOtDj2lSVKlpYjmnKZRGaVtHYBK01oGoodeYeKU964uFvTp8fOqkr7xG8qfVHCXEk33FCSKEnolMpEjibTs6USU1Lyh99hcP9LFYGVx0xhtKX3w3ZPkBOCellv40bvLKG5FvGHrRpYOWR7ftDwY6VaJO/EtMMyt1X0zXV8KfPeT1LymR/7+37rL/h8epyXrwZUszzEaW8crz1DJASOqUhThzDQ093m6jHsNAYrjyN9Rt/4Rtw/+EO+cptO5SyaFoXEwTMMYgIStwnATPsA+/b+FMbEGazRM9iZX3ohCBjFYPSGT3O/+qrB+Vwqlbh9/0sIRIidLGIIfa6bQk8gF42RgUtmmBF/2tKDiQAiR+BGurWeEIKxH/sxQrdJPr8Xw7CY8dciQM8awcmZLHfmCI2IQ5VDKFcTf8U28f1ZrKxaN87yssWCJv6Z0WmcsEtYfwCA3VnznCBnM9KFxFQDh07Ziwm6HdIkoTg6RpzGLPYWOTBygE42KxiRBrEMsEf0+S5ECXHW5HxXUR97L58Q+x2sRpaVMnELTiRZcUY2zew5t9H66rEThCKiVNRZO33iL1ZMCjLPS3In2Ft4iqahEEkOv51QCHXRFECjkyK6iXbHlArP8pjotLjr+Bx+aQ8nnJTkS3+NlfiEwmTnhL43zLjDi594EyPtU5T+1S/xjp+/DW/nGEqYJKZ23txV2kVQFsjYILYMCELc2iSf+adfoBo72KWsmr50hrDpc3JME93BZJZ63zKhMsEzxSnczy8y9oUVVFfyc7Mj1LK6AdDWHomVxzIlhpIsdzqI8cwY7hziN20DIROCXgwY5Mc08SuZx3Ec6l6EErDbDFB2GZSiK8exswybvKEIMovlTk2f81yniddu4dV1LYjKgbXyGtJClj5spBTaXVQcYxRuxFQmS6KLG1cI7B4Kb0D8Kk0xRIXihMvSwR8/7/o/W2xL/EKX5n09cJdS6oOAI4R4xRXfk6sAJRVf+JtjFEddKiyjlKSVNIgz35okN44VGzQNxc6CQzVX3UD8oqkfTsPzMZSihyI1FFYm50T2CIZlE8oIE0G3XMJ3CyBcum6MkxT40u0GhVJC19beLMXOLBDz8aqJbTSpl02sJOJQsEqUGYZN5CeIWy2EU0S2z7K7pW+c+kgR201pR2X2WxElu8vRs3qGkgYhtkoQlkW39ji3z3wte+pr5e0japLYy/zfDYlMXYKM+M+ceYLYLoIwcdFT3J4h+Oir9ANZdlzcJFvwNVcGxD/XmWbXrh8AZVO67VOYsT5f452Y/L6nsXJd7hXfPNiHp5pNivlJVu0Go3GHVhQDCZMdPbAtiAkqQm8/NBzCnkfaXkuvjR1BLlSsr5nxvZlB162+zHNj5KOMEuWqw/FFnbd+w9iNSNfAjRUVJajVP0/O0A9x0HdpXNLk4O86iaEk40sLhDbsfypL1zNNSgHIpE1EQs+Ev+/1BqmcpbExaoGO/ibzk4MK6WpiEakIJyP+fJwQZtH6WsSfErdPYjZCMCzM8ZuwkhBp9lDLTzJX97jn1z8+mOGdS/zhXIuTuTPszAaUt6X6vE2UdGR+ixniigDPMCApYbQiilFA1Cf+nkJ0Y1xHMpm6/NDSL7J7YZbGmLbr+LJMqM02cROf2HDZuSNLv2yewFApT97+kwSv+lYacYtCrI9Nmg5xrcHO4k7ahk8S2ESmiRlIdqzuJ2fmkJ0OwtX3mTF6mrQTcnLHDkZUg/3BMrWs7WA6OcEz4X5ErGikNuLLbVZmC/z4ww8Oeiik7cyZM7Nf+cSXv8TJrL5iswVeS0UEWXpo/OR+DMvHTDXxN/0YbINXJA2C3DgWMT1/F07mzFo0BFGctWWtr2JY+xDmNAunThIua+I38gojHUVlPSYsI8Ze1feHMbIXgcFJFHZaJrC6WKKLwCTKF5Gqi43FJya/hpePXvkuXBcj9fwJ8GrgB7PfO8D/vuJ7chVw9L5Flmc7vPq7bqBsVFFejThNiVP98MT5cczUpGUoJh2Dsdwo9VA/xEopzJaO3oUPeZnQA6QhcJOEwAKSMkIIwjTAVQ7dUonAcRAij6CBylLj9iQJ7WwmIA1FbM8w3r2J+eIXqZcEJb/HrjQgsdeI3+j5qHwVZMyty5pAWuUCkZtDYTCeukwXFzmWEb/pZZKIjEEoVo2/Z6yuo4e5vKAsRpFRC6EEphFj2RWiKE8ioVE/RuTofc2Z2RpFr81IlsNfsW3cLG21a62SjmhSWfXH6YZ5is7rmNz9ZeyM6CypsF/0GEF9P6e4EQBDpcwEMbIr6FgNSq02bz15D5I2d4fLBJZFw6lSEiECRWi6hD1Pu21miBxTL5olmUavJJ4/O+ize8oLMYGXdmrkEptC2eBEXc+wbpi8iSRn4iSKXCOkXv8Clcx/xc9mReNzX0ECh3dqItm5GLEwJYifPIISglK2nlLo1gjikLfelOPnjC7HVrMc/tEqq1lbw8n8JN0sDbiUQiJS3BEt7+RjSZhVvY7lxrCFTS+XkHZnMDsxIj+GWdYzgap3lmRlkaMLbVa7Ec/0Z3hRNOi+paQi18hzPDfLmK3vs7/I6QrxqHOElJQpVUX8/6n77zDLkvO8E/xFHH+uvzd9lq/qagt0NxqOoPck6CmKFEVJ1IgSR6PdkVZ+uZKWI7/zSBpKWu5o5B5JQ1KGRrQiQRCOAAg00I1Go111eZNZaa+/9/gTEfvHOVUFzlBUS2yMqHiefCor8+a958SJeOOLL97vfQ8qppUlu8hpTisvKGtl2mmqkcsCxzOcTtfoqQFrmWF3611gw0TCZ+ILuDqjsBpsb1YLViOuFsXU7TC6OWKaTgnTBwtSfDhhq7mFxrDMWhS2hZ0bvMt+lXdXGm2vY4IhJpwjc8Gt1TVOsEM7VkSyQWZDvuWwP1vjW+Un+Nebn+Fbwps0Xh/x4ifhz71YnYGoOuJ3bIMG0nTOQZ2mLX4LLr9NSVaPpZ9+5GMoa4SlfBzHYZEWGEfytnhM6vcpLYNedLl3Z46QCFOJvM2PRjjN78Brfy8f/rFDyhsuSjrIUDH4ujOI+jk5ukDfvoPwQkxQzbcXixDLdEicJYGpxvq1k2cxJiZ0lzzXew/+/0EW481obwT432WM+b8BKUDNwPntNUl/l7RkkbP1UJe1t3q05Cp6cYApLPIa+MugT2S6KAGN5SW+jqv3I369LJB1BGsVDUJTssCgLHj0boaywI4sTFmQ6QTfOMxabXJbIoRHOx8z0QO+Z77g65cxs3pCFpZkGd5kEG3xWvAK45ZFJ8pYNwm6Fm5bCVYIU8jqKtCzwwqMZ80mcVAtDv3CY6t5yI1RVml91OkoqQV+9xTBYoe8tcOxC9cbkrZoonRGWPhYdo7v9wDBrHDIs12yGvgDr4qWomhBO11BUuAIgbpHW7TGqE7Ncc/a3LpxRLD6+7FkSfvCyxgE2RMGqztleeVruecOc4rb7BsHkQoib06YVYdtM1HSxua1LznP1GvT8QQuiszySeMYNZtjZDU5S9ciyCC/l3PNDtA6JQwrjvnNJGOQJ2QvPUcn0ii35Pr8JitFl5/9Wy+R6BKvMMijBZPJJ9noPglAqmE6UuTTV1iG4JlqQ7s+gvFKFa2Ney3a02pHEUZT4iTlfRvVYnhjXoFLszfguC6QWglWiD0LVxlcA8oy+P064i8NqV1bTArJmr/KMigx0V2cWCPDAbJVAWt7uM80XmU4rN73XkVpleOvpmF5HGNrh6lzE6FcCt9l3O4C8PErH+HQOWRQbuPeqeiDvrOCmOUERoOqfQsKhUg1IpRspVWqJQw3yYIturVXwdX1L8EzJYXTRMTVvYd1oCR1wfDGMZNsgpc8qMeYH03YbFT3MlM2uSVxlGY5FPcX9dRsYJoHGDcBYXGr2+UEO3SX1XOeNSzunHDpTqb8Q/dHedf47/H31V/hNf+P8LH5n+Abfv5P8tM/9SN1qifEtRSLThMTzxhdehHZaPyW1bu2KMlravPYi7jRGCKMxnVdorTEciRnJ4ck/oCpIwgjB0cIdO1fHUjJcpIx2osQwiJVV8jmEXb5DfzGF/0NVPQNyIcfR/pVH7sqJ7t8Gat3Ak01Lw6ygsRvUlo5Xk33Pm5Uu7St7j4vL1b495/8rWU7fiftjQB/IYSwoPLwE0KsAr+9/9nvkva2rz/Nt/3pp/ngnQ/SsNco4n2s3KLQ1YArwg4zWYHrMje8cPeZ+8BfHFXpIIPGyls0RFGleixBkBksY/BmJaIsSVWEUCkzlVMKhcChnSw5EH3+8mjCe9KUiVMBa2FJZuEQicWrTsY0tBgsDC0SqDX6V4IVGpkhWdkAIVkZTRHGsGi0WNZVu21t2GwcsCgloyjHSx8UkMyaGreUbOZNbrgwGSb0lE0mNJu5j20XNMLqvhe5h5Qj8rrSctI6hzGGRbLgVHSWjuVyq7xNWgP/wpqgmnOUlqTK59atY8zaU9yM30r3wkc5HvRYfI2iXLZIdp+8b+JxgcssLI+FDZMgxi+r6DklJzVrPLN+jbkX8ug5D1cUpJZPnsQU89l9emPuOEgDhc4xxnyewXpV9n8zyfiS/Z/lvPURXAVzR3EjvcmpfJNcONijgmaq+dzzL7I42CI7rHYjN+58iv9lEdJfwLC3yd1mxWKxDWQOZD2f8O1vp1PT/oJ4yWeSnAOvurLbswr4G70ew1rtdBAMiD2LZlnTCB1JY6V6vo3S3K+7ANgI1lkGJfniGCcrkeEAFbSrlM/BjFF5mmGdPpjXNSefn+rJa1qs8q4jEkXSCPCsjGXY4NniS9kTY85kp7juVo5YVrGCTBTZvXyyFKS11LVp2qzWAnqW3yEQcOGTf5cNpbhuGTw0hdtm+sJnkcoQ1AfYbjHn8HhKqUuc6EFceHt/dD+dNRW6yvED05z7VN1C97DCEZaTsR8IUtvmBHdojV6qXhtKrm93ePe8+v9n7T8H3/1jjB/6AbJA8oy4wje+8rcfaPFbmsWjfR757uvk9iv/0SIux9KU9fnOw8mEthgiyy4feOWHidIcx7Po7d0l87pMLIOtLSzLRs+q87VQCsb7EbPjqg/utHfJ5j+Otv41velV0slX8TP/8wvYtfCjm2ekr11GBJvYxiLRBf38kHGtD+ZTLbAlNiA4fugkjyzv8vatNx9u3wjw/0OqQ911IcTfBD7Of0OsHikFz77+cSzpkiYHOJlFoaoBp7w2M6umpWVtfvnW1zJJ5hhjKI6qh6DaQ6y8RWAXLI1Bo5Cm8u/tH06wtCFTC/aXl9i4cwtNisCmkSzZt6qDJW0Eszp/X3gh07CKkq56pzBSsDYXeKKEWo9mJVihkULZ6mJaazC/i58rlmGDeX3Y1TGw2ai2r9eOljSK6f17nrV2OBzk9OlzV8Y8JF6hqwQpNitlgGWVtNu11WPu4wYLsnpBucajXPrEPmqesZJsYlsZL8+ex9JdAJbWjMw6xmiJT8HO/pxEWny4eC9OMCP+tpLiIcPs0rswSt+nvl6gAp07oWQ3zHFqKl5eKBLWeETs8BXW51hr/yRtf05u+eRpilm0oabb3jNjMWJCkSni5BYAYXj2PpVTLX6NZ+td0b5TcFvtsppW9+rkBlvBiy8E3PnwX+D2Byp+9D++9X58DK35Goe9DfLuA2nuR66lfOhcxnXrZbxavsWLcz6QQ5hXFbZ7UYoXNnA8/36qh+KYxLFo3pN88S2CbodCZwTKEMsHekGb4TpRoBhHU+yiSvUMs31kcwNn5DMuTzEcVwHJPPl84K9Aa3lrSCxTQm8XIsUyDDgbzfH6ffbLJteMoKtavB7U6Q6nAuKjosF6eMg3PvwxTB35F22PleIBi0R2JKUVc9G5xUsmQ5sFyvIonvs5vFITWFQKsmrOsJbSFp8H/PtH8/sR/9RJMbX5cGQ05XSKAZQOcdwYS2qutarfb+a7uDsVTXjWEFxqrPJOdYlcO9yKn4bHvpWV7/t7vND8k/xi6100RMZyNqZ0QhxRMnzYxu/lNFf3fhPwf2Q85+fqSl3HMpSWi0Fz6ghOHLWwjM1PRUOe8f82nivQexMQkrElKk69kKh5dV2BFIzvRkQzCSbl7moHjcJSV3nLq/+MU+ufI57npKYC9vYyx2Qxsl2RBfbUjC21x6xZ9VdYmwGVosQSIe/f+HLOF9dpNX9nIpW/VXsjrJ6fAP4CFdjvA99ujPmpN/1KvkBtlIwY3a2qaaP8CFtJUqsK3bTXZmL1EAZybZEpDxGdYVEsyA+maCtBmtcq4HcyFmjsPEMAlhac2DvCVpq0XBCXYxA9MBkCizBesO9UzIchHURtbFF6IaOgVm60zwCwPnHQRvALk7OMl/n9VI/xG5jWGnpxgJfDMmgxrVNGHa3Yalb3de1oQbd8MDgmzpDRSR9LWLT163yJ9RsAKNOjZ6oor9law3ZsoizE9gvi9gOA/Y2fvsrpWydINcTBIXk2wxHVIrawluTimCxr8F73EruTiERpnvWfJptv4L59iMlgfu3dFDrC0gqM4SxVmf21dsmRIxH1gVxSlvjG47ba4E/Z/5637lxhRczILA91uMDoKpoXfpfSqoBfmCPypCSJbyGlh+dtMC4U81Lz+HMp3/+hajG/6s7IyBlE1e7mxppAAI982f/Gxa/7JXK36j+B5AfXFe1lwqjdJe1Xr4896E0heHTAB53qUG4ZgBtrPq0svuKVF1mdjDjQ4r4u/XF8iJFNfvT6KyS2vB/xW6GD32yR64yGEiS1XtK15z/Fhlgh8RXZuNbaCftM011kaxM30hzokxzXPg7zOtWjigcRf3TriGv+HdZ9DVHJUe8tfMd/cLBXTzG3O3zSrs4LFqIaj8vuOggY5T5ffuKT/N6TP0nDjhAC0lZAL+uhkgmFMYSh4LkL2zzq3WYiLO5mVbTrHr+Cn+W4qsTu9eh0JLFdXb8VB2BqC8vJksAOaFoWMydH1zq8uckoDw7Q0sEYm8Cr6cmd6u/CK3OsoxJH58xDzfVsk3fJ15lMGiTxg5z3e3/f9xJRvelBVBut6wzC6lqaG0vEoH8f+P/B7UP+9Ot3mBYltsnRwiGxlySTFrqWAv/m4iE+0znm3eUPk8yr/o5dG+de5XI+pNQJoYDXP/ESRdbESfZYtAcIo7HKKqjZ0BWZYrwfkLjQnteMrfYJDIYDtWS1GDFrVGMh0DG3k+soPcazNC/4j7Leu4Hz3P+1Dlyf31aA2Bjzo8BQCHH2P/UHv1vaB+98kBNZFcHMyioam4d1cYbbZGJ3aBnBstav0cvHmKQTiqMFWWMfiylW3iawE5YY7HtlfkAjz7Ash0zHLIox0qoiRYOhkSw5qA8P900fx9RslcBw7E+rz7KrsvTVueQfFd/Oj+1t8j/94qv0/B5hBtIOEW4TlS3wC0UcNJjKNi45AYaeN8UTOZcOFrTVA/bLsVQ0wgqoldnFqmmThg2asoo+PLdLEASkSXXN5YpAoOmGOSrTXJ96gCDsQpkvcJ11LGNY2hGFmJCmTdoy43gZkWhN5FlML38pAMkVgVZ9ymKMBASGdQ6QRnO5lWIKSGuz6rhMkAj+ufwenpQ3eOxoxIqakUmX8+7Z+16kVu8shawjSTMijYrKZzc4jRCSm0mGX0asTwy2qe79da+KcFuLKmc6q9Y8VO91Wis9krAStvvq1W/CeKt00yXjZptht/r7JBTgBfzgn/s1NrzqeudNibMU9BZDvubXf5X10ZAj26PZrz7j5ugOyupydayIbYtGDfwi8Egji0KnlXsVgsnxMT//d/46+sefY3XiYSa6fm2frvscorWBnUVMHJu9mld+UFcW30v1mFJjjwRX/NusNIBFhtN5iG9pO8Tdc9zxBrzWbaLRnMpO4WvN3nqOF9jYS4u1sALElWCE51mknker7LLII0aFZltLVKkwuzWI1bsuq4xpFAleFGH1+/RPVJREACdtIssJBk2ySDHG0JUwdwt0bYhTlEvK/f37vPvAq/72ekuwluU4UYEAeumIeacgmfg8Iu5g9jRmPr0/1jsrvfuS3cflvNLiVwmOU40bt1ky3Igr5zBj2ElzEm34ib1DymgfLW0OOq/wi+855larGg9fdfbP8/R4le8a/n5aD1esNCnlA+AXMXk+JpSC4e4cYa3gJ/tQi0DatRLAUlTBjll0SXxoLqvnW4Y9pJDstBP6+ZR5WAeFCG4uroFJsHua1eMxH9p4D9aXfQVvdnsjdM4fBv4i8EP1jxwqF67/Jtr7br2PR81DlOWyUr8Dls0KhIUdMnFadJVgaqquiOaPM4zHqIOIvLGPbWZI49DxEyIMTvSbHYDsVptURSyKMaIuwNJCEaYZe14VYR2aHmFNIU3bETO7RFtzlLOCX8QEheEXrS8H4PWDOY506BQ2rmggnQaiTPHTmNhvMC9btFhgiRKpbdbsEa8fLliLJvejaJTFo+kWyig8c4tYTgFocx6/toyz7RbNRpMsrtU3ByVGWKx2bB51BaO6gNR1AZNSJNW5wlxGaHtKHFdpqUxHxEqDEGSXzjF+8YuY3Ago7QBRHFPBPrhKslYuuREq7LIkVTU9VFUT/jOD93BHr6KMRb9cUFoOJ4NTqP2KSy/7ZzF1wXxZvsAv/N3/Jwd3Po2opSFuJhlnly/SXULmDSitJQd2tQtqRCsYkzEPqgmmS4+jW32OvQhbOSRLSbTYQGKYNpo0alcoIwXOxaewfJ/tbpUuihuCMBKcm+7w5NVLbIyPGYUtGt0+yTLn1tFdtNVhogWx9SDHPx4u+YUf+QVyndGsU7bDmv9NofiGZ9dJd2rpkLDPqeYlsqCJANrcYLcmGtyeVkB9r4CrOIyR2mLXu4XTkJhZhu+vYAvB3eA0seWymR8wtUecT0/S05qZd5JGA/aU4XRYBUMr4QjXkRghkdrnA5Of4kr0PKdTaIRbuPM5ji7Yqc+horJHV8b48xlWv8/Kw1ukdvUs7bLHdOUW8+7r2KniTprTQ7DwCrRfB1j5gmR/j6I22JFuNT9uhDZn4wyVVwtEZzFh1LF42/R1pDBkxw7e9Deb01huXY9CDkJgFRGOld3bdDBZuYkpCrLJhP2s6uN/eusqqUow0mYcVIB/c2UPMCynio8e/mnO5iexm1XQuFJEBGV1f6lMKLIRgSWw3HWEsGlLQ8ddobAdnKKksKBr7dGUR7j5FokPjURD2Gekqx3/52RAJ41YBIb+zOXutE2UVf1w6ZGHeeL6ZT7pfjG/cWeXN7u9kYj/O4BvpZKqwRizx2+WcPhd24bJkOcPnucR8xBZckBaRytRu6DUCmn7jO0GHS1YCsnJ1i5F2eSFa0NM4pI39ng1qqLYvpMRA7L4zduuMmyRlEtynUJ9UGRMjiUMBzVla58B5996B6k1hWlghEAyIvO6eFmVQviW0x8DYGccY4yhlUlC04Cwgs4gGZN5IbOsTYOYnekqsmiy7h5z82DO9nhBox7UbiG5mJ1gIiOO/X2+50QVKXez8ziilqqwmwRBQJlUwCnaKQiJv7B5+Fybsp7Eu6/dwssVjtOnpQ2pl4BU5FldISkSkrrArDEfM7z07Ry5pzHSxtIzSiFBSGQRsl2O2Q1cgjwjqSP+qNapeaJzzI+qb8cVireJa+TYxCqi2H2++pzeufsWjpaQuF6A9JYsD6vZfTPJWI9fobkUpMGAwj5Glnv0yh6mDDF6QVwbrpu0x2R3yNCf46qA48khs2G1SC/8kKevfhiAMDU0nqyYML8Y/QH+1ePfQu4bugs4M7+BRLAxOmbSaOF2+vzKP3qZSC7QsstSBkRS0ixB6ZJ0esyW3qdQGa1aoXM8qXZiX/In/jgHg5Ryt64IdxsMnH0WXjVeu/EtZrqacuO4imTvRfz5bk3j9e5gbAHTBLuOoq/Z1W7urdEuS3vC+fQkXaM50jaun5Gi6QX36KejqrJZGRblDGVyDlS1AHat03zJ9jHr2SHXGtUCOCzO0JFLwvkMu9+n9fgFSqr3snSPzI9RdoRXGJ6bLVk1PgtPYRrVAuYqxWjvkKK+VsjQSG4HAWejHJVVfdSazhn7Ae9MX6E0FslyleZihzL/PDvLe5Lo9UGz1Etst6CIbOJjn7JTHYzf3T9EGXjavsmB7vLCuS4IycStFtM7KyNwIhaTAgtJQBPhhBS+YDte0iirvk5lioqHhBJMTQXu90/TL3OO++vYhSJ1YdMc0bd38PINMk/iZ2C3TxLW7/NyGRCmhtjL+ebrbyGfPElhqj3yr577Gr7sc5+mEac0vwBcmjcC/LmpFI7usXr+T25Zv1vb+2+9H4NhELUo4gMyx0ZjWDirFEZRSJel7dHRIEXCu9efR4qS25+s/Veb+8xqSeOunaOFuK+KWDgCDWRhSF5XzIpa+M3oBOySwjX83eL38tPWlzPwRjhKk6uKy22bEbOwgSlrHvRBtU1MCs3NYYRbaJq6gbpb6X80oyGpGzDLWtWhanyCJG2wEQwZJ4ql46OsHIyhlwk2s22ORUzCnHPX5xg0Z6IWVj2IbLtFGIaQNyAF2a52Mg0jmF/sg7bAaE7ffoV/+n1/hl+72CfULsqtD2XzkMJAw0pJtEYqRTM6RFt9bjYriWRPLwisuppWhWzpY4Z+m2ae3E/1pOUUgKfEDj/d+CrGpsmT8iaZcXhh/hwUGdoNsbqnsOoo0MLh8S99D9IyREfVonYzzminN2jFkPgDMmuIVdylq7cojEVz63mymlbnjR8llteI3BluGTArFqSj6rlEnsv5uzcwQBBrgre9h1vDiJfiAS9sPUPiWLQT6Ca38R59CxujY4yUXNqBvetTUiK01WEpG8TSolFoNIo+bd6x8vUUpqBdC7XNauA/d/YJPvDMEV27JLUtfnb+c/ytU3+Upa1BSJzRnMJU1/eAzvkA+BdyySCo+lnECreWHL8mHPwy420nBgTGYr0csKFCMgRtK6bnTxE1WK4EI5SA9dQwzqq0TpYfUWJYcdfY8AJOqyY3glUwmoneopUdEy7mWP0+3kMPUXKMMAIpDQjQMsdVgucmY1Z0SGkbynaItsEpNZP5jKJRM4tMxiHrFNLi3LKgSKtFrzmZklkeb7FvcqjPwvY7ac9v1xW3Veu1axKFrOemv0D6JUUckO4GWN0YHRhuj6r+/p6Df8mqjvn4o1Wtw6h5jNAwb6QsOjeYj3O6CISQSMdF9n3C3CMoq2g8sTJMNMIVAluAKnZ5efbLnB29yuHqNnauyX3DmpkwcO7glAMyx8IpQba3We8llO6UmfLw8pDEXvDV9jfw9OCrKUSMJT3K0uHR61cpLJu3njvPm93eCPD/pBDiHwNdIcQfAz4A/NM3/Uq+AG2WzXhH5xmsWFMu9yksh8RXJG6T0hRM6rtvoDkbfJZNOediY4/4uI4gGnskeRWhdGuD8lJXK+DhqosB5n4DR3ogfDA1hcNECCvDsWN+VH0Hn/MfJnqfj6M0WS3Vi5yyCG2EqratK5MHLI9P3xyTeC5isoPXfBTvie/m7MERqR0yz9s08gVvzT6GzptstqrIfKe9QhRoHKXZzpq0VZcdO2f9Zs6f/rmSjAVnsgK7Fg6z7RZBEOBqgTWWOM1q++mYko/9m0/TmR/SiPb5tXc+zVFvwEcffyufO/nDLIJudYt5yGnVpydjpklBM14QxlXkdOBV/Hg/i4jr1JIpQzbNAaXlYgGZroA/L6odz+lsTrbd5rbZwNTnLbfSaoubPvl9CNvHqTeajkqI82pBHN24F/HniOgIS0syr08qxtjFXWy5hWhNOfXlP8ND7SptZMePMHX3K+BXPolIqS13WTSbbB0uyVxILQ97pcfPfaa6jsh2KWq9ok50QPj2d7BRS0rcjDxOHPw8Rmi01WUuWg+A32gwA15PFKUpadXSzPO6qrTdXyEsbToUEHRRy31Gr2Uk9hGysUo6DeqRoUlzQaGK+6meeGfMNX+Xs60qEhcZeMJBG8MNDBemd3lkc5NuXgUWZ/KKydTXEeu1vIMxgpVgRKY0W4m+D/xuprjlR2wEHeblJg/pdbQlcYolme7Qi+ZYWmP3e1itFqU7xyt9ylrwzEiFbSTPzSL6uq7mvXCEaRg8pZnlGUVYA3+ZsUt1becWMM265I5LZzGt5l+QYIqHcDbfQmtxm3j2wEz9xOrJ6nrrqu9lJ0KEmijtEB+sIQRkj2l2atrtl964xlPXP8yd9ZMcthWzcM65/Wp3vtN7mXSW069JxLZ0eNVkSNPGM2k9DgqseTVgfHWbYvkzpCqim044GmzgFIbZShMpDH17B4GFstcQgOisEostZsEhxkicoo1lFaw52wRWE6HHlK2AzYObPHduk7N3bvBvfvUTvNntjbB6/i6VS9bPABeB/3ctz/y7vv0PT/0P/P+e+hEA9OKAQlrEviIpGxS6YFjrboTCsBJeYlAInhm8xqqUaBSpPSVT1SRt12mGEsnSh+sVMYLCsrCli2WtYExM1aUFjogI7WrnYDxJ4zDBUYq8lgk4rKs6/ewYgyKp6ZKelfHpG0Oihk/2yk9jn3wnzukvpnTWKLFZFk3a6YhZ8SydecyJ5i0AJvYAZSscpdksKxbHDX+BG1ULVlLOaZc5Vm0qfy/id4xBTFycxhCrSOD9f4r3PP/XMcJl7kb83Fd8PV/+wvP82Z/45yTOOu9b+5u8yNtoxZucM2v4QjE+HNJZHBMmFZDY1MqYi5jcqYBflAEbVItc4TjkNfBrnVKg8Jcd1lbHHJkOjqzSaXG9O7G6Z6rn5JymsMArMnJxGVSbye05qiy4lWSUUUrmdTHSQokxgoLC3sYOqkgttKfV84jPs+dN6TDGVT65leKMMpSQpI7FiUND6kMpLaRr8QsvVqmCyLJB1yX7yQz3ne9gc169t3JS2uqF6p6sDqkIMULQKA0Gw5RtLmeapbLp1mMqmk1x/ADbcVkpHOxFgdPY4Pq5t9Kfjri9WSJbW6RZ1Vctd4lWPlcmV1Blie24FLOYY2fCmV7Nfsogn4/4hUnMDTQXJzucCfs4tUz1I6KqUWgUKWth9bymszOsBiPKuGQz0YyyfYSo8uY39efo2CvM1DZdvaQjZ4gyRksXd16bGdUH22Ujxy8CCvcB0aC0BK8nhkBXO7N54wDdMARGMKOk8KvxoT8P+C/MLXQmuL19jnYtmrjvr5EX53A6Z7F1QXzp6v3P2Fo7y9L4+KZOg4UzrFBxrBNeFOcoU4v4ScNOUv1+2vVZiT+E1IpPPGIwAk4Nm3SWHneat9DLkpU6u+IIwbwBCAlOtcuYWgJ7VqW1vOIlhDWgaXdxi5ijwSZOYRhvVruQvl2dHxhZLbxlL0HoDa6ZnNCOcXSbi2rl/r00LI8XHnoLF45SFoHLN37435Et/s9Vx7/T9kZZPS8DHwM+Wn//30S7fOWv8eon/ioAYnZAKWwivyQrm2QUHIvq6TZFCcFdBoXN2zae5zSSkYygkLynUU3SVg1UieUwa8DeQCKBIE1BCHznBEY/kH7tRikDWUUFxrNoR0tspSlq4H91pWL0PDoryZ05mW4jMDw2eJ1P3RgBEjW6Aq0thBPQMz2oi2yUteCHvnaXaXSXzeZNJDBxejj227CVpmcq3vRhsIsd1br+8QxQ2LUkg223kI6HEFAumjiNEad2fwWnVJinniQKV3j/M2vktuT3fuijvPvlS3zPlX/AZpHwd8Rf4oNnztPTtZvQzi7d5TFubc6xUedfW1FGYVX9Zhch67I2tHEfZAuFLsmMQiQD3ua+wNDu0a8rGE2rutam363+tbeJPbCLHO1fxbcvYozm1t4eKhniLSH1qzOL1K4AI5UbWG71fh1RXd9s4XHdTTmhBZa2KayMcBYx8VpcPP4cfgHKldhK8eI04sYkxjOVAxtF9QzcJOFS/xRrcY5UCtQ+7g/9SQC01b1/f43SkGnuS25P6d43X4/HIwQBr7z8Mme0RC4VhANmYYiXJVw6fZKy0Wdpqmd4kSFoj1cOX6n61HGRqWRqzzmxVktjZIIsnnHk2BQCzkYT7KMK8JQd4ZsqvRGkCWvBkFw5XJmcZyUYQ6E4MZmRqAWWtYnBsJe8iBA2hb5Amn+M77rzs5QqpbQ8xKzaiVj33KyaJW7pUzpzAq+WDndtnDxnKqvFYVwKdANcrVnYhsKr+kUVObvmFOvllGbpI3PNstFBbVYLwx1/k5vDdaTlI9vbpC8+EK7rrG0zFU0aplqEPfcYaRkWRcHN/oj5ToPsCbglMlbzET+aS15t7nN+/wavn+yhhU8/djhxFLDjHVPIjLP1eZkQgrZXBUvaE5RGs7BdXu5Vz6TpXcRtfBPNoEs+mnLcX8PJoezWi6I1qsdEFYztD6ZI43NJeZxpXkeaNk8mZ+77BTTsDq+efpwzqeTLXt9hNZjznuZvbzD/X9LeCKvnjwKfBr4T+C7gWSHEH3nTr+QL0P6/nzzHx179WrQEaz5CC0nkK5KsRSpKjoXB0xpPKI69iF4W0G0dcwHNDSEJ1RoNS2J0SaOOWDLpMg9hZ1A9qN50TqYibHsAOuJeUfPWvmJDHVOeb2GtWwR5jqP0feuy1/vV9vSpUZu5u2BirSKl5uHeNfZnKRv7S0T7BLZTTaDt6ABRA2rpVgA28nxkQ9Gxigr4eZzCW6UnNphYMzJnhl+XvQezGbGwsO0cITyk9FiU1e+KuIPlpDRUFdl+snNA4rm8ePEkj924zMoswrYF37v/XfzN45/gS9Sv82vbj/Kjj69gjEQdHdKfD7Fr1sOgVslMaus5oQ1+3qAr72LrgnFdqKaFhdGG3BisrMvT8jMc2116REg03Z7CuC38mr+/6qzeN2PBG9PpVFbNr+4fcnbxWdaWgsSvoqelWwF/xjZNvwL+R2pbwP30gB1XcF6uIYyksHLa8wXjsMWZ6S0AjHAIVM4fft+rCAOP5RaZhLyW3bbjkve9fIBl+azOpsRf9pXMNioA9O/RToFWCQelBQi6FixMl+De4jHJ+daNP8L8M/tciEBoiLrrJH6Io0o+MXia2A+Y1qyVC8UBIPncQVXC70gPy1gYMcNuV3UE5KBUgT+uqlzP4LC4UcuQ2HNkXqXLQnfKenjEcbLC5aSPLRU9b8bGYRWhluVVlGOYJBVwWWwh0zuERUJuhpR2iD+uR/Oy0kNKAoWnPIxUXLxY+SQUrk1nuWDPGuBgmCqBboJTlmSWIHVcECkqtdjlJKfUYaWTlZfkjsfR2hquynnVv8Cw1t0RG2+leO2l+30ctJpMRIt2HXi1TG0nqgTj8DrzO03wNXd9QXd5l4cP1th3LN7z+k1K26EMvoR2aThx7KKE4W7nKtvFgzOEzmF1f3kYUFDwePjV3O36FKag5T+KkG1ebd1hOtxFSYlbQBgocmNxRW7hWSOUXaXijmUF4omdcsG5ROF2eSJ7iIO0EhNsOj3S1oDCVRirw6lZxsWveaBw+2a1NxLx/3ngaWPMHzbGfD/wDBW983d96wQum8onChUYMEhivyQpOySy5FBougqMLNl3BUrbgGQdl9eVwzSrmB66TAnvmZ8Ij3c8MeJrajbEmWFMVEwRsgUmRtRd2p4qTsRDygttmmGKW1ZpGF1Hb4swoBVr1qPzRO6cQGmMFFzsXedr7jxPK0rwHv+u+/eypnJEVgFGHlTAP2z3EdLQ0zPGbo/CmWCsJgN7g6G7i6UUrQVkjkTGMxIE0s5x6iKwUZ0mzZIKNJxmdU962uWTD/uUls3bP/N+bp0as/HMH6dddtlvvsYfiH+MreiTfGzNxjEBQTRlsDzE0iVGFLSyuujFq/piIy6wyhCchHa54DCs+jW3PcCQaoFbtniIKwztDpYw9FnQ8DQMKu/e0hhWZIvMBadeAFc3qglxeTxlJX6V3kJWEb/RTMIJjoFG5uP6FSCs1zLMC/sWAGdlv07XpfSXM+aNkGZUvebA6WEAIQXnHYdOWk1+zRqRDyKWXIo/zgf+hOTs7DZHK2vsznfQsk083YJa4qJZwl4h6JiMraNfRwubOKme44XyLJawKI8TNrMqsh0P1knraHkuAm72mkxrCuV6XQvy+qjaOTm1ZJYrp6j6d7r08SbX+I7P/lPOzY8YBKvM9qtFUNsz3LyBY3Jke8FaOOQwWmFYM7tWwxH28Mr9MVe6Pp25xdK6S0P6uO47cFrfR2GOKZwm7RqIs2HFvFraGa6uFul3vqPyoM5di3OzOxzRomebOuI32HVFdyIMWuRMyi77YosT+i6lyZHG8I5rhqlZ42R6wC33DKU6JpMG1p6AWw+uU0rJTDTomOo5N1R1v2MD82bKfKeBMXDgt3j89i6JdxHbGE7eNQTxXbLW12L7BWtjH1dL7nRfpS4wRgOr0zlCF0StFaQxvKXzHr4u+AoiUxJIKKTiwJ0iyoz2coGXQ09G3BWrHFk9evYOuVsBf6ZKPkxBZEpOqF3szhahCThMX6XUJYG3yhPLkucGHeLGBupQ8fryQerszWpvBPh3qRQ577UFsPOmX8kXoPUbAaewmNhLUremDwaKpe4QWZoDTAX8opqk+2KKG69jIbiF4lNZj7R1G1PmBHktDytc/oV7npvRgNKSdGcLNBpDgNExrqwmrV9oNmoxp0a5wCvBVgq0wNIGHbr0lyXPdx4iceb4pYW2bHpiwh+69D7u9NYpVx65fy+rhIhaSXHZrB7Hbm3GslIOmdstSkeCDOnaq0TiGE9HDBZw+Wwbk85YigzXyrGsCkj26/x/VGuzyPaiUjX0tnj+IZ+N+RXcco93nvx/YNkNnm/9Eq6TUuQ+T3s3WTqSrmjSKpb0lzW4yAy3jmhnYQUCD03TCvilplFG3A036j6KAUFSGnwVYJuSmVv134qYQW7Qq1Uf7Beahu2Re+DlGqFswr0z+K02N+IUr7hT2zf2cPMZ47CqGO5GGser+suVcxrSoES1AzgVbyCkQcmSQTwjabkEcfW7w5WHuNw7Rabh5GKJm1XFOIUYMG+BEwkaWzl/Y+0vsbV6nZ0k48r0JpH9bfyV6z/Cl17/eHWPqWauBWuzl+gf/yS2yTlININMc8ar0jNqntKaVwHB3cHKfeD3s4RPntlg4rfwdY6jqh3FjdkhGoNT70Ite46q6yGUtYIuq3t4KFqgGuvYRcUiKewSP/fpMiELNWvBkEm8wnEN/JveAZPZ6wgklmySWg3CzOYV+zX6toPtPoa01ijlGCNtBkl1ZvPqP/sYL/zMv2SmIxxjY+cOG9tVKrNw4JHpDSyh6FmGiapSPVZegjHkRpF4ER88dRElLLbFLXJVRSSuDujPppzK9tl3V5F6yag0uJ0TWMO76ORBCmQuG3TMEkuWqFoHSZQKT7aY2Db52OXYWqGR5Sjj8+TMQWmBt/xVUm+LvZNnsYzg7LzJ7d5r9x369gJBI/Xw0xF5sIZAoIyivf4MlrEIpSZxFySewtKC0yrBz2HDTLgrVxg5LVa5SRKso4XFPB3wV0h4NesTJjFhfw2FYrLMWZZTRHOLp6YFh12ftLHC+jTlRD1f3sz2RoD/LvApIcT/VBdzPQtcE0L8GSHEn3nTr+hNbGuNJltIxoxJnJo+6JUkpslcCA7QdIzEoBDGcMs5xo1qYwx/xPMHF7j9RT+M1jFeUZtohBmd2w/TvfYO5q0GblLrayAxFAR29TrLGNaSaovdLOe4yiCNQCDo5lA0PMLUEGQ2rpxjqQZCCKz3Nxmkc/7VW95LWhOAivkufat7P8c/7i6xjWG/BrBVfYARkrHr0HTXsKRNIlM66QK/gPHA5tCbEYkUz07JdAUsO/O6rF5X0YjuZeQOfOItX0Ruw+rdO3jNPi1rheylf0szzWnaJWVhsVVXA/fsVWw0zazmoFs5GEku4e5Glb+9MM+hqL7v5FP2wnWUfDD0YlViY6HiAUuvinxXxZQssZGd00Sq5Ch9CVsIclfgZgZndpb444f01jfZKQ2FGtGKDEnQxipnjJtQSMHKIsLyahEzd86mYyikRVdpVqIncWwHuzR0s4iiLQjSnMSF0/2z/Pr2U1jC8Mjks/i6AqPY6jFvGRpLwfXFKbwP7vHz8XtZy57l+nzKI8MOj7z9eb6vXamaZLXXQHDhfYz+Yk5T7TEsDT9wOUFiEeuYQHu48+ph31hbRdWSzY1oyfOnVpmGA7p5jFLVziwrLebNAlMvsJYzpiyXCC0pg3W0hhtn3st5FTC1GjhWSBEcI5stwsKhayaUQuJYJdliwDjpYYzgXeZ5NIqWdw7hd3Fqgb0XzA0MViU3LgSWijDG0IyOKCzB6jFc/bn/lUxl2MLCTxwsy8KVHqVtOD/fZcPep2cbJoVENw3C1E5kKmNuL5jIqn+35LWqJgZAOjy+uMXJ9ICjoIUxNofRCNvxkcGA9NIDS8qFFdI3CyyZchj0MAoaZc63zWOmzZidvW1K4RAWBtt4PHnNYxEk2OnH8fOI5y98CQBnRgMib8pRMKZUBa+2JJbuYZcj2pnGFg4vZtfJd56lZbk0pCR25qRuNZdOFROCHLbNkAOnz9Rp0s12MdIiDtaYFt16zrlYc00/7HHH3CY3faJiQtNp8/TYoH1JurGCpRSrV1/5LdDtd9beCPBfB36OmscP/DyVZk+L3+WFXJuihY1grI9InVrD3a0cd44sSS4qdyRMxskCLrsj3GV1MLqy9hmuTB8iLgKMyrDLZlUt216gzAhlCqZtH5nWet+1OUujLppZeIJBnVMO8xi3rAY7QFi2UZ5DIy145LhgoAsEkjPZMac/NufW+QGf6D9OhibThnR+h5a9gkgVtijIgpIvixOiunhkzaoir7Hj0qqrheeiQXc5BSBulFzpz1iKFMfOOIyrSPz6pM7FSxuVhZh+yVG/wW88/hAP3V3w9OGYVlDtBtTkJs2lj+fklKW5LxHhOHWaSDuUEkqpQFtoCw4HVS5/O/WY1VXNg2KElhazVu/+c0rrOgg1PYWqq2tXmDJP27jNNSb5EdPlq1U/u1UhTDo6TXEQc7L3GAeWy5HMaMSG3O2gxJxaZp31+QJZ5/gLb8GmI0mly/lcEMRncT2Xbn0mrzuGIC2IAkiaNh/dfpJHRIKdvczo4erhzdyQ4xZ0M8Pp/QN+Wfx1nnnpeV4bP8y+/TjfO/kVlC0pwjEYwyxWrNjA9l2MB6H3PDbwLfuK3fgKBxzRMB5yZtDS4kavSVj7/nqzJdc2TjAJe/TSJVlZi6cpn1E7J4vrXdZtlzwfIZRN1tlk1tjg1plvotE8z53gJO8vz/CxvQ2OjkLCUjIwY+55j3dna3yV5aCSsCriAnzvHGWzSZhEgGGWHrFfGKh14W2ri1HHhLM5di3uFtytd1XawY8t0qjAdwO0VXBqOeSEu0tbCRZGUNTs1G6cUagFiZNw7G0ijWbTvsGyVqmMV0venl+ilS6I/YBlo8eOvkRKgTU4T/LSgzx/bPm0RYy2FsSBRRHb3Nn/f/H4qM2klXNreBJhNDUrm61rHuPWAkHBM7cu8WrvMRaNNiePqvlzuXeF2Gg+45VouYKSY1bTHCkkL8qA+as/T6wNjrRYsUvSWs68N90ndS0GYsHIabF0fMJFRY+NGpuMTYUPkbZoLFt07ZDbxTUKICpnDJTL4xOH02aH105VB/GLWw/Mod6s9kbonH/13hfw14Ef+T/87HdtkwefAmBaHJA6NgaDdBQGuFsXW/WNRJiE7fkqz4UlYniawp7wxMaLKGPx0vAxtM6xSh9Ppkhd5aU1BVGngZ3MkTKE2rnqXqpnd8WhU0ZYpmQlyfHK8v7EEaJaXN567QalgvWy2iX8/usfwi40x998r1BJsDQFaT7ClgGrqcayq7TUexcxcQ386/4ewmimwqXtddFGcZgkNGuD6WU758raglQUSEsxWxRkSnN9lCG0xtgxRTTA9DU/+1XfROFYPHbrOpuxZsXeICXFRMcYBEIYcpXTVdVET9wAjQQ7JPagkAUYC2Fgv19tUd81LbhdM3nWs4qaNu4+oLBlZa0/M9/GCqsFdEWOOdRr+F7IKL3FrKjOH0rHIsjh+PAsVt/n5Ow8xknZtyXNyFDabWL3gaxGmFoIt+oHIQu6XolrOmxpG1l4dNwGvTqRGWuXIFEkAVwLXcZBh7cevQaU3N6oJu/EtbjbkYweWePrhkd8ZPS3+KPLlHc9f4lh+haavSr/HuYF26OSTMG2WVJuVRGh1XuNRwNJgOD12ac4dsaExsOeKwqvwd2GRbOOtIOjGcp2Ofab9OIpZVExYyzdYNzOKZYLtNEkuw55NkYUgixcQctqYd+8+bME2YSLniBsTJjP20gEW8USp9YzGExP8dXZFdKpwerWDDBrjcSuxAidULI61uzmBfdjP9lHl7t0a5rhy28rse5JfGgXP5aMbg4JggZaFrTihC1/j3BZzblP19XjnThFqRm5jFl4J9nIF7iiYOgN0ZbNfq/kHeIydl597v7aKkdrOc/aV2H1MdKXHhAM81qDqvAn4GcUcZuvibf5cPyHsEPJsVonyDNEzc+PwwHj5gyM4N03xhghORpsMis2CONNrnVfZ4EkiV9C2yFpGNGqyRCX6DFrbPJ6Ut30N3Aez6rGdzg9Yv90tUAv3JDU8fDGx2A0UWOTUS0oFymfVVNRa/eT65QkLMsZgRY4wKPZHr9+eoNf+Ybfz0v6v0KqRwjxr4UQ7bpi9zXgshDiz7/pV/IFaGuq6rB5vk/q2hhL4yFxQsNRbbe3YgTSJOzc+lb6pSZLVimCPc52btNkyWcP34rRCmFsGjqDvAJ2Q0458BHG4JvwPpXTqWUbjjou0jL8xeJH+Jarn8UtS3Q96MpaLfH0/h0Ugu2sYkBcvDvno+feytpDBzS1oiElc5ESFXWFZ6LAqUOWNMDOaxaJn9LQc+bFgK7TZV6MKMsMP05YNLbx4x/keKWWO7BK7Dzliz7xGouv2ODfv+3L+ZWnnuFX+Tqe33qa973rG3jsdoKX7iCTkk02uWsdA1VpOUBqYvq1KfqxBzYOhdci8UGRgZHYCnZ7J7GUYr1weLVZRTon86oYatIZ3H9OaS2TXSxXaAUzUuOwYs84tmpxtewuhc6IVUbu2XgFzI/O0v++R1gKi/X8EhhDI7YwVot5UC0k3dLg5iHSXdzHrNJd8JBZZd2pntOa6NJf1r8c2wSJJvUlL1kN/DLjyTufwHJPstBVcdrStpj5kl9/+p2sFRKBYj9/gq+anuHbPjriJ7f+YDUOPMNbbqRIoF9eplZcwF6ZcsoVDPOEcbbPvneMj4sbKZTf4m4gadbCdI35DkLnTFyfXjqnk1ZA25MbjDo55awgUzGmsBnvThAZKKcB0sEpljSjVxB+h0cDhwtPfxhdF2xtFjFNa0muHEQ5Y2/31yFu47cyLOGQWD667p8g0DSjDiP1QBHTtVdQxRXaUU7UMESnT93XQQryJnYJn/34sxgj0FZOKTRtb8HmMOTRWPGJGvh/7ZmIV84OSawDlHOCzaQOCpwJyYkL9JMZUsCgPjA+btrktsNN6xA9OPubIv7SqutFgjG+l1BmVU3AQbHNl+oh81aPMM/uv37e6zBuTumkKwwWFQwuGm0uu+v0J+fZa9/krkrYPqoYVNNOiSNsMqNINEy6J1jUUiUuNn9q+gNYwsadjplsduprclGWRTkFLx8xbW9xJO8V4wm6/tuYkpDFh5QkROqBAOSKTjnqOcy7Cnvd581ubyTV85gxZg58O/DLwCngD77pV/IFaG3T5xAN+YLUsVFOiaslm/6UIRIBrBgLqVL2rQ2+a/YEg2KDkb2LFIYL6gYvjx4jq12kBqZA1+JixqQsO9Vg95WHqYtHZK2zPgsdjCN4KrvFynAHtyzQtTRz6myCMZzeuwFAOKt+Pul2+EcPfztGwTusiEDATC5Z1no2ZzPQnqG3MPwvrYCVtIcxYHuKph4xEj4dy2aaH2PKEi8qOVp9kmb6EK28KvuWdslQrrNXlshxhlfkXF/f4CcH7+Xvhd+Nv/xJvvj1HMwQncScKra5HVYhcdyst+DE9C2QxnArSOjjkQUdEl+gdAZILAPD9kk6SRU5vtiugH9DD2mmS8bdFWojLWJVLWwyGbDpHzCkwyoL4jptNskPMZbFrJhQ1If0RWr42X/yN7h84i6D5BJhBshaz6axoLcwPBr1EVgYO0LWZzRTe8gFupz1qm30lunTq+WXGsOSRgKx7/Jy1uddB6/RTObYK4+jrCWgiBwPN/e57W8jVBOsiE7rdc4FH+NC2uUbrlR9JBvwxG7OhiPQXpWmkkvBSvgEtpBcTirq7L5fpVeC0ic7uyS2BXmUV5IR4gg7uUQqHHrZgs7xTwPQyduM2jkyckhVlY4Z3UwgM2hhY+wAN5/jlHMCqxqPolOS1Smv1TyjZ084zgbAxzHGsKWfxgsSesEKkVxiaq1/RxbY9gWqcsVqnFpBk27yPBJY9hr8TPf3cnO7LobMVrCV4bWDK0ynE7TMKdu1h8Coy5+Nt/jDp6scfieG5x+d8uzZ30DZ67TrSu0DqdBh9bwOzBoP1TaPs1BybXACZRQ7rZLiYEQ5rtJdohbwM86C0EtRySpSGEItMephZq0u3ZpsAZC4NqPmESvRJo0lSK1ZNjtcDVY5ebyFEZrnu5dZq13Xpo5ECsme0TTLgnn7JFle7UJfcF/jofw0F9tvR8ZzdL8a2L6ycKQhmzu4+phlY4sDGfCoqJQu1/1TXLXv0jEKTcrSPAD+p/eu4taeFQ8/dpE3u70R4HeEEA4V8P+8Mebz9ny/u9vg20/z/WKCk6ckjk3mFjja4hH7DlNjsYbAFxJbl0z9Nh3z9fjG49ftY0xp6DpLMuVx2a4i6w2VVZ62ABiWdcLQ0w3QddWgzhG2S+o4mNBgMgsRH+KokntBU+4MkGVJt879mWsfBOAjb2uzdEMOl22ekgVCCEZyRixLFEvOloLSk5w6NqxENp2ySaJB+ooWCRMLHMtimh+RaoEXa6adyvShmW4DGmGXvOA9gVCKk596ne/59C/xgx/+df7ms/+AP/SZv8af+OlfpRnv4aXHYCsC47HbKdBIslY1MGcaXK9DX2n23JKzaoCRknmvi8jrvIkosGyPVqnJyxnXgqoPWyJidX7EpLPCvUqm1CxQxuAULdbEiCPTZZ0FhWyQqIShl1A2Q+bZAcU9dcfyde6+/ip7u69gF7s8tC/v+wYft+Zsjwxf1mxjCYV2YmR9uHzk7LOBz9bwKWTL5cJwnd7SoKRkPTmmkcCl3kUi7fFF+y/jKsnIEQgBwkpYugHdxOfk4oiZWmfsGP7l4CH2Wjnf3P9LrDQq2qfwoGEyTjiSrFlx49sHX0H/+BvJvRG3VbXoW1a1UASiyWSzAuk7WZtcuvhyglO7PXWzJc1ojGtKmrlD4VS7maVYEqykTG8ZSAxGlSiniZvNCLKSsK4cEU2IGnWdRWpY9YaMsgFFdEzHdfHTahfa7TZI3QRj2RghyUsX6V5Efx6xrxBN3notwWB4fv0ZXj75FsabFSS0ZwIvz0hMSlmWIAxlF4yB8bzL0dpFGrXPzXd+wuY7P7JFN70IQrJUVzk+PkUiPJy6/uR1c5HtM6exy5Jpw+WV7cc5c73JFXsPq3eW9OUq3ePVlfUIgWWXmFTw3rbDk5bF/259J9Nuh/5i/OAeXIu5P2Y1WsMol3ZWMGmucOS2uTgM8cqQVzqfoZlU42Z9Vo3VQx3z6PgnicOTiOQ2hSlZyjlja0bgtiFLCP2MyHi0ZzbbxzOMErjWEYnbZygdnrZK3i4VrnR43bmCcBoYvWQqH8hQNGVOq1bqPH7w4zetvRHg/8fALaABfFQIcRqY/7Z/8bukBcEpHDfCznNSxybxS2zl8Iy5zFILtpHYojIHF0ZzO6pA5XPhEa/uGazeLU6KQz4SVoByUQ9RZo4Q1WAoMk0hBdKEmFp2OSqnOG4Dg4MOYVcdMi+qbi6taqHI7DZBMsdPq2gv83qUIiO1Opx3X+XussuWqmV4dUHuOmTuHmeMhfIlJ4/h8VmLpgqItMCEJT0jUAL20MTJMaXRhEuImhXwu0UX26oA/LPBOzm1d4NvOPwA2uSUNhRLi0c/XfK1Lxqk9QkGi2OCsNqWpms2udtCNRO0gYkG1++xqi1GtuBcUUVk8+4AN6uGhrAKHAMdZRPPryDrVa8hInqzEePuCnZtiKNMTGY0ofHo5BlD2WXAnFR6TLJ95r2MwneZO1cpasVKsqpkf3nnJome8NRdm6y2jzxszTl1BKFo0fBiEAZTVhHsYbCHEAJuSNztJpvjDv0FLH2PMhS4Cj7beZLQinnL+CqeaZA26sIhKyZymzgrXZ5ZvM5MbTJzDS89sk5LbfEL7js53/nQ/fEnwmMGtibrDbGSBu3jr8BfnCIWQ7Q4BixWs8raQvgdJtG7ATCWIpU+vo4Rw1oiQmc00wJPK4IMhAHfNFhYM3pnLJYHNmZhMMWc3G3j5Au8QtHQBxhjEI5hVleAtmc+q/6QRdymiAQdtyRfVP0adFxSrwAhKL2AZRYi7VMY/cD3VRYujRwEgt3WOidkyaR2LRscv4rj5hhhMHVlvFnLKKIQJXrI4gImACMMQlh00gHbkyrVeagOuXL5PQid40QbCOVwW5zAsEJ3GTFrNUicnM9deAfRcspi+yGSOs/fzATGgJdW6d1TegtLCM5Ykttxn7jZobOsdjyutyDzK+bUWjTAtVtsZRaTTsVuO5lFnJw+wt3WDeyiB8Ue57Pq/orkNoFOUc6AMN5hblI6tFlYMZbtY8qCnliwK1YRc4/NvWo+NIMDJlZd12LlfJVdkhvDTz/2Noar58HEJC5EtVyJaIacnBxjgMWlj/BmtzdyuPsPjTHbxpj31iqdd4CvfNOv5AvQpLRpuQlOWaIsySQskcbhMX2DzMBWDfyWhq1oiK5NSbrs8dM6YL/7WX6P8wE+51YgfK4oAI1T65hYmST2HIxsYcwSkCzLKU2ni1c46NCgUs121AWgdCuTlkfHMd/70rNY5RKpCo7OfRWR1IR5m83wRXaX6zTTKr99pRQUjs3CH3IWC+06nBga+rHD43GzYvaEJes1x/s2mnK5xFUxQRJSOgNKkWNpG9cRXOYR5k6fC5NbDNQYLzYYWZIVEwbxe/jEu/8aQXSFtcmYjrdKQYm3us2kt4rjp6SFTYTE8/t0DSwcmyY+QhcsW32cogZ+WSCERVdZiP0rPDa9hNKShh3TmY2IGm2MXVcim5xUQ8N4eCkMrQ4DpsRCMskPEKsjMt8h691EBQ5KCMq6GMtNZixSTXdp3TeMnwczTh0bljdOEtTFW0VZAdvcH7FQitBs0vs9D3Hz2316S1gELuOuQ2o5vO49wiPmMtoCV1mceKJiemAlxHbAnQuP84y6SWFCykaKnGS82/rnuOocV9zT98efab9KWS4p1mLc5Tr+8gSlO+Vo9VnQMUb6uDuPVv0V9DhuVgfes6RNKj3c3MZM6wNdWdDMchxdInNDf+rgywaRP2XtQg+jBcujAJ3Pydw2BRluqfBkQqoNusg4alWLiFdYOLKEUV3VvZUwn9RSHh1IXUXseMxbXXQhEMLCzT8P+HXA3c0K1BcLm2Q2ZzfcJEwNJw5fx6pTHZXJmEGuRhTTDmfsLS4eDECCcavKbWGtEIWrCF3y7rtnyYXGRGOE28UuQxa0uLOf0I8SZq0ep3dvcXXbZ+VonRun1klervL8K9OCm9k7cepU6yDfpjCGDSTGwLQxoJnEGCsjDBaIoNohrCVd2n6H9cyQhi26xZKtMuXM5DFye8lx26DzV1nxq7oEkV2id74at+3ZLmOh6OsemShxLB+UYdOM2bcGFMuM7mGCETBo7zCpBRo/eKbDY3qFF6Ri1BiwMlwABltOGNVSI6YZsDodIYDE/NfJ8f+mZqpW/qdf+V+/Xf/Mp3nL+DXsutJz2NRI40GhUb8J+C3W4gnrOiCXim9yNplJybmi5KXVl0lqS8JOWYGrcKrcm5W5RK5DaXfqw11JXC7oWau4hUXhSDYOwI27ABShJrc16/MRtipY9laxKIntBjPh0CjaWP4ByeQxGsImNZrG9CpmMWbcmNJG0LM9Th0bSEvayWkyJbECxXZegdN1rbAycFWEY6po//rKCxgrx3YEn+I9OCrnrbOXCfsLmpGDlgX28gZ7g5PMi4/gzxuszjJW7A12vAO+8sN/m/FggOfGJKVgKQRe0KOpc+a+i0BgSUMa9HnIP03bqiL+zLXpFGAfXOUtdz5GqV08O6UzqQb3MqwonVrnZFrQwCNPW4ztNn0zJxKKuFjw4mpK2fIRg0OU5zBs3Tsgq9r27R62UuRuG4MhcZacHBqSSQ+79jdOVAUA0o/ZLwyt5knmyzmz1R69BSxCh7Qp+Nj2k+TC4/T+bXKviVMmbDxcga+UMal0GNqrdE0FME2O+LJbz4K7y4m7d1CeRtdVuGn7Fkn+GuWGoTF6CmEs5hufJOvfRqgCIwylWUPrEul3GLU9elFOXIZk0sPNHXRWRbCWSWikOZ7OmCuPhw/62NIhDSesnd9C2prZtIFWCiMdJmtfROk0aSiItCGZTTlq2RTGcE9WxD5W2EGJ9dCEyWyOLgU6XFLaiqUXMO6vIooErWfE6THGKDAKbXkcnql2eXZb8dPDP4NvGXxlOL0fU/bqyLbXx3VjZJiRDxs0tY1dF0IaD4wQCGuFcXuVXjKnlzf55Mqnudy/jVNKrEJSIPnIKy+yEqfMW10u3LnFUTsjbj7KUbQgevlVjDGEx4qPzX+ARqtKn15ZKq6jaQsBTYvCdgnzjEJkeF6MtBy8IqRbSkLHZy01xIHLuXiXAYKH54+AgSubI5S6QzuogN956Bqnv/ol7HDEYLLDyFKslj2U0XjSRyrBCXPMkdNlrA8JRwl5y+GEe52RrHBkt9/ndCl41pR88cf/AW5Sn/25ij23OjeQxsOvrSC9R57+z4G9N9T+s4H/v6W28+rnOL13HVFUHTttKiQut4oKJCvgF0htM2DMCeGwFxasBQFfrXI+EbrEZLw9TyjRuKYB2ESd2juzcMgdm8LtgkkAiTIF3VqQKs1cOsegTbVDyBqauBHQTqsUx97pLSSKUhsiYRgse5gypjk7R0MKxlZCM1+gyDgMqy3gGR1yYgh2VjCkAXmI6xhaZgXfFvxyR+DQwilj0qAC/oc5QMkUacFzvJt33nwR99oRRQrS+CAMzhjm9ghd3kaqTbpzw7be4q5zxHvkq0y7bVw3JisMCyFxnDZ+kRL5IUOZElohA+cMb++/i69sOXyR0+eLJppGVqAX+zx297Pk2sW2SrqTanBPglUwBmMKUmMIjEuUtJg7IZYw+Cxo+6c5dASzkyXhegRuk71uk3vHTAY4sx/iKkMcdMidBCM0J4ZQZj1sv9oZxDXd0HFj9ovKNPvwo5eJTEh/CfOmTekV/LuLX82aPmY73qfw17CLiFguecfycdZLn8LYbM+HzMsqLTDIbvI96sO8z+lw4rkP0HRysnlF5yvaBfHKr4ADzeEzGGPIG0dY3QNEWSDqCtWiiBB+l8xNGUxSdMclDUOCwkK7FVB6OkLbDkEZMTVtzk+rRVOEC1xvjeZWzHQekt3LdUubJFglVIKoXJCpCS+Ej/MbfQtRu135R3PabbA3RgyzfXQUosIhiJLI81k2u4DGiCsYA0YNsYs5CInJqp3K122+n38yaXCu2CUQ1aH+YvEaGEknLmm1qnRmfODSLiVWDfx1DSHSWmE02KAbJVzqXmLQ2OeV7bvI+Apm8SJGGPKZZDWdkwQNVkf77K14WPkMf3manZVtip0dDtOzLPUaJ9tjMIJ/N5+iUTQknGpWuz2vLMlVgevGiNJjEG1jy4jQ8VhLDYUjORvfxHMbDHSLfrzOMNgHHdGpq93LteqZWe4+rSRibE9o6QaucXBlgNAWLZEwcZocBROCyZx5v8EGQyYyoysEX1xbbH6SgrRYqVZBAFdx262YV7JoYKTEAKbd+U8g3X9++68G/EIISwjxWSHEL32hPmO4iCuz79rxKAoUDhZ302rSbCGxTYkwHo2nJpxGcjPMKYIRX9vqIw20Lc17y4KZFeNKH0t0mLaqByG0TeLaZF4XTMo91oMjakG3uYuMBaameKYNTdnbutcDjAYr2GqB0aBMiq2b+BOH1bxFwzJkwRGhijEdw25tMnG2dCgsiVuUeGKMkzUIbIMF/PfWMd+YHLC7fgo7S1k2T1CScGz10VbOQaPPVPT4sisvozMbFTloGuTWnNXpRXRZFYIlto1yQ9qmxbwuDlt0Qjw3pswEcymx7AZ2usBIyctuzulyjTXTwRjDa4nCExZ/7ZWMP36jxH34vdgzl0K7FLagO6uKm8aNLaQxWLog1eDiECWNz6venTFonOOJpMk0+ATBIMUyHY7aDWyZk7o+hS/wSosg08RBm9SdExSSypekg+9Vqac4DxACfDdhqgxxucS8NmE8K2hkhklTctO6yN3mKu+InkOFLTJ3HaeMGR3v8mf3vp+3FFso7fLU8jLHqlpUN51X+Hr5HFeHLZyixHYX5FEHXbr03Zi49rS1sz5Q4AxbWF6MLHNGzSXrd3+Jm+NPoBt93DKlNYspLraJV1u4SoAnEUYzH3T5ue/4dlaZMzMNVrMuAFou+MhHPkfrxJK08Ejkg8147rRwi5Io3yH1UnY4yX844SD9KYWyMHPNOhKtBItihIx60DjGUymRF9CZVYCZuLXCpDqgEVffn9cnEZbmeF+zunOCE681MXQYN6F58wpW6aNGd2m2RlUa6sCiYWykdpFFAKGLMLpO9bToJRH2+C5nXn0r/ayBLmfIrDqT6Bd9BmktNGdSMBbXBx8jDU5y2H+M42dfYa/5JI+Fd7C9Ap34QJu10kYKwaM1jdNGI4oCUTPP1qMTWM6Spm2zVutgDfQEE64ipKadrdGeR/S9TWQNlc5qFYBJp5oXU+sAgIb2CESApaqzhsQO+eLGl2PHc0YrHRyhmEhF17H44mHJSMzZM5pIraNr/wkbj93aJ9pKBrUNpuaZ8IHo35vV/qPAL4T4zt/u60347D8FXPpPvup30ERQHcJqbYExxJ4iMIKDrAL+NaOxRYkgYKPh0EOyIwuKYEhfb/MNk3U+2QgIGi+xtGa40kYKFxmsAB4oybTdRFsu/CayU6XBns1cZAyg0UKQhSW232cSNgllh2WjhZVPEEaAihHCRSQNuoVDKCVu7xoNFUNbs69sFhjOpoZhL6RtejzBZ/DiJq6lCYOUJbdx5T7/5p1P0ohzFs2TLGo9H4ThcucErsl45k41aHXpEvtdguIlUv8UkCOEJOWIw61qcWuIS2ggbklst8DEgqWUCDzMopqMVz3Fo9kp1nWHmSm4mmneZ434U28LGJPiPfptbHZ/gKJetBxVEsQRo2ZVrSlNQVaXkpqkT+ZXw3IgZmTS5rusi/zASoSQIEYSZUk8kzDt9BFaoTH4iSJ3OyTulFZRTxTZwXVqr+Ok2nU1nSpi241v0UibHL9SpQZGTXjOfSdnZvtcmF9DrDcxVhtpNMlvXKajmqwZH4zHaXOZXXUeJ59zwXmZyFJs75RETQuckiJdoUy6rMgZd9xtUAKpfLRbkN2IMQaEVggnZKdTcjurDFicUmKlKZ07Q+yjFKdUeHaGowum26dBCNomYYlLWBfN53LG2toFWieqs4zMekAJzN0m5AuWXOeus45UEw68DIIhi2ULEFzsN5ndrHaoXrqBCI/xdMnSC9iYVZ9RyAikhyn2wNTmLfjIhxLKUXU47cQbTO0t9s4qzt1Z4qWawtqh3RyTznvkmSKQPseeQBZtdNNFmpLc6VBaNt58yNNXe1zb/CL+1kGCVmOsGvgtBf0a+BetDhtHu8wv7uMld0nl47zwqcoN65y7Se7fJVkaAju8F4fRcodgDFJInLwkjavFcbPs4ropviVZq/VRSj+EoEfsKJpZj42RZjt8GABlxXTCSZUydA7QwExUc8nBwcPDNpJU20jt8/ajKk13uFbRrieWRdu1eGas2Cuv0lWaJWtVASRg6y4HdaonT6rnY6Tk8qc//Vug2++s/XYR/7fUXz8A/HPg++qvfwb8gd/JhwohTgDfVL/XF6wNtqq8nDY2jlIYCR1TcqwHVfSHwkYBDdZ3K577gU5QToSdt3n3onKSeql/GVNGeFZAYdt0/D5SeBgDw34PYzQGBVQDKlFLbNeugD8SCFVQODaFJ7CE5E5/na5pEnkOTm00EdR1AP14QBu7qjIId3FMiWhr5kWLW5SciwxH557mlce+jFL3CJcVoNEeooQmERH7xmLUPUUcbjD1DJnI0MAr3VM8yQsor1r4CsumsPt0Dw4ZNapdyeaZHGOWLKya4cArTOlghXXUNK9SCYs4xcyra7/rJrRpsKrbHNf6Qbbf4DdWbT46/3Vmw9fY0KfRpU1pV7Px8fgaw04F/BaKtK5Ls7Iu+LX6ppyxUFe4YF/i6VdmiELD0Ry3LAlUQhS0cHKJRGCngtLpsHCmhCqgsAMQPraTgrJJ07rYrTai2UluI4XF2qXqHl5tX2Bk9/iuax9AyZBTF8coq+rbwaLqr0Edmc3dgkU2IEiGDHOHf+tt8fR1w0tPViBI1qdMurSdiDvuaZxJB4EgsROeixOKxAZTPWtd3CCSCcIKwcCyYfH7or/JueDDWEZjSthgSl7vMkNTkgp5v1I0tSOeeuqL8bo5jqPI5QNP6NxtY9I5w9acf27+KI+99hfJl/8aHR6Tz2xMYHPnsQE/nmsMhkZ2EstNsO2MzAroFtXu1C5TtN3GlAeoTjUOJirnE2cDclEtNKJ0yIMO7rbGK6A7eR3ZHtJsDVnOV1AY9vM7fHrnJ4iLFqZtYamCWbOWOslLPvJNb+eHxj9OP1nF6DHCOIgiR1ljwkW1sEXrTc4cXGW4eAd77k+ROSGHE5e3+CDxKIM7FJFNYIXc87RL2x28LAdp4SeKw7gC+Q0/puVWz3QlrcZc4jeQXosjt6C3aLAyc1kLT5OqmKR9i+PjUzz7ye9GOBMS12YiqtoDp06xOdInLh28RLJcVJ7FB+t9xrRIpc3AtfE1pPEtehhmchWNQWBTWk0OnAr4x2ldYJj7nF4+cOd7s9p/FPiNMf+dMea/owpjHzPG/B5jzO8BHn8TPvfvA3+Be6dMv0UTQvygEOJ5IcTzx8fH/0Ufoh0PAyhh49TOSes65lh0saWiMAYbhRFNGnnV0e7yCCNKhLI4mz2CNIarjUNEqvCsgAOvRUdKBDbaaKKwVad5oBtFGGETFTMaXoNs7iJikCold21KewUB3Olv0DQCJQWylpANVQVIraRLoy70Sqi21XarZJa12CXjbKQ5OnGBte1XGYo+zrz2ihW1dKuAtcMRv/LF34KWFtOGoj/ocdAZsHAC3s0nsPwz9zoZbRQr+6vk5oiOt8658+uAINche84RZ8o5L9pP47p19FXbAA6HR4R5dd+T2ujEx2Xfrp6VVatsdhfPc+Sv4bgdskV5H/hPJnc5HGwiMAggrfPdTt7GCavvB9acK6svYdJdPlq4zK9rTDqnHy0rqmI+oqwpg8r4aNli7szwrYCsXtykl5JGA+bzDYbDkzh2CRgOmi5FvuCtkY1G8Lr1bgbFgqemL5GsnyUoBhROBfybovJO6NZQcsXqkusOQTpklth8NmmxsoDrj1fVonucYpGtYbs51+3ThOOqAOfG4SUyo5iPqqplvxatKdQOV6OXcbEZei6PfmrCM5VLJM485RF/BLpSGw0o0UJiOSEazTRMGQxOIAS0uyW5nGNqMkLutdmVc/7OV/1BJvM5f/tfLPlD7/8ERXgME4M/yPlMR3Kjm2IFAU5SRaiev2R97CCFiy0tLDElKFtoM2W7UVEvre4NlvtPUMGDg9GSE40x89YFYg/646s0tqdIWTC8XPXj1ehVltEOw0UL1SqRRjGrz646foNHbma8Q17hM/nbwWREnVPILKW055THGbbSyKctvib8IPv9bRpzTTb732h5PtuBz577aZSXU0QODeHjS0GiDUdhm61ZbSeZKm7U4nahvyCwwrqfq99PW11sx2fo7rNSa1k17TaZiojbN7h791HK0qOwNZHnspBHpCLHMRWUulbAUdkmiyS3s1fRlsNkpckNUy2iYe28J5KIDjGRFaCEQgiHpAkje4bBMKo1kE4GpwjfVgWgb2Z7Izn+M8aY/c/7/yGVBeN/URNCfDNwZIz5zG/3OmPMPzHGvN0Y8/bV1dX/os8aTyZox8UgsevJcLYcM5ZdQpmRY7CFQckmbRoUKJpqwuHhebQzJVQX+JKdr2LHySjzEk+GfLz5KHctkKJS4yxFC1MD/+nhHGkkUTmjFYZkUxcRC2QRU7gWSq6hhcWo2cOq/UGNrAt46oXJUyGBrKKgRV3RajcU87TNvo7o54Z8uyS6UBCvLIlTB5M2GZoJJ3TVT9vlnFvdbS5vO0TNmM3uFtdXt3F0wdPqJaT74LCobHyCZvYIRu3zRPtL2b7+R/GsVTIirjm3ycwp9uwzePWBoDuugX98fL8EPrJSdH39R9aEUt1GOg4ohUnOscheRAqJd8tFOwIwjK05iR+yaFTphKTW6wmNR9dekBmHVTHjZ06/hRdv+Hi/2GE6rS0I8yVurlg7GnFzO8JgWAYtEJLYnRM4DVK/dk11YyaTTUBwsP8QUhqkk3A1uMgtfcRDTptPbTxOotf48ultMt+gwjb59BSFU0XV23objaZT5w4uixU0vSriT3029ivwmpysfJj//hPv5j80voLSU3TimGBRHYSO47sMCliOuwBoYwALUNxZ7IDlsB1d4sJtcGo5gKZK2ZQRth5iFyVeLSFeBCELK+LAV8jaXL3VNxhRYlR1rhAHfT4bxAR6zjd/7idpprC9nzOVHmru095KOKoljJ1mhyKqxo/vLzl/t8ToJY5jk0WKwKwChtLUJkCrn6IwEsveQMo2RsMZPeXZ1hdx84zm5O0J2RRe/3fnyG5UQcPTgy8H4LgIKNvV2In96t8XGi1+qPxxrnCK6aRK1Y3bJVbpoRxDqdr0swlDscp6e5/j/gYXug2WnZwnGh2SsuBa83m0LciXNi3p4gpYKMN+0OBCUuXigyRBlJXrjXAifNOi1AWTZEo71+ysr6NNiVav0FhM0L02jnApTM7Iu8uiPri/E5xj6TkUMuPYGd+PYD3ps6sHjNQcsxBEro904Gatt+N4tWR0quiKPU6Ut1FkWNLGjXoYYVAUjGtMGbxnDdH/vzDH/3ntI0KIXxVC/GEhxPcD/wH48O/gM78Y+FYhxC3g3wJfJYT48d/B+/1H21d+5VeiXL+KkGoG6rn8mKnVZM2a1MAvUE5Bx4QcmZSJcLh+7Z0cWwuuKslR93ux4odJyxTX8jny13iuXEUKgTZZZcBSa6G7ShHmKVE5o9lwULlFYrUgjyg8AWaTpLFCO82J7QXSCHK/RGPwalkIYXXwnBkKzayW6tUtyTxtMS6mAESNNf7O0Z/j5d4GSd4luvOuKs3T3CY0HhsipntjxIfe4mNWmzBX3Fzd4q3xTYJSooIGos6pe8lLHPdWsYTFaniKiJReGKDNgr3pJcZbX8mUJm27mrzuqAL+o8kRLdfBUwZl21AklCimIgJnRG5pfvCn/ldidkjqaN47OAsSpG24E98CYHe94r1HtftXxzRYMQuO6FSHu0xwbl8kGvwRrLuVdaZDhpdrpDbcWU8QlmHaqA6EI2dOx26yDPv4ApSzZD6v+PGTySZ57mN5S3bKFf6dv4Zrufybx78R6Yx46zImqdkmxWyDvAlYHitmgyv+bdo18O/oU4AkSEfs5zZP31Dc6A543LzOkiaZbbPrbGBsw4X8Ll58lgmaS1aTRadDcRxgKCmZ49kNpGgQm4hZu887dz9AmMPtd7fRCC64MzCGW80SoRV1DRC5G7Kw5tzVGZNa4ybYqMa4LiuhuGXQ5dGjIX/56C/z+Mv7TDvnWZt1uZ11UMsOne0Zd0dVqkI22mRRBWoNS7Mx81HFNfy2RRhlGKdKm0bZPl3rDuOdDTQJrS2Q2BgUvb1TfGr9CZwTObf7A/aeXcVyNfHJCxjgZLPyVoiWHqpTjYmkpqh/z9776IkFv2g/TFHU6arAwVZrICVOw2ZV7jJklcZKTDOd8XLq8pUnztOxLW5Mjsn9akwvVIuutLCEINaGw8Bmswb+d1zd4Xt+fQ5WTmkkloB5MWKhbdYyw6zV5bPjD9GKb3PDWcG0KyE1hOB2amME5JbNFftJXnroEXKrYGLNsWt6ryt9RrrJwrpLZzEh8R36OuMVcwYbjaxd6cigJe9wvjgAEyGkxMscPG1IZcKk1sL6+P/+T7j52ed+K3j7HbU3UsD1f6eq3n0SeAr4J8aY//G/9AONMT9kjDlhjDkD/D7gQ8aY39GZwX+sdbtdSs8HIZCiivjnrKKkzSPyNoUR2EJQ2jGBcclEwVU7xLZzXrr9OB9aMXzsiYDMeztpWVVvdhFcHnURwgAZtpHIe5F5qWlHMVE5w29Ug/BDX/OtkC2Z9VpYJuSos04rXjKxZvRNk3k7JBbV4ZDWc6S1im+VLERCMqm2obJlmBVt4nqCW/Nt/uor/5BbWZss2+R4eArPuNx0SlZ0i4GM8fciRh2HJ/OTvJ4IYtfnLekLUAR4ooHtl9jGoX2omLslW+FFLjl3+SnvWVbXqolnDWO6T34z09yh6WaQg1fn+A/Ghzz11FM0FRSuX1H8jAYMlpuRvvJjdKaHeM4zmFrgzM2qlInlKv7CT17FLkuub1ebR60PiSloENBIS4aiywozvj55P9q8nf1uC0Zv5Wh9Qe4J3Fqx8aibYRnDwqs+P3Zn9EWHZdjDFxrlLplHHRKrotseH5/B9ua8bXGTz5qCZym52lrHWfkwyCZZINkaXiSbNTCDJVbvDFJIPt155T7wL8sqMhblkO2R4eFdKLYksbjK1PR46s5V8ppC/IS5hp2t8xMm49+sfDHDTh9zJJAyxJgFXS8idC1KfYg/mnP6oJJ38B5vE7tNLlgj7GHEH/jZj+MUKdSpssxqkFhzIgW3ppUblR0kWGKAKm+jJEjZ4ORsyES2eOyWx2ef/B/ZOfUtpLcNWXaWoJlwtKzGlPCbxJmPygPalk3JlNi7ylHTxgiL3G+BFRLlI2T/3yLTdRAB/sYMKSy0ydF7z3BqbQen32PcDPCtiFNfk6KaXYzt4IoWCItsAbq2Xc5rCY4/Vv4Sn8vezuesqCZK2DTsJo6p0mc0D9nwDjg261iO4anJ8xyvDDgV/R5mynAUz++zIlOrR69Wwh1LWDiScLea/7LM6C81SkuyLITukHkxp1CKtdSQNwbcWHwObxTzoZUvZUU+yZIlwi45GG8y6nSZNJusRhP+8Xf/94xb2yysGO8e68fymRkfG4fefEjWEvTznKvmBJsifgC4uY0n9tnKZhgdIYWDnWm6peZQTlB1ClOUJdsPP/ZG4O4/q70hOqcx5t8bY/50/fWzb/pVfIGaZVmY2szZ1Lo6l03levRW+zqFETjCqk2oHVZGN5F+ySOPfow0bXK1NwWgnzv3FSS7CLSRiHtG7SoCXf3uysXvp5mBMgVWUBs0z6agMnbWq7zu9cE64XLCRExZ0S1mvS4LUSJFA60mCGuNpvCZiSXZ3Ee6CsvTZMYjXByytOCRWcEfs3+ZM8kepjjFQaEhWEenB6zqNrZIWFouJ27s8eNnfD613cdWJY+Yl6AMCU0DGhLTytiYXESXO5xqPcldOaYUCgYOUq5BXuL2z1BqEH6MnEvcWjckxmP9wgkaBozVRDgBjnCwlzOy4xcQy0OcxrfQlpcZZdVC4sgqxWT7ikd2Ex6+fZ2dzepQ3ZgJMSUBLmXqMBQdVsyUtegmCzujiH4JrR5Bn36UwhX4mSEPSzy7xDE5WoLRY2x/Slu3SIM+DROTipQ0D9lp7BAEU44Oz2J5SzZKzXfc/HH+RblgXZU4nc8SewG5b9Ff5CRlH3/lENmvrk+/pXHffEKp6j4ya8S7LhssAz/71DHCDhguzvDum69y5vguMQEPu7eJ8NhDVWk+p4U9zXGo8t7rQczj/Yrc1rt9k9X9gv0VQXMbiv46AsMkSwhK6MwjjFP7JJuQ3Jqxdfg2Xny+1v3RKcI5jSn3OW6WaCuENOL4lmHefzdGOszbZwhupaAfwvJzFrVdYWmH3MwNxXIV0b6LnvwYpdPC262yvMoUGLdHpncZHo5J5YSW3SI5OoUUAkOGFzd5JrnBq87biT2b1rxAL6sUh3B8LGHhBC3MQqNrTsIycPHKnNR4XL9xiq8dvhtjEozV5aQaYKuq15snr7PKEUvZIsHnseIVTreexBYul2p5ZOnUleCyRd+y2GfJnqgCtlALDJqrW4J2DORNsqxBObjFQttIHbOWaebNDn1vkx1xnkI6PEqLm84eu609ytLj9dVz5IFkNZrgFBlXz/8FdkMJ9fmP5XjEymJ1dgZpDHNL0IoMt8w6GzKnXVDRQEwDoWL6RQ4ojOUj84J2CQdWFUj6UrH1RIrlP/D/fbPaG5Fl/k4hxFUhxEwIMRdCLIQQb4pWjzHmI8aYb34z3uu3aof/n/8ZldfbXwmB1ryqzyIwvN19mdJY2NKitGN84+DORrTsBZ3OEVuDfSb14Dy/d4Os1uJZ0YqOM0VQAbtXJIham94vMtJGBRSllYIwuMPqoR31V7Ex7LRDvOWQuJwzMC1y1yGRC4TVRpgMIXv06BBZxxRLC6dRUNQythvzKTebkrPVR9ONFF4ApdC8srGNSu+yYlogoC8iLnz2EiNX8vL6CU4f7hB6c0wREIoA27YRzSFx4wI2Eev+FoeyyrMfFut4NNAm4l/9zD8AQHoxYu7gZJVb2aeXX8n3/IurWHHJKdVGCEmmEoK7NzDG4DW+k9VFht1LSXWCNgrXcYmWBhoWzpOGJ6++znhlhdx2EGpJYjSecYizgLHdYpUZyV2XTFb9O3EXPP3alcqMJYedXsLJxODWjChdHtIM57w8O0nm9WmQMKtpnOH4/8/efwfZll3nneBv7+PP9SZ95svnq155lAMKAAHC0TdJUSIlUSRHtnumu2V6pOiO6VHPSDPqHokt9YQkDqU2okaekEhJ9CQgeBRcOVSh3Ktn86XPm3n98WfvPX+cW2BEhwINcoAOiaEdcSPr3cq8efKcvdde+1vf+r4Z9dqA+byPcqdIUSOizuu2zU8IH9cIotAlDyxWjv8NRjiE3V1k7zLT4pDz7Q0s5thorKIFsiBzK4ezyIMby23WTZvJsAp0vfmEQzawvQJDwWChfz8yIXaeIo0LCNYTw6PZAZboYfIh5w/g3lpIaktkq8mO7qBsxct/bgs3yzB2NReU9pnJCZuTywx335bq1gj3IqCJ5S6F9FBpxtprU/bWK3/iOFylcSCoO2toAYldcun0HYjDJyiMIct9nNoRpQDtNXnk1kJCQE8xTo16+y7+2TXAsNY5Jjm7hrAMYGgmJ3Ru1vhs8zG2PnjE8jNj1LQ6HclFvcQNm9hxiV6ciGeex0OjGV/W76NnrbES9zBmTmm1eKDYQBobo6G3fUJzUtUDTuYrbHu7fLg4z7hIOC4NRliLwj1o49EtEtyP/WVOGFf3JpQkVsqwrZEGwjQkz0KizhtEdBAmYik1jAOXp5Z/kNvhBdoItrB4zZ1yR07x/RnXlzbwXNDa4Q/85j9GS5v/5do7OHMqErdwPIpS0B1W5IKx5eHnghPToWcr2oUhEZC7fWSZEyxOhrnbROYp9VIwEHN847DslKy+8zrz+bee9f7NZPw/DfygMaZljGkaYxrGLGxk/h0f7vY51MLNqLQlNQ1v5ZtsRicwclBGYgsHrARH2Ih0xvLbLJtkjfmiCNoZjskWWtl9FA0xh0WRzS5LRBkhjKGWDBl3HwcgKWO8mqE1mZA7DsLusZa3yCxBPZqQZTP6etG+7oxA1LGESyAFjnCYOPvo1OB3Smb5wmx7PmUnhH5enWLa84AyOMM3Dp/dXKIsdmgtztCX9YRD0+LyuPp7rh7t4VkpRRngSo+aE+BNIgbNBlvhfUxlghYaaQQnWUDgjAHwbi1gHy9CzH3cLKNeOuzGV8iVy9nrZ1xIK2D8OLkLRiNbH8CyVin458zmlfBYomN8yyZ6tYkdCC5fO+TBjVsYKTlYOYdRKZkGX9ukWY2JXaNrpqSHl9DlMSBR5S3s0TYzq06QwlE7YyVx8MoUYSxKvUvXKfj02RaF0yVwZ0ymVVHy/psCczIHNDEZEoeXWw/SzWO+XwY8kFwk8m0K36Fc0HKDYIjdOc80vsPdvXu4YkADA2UNHZxhFoqjR8tNDnb+S0JZUo6rZ9OJZ+zrTVJHUtc2g0X5b6QDZFFSopCigXMQMjztENgSbaaMwjZ3VtY5POwipeTVco16MOfSxi1ST4FlAYYCh4MFYUHHLlpL0lEPaa8DNm52F4TgrBFy7vA8abBCEX0MXR7TmK7REC0iBU/ufR8fufFHybwxTRUR5Q6BP+f1+n3o+DmWJlXiYvSYUXfEMTkzJ8OSa1iyhqSPWLiwBNkh6Tjjsc0X6V6d4DyQkh2/nY1XYL4d1rDjHF0DLari5//jNYvV6ANsLD/BSI9Bz8icGhu6jUET1KbUmjP829UaPDtdpbOS01U2r86qeoaWDo5V4BQaT2hap7u48YSzlYqW7GhJaqWctKsNp5ZKtLFInRlJLQGdsZIajBAMGk3uhtt8MKtYdS+LnNPCotk7o3Aseot6YbOc0xr8DWaOx59+MiQXBbbtQ67pTQqMZchXHaKyicKi6QrauSEzhnlQxyo0ciHzPnJbCJUSlpKJyFnSLdoLqem3Xe6+leObCfzHxphva6PVt2vUP/jBBe4MpbAIjeF2ucaV4R76IEQbENLCXkxck83ZmJ5Sakl0+AjTMERqhZWU5Pptxy6NbRQsHr5RBbKc4yjNdjGgqFU672mSEtQFQT7ieHUFISSthYBXPZpRZHM6poYwYFlThJAY2fs6lfPU3cUohbQ+wGTR5r4Uzzjwcmqlx745h5u0GNhntNw6hWVRUC0CX7usi4Sdxhrv+MQvce3gDlcHIxwrJdIVENq0PPqHfVJxxrn6g9wTFQ5/oegxMyXh0m2E1cebxhgMjhdhogAnSxDz+9HG4fsufJx8rnjwSDPNT9lPbiOFg6uvsX3vYxw9LEgX7JRIJoRWnejOBQLPoJCcP56DMeytnQedU5QCD5ssqTF3A2yhKeMtoLLLBIh1m8g0Oeg0WDENLhxfJswUtmii1CG+qRGqHG018f2Y6WQJK08RRqN2Q9qdI6aFhUFzFPa5b3gX22gei+4nszMKv8NXH7uGFgXdbB3p1kmnt7k1TKiJA1pYaB2QeSMcv8ruG7VHqCkL28pwZoa562MZw/H8HCOvg0AyrBTLGKuQuacpzQTPtlHTCYP5Ouc71wHJ9c0tkvZVprvLRJnhzNTo14ecmR6HjSWQEhvNgJxh6eKGlUpmHLVJx32EsMHZpDG+C8DdVZj03oMpb6PyVynTLxEU57DJOX75h3hi/7t5Y/kLvHnxlxH5hDirIS3DWxuXed/LNzjtaRzpYNSEYOV56vfegTFzpP8O5tkWxmpQutXmINWEoDPkfZ3PoHIJLUM9C7mkVjjvXeUVSv629V72xCrYMG82SB2PXi7p2cvU/CUOFwTCNLQ5dY4p7JSl5bsYIzDXF4yi+QayPue1+gGH5RxLpZS2j2uleJkmIEXOqmLuSbuS88BYZFbGTq9a625cfVaeh4j+m5iyYGnRvftbbkFk13lXmVGgyQuJQFPUKpLAUlHhnWXTxclv8uG7r3GzIZnZEsf2ITfU41N2PxTQfuCMO7r6OTvwaBWGQmlyt4WdCVjw/8/sDsakVQ+KMSzrJs2FroW16Nn4Vo5vJvA/L4T4qBDiD3+LO3e/7cPqLyFExX8upY1VNBnJJldGu3jjSrRrImL8xc6anp+yNhkyPbtEnnaZ+i7nhicYlaGMgzGargChbFjYHqI16BjHWPjxgLqUSGORD0uC0OGgecjB2nolyhUu9F2iM9bymMhKaBQOztvdtbJOuNiEdt09pL2B7YVMsyrjb6dz5l4Fx+yZx1ByiVIoTvs1WuWYcW1CRExHNajZC7qcd4X333iZWgm2XRDpCiqYWsfU1AO4+oxlf4u71oDCcug4VQHWLLt4Yh3UjNzWWJZCJSFuHhFPH8G1JjwqSpqbOQ+lhhvEnGQHWNYqfnZGYj7O7XM/hFYjvEIx8gtCu0Exb1N3Ct5sbTFJlpCTjN318wDkZYmFxGRtUs8mRlDy9qRXeH6d1OxTD3K+trXMtYPzPJo/SpAqtLuELMZYWYvvlocgJNJLmc36WPMKKirjmOX+bXJlk7lnjLw2q/MB42yXx6L7yO0U5faZ+AbLm1A7rfjTaniLznyOJQa0jERpj6kz5GipSeL73Os1WDGaOGkgjeHNpQUDZtZj4rUYYdBCINCMTEjhN4GcRnOOiceMvHUeb8bYcp3IUQSWB4XLYepg6ZJ2Z8yxWGVpayEPYDLuigkCw7uWq/eiqE2xaDTLg/N48Ygi+i2EtDnuP4rKKyKeLvdIg22mvEl56wd4c+lLPLv9CwztCULOSNMKGnvG+xzrZ4Z7D3kEdgOjx9jThMRugPCQ7hWKcgkhBOmCkqlFyvYDLyKKFquv/1EArnYf4gPFQzzpvYOPkjPB5uO9D/HC/iNMO01s4WIbgRQd4iIiXZxiZGPCrjjFkgUry7cZjdZwYsPG8T7/4r4/wA7bvBl+itLt4WcjCjvEtiPcTBOaFDU/5tNbjzPwDP1YkwGpnXLUrmaTP6/YTMW8R7j0BkJLlqIKMnxOz2gYw4Nujx1nyHkyWt0DjnQF44qTN3DdCB1Ugbk+n7E918wciSd9KDVhcsKhaXP45WUOFvBcWQvp5AadTzHOEk5mYRYheGC1QCeEehkQtE1IfaHxNZ39tsXkt2p8M4G/CcTAd/Hb3bzfNlz+Wzk+9Y/exC5yLG2qHt2sWpANM+Io0hgNYxHRXlgKzt49oT+aMtl/jJkv0VKydXwXbWIsITB5RBuBp9e41vowIDDaoKTCxUHPTwjD62B1yM/ADRySRsTR2ir1WHHqVxPge+3n+bPNtzhxTmmZOq5TYjAE5oTQzdDGMMgUTvAerPCYad5EGMNs6QkSq4JuCrVF5JZ4xuGzGz3W1T6TEKYM6Zsm2CmXp/tcpwoGnjFYVkmsqpNKNjlj0D3HuXAbIQQjGeObGY/lA3zjMGSLWraAEoqFoXwakgvBJL5Gq/Yqhwd9rq4UtJF8xm6SFCO0vc6VW7/E3UcUu/Y1jDojzA2RnRDYTUojcTzDC8U1Nl/4Mv5pxOHyJqVlky1osc2ijfIMLydtEqtE4IKo070aAzllvsXKeE4xPqTMPOqRBmcDgaE3lzy+gMYmfoExFjKeIt0HAIWvB0ihSGsFhXRYiYdE6U2upNsImaOtbqUgaSf4022UynDODnh4doQSY5pCkgvB0B1yvLHCL//wD3EWGLa9nNFonVJKjsI6pZCY2KF0JYOFlMeKnBMLB0tWJ7juuQEizdnvrzErn8EXEkOGLAFZMNABoYop+g4NPWNls8qG2zrlWCT0gynXJq+AUETzDiqtoMnT5Uc4Of84WfEazfwJlLpDmU2wPAUmY1xroZLnmTde5jOXfp6tosfInjG39kjT6t594PR5JjV44cGLeFYHoyesvHWJnCNyz8EtEwqrIiycNavERdslrpey/eKfRg2qJOdu/Pf4RfEFPqq/wOcp+UEctso5f/e1P8anNx6htrBVBDhKBixaWBCtXe6IGe3eLkEwY3ByHscK+clf+3lqyuan+W9QwSGOCfGSIdryccMIMou6iXlJGv7aEz/OnRszaqcpGQVaKMaLPCKYVeypZLpBbeU6Qjt0J9X8I5H8L8anYXf4cutFAlFS1mKO9ApSKeTZAbXaGLNo/lJGsxZrxq7EEwGWBi8+IckreCsrIhxZMg5DOrlGxgMQHl5mLWxyLAYyAJPiqqXFenWoLxD1leXv/Sai3e9sfDN0zj/2b3n98W/5lXwbxoXHlnDyFFspjLHIk02E0cxbJS93llEGRnLG9koFkZSdGY0yJjt+gOFalVlfOqhs80oPTDajLSxibHrBGkL4aA2FI9CNLr/5nc8QpM+D1SFOQ5JWyiMfrJEGAcuFz8CrbvdzK3N+9NwyM2uHruiAJdAyp2jPaTiaWBsuDL4Paa9j1W8yyhr4RnPn4g8TqZJEAuUWZ84Z59USd7xl1sQBkxCGQc7KYsI8Ee+x57SJtY1dVlh9rhIMmvCwYBwItusPcJrto4XhcfU6DhbrusMgW8fYdxGyRetkIW1c1Hhu5RoaB69RZSEXx9XvOshPERgsuUyuX2PngXcRlBqjzvCUQy5mWMJCyoKpKdm+d4fGccbTJy+ibIfD5c2vN3F1TA0na3NzdD/KnIIIELKBbFzAkj0SnfHYzjHSsjhKdqhHBmlXcgkbUYRrqoaXM6va5Kw4o7eoQ8zu9Gi3TijCBIlmJR5hzw+xkKyJENRFOsPHiGWOl7eY5Ps0EsMz+Q12LYcWglQYDv0BZtGtmbiw7c4YDjc4abYIk4hMOtSijMLVnFBFs81F8VxoB3CYL1U//8rGJnv5O1lpvQWL06dCEMuQQCWkfsiG2MVZ6AwFVkGGRccbMR4FuMGcaNrBFPVK/K4ZMLvvu7Br9zPsvQuVfIpSWjQ2qzmQWjPKaMhO4+M8MHqAB0ePMpEzJvKYY93HGFhBsfOQRc/axLaWMHpKqs8DhlDt46VD0gUVc7cdgfBQymL5rR8jKet87OjTmBQc/5SZmvOcbKOAP2hc/tx8l/PuHv+0/50sHf22vZQRulItlU107YBIFHQ3XkArm7OzLXzh8nD9Mf728zGFcfj7l/9TMi/ELWOEVWL5KSp3aaiIT7RXsHSJkoKzGwOMgJp2qWUhpbSoJ1WQH8172MEUK0wI0pSn9zL+Vtmmg+Dz5T8iFxMi43C7WOZQNmjNp1CcI6yNgToYkGrO2ixm4Fv4oppnUs/JZ9V/i1lG6CYMPJ9mYQimB2AiMAaNRgqXkbTApAjVppAZqSjwyzZQyZZ/q8c3Emn7Lxdf/7YQ4m/9r1/f8iv5Noz1a20crfALhdEW+clluvmIp89iHr97Rmmg3HyW+kLJVrkzZBPMZIO9tSpoLA0qatXRah1VRLSFQ4ShYbcRuBg0ShqyzjLjbofOSzdZHZ2S25r2pVtMZxuA4YE05MDNCIuEYAf+9D+BoX2DNVNlacoeo/EqaWINQXIRVQ5x/V3GSRPLmuIWMybFVe7WJKXsUgrFGsvM7Rpr1j4CixPnlNXFZ64s4J57RRO98O2VWcyR9Sor46sEjCvqWlyVcNbEgIwmG7qH0T6qt490LuMOR5SZZGZqfG7jEUITocI7bG5ucnXiMrehVVaGGK244LnHMj619kfwcgUoHBOgzUKTyHJI932WTqvC2fcP/g0Yw+7aBZKFqXwt71B/9UOUUR+jJ5Vbk6yTDs9T8wTGRLy1uYntOpyme0hTx5JtCseiPPUYW3NcAQNVIvMMjxVU91MIa4nJrTZLSzfA0mzICavREPnaV0hFxrZpIha+BlbpI5Ac6nv4BVxU+xyIgCaCRMDAH5Au6keF79Ozx2RZnbvdNbSUmELRi6YcOE0GVAF/Q04ATWkKLNlkPm5hgOeXVhkUKzzd3cVyzmNsm4Q+iQwJVEo3HKO1xCxOYJ5VYpuQs3u3yaJVav6MKO5idAOEYFazeTAa056dMbMO0DqmIzr4vQwCC13sYUcdlvXT3D+5Hy9rgoCjZoB/73NYYxif12x835yHnFNsq03DSSgpkaLB5YHCzUeMpIMSitWahxABupRc332EN8xz1GyffGJj9w1lMeI1lnjcWPS1Ztlp8ifdj7IkZizdrjYjXcS0/BCpE5Adxs4YjMLbeIn5wSOkWiBtm0uNd9DeeYH//M2/zcRq8U+/cwnVaGMH1fzOM59mPufL/ctspXuk71qmszD8iZJLPDF4ki8+8y5aTh/fOAwW0Ja1dQJWwN98LWOM4VeO/zlu/zXUrMOx9Lh+dj/HNZfOZECWJ9TCMWDRKOr48RndLGHkSkLe1lCyKFW14S9PZ9T9hLntYiEQWYxWuxg7R4kcIWwmwiaWDlrVUSZhKhK8vAVGkCy8iL+V4xtl/G8XdJ8HXvi3vP6dH3/lZ/4+yfkHCPISEAysVa6d7XDx/DM0c4EOzmhc+hxqvI4xhtKkJOcbCAT3Oh4YjZMYEDU+/9CjTBxJG4c5Bls6SGy0URhTUizMqccrSzx663nue2yHMMw4vbdJo3GGe+mMvaDgyvyQ3j3JlQOI1A4rpgXGoJwpWVqjjkukDY5yKeYfxavHTOI2gUx44PX/L07ucqsu2bNHeMZmElYZ95rcZyXyOHAH+DjYykfXXLpqxg1rlXShUummOXeif0NUv59Nv40xhtOywokHNNGmw4aq1Bp1t0GjbCIwTO/VOaXJcyvXeDC/w9wWfPd3fxfXpppXm5J+MQLZxjh72Msup14Xp6gmvqj1sBeqjoHdIB90yU+qbPH+s7ssjY7ZXb9AUlYFZifrI8MTVFFdBzpCyDr5bJWlrT2EbLHXa2NbCo3mpF11nGYNQXrqc90+w5MRgwxkPMO1Ui627mCLFYq0oNvZpVSGi9YZrWzM3BK8Htzkgu5iiup+LqsKxtix71R/QwFnqUcTQSlg5k0ZWwlojXY93nYjvbW8Re56eNEUV5UcFJscyBSbkrbSnMtuoJjiSol7XCf/vp/hibMOKh3REO/EsR0QgsvqlFiGNN0pa7UTDq5vMB9V0EEgCqT22Hr1lONik6Y1otAe+UJbaBZIlhMb11ymTL5E2a2zrvp4a13kskGXezhqkwP5Jq93vgpAWIYo9So/+am7qDlwVXA72KBz7iVwAtzaHE2OEA5+UuIUc7y8xd7ap/nBzSESD60NR/KU2dkpXVFnnLQp1g2DsmSGx/tLSaQt6k4fEsnTzV06QTUPvlrG1Owl/uXKB/n5le/gkwd/gU+p8xgnYXrvnUTWnLjZxJYO++kO971ymz/Hf8+gZfPL76wxqFdex0kRchy1GXtNVs0J+BbvWJy034wv82rxFPvrG3jhGjXjMysdinmLzeAqtVqbr1ma/8ybQ7pPtqjJ1dqn3J1tcOr7dMYDdBwTBNVm3ova+NEAX+dMbUFgfASCad3mbbXeXjJmxR+QL9zBcmNQch/PMhgTIxfvD4PlCprMM2YiQRgLO+2SJru/s8D3TYxvFPgvCSGeAv6JMeYf/K9f3/Ir+TaM8/lNjOMSFCWRVSO2Qx4e7GCdf5DScqm/o/oz1MFFcgOzSZvyfIGWMceOQaohqlTYos2N1Qc4rtWoY5MBBZVnqKEEY0gXHZVHjz7KvQ85+E/GjF6sEekeXfeI6ZUX2Q/hkembWOKDfPGdfwkzG+FgYRcFhRvhax8Xm3k+Ipv+Q6QV4bVzZnmDLXVGZ3KT1mSP23XDjhxwTvV5rV0VpNbZZz2xOfCrTky/CElqNpf0gGEZsl9vAyCTkuLoLsedZbZr9zOM95gu9L6PrWvYONTx8VCkzgad6QmIGsPbXd7w18hslyemFT768uhLbOUub4YljfmMsr3Fncs+o+K9AFhvsx86Deq6kmQIrQ5l5mNVIoSoQ8H50zscrGyS6hGlMQSypL71DxcLRQIKZEiZtLF6CQGrFCToMkEjOG1VrAnVLShmFn7qI+wpSlhYcYLVO+Lp2oxaWekEJUOfYRFwTo75Wz/+k0xDn9fc66zoNsGi/XOJCr+94d2qPjuTpINd6gvl7RyLmTP/umZ8rEu82pTIC+jrEd2igg/P5uvs24pVhuSiwQdmrwGauphzKX4PfdflD81snOkJiXoGp15tfvPdXRLps7Z+Qpz7jL7kE8RbgKZBQYzgvnvwuvMqNW8MQBpWQXQWSjh+gzO/qokcbl4gLYe49QF+pwQTkbtLHNk3KBdkgbAM+cArxxxsg7WiyW2Xn3npT4GBrDtAWhmKBCyBkyqcIsdTIRc23qIMT6skiBIjTpieDmjQ5q6+HxPCDe8SHgWriSbShrrdYc/dIK7XaC+HlEbznMkJhMUWDoHWFEKxU65yFvWJDh9Gq5hZvRKmO2ZC462CR/kqP77zZRrpGYUoSPOAqKzzlfJ+hNE03QrOaS2Mj65aU97Sy3xSXWHaWyI0LkaDvPMdrIzfw7DM+S9UxLxv45YF+/ElTCfl/rWvoZCouaEzOUMojW8lgKGbtQijMf1szNQRSASO9Ej7b+vr2HhlynYwwFnMncxISusEW7gYHWEt9JKiWpXouFHOTFTzatn9Afr9D3+jMPe7Gt8o8G8CfxM4EUJ8Wgjx3wkhvl8I0f2WX8W3acRWFRBcYXHsVUf4S+U9crcgeW+Gv/o6d+88Rq0IyQ3Uhi5Wb4iXv0aGxE1P0CbGxqGRau616/hGIIE55ut6PQC5vXiqfgE/HKN3bfq/0gIh6O/lpO3bTHyH/vgmubtJZJ3hTKvgEuSG3Ilp6GqyTKLPAAJ3uZqwM1XnPn2IAXqnX2NgRhRCcVGvsBMm2KpgiQH93OJswb+vly7KNVx1BriU/Kp6H5OsgYotWqcbeK6i6fb4GkOmrQoaGqn+1+/dVT1joleJ7RtYziXmuyG3ZY9WNufaqApOX/7SbyERHOlT7DIj71SY5kBUtFVbxwgrJFmGjj7AmJK606ckx84FsQfBseDi9Dql43LYazFRhm3XxTnIyeQc21qIuQgbo10Sz+B5h4BLkflkts1pu5qS9kJqYmPqkciqEOpnLsGSS2AMUpwBgundHnfkNpYwjJdXmYQ1btiVp+yS5aCsmI4tSEzJ6cKzN80c5vMJ/oLNJYo6c2eOLHIwhqS0sdrV955X92jWjtAI0nmTEyFYE0NC94x+Us2X1XnERvgApTGsWTZGuGT6furNKRgD0RjbKPq9IV979X5MYRGUF3GcnKYomGPIbFi+dZslWW2qabBoigoE8+MjVP41um1NZ5Iw8wV+MCNcwJoTX7A90bBgeYVlyN1zgvj3XUI5El+kDNM28tXvoZQ+xnhgUnLHxikUUmcYDBvdfeK4iRQSbXJGFBil6LsGmdYZZ01uWvdxxTrjrJgwiZ/Hs1yGtStMggbdwlCUc/7IF/4OAD82u84PTQ8Ilj8GwO7oEkY7BIlBS8GEmIkaIqcCNfN4F59haeEL8evR72dW1Pms/Sib6T5JozoBeVmVZVy19nmmeJ1d3eGfdbexpMRH45xVGkK/HhyigGSjBZYgzprIZsrl9m0kBjnMKhMhwFE+ljunmTdx0oROdspscW8d6X99TUl7C1ROtzajVVTPJxMWpTXEJgQKbOlRMykmCMEYvLhkugj8XraBWMhPfCvHN5Jl/gvGmHcDq8B/DQyBPw68KoR4/Vt+Jd+GEZ9UAUpaLifeMtJoNtsHzBuvoL7rmHh4joOD+wiMTW4MZnQJIQ0990toGbJ9cgAYpFWyPpyx02sihKCJYGoKLAGQo4RASxBCsXLtkxjgjc+e45OPVxDExs0+Rnmkdp328BYj94Qi+nXsefX/G8rByBJbvQTAnDrIPt5aTFIGKGFT1xHKsWlGI7L8CMtYrOsuR6FhfXSMRNO3thjaVQbXVNUm4viS7ym+RmJ8/uaL/8fKnq/+HrY8H20Ue8FOJbIGtEyTlByNZluDwma0PMS2z4EymDjiXUdvEC70zLeH1WaajW6gak2Uq8EUtBfNbY6KEX6TeUuwzJCMGTWnhjIzTtoWz10RuAVsjyrd8v31izwfKRKTok/6aHVCzVW4jZz+tZcAg1FL1JYOcZxrKKO46qwxDysmSnO9WpR5eoeJ3EeUBfXakJ6pWElO/S2Etcxsp8VNu8lEBlw5PeS0XuOs3GMuYpYdSdHYo2sJDgWMgwofPix6aCTeYn9v5MvMnBmitBFlAQjSxXHgfHwHv5mTeCEishlrl2UxZkveBCURok6/9T6ksHg+UkghaC5dIjMWhbWOnYNAcT7eJSgTsq/a+FadG7mF7aR4VkEMvPJAj4evw42TFlapyN2qCDh3NVM1BQTRI+tcub1D3AuYlyGqsNGWS2FOuTBsk6VTpCoJyoDXr70D//xd7LSLENCtjZmN3oecbVEUbQB2rG2sUiN0Cv1XqdeHzO89tQgkJZHzRQD6nV/lD49/k2f334kWFvergqLYZ5ZXePVKIYjdgH6myUzC2JxQqJiet4axAi6F1Tw+mFdOZ415NUePmaFMydR3KQ/7KG/09SB2I3qI32x8B7vuChejO6jONlIpPD1HGIEB6g3FNXXEv7GX2FUCXyicaI3MP+XLjRPqlkC1faJulQQ13QTfzllxLeQoJ0wrSM/OG7jhhJpq4mQaT53ydu7nSY9oYdPqmRaGHD+Y017oSyXCBZ2CXmhx6ZBecoLnSlAlSIvEijBCYUftf2ts+/93fDN0zoCK0tlavA6AL39bruZbPE4Xi7bwK1XN5fQUuZkzPvcJjKO5+7XvBSSucMg17B19L8YI7JV7aLvDe9+8UX2Qn7JxNmC3WQXTNoKRPcGpIj/Sq96/eOFFgsYpb0y7zBEcrHegzGlZFyiPvxMtJO5oQsFCfTDvoUxJV1UTAE9hjOFecB+50Pj9jMGsxhIjslKSWT6N+Zjts0OE8CnUnMMwZOukcgFq25eIKdBG0X5bsQp4+Pgm773wHLvzddRUcthZYiPY5Nje4UpaYaPSQF3V+Hsr/5K5jHHNJmDIe11WxiMQDuejHZ4+u4WbVNj95egS0/yM3skueW8NO9dYx0PqsqA2meOVOaZR48yvAl9MRM2tMvjd9XVevVDh6GYypzc6YXd9m9TAL3b/MVnSARQrnmHzO45Ye/JL2OGQMr7Ew877aeUWIIhVjrIDMithqZFgXA+VvUrqhlhJTOvBm/TUlNJIlrq3sK010qlGZwVf9bdoJ3NGV65RxCMIXQAAsNdJREFUTy2uO3dZsiU9R+NJwSQzDINqExvmDUDiLDL+Wt6ndzbmmRe/ilAGSxaMFx4E6Vdz5gdtjKhRn2eMywBHllwt3qA0KXVnld7KuxhMjtkvYmbzPTaDgEQbzkQPvxyD8Hl6+ir5TYtmEWF3LzEpJY5VYFkFmZC0LlbuVM7rM9wUlBOh0XzXc89S6l3qvs1nV9/Jxdu75MuCF5/9S3xm+oeZdpcx5T6d+RYXDjVeGhOWIXn7FOkmBKOKr97vjfF1kzxtohdNhFlwjuLCh1g79ygfsNe58sm/w3fc+0kuNKqf2VMJAs05eZet4ozP7L6ba/ZbdIoOwoyYLxRm17OcxPFYShWlijntWoyTQ3r+BkjJ0wtNosGih6U/a4OBgYgRSMY1n/z0HFEWYDBgKy7M7vEp58lqLUa3kb2rNKIJhVU1IV7Qy9x6+MN832yfvoh4dtEg5Vk2w8zhtfF5LnVPQAjiVh8pC5a8AcRdmjUXMcmpLbD9XNgEtRGeCUFJQn1EuNDQD41HUdoI2cYy1fenGbQXGX9iOZWp0KKZUhmPpXxA0yogzzC2g+OkFP4ZMqp/oxD3ux7fiNXzPwkhngU+CjwDfAH40YVG/h/7tlzNt3hcqGnQiqhW58RdYiU9IbusmEUx+e0t5mmNmvaQlktmDGmxRDHqM92qbnb/cIKQHdJGwcbwgJFbLfo2gok/w7WqY7ItbVqtI9Y33+Rw7xrTokG8nNDJOihqJOtPMT75ThxdYKZdjFp4mJoaI3FM16k6QMtwndwU/ED/b2Of17jLDu+4O+Bj3n9FU8eUdognBZ4qcXa/yi/d+zt81y99lMdeepbB1zpQzOhFq8zkjNBykYus/9zBHhurJ/zUtY+yGW+i8y9Td9rc9qGwA/y8JMDjLe8ev9b5LJFMyEXV81B6q6wcv4C0L3I5vsvF+RluloGBjWKL02yfdhKhag1qk30u3K5qDOsnJ/h5jvJdIkcSiJwpKb4dAJKp2yEPHgYgi2Dz4A57K6toAQ/3X6BYNK9sbj1Dc6uCUBrNfR4ZfZiWfhfafwk7/ABn+RF+tENsT1gteiw75/GCBOU5OFmJRcmSztgt/gbXwiUaWYXzrydHbN/d5WMPPA2ux7Z+H2/ZhwRScFVVRb1xBi7VfRikAUWnjbOQxbHzNu//6pyVs0OwbdqtE0amW5mlzBLiE4u68qnllXpo6Urs5ARNzLX2OzBCcGs+BzPBvv4x6pagRDMTgqveLRy5QTc7Qe8aSmGRNduExsMxIBcnqhU15StP/ins7MewE0FpR+RWwcV7lWjbY6tf4w33QbzSIEL4U2WXn2SNN8QmRk+wihWWJnW0BbWihqidYrI6aucjAFxs7tLXDpCgioB3dD/EX6pdYvuBH6HbvYDlT5gsP8/AzLmv9Siu9Lk0CvFr4ImSz+mHOct6fGD1izSjDsKcEpVjAGq5JHY9epnB4pTTbsgoPaHp9NBOyX3hHIEmzSWYgkbWoGl8RjLCESGjmk98dpnJZAXbxHjhhI3oBOc4hoaFHbgc12w68xmlAwh4pNzm/nFJr2zzne5N0oWUsrA0N9OQXHvcv/UsAMpv0Gye0vEOMbNz6K6NMEC3ju2XKDGiVR8jhKS06/TMLo3i7cDvUmqDRUDmVdCevG0vMv4SVdOIXGAWtGMlAjb0GY7QJBkUviBwCorgBDHzf1ex739rfKOM/xzgAUfAPrAHbyse/fsxzv3BP4FdxgxbbVLp0ytPGbtdrv/CRY5efZDSjmmpACz361h9MWgyWFtCKoUuEhzRI7X7LE+PGS96TdoIRqKgZlcPTmLRaFasldt3H8U1HrMW1MoaXt6j5obcE4ZL8T1I12DB6y6E4F7wNepuB9ekpPaYxB3RCWL+C++f0wuGLKcpHTHnJ+qfRfkhaaMOSmHnLZzwGRpFj3Cesv+FVc5ev8kHn69z6kzwpINU1aRpRBHNIuKZ5leI3D71hVLppeQm+/4WK3IFW8E99xgjYC4yfN0AAwl9bqxUgcjTCdO6i5vFrOVLBNQ4y/YpW03QhnD+Gg/t3yA3kvXRAC+zyKWFXrSpjEWGRxMpexRYuGaN1LGpxwVbhzvkrsNRG0Qck1olQvhED/wGMqs2gWtLAxq6xtCKCLqv0kvrWP5TWOkeIn4RoQzLzafBrhRYuyuHmMjQUg/i6Cs0iweRZghILiT7XD3ZZ6e/xokWOKLFWCtSCjZ0nwLFVMPq/D60ZbhnfKzZDLnI6rysyRM3NaNOB21bdHs7jGkTpnPCToqUNutplSh0ZYztKG6OLtBwumyHF/iEGjN2O3jlPuXBi5Rk5DLBCAidOS1rDhS0giHHwQojJ+KyWiVQ3te9FE7yFnF4lcK7QmELEIY4TPDSFPApllZoTW2OVzZpF2tYCO7HwnErWZHMDtCyDvoCoQrJnRh3+C5Kc4m9wucj/U/QETlta59A9rncfJyPmZy/efYCv7z28+w//f8iKhRfUQMc4fJQ+72sxAFet8pk/wf1B2hZMx6+8jJSQKnH1HrLxOWURNdIbY9WKaiVxwx6S5wUh0ghaQWaRuOUmp2Q5Q7onMDq0TF1xnKGsK+RuA6T8RqzWZ+md0y7doyKfcS8hCWXj37/T7EbWPSjBGwbqRx6ps7FuabDMi1K3pFXJIVIZLwsFYGBp50hbpljC4t6bYRfG0B0jknfBQwnzWUe+j/cIJVjOvUxAMPlDda5TWcB5fh+iDYpNpKjoLoX/r6il5dI5piuwcotzGLjMc4qXStdPFMX5Vn4Tk4RnMLkmxJQ/h2Pb4Txfw/wFPDXF2/9eeA5IcTHhBB/+dtyNd/iEX7yFLuIGC/8Svv5KdN71aSPzgqUHdNVAUIIkvwmRfRxRpOSY2+FC4e3AYVrDPVZirAUjUVXYRvBSAtabnX8ldrC8yJ06aK1QyOpVUbXwOWDAY4U3GyfcP/8Bka97X5lkVspw/w1avhcZJeRjDltnnD7qYJPP7SEMLBSxnxZ38+yM2H74btMej3s+YzQfT/dNGQtvcBG+W6WzQcIrCdwszkmyfGkjVx0RUqtaGdThl++RGRep+VXtYU9YzFzA5Zznzg7w10IRkXk+DrAFRkgefnRHmujKmCe1WzcfMZj08qA+kQfUjY7NEZQG9bZry0xNCGr6RgntyltB6essOc4nyGxqVktShPRmJYou01nBpuHFW1ypw/zvT6lHmAHDll7h/b1H0DmNbJgl89ECZabsFUokvRvcfEkQjr340/f5NYvLXOv+DRJ0Aat2Xzia6jcRulnABhzjrJ2C2Gtcj7ZZyuuTl7HzR5q9Cw2kl91X6SgZCjnFHbK5uR+igAKaSHLgjzfxwdq84BaBgfr62AMvaVdprJFLZqj1fdSdB7lwaTidHdFjGtrJvEyD7W/gwLNz0lF7jZxiwNiO2caHn3dKP3Z7avkFwrAIpyv8Ce3PsFD4k2uqD411QJVCbXt6TWQIanf522/53mQgcqxRMinlp5heVxyvLLMcrZBjCGn5EdCD4RFbGckdg1L1fG0R1Ra3DtZp5fE/OKkT92ZMdz+LZrWLvd1HkUbxc8S8+nuKutLbyHzOtPd+5gpm53idS4130HdrLFSi7mh13lFX+T7w8/jOiVu7TqlilnZvsi8jIikiyMdLARBfspw9QqnC/x/M1DYliIUOUURgsnx/TZtUyeXKZ3FaTB1Zmht0+kf0mqcIhA0RcoH3/wYp+0lxp6NrzMQAjtvMLIU5yNDzW+xrJv0F3alkcj4uF3wmLC5/5UfZnVyhgCCRVFVxpscN1zsWs712RYiC4hDQxBMwWjSdo9VeUovXSj21gJAIy3F88HFSoBxDkt5gRQTSp0ijEAjAImxt7Fdh8xYHFh9jOPguBlFOMDEoLPydx78/jfGN9xOTDVeBX4d+A3gWeAS8Ge/5VfybRiTr32mMjoPPKRR9PWA2fGCS6uOwCi6qtqRZ9keKn+N182MAct85KVPA2CsM+pZTBL6bMVV5tpGME4tum4F0aAlgT+nXKhmhlmINm0MhnOTqnC5Gyg2Z6+iRBVchdtG6SFFNKdhfIaqSyQzPj68wJ/5xH/P/+fFP87h4SY2hn9WfpDPnlzg09b9GNumHm/w5It/k87B3yPP/i43m/8TX976OU6av4HjPIKIImo4lRY1MOy06eZjhjubYDIu9av3Pykq/9TG9c9jyoyg9BBGUBiNj4t0Sxxy7rM7KPUi0t5i6hoslfLU+DKFzpg2qkwomI7JvWV+9eJ7GMuAjkkgKzGWRZBXC8JMFy5bNQdQtEc7pF6P5YmmEc1oz1LuLVmkRxfBRDTOTygmNjc//QbW2GVmvcm8dBm5Zwhnk/A7hnz6A58hr91EWmtMY0lj1yYNBU5W4PolsEKmK0jpwL2faGWIZa3TLAbUTEEtnjOr1wlmR8yVx1TE/Jr7EgNzytyesDa9xKS+qMFIi3nyAk0EVmYTu7Bzfo3OfITj5EysDmESI3iA5x95knXZY255dGVMU2TU5Brn6vfzCXXMvvSI7Tm7Fxq89PgD6HSZiawC/6dXv5P/tvcTIJfIKfg17fH7+Q3uc/48jSIEBA6KI1UVPo20qScuGMi9OZoYS1h8pvMknWTAab/NVrbKC5S8yBlPFj1krYdShzhJk5GpToZp0kTWlmmpBnvRlHTUYHLx13FqJ2zWLvDW7HWa5oQzUaPeP6J5+AzHpYVVBrxpvkyhMx5pfoCLHPI/6v8Ig+SataDx+s8itUJImGtDYhnCBYuNdEK69giZTpiXOatWheu7IufQNPCDG3h+k46ugYAlPUNqQ+ZVhdalc/vUGxWz55w+5cH9V/n+1z8OgFdWMKGVC+4FDluzksD1WU1silqIMJKhSDkThqeEwJo2uDCsTr7tpSoZybNtMssiCMfcmW4zf+NRZkYgpcYpZzR0lRGuxBFzC+RCVE35irfcy1iiDmVJtyiQTAjEPQwGLTRCuEjpYrwmmZIcuysgXRwnoQgqcko5zL6JaPc7G98I4/8zQoifF0LsAp+l0ue5DvwI8O8FpfPvP/AAzz7wfoQlWBFT2mtzskjwts+pPYtoqIotkKoI7TjsqQ7qsImfa7LVqxxvrzNpdVGWZOvgNZ51b+Fbe8SFoGtXFnxoietGlHlVLLLzAKdokYoZZ489iMFw6FssnbxFapdIy0fXamBSzKxBiqCvKz/SFXnEVTHndX0/X3ijem9X1PhcssmOtY5Qhs7Rr/Ff/9GS//tPXeJn/9D38HRtzn/b2ucPbd5maXZAaixCAmQ2BAOH51axhzmpOsaxlvDrLUZo5nKO0Ib26THoEsu4bE6XKRfQTNOELJlTVLnOFx84xGMVRUbkOWyna5wUh8StZZzpnOsbLsNmm89sPMZ4IVc8X7DQ/HxhkLFYIN1e9TVQc+JwlVpW/fvc8Yx7yyFlVjEqeld3OXmuh56fMs1jZLfK0K6LAdcvXOAPTmP+h/hN/qu1T/EfXfgstuWzH95D+x5Lsgpmff0kIElEzMzZYra5RjOTlcGJ69KMIqb1BkEKYbrM1vwqIzlnzAmT8BDL2By3KheolYvfRVTs0URQYPHC/SFRvcvapGqwmTlN6omkHh/z1uYKjnSZWR49EbOWHnCt8ySZyvg3XnXS2K3vV7LUm9fwlc2pnFI3PvvuBiqX3A23MGZG6/qD/CvrD+DKY9pFdQ98UTI1K1+f607RwVIhtegQYxIcq+TN2kVq6iY0enRUyGtyzm8BDhbttXdi9JCNxOaX3QBtBDoPefxSVRztqCZne9cwsmSFhyhMzmvzt9jyIjSS/XgNb+89TIyPkwkSX/Pa+DmW/S221AafMY9w0ck4Nk9itMRbrjaAT7gNCqkZ25p2WYUflc7x82oODMucdr4GQChSClXjljMhdAPcRaf0WaePZRxKL8O2Clw3o7AMygi21TG2UjwzfYmf+tQOF0+r4CmKhAMJq8aw5E5YnqYgBAEeAzvD24C7G6ekZczaeMwsDPAbZ8RZj5Gs9K6CYI/3u5/hTb5INl/g+WqCpzUTajTHE2aOwDbV/I+9qg/FwkbrjFZhUM4cX+6hrBIlCqSwMUZhbB+0Yuy2KVWA5SbkfjVP1DD5hnHudzO+UcZ/HvgF4GljzEVjzE8aY37WGPOyeVvr+N/xsX1yzPGiuWdNzqhvRJRljCu3AZtgNKNRVtHpsOcRXX6YK+W7uXBjQtpfoWg1sEJBHCzEmNI93pQ7pM4ODW+AkC2E8DEGHDclKx08Y5NlAY28Q1HOaGcXmIqEudMkHMSUzHBDiX2xYvaYtMVdcp7QlTn40NnhKfcGP/3UT/P9S7/GPw7rPLn7mwSJS9noEuTHXHzmFldbf4L3q0f42Fu/wEc6E6Z+nfHWEnfvfxa7qGin9eFNMDDtNTl6eR2ES711j1KdI6LAkzPa0zECj0mQ4BiH7dlFnIVUbJCsc+IFDOnw4U5CO6om4n63S0/2ecPdw0iLYCz5jae/k8PeKrHjc7LcRxlB4hqEAbuUxHhMFpBPZyNHyBZoi0m9+3Vj8e3jKVIkC+MZC9GAwc02tjDEwwbUSix3RprWeKO+gY3mn9nfx176i7xm/8eUKkaFPRCS880q8K/kD+KIO9wKEtqFzbuLM7zyDLCIPJtWZJjW2wS5TTPtM14Ia51YPQ6X36IUBWO/g1Sa8WwdJR0axjCzfe5erQLUUrmPAWZug4aq48Z7rM0WnHrj0RQp3VObtfACN6M3OO1Up76Brdm6exdt2bxl73Ii57R1jbVZHZFrXmlVkJxgnY9xl8x4NERVS/IoiWUHsdikpWkjy5DGuOKs234CQtOOEjZMxZ664Y143DQ4zY+5z6pOe47yiXCYGg9befy/v/IrAGwWS+TJebw3fz8t9QRvTZ5jisWyHgOwe/wIo+EmYPOeL/1VlKxze36baT5kUv4JJqrDpO1RG56jnPdo9Kq586neOWrWIacedLMFrz1JcPZvAYJRmeOqFunwHI/V7pFjcS2LqFuSmT1FCcVOqyCye5SBQ7HYPF4+fZCxCegR0clSaqTU9OvkVhU0RTGjNiiwsLDpsTw+wisVLe1h6wF/5q0zLn+ty1xHNJMJh7UVysznFed+ThasPc99lcdHv8mH/oEHuws/7FBT4PFV5zIqnxJbYJsQkLzqnMPVCksaDDn1XBJ7KaE6wxIF2qRY0sKoY4wtcLPqdHKmW1hOQumNWPuL78R/oPdNxbvfyfhGGP//2RjzC8YsBLL/PRz9wx1mVAt5TaZ4dQEU2HqGba0j0iFOUS2c1Hcgm6AGr3LSsqhff5HVGyOeeecv8J2frCRtH0jWeMr7MKvlNoEVMTI5Ag9tDJZdMNQudRMwLj087SHTiB5NstoeoXEoJ6sYPcJqCTbur8TfLtQe5wE8Pm5PqwZvAeuRodYcsME++XPrhPllVFjD2BZP3TjhwdLir+/8N/yNg79FjM/tzyxxo7XBuG34gD9FRRUzIcTFimfM7CZJWhDKB9hafosg6TEq7tATMf5kxonT46gdIRAsF2tVNzJgG48zv4LC7hYfZu/yCNXY5mR5C0u67PsJ1nyCn4K225x0lwhUzLTb4NTUkJ5BShutHU5pkRQTtClxrCa26FLqnBPvEHsR+DePTnn3jd8klxGO6zPYP7+QV7ZYnb0PAK++hztusD5cZM3GYqpctmWV/Zr6eQCWggI77dIuN/CsZ3mt22M51bxv8iqpdxtpr1FainYkmTbaWGVIWDRRssDWDrFKGYcDBo2bxFJQywrcwib0LhEaxdTxyDpdFCVBMGZOHW3ZhKUiy065dKeCbaZFiBDgyyfJVcqxeQ17nOFQMlYNetNdzqklXrF3SEhpmZAf2isQuWLWqIHTYebMeerFhH8U9mlQUXd9UZKKBm3nHkInGNlEGwdn0SBWdjSb7BLkLTZ0hxMUczvmsfktbk9e5Fzm0PO2yKVBmJKRCQjLkHu95wF4OukRqGVqe++n0DFvTZ4jcuqsWndpODP2Bo9xnFe/K/M6WLQQOHx1+FlghR/DZbJeR0/XSJMGdiMDDI+d3cSz3yJyXXpv89qjDHt4gpANhnnVc3Hz1pOEsc+mnOKZGQ1L4DZHvNp5ldSbkKxsg2XjDodYZ/Di8aNESiJ8lzYZsWpi7IyjoJIjIR+hyt+GTHL7kO2opIZPLIBik6vurzCQE6QxHPTaNJ5v8sXZBzkIHCyteTp9lZW3agz77ye8UyWMRaf6ume2Scs5Wihs4SNEg896j/Khkx2sBcE/LBySICYvwbEdjImwLBtVHmCkIlx0gZ+aGtJNsFSIrDn/+zZw/V4YN4M+Zlw97GUnJt1f2MA1pgTKwZiU2JTklCjH5cwe4E/h6s3rCA2Wc8rSKz9Mo6zqAmMzIAHO6WWEgDtygMTCmBJLGvJhTM14JEWVMXcii6ZsYIJDrqQjVLICGHI/pFsfsxE+wLXOY3yCjBvidWrao6VDjmslStmEmaIQ76Q0p5StFYTWrCV9/trWX2LgdvgrF/4T/uf0hygTi8itYbslV96yeOVyReerhe/Gno9Qjkfev4BfDFiPW3jG5yAfYQtNMTNM/ZizRpVtCATxos+gNJqD6QbPFZtE+CT1beLNJQ7uv8i/cr9CISTu2RFITW864rTTo1nMSIOQMR6hXZKZJokJmZpG1flZTnGyDo6QGAoSjlGymobt+ZTHrt9DqwFe05DdqYK5XTNsLgq0df8tZBTwnqhSBy21zXGh6aYbOHaP0kuolS7Sj2gcPQ3AS+0JO3UPxwgK06Ho3EVaGxg9oj+boiybaaOibWonQuYNCitCMWXceB1lpoSFRWFq2OZ+aipjatn42RJjb8J41WOsFvLX5Zwzk3D/VKMxnBYVXl26HQbpHpvtPd41u01HJMzyGtsbP8758jwlGgQoz+F7DwvcTFM0PfJmE6OO6SVP8JtGgrUw26GgcFx28BBmRGkF2CrBWsBqJxeWOMcOUsas6y5fRnFJlNw4/dfsRm8QW3Cl9TiZmHAuu8PQ+IRliPSqE8P66AHuiy+yRI1b8xcoTE7aslnZuMP55j1uRUsMsgpXz/wOlvaQWBwld3mTAT+Fh9+qk9uCEgl1gxNorqW3EPYOiVNROZUpyaICL44Qskvs7LAvB4ySGmB40D5iOlzCFoK9osHN5k1yoZDtKllon+5Q3gp5Y3gVO5ljbIe43+OePs/IHVaNDgD5gLl7++ux4TRLWZsF1XoFFDkqmHBmV8H3bmedC+aIv/bKz7AXWvTShMeGM1zru3nryo/hDi5h55purWoajGZdynyKr+e40kUKn7aYsrI+QIU1HOkhkWT1GcPSQ1J1QlvSJ7eq3NrTNXo641TXsJwEK29gim8PuPJ7OvAfhF2ah0MSY1N3Rsz2W4CgWbfRbpUxzq2S0SLQHTaHjJsd5ChFWKt4G/v8he778Zvn8IzDlAmlMqxRZ6Z9dq3TqlV9kSHnpsTFQhuLUpRcUhU2nBVT7o8PKvVEYGL6WNNLvGvpexjlA25yg23hEsmMjq5RCot7dx9lOLOJ5RhhdSnrIc58hte+yK59H0+/66P8zLkfZ/VogOcXnHkNhGeY7vk8FS4aukQHL1nCmo3Jlnrs3tfgln4Mg8HYFd9+qAK+tvk6xcJDeOSdMrGmKBQdbZhkS5xpl/eLz/HoM79M9/iUlTl4OATzOVacUsvrdCdjhs0WDR1ROg55SUXhy12MkLyur4BRFMkYO+3i1DOkvY2Qki/etwnugKn7GvWhBxi09QD+oLqvfqvg7tEOxoDfPKBULR43b1EaSWFqnJQGaWyWaw+jPIuWqlM4UxqHT5PIff7VyiMMFnXEfX2FqFujkVWbc/+oakI/bVewTe6OsMsayorBxJTuG2BSlH8eAFlAK4uYIXCyGmN3TNS3OMuq43hQnDF2fbYRzEkYKo9cWER2yVkxZ8Xdw2n69HXJqXTohpdITMiqrjaOm31olPCd2Kh6g2IBWe31l/m+LxpeCauCZt1KKP2Ce9oDlWGkTRiPQCuEqHNj6RE2zT0alouHw3OUrC1/HmeUoHTKZ/slm+FlHDPjnfNdxjokVCHvbRVoNI7uVvfRpNyeVI2MjY1D+luHXJEJ9wxEC9jn1oVVbAFV5STnpzHYwH98u2AYzAjvVUXo9aURDyU3mNs5ievRzTWpjiFX2HlaOb517vGCd50ASbi8y7KMSBaGJ3eiNepGcrTxJUCAMVhZxhtffghlbHrTak6/tfkodWY8u/IFtvIljDGVPWqmkQwxRpHmsFSGeMYBAdqacjQWjJ0CW9bJHJefbv0k9+tTdkPJ95x+ifRenYP+efL5vyaMr2CONJvOLjYlo8JGxmM8NcCRHlo4PFO7Ca7kuH8ZT1ZwsQ6nxK6NZap/O7JJ1licsMUKlySc6hq2k2LnDUyqfkcx75sdv6cD/4987bPYo5KZ9EltyCMbKVqE8hKj/gxhLaEFjBc0urPWhE4jp1ApnmkSPpogsjmyc4GG9khEickLOlpyR3cY2iOwJMZUHNyX196HkBqBIHGmLPubKFOybwRr0esoURV7bLvN5ot/htzkfO74F3gwe5lniquU0uKlrkM/3GX/4H7emDyGNmN0fRVjS+zZGVb3El4y+/rfuL1/gO1pIlFFtihzuD9dyAAPX8P1P0J7+l7O33Kx7IwXG5f4FfcFJoEg1jb7Xp/DjqY7qyCdB5ZvMZSCnJJVrRjgs2RN2NQDntXfwdozX+aBdJ3vSR7C293FsvqsjE7pzCZM6iHhQv4hyKaVtaWqMqgdU3V2qnSMnXSJr+zRtO7DDj5EKTzI1zg3CBFlFQCL7BLOwhij342Y1n6JsnSxuqcUTpss9vmCfJhMNTnWGcpKadcqSeOubqIwBLOL5PJFPtN7Cr3QX7+jHuTMukwjGQL21y0KR82KrxC7e1hlxR7xSgd34RGQrl1GOhH9s9foxGNCmYOQWFmGrGtmaRsAT08ZBR3WEByJmBxJYOBMzhnnY76QPoKSNqtZi9SyGGA4RNMzVVLw7LrDoaf4AVzmYR1BBMIhN8dcPbnKQSwqf2cro3BTMjMBpUAIatMztCmw8Lleu8hSPGTddDAYXkDRPj4iqruIQPO53gRL2JyvP8xGkjAyIUEZgBVh7AnLukmAy0S8SLk48a5s7OD4BY9mG2ghOLYKSpkzOL+KtgSSynR9r9R8oSF4x0gxrk3wBlXgb/fn/ID5EretNRLHo5sb0jIisSQYjbC6mOaME5PxiNpmdfkmubGY9ao5VeqUVtJhKBPEwgthuHmFF2uXCcqE/nyBSgu46nyKzM6wTANhMgRg5xGZPCFlytC3qLtLqEWNBDsjzkbErqAlqmc5WG9Q6Dq7oeSHT/453YNHSMuvoovbzIM+t+80WHLHBCImlwZnPqTMjnAtn9x1WDfVnLvV28Kzq/mlnDl01Nd7bDAtVK2ihTvWebYxxLhEysMqGuj0W0/lhN/jgd/21jmzGkzdkEwHlDrBxmOaNJi0ruDrLrZ0OBNVhusLOK8W0sAip9Eb0X9jD6tzgVpuULaLTCbYwEB1QEDRCICSPLZ5vf0M2UL7W7sRPXeVs/SQQz+kc3aXzCoQss594jJuXueXps+RqhnRfE6LEDeYYekRW+dfwLFS9uqPYYCiuYrQ4EcpsrGKH1fHS1sXbBweYvuKslh40nbgS84DFGLGpKtZO/oC0urSPfoSH/E+yiNlyUzEzNw609LmXmOFUcOwMa8yXpl6lCgUhoZsMTQuLWfGGkOu7z1Ea31Ey1liUpyiiHGMT2u6Qy2KmQcBvlNlZ8v5CWemhrEzApOg3GoCq3SMnXU4XW7zz5Y36NU6bAWr2FaTU/cec25g7Aa5e4JM5whjWHPH2BcazKIusjsEIbl5dI0b+TaF6pA5EdNgD+FX935FhfjzCroZ1t7iOFhiLKsT3rg4x53iQSL3JtLewF9gyuNGk8yKmXGEXVSsDE+FBPOQ+kbExd/391h/58+xdvgsnjWnK6pk4dIdgR2WRFnVnxGUGYNuhy6Se2IhyJY6DMWckTlh379A6/iElUUR+VYZM8AwJkcYw05tmefbMx7FwnNdztAYo9DlLntr70QduwSiJBQZuVWwd+k3eGWzogwHM402c2wpOPVqtIcpG6rLgYyZovirF/8yv/yTP8xpe4MDZ8Bb9ZxLjcewlGFuPNyiTppIcn/MimkRkaKsT2IQIAK80kZHAe+YVpv4kS3JrISgaCKsAimrZ1wrI3ZbNuuJZljPIeqiCsFxw/DXB6vsioDM8VlODZmKuL28EDSzupzpPp4suVZssykdrqsl8prizMQEKmNNbTAqJUYqvEiQd5fZ6a3TKqfEmxfBGEIRMfYqGErHZzSmVfKhipjXGp/nN903CewGVnODfIH7C7cgFx5aCtZ1G4Ctzi2e9Z7i/vgNDsaHpMFD6PIuAFNPY45Kvjh8DFsotO/jzkfM4xRLWLgrBms6o8hhUofAqoJ7bsd4/eLrcg1lWQdn0RlaejQWSeTefKOCerL/kPH/jke6coXU9sgcG5FaaJMgrZK5NcenjmNiPBkwZEJiRwTapRhagI0t9rEszcXyFlb7PLU4wlgOIq1YFZg6SjlkjYWz02GTCR2iRU+/b5d0ZJdBtsuR42KfppRmAk6dtg7Zp+C5epWlF5mNi2S1tUM3GVHrzrlU/wKl75P3NsiDhFYe0Her4OzOq2voJyf4WYnta+yFUfR0CX7Dejc+Q8bLHS7f+gUeeeVnubF2k6ux4YrV4w9kV1jNbnM6g3uNZbRVJxQVVDGdVri6oOpmNQiaTooUhu2TexzurNJwmkzzU8Dg6jqN+T2UcShtG2vhytQUMePSwbUzXHJUWccAOhkijUMXOHFDzuhz5mu00oQ9B2MZvnblQYb2EabMcI2mYc6xNPgJtq7/OCvH38G6VzJMn8QaZjhlC21HHOuMiTVDaMOKaFIbX2Veu8lzC//bpbPrGK3Qustr6jxZuwr86ITucMCkXmfqnTAzJ7RW38AAbtlivaG4+L27CKmorb5KIAb4y2d0RPx1eQZZL5joDm5R4KgSuxHiIjlaQIDrZgklNOP1BpYpKadHtOOvAPCaSTk2mlN9DGnMSHa46YywETyegAp6CDSgGLQaeKdtfBJ8o8ilZtC5w73+XQAsJYAS6ZRs793l4M7DrJgWr1sRXW/MP3r9L7Lx+pDJEzXQZ/zT7RpNt0vHbwOCTrnOR974T/Dn55FIvuLcJPf2UUKB8Nm7+zid3/opwjKjUc45djxKmeMWDWjMkVYFF/aJGDkCT0PWaKFRpEOP9J7hI59tYp3skjo+vcxQEjFoVhtt6VvM0y7nrJvYWDTn29wpK7Oar1m7tMqSBxKfZl5tFJ3TGjKZMwiWCByDqjcJ5nMy6XPHEwSZoDe2cIoUIz2ycs5OXZEKxfrxCcL2KLJFwdfJyP0qOF9ebOIHs0t8sfMof+beP+FsZ4lBGGOEwG82UeoA+/Qyd/cuUkQ1jO2yE7gseriIz/WYzHJ8FTELwVvYNB7HktpKCmYR7KULxiCEYPvCEraJERjuTs9h5f8h4/9djS+F1c1u2BMEYBwX252QOhlSW8zsfTyrxkjGJE7CaioYxy7SXoe8KnJdXh0iHB9ndgZSIqkmSltYDMsaWRBgpCQ5bvCnXvvPGMuqXtDKO0ghGaS7CCLi6QaYiNIP6RQut7C4/NCbgEQVFrZxqPsJYW2KkNDMbmHPZuRLqxirYKvs0vc3MFrhjqtTyXJcfcWDerLoju0ZPi8eQospG7rBZx4u6Q9fY3auREUWbrFKXRxSt8cE6ZTIDena51ErNhjNfMGhd7DwTLWpdRdOXlvZPukXl/Asj8nbfHJWsXTJSCwymkV7s1r2UGmGFIZctymkRgc15qbKxNxpi+/zXqJwpkyaLbBqdC6eYn7K5ePv/R7yckZuCZp+j3Hxf6Wd9VmaXWHpxh/kqSDg8qUf5MOtP82H9TaOlXAQ1RjIKfXCIrRq+Mkqp40X+WzvaVbjE9ZHR5gyxqOBnxX4KzPqebX4rt1+jWmjQ8oeT9jH/Kj915BWwZpq8uDTx8RnHs6n/p+0jt5F8qjGv7xHV8agKq8Az9UMZZv2bIaXZZxfiPdNjEXDKDZFtWHP/JAPiWfpxj528kU62YR/0bnNQH+CzCqwrDpGSO6YCTGGd84MSa2SuEbYlOUdusk1HJHiGk1qJEHicNiqCr53l6vnZWqKX7jzF7ms6lUAFzmr3hkPyx3+Wv53eLG4ilYnfHzNI9cpD3fewT/RLn+kfJDV9AHG7imfsV/nWIyJijklKUoGRHabJfdhjpI7rKhTjp0mttBkeY9/cO4HEXY1B1eYMdYVk8V12xSmIB162MeX+dy7/i90TwWp7dIqDNYiUTLCJWnv4bgxF/ZeprTm+JOL2LkiUl3uOIdYhU1vT7OULCOUg7IMjZ2bRHjUXIN7esjS2YzCuFx3fJbigKge8NXtAOmFaDWktDxaqUNLVtBLlC0ybxmhwkpiuad9PGUYpBdwGxMuTr5Mb/gEKn+D42XD8uMPY9QxjfQKjwWf52Omosa+cN99zAu4IQ+JE59gZQ3Ld5i7Hp5XnfBOb9oE/XTRtQvKshGlolar8cT3nkeInL415850G6uoo/8Dxv87H2Nt46qC8/XKTEM7HrhDUk8iKJhbM4xlk0mNJ2OeGMeUOsfTDRLVgjPJ6triyBgtKu+iwjtbgcVdKqu7st4iG4X8w6ag0DMMhlq8hMZwlh7QZkiZVJzsshbQIWDKjMfCO0hRp1y0RVw8/AD1egVJzA7P4R3drkx8jGSjdOh7G0TJwdf9Qpcm1fdO/Rq9pNpwdh5TTESDEYalssa/eI/F3/1eyVY3JplY+GoJT+6RB3U6C6vDFbXNBW8PoTQGh9xIpJVhYdHAcFVXcEjDLhBOdczPM4WwlqgnYwCyooI+ho1qSn1t6TLBvPp8RYgwUNbbHLtDDuSQwWkf3+Rk/ojcbYL0CZamBLlCWzbThoPy6rxz9ccQ5Pyj5ov8fP/XuPGB/xOv1D7Nm0e3OTr+BFeskO8V59GzVc7EjA0q5pZBc6d5l6+0HuLC9B6NWQKNBjUZsp6d0V0rWR7tATaX7t1l2mjzlPN5/rTaoZaVLNnHtIsm86OAW59YYbNYpnbvg8yfAbd9TFckoFycoEQIGHhtupMh9emMq6JarBMsfjjdoUMNYaCwbJ7MX6FXXsZyH6JdDrFnyzyyfx0sm6BdyYno1PASJc8MFaftKvCrIETnd5DiPAVzHAyx8nlP2aSwMow1Ry7gJ69W8Cv1d7OiVyhRfKF06KsRH3tzHZeSP3L8ixTmiMwSHOZv0vXWCFXKPxBH/OX1n+F2MeKmdcQ1VWMcV7TDXAaYzMJy6xwmt1kuTpk4dSLZxc5d8pfHGKfa9Ft6ws7CX7gla+Q6IRn6FMk62fTn8LJtLGwswFoomqraErkdsbX5GuGOZpYe448v0spS9tQ6SijmXk6wX7CULOEULXJ5ihMpNJJ2MsU/3mM9rRTZDkWXmtMldwMi54iaC0YNKc66HLg+orWFUQWpWqo6nkWKCusE8zMKmdIpCob+Cu87+zyfm7U4bfWAklcvnWJdWQYM43oHKz5kvtDcqbdsXt80fMZ9HStV2HlMLlyUJbGCOsoo1L5bFZMxCOFhHF0p49brbDzYQ9oFq/aUu5MtZNZEL5Rwv9Xj93Tg35IDfuTwNa6uVNQ/4zaJyyaZ42PyOa0kYL7IUh6cDtgcVgtWiILMNvi3wF0ZoPI5ebaAeBZOWy3X5gZdpC4pGx3KuNrRVQmFKJDaZyRmlCZnSZ2hVaUvUnhtbASld8rO7kPY0kURo41mbfQYjfoZaeowHW0jy4LWwGFtfpFo+SW6/iqjbJ9mVAX+5XG1uIZBk7VsDMC7tAEhOCbA0OWJqc8nH5O8K82YR8tYwsMWB0wdn05R1Qq0afDY6C5qkYWMCcjd6rO3vJxmbEiMS0umNJxqA7vv1U9itR6jNb1L5thcHb0KwNlCx3xpNmctHjDSAYkwhEVCWW9zq5vxcecVAlujhaBwYvyyjhAe/lJMeFJtgvNGk8e3fhRfNui5f4XCHvFWfQNtJ5T919gxAUe3/xVfiBQeFg82U7QwbIplDIa4c50XG1fQwuLcdJ/aPKV0clrSY0MPWKtJUvNlpL1OfzjgD00/zu8PvsxXZJ1CCrbdXfK8xq3fukBf1fGkTZFuoS4p8tijITOUruGE1VH8zO+wNDrDixJ6xkOjGRvJe5SprDWpNJPymUUaLGN776GlD5mLLsO3DWyaHnKYMJ4u8wo5W4nBLOCHotYAMs4aDfKiwEWTlAEPeRUmfHdjjpMXgI3xQu7N72NDdxnoMyY6oC7G7Isen50/yH32m6S6Yn692brDzyf/ks8c/jK/KgrKvMksHoGArXLGbL4CKFKnxnrmYYxmmN2ln1Qn4rOyWjM/OnFIXAnCo5XPcMU+JYa13OLMVhTjFvmiIJs6IeuTilqpadOZJ+S9FSyhWFm9gbMvGM/38aINtsqSXRPilDUi/5TYlgTax8lb2PoEpap71xsd0EoylqhgGr9sE7CKAFIrZdMdAxp73GPSislWLqBmhyBbGCPIZImxHexsxMyZsponWPaUd0yep9i5SGTukIdNTpo5f//Z2xghmLkl06M6/7fj/5mRDnBIaY4zfjB7ksPtZ7CGVQ+B0GDCHrmKkXGNNAMlSqSwKW2FFDaNRgMhBLZTsuGOicsax1mT0f633m8Xfo8H/mb3hPf2btIPjytXIzdkYi+BJbEnY7ZyGImFPduJ5mTSB+ERNacYYVB7Djqck5avUCwUNZOFil7bssiNi61SynoLlfm0C4ld+hRWTkrJqZgjth6hoY9RQgIukagYDuXSId5kG8fRGBOxr7+KhU2jPkSPaqS5jxB13mNv8f3ONmL5CFu4HOTH3Ld7h/OnB1zYqaQCzmpNttQAoyW57YEQVPYUDv/pPOfPD7pcy3Pm+jwAttjnTfeMdj7C0QWHeDSGdTJ7oWPkQrbgc1/yI+6IGrtimV4xYrUMyFSCHZ8Qpj1a07tM+g69RVfvWXsJSyt+ZPoplvMzTnQNREp9sov2A+YrT+Bg8a5Wdd3IjLpu4jYLbF/z/PQcooz4fenjLAfbvKw+jSevExITFx5BorCbZ6R+j1be47Q07PEvubsQjl3SLQSC2eqXecN/hKX8jLX5ECfPmEbHdKXFpjWg8Bp86akxtdzFKif8uRv/gK/ma/zccp953WJ1AfWVdo3Yf1f1zHMXkJRRFVwK0/564J96bXrTMfXJjKYJicgYASv2CqN8yL1+H0+VnMzbJEEfIwWnq3cwQvLGRgUF/dqeg/vckP2ijhLVPNsu7Ko24nqAILITTGyQGNLS5RnnFhKPX3rHeWRZIEWdY3sTbQQFJQcLBcnV+QBjJF/R57gh2yRiSD0vueP0mXdaaN9lrAMcDafWDNtIavqALK1qP0kQ8C76lIdfZRJ4rMSVBMPpAvqslx4jx0KIkCCN2YgPOJaGzVizW7PIJh1yWRVZI2vKB2+8DIBUdS5PclQoWenskaYeZIL59A0EksesGmcYxmoZbWecXKhqNk7eohYfkMiqPtAojmjHKW1nCYOmn/b444ffVf0OE3KfX210jcSw1Sxw69vESUWNNWXVQwGgiBhZU9bTjD+1//N80Q2oZVfAzBluzslFwa3GKeO6QKl9mmdXuda9wZOf/iwPx/8a//SYZdPCNnVMvqAjqxxjhWQ6Ae0xHlgokSGlhdYpxpY0Got+D1mwHVRz70Ze5/DGW98gwv3ux+/pwO/mc6ztQ/J9H1FkaM8iX3jP2nHEWiQYiTmWgoNZwFnqI60N2isVrDMfV9lWar1GbklEWTByIjJyVhfQW4IL0iJ36mzGKwgEPjaRSDmRZ5WM8fSQXGRgNbBMRVf0G3eoTw1BfdEwkr+AtjL82gRn6JKbObZssF67SOlOacnquo/zfTrTCd/z2ldojKoJMmn4LIsJufIYOyHGEsRUx/4LtuaH4ntENQvtVaJyGYd8tX6IXyi6xYhDVeOzwQfIRUWbWw92mIVHi59P+HzzPPtWnyCa0XZ7nFKdfsJ4ThgfMdtymG/UsMoCZTtIXfIh8RLYJWkusIRGqAV7Qji8X1+mpxqc1lpAiVvWCJcWjkuTDX7ibsIz2TKvjb7AkajqGDUiHhvdoJaUWI0xCMHh+kOkwRGZNeQtex/HWJWPKobxyku8GdzHh8++hJcqjIo4PjvBQ7DkaaZ2k3e3pwybVQD72aP389/513hgJWMaupzPqjmgvYC8fxUAC0GcbmEWKqaJaCNXLHIccrtOdzohnGY0TUAmCnSZ0PWWGWUjhusBtjF81XuIxO9TWJLRcnWPg/gyuZEU7YCNh4f8a1vwA1mTsTQ8MdbMaw1kEWP8Olrt4UQNEOBgGPg1itaPMntbClg4TEUFJ3zeeZOvLBRaN6JdLkaGnTWP27qDwPDUvZvYZQ5ak7R9lrkLqknHv8Wf5B/i2S9g8iogGV+S5Yb0hZ/jztplfJ3RzkcMLEXrwuewVn6de84SQoQ4Rcb2fI+BydmINft1lyJzUPoMkBh1zPnT6gTsap9XH3oQqWw2tl9mkCxz0oZ4cp3S5DzgNkmBN+wesvTJFp3kdlmjNhswdqrra5Qz2nGK1VglkSkr2RLewmjlUlZnxT8FJFYW049KAukxKTUYhZ0ujJGMYR7UGIuY9cTwQ6ef4nPDTYZ+iiUDLjZvgIDQ3+G4P8WoE4LyEjf68EB5xCTqkasK3mwVMPerGmM9jakpQa5yFIL5oInREba0UGpGKTT1eh2tNYnOuFw/w5U5r5c2yfjsG8a43+34PR34nWiCs73H6CvnkXlG4bucLG+CVjjZnE7mMJQRXiEpVIEyBb4Oea9/F93wyK1K172w71HYLrLIGWmP3MD6ggywr5ugFFmtjp+sA7Cmumhh2LWG9LQkH4IyY5RdYxmXnAJ3rsCLaZyvNMFnUUHauIcQMN1pAjlOLaN0p8xWv0QwvcRUjEnUDBbHay+LKG2B6VZwVa48bgZr4AhiWV2gMh06esi0YUNzDaMKfhaIrJRGomkXYw7KNn9dPswoqybqFre4vWhwW5ear648wMBuo+KSptPnziIj6Q1fRQDJeclHPvw5aos6Qz2PcYUiDcCKqqzqePlatbDsOYGlsdMuM8erMi1tEXYH6ELwh4cJ//ktly82c14dfw5jrZBhE+Y5H8qfo0h8rHBEVL/D6w93mbXe4ln3fgo7pRCKX/ae5yuNL/C6u0VqBbzv7Hl6k4hCS86SCkYKaiGUDh8pFX9881OATWvWQ/AWPz+3+R/lKm0iMDnKC7CC3zbDOJk/iTaS3FjEuHRXe0xoA1CLRyBK2qZGYDyeSsZYwmZc7hJ2Rhw2O7zRv4ayYBacIrwB3336W3SDO6R2yfzxJR5YvUNY1MFIdlE8dVZy1lnlJNjDatYx5SFBVv0+X5R8KXiUYfMjbO69gDYRljB4KkEYwVDOmehTBJrAKWhkOamVkRUW3Szk8uENjlvL+PGMolHjB+LPUBTL/KD/a6yKAS337tdph7an+MTuS6ByxmnFtFnJTziybVYf/yeMTcqZtYaFg9A5m9kJ43TOZqw5ajawjAVouh0NGHxTQYaRHXGyukot6+M3JuyrDYY9w15ji+N4h02n+v1TTxDE1frycklqR2Qi5ajRoV7MsY2iHackW8ecOAm1IiReNCV+eH4JR8YIq0skb3OpdxeAgR1Siw5ouAsRNGPI29dQZsLD4zs4as7K3S2UPsFdrfOorqDRIjih6EwAw7DZ4fY0xHmnJInWUKZEUdIsYNSseigaWUK9lOQmoySnOGiBibEsF72oszUaDeK4StZabspWY583DWhVYPS3vnv3f/fAL4TYEkJ8SgjxhhDiNSHEt03iue4MEZ2EaNxFFjmF43K4tIaVRFzwhkinzkjM8bLfvrGlrbiQH5P2Qhz3MkK5lMEJpeVgl4bcVqSlzXpeYmzBHXcJdxZT1AK8ok9kR1woq8w6FiWPCYfp7BxQcOItcQ7BxIkQww3Wr71J6/IQhEeeOow3PwnA+LQNQHBlj6Pz/5zx2udwx/exa90FQKHBGPwsIQoCaq0xAJOoy33NGyyLU2JZTfpdqyp2TkIHt76EjgYcRjbZ6YeopSXtYsw4b1LTc4JFB6E+K7ktS8ZoVpSD7xmmdoNJtoJnBdxoVAulf1rh+m+2LH7zpQ9Rixdm5/kJt8QGUaNOLzlmpj2MtHGnQ2pFiwMtmU0uMrhVQUuJyAl7A5JBg6f893DPzflLD1VUVyNdhjS5nO7ypHiLWbSMkAaz9Bpu0qM7eIofOvit337o4132Gzd4iSewdcHV0S1qgylCthmq6u/znCZ+Bje3WrxyfA4p+0R2yp/91Sb3xYpf8Uo+H/iE5RTthfjWb9tYjicPEccdIuMwEwLLCEZ59bxza8Kl/iM4WNi4vFNXG/QwfJ1L3OQLlx+hcFyS2h6D5i1sLfiJrz5HUzkMvIRSWGxlE0prhi8V4xSaJYStKxx0RrRqK4BGiUWfAQW/aP1+/CLmoeu/ChhcmWNrxZruENh9umLGln9CM3o3dVvxVuM6UT7n2vAdSKN54cKDvNXYrprRWMEqAn42+Ah/NfgJMqtcmIU4LFkz+mZGKSTXrXW0F7KSDYgsh8F0nb2yR2LqSGODzunJE2ZWSquErN5HqgpLufzYDggH4QYoSq47O1hK0wmqRGVkbzDrGBSGo+QudavGuoHEUfjJKhhJkDaZeyNGNcFhvcfS/4+9/462LLvqe/HP2nnvs09ON4e6dSun7q7qHNVq5dDKkhFggpFk7AfG+OH0HjZmGD/ziDbPGBtjDMYSCgghCQmphWLnUN1dOVfdnE4O++y03h/79L3dBGGEePyGfl5j9OhT+56z05rrO78zrDn7dWw/QHcjNvd9ko65AlKjpiRJCXv8W7io3IzQivj9HqlBgRjJqlEh27qOqSZEprS0gCpUrsU99ndP8gXVJRRZwMDZv0plWD4hVgKcVAeEQkf38Fdy7M9cIR4q5FDrkQkkjUwBX9ESxh+rhLFHLFs4K0nKtK6leKmPguu6dIexO83wmHSXuEyMEBmuvXD2z4K3v9L4m2D8IfAPpZT7gduBHxZCHPjruFC+mrBWP9JRgghNwnqmgBj02K+u009nCESEHYcIJQ8ixY2qgikDwpxFwRpH6+WIcj6R0AilIFI92lFEKQKZ0tlSMhidPlJVqYQp6kad8TAJcApUimqNoJ/8+0V7gjki6m4LpWWhTzxHt38XKmnCMKI99hgDT8UbqAglz4XSOJ2prxOZbSyvwLKbCLKnq2hhiO0NqBlp7GziJulsFNFFyGvMR+iLBPjPG4mQ1UwDQy8Q9tc5uiSIWveT9frkgwYShRPqDX5y8KtYG8t4GzrLkcUmksrAZH5wgwE2/WgWgLO5JFUv1V8jVBQ27T7BGZdUL7m/yXCdK5kCTsqhOljj6XCC+qbHxX6K3/OP8LxfoChVWiSVTT2ti1mqkb1xL4Zq8ynlahLE1Ax8oVJT0jygnEQVMZfbRwBIazGZ5gG0QKd2PTHpAwlxHKDrA57jOIdb5+hIG7W2he4+zMqwy5qhptEDqFVjTrZnwSgg4y02C8f44Y+qGL7gMdumHNWJLYs8GkvugBgJ/RG63RwDRdIkRiFmK0yYqKWb5CdeRTPsshFHjOhFWn6TWjbLEZ5jI53Hj016ziILubMUawXswMOODZqpJIY03e/T6Zs4QqXXj4iBCX2ahWKfEWMGEHjD+jOuGHA13MWRlReYSogjphIiFYuidFmxdhEDtyjLdOKjKBst7l/bT6DlqA5GCdwxFjIZ3uX9AWq3Rcct84B8AXX+GsG0waKiEIkYFIesss7exjUaZpq/o/4BUSpNZZC44c6uH+S5aB5bC1AlQIQhamylEhm0rRKRjBAigzHWInAq6CpsxhtcUzYoyBROIbF8dX/AujWBJGB9WHnzDYMtImWAIjWs7gjWYIKe3mShItiwC0w3N7jn/AJ+Os+Wu0DNSZj5grJJJEJMIoi+C91KEQcBRn2Wvt4mUG0yrWuYqwuI0Gf8xhVuM5+gjUoh/DoXFifpK5u4+i78KxUWlV3b2FIiRLdc4nCRan03F00BcWIZSqNFzg9pZIsMNA130MeWGoEyAALUIVFQzTRyuNM9nU5vA7+i96hkFhgIWI9Haax7/1N495cZ/58Dv5RyRUr57PBzGzgLw8am3+YRZBu0+4JADtCChHH0DZPBdIZK0KORSfyDVbOMadyJYd3Pi3PJrSiOTsEYhVaKsAixFIhBDEJyxv0qNhpFEzq+hdEbQBShIBBqTFamQEJbujxfvEEUJQzthlmigAnmMm52C5SIJ1pvRBM6kewiJWzUNIK4i4HLp6+9gThWseqJy+mL00lt/66pcyH9DWwvoKFn6Kk6ntRJtWKWu6PcXHiOgIhQxlxTy3xxtEBTs7GiEnW5xqFVHfugg+MH5P0EMYJA8kR0DMcXhE2FhfosLcXDCLO8fvQpWl2T1DCjZ1MNCNTEdxxoMVvKgPHuEm4/MVVzQQsxt87UvmfIhG02ApffT93NH+fuwSBg1L6GjsJhp0NLmgRWDUWLGW09QL9/FWM1CWjV81n6WkRDcdFExGe5n5VBkn9tOC0EAqmGbGWLCBnTFdDMZGg4KVbFGA9sPcmmmsXoNTFikxuaSiglmsih+xKhSAYHdtOpJkB6aWovzmLEB/9I4zHLYUysg6KR6Ye0U5s0jQgnjJFSJbJ8Wkg0q0U9SqyqQ8YJUHQ2vQtc9RYoWaPUvQ06jJPz24x4S5yc2AciJhOZlBqj9N1ENhqpxM020Q640TtHRlM54ehccQR7QpeuKZmzpklZeWI/ibFMik1EGHNbe4FcJ/m9NMpIRSUrHTKLX+P5aJRsHLHh+FjegL2XoSqP4YsAwxxBCsHBzCJGo0VsaMxoV6mduYV3XxhhzdcIhY8UFlEd5hYuEtx3O99rfBrPtSn7mygy5vG1QyxRRrgKCgkr9sWAzjBxIiPShLKNrjg0FZfuXhNLMTitrqIiKHX3Y+ZuIDZ1Dm4tYnSrIEwqYp1u2OZVcYgadVHwScWSMHaJlBbXSyp1LUu1V0OLJbE5y3I7S3OYkdZU+sQiJqP9NvlgF1PZBHDt5i48cwMpJR2xSKuVI33hJLZXpyS6NKu7ybBIZnMGkOxXxph/ZoP1XIFClMiKFtvYmRwy2kBhFx9RM0RCQQiD2OglwJ8p0NNNsv0eAoE33LPQMROwx1FRjOTzyxm/0HtU00n857q0mD22/y8HfP8T42/Uxy+EmAFuAp74M/72Q0KIp4UQT29sbHxL53/yusNvnMsQyxbGsBa8O/CITIVez6DpDssLmOMU29cotdbwtWGjdV+Q0rP4bZ2oJJFSYg0SsFsdTsr+KCCOFFQh0TqJL3s0yqGioCBYi1VKjStEAhApxlUFBQUvbpHd8wLu+s18xZlAVUMgxNtM4V2pABGKGtL207yw9Q6ipbuJZEhQvo6ihvRMnbrYxOlDbOlcas6xJEqMBHUuLR2lmN/Cslt4UlLy8yyUDAZhDkPqWCyRqvkUuy0cPyQXNhHEGKLLSeUgkZsow9VuGc9oowcOr5rew7XQIaMX8fEYWduiP9yh27dgS5OYcQ+RThhPGKp89fTDOGoKARxtLTPRX+KB1u9yzDiHriWm9b36Kpsyhad6uGvHcShSu/HHHFhKUv02Chn6+HhC4wvcw1PchNbMEAUm5JJNS1IaNKby5OoNcjdahIbBpXRimbxl48vU1AyGH1HoLrHqFGjIACdOow/NdjtqkerfRqyoKN4Wjx3czd0v9jHWFKpGMs+G3yY/tpeukFjDmumK3acpwqThuJJBSMlB9QDBta+x7H0Dv7+Orpg0osvEYQa/n+VI/yTP75rG8jLMtmcZ7UzRyiYJBI10mZyskfNyXGp8nucaJynoCsu2YG9PwY4stJZBLpsFP7mvUVEj72+xx1hDC3QQFnVrHwBeLMk3NjgVjhGpEVuZNWJFQZGQinNsan3KcSKzv669H6OjIsKQF6O93BusUvJi6j2LmC6h6jB+uY6eD9HGV7mgmTQzAk1GFPwaF73JZG2lNISSWC6NSEMGicV9YL2OZIChxZw6dz/r+1zQDK4ZdWZki0ycwcrfQFtUqF6CKO5hKmXmOk02/AEj5iS3bTyHqnZxI4GQBkrU4GohgxQKI8MSJkZqnMWtMXzVxxnujDWJcNVP09HqHDQO4mgZ9DhNze8TtD/MpYpBvjvg6I0FeinJT05/gAn1Ks+oVtL3WZ+g7ChUF64xqJlUh/E1X+TITSfX3cxkMc5bBIqPpupIxSfnS+rZAm3TxogCAkIaekI+fRKyJVIhDGv9u65LpzPs0WF0Ses9HCIuKSFe59ufy/83BvxCCBf4OPCjUsrWn/y7lPLXpJTHpZTHy+Xyt3SNQg9uuTYOxGT7ySRl+21a6Sy1foZaSsdBJ1ACnGKX33yVTa5ep4/BdD9RAM0WSBtUM0YRicvGGySZOfuDYaaKEqPX16jrWxwa7KIt+riYHDM9zGCVQPSJlTR3KA0AGr6OWryBfvW1XEkraFbClPvP3srgehUQ+OkeGeGxrryWcniY2mCDI/5JNFuha+qk+xKnFxOlTS41ZllT84xHG/jLRaSEavUKXgylQRZpx4Rh8g5H1BuoQcxrnn4KPYqxgLxo4CMRMbRSJhEK9ShLbG2hxjpZ9ygjfoO8WWSgbjCzsoZwE/98z4F2YBIqEm24Zd8KI+b9ClfOvRGJwn2N87xt9VPY5mXCUNCWyffGtCZebKEQ41x5Le2gRnP1DOObSZXFzYwLApqUeZTjlGmTrRcZ9Bxsd/MlSWI9VSbfqfPQs19H933OOfOMxwvsG9ygqaUwBxFicIY1p8CGAq7voAZDd1XUx9WhO5IhChdYK99NrEpuuxCz5iTz1aKL62qEcYAatIgQaHqPrlTAbFFXXLJegIgjmlc/g9e8QkFJzr/hPE8oMwy8Anu1s0SqwmomRyxiCnqGViaDjKHjTDLOIrZXRlM0rg5abAQxoSLQJLyqfg+GFETiCMgQYklWbTLRuYFduEEcx6g4REaiuL3wCmF/BIlATXeRSsTTJ46zOD7OurVOFJqUgsRVsxxX0dQR9MYGDTHNkfgysbhCp1MBOSDQLXLNBtdvl9zR/SO+oM/QNT2kZlAdrCMRjLCFFViIoQwseBWcsE1PDji0nrzHlNmj1SmzEB3jqtUmRmJ4X8MxOxjuJr0tg+vNDhBS8mvoYhe9fh1Dtbi93ialXUMGicXndrfoKkmqqRMmrpCUM8WFMKKIQmFYCTcru6yKHGu5FzEjhTvKbwVg8fopZLzJkRvr3HplhbFGSDNtcbK6nwcan+fCxggxfbrpEfpTDaQChcdD7KE7B+GSnVhO+nVrXe48VyGig+FIpBKRDQStdJ66k9xHRwzoagogkFEi30a6jmqZ2LaNpml0u10URRAbbWRsM6H2uChCRna91Kf72zf+RoBfCKGTgP5/l1J+4q/rOqVuRKGRCEqxFiRNsdtNLuRmGXRtmia4QqWveNi5Wzl58LXkWnXWyDMSZJHENIf1/I20DyKxEGrBOCExe7yhJtZitH6HXnSdQ/3drCp1SnGGifgsW40UsWzR1nLcQqLffM8mdem1nGvNInUVa9iKsLuSQvYEilKhUXQoii5RbOB0NTa9G+yv+bSyebqGTqUOaixZLxUJYo2a7jIp17E6NZrrRSrVywxiKIQZTFXitBMz13KT3P83PfkYAI6WohDXuRyPc5s3i9R0OnaOGAUltYZAYHd3UazVyOhlBEtMLq/jWF7SdSotGN9KBHN0WEJi/+A8u8IKHSUgVk180QMhqLkiSTkdBj1daVEKE1O328tzvvkUoSooNeuIOKaZyeApHkuDORx6NIPdCJFms6+Rt7qAJNI6hEKnWtgk63XYffY8V40ZDgUvJOfVHMyBxOh1aJkplhG4gUUtGBZVUyG762tEYypEm7jRPOEY3Hpe8qyloiiCmtJmNe5C1MOL2jTMFFFLR5JUOG2RoxyqnGs+wVJeUtjoUjIK9MIurbyNMBTifo5D8YvoQczzUxnWUteJUwFL4+MoXkBgjDHGEppXYjy/HzNTQUqfXqtDT4W3tt+cbPBxTAQKSizRZJ/q+iZW/hoxfVRFwzAGmFIjWv8yDTMhKhk1wO5OsDg5SaRpnCyexAnTFAbJ5qDQOoTUJ9EbiWV9WYyS1T6P7yW/9y2LSyP7ONV/FbqIOG2W8LQ+kWlT8ZM5n9NWqGdKoCcg7HmFxP0WNBjxNcAgk0r+1umWuaSvU/RUOhsZipmkcVCIgu+XQDiE3jmM1CgFmVjbJX2effzWtitpZHMLGSQETEk4CKY7xbJRZ1dzZLva6Vi8wSljlm/UDlHPKZSsJB7TlGlG5meYqLdppBImvpXOApJ93Qt4W8mO6TBl0Ul36d8RMnPlKkUvkVfLHyX72XEcNyIOF2kW7oK4jVnsI4lxI0GsqKwUkhhbR3j0VB9FsYAYgYGZ3kRYxnYOf7fbxXV1pBIifZtxtcU1BH3/21+24W8iq0cAvw6clVL+/F/ntcZ7PoQGoLNQmQQhmGmvcCo9TydK0dRCTKnRUwZspJKXn2nXWVPy5KMyHb2B10qEwsgESL1FKALatkaDPuM+oAuG2MXu2giZOMWasU5WOuyJz7HVmgYkm1aRgrAJVA/RzzFx9b08R4TUBYNyFqFkaYabhHEXU6YQ6jgTSg/1RhsiydZgibxyB2HeJNRUxreS+1qulphOL9K1VHKii9naYGVtFsvqEVoNsjKDLaBUHyckwE6vEQuBNjSPHTVHbtBgNSiTGvoeg6G/2Uklm166l7qoPRVdsXHFJaa6BsXJJoEKvqUyUnMQms6RZuKbN2RMPqgmG480g/Alhae4rFBiITSRIsSJbfYNklW7Ihpca79IoCrERozbbdF2czSNJjWRpofDdbJI4XIjiDFViWrXiVOJ2+NQ6iKfnLuHzVSWWKgcGiSZEJ5qYg0ksZ+4aCwlwpIWK/EwVmAr5Ga/jpJJGDrRJsvThym3YLFtkhYKNdHlqdYWPTxqSpvIsejWEouwG6ToU6LQD5IuVSULKyhStsap91fphZNk1QayVyCV6jK74XO1VMHUFxCRoJNOk+01CBSHMRYZ+Bal/GGkHCelgGif4pmCSnYoZJWgiaoUky3ioYa5HtPbNJCyD2pMrPXJRBb7nl5kLZdKUjnDmFRnilytyciN07SNNnaQwuku4QaSTkqgqCFK4GN2BjzBEVTRgkHihtL0kNphsL17eEazaOgCg4jQcRn3VlBkTNlpspbNgeUBCtrARPF6dP1NMoqDqlYwzCSeMdVexRch5XZA1J0lb38OLYgZRB0C2cSJMzjKANUdxaRPIxgwYu/myVqJN+f/BbbSYO/1OnGQByTS1ujpFr7t0Fa7jPTzFOJkfkbEFgtGlY/HOlczHn4cU48DhPMaUmMJCbpRzAFwKT/N21t/SFOLUH0HhI1iDzi/NsKX508g4pgDTyTnrW4UST9zCrvQR0abLJdmEvmqNglEhCEV9FjSGvaf7gqPdX0LTU3mUVE0dHcTYeq47lCWul0y2SEk9x1GtRoxcGqp8U1x7lsZfxOM/y7gu4FXCSFODv97w1/HhQwvIpQBqpJiZpg1kPL6xELl37/zu4iFREqdQPFZTScTZAUBG3EWM55gI7XBsEwNZjqg57bpxDYHg3V6apusdDBTPv3hjteRTnKOJWeFlBKxj8sMXmJNrokmivT0Opk4YZvPE4KucMqfRJMuYZTkBmvCoxxnuE3xeEsj8VVuektUJ24jPZJM2e2byTWvlifYVzpPRzPohjp6u8tqa44oUlFylzGFRTo0SPkVBkqdupahnc6gxCFSqNhahmy3SSBVvjFyEgDPSiFkjGkkjHDrwjUy+rABujjL1swMUfUutBgCQ6XQUAkPz/CW9lf5Fy/+MvuaOgMxLMOsGkiZuLLsyGGREoNIITDrOFGKCaeLKy1eVFrEYYivK3SmFTKdJl0nRzM1ICYiFbmsxQNi1eackjBHM7MEmRsIIkbFBldHR/i9+19LNm4w7i1z+StlTjxyGikUakOmWOondegbcRKoTu8+h2a3iDYh0HSC8AqXnFcTAyNXVUpS0hQ9rm8tsaE08USANLPU24ni6AQpWqpLfv06oQyQbkSrug9LTVGLzyC9iIxfo7+1C6FK9rWX8awM42TIdRJXheIPWaxc5KJSY9kuE/sWjmqwZD3LsxmVTAiX7XWioI+0xhChRxhn0PqC5plk529oD+irPUxfYkSw7lgU7Rp+RyJQuf3x81hbiUJ0YgulUaPqxbScmGL5PEKkMRo9PFKcY3a7ZrxhN3hb9FWemZ7kkc4RjoXXSUtBI1+mENT52fb/je2GLGdSqFYEwkH1NXS/QydoYKsuBjZ1U0f4NlO1a4xFeUTfIxQGa4Ml9p4dsLx0DIiotDrMLpkoqRJ+d52zYYuCWSUIMix1Ym5O/R6lZgPVK2CqPVp3pnn+bd/FdWsFBGREhpJMlFaOFv3AZQvJyVqXp3oxfzxs+VjP9JBCslDaxVJe5YWpW3lf4xM8oVmEBOhqBVvRaCoBn2q9nvbYLCdO1bl16SDHv/oiqBCVE5LkR5eS91qpEQ0t2kwg6ZkWIGgLj3PuRfQhudJVBd2tEyBfyfhTyb2p/RRVfZW3ouNI+U1Q7lsbfxNZPV+XUgop5REp5bHhf5/967hWVBglkg3QY67lJtEHA8LY4PZT6zRzCfiuFXbzqckpXiinUKOAdBQQ+hXA5brbRA8EoaegZ0IiSyctDaTRo4ZHBpdxZ532sAZ9HAZEosnXrAlKmUfQGEBkAiqFVA8Xl5bok4+z9GXIQtwHIYgb7WHJKgAN7CUUw2NDtBmTKr2ozyDuMb5nhjsOJLtI20FyzbVsmae9W+n3Na528sNzmPSaBZRK0l3KjDNYQRlYZUkp4eUT0MNIoSs2uUGSBXFxbZJJltjUikl982HAevX6Cjk7iREYynVWplwWNo6gSBjoBqluzHI+y5TYYH/rImpwgPawYFikGNvzUfFjIjRKrOObDZzQZUbPUpApmqLLoj1Jf1xl/bhGptPAM4sEmkQI+GQ0SlEGNOw1bgxBfPTEfyPQu0gtRgHcOYVTc3t5OPwYcWDS1tNUFzfRo5g1OwdANxgW7KNAEJhY2VX8To6V3iTL1UmCeAHFn2exPMqJC5JcpCOFxG3VWB0WHtOUEk52mKERONR0ndzSeYSQRKkQI59khi2lzqB3B/QjQX9zHinhaJLQhu/sJi/zRMoiDTNhfKlwidPWNbxAx1ZACIWnqhe4aAybksdnWI8qLI/uQkQhsTCpGHW8lWH6cCFHX/j4QdISZUs1qDobqN2EkHhGmuVhBU81VlHbXaqepJHpUh6bwFRL0N0gjH2+Ed8MDBsH5frMKSu00qdwVh9gT9DgWuo23qN8nlG7zSW/hH12ka6uYhgCoaRQA3Bli27YQBEKWd1kS0kjggxGmDRaCaSOJ+qc28xT7/hI30EIl+tvfgOOligztX6dj6dNFCGoOvv4+uYuJo2nUOMQ4RdQ9DqqAcerba5YCVExKJGWFj8oP8xueRVnuc8sCo+2YTOURB6EWp+nGvuIU5C2JN/7wV+lPTPD3q1lLq9kiYRHVq0yGufpC5/d6gbKnkmMIOAHPnUda2sR7w0jiIyKUAWRn/REMHP+dqmGnOcjhYKFSUf0uZq+SmQPg86WguK06Q28VzB+x0nkSgsyqFqLf4RNVW3+SWj7K4/v6J27XicPhKznu2xpRdLtDlIRPPT8RX7gDz+BkNDTfR6ZmOZzkyly3S1SRgnLT/yAy0YLW0vjtw3MdIiJTjq1QjSwaIkeqlC5xVxm0xgW0goDTHGGn9n8f8iJp/hvToGYGKFkcEVILjRohlDC5HrUR4+T+MGx5inUYd69oo4izWVyeRdEzI/YKzzjnwR0xIsdDh9+B0hJECVT10hn+FL71dTqBS60ykhdSVLbNjLEThIA1bwCVljEFjdYVwtomcR/6ZsWl1Kd7Sqdl3Nd3sEfck2MUwhqtLZiJBL6Ho5dIVB7KDTwrYD1ZhIj8BUHBQXHS0yjA8E1rP4EN/QkgDUQ7vZ8RMP85RHrMr7ewhmUKA/GcZw6aWXAmew+mnqKrzkF0p0mvpFHGWbfbMYpijJmKXORVkzSTs/o0OtliHSVgdD5o2P3UWjVeFD7PEFgotyh8bWH7+aFiRLrex7CQlLrJW0ETVwCfxizuXqIn9A+wdLoFFrQJI46LE68jukNyIVDl1Do0RbJxrVinKaSSayOduMQoaKQ7XVQ1Yimn6NgVfDDActpA3/QQSKIA4dga4TJ3LNYg1VO5Q8Q6xK/5nN2+mbsqIsadDjlXCU/gJQq2NDqLOb69IIOq6bgsG/RCMd4cm4XIoyIVIWsvUzQT1il6yQKZ1OU6TgFtmKTirNBTySsdLWU5dJYooh1qVAzLKpeTFt3qWcrFKwJkG2s5gbLYgLfUEE4DHDpYfJw6wv88U338VO5/8D/tvwJbhIX6Y44aO0Bm1aifFzdRggbJY5wwxbdYdXWrB1RC+aIrSYDM8N4XKCv2kjZorVxkC+u7SZgi/LIHrL3vwr23gOAvbVAs79GEEeMurfTDxWWuzG6GxKERUJjnV7PJTKaXDEX0SNBOSzSVzpMiBXOqVMoUvIeDK4Nq2gaCEK7xjdWThCnYaK7QjTlcpvyIvmOh6wlLVPH3XlG4zyRiJlUmpRKfZTSXvKNBtrYzTQPpujHGZxyAIQIVDQrQvQT2ch7jeSdSIu26OGrAV0tmQvT9okikziOX8H4LSuJ9xmDLP1hbaPm1sKfiW9/lfEdDfxxL3mhp8baRLFOppOAqxG16GTzZKSD732Of/yNR/nhCwMefP6TPK4fxg2rCDwaShvTKuG3dIz0gKJ08IblEZpKItDH9Q2W1TJgEMYh58pNdrOE0avRfs4lEF2E5pIlabbsS0lGU7gsA8xogDXoUm8YqMPcYztKQWwxNj4s5kaXen8F3cjT/tIC+moRKwrpGjpSQMaq0zArbK2qXO0WsEvD5i7NHAOZmJx2YzcClay4TE3LknaTdMeao+CZGnY8IKV0cbYq2LLPEgWq2jrdDZNY8TFRKKdKeM4yQoAddTDXk3TKQJqkc7uY6a0mZQzMDKm4yoK+SUzEplrYno+WchiAx/MreHoXLXIQCKJ0ItiNTIV+XKDVN8l0GqCo6HGWEIEV9nGlynL2Eqm+hRJDu10EFAa6wa+Pv526lWN+9eOoIiYITRYYwel0qLsOV+0tcsY6PS/x9TuRTThIIWMVdXWUXaywVa0ggNB7lH7mZnpWiWowhpDDGl4CHGkwPlBYzyQW0DPLSS32dJzUNu1vGpTtWVq9K/jeDA88+yxz61cB6NQOYBevMNY5x1O5w2y5DXY138r1ap5xuYTes7hkX6MSxqQzGs+lzgFQaDd4vKQRyqMEqsbF6RxIFakKLFYJI4EQLmNBAvymUmTp7h/FkzpVo0PPSMDkD0+kuThuYoQ2lgmLuTGm+wNqhsMn1QKTQ8VRXvWRQC9rgmIz8HJcdsu8STzGGW+Tf33tP/Aq5SSPV2aJ+keTuSskDL0gc6hShzhERiHdYevKVEowECVQPeL0LgSCL9oJwIpBBWVjHyA5WLmV1/z2VVJj99HyTtEI17h14VleiAMqZg6EyTO1ccSUTxC7CKNGX6rIWOWKtUihZTDqF2nqSQzrrDWKdDo8iIImYiIS60nYGzTCNJ6mU21tkIo9vrv3m1zWdaxBFoTFZGqMsWEsSALXRR7r4DvYmJ7EOvZ+FrYqBL5NZiq5lm4IhACjnwB21m8OZcOiIwaMtsbR4mFmoDGCPyQerusyGAwIggDDTPDF9HN0hi7Ndn2Nb/f4jgZ+305MVWElpq7eTyZdkT2a2TR5maJmtEgFA77vqs+t15/jcb1ARhlDF5fRByEylWPQ1jHSPr3cedr9YcP0oStjSirUlTxCmEQyppVe4mPu/Xy0nscMjiFlHzWXQleHFR3VGEUIzhNjxgMmtq4DAs1aRXffgS0jwnaOqfk9hChkpYfXWcPJV9EqDrUPn8OWET1TJ05JDjTP8brHPsFUd4l9lRozuSQXuGvZdDsJwNv1vQBYygJtJYfhJovUNgoc7yRZB2VlE1N2uSpHiVEYT6/Q27DxaGFrLhmZR/ezeFKnELQYaw5z9mMNpmyODC5zTp3m1zK/hCJ0GkoHH8mKVtmej248jipj6l1Bf5ja2q4+TRgmpnFe8Thj7ULzkuAuQBBO841gElXEDEKL5cxFRlouIlDotJNFtGSU+Pnp7+VQ/TxvUJIAcxRorIsioe/RM3XWYpNM2GYg28OsC5vG4mE2Tr2VI9EF/l357USZDKGiEvvngIizBx7GUXK4L/OxZqTJZDfkanUckLSGriyZSRFGDqaax9VcVrXTrEYmtXTM3KNJJcrexl4ULeCIdw5PNblYFQRGlvW8w6iySOqqh6/4NOxliDs8kzpNJlap1NZ5vKQisAnLOrEqkCggBGo/QywDCsYYg6TlLamOQW0ob5PpiFBAjI8duOi6gROkKZZMVjPjPLy2zquXV3lkbJxfOZ7k42uBzUDW8NMWsWIzqVS4IPaQEgM+2v0/ebv6dU7mp3lq7T14jWQdbOQKWEFASabRYgWkTzM06UUNwjhES+VQtEVi6ZJRqwyQLDoxQqTw1DjhyyLLiFZhcNcoP+eepFT8ZzxyDG5evMBXNImrCgrWXWwNUrSqSbVSRa/TNTrEvSJXzSWK7Rzjfokb+iLX1RLPOKtkKilUvc09ikdvWIVTaFuoMqIRZbBaAf8p+h7m6us8plmEIkZVqziKIC0tPGkQSoNzjKHmZzBueSfCcPHqCkFgkR5PyIQ9ligA4mQNlvs9lCgiIy36+MxsTWP6RXpTe0A5jD9IgP/lu3Z1zUMInVSYozWsBOwOvv0w/R0N/KXsfuYmbqXol0EJEU4apESRddqORV66tLQOwTD32Ik0fkLYpPURDOUiac8jysf4bQNFlYxPn2W6naSv9aVPIPu4XpG2lkLBIJYR5+tppLiEde04PbXOIHOURsHGMRLlEwy3aJ9BYMUDRjcXaGZCLG2T/VcfIza/ghdnKE1M0FBSFOgjoxaZ8gjF9+9HhhJzuHu3k9Y5+rlHGV+9zhdmHqIzUmCXTNhB18ghw/uRIsRuJKxUE8s01RKhphGV91EtniCIVdCgENe4zAQvRscBmCwuIUOFTlAnb4ygRRbWoMyCqDAS1uiM7iYG5EDhYlXlqLzMBWM3f+uFq0hifEJ6UqenJQAUKYJ6tEQ6aPLqZ8v04itIEVKb/QzdroaIdCbjTV6w5lF7EUYcoZ1t8OTmXq5HJRpKhm/oOp7eZdJPI32NdruEbbe4Plqkp1p84MqHeWf7JLEUGEFMgyxtJWGvNXKkuh1S2QENtUUKi/b1m6idez0vmmVSU4u4tZCVyjgQsm6+QJy7CQBL7jS3N6TBeD+insqS9nvow8JvXm0NKX0mjVsBuDq6RKbd5qff4/CxV4Ea9ulvJPNwVJ7Gjjyu5fP0xAqdVIZxsUjxeqJgrqWuYndqPJc6y34XSoMtvl7SqKsx98SQ8gbbFSVDr0Iku4ylpmmILr6SuBwuD7O2qkUFDQOJx8xgF7bpYAdp0mWbMDbRog7/6tENfvx0l69MZIjVHD0jJr+5SWzZBJbFvXfdx4vtw9R1m0PKNc6lJ/lU7W2YnkOkJ/K8lStRbG5AbG9HqzzhABH9sM+imkLFo63OUwqgKSLebDyLJmzCeI1QbpArFBn9RyeovG6Wj+YOsRDO4e2JyHstnho2RS+nj4KAG0EBiwGq1mDD3GIrUOmrA6a6o6TjLBesOj84arKidJk+cAehVWNGX6CrxMRIfAakwg4rURmlBVIJKdZ9rq9mCYWHLXIIIRAIVqMMGhEdkcxP3h8jlhIljlDiCLvkYVgBTqmfuGGt5N3PNpe59YXncKWJFDDdGENEI0SpDBvqgMGwKOLLd+2qag/DKJJOZfm6u8qVdw/Y9eq3fwvo983HdzTwz42Pc0y/m0q/TKSGTNxzArvfp5HXQQgKcYqm2sFsJEKlS4M3xD10oSHEZfJ+hzDTQwSJb3rDsnlwkPRKDaWkq9QwulV0u4ciNGJCmt0cjSfm6egdevbNDEZVYqEyoUYMhI8h8wyigAVFwZA+lc017n71OykpLs+Pf532TBshLJxMhraeJi97SKAwPoZedsi/cx5DUQhVlSdLE4h+xCde/35u7N3PJ7kfTyRM3BzkcewDBFoXNbLxxQCFFjVy+PEA5fj3Y0zfRZ8IT7PI+w2a0uHfDN6KQDIznrhf2l4LQ03OuVU4xYpaYCLaoDVWoW0b5Nxp/DDEFj5j3YO4eoaasYQZWvSVLG01CW4jVOpGilysMpq2eGxug4uv+rsMMtfxYw8tdCmLNjWjwClew2fV+1EXuhQyPseKn+GYtsY1kSbs7mbKKBF2LVrtErh9LufneGDlMU60T/Ov+t/LD33hF/i3q+/m1wf38hHjrXxy5M0MhEmq12W9UKcfdUhJEzHc3fm1o+NwbRp78zrXJ3YjgTOVq9jDNF21v1Madzy9QD7QGJg2TjjAk4J9F1/AqS+hGTezq5eklypdi1x7k5svT/PxE5LA6hH5aTpdl2ymxh2Nk1zPjFFLJfGVcZaoVo6T8TOcc67Scxu0tT67rT76tIsSSv7LqMGYDz/2wioiSpj2ABMIGXUmqWsN1ChxL9wwbAQxSjjcGxl3yXcLeLGHHbgMNJ/ZS1dQFzro6Rneuxjz/mfO08qM4NNk9/XhDtWswd5XHaEq83yJ+3la281H2u9gPqrQCHqEw5ID9cIIua1V1no9xLCjnCB5v/WwweW4yaZdpmGXKAwkuthgNJdCcT0YgvrYnQZCCDKaip0x+L/89/A98SaXJrssypANMWBEkxjKbi63i9wTP0dRxqwZm9wgAc79gyT5YdXYYlVXcQPYc+s7uaJs0FdaaEabtjbAjwzcyGPdzqMEglQzQh3EWBuJhZqVO0kJi3EaRYnQhgw8pWXxRUBLSSMjH6HAvvddZuRADSEFnXIDgHKQYqzXxh22ME3HJlItMn1pDd+q0e8lpOjljF8oPXQ9T9bN4akhW+k2iqHy7R7f0cBfC7bQUJkMq9SNOife/Racbm87oycvXZpqB7Uz9NFJnaLxWwA0lHUqQZ0w1aShJu6Q9mqO/coCqgwgCOhpGxi9Uaru1aRujPTJXz1LX/ERxj7+aNd+hJK84kqg08JjZOBSDzr0FQVNiyhsbXD7g29hPKxiHO9wqG8gMFAUBT+VRxcxsWFRmU78oc6RMpaeBJMlCtXdFpWMhyzpPG4fZpMks0cTHoYzwBsWHu2pDYSAgVXFjwMcPbFA+opky8yT7SaA0RKCtN3ByAUIQ9Id7LDdq4c+xYaaYVKuszRuUEvZaNkxRjrJb8vBPGp6jHPaNazYYmJ0nHVNRSgumszRMNKUIpMofBOG30SqPp6XImNHaIGLriuY8YBrxiHm1HXC20vkJ2M2stc5bKxgqC2C5bfjjs7QbIwS+A7P5w6hxh53LD/NF6Ob+GT7AY6PPMc9ximqooOp+IhYUB5sMOEt8ZnxkNiPSUmLup0nUiR3q19gfNMl22lweSYpeXDwyjqtXBJ8N9d2imS52cTiG+1LNBWUyOf1X/59hDrCoRvXWZmrEIplfjN8NU7QZnbJoNo1WLcTAO61bAqOxwO1J6hbOa7OJH71MZbwj7yHic4uztpXOF1I9lB89voHcbwrjLW6fHSvxafHNN5Uy1FKD9OE1Q6W6pLVC7RlwHwn2YS1ZQlKdo3yF17E6PcQsUcUSFpxnZR0iZ5+muPPPENEYjnUzT5u+wp2XADZpaeVEb5HbCsIIZhNj/JisI9PB28mH6VYvfRF6F8k1DUGhknbSVFobXGxdhHlpUSFMAKR4pR9gxjJsxP76FoKxYEkosfRE3fjFLuAghAZitM5AGIZY436PKEdYMnbz8qhgIzf41zYoGCoiNR9SAQ3t19gFwZ1s8EFfR1FCubjpJBaJNaYv+FSXchz6bmTnNxcptAN2Vv+L9w6+7MIBEUlYMlN3mNpNeB5y8T18iBMcr2t4fqAaLgnwM2ntuWgI2q0yHDO7iOlRDEkQkhU1aE/kqyZXJglTYQrk+quwkp8/9UNk3RjLz0vjaoG+L6/DfxStjD0Apls8i46QYe/jvEdDfwECVMdjXNcdW9guw56IpMocRKoG8gBDDf3EBVZ8e4hlh3Wpc9YvMkgFdDVkyqS1WE1QgMfu7aGZ22ge0VKNFGEROKB56Fr83x86gjzk/XtW3G8PH0RMhGp1MIWsRBISyPdaOLmiyjmKP9bvQmdNMqwIQrZRChDK8X43pntc5UnJtizskXWt/j65J3cXX+WhpslcCzOq9OY0uPFnEnk/kd63rCzD1uskePuo8cIZICmJGzMEzFbaoF0OxHWQNUppuv0hYO0VPphIniB1kHNqPiqS1r0WSoKaikbr9hlX+8G6+T4WDbZgXnGTjJnRstFpCJALSHVHJE00ZQLtKwpTqwni6ndLqHrJfTABSF4uPZHvHfpd3nv6DXSekTDtmkZm8g4xqp+kjAs8IR3kK3mJIiYr1dO8D75YRr5iJ8Jv4sT5U1+6PB/4wPaH3KPcZWb3Rf4B6f+K+9d/hhZarz98ZtpKX1S0mREWcFMrbN27RCysES2XWe9NMZz+/KoEcxuXcSPQ3T/2PDNS8glMjDej5GGyt3r30CLJCODWZ7Y9RS7xCRLDOhiowqJkF3uuDpLV0+Uo9JU0FU4MDgNwNPzU6hxSEmuc31plPHmGGvGFl/KPslIf4Qbi3uY611gsrtJqAn+/ZxGEPe5KXNfckeaypgzR0v0kQj8qTqRMqChRlSdDawlnwf/+EvYQZNAQl/0uPl6lyN/+IdIXae+Pwn8blT7xMqAtJLEf2op0NoNhKozGAw4uGc/OemgojDhZHjj/A9xc/pmAkewlUtYctEv0fZ9lGE2iogDpDPBstXnQDRJP5OlawmKg5iODNlz4gGcXGIRStnFdrOEccg///o/p+lfJJx3+dnw3bw2XScdtjjfa2IIjRFAVceImgP2YzFQB5x0LlDuZ0k7CVOfuSa461SR3EKBL/3nX0FfvEhw4yRLz8PKC5If5T/z91J/gJdNvl/c1PiqkiMUAkUdQe0ljXhacUzV19ADDak7DIad+NpKYtldsBeRQ+tAaAL0CpQS5ZuOXMpask8FwDAT5d9JTWB5VaRnoet9fuM3foOlpUTRR1ET3SiQzicEru3tEK9v5/iOBv568Tk2lSbVOMsNe5Fu0EUVw6JIoU5f8UkFGcI40QZCmgziSda8JnXSjMgaHdtkrnKNoK+R1etcFxX6wsHsN+kMG6O/IaohlGH+rTaPMbLKiepl7sr8IQCxoWAFWQINFASXZaJoBq6NGsXUV5YwMmNce6TIi40RxNBLaufyhFLBd/MUxneCpE51kt3rDZpWntOV3RysJy38lIrOojFGVnQI+jF+bZnYSXz+OousKCVefXQfvgy3zyUN2FSKpIMO+lCoR1OrhJGOHyv0okTw+qklsnaFrJLcR6B4xCP7WK80uSm6wGllhvPu13mYJhfsJItlvJJsUCL1emTqdQBcnjyJFnTwN5KAc7dZoU8RLUwUQU71KPtbOLk8Ga9L03CIxYDFVA2ZPcPc4CJfu2Kx4VdYLhYpig0eXPk6/+P6m6im1vnegz+LkILC0OURxxZWkDB2w5coQZu+CNHRsMqnsGcfwWrs50Zlgko/AfUnDmf57Ye/F90ZoRNssK6vI6IQEUf4wyY0b3rxOd648AkKg3Us8y7M9u9Tu8nGiot8Q9PJyDqqTKKtoxvTpNShD7eWyJput6n2N+iaOsWwhhZmWDjTZp4ki2TRXONOcRRxwOSO8DSFYa2pfHOTZ7e+SCFI3q1UNcaceWrDwm3uZIumtU4dlYqzwTNzN2N7Prc8/xGUYIX7Xoh5/ReeoVYo0D1wgE5qmW76Gp3Ri9x0y2dJldqAIIyWEuAXgsuXL1OcHOVk6Vk2swtUgyKukUezv440DaLptyXPJFaxUiMo2pC9Al45iyYjbgpnqASwmVHIBdCWMY7jYKZNIAAijJTLP/rKP+IPrvwBtxYmicZcXhSzbPQOo5gtno8ipIwZja+j2HcwiDQmNhL5XLU2MOMMy8qAUEaIRQnWLtTC96Hnvhs9/T509+1o1p2sey5fqs3xkPoNfmXiV5i4u0Y26rC2YRMoAwzStESynttIRnyNrG+wurGFFydKbV3pJJ3ezAZGagpN6sSahheXUbQQGUe4sUVBWuhoqEi0YSZgO50E0cPQwjR7eF6NZ599FtM0CcM6up7HLDjYkUmr0+CvY3xHA//U8cMsqzWqcQ6B4FrrGk4x0aS52KGjdil5+jbw61qajJ7ninmVjmJQpU5DuOTGT9MZpFGdkMtWiVtu/yS66KHnEmY7k4kQVohu3Ucpf4pHzaPM+RGjzrXkPsyENdvDTk5fTcg2/rCg1vr1q6SyWfobJqGUKMNpyadMtqSDdJNA00vDLCSLfsvKcNUdQWnH2JGHn7PpqA6u7HK4fpXW+k3oE08BkOYq62oB103hsdN4Jl1M0zcyCKA6bKm4y71Gt5tF9eJtxj9wl8g7o0wXkgClHfQRo/vYUF2mxTo3GGNLD/iXd/4zBjIJWs2OJRbLQNEwhc6tnsb+gkoUfY2aTFwq/a0xNloKlumAlMTDdnVWuoDb79AfbvO/lE2ydd58/QVm9DYRGi9U5nlf/WP867N/Hz8y+cXML2J1srA5SWFYJkKJs2jSI+13aI1Y3HJtka6WKLhwfY4r6xMYsUTb/RDT/hrImNCYpZWbxDVG8e0mMriEubFOtnGZk7+b1Jaf3GhjajPo7sPM33iC33xdhx/fTJ73+VjDjTroQ/0qQ5vvjf+A2cxHWZMe9CXtnMIdtZMAjMWrRIMSSDh4YB49Tiy+W1f38d3KlymKNpk4UeCFzS0WuufQpixUqWDoGUasaV5MJ26pfLpOo3AJbwj8G/Y0V//B96HFAfc8+av88GdimnMzfOX++2hWykjOsHjHvyCV/Q+YRkAZBalmgBDViwmF4Pz586h5k1iJ+ErhScYHFUo/cIi+kchRvaCiRpKJ+ijKRBZFb4MwCd0coR0zKy9jojPRk/RcFRVoDBOl7LQzlETJR65/ki/e+CI/ceIn+MD8naAqxPuz/Fz0dsasLW6YKeLWEjnDxh0YKEoab9HfluWJ/ggV06cXNVCUNLr9EGZcJ99eZGb5BfZef5ZKu4lQx7iwUeLfyu/itwYPYZd82lpMfi2RNSeEmhXjS0kHyVhkMWqliOKYjWEXrhtC0FJCECoZewLdGUMSUhtUhk8T4EQG2TBZ47oCiAhkjGeXEZGPH1kYRp93vesBXNclm3UJwzaGXkDNWTixRbv3p+pXflvGdzTwdwcdavSwMJgejHGlcYXZ2w4CUJAuDa3NnNhNzkx8+DlnFkUofGHyeVZCH11EeIFNaKv0vBS6GxAXG1xUdxEOVAbphP3ZwQTa5Cr69H/kvuIFiqk9bLU1Ul4JTRtQ0RIpL5ouSyLmmWHxrGpbRSoKG9evoqTTREIAEYpIpqXkGCxFWYQKLy9NXZxJNmAtp4t4qsWT9hFua74AQmD7PgNF5cHBM5w3INQTRlQSF6hpidIbiJcBf2aTyuhOSifAbvcK9Y1R1DCmF7UYKE0GxbM4RoHJ3cn7y/tdrpstMt0EcNpRjoaaBb2FOuw/MDdeQUVyTo9oKJL7PJ07Tn83z0016S4fZPmJ76ezViYII5RMHzXWiIbAj7BxB31CwyAWJnVrkUy/RLHd5U51mYFUWeqmeOL8ARbiMnfnLnFrfYHgwh6Wr+0jSxsJOIMBgSkZ69T4Pv2r5LtdmkNELgYqI7FBZ+0Kh3bfhWuFmIMmvnMLipTkYkljok1an8JodhGbXTR7hn4ckbFvYtSb5JYzn+a37z7NP/E3OTV4LbGUPBs5ZL0WmnxpeenY9iXe4PwOS2ZAsxcjMz4PbSWusSlxg36zyMS+PPmSy+7+BFZscsvcbczVEhfAZLzAd3/m95hffBShSirvOYyJTsXdjapo9ESEjYamBQS5REmU7QZRZHDgoTex9PDfI9RUntgj6P6TH0d3XWquS/Gij6Zl2Nq8h83NHyF7cYGBncxBqKdZzxW5cOEC2Cr3t07w2sZdZG4ewxhz8e0KhoxYclXKvQinO8oD8RV03Us2flUnMDyYjdeQUjLej8kO641tpRLLxs4mlp5qxLxYu8i/vPNf8v4D7+ehUhZtoUswkaa9p4IV2dStNOHWZVLuLErvERTzOI2Oytxmcq65rRR216HrN9FTb2H+0u9x/1d+joNnfp1L+T/gq/d+gdwbz2DrBxAyZqN2no9pd3HxUyN8uHacXLcEGJQbi7SNgAaSASEpKdg1kayRda1DTExLDNCFRA0mMI0i/X5SEuZaI0kEidUAU+pkouT5hIjxhIk6zBDTww5BpGMYfRynz4c+9CHe8Y6kObxuFNHyJk5s0+n/L1fPX3qsrjVYFQ0ADvfmOb1ymiOvepC0AtPWKFtag1ajS8dPvlN0Ehb64/99mSOnhuZqx+CJ3u1k+z66G/Lc9Xv5T8EPJ61iTZ+O2aHovIO0pvMhZYOvcIIfvH0PCAiXb+bmWz5Nadi0xOwpnLcj/GHmzVQjQq0U2bh2BTXtEqgJq1eU5P9lx+BCVAZF4YkndloWFO66iw8feogzu5LGZacK+7ipcQGkxA58Ns0su8UyNzTB9cW9nMqcxVYuMjASS2FIKAHwxGMc3DOOBEaUdRQ1ZsRZZ/1GAt6a2+NL0c/SHXkKVXOxZuZZI0claKBaTaba6wRSpSGKWGGatYaLEzrousQ0dMpKzJomedwK+VzOJ5vNcmz9vYhI0rp+B7HcRAiBb9TRpENs2kjADyA9SFw0oUga0Yw3dxMqAWrUYkHLo57v8EznAO+++EccCVdZkzm0cAmp1PCkgaLEqBJ8Q2L5Ma0rIzQzGToiOW9PPE9ZeRS/tcABW2c9V8Xu14jVHGVPoktBJ6hhT30V23kfavpHcLgbunWq3SW8wUf4xTdeYm8pINsfpScPsBb3eJv9UW7Zeo5YTZZXJGLODuc8ZQ641EwhtJh7g8eZqy1zQvsaXivP/jtH0XSdd6w+wA+vvYfKew8w37zABcbRmiUKWxco1Wq4ZQWjmCLUTQIloi8kduRhxSZtz+FCP9m/UTDqRErE3Ngc2WOH+W9vfJife4fK9PQ0IyMj1AwD+9GY++59jitX9pF1sliXn6XnDJvsWC5nRmbo9/ssN9Z4TfMO/v7q+zAmEzAL3DEyDFhOmZT9LorUafijpMyIoDiKNCyKyzUMT6UnYbIbURwkJOg5J+IHPv8DPNF6GgDVjPjewx/k7fNJ6mIYS5SLTYrdiBuTuzktdhELlU5rAU21eXG8QCbIARpHrybJGuVuFysu0MdhpHaekbUn+ZU3avzI34Xpmxr8+OD1pLsHyRx5HkXfy/iaRVj8OK20y/NWl1BoKNooVrSEr2j8Bzy+GibuP99SUAZ9No0uNdFBCokTGUxv7kaoSbE4gNMbWYLYQZo+qlRJxzsWTVNm0ETC4LWok6QdG3363g1SqRTOsE6PrudRsyap2KY9+F/A/5ce9S2flugREnCss5dz6+dwM1n+4f/5LygreZpah0xYpBGsIeMI1UgT9mtkX/8gc+/5XgCsfsgjzVexb7CCEKAKhdubj4GQ2JbHptmjX1cRVsIivdnD7LtjL660uLExDhqorWk8AuiEXC/uNFUo9nWssWrC+N00kZVMhzJUACOuiYeOGJnl+eef327GrJgmv3nwDehumhG5zEYhw2i9hRX4KFJyvpRYBHONJbzmJE/rlxAiRneS3cDGMAAWy4gXnXHy+peILYVj0XPsvmsNXQ2JVz0UO0VqxKO3biMlyMDka1/8LEuixFi4SbqywpHBZS6KSUI00kGaiy0bJ3Rwhyb8mCFoKjFNRaLmFd77z29nZc+nGOjDdMHKWSYnJ+nKTfQgA4pKbFi0W32mUglYBkPgn9kaIZiaAEVwevc8uhLygPE8o8pFpm/UWRAV8rLOqL/FOjn0OCKVyRKYEnMgCa8KlvYcooePlDG7HIevWCdA+qy/cIm10kzSMB3Y3Ur+36nXyB1ocfDML3PLcz/P0Wf+FavaJbrFHD//DolbLvIPGxvM/+BvcLObZdC7yrHHLqHEkq6pgKIS0Wc5LrGgZtjjD2hdTdxlXkbyhqVPs0u5hByU2XWsjGaYpFf7vKb8AH7Q5+bwPM/Ye9Aik0AItG4Pq5S4D4KMw4bwuS4jWqJHB48Pn30f57aO8Ob5z2MxQGQFiqIwvneMnpGQmYnKaAL8QNBu0+928TyPVLtNqrtKKzk9oS65XqgiFIUL1y7BkJCo6eGmtewEKcWjblvYnTUio8Pjg/vQDYNBIY3uZdHDS3y1ukk/aDHTiSkOC6RdiTTCOMQcdsFTzYi7Jx/cXhvLfR8lkBwPVB4oZViZS/ziv3VLAsS491Lc+DyqeYjMhuTuxd10NhqYqo2qOhw887v88lskVyfzfHhtjVs7KZrBG+hdnGPxYgVT3Y0UCg8+pfIv3+VD2MVXfXRyaDMTLNgTfEGEGD0wBnWuXr2K2u1QU/usDDcfrtgrHPYyLK7vxMwubtqEyjixNUAIhWw4rN+vqvjCwFKT+1eGCsCyod9PagwFfhIzNPQCQlNICed/ZfV8K0NYbc7nzyOQHPTmuNFOzDEZSWQ/pqV2mNSTdLpg2BxkE5XRn/xJRt/6HgCcnk+66VP1E82bEmu89/R/RbMiFCFZUzzYGjCYTPFzytu44655VEdn0h5lUXb42oV/i9Ie3e6TujE22K7LY6gFMuURuo06nirwjGQ6NC35/5ibpIG1KnMEQcCzzyYFvqSUyDDGtVPs4zTXMxUaHZORbiI4W5kMF5RJ7um+QCe3gDXMcR6vJiUT0rmEzfuxx8fTD/Mr3MzAMom7ChPWEjKCfKdOdXoGp9In7Glsnc3xuZ/9Q05+4bOsixyT8TprhRRH5RWuGwU01cMNXF5UujiRQ7GQlDQYdzUaiqShxEzlLRRFcPttZX7z+E/xyYO/RKq6ztzcHN2gjjpIQEDoFmvLK+wp5ACIoimEVNi9mmEwXiaUkpVqhf+a/7/5vuwjRKpK6d43sqSWGZVbFKIGayLPSGUUEQ4IdTAHErvvE+6aARnRky0mggL5/Yl5ffnpF4jm78TtJoA/NVSyUX2NXF7wkQcW+K17r/H3fljherlLLs7yi1tFfmPlJGdyD6FkDkIvpDlYpTtszt51TTxdIuMmzXaFXxjfhSslxdV9DPoW9ayOYyVB6EJ1Fs1Q0QyDs83H4J4UTz7+R1gi4Ea6TNZZI9VtIeKYHonl5qZd1vF5kj6+CLkmUzy+cZTXTD/CW2c+Q9jLUB5J5qE8Xaant9FDg6c/9kWq1Soh0Eml2BpmlFhLy6iaQORzRJbLZmGToq7TKY1w/vx5hJOYii8Bv56fZD1rI4Ug022QcZ5BH1RYM+eQSkSqPYt0r3NwAy7nTjPWlxSGjL/uufzm63+Th4+8NzmnGaOqO+mS52qJzE5lbf7TwRlK6UTpvEp0aYoBh6TL1T1bZIMyIJl/IcIZtgYtnPo4n7xTYbWyn5+/GjAehUy875cZEJFCxx54SH0J1bwJJXQZ3VSY2EgA2okE5Vvu5qozgxHHTEYVNH+Z1SsvYMc2oYw4qy5iGDpPlp+kKzWunLu2fd/NQQbTmiEyGwlexCkkMaadyLZrDRXXMNifTqfxvGTPjB8M08r1xCWb1lw64f8C/r/0CN11LuROo6CRjVzMgUIQBcT9AAE01Q7zxRGEWiaQCRPvD8sHCKeIh045bPJQ7XFMLxFYQ1nj9/QSupN8bykKMP2Yg2M2x+7+GsVh/u3e+b1EIibbXCcjbSJNgIBGwWfSugIyxhAqmW6yuaPR69BNDRfUsHTrmDvcOKW6zMzM8OSTTxJFEf0ohkjiWibHjE36qs2F1Czvu5EUOTWMPoviZk5wjlPlLpmoSSwF42PHADCzQ+CPPB56+qvk9QYdI4XfNtjDedrrDkYccuD4zaQqSRbD4tdGUc2Y9/3Uz+LJNGNssb4xhiMGUO2iyx4Z3+W6ruCENqVSUuhuumDRV6CjwGwlcRHcf+zvoCgDVjNXGHMq7No1zL2WEuKYKJ1jEAQcHB0BCWGwh7e88GNku31qRCyl81jhgDu6L9IQDgiN2x5+PSt6kaqsU5V11tU8+bUtwsAnsEzsgaSrmoReG6fXpWPUacYzfPBVxxBKipVL55jYfYxMuwFAeWAQE9No9vEthfdl67y5WuNLi0u8y0+avBxsNfhI9XVc3//9+IvJAm0FG3SG7fR8K0vLCZBRC79fYbK7zlnTxPVn6ay5NLI6GS1hfrOHkr6qmpH8NvR9Wqc/TyBVFENHmuvbcr3Rs6nVapRyaUwRUlMTJXU6GmFeW+Vdez6V7NkYuOybTdyXVkqnb7SxA4enfv/X+Oqv/ZdE7nI5akPgN86dwzpyhGKxSm1uhrVCwOuyKZ7PlqnVarTtJJ6jDIHfKk3xibl7cb0euxubvN74TQKjzoJawWnbZNt9nGyX16au8GBwnmwEk70YX8Q0+iE36j0MO4NiRKhmhKrtFPS7NAT+6ZyNq6n86LAJ1d83fpTn9IjDKEz8rfczu/BlFG0aSUzOvRuAG7lN/vjBPD98vsCewgWYexCx53WEWoytmIReDTsjGd/7KhAmd54qUq2XAI1Sc52JB1/NVWeGmUETVaj0xCLRYIvpmWSOWkofUhLbtnnROIjnJVl4Egsvsihm5/D14UY+NKTqUywmSskxkjia0JN1lcmU6PcT4A+GxRINY9hlzHDpDkuaf7vHdzTwd8Ie6Vgiho95oL+LUzdOEXcTkG+pHeanZlG0MYJhZo8nh5t1hGBdFBnz13nQf4oLYZEoBtMNoGmjDYH/6jBOqvYT8NKHJQr23XUQQ2owWCKFhaHo6FUH04x4a/ppCtkvIKREWUsW0VajTtdKgF4f+ljLQ5dMox9w++2302q1OHfuHJuejwBcU+POfLJY1nIV4lrCBE2tz67RN6MKSbG7QTmssyZyZEcSJmFkEzdMEA/4mZ/85/xU7QqRoxH2NOaDM2zeKCIRzN55B3bRozipM3pinQPvrjMyM4/qZVGE5MRaUoo2196iIkpkAhcjNlClRi6XA2B2bKdt3MxI8tlNVbgnTp5tLD/P2NgYumYQmk2U1iZePgl+T5ZL5BQFYeqM9ibpul0k8NyuQ0ysLqIg6UQWwilhOjYbRhZNxEyywZaawTmZ1MjxnDRaDFfmjtLodvDpkBZr+GKE0bSNW5imtXGVm0dHmFtMWNeBdkQvbFJSfJQIdqciDruSF0dnuGwlOfT/2fkQPzb/vzO7ew/+UhsEtGnj6wkQuC1BN9MB2Ub0K7y6s8WzisvAyNG9oRMYCoV0AuiTe5L0Vs1IrIXQ95mtPclJZTdj/RRyGHgXaoy0bB599FHKmTSmiDijJ0qnaKu8vtSh5g/3aHgOx/ceH4qzQCn7jBbG2H/fdxM21kHGvLh7L4vXk4J7+osv4hw/znhphM9MfYa2aPGOmSqXh12kritJgoGaSs7/nKZx3R3n9iunGc/ZVJU6wch1IgS7z59m15VPkXdjPt/6Sf5TcDsAhxsRLSWxfj9xbhVNdSnua5CdbqO9jPFfGdYA2p1PZPWmicRyGYxqnNdbjKDy0PxbOT1xgUI0j+6+jV2tawD8wgOb/OyDv8CbDp9GCOB1PwNCgKNiaw4ybpCrVrn50DiafQeNlEXLVFG0cXLNs1zQc/RVm139JJc/Hha5O/LAXVSGe2vWzDUOFQ8xOzXJVTmXvG/fxdJVRgt7tss2AETKgJlPfjL5LBLlKfVhFlZ+FM9bRMqYwK8BAk1L1k7aytAVPWT8HVCP///L8bdn3sTPRccAiCzJod5unr7yNHE3Ae3YVqjumkBRRwnjAVJKArGzS7NpVjkcX+GYcoXRm76XlD2JkfEZXy2j28k5rsRDs76VRPN1PQeANZJmIi7hDDd3OIGCPpEmowqmrAHTlUcwvFW6mybpYplafRNvuOjtTLIAVEWAJmh7AXv27CGfz/P444+z0U8EMW2qzBcOUJUrbOSz1Ic+WFd4TL7nzayJPLe1zzIabrGilEgXEsViFRJl4ccDTMfh1e/9x+QKieVhdQa0Fx2skUkyhXGECvP3tqnevMXAv8qV//zfya8n331L+CibZMj8lsbM0WMYsUPGT3YVZ7MJyO+a2KnOOT2a3/785pnXo0jJ3PwbUFWVseokvlmn7S9APAAp2fzqVxkzdRRrWBagKMiUK6zmS8xeOcU/2/2/8VUOolcSUGibO4yxrqc5+v/8OwAGL5nZjqTjptnI9sjFW6RF8p4rs3uJgjojnS7V1ib/5vf/CTdtrtMJmhwuLKN6KmerVc7tSXE2O4Z5JKnHc5+T5b1PfZHJXJZgqYNedVCyO4ruTkPDGLrrDD9NOoqwV2eJ4w06SwmgpXNbhL6NPmx68hLj7zXW2R9d5ZnUHvLmNFJtJLJRHHDo8DzPPfcc7rBOTjFqEUnBj903weGDB9hoJgTgS/mT/OijP8pPP/7TfOTcR+im6oyXRnjD330PP/BLv4YRq/RTOs899xSaEBj9Ps7xW5geHUsqkfo2x3Np8rksXq7ANX8VJaUhNIV2GPE7zSZ7mleY21hiIrrGuszhRV0KvorbeAqre5KymuKef/qDXBgkzzffifBkD6kKvnx5C1VLMX7HOoU9nWFbwmQ8tpK4wPYXkjmqFnNYBBzufokbJG5Xca5H/XW3cOz073Di/CdIBwF9+ry/Os2xj/8wrJ2CW38IyolSNQoOtpoGJMWJcdJLHQrpowiRIVYkmijgT1h88ew6ioyZ7l0DQMZdpJrjXO4Su/Yl8aZT4gyHSoc4MpHj6/Vk7Q96KrdnO6RSswTW5vazROqAcixRoojNhWFxQy1C0zQy6Uni2Gfgr+MHNTQti6Ik85p2MgyUAK/57Wf939HAP3nrh9hd/pcojoY5k+VQbzenV08T9xLgNNM26V3jCKWKF3Vphj10aydf3rcrzCpJalzlljfjONM4BYET9VGdhLXkxscIkPQayWLTtJ2FX1YrZIc57WoIxmSajKbS1lzu7g/wxWVqUY7S1Aybq8tEYxOAwMlnts+h6ipdL0RRFG677TYWFha4ej0xDTOmTjZ7C/s5zY1siUhR6ekmJS1CTVucKxznXvk8s3KFNbWImUoEKlXKJEqOnaDU3oOJr9urmcRbCruP3YwQKiopgpfMU9+mPvqHzB49lLwT0eCiMok9vo/q7mRBlL0EhF8C/unJ8vY1Zko7wPzg/T/FI7f9NFO7X5v8bXqWWB1wdVeBQRrUOOYPzp9nTzxA2iqh2qOdsehPz6ECey+f4qn2PlI3VknPJbtNfcvePn9LdyhWEvPaN5J7KV48Q6RplK0a16WBGUHshey6KYl9XHnsJJ3iOAt+EV+MMVD6rMgfo9XfhZ8NE/YYaoyf2AOaYP/4bt55/73k83n8xQ76eJp0sbR9D3vuuwdFJDEkNTb5SMZlbmMXcbSCHKRRBiBUSX/gcOWrSdOcl4B/4eozKEKylMszOjuBaiby5pT73H33q4iiiOXlZQCqageB5PCBvRw8eJD+8mEafRttME0sYz5z5TP89BM/zVJnidFhZdZcJcu+fbtRdRtpuMT9Ds/PHsQ6dozZyeSencBECMGbyznO5Cqs9Dcx35AkCPzy9TVqYcR7LvwB7zC+xp3NT/N7vJY4jpkKLDaKcG4CSrKMU8qgD7fMCwStOMbKm1xcbm2zfFV1tveqXOx6LFxpUMhZVDIJUGYyGbJ4uNLlBd/BlxHNz13jloPv5NJIm9zmFRany3T0Tb7rzBchPQqv/Rl48Ce35yM1nkNTdHTFZKQ8jn+jTXY+j+Y8AAhSoY51eD9fOLPGTNzCCLeQUZ+gv0Ivn+XD5/8HN99yM5N7Jtk0NzlUOsTRiRwdPyEWbT/DdOcMq2uSwNlxzUWaz+6PfRSQUAgZ3/g6wmzjui6Ok5Ri8fqLBEF9280DkHYTuW1t7iiRb9f4jgZ+gKjlo6QNUnMlRoMyjfom0bAuv5vNoNoWZqzxbO1rfGPrMUz7ZbmOTmLibsYZxMgRbHsyaboOqK5EVV3unJ9gkZh2vcrY+PdgWcnC+uXra3hmkVy8Y74aE2mymsaqUeLBTouVzBUi1cIxstSWF/GDCIRJqrjDjHVDoe2F/O5qjd9PVwg1jU9+9esAFG0D257mkHqdnmYz0HR6psVoOgHA8ePvxBUeVdGgoeW3F5ZbzNKP2jtuLeCWw7cAULuQRUjYf0viItCMLJGRMKyK80Za2aewTkziDQucdRo66de8hmIxUXyV/rDI1RD48xkHM44x45j80IUFgKJS2v/w9j/n9ySZLhW/jNE3mHddRBBQ/cYX0NUQz14HKXk0W+V4NoUtNV775Y8wtr7I+E2JqW1aNpFMnrFv2Oi6TjqdJtAThdNPJXPxQH+RZ0RlWz7mbz8CqNw4dRqnWMZq+djCRmRdzi59Gqszijbc9GUNTJxqGS1noXYld9xxB3HLJ+4GGBMu+dHR7WcqvPa1jF1J3D6RUPl916XgzUKwyOj8Xmgl8+R7KZ49+SxSym1Xj7p5kra00c2A2aPHtoHfzEVUKmPs37+fy5eTbmIuPqahUywWGR0dZRCN8+JT7+RNlXfxW2/4LR5936N8/h2f51df/at88MgHt+9vZGIC39RR3RRaqLGU8fgf//oXGcmWsXydSj9ZC2+p5LlcSFjtDWWTG/0Bv7a4wTureVLdAUf8pyHyWBFjHDt2jHxK49Ovi/noGyXCTpTIHbcdoDHcOFiPVObGM3TrHr0oIUbay/z7v/jCAkor4PvvnNmWWdu2ycYeG/0i9SDNEolrbe+n0vzXN6j8wsMKtl1mtFpF/MQ1+J5Pwh1/F/QdKyI9kShlW3XJdV0QIG4uUTeKmNkPUexs0dt/F1c2uxy2Q5AdlP5pIGb05v28sPECG8oGxjGDWMQcLh3m8EQWLzIJZJoX2zPoqSwf++hniNydjWWx6aNpGoph0c87PHz45xhYCul0GttOspX6/Rv4/ha6vgP82/V64i7f7vEdD/xx20fNGJizCYseHeRprTcAyOQSgE2JLgORp+OdQbN3GP9ASYTx4mAKhMCyJxGah6JHOFkwzTL37imzQEyprdOo/kNA4WeurPCvLy+zoagciqYIBKAp6CMOWd3gIyOvY78fcmks8a1GdYGMY7rtLkJYpMs75RksU6Pd9fnRPz7Ph//4BhfDMruaq6SEz6snEzC/2bS4++LzOMGAhu0yMUyR2338YXokQOLpO+dMZTN8aeV3uBJe2j42M1EFRdJacEFRGNuXBLJ0Y8eC2XX8gwihsW5+g0WRMPncQp3Ma19DoZAIbGFQQCgSx0kWtBCCqt9hJOi+Yvfxnxyjk2XU0KIUuIhYsO/uu7nnG48i+j1ec+YJPHuVnOfzTAivLmZQq6NAjFQsxmZmAJg1FVaGGS+hnjx3oVAgVJP3sVZOZGA+bnC5lAQ9o+YAO2VhOGPUFi9RrlTJkyiIThgQyZBnlZ3dk27HQgiBmjcJ64niDIaBXWMiTXV22FxE0dELBR7UE2UXioDY14m1SaK4xuj8fvrDVpnqIM/FwSLta7Vtxn+g/wKPqwcZbepky9NkxgxKh2pkRpMle9dddxEEO6nBlUolKSMsBHv2JRUqj+/Z8e+PuWPcNX4XOSu3/ZuRyQR0BjJmZmWBYuYQ61ee4L/9yD/lPX88x2EvUcbH0jZOqUxgO5w6dYqfvriIAvzTXaO0h5sfv8JtIAT33nsvVjHPg16PN3tdyCZK+Y2vvZnlYa57QMg9u4og4bNXk2d4KaPHi2I+98wSqib4nluntu9VCEEm7LPQTiyOTacHkSQ1kmdXZpqn9ymMRaNY0zNg7JCtlw9jWGTN1rLEF3uYczmKoy6/nzZR/TpTC09ybriX5/aRYRn1+AIIk7e9/b3Yms3vnPsdXtx8kapTpeyUydo6syWXn3/2f+fT117DiYfeimVZ1Ps7mySllXy2HZs6iQx2cXBdF8saAwR9b8j49R3Slx2uqcGOEfltG9/xwB+1fNS0gT7q4qshs/4Ym6vr9JQ+1UzCYlwjQDNvAtmnNvTrRVHE6mbCdOtDFmtbwzz4dIDlxhhGmX0jaTZ1wcRA8shGk//j0hK/dH2NO1qw0vEx0IhUgTGWQqgKOcNixazw+5UH2ZVaQPeb9LYSkApCH4RFZmSHNR7IOyjNAOP5GunNAZWZAyhC8jP3pNiVN3jkkUd49osuB5avcq46xTd2H2YilUt+rFs8YyY7bc3U5PY5TSdFN2ySKqe3jymqiuoKkIL01Cj6kHlq2ktuJ4Ftz1CtvpG19udoRxYBClm1hLF7N7quk81mUFDIZrKvAPkfaj7NB5rPfNN5UlUFOy6iDONYk/v2MX30CJnagJF2Han6+IVkHh4sZrAOJe+ob9sU7QTsZ8w8C0MmrxkJ08vn88RKooTOzqYRhJyMZjm4P3kfUTMJshXG5vA6SxweHcEdxmnWNq6gKFlUfedZ3K2EpWsFi2gI/P5iBxSBPpIiV03uyxkq36kH7gdFR8oW957fSyB6gGR0fi+dQSJPkVIhFDHPfekJNMPAMiMm2ODZ9DzZeD9CCLL5vUzctYYikvNOTEwwMTGxfV8zQ+UH8Pr7X8/dd9/N3l17v+k7HxkZ2XmuZpO3vetBDj34ffSbNxBRHyeTvAchBG+q5DhVmeTy5ctkP/1RfrC5RF5GePYYdTI8Jw+RmdhLPp8nXZriBxodPtBo4VQSt2AhbbERD0tl6IJ37x1BAo9cTfzXL7l8PrqwSbjc5b5DI2Ssl1mIQMbvEw3bJ4ZjCkjIPDjFP3X+Db/T/XeIENS8xZ831GFBtl2Fo0S1Ac5NFUYyFjUV4sXP0ky1+fK1DofGM+yZGTawj1ZJF/dSypd4y9xb+NzVz/H06tMcLh3ePu+RiSwXtrIMIpOjs6N813d9F30vSeMEUIapqNlslj42IQoeFul0GkUxMc0q/f4NgqCG/nJXjz5syRj8L8b/lxoylkRDxi9UQbsacMDbRaO2RVPtMuYmKYdOSiC0cYQ6yrXFU8RRxNmzZ3mxX+Lj9ftZihP/9UtmmV0A1QowjDJCCFKjLgaCT11Y5T8vbvI23eHFJ1eoFCwEYIYSYyKZxNywMfu/m/wuHux3kdFlGl4ZfeifFsKiMCyhAPAPHpjnH7x6Dx//0B08+388xL/72/ewb98+Tj//DL/0S7/E1772NebmxrhyIsVX995E37AYdXLbvxeF1xGgMl++a/uYZhhoukFxvPiK92VkhwG4m27aPqbrCeNX1RRCCKYmv58o6iJmmlwZd0nf+ZptkC8O/dv5/CvP+/APvp23/uDb/sL5yhjJc1uWRaFQIP+ud6F1Knx97jDqIODFuX2Mmjr7UxaFW6aIFJUblSZZM7nH8fQ4C2qFnjQpmjuMXwqDn3m3zno5Q5E6n4tu4+4jCehFzcQkH99/AIiQ3Qh3yLrqrfNY2QkKYbJMeoGFtjnMZc9bxN2QeBDhL7XRqw5CV3CG2UzFISi7Dz6IFinIqMXuzRPEUZIpMjq/l0DdxU0vNNkKd1Ex85xcOIOCSrqQvM/lYo7RcsK6XTdhoiLcscDuvvvu7c/79+/f/pxOp3n1q1+Nqn7zOu6O45Dyh27PbofU8Vt47Q+9gwd/4J+i6jmmDx/c/u5bKnmemN7HHx29m046S/Dsk/zCL/wC/djkj7iXGMEtt90BQGV0ipjEWrZHj22fozfcy2JXXOZyDnpG58xiG1BQtQT4/8NjVxEx/Ph9c3/qftPRjmuyeMsICAgW21Tfd5hdb0lclVrhmwB/JgH+SWsPQlewDxUZGcr8pp1lYX6G5xYaPLR/hMrsjlKdPpqc+3373ocf+2z0NzhUOrT99yMTOQAylkY1Y1KtVtmz5x6kMuyfm0/WdrFYBCGokSMU+navXduaHAJ/HeNlrp6iXeRg8SCa8jL387dpfEcDf9wLIJbbG06UKZuZwRhaT9JSO4ymEq2eLiTmu2adYOC1OPfoV3nsscfIF0pc33RRjWHGy5Dx7737MJrlYxqJu2N6dzJZk+s+H6wUeOYrN5jM2bx12MBEAPpkMsn5YRvIi6kZrNQeavYVfCNPvpooIYRJKr9j7p2YKfAjr57nlukC2rAEwJ133onv+0xMTPCBD3yA97zne9njJAXjXNkibe0oDmP83fzm2n/BHZl9xbu59eF3se+u+15xbGRYAXTPzfdsH3uJ8b/kg02nD5LL3cbWrGBxziD34Bu3v/uSnz/7sswWAPeuu0jdeeefMUOvHMXMCCAYGxtL3Ck330Zo7+fUxBxBJ+DRfIUHC5nE7M/k+MiDV3nh0Cq2lsxPobqb30i9gR8LP8SkucP4AS5PpimGGco0eNy6jbnRDIqrbzP+vXccA6C2VOe2h95JrEEQd5i95TgjnTSxFHSCFNGQfGlDZhnVPfzFzrZidzLJs9tDtqxXKlQUBRk3Ce3DyGCRXHUUJ5PFye+i0AhYbl9F5JbIR09z+Wfv5W9lH+OGrJAzG0zMJe6O9EvAH+/Ixt69e7eVbqWy48r7y4xCkAT4c4UC2tC1cOw1t/Gjv/3b3PH2h7a/dyxtM2mbXMmVeOBd7+EDH/gAe/fuJWrXOcs8Z6Iqx3YlMmyXMsQyQywd1MLLZDGbKKJsJXlXkyNp6hs9pHBR1RTn2n0WL9QZH3U5MPpKGQJIGS81TIo5sGceveowuJ644cJaohS+GfALXUXYGiIG62ARxdRwDA1HCdm0s5zedQdSwkMHqozMJi4YENz02kTBzuXmuG3kNoBXAP/RieRe946kt+djfPxm4mFnP6OUyOdLFtYSQ0+DO1SO9iSdzjmkjF7h45/LzfHhN32Ymyo7ROzbNb6jgT9qDRtCZIbsb08imFN+labaYSSVTEB6uLFI0ecQSoEvffwTLC0tcccdd0AcoA9BRNfzqGqKwoyFxMMYAv/Ro4lwvyswOP21Rdr9kF8fqRAv75hoxkRyjYKx4155fPcbiXNJ1UljGARW0FCUbz4tU1NT/ON//I95//vfz+joKIpicGJ42hx1THMHBExHYyAzpAvmK85xxzvfx9Sho684duSev8XkoX2M7t63feylfQmquhN8m5r6AQCEr2Ad2FkAfx7w/8+OdDZFMZpP3jtw/ol1jFDHGgx45MSddBWVB4vD1EzdxdclOWsHCAtjo7SmXP5g7tWMDY+/FHs41LXQAouu1Lhp72yiWLI7fvqRXaMoWo7Vy+egHdMbdri6820PkltzGEQGhuoTymEWSn4YO7ncQPZD9OH82ukMCLGtAAAqc7Mgu0kPhmiZ0T3J+50cT1wx/2zzo3xo7T/yPeofMgj6/Kr6Fr5r9Kco1z3GD84M3+lx4kigRjtMNFGAGbLZLIax0zHqLzOqioIahpQPHvqm3xNC8KHJMm8sZ3lnNc/o6CjveMc7KNz6Vp4Iplh15sgOg/da2iImRyjHUV4W0L/9nTfziBZw6xuSa90+W4BQcrJ/B7qW5WefvobSj/i7d+/6M+8hU0yeseQ1KTtljOkM/o02Mpbb8/jNXD2ww/pTN+2skbwjWHeynE0fYDxns380jW7pKFoW3R6nMr2jvD549IMcKx97havn4FgWTRHsHdlZ2449QzQskKgPC9FNDmMqiwwJ55DxW/Yk0ZBRvNzV89c5vv02xP8Pjbg9zMAZTvbI7mmui+sYUqetdckZOQAyE0V4po8Qglz1DpbVc5i6ztEjR/lqPNgGfiEEtj1Js/UckAR3AUqVFBcEbF5p8BQeH9s/iXGmRuqOUbqPrSAsFa2YaP28lQEaANTK8xzc9WmaTw3w28lUKPJ/rs2aab4SyOfze6i2Viiyta2QADLFpExCrur8yVP8qbH7+N3sPn73K479ScYPUCo+gG3PEBm9V/jyS6XE1fOtAr+TMTBa48zPzyNjyYtfXmR00qZa2+Dy5Aw6cG9+B/iBVwQr7WyKifQ6q4UpKlai5F8C/jc2cjyLwqVohIf2JovemEzTfXyFrd8+Q+4tu3ELM7Q3LxHVPJreJoYzRqZUQFvysLUBVqwSF5PrvcQs+y8mqXbG+JA8qCr3f/cPMvEyhVg+cRtcOkMcLhHLQZLRAxw6eIwXvniMbqHM6fHDfNl2WbKqtMMsB7QXMZ+dxEgl85xK7eLMbx7m2Ot2gP+l57Osbw5232wctS2qn/40mZ/8yb/wu98/Ueb7J8qvODZaLnI2qvKqsR3AUlI6teCHACi+DPj37i6y96dftf3vt+2t8j8+f4mzwfv4galJ/vhzlzEsjXcdHf8zr1+ZLMF5qHQ3UBUVYyZL94lVgtUuUc1DSWko5jdfP1rOJO4FmLt3CMPMSImzYp5uzeJ9t1a3Zfr2t38Qt5B5xe+Pjxznt97wW684Zhsq/+Vvn2C+urNGHGeaQfqzmL0x9HRyvFpNFMjin2T81k787eWunr/O8R0N/C8x/pdcPaqhsZBeZ641ThePRx99lHvuuYfcbBW4BjLmtnffw0c/v4rdbBOHEogw7B3QtKwJNje/CLANsEII+q7GRDvk52dGGDnbJHXbCJnXTNN9bAVjIo14aXOVkUWXAwJhktM07rvtQ3z269fxhi0TXyrJ/Jcduewt/Cj/CltzUJTv3z4+c7jE+3/6Dty/gAn9eUMbtnl8+a5KIRQO7P+/tkvRvjQmJibYu3fvdgmGv+xwMgbhIML3QpYvNmhtetz+gwcZvbDBdeD2lEFKG+6KHQJ//mWMH+B1na/wQP6PyJT+PZCkAQpF4VI8A8AT0V5+bHeioHJv3oWaNWk9ch3v0tMcGL2FJ9afJ6j1afVXKE0NewbUkyCd1S8jZhLgVVI6Qlfwr7dATQK7L41b3vjWV9xTYV9yntg/B8DY/LCMQs5l9u9/nlTO5A5F8OpTz/HE6R+jVL5BGBi09X+yfQ4pJWEQbKd7vjTe/e53f9Nsqb9omPk8bqeLc8st39Lvy+nkfl7OdhVHJ5C7hp//fIg5MZpFMVVOrwg+tmQSrXu8+c4pDO3PXgMTu8bgfEx62OHLnE5k07/eIqx7fyHbB8i+aRcyiBHqzjsbz6X4xiULiHnNgR12f8c77v4zzvBnj3v3vFIhqqqDGGbzGJlERnVdR1EU1qIyiB3G/1LsMPnOK+X5r2v8/xXwA2yVu8y1IDbhS1/6EhMTE0zNjKGG5xAy4mrtGkII4sVznPpyUgrZsHcE6uWTZLzMpVKezpI/E6Je62EfLpF7624QibVh7s5tf08IlZTo08AkpxuM730vvvGPkcqr0MPLGOJbm/hs9iamuI5r7X/FcaGI7R2738rYdvVor0yRy+WOk8sdf8Uxy7J43/ve9y1fyxlaZv22z4tfXiSVNdh1U5nZYJrHPcmDIztBY9cYAr/5yveV9TRs/yK5ys4CVkyTVj9ZZEZ5mtJwN61QFTIPTGIfLtH4xEWmr0Skx74HEUMnrDN706sB6KoGTr+A1nUoHR762oVAzVuE6z300RTizwErgGw5uZfIv4hmGJSmZrb/9vK5mTl0E5/7/YeprZ0iIObE6A67D4NEljX9lZkutm3zVxm5d7wDfXQUfWzsW/r9xDBweXh8x8pTbO0l9zhC//PfixCC6kiK1bUOv/boVYSAn7h395/7/bn53Rz47c8zrSfFCNW8iZI2GFxvEdU89DH3z/3tS0Mv/2nLdySbPEPG0jgx+21k3PmIYHUL3dlZk5Zl0ev1ht6D5LqvwBSj+KdO89cxvrN9/G0fxdFeIXzxRAIuuWqRYrHIxz72MXpBgBW2UOhw8uRJDu4/hBKrPPq7/x3gFYz/pZROANPYSbBNj7qoMZi7cxTesxehJDnV1R8/TvreV5rnKRJ/ZN40QVFwJkOEYqCmH0ZTvzVfra7ncN0D2PbUX/zlv8TYdvWof/Gi+qsOewj8yxeb3Dhd4+C946iqwsxoYho/WNwBl9SwWXzOzL3iHMHWg5x+/rVYmZ0505wE9KWMuXffnwY4vWRT+juHSb9lF6lhnZRO0OTQ/ScAiEerVF94P/nnbmPq8PzOeYd+/pfcPH/ecPMFFFUDfKq75lG1P59v3XzgJtZq49Rqk0zsmd4+HvlJhsifZPx/1WFMTJB/97u/5d/PV9N8/EN38rqDO6mhQhEojobi6H+hNXLzVB7Zj1i/1GDPbJ6x3J+vyCYqU9xceOL/be/ug+SqyjyOf3/d092Z98xrkslMMpPM5I1kksAEELKYBKMjJhG0jCBEVqqW/QMtoLQs2f1jFcvS2j9cd5XF4kWlWHBLBJVdsYSK+FKWAhNFBRGhQpxkQ0iiRAKSDJN59o97e6Z7XpPOTPf07edTNTXTJ/dOn6cy/fTp55x7Lg1bg+QoiVR7DQMvvcbgsZPEcxzgzA+vDt6yoplEfBpTYvdxXtp4y/A2LjBS3kmP/iGoHMRi4QaNeRrxRzrxV71tAXU7s9cyV3c18VD9bgaWlLFz504GBgZ44IEHqOQ1TlQdYnBwkEs2X0LHus28dSLYtTBVMfLHOCd8d5biWTPw5d2NVF3UQsOulVmjv1gyPlzmGe5XLBi91SeD5LTmiu1gQ6AY0gC5Wrv2TlYsvzXn88czvJyzbPyLYqZTesTf98hLxOJi1cYgSV/d0sAd57TTVTnywq5MVNJa1crKhuxPOD0Xbqan7Z1ZE+SpuiApHbFq/q4r+yN5miRqL1rI7lcf5Ykj3+dYfIiqucGLtHH9GpJ7jqLfHySRcVV1urSQXtEzEcVi1DQFz9uybMWkx67duoGklRG3GC0rR97EBweC1UdlOU7izqTzFtcN3zwoLVaRmLTMk7YtnG/RKePmS8Yu4cyUKktx6Q3Xsetd/zDcllxcE6zMOmXDK63O1MLwU8vWVfOnOPIMf2/rlSxZdtPw3jswssosc45OijFnThuxWDnx+Nl9gjtdkU78iXmVlK/I/ui2tKGTO+c9SFPzfJqbm9m+fTv9/f1Yx2HemHuMrq4umpub2Xr9VaDwpudVY0f8yUQjyqjHJ5oqmLtjKbHU1H/slbFgCV19WK5Yv/oSkifDbVzL3prwvKnMSc0nmZzey/zyOeJPJ/7Xjp6g87xmKmuDF0djsowdzXOzjo0pxg/e/wN2LN2R1b70/BVs+lBvVltLuNrodcrpaZ98RFXV0sa+15+hadHIG8ryTedz8plvc/z/fpE1gk1P8CamGPED1DYHSSU9sTuRVFU5XVbHklN1xFMjZZ3BcL39bEz844nXJIlXTd3XS9sbIC6qalP0Lp96Ser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      "metadata": {
@@ -421,7 +421,7 @@
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   {
    "cell_type": "code",
-   "execution_count": 75,
+   "execution_count": 12,
    "metadata": {
     "scrolled": true
    },
@@ -430,7 +430,7 @@
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      "data": {
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+   "execution_count": 13,
    "metadata": {
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    },
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      },
      "metadata": {
@@ -575,14 +575,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 77,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
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      },
      "metadata": {}
@@ -623,15 +623,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 78,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
       "needs_background": "light"
@@ -639,7 +639,7 @@
     }
    ],
    "source": [
-    "plt.ylabel(\"TBD°\")\n",
+    "plt.ylabel(\"Surface Solar Radiation\")\n",
     "plt.xlabel(\"Days\")\n",
     "\n",
     "for i in range(NUMBER_TORNADOS):\n",
@@ -656,15 +656,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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      },
      "metadata": {
       "needs_background": "light"
@@ -672,7 +672,7 @@
     }
    ],
    "source": [
-    "plt.ylabel(\"TBD°\")\n",
+    "plt.ylabel(\"Surface Solar Radiation\")\n",
     "plt.xlabel(\"Days\")\n",
     "\n",
     "for i in range(NUMBER_TORNADOS):\n",
@@ -689,14 +689,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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B9Uqp64P2Twh62ceB983HTwIXiIhHRKYD1cAKm+ehSSLLtzRz3Owyjp1dxm3/25wRwmrjga6+QXoH/GE9hZI8t61E8/qatoj5BIvppV7cWY5AFVA07l1mlKGedEDFPs/NqfTFZBSsUFOki2Z+ttG8Z8dbaOseoLt/cJ/wERgNbOnwFLJdDiYVhu5PGMnUkly2NXUleVXxEckofBaoDd6hlBpQSn0WONbGsY8CLgZOHFF++hsRWSMiq4ETgGvNY68FHgXWAf8BrlBK6VhFmqlr62FrYydHTC/hm6fOYW9XP3e9ujXdyxoXWBf8kkjhIxsXt917u5lqQ3LC6RAq87OpMUs5I1HX1sOKrc18+ogp+2j4gGEUdrd0204Mb6rvoDDXFagOCkV+DPpHNW1Dw3VGUup1p94oNHQwo9QbGG4UjakleezIUKMQVvtIKbXLemwmgycHvb472oGVUq8ROsz0TIT3/Bz4ebRja1LH8i1GMmzJjBIWVBXw0QWV3PXqFi5ZOi3sHa7GHo1mviBc+KjE66azb5Ce/sGwFS2dvQO09w5QEeKOORSV+dnUtkU3Crv2GhesAyaE9kCsuPimunYOnRpdeXVzfTvV5d6I6qCx6B/VBA3XGUmp1xOzwuxo2VTXwaFTi6K/0GRqcS5/b+uJ+LtNF1H7FETkp8Bq4CaMpPDvgd8leV2aDOHNrc34PFmB8MTXT5lNd/8gt720Oc0rG/tYlUWRwkdAxLyCdYGvzLdnFCoKsqmzYRRqQjSGBTPHNAp2ks1KKTbWdUQVgRtSSh2IeszaCOsrNcNHqZK66OobYHdLd8R8yUimlhoztHc0Z563YKd57VPATKXU8UqpE8ztxGQvTJMZLN/SxGHTiwMhhFnlPj5xSBV/Xr49oD2jiQ+rsihUSaqx3/AgIpWl1rXGZhQq8z3UtvZEnepWG+W4kwpz8HqybOUVGjv6aO3uZ3aEyiOI3VNwCCGT62UplrrYYlYRhZPvCIUV7tvWmHnJZjtG4X2gMMnr0GQg9W09bGnoZMmM4eGBa06uRinFTS9qb2E0WB5ASV7o8JHlQTRGKEu1PAW74aOK/Gx6B/xRL5i1rT1kuxyBC/VIRITZFV5bnsKm+uhJZojRKLR0U+bz4HLuewlLtdSFVXkUi6cwrcTwFLZnYF7BjlH4JfCOiDwrIk9aW7IXpkk/b25tBuCI6cMbcqqKcvnMEVN5dOXOjLzTGSs0dfSR63aS4w4dU7Yjihdr+MiKwUfLK9SYw2si5QDmVOazsa49qtdhlaNG6lGAoUSzHaNQ29YzTAgvmIDURQqNgtMhTDUv9HYoyHVRkONie3Pm/f/YMQr3A78GfsVQTuH3Ed+hGRcs39KE15MVslP2qyfMxO108IcXN6VhZeOD5s7Q3cwWgfBRBE+hrrUHX3YWeR5787Is41EbpQKprrWHivzIfQ9zK320dPVTH6UnYFN9O77srIAERThcTge5bqft8NGEMIawLMVdzZvq25lakmtrGFIw00pyM9JTsPOX1KiUuinpK9FkHG9ubWbxtCKyQrjo5b5szlg4gZc+qE/oZ/b0DxpTvYpi/ycbazR29FIcJnQEkOd24s5yRPUU7HoJYISPgKjJ5prWnqjznK0u5w9q2wPHDcWmuo6olUcWdqUualt7OKZ63+lmMFTNlaoGts31Hcwqsx86sphSksd7O1sSv6BRYscovC0iv8RoLgv8lC2xO834pKG9l831HZx3aFXY1xwwIZ+/v70rYlduJNp7+nl4xQ62NHSyramT7U1dgaqXq06cxddPnRPX2q1wRiYPRwcjLBSuugfMQfR5kbuaa9t6Q5ZlhqMi4CmEv2D6/Yq6tn11hUZilaVuqG3juAhy0ZvrOzg5RANcKOwYhfaefjp6B8L+7FIpddE/6Gd7Uxenz6+M+b3TSnJ5Zk0N/YP+kLmRdGHHKBxsfl0StE8BugJpHLPCzCcsiSDwZVWTbKxrj8so3L9sG797biOlXjdTS/I4cmYJ00ryuG/ZNnbtjb+y6QdPvM+Whk4e+uKS6C9OI80RxmdaFHvdERvY6lp7qC4PfcccCneWg5I8d8ScQlNnHwN+FdUDKcpzU+7zREw2N3UYY0Kj5RMs8m0YhVDDdYJxOAypi8YUeArbmzoZ8KuYkswWU0vyGPQrdu/tZlqp/XxEsglrFETkSGC5UuqEFK5HkyEs39JEntvJ/AgXrTlm+GBjbTtLZ9q/MFk8tbqGxVOL+PtXlg7b/9y6WvZ2xRcP3ljXzoNv7sBrM8aeLpRSNHX2BvIG4SjJ84Sd0zzoVzR09MYUPgLDW4gUPqqN0Bg2kjmVvohqqbFW5hTkuNgZpXY/Wg8FQKkvNV3NgfMri655NJKpJWZZalNnRhmFSD7LJRiho0dE5FIRid0/0oxZlm9pYvG04pD5BIsyn4fCXBcb62PT1Qejw/WD2nbOWDhhn+eKct20xFlj/rtnN6AUtPcMZPQMiPbeAfoHVViJC4uSPHfYhGljRy+DfmW7HNWisiA7YqI51OzjcMyt9LGproPBMI1i1gjO2WGmrY2kwMZIzmg9FGDkFVJRfWRVVs0sj/2ibhmFTGtgC/sfr5T6slLqEOBHQBFwn4i8ISK/EJFj9VS08UtjRy+b6js4YkbkRKOIMLvcx8Y45vU+vboWEfjogn2NQkGOi5au2I3CuztbeG5dHdPMf7Zwd9iZQED3KEL1kfV8OPlsOxfHUETzFOpiKHOdXeGjd8DPtjCKn5vq2slzO20ZGLCXU7A8hUjJ7TKvh8b25P/+Nzd0MKkwh1x37J5pmddDrtvJtsYxYhQslFIfKKVuUEqdjpFHeA34JEMDczTjDDv5BIvZlV422KhVH8lTq/dw2LTikP/YRbnuuMJHv3t2A8V5bq4+uRogJReFeGkOdDNHCR95PfT0++nq21f6oSZOo1CZn01TZ19YT6qmtYcsh0RdGwwN3AnX2bypvoNZFT7bSf+CHBedfYMRBwHVtnVT6vVErE4r9RmzKGL9u4yVzfUdzIwjnwDGTdWU4tyMk9CONHntRhH5pIgEpp8ppbqVUs8opa5USi1OzRI1qebNLU3kup0smBR5aAsYeYX2ngHq2uy76hvr2tlU38GZIUJHAEXmsJVwIYlQLNvcyGubG/nq8TOZUmy48pE6gdNNYxSFVAurqzlUWWpdoJs5tiR/pfn6+jC/s9rWHirys0Oqo46kusKLQ8JrIBnT1uxfNC357EghpD0t+85RGEmp10P/YHKlLvzmSNJYzm8kU0ty2T5WwkcYM5I/DrwuIttE5CERuUJEDhaRzKmf0iSc5VuaOXRqka0yuWozVrwhhtGMT723B4cQtoyvMNeNUvYklMFI2v72uQ1MKMjmoiVTbXUCpxu74aPAuYQIhdW2GXf0pRF6HUIRrVehti1645pFtsvJtJK8kCHElq4+Gtp7Y7poWnOgI13MQ43hHEmgqzmJFUi7W7rp6ffHVXlkMa0kjx3NXSkT77NDpJzCLUqpTyulpgFHAo9jjNH8G9CSktVpUk5zZx8b6tpthY5gKIFoN6+glOKpNTUcMb2Ecl/of+xC88JgN9n8wvp63tnRwlUnVZPtcgbCHnZmEaQLK3wUTX7cam4LdS51rT2U+zy2NfwtrBkE4eYqhBpzGYnZFb6QNwWBaWQ2y1HBnv5RTWs3E6MYBUsoL5nJ5ng0j0YypSSXvgG/LTnzVBHxVlAMFgJnm9txGB6ElrkYp6zYOjQ/wQ7FeW7KfB7bQ9w/qG1nS0NnyKoji6Jc40JpJ6/g9yt+9+wGppfmBRrt8txOsl2OlA9aiYXGjj58niw8WZHrNUoihI9q23pirjyCoRxEKE/BGnMZS0PcnEof25o66e4bnqPYFMOISouAfHZPaPnszt4B2nqiz49IhdTFUDnq6DwFIGyiPh1E6lN4HsgH3gWWA79QSq1P0bo0aeLt7XvxZDls5RMsZld4bRuFp1ZHDh1BkKdgwyj8a/UeNtS1c9OFBwfCXdac3kwOH0XTPbIoiRI+mmOz1DOY/Jwssl2OkGWpbT3mmMsYktdzK30oBVc98g5LZpSwaHIB8yYWsLGunRyX0/aISojuKVhNjZOLIk+as5opk9nAtrm+g5I8N0WjGDY1xZTQ3tHUxdKZiVrZ6IhUR7UFOAhjVnIT0CgiDUqpxpSsTJMWdjR3Mbk4Nt2h2RU+HlmxE79fRQxlKKV4enUNS2eWRuyADngKnZHDR4N+xfXPb2RupY8zR5S2lnrdNGZySWpnr63JdbnuLHJczrDho2Orw8tLhENEwk5gi6VxzWLprFI+dtBEVm5r5vl1dQBkOQSX08GscvsjKiG6UqpV0z85yvjRghwXWQ5JbviooWNUoSOAiYU5uJySUfOaI43j/BKAiORjSFwsBa4QkTLgfaXUJalZoiaV7G7ppqrI/p0dGBVI3ZaQXYR/1rV72tjW1MWXjot8S2QZhWg5hbq2HrY3dfHTc+bvc+Ep8XpsTRhLF00dfVEvbBYlXvc+PRftPf109oUeXG+HcL0KsTSuWRTkuLj5QkMNp66th/d2tvDerhZW72rltHmx9bwWRJnTbBmFKVF+dg6HUOpNntSFUorNESro7OJ0CJOLctmRQRLadjoueoEujLnMvUAVoIfzjlN27e3moKrCmN4TqECqbY94oXtqdQ1Oh0S9UPiys3BI9PCRFR4KFeoo9bpZt6ct2tLTRlNnH4smF9p6bUnevl5PLA1moagsyGbVjr377A+UucZ53Ir8bE6dV8mpMRoDC0+WkQ8K5ynsbO7C68miKDf08J9gkil10dDRS2t3/6g9BTDKUjOpgS1Sn8INIvImUAP8BPABfwLmKKUWpGh9mhTS2TtAS1c/k2L0FCxhvEhlqUopnl6zh6NmlUYNmzgcQkGOK2qiuTHCOMsSb2qal+LB71e2cwpgnMvImQqWymm8nkJlfjZ1bfv+fOx0Cyeb/GwXrWE62nea4U07zXClXk/SEs2JqDyymGqWpWbK32qkwPFW4AqgTCl1olLq+2bjWktqlqaJRFtPP0+vrknoH9LuFiN0EEtiEMCX7WJSYU7EZPOa3a3sbO7eJ/YfDqOrOXL4yAoNhKrTL8lz0z+obA2BTzVtPUZjXqRZCsEU57n3SZrHOnFtJBX52fQN+Pf5Gde29kTtFk42kaQudjR3MaXY3t9nqdcTtk9htP83HybUKOTS0TsQUSI9lUTqU7hJKbVSKZW5qmL7KTuauvjEbcu44qFVLN/SnLDj7jYrO6qiVHaEorrCy8a68MJ4T62uIcshnDrPnq5+Ya4revioM3wDWKD6JAO7mq2711LbnoJhFIIvZIHwUbyegjWWc0QFkjHmMnYZ9ERSkOOirWdfo6CUMo2Cvb/P0hDe4ssbGzj2Ny/xjb+tHtUaN9d34PVkxW2Ug7GE8TJF7kJ3Jo8xVm5r5pzbXg9cFNbXJC5uvmuvEdeMNdEMRrL5w/oOBkJo1gwM+nny3T0cU11KYa69C2FhrjuqKF5TRy85LmfIUZSlgQa2zLj7CsZKGpfY9BRK8tz0Dfrp6B3yempbeyjIcZHtik+XMlxXc21rD5X5sf/+E0k4T6GhvZfeAb9to1DmG5K6aOzo5ZpH3uGSe1awo7mLNbtbRrXGzQ2G5lEiBjlZs50zZTSnNgpjiH++s5tP3/kmBTkunrjiKEq9bj6oTaBRaOnG7XQEGn9iYXaFj75Bf8jSupc2NFDb1sP5h02xfTzDU4hmFMLH5a39mdjAZpWX2ilJhSHjEWzgYh3DOZKApzDCKNS0RtcVSjbhjIJVeVRl21Mwfr73vLaVk69/mafX1HD1SdV8anFV1LnS0dhUF98IzlBUFeUgQsaUpdoyCiLiFJGJIjLF2pK9sKQzmHmx5nAoZdTjX/PXdzl4SiGPf2UpM8q8zK3Mjzj1KlZ27+1mQmF2zLIJMCR3sSlEXuHBN7dT7vNw0gHlto9nRym1oSP8kJpA01cGGgWrkiiW8BEMb2Cri7Ob2aLc50FkePiou2+Q1u7+uENSiSLc9DW75agW1s3NTf/dzKwyL89cdQzXnjKbqqJcWrr645630dbTT317b0LyCWBUXE0syGHHWAkficiVQB3wPPC0uT2V5HUllQ0fvE/TT2ex6/HvQ0dDupcTld89t4GbXtzEeYdW8cDnjwh0UM6t9LGhtj0mNdFIxNOjYDGr3IvIvhVIO5u7eHljAxccNjmmObRFuS66+gYj/uM2dfRRGuZuuzjX8hQyMHxkrsluJ2xJCP0jI8wTf+zf5XRQkje8l2O0yetEUZDjor1nYJ+/6x3NXYjYL4SYN7GAI2eU8LNz5vPol44MlE5bYn/hVGKjkcjKI4upJbljylO4GqMMdZ5SaoG5LUz2wpKJN2uQVYMzqFp9M9wwD568Eho2pHtZYXltUyOHTyvmt+ctHFYVMndCfsQBJ7Gya293zJVHFjluJ1OLc/epQHrkrR0IcP7hsTmXVu4hXGkiYI6zDH1hzXI6KMp1hR1Qk06aOnvN4fL2jORIT2Fg0E9jHGM4R1JZ4BkWPoqncS0ZWF3N7SOSzTuau6jMz7adRynIdfHw5Uu4aMnUYd6vJcQYbwgpOUYhL2MmsNn5q9wJtCZ7IamkbNoCLh+4jvsO/hss+jSsfhRuPRwe/BRsfQUypF7YorGjj6rinH2SWnMrjTufD2pGH0Lq6R+kob2XSYWxVx5ZVFf4hlUg9Q/6+etbuzhhTnnMxsbSPwpXlqqUMjyFCPmP0hRN34qVphh6FGAo92AlqBs6evErRhU+AsMjCA4fDc1nSL+nAPtKXexqjtwxbxdLQbU+zo73bY2dZDmEyXF61aGYVpJLc2dfyKqrVGPHKGwB/ici3xGRr1tbsheWTNxZDirzs1nTWwEfuxGuXQvHfxd2vw33fwzuOA5W/w0G0/8LUsoYzh4q+Tur3IvTIQlJNltNS7E2rgUzp8LH1sbOQMjn+XV1NHb08pklsaegoimltnUPMOBXEaeDRRplmU6aOnqjDtcJJtvlxOvJCiTN4x3DOZKKEfpH8U5ySzRDUhfD836xlKNGwqq8itdT2N7cRVVRTsT55bESmNecASEkO2e1AyOf4Mboara2iIjIZBF5SUTWi8haEbna3F8sIs+LyCbza1HQe74jIptFZIOInBbfKdmjqignUIJJXikc/y249n342B+gvxse/wL84SB4/SboSZ+j1N47QN+AP+QdcbbLyYzSPNYnwFMY6lGI3yjMrvQx6FdsaTDCWQ+9uYNJhTkcN9t+gtkimlKqJXQWKVlb4s1MpdSmjj7b5agWwfpHo5WisJhQkE1LVz89/YYRr23tIT87K2SJbyoJ5Sn09A9S29aTEKNQkufG6RDq2+PzFHY0dSXEYwlmagZJaEf97SulfgwgIj7jWxW+Q2k4A8B1SqlV5nvfNuW4LwVeVEr9SkS+DXwb+JaIHAhcAMwDJgIviMjsZDXPVRXlBmYRB3DlwKGXwsGfhc3Pw7Kb4fkfwMu/gUMvgSO+DIWTk7GcsFgdmZbLO5K5E/J5J4SGTaxYBjLenAIMyV1YksmvbW7kulNm2xrrOJIhTyG0t2YlXSNdXEvzkqd9MxqaO/s4bHps8mHBXc3xKJmGIrhXYWpJnq2JZqkglFEISGbb7GaOhMMhlHk9MY2QDWZHcxcHTR6dEN5ILGOXCb0KdqqP5ovIO8D7wFoReVtE5kV7n1KqRim1ynzcDqwHJmEM67nffNn9wDnm47OBR5RSvUqprRjDfA6P8XxsU1WUQ21bT8hmKxwOmH0aXPoUXP4yzDkdlt9ueA5//xzsXpWsZe1DQMohTJhkbqWPXXu7Rx2L3N3SjUNGd6GZUeolyyFsrGvn4RU7cDqE8w+Lz4gOeQphjIJV1ukLf3Et9Xpo6zE8rUxh0K9o7gpfNRWOkjzPUPiorReXUwIVVvEysqvZ6GZOb+MahDYKO2MsR41Geb4nrvBRa1c/rd39CVuHRZ4nizKfJyO6mu2Ej+4Avq6UmqqUmgpcB9wZy4eIyDTgYOBNoEIpVQOG4QCs2MIkjKS2xS5z38hjXS4iK0VkZUND/OWkVUU5DPpV2JGEASYugnPvgqvfgyVfgY3PwZ0nwL1nwIZ/gz+5F5yAJEKYi5+VbLY7DjMcu/d2U5mfHVPZ6EjcWQ6ml+axZncbf3t7F6ccUEF5nCGOHJcTd5YjbPjIjqcQGMuZQXmFlq4+lLLfuGZRkjc8fFTui6+fJBgrd2DlFWpae5iQ5nwChDYKduco2KXc54kr0TzUK5GXkHUEM7U4M9RS7VwB8pRSL1nfKKX+B9j+iYiIF3gMuEYpFSkjGuovfJ8yIKXUHUqpxUqpxWVlsQ8YsbD0fXbutflLKJwMp/0cvr4OTv05tGyHhy8wqpZW3mPkIZJAY0cUT2FCPsCom9h2tXTHpXk0ktkVPl7Z2EBzZ19cCWYLEaEoN7xSakNHHyJElFAeamDLnLzCkF5TfDkFpVTCwjxWlVFdWw/9ZplruiuPALJdDtxOxz5GIdsVX7d9KMrzs+PyFLabcw+sxHAimVPpY31NG/4E9R3Fi63qIxH5gYhMM7fvYyioRkVEXBgG4UGl1OPm7joRmWA+PwGoN/fvAoJjDVXAHjufEw9WQtWKVdomOx+Wfg2uegfOvRvcefDUtUa/w0u/THgzXEN7L06HBGLsI5lYkI0vO2vUFUi793aPqvLIwupsnlKcy1EzS0d1rEhKqU0dvRTluiNWgJRmoNSFZaBiKUkFw7MY8Buqr3WjlLiw8HmyyHU7qW3tpb69F6XS36MAxg1Bfk7WPkZhik3JbDuU+zw0d/bFHFpMtMcSzEFVhbT3DrA1zSEkO0bhc0AZ8DjwD/PxZdHeJMZv725gvVLq+qCnngSsqW2XAE8E7b9ARDwiMh1jDOgKOycRDxMKcnBIHEbBwumCBefB5f+DS5+GqsPg5V+ZzXBXQcPGhKyzscMY2xguWSsiHFCZP6pehYFBP7VtPaNKMlvMqTSSzZ8+YsqowxuRlFKNHoXIF9ZQmkHpxgplxVp9FKz6asT+R3/xtsZy1rX1UGs2rmVCohmMBrbgPNnOBJWjWlgNbLHeMOxo6qLU68abhAqtBVXGXPQ1u9LbFman+mgvcFUcxz4KuBhYIyLvmvu+C/wKeFREPo9R7vpJ83PWisijwDqMyqUrkinbbfUq7LIbPgqHCEw72tgaNsLyW+Hdh2HV/TD7dDjya8Zzcd7hNHb0RmzQApg7wcfjq3ajlIrrTqq2rYdBv0qIp3Ds7DKuOnEWnzli9PJYhTluPmwIXezW1Nkb9cJaalZsjQdPwXr99qZOuvoGE9ZLYPUqBIb2ZEBOAUz5bNNTUEqxs7mLI2eWJOz4ltRFXVsPE2O4GbJmmCeD6nIv2S4H7+1q4ZyD90mnpoywRkFEblRKXSMi/yJ0bP+sSAdWSr1G6DwBwElh3vNz4OeRjptIqopy4/cUQlE22+hzOOH78NZd8NadcP+ZMOEgWHoVHHi24WHEQIONO+K5lfl09G5n1974Oj4T0aNgkevO4uunzhn1cQCK8lzs3R46fNTY0ce8ifkR35/nduLJcmTM8BIwcgpGLiT28BHA2t1GmDBRsf/KgmxWbG3OGIkLi4IcVyCx3tzZR2ffIJMTkPOyiFfqYntTF4dNK4r+wjjIcjqYP7Egoz2FB8yvv0vFQtJBVVEOb47sVUgE3jI44Ttw9DXw3iPwxq3w2Ofh+R/Cki/DIZcYuQkbNLb3MrM0cl5/7gRT7iLKjORwWIYxEeGjRGLMVOgL6QHZ8aBEzOHtGeUpGLmQWHs3rHNda86dTqSnUN/eQ01rD9kuR6DyJ90U5LjY2mjE1mNVR7VDuSWKF4NR6BvwU9PazZTi5N3FL6gq4OEVOxgY9Ce0YzoWIk1ee9t8uEgp9XLwBixKyeqSTFVRDjWt3fSH6lWIg57+wYBYFmA0wy2+DK5YARf+FYqmwXPfh+sPhGe/By07wx4LgiQuwjSuWcypsDSQ4ks2W2M4Y3GjU0FRrosBvxo2XAagd2CQ9p4BW9LT1tSyTKG5sy8miQsLy7NYW2PcRSbKKFTmG4No1u1pozI/O2GJ3NESPFMhYBQSWPFTkufGIbHpH+1u6cavYEpJ4stRLQ6qKqSn38/mMGHTVGDHFF0SYt+lCV5HWqgqysWv9h1JGA8dvQNcdNebfPQPr+5zEcPhMBrgLnsavviS0RgXaIb7POx5J+QxI0lcBJPnyWJqSW7cZam793ZT6vXEPcUrWRTmGBfCkQ1szTGUdWaep9AXc48CGDmw/OwsdjYbBrx8FLLZwViJ5dW7WjImyQxDOQW/XwUa1xIZPspyOijxemKSz06GxzISK9m8emf6QkhhjYKIXGjmE6aLyJNB20tAU+qWmDysGLrtXoUwtPf089m732Tl9r30DfpDDpoJMOkQOO/uoGa4Z+GO4+G+M2HDf4Y1wwW6mSN07VrMrfSxPs6y1NHMUUgm4bqaLeVTO3fcJSGG3qeTxs7oYa9wWEawKDf+MZwjsaQuOvsGmZAB3cwWBTku/Ao6+gbY0dxFmc9DjjuxNy3lPk9M+kfWEJxk9ChYTC/Jw+fJ4r1dLUn7jGhE8hSWAb8HPjC/Wtt1wOnJX1rysZq1RpNsbuvp57P3rGD1rla+85G5APvMFAhJoBluLZz6M2jeAg+fD7cdASvvhf7ugO6RnYvInMp8tjV20t0Xe8HWrr1dCak8SjTWEJqRDWyNVlmnjZ9LSYjh7emkuTM+TwGGjOBohfCCCfYOEnnc0ZKfbXY1d/UnTB11JBX52THpH+1o7sKTlbgGulA4HML8SQWs2Z2BnoJSartS6n9KqSNH5BRWKaXGzizLCFQWZI+qV6G1u5+L717B+7tbufUzh/DFY2aQ7XIMmykQlewCWHql4Tl84i4jD/HUNXDDfIreup5i2qLmFAAOqPThV7CpPrYQkt+v2NPSQ1WG5RNgqFt5pFGw7vzt/HOWet30DyraetL/J9s/6Kelqz/mclQL632JDPOUeT1YOe9MqTyCoUE7bT397GzuTopRMDwF+0Zhe5NhnEbbfxONhZMLWF/TFve40NFiRxBviYi8JSIdItInIoMikrhp8Wkk0KsQx8Sj1q5+Lr77TdbtaeX2zxzKafMqcTiEWeVee57CSJwuWPhJQ4Dvkqdg0qHMXn8LyzxXMnXZd6FxU8S3xyt30djRS9+gPyM9BWv62sjwUUD3yMbF1fKyMmFWs2Xc4kk0AxSbfRmJ7CXIcjoCP6NMyymAcQOwpzUxw3VGUp6fTVNnb2hRzBAky2MZycJJhfQPKjYkcP56LNhJNN8CXAhsAnKALwA3J3NRqSTeXoWvPvQ2H9S086eLD+XkAysC+2eX+9gUi6cwEhGYfgx85lHuXfRX/uE/muy1j8Iti+GhC2DbayEnw00pziXH5Yy5s3lXS+J6FBKNdWHYJ6fQ0Uu2y0GujRhzSUDqIrV5hWfW1OzTeDfUuBZf+MGqtkp0mMfyEDKlcQ2GfvfratpQioROObMo93lQyt7fhlLKMApJzCdYLDSTze+lqV/BViGsUmoz4FRKDSql7gVOSO6yUsewYTs2UUrx1ra9XLRkKifOrRj2XHWFj9q2nn1GCcbDhsGJ/N7zNeTatXDct2DXCrjvDCMxvebvMDgUEnE6hNmVvpg1kIZ6FJL/xx4rLqcDnycrZPioJM9jq3wy1ND7ZFPf1sNXH1zFx25+jX+9NyTfFaiaittTSHz4CIaMTCaFjwrM0KEVW09W+AiwlWxu7Oijq28wJZ5CVVEORbku1qQp2WzHKHSJiBt4V0R+IyLXEoNKaqZjzVWIRRjLKhUN9U9kDZrZHGNsPxSNVo+CtwxO+K4xNvTMG6Cvw2iGu2kRLLsFegxDcICpshhLUtXqZs7E8BFAYd6++keNndG7vC0CongxdjVbHb7xsNq8wyv1erjy4Xf48b/WBlRIIXaJCwvLw0j0Hf3EwhxcTonbg0kGlqfwvmUUknCHHhjLaSPZbJWjJrPyyEJEWFhVGPg7SjV2jMLFgBP4GtCJoWR6bjIXlUri6VWINA3NUgndUDv65pN9JC5cObD4c3DFW3DBw1A4BZ77niHC99z3OaSwk71d/YH12WF3SxcFOa6kCHwlglBKqU02upkD78+z5LPt/0weX7WLI3/5X77xt/f27TmxwerdrTgE/nXl0Vx21DTufX0bF96xPDA2NVYxPIuDJxeyaHJhoJY9UXz+6Onc9plD45qQlyzy3E6cDmF7Uxdup4MKX+K9GKvXo86Gp7DDlMxOhacAcFBVARvr2uOqJhwtdgTxtpsPu4EfJ3c5qWdIQtt+vDCSUZhUmEOu2xlfsnkEYSUuHA6Y+1Fj270K3rgF3riN87gdt+twdq7LpXyJvQjf7r2Z2aNgUZDjoqV7pFGIrntk4XI6KMp12W5gU0px56tbKcp18fiqXazY2swN5x/EoVOLba95za4Wqst9FOS4+OHH5nHwlCK+/dhqVm7fi9MhcUtJTC7O5Z9XHBXXe6MdN1kib/EiIgH9o6rinKRU/JR6PYjY9BSarNxban5OC6oK8StYu6eVxdPs/+0lgkjNa4+aX9eIyOqRW+qWmFzi6VWIZBQcDqG63BtzaehILImL0mjlqJMOgfPugavfpe/QL3CyYxWH/uccoxlu47NRJ8Pt2tudcZpHwRSZ+kcWSilDITWGUEeJ12O7gW3F1mbW17TxrdPn8tcvHYlfKT75xze4/vmNtqpUlFKs2d3G/ElDd/NnHTSRf15xFDPK8phempf0ksbxQn62cc+arLtzl9NBSZ7bVlnq9uZOKvOzU9b1byWb0xFCiuQpXG1+PTMVC0kXEwqtXgX7yeZo09CqK3y8vHF0w3aGJC5sxp8Lp5B95q85ZfVRfNn3Guc2PwUPfQpKZxvy3QvPB9dwF1wpxe6Wbo6uHt0wnGRSlOtib1A+oK17gP5BFVOyNpau5vuWbaMw18XZiyaR43byzNXH8KMn13LTi5t4ZWMDt3z64Ih3i7VtPTR29Ab+qS1mV/j4z9XH0pOm2vOxiOVRJTNkU+bLtqV/tDNFlUcWFfnZVOR7WJ2GZHOk5jVrjvL2UFvqlphcXE4HEwpyYvYUshxCYZgwwOwKLw3tvWEHxNihMYI3Eoml82bwnboTaL18JXziTsjKhn9dBTfOh//9GjqHFEpauvrp6hvMaE+hMNdNW89A4C7d6maO5edS6vUE3heJ3S3dPLu2lgsOmxKQVMjPdnH9pxZxy6cPZlNdO7/89wcRj2Hd2YWK+xv6RZmhQjoWsBrYEql5NBK7DWxW41oqWVhVyOo0dDZHCh+1i0hbuC2Vi0w2k4piNwqlXk/YMEC1mWyOqbN5BFbtdKw6OeceWkXfgJ+n1zbCwk/Bl16BS/4FEw+G//0CbjgQ/nUNNG4KqKOmKk4aD1ZXs1XiG6j1jyFZW+p1B4xsJP6y3LjXuSjEbOkzF07ktPmVLNvcGHGG7ppdrTgdwoET7OU8NOGxPIVk5jsq8qPrH3X3DVLf3svUVBuFSQVsaegcNoEuFUTyFHxKqXzgRuDbwCSMucnfAn6WktWliFh7FRo7eiOK1M0OGIX48wqx6B4Fs2BSAdXlXv7+tinLLQLTj4XP/A2++qZhKN59CG45jLKnLuVwWU9VYebUp48k0NVsGoV4yjpLvB7aegYilh339A/y8IodnHpgZVgjedTMUvZ29UcUHlyzu9WcoJVZirNjkVSEj8p92TS09zIYwdBbgpmpDB8BLJxcCAyV5aYKOyWppymlblNKtSul2pRStzOOSlLBuFOOpVehoaM3ou7OxIJsvJ6sURmFaHmLcIgI5x1axaodLWwZqclePhfOuhmufR+O/SYFjat41PNT5j51Drz/2LBmuExhSCnV8BBikbiwsF7bHKFX4Yl3d9PS1c+lR00L+5qjZhm5l2WbQ4sEG0nm1n3yCZr4sH73k4uTF94sz/fgV0Ozs0Oxoyn5ktmhWDApPclmO0ZhUEQ+IyJOEXGIyGeAcZUtqyrKwa/sNyw1tEcefCMiVFfEqYFk0tjRi0OIS1Hz4wdPwiHw+KrdoV/gLYcTv8fv5z/Oj/1fwNnXBn//HNx0sDElrjc9miuhsIbL7O20PAVjnGVxDOMsrVBTuLJUpRT3vr6NuZU+jpgevvyvsiCbmWV5vLa5MeTzu1u6ae7sY0FVoe21acJz/uIp/Oa8hfiSmIcJjOWMUJa6PdC4ltqe3eI8N5OLc1I+ntOOUfg08Cmgztw+ae4bNwz1KkQ3Cn6/oqmjL+od/Gg1kBo7einO88TVUFSen80x1WU8vmpXxPj39lbF60VnIV9bCRc8BAVV8Ox3jclwz/0AWsMYlRQSMAqWp9BpjLOMZVRhoKs5jFF4c2szH9S2c9lR06JKZxw1q5QVW5tDepXWP+/CSdpTSARTSnL51OLJSf2MobGc4fMKO5u78HqyAvmtVLJwUmHKZytE/c9SSm1TSp2tlCpVSpUppc5RSm1LwdpSxuRAr0L0vEJLdz8DfhW1+qW6wktTZ1/cmjsN7falHEJx3qFV7Gnt4Y0t4echBXoUHA6YewZ87t/wxf/CrJONhrg/LITHvgg178W9jtFSMCLR3Nge+zjLIaXU0OGj+14fKkONxtKZpXT3D/LuzpZ9nluzuxWXUwIzszWZjx2pi+1NnUwpzk3LqNKFVQXs2tudUu0uO9LZ2SJyhYjcJiL3WFsqFpcqYpmrEKlxLZjZo6xAsjObORKnHFiBLzuLv7+9K+TzfQP+0MN1Jh0Kn7wXrnoXDr8cNjwDfzoW7v8YbHwuajNcosnPzsLpkGGeQqzaQdbrQ8WNd7d089w6owzVTnL4yBklOAReDxFCWrO7ldkVPjxZOsk8VrByg5HKUrenSDI7FHMqjevIlsbOlH2mHR/8AaASOA14GaMCKXOCzgkgll4Fu1VBllGIt7O5sT1yMjsa2S4nZy6cyH/er91Hv0cpxbceW01bzwDHzy4PfYCiqXD6Lw0RvlN+Ao2b4aFPwm1LYNWfoX/0c63tIGL0g1j6R3ZCdyPxerJwZzlCegp/fmMbABcfOdXWsQpyXcyfVMCyD4cbBaUUq3fpJPNYw51lyKDUhWlg8/sVu5q7UyKEFwqrV6MjhUOi7BiFWUqpHwCdSqn7gTOABcldVuqZZLMs1YpLR7uLr8j3kJ8dXwWSUsosex2dauV5h1bR3T/IM2tqhu3/zbMb+Mc7u/nGqbOHzYIISU4hHHW1MRnu43dAlhuevNJohnv5N8Oa4ZJFYe6QUmpjDGJ4FiJCaZ57H938zfXt3Pv6Ns5cODGmBr6lM0t5Z0cLnUHGdmdzN63d/SyYVBjT2jTppyI/O6ynUNvWQ9+gP23aUD5TqDIeYcZ4sWMUrM6JFhGZDxQA05K2ojRRZbOBzW74SESYXeFjYxxqqR29A/TGInERhkOmFDK9NG9YCOmBN7Zx+/8+5NNHTOGKE2bZP1iWGw46H770Knz2SZiwCF76uaHQ+tTXoenDUa01EkW5bvZ29tM7MEhbz0Bc8whKfZ5hieaBQT/X/W01eW4nPzjzwJiOdfSsUgb8ihXbmgP7LN1/7SmMPcoidDWnUjI7FHkZahTuEJEi4PvAk8A64NdJXVUasNur0NDRiyfLEbDgkaiu8LGxvj3mofHxNq6NxOpZWLG1mZ3NXTy3tpYfPrmWkw8o5ydnzYsvcSYCM46Di/5uNMMtOA/eeQBuPhQe/jRsXxZyMtxoKMw1lFIDQ2ri+LmU5LmH5RT+9MoW3tvZwk/PmR9z7mbxtCLcWQ6WBeUVVu9uwe10BMKGmrFDeQT9o3T1KFh4TVHAzkwyCkqpu5RSe5VSryilZiilyoH/pGBtKaWqKAdlo1eh0ZS4sHNBnV3hpaWrn4YYKwfilbgIxccPnoQI/OzpdVz58DssqCrkpgsPjqmkMyzlc+HsW+Ca9+HYb8COZXDvR+DOE+H9xxPWDFdoKqU2BX4usXsKwUqpH9S2ceMLGzljwQTOXDgx5mNlu5wcOqWI14Oa2NbsamXuBB/urAT8XDUppSLfQ0N7b8jy7R3NXTgdwsQ06YPluTPMUxCRI0XkPBEpN79fKCIPAa+lZHUpxG6vQixVQYFkc4wVSHbzFnaYWJjD0pklPLu2jsqCbO6+ZDG57gQP1PFVwInfh2vXwRm/h55W+PtlZjPcbaNuhivKdbG3qy9I4iIOT8FrKKX2Dfi57tH3KMhx8dNz5se9pqNmlbCupo3mzj78fqOTeYHuTxiTlPs8DPjVPmNfwag8mliYjSsRN1Fx4HQIOS5nZiSaReS3wD0YkhZPi8gPgeeBN4Hq1CwvddjtVYjWzRxMtTmaM9Zkc7wSF+H48nEzWTCpgPsvOzxhxwyJOxcO+wJ87S04/0EomATPfgeunwfP/1/czXCFuW56+v0Bgx2Pp1Dm9dA36OfX//mAtXva+Nk5C+LqFrdYaklefNjI9uYu2nsGdD5hjFJu9irUhehV2NHcxdTi9E4f9mZn0dmXOqMQ6ZbxDOBgpVSPmVPYAyxUSm2yc2Czl+FMoF4pNd/c9yPgi4A1bOC7SqlnzOe+A3weQ0LjKqXUs3GcT9xMKMjG6ZConkJjRy8HTymydcwyr4fCXFfMvQoN7fFLXITimOoyjqkuS8ixbOFwwgFnGtuulbDsZmN741aYf64x32HCQtuHszRwNtcbP8d4PQWAu1/byjmLJnL6/MqYjxHMwkkF+DxZvL65CSvqoCuPxiYVQV3NBzKkbru9qZP1e9q4aIm9cuVk4fVk0Z5CTyGSUehWSvUAKKX2isgGuwbB5D7gFuDPI/bfoJT6XfAOETkQuACYB0wEXhCR2UqplGksZTkdVOZnRzQKA4N+mjr7bHsKVgXSpjg8heI8d0bNzI2bqsXwqfth7zZY/kejx2H1X2H6cbD0SqN7Okp+xpK6+LChA0+Wgzx37M1hlv5Ruc/Dj86aF/P7R5LldHDEjGKWfdiI1+PEneUIeIaasUU4/aOfPrUOl1P40nEz0rGsAF5PVsYkmmeKyJPWBkwb8X1ElFKvAM3RXmdyNvCIUqpXKbUV2AwcbvO9CWNycQ7bmsJ3DjZ39qFUbLH+2RVeNtTFVoFkSFwkMcyTDoqmwUd+BV9fByf/GBo3woPn2WqGszyFD+s7bCf5R1Jd4aXU6+HX5y0MyHGPlqNmlbK9qYvn1tVx4IT8tMWdNaPD+n8O1j966YN6Xlhfz1UnVQekMNJFnsdJZ2/qNEgjeQpnj/j+9wn6zK+JyGeBlcB1Sqm9GLMalge9Zpe5bx9E5HLgcoApU/YdhjIaZpR5eXp1DUqpkBceq5a5LIaY9uwKH+09A9S19VJZYO+Pq3GUEhcZTU4hHH0NLPkqrH0clt1iNMO9+FNDVuOwz0PucKVSy1PY09rDQXHG7ScU5PDW905KqH6NJaW9vamL42anMDynSSjZLicFOa7A/3fvwCA//tdaZpTlcdlR09O8OsNT2N2SGgUBiDxk5+VIW5yfdzswE1gE1DBkaEL9p4a8tVZK3aGUWqyUWlxWlth/xBmlebQG1cOPJJ6qoOry2AfuWJPdxjVZbjjoAvjyq/DZJ4wcw0s/MxRan75uWDNcUdCdfTz5BItEC5pVl3sDfwu68mhsU+7zBKQu7n5tK9uauvjhx+ZlRIlxJoWPEo5Sqk4pNaiU8gN3MhQi2gUEa+RWYSS2U8rMciMmHE58KtDN7LXvTs6OsQIpIHExym7mMYMIzDgeLnoMvrocFpxrhJNuPhQe+Qxsf4PCnCGHNp5u5mQhIiydWQIY83Q1Y5fyfKOruba1h1v+u5lTDqzIGO8vz5OVOX0KiUZEJgR9+3HgffPxk8AFIuIRkekYJa8rUrk2gJmlxgX8w/rQ1UJWE1qkUZwjKfF6KPW62VBrzyhYEhfjNnwUifID4OxbjWa4Y66D7a/DvaeTff9pnO1agZPBUetBJZoLDpvCqQdWMLMsvWWLmtFR4cumvq2XXzyzngG/4gdnxCZ9kky82ak1ChG7mETECfxKKfXNWA8sIg8DxwOlIrIL+CFwvIgswggNbQO+BKCUWisij2JIaAwAV6Sy8shiUlEO7ixHWE+hsb2PPLcz5uavOZU+255CIruZxyy+CjjpB3DM14150m/cyh+cN/INKWNX06XQezV4MkNO4siZJRxpeguasUtZvoc9rd3sfq+bq06clfJ5zJHwurPoG/DTN+BPSTgr4ieYF+ZDJY5grFLqQqXUBKWUSylVpZS6Wyl1sVJqgVJqoVLqLKVUTdDrf66UmqmUmqOU+ncc5zJqnA5hekleRE8hnjv4ORX5bKzriDgFLfAZCdI9Ghe48+DwL8KVb/PTvO9SSxFHbvqt2Qz3Q2hLeYRRM06p8GWjFEwqzOErx8cgFJkCUq1/ZMfsvAM8ISIXi8gnrC3ZC0sXM8ryIuQUeuIyCnMrfXT3DwYUFyOR6G7mcYHDybqC4/hk349497S/w8wTYNlNcOMCePxLULsm3SvUjHEsaezvnXEAOXH0wSSTVCul2omDFANNwIlB+xTweFJWlGZmlnl5bl1dSFetsaOP6vLYG5Rmm9OTPqhtZ1pp5NhzYxx5i/2BojyjV8Ez7Qg48hSzGe52WPUArH7ESFYfeSXMOilqM5xGM5IT55bz1JVHMz8Dq8i8mWYUlFKXpWIhmcKMsjwG/YodzZ3MKh8et25o7w1Um8TC7AovIkYFUjR5hUZT4sLqwNUYWA1ngVGcRdPgI7+G478NK++FFXfAg+dC2QGw9Guw4JOQpX+GGns4HZKRBgGGjELGhI/2hxnNwcwsMyuQGoaHkHoHBmnt7o9rRGauO4spxbm2KpAaxpPERQKp8GXjznJQPLIbOafISEhfvRrO+aOhu/TEFUZo6ZXfQpfdpnqNJjOxwkftmWIU2A9mNAczwywt3DLCKASqguIsiZxT4eOD2raorxuXEhcJ4NKjpvHYl5eGnwOR5YZFF8KXX4OL/wkV8+G/PzMmwz39jaROhtNokokvAxPN+8WMZgtftosyn4cPG4ZXIDUGGtfiNAqVPrY1ddHTH7nSNp4ZxPsDBTkuFtiRuBAxEtEXPw5feQPmfQJW3T/UDLfjzeQvVqNJIIFEc4qUUvWM5hDMLMtjywijYHc2czjmVPoY9Kt9jM1IxrXuUaqpOBDOuRWuWWOEmLa9BvecCnedDGv/Cf6Ut8JoNDHjTfH0tVhmNP+AoRnNv0nqqtLMjDIvHzZ0DlM2Hepmju+CPdesQIqUV1BKmbpHuvIoofgq4aT/MxRaP/o76GyEv11iTIZb/kfojW3ehUaTSvI8RolsqpRSY5nR/LI1o1kp9cdULC5dzCzz7iOM1xhoKovvgj2tJA+30xHRKFgSFzp8lCSCmuH41AOGsfjPt+CGA+GFH0FbTdRDaDSpJsvpINvloKO3P/qLE/F54Z4Qka9HeqNS6vrELyczCCSbGzsDqpwNHb0U5LjwZMXX2JLldDCz3MsHEYyCpdKojUKScTjhwLOMbecKYyrc638wZLwXnGdMhquMf36zRpNovB4XHRngKfiibOOWUMJ4iQjrzI2igfT65iYAFk0pHNXnaGJg8uFw/gNw5SpY/DlY9yT88Sj48zmw+QWIYTiSRpMsvB5n+pvXlFI/TskKMpBQwniJSADPqfTxj3d209rVT4E5TSyYF9bXMb00L9AroUkhxdPho7+BE75jNMO9+Sf4y7lQPg+OvMLwIHQznCZNeLNTN1PBTvNalYj8Q0TqRaRORB4TkapULC5dhBLGa2jvpcw3urF8c6xkcwhvoaN3gDe3NHPS3PJRfYZmlFjNcNesgXNuN/Y98VWzGe53uhlOkxby3KmTz7ZTfXQvRtXRRIwRmf8y941rZpYPF8ZraO+Nu0fBYk6FVYG0bxPbqxsb6Bv0c9IBFaP6DE2CyHLDok/DV16Hix6Hinnw358azXDPfBOat6R7hZr9CK8nK6P6FMqUUvcqpQbM7T4gM0YSJZEZpV52NHfRN+Cnq2+Azr7BUYvUTSjIxpe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      },
      "metadata": {
@@ -807,14 +807,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {}
@@ -855,14 +855,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 82,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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Ls9nENC90lUrHo3L3GL4VKCCn9z3M0Xu/TySRpDQ3g38Ri+iFolqtAmBZ1nMceXHs378fANd1l/3oAG7eoHr/BNJ7YS7cI+Nz/PU9R+ioGFjGCxvbxdBoNLj33nuf9s6fDeeea29ijkqoH8ULkdRfnIaRLxkiAEhc3YXWGqX87SH8ksXp0qMk8/NIp0m/l8P3Hb750CwnD8/yrfFNuL5PXN/Af/o/H6Q4m0eRIHEu0PiMWqANT58tL39WnJ5a+q66/Nm0aUPtu9Rqd11w/u995wSHj8xz64kZKneOonfGCe/Mst84i2MFpOP7PsPDw6xbt461a4M6gEKt9pwVxRMTE9x///1s3bqV3bt3A5BMJqnX67SuWv1jpZBKKak9PI3p1xgp34MvfSAF84E22nA9/uDsFJ+Zyj/zRXyPQiFounbJDdeSTGeIqUkkHme+9wWmPvMJwp887yaSUjI3G8RzCvnnLogrl8tkMpkfOb3W933uvvtuxsbGkEhKaol1qXWUS2U+uP2DFM0i/3r8X5n86Cdp/+xHl4O2hzhE2G5Fd226ml08Ov0of/bYn/Gqb7yKL9n/AniMLTwzEdy57y42ykmmEuufdWwzrMeUOpr6CNnW64DzAWPj8GHu6LuKT136Zk49dvRZn/NcrMmyrAtcS9ZoldqDk5gDBUqz09z76X+ma+Nmrn3nu/Ech1r+WX7L54lzBPZ8BOM5VCoVTpw4weWXX46maeefZ6LKwieOUL13HGus+hxXuThKtQIvk+v4jWMLPPiDgy/oGhfD/fffz969e3niiSd+5HPGxsbQtAitzTKNWJaw0UHWeXHiNS8pIhCaQvq1a3AqBg3XYro5QEwr4bapRDNt7B7NI9B4YCLOdCONqvbwmt9/K6FwmIWxGYSQgAwyiJbQXCaC8znhxelgK+anbgwzZtgURISGEqO+pK2cmK7w2MnAHZU4kscrWaRft4bhsXupqiZhP8zkxD7m5uZoNBqsX78eU4mQiMdxIvHzgeL6Arj2Bc/aaDSW4wJvfOMbl4VhIpGg0WjQunoNC2MjzzsQ2CxMY1UL2KMVnOk6Z2oFPGcYxzdRVZ3mcBBUPV438C2PicazLPTiCJYdBnTW7AmIqnN7Bygp9t/zCGqtScw4L6genyrj2z4ipeOZHmOlpwvXp+IcEfwocF2X2267jf3793PllVeyeutqTGmysSUo4sqYGV6/9vV84eQX8MtnCPkuRw8dQUkoNMNNbD8MWo18JM//2Ps/uG3wNl7d/2pem34ZSqjIyMLTBVM2m6VarTIycxRVSHJbbnjG8Q0dPozdVPl+6GpusfajpRaJyRDVJddK4/HHmU4G27h+10jhPkux2jnBCWDb5+eNVw3+bU1WueMf/g+KqvH63/7wsuX5k4gpncM5InghFsGBAweQUnLdddexevVqhoaGME4VyP/LcYQaiDR34flXzkspaV2yYFd5Ce6dLTzva1wMc3NzHD58GEVROHDgwAUbFRXmpzj9xH0X/B3bfxf3P/gdxsbHOZFrJ+RbIAThOnQkkz+RMf0wXlJEACBkHlWonK0eJew4XPPxL5C9ZA2JxGr6P/tXrMopqCIJuCR6k6zeGlTfTo6N42uBMG2Wg0XmeT5WwyWWClEvWlTzJlLK5UBuYXBs+b5DC0M0Mr9LIfuHFJeySP78ewPoIUEGwdUjTSKbW4hsyHJk9B4aioGCwkOHvri8cI9WI9z01z8gFY/jxZK09K4C34OPXQWPfeyC59y7dy/1ep13vOMdF/jHk8kkUkpS3X2Y9Rq1wvPT8r76yb/mMx/9Gyo/mERqLkPVh1BQsX0TTfE5/tjjAByuNAjvW+DM0adX8C5j7hielKgiiaqqAFz/nrehaZuo1g20Sp2QC816GYBvDQQB4mt3BR097xp+9rE/HyLYv38/J06c4JWvfCWvfe1ryW0O6gbiRuBWmpmZ4bcv+20Avnd1AysUYnZhjuHIMGtDa6ghmE8OYakWm1s2c8/b7+Ej136EazNXI/QCQ/mnNwvLZrNIX5JrzOJLwe49Fw8EStflsVtvRXccRng5EeEwGb2TLW4v5aU4SPPxJ5jOBO/lgd7LqO27eJaTYRhMTU2RXBIoTxXE3lJAe+HQWRbHRnjtb36IVGs72a4eAIqzP7nOly+UCEzT5ODBg2zdupVsNsuGDRsoFAqMffEgWkeM9g/uQoRVnBdABG7ZpKceiEQ90Uml+uMTgZSSe+65h0gkwlvf+lbq9TonTpyPtxQ//SY2f+9tF/xdevc7ecUP3k2rOsxkqoWSGibaAK/0HUaGXpyC1pcWEcweZeHWR7F9n5Hqo7T2r6dj1Wb07gTS8elq3cbbPnYryitP0nlVidn1w8unTpZn8JaI4I7bvgiAuRQfWHd5kJI4fbZEvVRYthiatfNpqdOzT9KItNKMZFmoFbj31Dz7RwpceqnO+wmj+5L064KUwaP5EwiCIOD+hTMMDQ3R1dXF3rE6tufTrBlITYdIDCpTYBRh4cLUzcnJSXp6euju7r7g80QiCC5HW4MxP696gsoUBUfHMrPYZ8oMV8/iuvO0r+vGljYhIZkYCiyMR8aLCNunXjZx/YtbHfmJx/H8OqHQ+cBctr2DuAiykKJL1kBlMdBED4wWkRGV3716LRLYP/7MWq9hGJim+SMTwcmTJ+nr6+O6665DCEFRCWIRiwOLtLS0MDMzQ2e8k9ep17Fvq8L9u1s4nT7N4cRhzjRmAIU+M8uN1o3oik5rtBWANYk1KKEC0xX7oimkSRlhiznGkOghlbl40drUP/0z49EoKbWX+OwuHlJ38obmwygCKguL+M0miwODlNQoO/vSFKJpHnzk4gHjkZHACrzkkkDBeapr5pxFoNYVdr/hbay9LLDSYukM4Vic0uxP3yI4fPgwlmVxzTXXIKWkYz4ouJzvMmj7lUtRkyG0tijuovEcV3o6jCMTdJrB9YRQ2D5TwTbt5zjr2TE4OMjIyAg33ngjl1xyCe3t7ezbt295LrR7szwZ3cNfb/t73rP6z/n51X/O76z6L9ytXcGvmd/k/aO3YYgw8WoE8NjQ/uLsNPjSIYKRH2D/6/sQ3gbGaqO40mGXdgtuwUDvCrQ+Z8n/3N5l0LlzlmbsfKrnol8lLoPvD1fmmDoxuuwW6tmQIZrUmTlbpji1tFhEAts+r5UUiyd594mv8StHP89sfpS/vPM069sT7Kid4Y1S546wibZURXzEWqRFBIG5KT/M5OQk69at48BoIJzKc4E7YHJ6GopLgrxyfpF6nsfc3NzTSKBoFvn06U8DoCeSIAQLYyM8+OC/8O2ntDB4Jnhn76NBjEu9bjw8TuT3EvKTvPkP/xJf9QgpIRr1NrAbnBgvByc1PObs81kd++/5C77zxVfieR7HTp0GLJI/1Cspt15HaD3ElmRUaW4c35dMztRId8S4NBNDSeqcmXlmP3ClEmjg+2/9d/7pl95/wd9X//Fl3PPl89WZ52oBtmzZsvzZUHmIrJ7FqlhIK8/U0u962RGPWFPjczfkOdlyElVR+RX/1wHIt+9C0sFQeWgpZgKrU/2oegHTFRQaFwqVbDaLmRXsdAcZiW2kcvcY9f0Xat3NQ4c4et99eJqGV+ri2rdtYHLTG8iJGhPpfZRLVYwjR5gOZwD4z9evIy1tbl8UF3X7DQ4OEolEWLduHXAhEdhLAe2IGufqW965/LkQgmxXN6UfxSL4/ofhzJ3PedgLIQLP83jsscdYvXo1PT09VO8ZR9tfIaXHmW1tooQCq1Jvj70gi2Ds7CEySoo/3fx7PN5+L1csmux95NnjLc813rvvvptcLsfu3bsRQrBnzx4WFhYYHh7GsgzSNHhQX8s/5XbR7PV5Ve+3uSnbymOJl/HV6I10uhWE9FCWCOohfSVG8OMh2ckZ44NI4Gz5bvq2XEo8nA4CtO0xUAXOTAMpJZlwILgSqQY1O5iwDaVJVg2Ei1KBjz72Narzwf+jqRDdG7JMny2RnwriA4rWg+uen+SV+iLvMB/lDcZj3PrIGKP5Bn90yxZ2HRxHFYJ7rHnyjks+f5pJFXQz+MFbjTaklGjZLiqGQ0s8hFycRhcwOjp6ngjKk8v3yufzOI5zARH40ucPH/lD9hb3AmDaDtnOLhbHRjl6dJiBgcLTaiR+GIun7yMiQ6z1upkyzmJ5RTKKSzyRQU2ECCtRbBmjOnGQ0nwgVIThMta0kFIyPPy3NLXPEO8ZpTgzzDljpG/jhgvuc80vvQ1FW0dkiT+KU6MMzNVwLY9LVgXB35bWKIuLzWeMcZTL5eC567Po0RTheMvyX3bDDA3nDo7c+xhwvhbgqUQwWBpkQ7SPjs5BSg1BvV7nK1/5Cs3RUdSp17K2sp6NpQ28c/M7mWsuWVe5VsaivRiuwUw9EJqxWIwWJXiQH04hTSaTVOJ10qKJ0nk5tQcnKX9nGPMpGWjNAwcYWr8Z1Y2xadtatt/Uw8+/5bcpygTtzjQ1ww7iA6kOADZ1JrilU2VfywYWjl1Y0SylZGhoiHXr1hGNBoLlqYLYKtRw/ICsvIULYzvZ7l6KzxUjaOTh8U/Bqduf/TheWLD41KlTVCoV9uzZA4BxPE9kQ5YNl25mdGx02feutcfwqza++fwKJk85Iyy2lnhM1Liz9V66SfPA6ORzn/gMePLJJykUCrzqVa9adn1u376dRCLBvn37KC4E6bumDPE39q/zAe9TbGm+g2/Fr8CqSdRYP0+I7SSsGRwRrE0ror7g8TwbXjJEUGgmSXprmWnM0/BrbH/Vq0ne2ItxooA9WUNvj2HPNrCsWXQlEC7dIZ8Hxx9YuoJBTA+0jP7CNPf2beXhe7+HRBJLhujZmKFespgfnUOgo6itSDxc28aXkqobpkmGI/JmDo8m2ZZU0I8do6eRwvJdpl042zA5ejZYRDMEXSV7zBZ84TDUCPz8v35tH0mnQjwSC7JbCoE0ldXpIF7A+fz5pxLBv534N/bO7MXTg2NqtRptq9eyMDZCraZjWRHq9WcpCPMcHpk/zVa3Fx2dk4V96MoaKt0Ktm0TaUkSUiMYmsuJx76DUrIJh1SEhBMLJQYGPszY+McxC4FvenrgAZr1wE219eUXBkk7VvcT8c+nh1bnJrn9dBAfeOWGICC6rjOFZ3tMli7uAjiXny8cm/f/4//hVz/+1/zqx/+aX/nYX6FFJJGsw4Of/UeKM4sMDAzQ0dGxnNLo+R7D5WF6nRgbNz7G7ituRwiPkZERzl6ym6vVJLuKO8hHC2RaX88XW4NCtRA2xUhg3ZyrShZhldVLfYjGChdqqVbNIG0GVl6vczmeKnDSIYpfO4NXDQT09NQ85ZYkaaWXl79nK0IINF1nTuTIeRWEDNF8/Anm1mxFEbCqJc47X7kdR9X51r1HLrjf/Pw89Xqd9evXEw4H7renCmLZ8KjYQTHjOev4HLJd3dTyizj2s2jwU09wMhQiX3124SmlpFarsYFRtjQPwJOfXf7b980/5dvf//RFz9m/fz+5XI6NGzciPR+3aBDqTbJhwwZs22ZyMriv3h64Gp+PVeDbHrJhMZg+zaZJyZRVQ21ZRWP2hWXWGYbBQw89xJo1ay7oEKtpGldddVUwl04eDj5LNki6FgsP7WHfrXew5mufIlaYxyusQ0qNRKWA9Ct4iko8vlJH8GPh5GcfQhOCychRQtEY63dfTeKGXkREo3FwHr07gTNTp9EIhKE+JuhRfT79+Dcp1C10zyKrB8Ip4Zq4Z332ry4RT84RTer0bAwEwOK4gVBzoAQal1GvMms5qCLDo/K1fMG7BBuFddYxHjxyPxmlk7xdoylinK4WODp7AMWXPNq4FIkk4qaZjc5zePgEq3MxXt4VdOUxQxmazSYLs8HkF9KDWiAsZ2ZmCIVC5HKBz/nJuSf558P/zGvXvJZX9L8CR3Wo1+u096+lsjCHZ0tAYX7+yDO/wKkneJIkm70eZppj1JwSPRVBPr6G73//+4RbkuhKGOnnmXhyEOFJXr+jm4hqkp79/5idu401/b/F+ANBQLM4exDPDSFElPatT0+bjLScLzRqFOZ5eDiPH1V5zargma5cFbzv+0YuHjAul8sICQphQuHz+wJ7rgF4hBIWiDq3fuQvl4Onn/vc52g2m0zUJrB9my4zWB6RWI3Wtkku27IRMVFFAFXVoBS7mj8dd0hWl1yKzRL5eNB+eqgczCMRVtngJwCP0fyFtQ8DB46zoT5NUSaJD8W4zbf4bepIx6PwldNIT3K8EbTEvuU/3UA4el4IzKtZOrwScV/HOH6M2c5++lpihDSFHdv6WWsVuX3mwrz/c0kH69atW04gOGcRSClRTGiN9IAqsCcvHGtLd2/wXp/FPeRM7Oe9Xe182n7mrqsQkE/IrfILfJvXunfBd//r8t81x/+OGw78KYZxIRGNj48zMzPDnj17UBQFt2iCD1prlDVr1qAoyvLzaUtE8Hwyh+zJGulKhLNyhD/9ssf1+3zm24fZPJ1/QXGChx9+GMMwuPnmm5+Wvnz55Zej6zrHTp0FwNcVrtr5DX7hzz7JK37jd/BUlejsGNNyDqQkVgbpl6nHs/RVfrKFfefwkiGCG/7nu1i8osHMwgCbr7kBPRRGCalomTB+w0HviuPXHWrzQYA4+qSCqkKifJhr/uJO4m6D1lAZAMfT+d35L/AAVzCWGWJheIJsV4xoUqdeCiHUHIJA+BjVKqOGRc7TWPDCnPE6yGJx+ZZ+Xru+CzXVTdkqYqoRjhUXOFIbp9NaT8P1KYsGjieYi81TL3yNq9fkMOYD8/yEFQjCkcUmdbmUFVQJSGF6epru7m4URaFgFPi9h3+PvmQff7LnT9jSsoWm0qRUKS3vTaBagVa9sPDMvYKMs3fRXb6GGGFGaodQI1eghY5zw8tv5siRI1S8QLPUaeAsBBrye66I8eHd/0Srf4Qtm/832dh/wqoGi6JhTOD5Lpq4eGV059bz1oxTKjA8VSXSGqUnErzXV67JIQXsHbv4jk3lchnF9QiFLtwXwBxfamkgYNMN11GTgeUQj8eRUlIqlZaFeJcbWIaKHae7e57TJ/bzmLqOB0Mhvr09zULvz7N+YpB101MIJB2NIqVYgo746mWLQAmr9NudCL3MwPyFWSh7p49wmX2GE8oapISvS4uTlkP6DeuwR6tU7xun5gNSsHbrD8V79CxdskBboQCOy2Q4w9rWINYlhOCNLS4DoRynR88T6tDQEB0dHaRSqWUiOGcRSNNDnBMHnsQ8U8Itn9f+z2UOlWafWcifntqLoSjM+M/u7qlWq+QI3vv/Cr+fPconudL8GFfxMf5P+OdoEXW+89CtF5yzb98+YrEYO3bsAFgOBmttUcLhMKtWrTpPBNlI4Opd+NEDxuXBo7Q2MtQXF1EkrJ+Bo7nHuDxvceDR59dMsVAocODAAXbt2rW8Z/VTEYvF2LVrF4WqSZU4IS1Lrmcdqqax0L+Zo1e+CieZpUaIkLBRnDakX6aRzPKKd/7kO4/CS4gIAPScimtZXHLTK5Y/U2IaftMl1B0IpPr4Ip4JylAgsN47YPELjJB26mS0Gogwjh/i57UH6D85zPG17Xzjttswa0061iSQohOh5tDdQKMyalWGC+N0uSbTSpMYBneGfodfPPOrGN/7HEo4RV4JNPnB+QInsTCdK/kz7aNMKoHgEKE5zNhprl7XEqSmqhp7S2ESySSTzQgH/CXfdmUK13WZn58nlarx5MF38oeP/gEVu8Lf3vi3xPU4m1o2Yaom+UqetiUiUMxAcyoUxp7x3e0bu4crrJ2YXpMZY4acmUWuq3PTTTfR39/PseFAwIaUMK7TQmfSwZz/HTpiC3x+4UN0d7+DqYEhfFfBaWrYSglf1ohEnqFFhndeC3PLFRzLY0PveaG+NRWFpM7AzMX3cC2Xyyi2TSh2IRE0zhxZ/redNZC5PhTLoDgbuERKpRJDpSEEglbVQrWSJOd2E48PU/c0BnKriW5s0EzfQsfUGLc88j1sqZIOqXRWyyAEbZndDJYDInjk61+gz+pECRUYWTyvZfu+zxm1wHpmGKObhzBZVMA1PZpRldgVHdQenCSltaD52nJb7OXniObIiAbR0ii+ojJhwJrW8+/yrTduQfU9vnZX4H6wLIuJiQnWrw+sL00LrnmOCLylxAdfeqi5CHiS+Y8dxp4N4hrZzoCIijPPQASew9FK4EZZEBLsZ67xqNVqhEWJN/d0cpcXpaCnufTSk/z+7n9je+5KABaHDl/wW549e5bdu3cvbxrk5gMhf65N+/r165mfn2fg8f38y2+9D7Ul9JwWwb35Ci9//DS277Mw+zAZv4XMQvAbrZ2THAyNkQ138NjRi2dgzdZnuf6r17PjCzsu+Pvdz/4unvB4+cufuUX81VdfDcDj7KQllVn+/OGZBeK2idO1DoSgw5xE8XJIrwyJOMcff/ZOuC8ULykiOPHQfWS7e+nasHn5MyWu4zcd9O5Am/LmbdyCwGlKhCdJpwXXM0POqWDoYYSI4PkKIpzif6hf4uDIWuZiDW77l6+RzDoIJYVQ23HUQLjXFhaZmn6CLmee084qbtCPsjfSy3e8G0jW+oN7KkF2kjb0JLYQ+GYHr1D2M6UUSIcSbNVbORuzubTdIj8xRrKzBylU9ESWMbrZ628NHqY8wcLCAp7nEY2OUak8ybG5ffz+lb/PppbAT7kpuwlTM6nX6sQzWZRQCM0KzPBKpYDvXyTAVl/gkUaDXqWd8fopFH0tnQtPMtZeQfFdrr32WoylIGNIiWKpOjenhqnXT/Pwwit4fD5437NDgaCw62nUqAG4tLRdvBvoxERgAvuA0ggW9I3rz6dXhhSFdC7K/GIT/yLpqeVyGewmsVTLBZ+PHXly+d+PVmexdIWCE2d6NBDcpVKJwfIgvZEelGgJrRoluXAFquqRbi2Q0OeZTKwhZ4zQPTyFSGzFlDptyQhdS1W+emQzY5UxHM9h/Nghuq0cSqjAbPl8F9KxgQkiS+6PBa+dB/UGr0hEERIePjlH9k3r0NrCXKVvIs3TW2SIdCcA8YVJCqs3YDg+a9vOH9d39WXszg9yx7iB6/mMjo7i+/4yEQghiEQiy66h5WIy31zeU0J4ksVPHsUcKqNHIiRyrc9sEcwd58hS+4N5TV12U14MtVqNM8kiw6EQasc0n7jqg7w1c5Ld43/OtpF1lGWcrtrkctXzucD/U9uHu3kDJa6hxAJiOPdc933z36nlF3Fj/nPGCPaW65xqmMyYNk1lACMeZc1c8B7iFhQWbdzeTuypM9Ttp1/riwNfpGbXeN+29/GB7R/gA9s/wPu3vZ8es4fp2DSR+DP3t2ppaSFJlSfkpXSnOpc/P1iqkm7W8FUAScocQCopwCWmR+nsuPJZn+mF4iVDBKW5GaZPn+SSG19xgc8usAgclIiG2hJBLyUwCxG+03cTiYZHfXsLCe0kbV6ZvJpBoONLiXLT73GjcoybGge5L3wpg7UJSrOBz08jwfr5E+iuR2VylmLxBGGjzKzfSjxksbja5cvla0jogZYV1YPzYnOB//USYxJXUZlTyrRqLTju9bhCcHrw8xQmx+ldu45cPMS0qdMkxrBcRUkmkJWp5UAxeqChv7nvCt624W3Lz5uL5lDCCq4ZCCUZi6E5NRQFTCtEo/H0Xa+cwXvpKLweVSiM1Y+hiARG6DilhR3IiceCNEgRZMaEtTSGarCt9BjgI7UWrJqN60vyE2MIJYVTbyOcCo5fu3370+43WBpcrh0opyBs2PhRlVf2XSjU13Yl8Ryf8WKToaGhZdeAYRhYloXmuohIhmb5vL95cvp8o71rxFEE8Ii+mYVo4GorFAsMlgZZI/twonm8SoxYaTOeo9LaOkFf5hFcvY/rqmdp9yp4EYErw7Slo7Q6HiHHxlC7cKXLaGWUyuICIUchqTexHIVy06Huetz60AHWVOdwpEpDZLi8P8ZN6UNsaTnD47NVhK4SvyqMKhSu9zYhf4jslJrGYjNGKl9ksK0fgK5EmemZoCWHCIV4Q7JJnhC/8+ggB4dGCIVC9PWdz0MPh8PLFoG/ZBE4nrkcqI5f24OaCZP/zDHK3zlAS1c3pWeyCCYf50gkzC1HdtEx24Ndmbj4cQREcCyx1GwvMYJR38OOU38EMx65t23mhLqO7fYoQ8NHl39PYDnTCcBZNNBaz9efdHR0ENF1Kk4QF3EiDl7JRDrP3B9pcsn3P7lQp960+EFijHVzknwmEOC5WROjd5p1ExNc+dAB/vHk95fPrdpVvnn2m2y3WnhH6+v54K4P8sFdH+SdPe9EdVVUZYqzpbPnjzcdPvrAIOZTxtMtprBEhJFD83zve9/je9/7HpnxYXKNKhKI+gI0STMckF2q1KA289z9xV4IXjJEkB8fIxSNsvWGl13wuRLT8Zsu0pdoHTqRWjcTzX5uXf0mJmt9kK0S03w6vQJ5Jb3UilrC7v9MVXbzp9EvUp7RGGjv5VhlhLBeQPcc1oxOsX6+RHl+nmJjlpKVAaDutpHugI3FEyjJblzKxCPBolBrkpwdZ7c9wBi9+EKS8DPcN72TnOfzwPCD1EtF2lat5oaNbewrBAvDFHFmZA6nOMH09HSwYEQgFN/Wf/XTglWZdAYhBbVaDUuNQNMlHotiWTFqtadXLh44cxvXGHsoukXK9iKpZo1Sa5TOxasZOX0bmUwGi0Cwh5Q4vjeHMnlu8bZA02XKtKnMTyHUHE6jEz3uIBTJupftueBeTafJhx76EHFT4qjQSEgilo/SEmZbInrBsbuXAsaPjBa45557+Pa3v43necsaZDTSwhDz/Os/fYri1CLS87CXLJeqqRFtaZAKh/ncb9xMTF0q4Bs8xERtglWNDpxInpK3CSE1QlOttLRMEQ9JfC3Dzvow6/wZXL2ORYhcMkwkEqW1UWHeC1w0p+dPYhtNXOnQubQN8lihwcOlGpaYZJdxhkGxCilUNkeKtG36NB+6/OOE03fhFgwaxQWeUEdo9RPL7dMBfN9jbu8h7pvegOJLhhKBQqGZX+X06T+kWj3Fo6Ua3371TUhd4duHp/lWzWLNmjVoT2lq91SLwJgNXGyu6oLtI6Iaftmi/dd24BtFag+Mke3qpTg7ddGU3bnxR6h4EVY33s0NQzeyWBx+2jHnMFIeYSQcWJ7C8tl+6Feh4dP2/u3Ed3cyF9nMRqa4/8TdwdguQgRuvrlcdwNgNRtQzuMnM0jAVBsgA8J4JpwjgjsHz6Au9nCU07RWYWpTJ7aqsG7O40T2IO1+hBvGpvjrhTaspVYu3zz7TZpukz9YPMbh2/5u+ZrDQ8FeGqPxAofnzvcq+rt7zvI395zlu8eClFGjXqOHOXqYplAxOXHiBMdOnGBVYQ5VBq1sovldeJ6BsWRpJeoF8mPPUqn/Y+AlQwSrd13BWz/yd0Sf4o+DgAiQQe9/P9dEb3ZQrgQL6/vVaxG6yUi8k05ZpKimUFCR+EhVZ1/tPfR4M7wzeQ8HprsoJKOUs8PIcAxbi9JXrNKYmaHiCqbswPxLYfFN711cnT+Fm+tFV8YZFptRfRdpxdGtq9mjDDBEP5oURKwYFVNypdLN6XJgnrau6ufGjW1M2REi0iCq+EzLVvzSBDMzM3R1tRESwUKzjbGnvYuuliCANTYxhheOgoSkpuPYSarV84Exo2CA73FwvkROyzLSDPLSk80Gs5qKJUs8cOoQmqYRSgVaVEjRQVqYpUB7zyXbEBKOzpZoVucRaitOsw+hgJ6AdG/H8v2klPzZY3/GeHWcpAGNCDjhgAj6epKEfshPfuOqFqQSEEGhUKBerzM8PLxMBJrQiWFQ85p85l8/w+E7HqGxRCbjVhwtadBXK3NpX4bIElmWvXl86dNdDIPqYdSDwLcY2YCu2+SW+vlsboyyVllAqgoNVFoTIWLxBLl6hXFHoAiNk7PH0BUFz6/Tfy6FNN9godJgNuWx0xtiUm5AD0ew9XtBeJypbOSm1bdy9uRfUhhfYEINFr49cT6+YDWbICUzbopyLMRkrJ1YSAXrcR7mJl5zdI63HxnmVCLFJnOaljmTIStKuL2fs/O15T+hR5ctAmOpSvvclq1aNow9WwfVx1s4gyRGtqsbq9G4oJniORzJH+WS6R48VaL7aeYrz9zifH9lP4qUJF0N3UohVIX2X99BeE0au9kk2xMoB8X5KXzffxoR+KaLX3PQ2s4TwYFv/XtABELBjyaoyyViexb30KQRCPW5+gTxcg9KKXDR1jJdLGRaWDsreUQp4nWsZdPQGC46p8tjOL7Dl059iW2GZK0haS0dOT+OQ/fQUBvMhkxOD34PgKGFOl98LLj2XScCl1lxapKsrLFRO0Nu/hret2UH7W98Ow9v3IEAIk4a1UvgGjoeTSQKarNONr1SR/Bj4cyZM/zLZz6znF9+DkosWKB+08VJzyFQkM0NZN06tVpACNPxNHFhUdDTKEutqB3TY7h5JR9uX8+x9vvZo5zkDnMLJc3Eb53mkWv+kkpmC4mzZ4mJFFN+JzEsosJjrLqJ/imTULyLiJjkB/JyUk4N102BvYbNYoIhVtPthwgv7Yj2qo1voaUYTPzWVau5fkNrkEYqFbq1OlOyFVmbY2FhgXhsKdDqQunUvTQPH77gmVe3Bb7WgbEB/EhgXuuujeOkqS5ZBHNHFvm3P9rP9H0P055/Fb6UjNcCbcfVi5i7NuLZR6ge6cAtTJBsSePjE1KCier4SVTDZ1VLQIAnzwyD9FHUVpxG8Fk4dWFa3reHvs0dI3dwuXU5UcvHikissErMlOxZ+/T2C5emYshUiJHJebylzViOHDmyTAQ92iwf5pP85jYLic+dhx+h0BkIcoOtKIokN7gP1zRRfAUfH0sNxtRLkGdfm38C13dRFzbieAoiHWj76xsTpISNKwWmFLQmwiSSaVrrFSwEnZnLGSwN8sa+V9AaMdjoxACfk3MLlPc+Ts+QQVUkmdIupaMtSSjzOMnyFXx26v/jB7PXM+t+mfmWr9BQGrghsMfPC1/rKVtUDvXkyCsx+nNhbrN28SnxQWy3wV+tTbK/tYd/shJ8jySXnRZ86N4iN//9w8t/X57OLBOBW1gSthuD96xENJy5BubIKH59ASWSIR0LSPFp7qHKNEe9GusXV1FqPcj8qjKHBusX3UrT8z2Ou0e5xjCJu3GaUlJ4WSioBp5f4Cu///scOnISTwra60Wmp6cwDANFUQiFgoyxHw4Ul+dmOXznd9i2Y1dg/ba0UbXyIJ65lqDuepTcYM7YmoF0uukp5PGB+USWeksLa+Zg0FRId6goU8G6OFqc4u6xu1kwFnj/YplPDF5Fqr5Ifn4W3/MolDyakUUQkF8M4lx/+f0BYrrKm3Z28/DgInXLpTA9SYusUlKTIFTO/vvDPDo2xdUjJ/GQfG3dl2imj+I125FeGTuaxvAalI8892ZCLwQvGSI4tzvVuaKhc1Digc3uNR2MeOBOickeekWY641g/9wKAVkshjMoImhFXS8ZzCXGuC9uM6Gr/Jv2v3ldcz/3JLcypy8QT+eZbdtC19QkVzRKFGWG7NJ2hi87cwA93IKmRChQ4Ux6LQlZxSTJBrOALxRKZGgHYj7052Jcuf4tbBtNYXW5JFtaySXCbAvNctbrICQdpmUHeTeGlBL9wHcBCBVzWLEyY+/6ecbe+XNU77oL6bps7gqCt9Oz08hwCEUTiGYd0wxRq53B9y3mzwRpmYePPsYV1hVMmxO4jgkiQSO5QH1Xmpi+ExyDL//ZH5FMJrCES1iJggjRDAnsMcnWjiD/fH4k0BA1NYnTCPrwhFPn0wzPls7y5wf+nO3p7ayaWUXU8rAiYIU1Yia8rOfCNhQAKU0l3hLBKgXZVZ3Mc+b0APl8HgVBTgtqDDIn/5nf3DhJzFdZbAs03mKxH4C0ukBhb1BtbYgaNb2KIgW5pcI7u6bQ9JoklSTj1TTlZJKUU6PhpLBFlMZSmnAuHiLT2kKuHmiiydQOFquLaMoOXLmO3Y06Qqtwer5AffIsAhhhFVtf/Xo6OoZRNZP2xlvpzCX5/Mm3kx1+O7JrgEu2P4DX7WJPnJ+3Zj2wDuKmzUI0yoLQ6U40GGE9GxSbT07czk23DlP9wgCJeCsuPptb4/zR27bxsXddxsfedRnXb2ilZCvnK4uN4HlT27oRES0oVnElUw8fwm8EVkm0FLj/ij/cc2gqiA+0Of34qoWQGlNzWf7+7/+e22+/nYWF8+6MA3MHqCkN3lyrg4hSVGsYioM1NMSJX/5lxrJZGvEkZ0Ufm5sTPP6Z/0V1aJhoNLrs4jxHBOcsgkdu/RxCVbnpXb9Eb28vXjxFo1pGa4k8Y8+hyafUBozrSY5GMqxfrFNoVZHpFOVcjogLkXwdrXsOzzPpnRnjZK3CZ45+hi5bkC1n8KVCzdI58eh3ufuhf0Tzw1zR28tGV5KXLnccH+T+0wv85svX864rV2G7Pg+dWWBhYoJWqtS0QBGbqyeIHjtG2mySV01c1WFo9ecRVjvSL0Mkyw0dJ9i68eL9qH5cvGSI4JwlkP+hnurff/wzjCuL+E2XOidxtQbtkSxpVWOHeCJofLbkV25oURThAT5TZ0fY1x/sWCWFYDq9lX8KfZS35B/gZEs3k7Eh5OoNtHYa/MrcfQzJblpEoJ1sLQ7jZQMBOYpHsaONpKhSCaW4wjzDLK2AICddYlJwZX+Wx277OqoveGD9HI7VACm5UR7kuL9U6KNkGW8GLp+kOk2x1Mm8/nPIMGT/+DdxSyWm/+vvMHzzq+l3g8lXr9SJxRukOqI4lRKeB44jqNfPMDURBPsqVYWoEmGkcRRF+Ni5boo9GfbP7GfD1k3o8deRny0x9vh9mNioagIlnMESFZqDYfpzXaCAOjYBKGQiJVwjie8p6EkLx7JoOk3+2w/+G8lQkmvL15JOpYmYPnZE4IQ1Ig5s0y/e/qK/I0GfDH7TV7AXz5dMTk6i+RBTqrhocM1vET97K28xP4uKiyM18mZglVjdksk7AxPekQ0qoQpZuxUjGgTd7bpO020QVzOUZrJMKz30WTPMNvuZEl1Ul5SEVEgwtDBJtllDlT6E17Gp0geogMpmO48SKjA6X8d1A+F0Vq7jqsu3EYvtpVptJRHezqb2JMIXTEzdQu3ga0in55ld/xc4xTpePZiHzWqFVc4wXcoknlAoodGhTtBRWMW/3m/TOfBL2HKR9NtXE785RFFpshqFWE+C113axesu7WJ7T5q6KzCWNhUSnsCXPqnVnejtUbyl3fGKx8fx64Eg1xeaKKpGaXYGt2BQ/PpZpONjTuzndCiEowdkHStkibXuZ9euXRw/fpyPf/zjfO5zf4rv+9w+eDthX+Umw0AREZqqSX10lLF3/QID3V0IRSGTyXBGXc8ub5DBVSrFg4fRyiajH7mX+Y8fpnLXWLCmbxti6rYnOXtgL1e+8e0kWnKsX78eS9WoVCpoz9Jz6BwRRKwmBZnlwdgs62Yl9U6FHmU3sXSQWr12scGp1CBtSo63PPRtjhZGGKoO8auVPMPRa0n2X8eisp7q2Ue461TQ8fX1L/8NrkisZiik8093PUZfS5RXrwkzdeRhcnGdu07MMT8+T1g4NNQY2ZTHYusWOuoVNDvFdHKIsKfT49VQ3CB1NKbG2JVdZDJ32UWf58fFS4YIznWhfOpuRnNzwxwfaXBKncKrm9SbQzQiE/SqEVylzC5xgpDtEV7qGVQyNdSlZnAPDXydheQ4m2tXAHC/9mpO1dr4Q/0r3LJ4H+V4nFjmO/Rcu8i97MZFo0VpIiQ0YykKq4ICnaOEUVtUYmqDhViWqxnguBY0BMtJi6hU2awWOfHQvbRc2s580mNiah/U5niZeJKajICikrR8hhZXEbEsJvaozMxt4MTxKo4TQnvlFtbd+X16/uHvcWZmcB7di6/6eKZLNFaktb+d+tw0+D62HaNaPcbiXGAd9dobML0mi948vnSwswnq0a1EyhFib+xF09YR1lfhlg0sXDQtTiSSQPolzNlV6HqScCJENj+PULL0RI4GrrV6mnDS5oHvfpOPPPYRxqvj/O7W32VxbJGrrrqKmCFxwgJ7yR1gTz49mwngsr4svUqREBbr16ylg0UqhQWE4xITFZpKlk+f2sLn3dexKr7IG5S9GEQ53rmRqpdicZNk6sxSXMR3qIaq9FitNPVpnKaGTgtNr4IeaiFuC6ZYRaecIe91UCa93FxuYWqEqYUZVN+nrdmkKlp5eXUHjlVCeg6Gn2VbaIR8RQAKITPHNN0s5u8DkWdqaivNiMvl3UHdw6EoWHOXMTK8G0sZwY7PYY8HlsD8wa+y7RSE6pJUWiKFICUHeMNIGl9Xif5ilPGr/phSx/14mzdQpc66uscTlfMB55Z4CF9Cw/bwfR9FKri+jR4Jo7XH8MomqIJQQ8X0gvvaU2UynV2UZqYwz5ZoHpzHnqxxcno/ESNMMyJBSkRjGKvi8PrXv54PfehDrFkrGBuTzORHuG/iPrY1U+i+IEIEW7FZ/P738drbGV2zhm3bt3PDDTcw7rWTECZ1NYrbtYGIEsecmWJm6DRWrQGqwCubWI8XSbTkuOL1QQvvbdu2oSCY9lXUtghu3kB6Tw9un60FZLxj8AwGUWa9s2Sa0MyobLKO0RXbiKVrrJuVPOT4rNUTRKp55hf3k3AVXl538eKbmImaHE/vQHrHaRgZ1JBLW0c3r9j0NjwhSDs/4Jd2Zrj1i5/n+LGj7O4K8+DpBQpm4DazRYy+tTGqmSJSdYlgUI+UyDa62FFvQZEZwKbFk7i+YLr31c8m5l4wXjJEsHr1aoQQ59MrgccfvxeAvFKlNHsQ256jrkyyVqhsFYdJyiZNJULSCRbQvsJW9KUGYieLD9Na7+Xy2VcCMFc8wZ1Tm3nMvoH3qnfzK83P8XrlPh7wdvLfvF8FoEU0aZUpCmoO0dKDKuY4Ge5hqzWBrrsYWoT1YopZNQigxqRElxr+ge8QSSTZ+ergXhMLR6E4wg4xjIaH60t68+OUcll6OmL44SqWGQRr67Uc9cYZhKqSvPlm0DTcQhElrKB4KvF4id5tG/BdF7VZw3M7qFaPEbJVdAFraGW8foJ4OomvgtQUhFC4cvFKnqgeI+WeRdFvYIEkpnAIa1FcpwyAa3YigJZEiJi1iFBzdOuDSN/EbrQTSjk8/MSX+O7Id/n1Hb+OccYgFAqxa9cu4iY4YRUrFLhyRo6fz/9/Kq7ry5BWTJJ+hUdD17CDASwPXOkyR4Yj3hZmymd5NHoJv93+B0hNYIgYi8kMo+oa5CqVSnQpq8qtY2gGHXYOJzyP22hhMSOouQWUcBIz240hYnR709TMoGdSxAs0ztGBY4RDYRCC1lqJghFia/MSnJmDeKVRavZOfs17AkvqYHQRsrM4QmF07NNoSieFfB81zeSGvkCrPhtXECFBtRrENOzEHNaSe2jhyH3MtvTRuhCjPx0UwvmLBjtLPotb0+S2XUE6cwWTk5/FcB3KSoNOE04Uz/vss7GAYE2p0ShUEULBJlB49PYYsuFSD9skQ62oPe14dh23bNPS3UNpdgavHqwDeyrPkfoE26b7cLQywrbAqyIriaA9QixGT/cM8XiRO49/F9u3ua6pMEOOVi+MFBKro4XF3/ogjuvSue0yCple3FCwBq6b2oiDRNQWUAZvZbJ3lFqzwGx9hCPmfsJEufGNv4S+VCmdy+VYn0tj6WGeKA+AJ3EKTayJ6nLRHMDexSoh22Td1DhmKMqqpeB2OaHz3ZY4cVGgnM2ybhbOGhHoUUk4GbKLo/xitcyZ3OuYMw2q8VYamsZ9aYd2s41N64Pizo3r30Hc94knTzC17w5aslmEgM0JE8s0sZcaWzoyyrGBCs34FJmCZMeZhzC1JnE7h+7Y2HpkSRYYFO0Efem2i66DHxcvGSIQQhCNRqlUKstb9J0cmMbDwxIuZyePAFB05wgjeJ0+iKMJjjauIe3WycsUDT+FpgbZOImGZM/4m9ErQfBwwZtFiDTj+Zv5qng9G+UUXxEv53MbbuLGljOEkSSFRYefxRMK7XoPupjgdGItq5tHkUs/+CIZGk4O1Qsxae5EQ6c6Nsw1b/951q27FoCJ4lkojqAJnwgmhq8y05GgEk8TilVpUTxsMxiXYa6lUQ/ymYWioGWzuIU8kXBwv3isTN/WHai6jtaoIJR1LMzvw/Ja6NUVFCGYahawmtXlwPLrX/96dHSm903Tf2WWo4kWbsvdQh2PiBrGbhQBganFKI0+ySWeBL+Korai6dPgGziNTkIpm1lq9Lg9vLnrzcvbD46d2IvugR3SscJBkdTU6Ytv8bc9GUMVArFoIP/+c9SkjYKHiCg8JK7hAXE5AD2OQ27BYEZvwyCGpYeYoZdoyKeQDoRiSl3qJWWn8OM1rHwbonUtw4kGQigURbBfRPTg1bjNq1HwSBOc49ZLvOWtbwEpSddKbJ110NBh6hBe/iwJtZ89zjjtlLAbPcQclWRqgUbjGG3xdwIKVQz6UlFEWGXSc3FVF88ICN3rLAUB49ljWLNwuC/K4fU7cSplANoKW1EBbWvgQ1696v2Y5jTz849SXnJJuosGRSeYv9ml2JiFRn04iLE4S4FyrT1GHZNpa5FwrJPw2rVYThncENmuHspzM7jVpdYUIwc5EtLYWlqHpxuoZhPp1xBmhmp+PydPfgih3MfOXXdyeOwoSdHBbrPMmOwg1QzmaGPnZp48fpy1a9fy4R9M858/e5BLrryJee86Lqlto6EY+MLAn5ri5je9k2yik0h3mltTgSJnCv2CObG2pxutnGff2SeZVooUPnuSxY8fpfCFU8upr2fKdToLedpLBaSi0GbZfHvdtfxj5Lf46vha/me2hpPtZfWCpOrVmZvvxG37Zd54+BreWa2Ruv7XGIuFufWK67j70j0cinYR8sNs2BAUd3760WnWNKNMxWqsXtNHr7ZAu1zEnzhIr6ihhpZIyU5hpCcAgXDW0Xl6hqZqkLCzmGYDQw9E9Mlegym/g8bgM+/B8ePgJUMEEFTzQdCTfXR0BMtQGUkHLpCTJThtKkw1ywBs8ASjbRlOmTfS6laYJ0tYbYAeMHlbLcsaZwthN4Hm6ZRUG6G10hp3cE6/nL9rfIJq/R1cc2CR+cUtdOGiCGiEdRQpiNGBL6aYSnSi2Scxlvyrk7INw42jOgnKbsD+0XQbl77ytaQz/aR8yWRtEoojeKj0qXNY6FhKsL9ASZkg5EdwneCnbTa6qDfOLL8DNZfDKxSJ6kGgLRYvE0/20btlG2q9ivR7cOwCTb+FVSGFkuuSS3RjVet44YAILrnkErK7ssTqMUqrksyKQJOsSp/oUraNqido6g5n7v0SG+YDrVUJtzITaSD9Ck6jHS3s02Uq7Jlaz+f+7XMAXLl7Nwvf/VMArHAYIxQIi+bCxZudTR89gkWY1nyVtqpksCDYwCiKlPwaX+BG/ziH1rh8ZfcrGEGnrIYwWEo7bGpowqO6MbAIFlqWtHw7iho3WMx3IoSgFFMwsFkQQTwmVcnhhFIk/QYhXFQ8utpa2LhxI4rjkmtUePm8iy2reIVh8tZZhFB43LmMX9LupqrA7vBd9PYMIP0YPfobUaSgumR5JtJh8k0HQ1hERZJwqAO3ZQF7qk7z0X9AbawBPGp6DaZC7BRnWaOsYSoq6FkduJZaW19BNNrP9PS9lEVw3TUNn4NL7qGnWgS1pX0u/FggJPX2GCe1Scp+GSWUINq/ibpfRwllybS04rku1cWlAPD84xyLhElZq/B1iWI1SK+aZts1Azxx/N0s5u9HCA1F8fEaDZT8Jvq8RSbVdvR40H58qjJPrVbjmmuuYbFggOMzpvVgOB8EMY0pHNT2wEKo3fkQOJL+63cz2FGgqFY4cegJvjX4reU5EY9m2Gl2kiHOg/oJGnaT+O5O7MkaxrFgLjasKl35RfSahXamwh2Z9/Kp7W9BKE0QNiMYRDNr0D1YVZ2l4SVBKOjRt/DI8H9haqbIYnJpzaZbmO79PapLitJEvs6nfzBEstHLgqbQurFOz/T36WQRq1nj2lYPTVlKlDDS1JU5iuFVqPRQjep4ik9f08NoCGzFQSKYTFX421UqOza3XnQd/Lh4SRFBR0cwmQYGBrhv7/ewFZvNO1pQEKi+xqcXwzwSKuHi8e3YNm7tfRdN2mh3SywqGaJqlaml1MxkI0k4piEQpE2dui4Rao7OTAgrlCTW6MCtttPl72YElZxbACTproNk/QQClTx1ZEKj5o0zFwsm1SFlPaZQEMY0lhVUByurt+LNGRS/epq/HftD5pp1KI4wr3aylWO4qEgRCLc5fRTDCARaPB6nUonRbI7i+zaYVXq3HkI1hggpISSScLhOONzBmp1XoNom9YKC02wloUBGE0za0NqRQggdPxJFc2wikQiv2vMqRhOjHHz8EF4kWFxV6aKhoAqNcEbHkUVmnniCyDkhnu7gjJfG9xZx6gHJ9UvJtdEipmmybds2Jo7eT/tSB1gzHKURyQAgjQuDflJKHnjgAR688zZAYIU3cXTbe7ny0Rqj2jy2CFEhhavoDPXeREbL401VCWnWMhFozSDVVWlRcYTDQFgj5On4vsD1NBb8DvJuBKkITmlTzCt9JJs+uUqQPtlqVZmRbUSFy9VXX42iKCi+T0elwrV5l5J1mJH+1zGW3IP0HNTKDn5OvQ8jMobIjJJrnWBxYRtKVSMhI1SMwPXTmYtiNVyqWJQjJUYNAzMyg+oucOTo3TTDS8JAGnjudt7PXayTLTzYrtG91GlVCJVVfe+jVpulKppI32Nt3eNgNXiPLfHgOAuN+nw5uF4uCHy7UTitzpBeqhafrG+gpKUR0SyJpUZ85cWgMGrOOkJRVTH1gIA23nSKNa+eIhIz6U6+kWv2PMihuS389RP/hRw6XZUeWqgzr2eJNQLFrGoUaW9vZ+3atfx8825+I/wgiYcO46HSpv85yKDoJLpjB439QTynnjRpeA2sXsFl1iX88d4/5hNHP4E5XiHzaIydmRt5ZWYXrvB5MHyK1JvWonfFqdw5hnQ8LD2EsmjwsVVvQB2v02/N89/m/onW9k8Rj7pYjsb8hkAJWTfn45AmbBynpfkQM7GbaN56mE/M/gkn9r2J14z8Lr6a4Fu7buCLj+7n97/4IFJKrlod9DTbe/QrzIpuBmU/FmH6vAWiSzsQmq6HrkV4Ys0mBIKjW7YBsL2+iNlsw/crCD3FtZUpjiUN/vXwuy8i2X58vKSI4FwK6ekzp5kezTOXmOA3r/owrVpQabsmJDi8bp7J0CwZdzXfN4bpsPJ0yCIFLUksMcxAeing5gpCS22B2yybRsRDUVpIJhTscBo9pKDikEv00QA6/Bl022HBydPjB0K/SgE97DMacpBL1q0uQ0gBwpjDsgOXTtrYysJHj2CcLNBr9dFV2QrFEcZkB+3NRXxfoigCXVoUIlWMZrAot23bRrMpsUydZnMUJh4jFCoT08dwbAeBwPKiaFqC/p1BNkJxcAK70UpCCbTkoidZrC2gCoEXiRPWAu1/a24r493j+HGf7ZEZYthUl3rDhNQoiZ6gl1Cj1oJ0C0g0PF1hvtiP7xVxGgERiBhsq+3lNa++mZe//GVkHvlTxp3AvWFG4lhLRKC650vzPc/j9ttv5+GHH2bjUsvhevwSCq1XMHDJfyV+skaIJke4hGOrchSVVn71O19iMpkjphkYxNB8h7FQkBkSC7t4wiJij9Jpt+EKyfT0FnyhUg6PoNernFKnmIml6KtW2Hj268HvImqM0UUEh762pepeVNbaSWIeVMoHmWu/jHzLFdTMPP3eRp6Iwe7wgxT7G0ipMjK2CrNYJyVilGtB6un6tgR4knFdp6AuMmo0afrjJLQ7GCtEqEZ1IIREZS6bo7vegobCE/EGswPn2xR3db0VX6bxhcRv5tletZcDxtlzRCA1mpXAvaX3BO/y0OFDOMKlq75UbFZSqfs5hFCILAaflcvzCF1wKjpGthalGfFQFJds6wIzMxs5/b034zu9eJ7ByeImTpc2EvaTrNKD+VMOpeizl3YGFCZ79uxhsNQkJwyaxBniNF+LHeAhJXDHNd08yZtfhVsI7j8ZCgqzIuuypKwY7+78OT5+5OP8zwf/GF/3uXPqX4ndmObGll1MNxf4wcM/IP36tXhli8lHJjHDMRaMBCmninV9B1u0ebqT0+jt7WzIdaHLDPesO4sdCrNuxsfRMzTUIn/xstto+Hcwnbia28f/GK+p8XPFAd56+CHCvs3XN+/mmAdrU5JXXPUGVtseU9R5kktpiuD9euPHSPh1SsRxVQM91MZ4ewQ0i9HeoIVEvzkNRpA6GglleaM1zA2qx1ZvIy8GXjJEcPbxE5y8L8gXzyt5FKmyYXWVlvhqOqItlHybdyRTtCy2czY6wTqzB6N+inHtDr6YVfheto6de5hCfKl/uw96ONAos66ztBDS4LtIRUdRXdZHdSbVQKBm4wbxep3qaCsZkcDHR2oLtPmzrB7J8prhBxHSJ25kAFAsA2+ptbNrKqRft4auP7qKaqTIFdWrsQsjnLXb0GoKwgvcTo6wCIegaaRQVXV5x61aPUe9fgY5+TgN91XoMYdGIxAIBSNGpXIIGR5BjcZx83m8chuhpZlh+TBbHMZHQYbCiKzPycJJFKFwVe9V7G87gIrPjaFhCkv9cHKt3aTXBJWUBi1oegmh5ggxg6zkkF7+fC1B0sa1PB45O83j3/8cq/1Jyqmg/5AVSmBrKTwBuhv0RnIdly994nMcOXKEm266iRyBW0Mq7eSTZ2nEO0mEPkReFDjDWm6zrmNj8yR77j9FPtxKdMkiuKpynCfiO/BcjbTeRAqbYtxilRWk4M7NbqS9Ns3qxf3ohRKWcMias1xZfYSoGfjUTS1FUaaIKwZDA0FWk6Zq9MsOmqqPMT+MGQ0Ib1ZJEUqt5pFSD69XnkC0V7HKV+LYUWYW5kiFEsspzju7A4VlPJzAF00WHIFiV4lrd+ItpLGUBogE1XAfDSVPyLseU22wKMo8+d3blue8qkaJRHagKC5QZU3F4VC1ietLkmENVRGYUsO0TaSUxPoyeJ7HgQMH6Im2EZ1bwGsskvCh7gcTQsxWCMfjVGsLRPvqHIu47JpejaMVCOuBRVNbSFBtV5lYmMA0Z5hsBoqPKaN0RZfqIUJJtiWDOWApNtu3b+ex6TKGTLLO7+RKuwW1vZPHZKCgGL5BdcMlKIkOED6DXhDc7dgaFEf+RvZ9vH/tL3OPv5dPxB+l7JRoVips79/CRtnNww8/zIwoEtma446jM+D4zKpZLmkcR9NhuHs1VlLn167+XXLxMAm1kwPOYZxsF+tnozjCQHrDvOPBXkayg5SsT1Bihq+PvZ11izG6mmU+dvgvyJh18rt6qWQUPve5z7HBiHMqIrla/GD5dwkZPmmvwSytSMWjKDXCvkm09QzVSPCeWyih2q1Iv0wLCaIiwi+qG1kbuXA3v58UXjJEkJ+YpTZ9Ao9As2zoNd566XUAtMRTOPiY1VY6BndTi0+Q9lJkvTSnQ0N8IZ3iYKyEq9XptLpBhEEKVBV0YaD7gmbYJez4NOaDie7XFlkfDnHIcxHSJ61ahG2T1NQJ0kKlIpqslmGuOLOPXYMZ0vML7PGPM+0HEzvaqGIvFUSFGkWUHTmUiEatb4FLjPXMeFnGZAfCDKH7DoqAklKnVfMxzRwtLS10d3cjhKBea6PROIs9OEHJ/W3qieuXC4mqps6hI7/M6dN/QKSjC9lsUin3EFGXCqokGGYeJxxYP3sjg/zjwX8E4Lqe65gTMzzut9Kh1ClqQSAy3dJOrK0AhHCEiu/mUdVWNDFI1IiAdPDdCJ6dIJRy+IF9KR8biHHfqTlOhi4lrAZxBiOSQaLTiELIcWk0Gpzed4zR/CQvv+RabrrpJiYLC2iOjZAqu/QMlfZv4mph+uduxkdl1/RZuh6dwkNgkCOsmBjE2FEeoKHFCBuQjtRwsDFDLmusIK3XdcOEZ8/SueARkbvBS7B9ephNc2cJW2UAZkUrptTpYZ5HpoO9HMJahFWynblEEc3sAKHgKVPkvTBCKOyeWstctElnyaA19S4AxgpzpGNJDMPAMAyu7w1cJnkliabOsOgqdM9bzKgWmcpqpF/EVnTmOjejSpNUYgsxHmGrMBk9chCzcT47SNfWomk2MlYj62g4rsdAwwj2IY7pWGjY0kPik2hvX94O8oo1O/DyM9heg5QqaCylyboLTbKdPdSsItHUMEfDYTaXNuJpBtHQUkvw8RJSwJMDOsWZQWaXiKBGmPRSKmpXrHN5ty1bsdE0jaGJCQwRJmlJ1ol/4NHYZq6UQbaYbcd5YP8TaJ3rkFaRkcoIyVCS1u4ulGQIa6TCe+bfwLsn3kPf8B68zHU0K2W09hjXWBuJx+IcPnyY9Gv72RdxUBZNfKHQ742Qq5RYaEkzFw/xpv6byMZDCD+BJz1me2Jkmyk880k8s0zc0lg/LogYJrZ9EMs9yf2z17GNM1xmn+Tdh+5AKVlMbuqhfc/1hF0VRwiOt6dJp9MI6aGpOVr8KjMicFXPxBL0u2OEWqZo6nVUX+DFDXQvA9Iig4pUNtBsP4EvXtiOac+FlwwR9G5Zh3BsJuITZO0sUni0ttzEWGmM0UZgTruVFA09Qks28AGvTf0uv9y4lkNjk3zA3swHszq6sRlBGF+CdB16QseQRhhfBU+UqC3tS7s1FkcAx32PFreJ9FWiTYuB9hlibpySaDDnX866kVEW0zav3TTO28IHcYSNcGyuaH09/iUZABR7iH3fCcYY3ZbEw6fmvzIgAk8lIoO4RV3UaFd9LCNNS0sLRqlJrqWVRm01hZkJzJkgU2hBnO/vk/SieLaJaeQJRRsI36dQThINmdi+jSctXNfAWyKCaX2B+Waw2cme7qAnzLhmYUoNVVuqeE0kEAKECCElOGYNobZihQbxvTqKiAMSt9lOJONxr349AHd7VyBe85fY5UAzNkNZ8AVmWBKxPeZnZxgaHkKXKpeEVtOYOUzZSxIyBVJ6tDsKZ+KTjNQOEKvXUe0IrapBIm9xtruDpLDwrRCmGSPUCJ6h4mVIRupURSA8exvBuwnpTXYM5NlSuA41shkv1E3GqBMvmCjSQ3ULlEQYE411zHBKDfzpPVobYXQs9zCq7EZKn0p2moJfxJOSLfZWPhvK0TPpsHHVGrKuQ9kYoiPmkqJGubDI5pYYaIKKjGCGHPIO9E0ZPKb1YEQCoqpEwlT7ttAZXYOqaMzWDvLm/A9ASqZPn++fb9sCTXPw2hsoQqGv6fNEpYH0fVpiOqbUcYWP6zvEsy08su+RYDvIzZvw6/MYiiChCpKrwPYlVkMjk+uk6hQxjSMMhnRiRg9eyCemLWUflXViiy6eleBf9t1B084svesYum0zK1u4oncLA8Ykqq/iqHbQcnriJFJAvDDLyUXoGnmQBTfw0/shn3mjhJrpwV0cYzh/hrXptSiKQnhtGmu4TPPQPJuzlwTzWlzB7IiD3h5FQyUbT1Gr1dDbYpQjM6jzBnG/jq64tJUKmIkQDT+Coii0xENUDZ8dbTu4f/UUZiqN9Cu4YYXwqk7qmy+necU7+dtf/QiKSGJ4Otv9Aeb9FHU/gX6kSFpR+EcRZ7ObJOL7TIXz5HI5NM9Hi2RokTUWRUD4k+kMW/VjxCM6jVCZpJ2klHTxllxJIeEzHB5jrtmGn1v3o4q854UXlQiEEK8RQpwRQgwJIX7/It+nhRB3CCGOCiFOCiHe+2KNpXvTKmxh46gOEknCzlAopPnEpz5BxW2iSQW/Fqca91CTARFsqjfQvEBzFhGDzmiVRZlGCB0pJZ7RZNOqW1GX9hNuhGo0ShYxBVZHs4xYPnOqpM21sAgTtkwWWsIkZZyiUmdKrkVpeMx0JtgqJhi3N+EpVVTLYCy9ifa+YC9fTdiceeAHeK5Pz7rLOBQ/RdS+iUUiSN8ldG5jawvaVWg2I9Qm5vjSnxyiPqlQLLQw8rXtWE7gclnk/GYtwo0y8eQHGNz/y6xKDSARUCkT0Vxs0cR3A4HpR2IIz8dQDebLYwC0RltRnR6k3mDEayGrlrFwUJf6DQmhIQncRUJtpVrTAAOXAp7qYddaiWR9TihryVGhSpxhdS2yUsXUwdHipFIhrAiEbZ/pkWFG5ifo9rP48yafu+s3qJEhbEdx67exd+ILbD+i0S6OUbG/hVY8CyJCX4/PsRtu5K3hUzz++NvofFylZmwkZTQ4LTYR0h0aS5sDSSuwRuJKhYilMrT6zfjeIsVMnFo4yqLagdLahhmdwkLFR6FfzJHXA393r2zHwUUtP4oR68ZpfJ/o+EE8z6XkSui8nPC4QsVyafnq1fy29lF+Sflrds7+Kh/iX2n90k3w8N/QFqrTdDSausNlFZOo5TNdClNKBPcxEy0okTjtyZ1YnsHp+TDXVe5F01UmT57vIGuaJqGQxF4VkPTOmsuT1SZzH/kIsYkRLDQcPGxpcmjqGJ8Mf5LeXb3obRH8xjzVJessNlel4UuccCepZA7Dq3G8egQpBI1wGoQgqpfxHAXH1NBrFVxlmnFtErnUjbXkJlA8GKeduZkyp+aH0PygqMyyLLqWWlHE5kYIDYZ5g/8AUzJwrVlhBRuXquvj1+cYKQ6ydqn6N7w2jV93wIdMbxCrMfR5pgdbaSzFumIiQq0WvAPPqaDmTTbQINR1GblqBSscQYaCavNMTMd0fNYkNnGop0EjmUX6VVDjGLFWFMuiGGtBSEkt7uD5Cwzk+zipbKIi4whX8oZKjZqqc9+at7DOdjgty+RyOYTZxAtHyFGhLIJ1WIrH2aScwsyHqYULZKwMZd/D1APlK6QaGMk0H3nsv/GNuae3bf9J4EUjAiGECnwMeC2wFfh5IcTWHzrsN4FTUsodwE3A3wohQrwI0DSN4xua9DX6UCMNVFVy9OgxomYUXdXJySSWGacZN0jGiniqwcZyk6gXRPeNcJmGByUtjkANiCDyBEl9jlg1IIJqpIlhCdq0YPIN2B5VRdLmga+oVCIWV8wHKYh1Uaek+OTC7axPZBnQo6ilnXghQaJe46vCI7w62JYvQhir+Tgn7j9NS8t6Hk7vI+Ln2KoLJOZyozdhtoMbx5cCz1DQoiVyXQNIxWFNz33YMgg0zROlq3UYRXHJ13PMmCZlzyebXcSLJVAbE4QViafV8f1JFEXDC8fQbBMENIRPw2lQMx2alY1I4THk51CFZFidRy5llgjUIBYCCLWFUD4QCIqU2IqBVWtl3k2SFwnefkmCzlSIbxycQm0YNKPgSY11/TnssCBq+YyefpyqVafXzzE7f4jHzRoWUaTM4LuzdEbXMLnRx091cHl4ns1nxohMj0CtwlytwDFybNiwn8oqQcjyedPRRzjhXoorYaQtT/dihBm1jBA+wpHUN78dT4tQCY8xlg4x1baWxXQb5Z07qKWrSCvw5af1Glmjhuf5tFnJYGe5Zol6vBvfnUI4Jl7zEHNak1g0zQ1nuvjVzuv57GV/wt7Q+7idV7Gw/ve4g1dQj/ejPPTnPOL/Bn9q/Stpr8F7KjUKEZXoqE9Tc4AQSiKD6zj0RfuYbg4inW2EvSK7N4SYPHWeCAzDIBRSMFYFWT678zWeqDQwj58gUZjDljqOcHGEzWPjjyGFRMkp4FbAc8j7S11l/RQ1t4kabSFhB/P7eL1CZylBIxrEssJxk0ojCUh8r4rrTnLSPd/2umSn8KTOlNLGybkhrtq5GyHj2IpNvtIgbQXiyE7XWDcLpj/MVDiI2US9BqBwXJ3ASriUaC4TQagvyJLTuuIoehiJ5PSqbwE+9375DDKqEvVCy03wSlYSfFinOdjCJWPaNKIpEj1BD66WpdTaRyePUE4I6tEs0q8h1TY8YzV6eZGpTJqMlefYmjzgM17ZQa9axZLBu6kfOsAvzD7Gfa3XkM+8mWlNRdWmwWxQTglaRJ2mjCM8naYrWScnKdYj1MMl1hphSqaOtdRWJRIqc0bvx/QiXL/pwi1Lf1J4MS2CK4EhKeWIlNIGvgq86YeOkUBSBN2kEkARuMgWWT8+RiojFFoh6kWJ601WrUoxOBgE+Dzp0uanqPox1ESBuAZ2fIZV1Tgpt0FNRomKKhHVp5ycW2pF7RFd9RD1apiEEUz2eqSOrado0yRNz2BcCX7IbjtYKNb2RTa2BpOtIvPkRY1tmT7e3XyEf+MGfH8CVJXOhQKnPJPWzh7Ao9JqgWyy76tfASGYjxzFUBrc7LQgkYilzrS214phBMJpUm3loa1hdpWDdLuUmQEUptwytXiZtRsPEAoZeNV+XOFjCRczouPFskgvj+6r+JEytj+Dpmr44SiOUqVnqSBpvj7P8ekKXn0TeFGa0qXoRzmjzmLZQQqUEApS+IhQHDUsCRJGgoViUsdptHJo8VIAVoU9Xre1lUcGF2nYYaywJNyqcqgxHxCBKSmPB79Xr5/jC9lPsc4I0kA9okhcVsW34LZ10IjYXNY/RZ9SJlQ1iRVqHA61UAxpdHYNccLtZOuNbyDi2HSfNXki30oz5LF9spuGbhCNljHdBOX02oDGsrNMpuNokR502+axbAZPk3hGsChFi8Gm2hhjZwvonsqYsoDVtKjFsiCbaDKCZ5/kbOIwQgjibe9EKY3y3yOXMLnmFzjMNk7HruFU9Cr2rvkQMzs+w73KdbxdPMw/z4yz3bb5RnuK3tIapDcPQiUUS9BVMogKjanGGYqJMI8VVnFp+DSLY8PLcQLTMJBOk6YzinRrbFioM2naPBJy8WM+plSxhYsbchjJB+nKtl/BmQx6TeXdCJYvSakarpwmqqrYJ4LA56gb59q5zThiBHyPcFZSbGSDX9ivMhpzcJxA6+2KzpM3WyjLFHm9hd/+//4rr37DawjLGLZqc3a6gBAJdF9w6ppX4CswPxGnkzICnx3WKRA+4+oCpR1BkHm1FuxuZ40HsQk1rmMZLp5mk08XiUQOkp+sc9KRRCwVy7IYWKhQbiZRFZ9MaoT1kePEPAdXC9G39RUYzTrDj/4zGdFkvlbn8vbdGErgytRkD9FmL6FqkZF0lLQxTiieAhQModFtjJKhHMzn9jN8uPgNblh8nJNtP4cTWseDk19AsUwa8aWqbBlB9SLoc8do0XZS8SM09RrrHJ9mLYlLE01JENYXeMxfhYKHkTz1fMTej4wXkwh6gMmn/H9q6bOn4qPAFmAGOA78tpTyad3FhBC/IoR4Ugjx5OLi4gsazFx9jg3V9bCkoW7ffiW2HfjWXd+j1U/ho9IbDSaVnZilxWqhxakxT5ZXlxaIq5BsPYCCgpQu4DJYSxOxVIQUmOo8VjhNTlOY8ovMq8GjrKuOA5K12/J0tyQQmMw5NWqKQTq6mfFohdbpa3EJ8ufjFYOeep62VASJSV8UVBGm2TzGie8eoMu3OZB8nA1eP0o4idSWisdEGqMZEMGhnj4eXN/L19ffhIKP5+zAlQ3y9Sfp3HoXAKGQgW+c729eE93ISOAj170wfqIIbh5Xj4OiMJOa5621QMDMzo9yfKqCZ/Qh3TiaqDBvhikoVWaN2LnfDYmLiGaRWh7PL8KSq8j18zj1Ng7N76DHn2bkiUfYoBXxJRxJXEq9dxP39m3jzparsMMKMQNk1SAtYxS6j3N3ss4OI3CTKEtbbbaEO+m22/BScySVJqdu2kjCCaOaFVKaRjbSwPZ0hkZ7eHga2jduxUfFOv1K1hW7ySirEL4kk53DEAlO6UkWdZ9YV57FRII1VZueqSlKikKi5mPKQMhZ7TaXGENM7h9GKmAKC7sewtSCBS8SrybiJXAGDuIi0XIbePnJ1WTm/xd3ZucQvsbo3AwtLS0Ui0UW8ik+q/4C11j/xKcyaY6HQjxhRrFDa5F+BaRFJB7nkrqCKVwm9DKuO8p4cQ8Jc4KrchPLcYJms4Hlg2nOo0Qc2utBEsBYNkfvYh4TDUu6eDFJcWl3usr8CayxMVw1giVVCq6kQxc0aQYFdu5OAIpOgq5CN55uIhyLcKzJohGk/rqKxXBrkR6ZAWBjfA7LDzNLC009QzgcRqgKcRLYis2xwQJNNeio+tFVO6ls7WfXKUgoc6h4XOUN4KR9mqrB9IZgjnccn0X6ksbeWURMw5lvYjcdZMijqps4zdPsfNUqhvMWRimYd9978hhWVSUbqrFWDvKL5n14iaW059RqPvHJv8GpxtmoLrK9ZQ9vbf857KXK5XjSR3PjqLFtzMQUovYY7VYHMhzD8yY4sHg162SQLbdj4z5S9cPsGjhOqw6N3G8yLJsolomtGUtrQEd4YcyKxbemTBp6DV/x6XJ8/KX203Eti64XOF7eTK+YwdOfffvNF4oXkwjERT774e5PrwaOAN3ATuCjQojU006S8tNSyiuklFe0tb2wXhu7WnbRZXYR1us4dootW65Y/s7xfNpkcNsugklhxmYI+zHaXIt5kaV9qfNjV3wSIUBiM3dwGxNeCAVB3IpjaHmUWCsRReVEwmRBlSQ8j1zzDKnUIrGQS9ToQBMT+EtNr4qKxkcTq4nZ7bj60naBtqCvMYEhqnjCYpUd4aGdQbrco//+RVbZNt/JHEATGrHc+uXnMLQYTSNFSLiMt8YQ0ufzPW+iGE0S9dcxY03i79xLPFnEPLuD8FwKU3jEvIAMPDOHHk0iRIKQjOKFy6iugbPU/uJMZpYbF+Ikm5K52QGOTVWIaD6Kk8CJ1PDrFYQUFGhStwMy8KWDUHVcwwAkUig4kRjSnWG+0c5ErY+t+gCK2SRkV9jdn+VA626eeMU2LCtKrlKh3rWGmA2eo9DtZfhU9EvkXJ+I1wFSgrWIKnSSeo4eu41muowADq/dStqsgTS40pojEm0wVu1DSkG+ZvHqKy7jkf4YNb3BjvJVuKkWQs0msVgFiYauJBhXPIp9caSisGpxnnxroI3GTI/m0gyPpBqsjwzRNt5ErI6x0VfA7EF6gc+7mO1let0OGiGdgj1Nq+rT5ryVkKtycOF/Mh2rMV+cI5fLkc/nqczV6LKrFEScj2bT7I3laBkSFNLntur0sU2VPVJnJDrD8Lo1SG8Rh02Yq17NntZxak/ehu/72I6LlApCdVByIWJ6hpDvM965hozVRCKoCh8vLciLQAmqmkXs0TGa6WBby3HbI6IIqiJIXWyEtyFCYSINFbtewotE0aIeqmJTagZ+9uGeBpbu0q0GZH1tJrCaG0InHD6frNCipXAUB32yTlU0EVaJWiTCjFRpqUPN0fCBbgrkoymkVCnOOoRciN//BOZAATdvEN3WGmy3WbWQ5CkpdRrVMle9aQ2trRGmasEcP3r0FHjQG2my1gncZWG9SaZR4/Bt/0697qBoFhlhcmP2SrqL3ThLJnfb1n0YqsV8524AFHuULk0jFO9B+lWKxuVsV4aJqgZhzWCyO0q57zV8Ymsvrpblya7fJOapKJh4KHgoSBf6Sw7HZ4aoLSmCLb6DZgY1BEm9BSdqM1nrpducYUfbjueQdC8MLyYRTAF9T/l/L4Hm/1S8F7hNBhgCRoHNvAgYGBjAl5J0dh7bCi/n0YPEcTVSMooqJRk3gZSSSjjQMlu9GItqlnjDRUq4NmGhCAn4+OU6BTuGIEzajlMP10gmgsV6bLXPourT7jiEPJNca2BqR5qBoZSqBMHJk6k7WDtyFZ59Gj8cxZYKZTXKanOC05UJXOGgyRh7YgUIpWna4/QshhmITlDx8jQTMXJLfYMsNUy9nkETUEpq3DJ5mPXxCOsJEybGrDhGfOMo01ObKQ29C1/rAQExI0hZdZpZ4iGNSHgDQgia5zYtCevgS9qVMsrDWT5wt89cYZhj02U0bIQbwQ81SPsTtHgZauoCD4zdiBASsAEPYdlIBEbvOsw1W1FaFCZVAwWfy3JnUCyTUqnEWy/rYS7ayhOpVfzTwY/w70c/RKkvKCpydBURGuKI7vLL+XUsyjAhSyDdWbKhDgwhWWu1MpcIxq0na7R3B+l2qZokHqkxVA78yvm6xfq1/ZjegzzR+QhqswbSR63PEonU0e0UCoJKrMxwLMjUqDmT1JNJKkRYyGm4Wh2BJK4YaKle0paOu3qc9dJEcbvxvUVqsTQnV+l88eZXcfDq61lsjJHWVKx4Hx/+7jUgOtjfeRenIsdIJpNUq1XKJYtOqwBLmqPUe1g7EaYeOq9HhecssihM5hY4uDEQTLWwy2Ol7dRFlk0zn8PMB3NOLtUAlCIlhBri+sUSI93rSVvBGqgCVsSnsJT+W7Eq2GNjWF1BHcop36cuffqVGIYviak6pbCkpRrCVOdB1YjFgrFuKq9GIjm51qStnkY4aVLC5pJ1AUE0hEpby/nMl85IBlu12VQ1qQkDQzG4ZPAoE4rECAkizfDSHIKYFWjD1fkmfTKLsXcf1YcmUDNhktcGzgZndhh/+hu0FDUamo1rGrzizetQ/CDoPdlUkaqgR/fY7AXvJ2XVePORh7Edi23b7yWVnietGOQnH2fxxHFcJbCi4l2TDLYdYyYTrPGMP8sVl91Dx4aA8A3NJ9Iw6dMDghnvinPlpRu5Wo+xcf6LmPHLObTjBnTfokISBCjN09wy8yCvfLId/n/2/jPasus6z4SftfPZJ6ebU+WInEESBBjAnERJlChblq1Wsum2PWRbw0Nty5aH/X222+0gW9FSK1GiGUWKCcwkCBBEKqBQhcp1q24OJ4ed91r9Yx9CX3v0Z0uy9Au9/qCqcO655+y11gzvfOc7+xmAIuN97LgKyqek57iSy+ok9XCXk/X/tsz6F7P+Mh3BM8ARIcSBSQH4h4DP/DevWQPeCCCEmAaOAX8pRNnbbruNd779JIViB4Xg0qVMf8eyPFJpolDklMDyqxApuk7mCIpphY5ZwZAQxTmOORImAzIsY4cktEGvUpEW/UJExXHxZcTlsqCtSeYin9CxaDTW0KMiRlRmIx6iJxGx0Nh0LnKgcw8yPIdyK/RUjrVqkeXRNi8PWsR6glA2f2UwpDsxcMV+BQRcEM8z0ENmKhlEoQnYH0/Rt7Pi2ZFwn18/vMgDw+zzho2siLi5dZwTW8+Dnr3fCpmgW+SXcJSFY2UF7e62RKmU1LHQo4Q7Qh3ppyy0FVujTdY7PtVRm5gcQvcpqh3KSZ1YRLy8eTsgAYWphcikQ1SfIy2UGcgNhJI089f4gHMGzayjxSHdbpfalYsYIuHG+hxvTJ7jADt0ytn3S03o2xmj6564wi5ljNhBpS1q9iybusd0PMU1RyEB3QrQ7/TQlYM5ggPsca23AmSO4ErvCom6xolxAXftCs0bm+ijPo49wowqKCTFYxe5KQ6gpwl9Y8zJCxf5lnkEEsVs/jIVPFrdMnrvnSTmgN3CHyHlOqk1h0p22WvM8PitDQwV8ZPBJ0iXXkITGsX0Et36G/j5T85hcoznms/x+c4XUSi6UYwwIhw3M9Q7jsNS9yAy3cN0skLmKadOgKK36LJVXSDKu6TRFdbOJVw//CEMFaH/0U8hkDBxBKtJBv3cfX2Lq4sHsVS2/0MEu6rLRJ6KfjQkWl3Fax5EKcWWLvmaipkxBftRRFl6TMtjVEcWqZ0RAOrGZK7BeIaN6ZRB3uPWrfewtXUnVTQOLM6ii5SxMCmWK6/cy/liA11pTCU6SkCrWOA1T38V03JYX1ohF1uEep8dVePR/hNgxXgq5ETpNKKwQLw+pvDaeYypHFrJohJn0fvR9QKjXMq436VyuExVZJTvzaSBbDoYjkdVjHiZw6SjHL5p8/x8k6Y/plxskxcxXa9DuvoMKWMQBlZ+SH/lC+xWdYpByowxgSRPP4M0TWS8yrnOG3mP+QS1bgSm4pTxGN/60R/EHH+Jcvc5vnjXffScCt0Jc08LB1zJH6JbfT/d+QxW67kKobLn6grBk+IYRX1IzY0wtf+7wN5f1PpLcwQqA9E/BDwGXAA+qpQ6L4T4aSHET09e9s+BB4UQLwFfBX5OKdX6f37H/7ml6zqF8nmsSZS1uroKAnLuJB3WfGwslF/B9qBrB6SkSLXAnp5j06hj6SECkBNKmkWI6TkIrUxNKLp5RcPQ2A9ajCIbKQQzUcLwgMRxxmxtTnj38YDtyhy+piE7RWIRoQgRlkZP5livlFjut/i1Vh1Pl4BLMXHITaCjcZTBY5dyWQRRTjPDb4mUdlyma1ey77S/xYX//BvU0xLtpIWz0MUfVTC8BvbBWfoT4atfnznJF6pHCf0CaWBiORn80d2TmPkUaefQ45D7+yeQ/pj6ULEZZds07e+hhI7QPTAC7MTBVgZzjEm+x2aSMaHZJWrOMPZiLuVeQq6t8qXoKMJI2W4fwl88guxHfPfyUyzW95GtlITs59VkBoQwJLvmNkIp5kolRqqMUg6QUrNnaGl9XFlCkWPNMLBMj/iIohALVLzPQrvNtV6WXXS9mN966XcQSufw9hQCWK7chFihghQ3cjhd+Tj/ZvfXOb1/k4o3Yroz4PT1XUbkiNc8bC3gHmODK3sHKbTupLf4NUbhU+wGlxi50yjZZVSYQUjFff5THLcv49z9PIlKaJohIrjJuPwo//gPIpZ6R/hK8CWemH6CS8U1Ej2mme8BsL69QWofQSU72I3sWZwQBZ4hJLIzp+00dFS6g6cOEZSP8LWdQ9hbT/EQ38WaDM/ZVJkTPbHZJjZNnjma/exQCa5H2f8zlWIUjIg3NxnmMtG9PUPyCRGjCUGKoJqOiCdeQxYymGfKySDV3ajOuZU2eV/neBjRSx2MyOKpzw6o59qMlEl3v0USRpz7+T8i10847R3Gm+galcI++WDMuD7HjUNHiC0LvJinOMkjyRkGZQtQHLh8kI//oM/Hmv+S/D3TCCGwD5Zp6NldWN5xGdsJfr+PXrYpGxa7skSsTNLpHCW5xTWW+CjvJC/GfOPQbYw1i/VLU/TOZs7Wi/PY8VWUHKAMk99pW1jOLu2KzlQ3ZcHQUUqASCksBshknTH38sb4DMWWojNaYufKL/Fifo19Q+fW839A1Q/49KG3sqbNTJ7b27kt9zp2cjXGToohdVpuQmxkBt/UE74yuodD2nU28yf4u//ld//7hu7Puf5S+wiUUp9XSh1VSh1SSv2Lyb/9qlLqVyd/3lJKPaqUukUpdVop9ft/iZ+Fdvub2UR0YGNjA6UU9sQRjHWPPDlQOvRKhLiMjT6JWqSLw1qxidBllgxMikdKCYxIQ2glyjmfGk0cTbAXbmFNOulnEgtxdICSgvZuVpcYaDucO3Q7K3KVXOsgaXQe3XSIhc4Am3a+yGzP477kW4RmgsTlirHMASMrlJ8xTuNISaAXKScWs/tZJGGSMlA5dvM1quMxt/inmfPnMdQyO/5FirMevfYcxdRioFVJJgZ2p1tlt10hSJzMEU6kb4PUwzByKMMk1kas9B4EJXEDQT/OvmBDZM1fQveILAlayKF0mmWty9DKv/Lsg9kqIgq5OC7RzeusugfYkmXmq11uv/2LiDQmFCEVd8R41iVSJp+QWaNZLsogAUNG7FgdptOUOCdRwkDEExFAe4bRBOOejRs877jURBvR0Sjm26B8+ntTDOMis82sfvHFq9+mHs7D0EEzU2am1sgbIYev+vwv1Z/lYecPmfbH/JWtz1MfD7jv6Wcx3AaJ1OhHFtfDOeaMAVPd25FaRHfxqyBS2sEmg1wGRcz3a3zw8XNUgj5hWZEqxRYdppxFBvFjhGYOv/IG/sFH9nj0xm107S6fPf5Rvjr/NXL5LIOr7id0yksoNcJuDilbTcqYnLfb7HczOOdEIev3iOUWZz+V8HJwhJv2bTzMUxz63h7luqQqYHmY7fv5Q9l59NDYnRSKT4YRRssHpRjKbP/2dMU1IWnLiKph4OgGyB4Aia2BUhTchNir8HR9i916wMnVEsWpJxlbASu2ztq6zlSuRS/N09rbZ7i2SyWtk78Bd41P0pvIeU/3WuQcRVCrs3LPnUS2w9x+yAu5AEfEaLECNMIk5SO1Fl8r3kRoGWRmHyyT0xzyZh0z1TCkwBv0EEJQLpispXWEUBhlwYK/xbqaBQR3JU9jhz6xctm+mCfpZM8n8fMkQqDkgMAyOOMZ1EYG22WD6V7CombheyV21o8zfWwTkITamI3WMt/dP8XSx7uk9YRL71yh5jZZ7MT86AvnGZl5PlZ7GyiBJ5uYsoZJjGd4zE29l9DXmRARiZD04zJL43XWZ+Y4WXD+u3buz7teNZ3FW9efYvXxAOFnWGIQBAgEuWIPAB+PqsgOvjesM4xqDI0usVokTKu0S/lX3kuIbDMSqSMAoZcoV/e51ct4+jflLlHLwJYpBb1AbbZNvzvPXFggNUckTp+Lx2/lhP4iOa+BjK8xVco6IofCYeiUMFL4VyWHnL2FUi7X9Tmm3cwRFAKP5cBBl3VK/THlMDNsjooYKJv1ao3Xb53FtmMG+jVAp1t6Dk2XuNsPMpOW2dLGaJPa/WG2uSu+yABFElRxrCw6C9MxsZbJA2yUWujjqT95Bl5Izk4pThQz0T08W0PicyydRxPgF4ooYFCZRuk6uc1r7FjT9Mwq1wqHqCUxtShHsbSPNdzPNIUW9qi3x8yzz29M2MaNIDNkZuyza8YYzr3sjLMuVi3oITQbrAojslR9OWxw1skxl3SpXrqL3nJ2sdN2jRoD7jgyYbbELivdGdIACqU+29clS/o1brys+Nz1Kf7L1bv59dV30Nja5NTuNdzeHlppAZnCwMrzcjzFOCnQlhFr9ScYyTF6UMEfu8QiM2xzwxp37l+n0I3olwyG/Sr93mVq1hQ2Cnv/d+lUT9Gt3cePfPIcH3r2Pu7Zei2pSNk2ngPgyKZNfyJwWJjq0nSzou1Obo+tzi5CKR5QL5PmTdL0RZRKyVk/wh+vnaRFjdd7X6Q4hil7l2Hax7XrNNstvOkMew4x8NNtClJyIEnJtSNSzcCf8PobtUvMF7Z4OR1TMTT6Zh6ZrAM5lJmRqUM3ExJcnf4aZiw4slEgsQO8xOVIQ8OfHzLt7tNJSnT8AcP17CxPpVPcMzrFntxGSxPSsWRg1bCiMffd8SCxaTDVi3hBbNNWJR4YPQ8oOsrHTi02LY3RC9lzsg9WACiXTjFwE0pjE68/oZZ6e9yUZZyiohaOORDtsKXqCJnywuUSVjhm7BbJv0ly9C2XkQpSz8ELaiCHdArZGWrpKySaYGa0SzU3Yjwuc2PzFgoNEJpChVfYGD7CI1vnKZx3sZjibLrB/bP3UxmZzPgDPnDlawxFgUjPsWIKQgUPGwWSQ2/jOfe9FDoBsRZhaA79JMGSAdN7OxjxiO9/w19KCfXV4wi2V59h9/kGdnIoU4wD4mKHci4zMmMCmiKPYQZ0/Sb9/TKB0SJV08ioSFBQIBVBbAOZIYlllhlYqU7NiLjVO8JIxXyzMUdnmGcmHKHXhuTzI7p7R1mKTaL8NkE1T+LmwNnFiHVAYpQyuMfTLcZGxmCqjE7QmD6KJM+2VmHGzj5rxR8yP8zSend7lZ4+RFeCEiF95bBZqWCHX+EXF3+daVUgVT7MrFHYepB7B6/lbo6xkk5xSGTG5a8ZX+bfmL/GVj5zDHkrQCpJpIVEZoZVrld6yPBPBqg7Y0lV2ydi0jOge/TLeVJ86qqIo6doeZOoPkvkFHD39xBRQNuqEUeH2bRnOeS3iEcZDJVXuyAEV/wFfqj1Jd6jP8GNuMEL8hBzYZuoUMWMA66V7+LM3N9jZ9Ilir+LbU8z0EIGIoP9bvHrXDJ1Tr/0Ppre32LLeh+6siBMeNT8DicXMse5lD9N3c9hhh6zqx0OP2lx4Gmb6bOzGN23MlK3MQoGfH3zAd7d/joC0MoLyFgxsPOMNY3D4XFsDJ6MhjwVWIw6Nqm3gEr3ERgIrUQytc3KeBPPNRiNLXp6B00I/MYb6dseuc4X2Vh6O1tTJ7n/a1/nJz/1Aj/1rYM8sFcCpVjuZKwggNL8kBn3IJdJqDmSPd2iEI4pK59woUSaDAnT/0rsfwsRv5mP7LwLTUXc+1yLh3YvEuj7aKVZpjb32J+qYqAIlMEoF7MSx1TcJpW2xM9lTn8sUv7G7b/Fjxz/GBvdl5FKEcohIBG5kyjTIq8JEmePrdgA50WOrxWxEo3h5GwUGueQ5bPMWnuE0iZAZ/NCVqgtx3mWoll6qocRj/FjA9MS2IUO6UsTVdQ45v6X4UntGG+Jv0taTEBLeW/3HmIhuPnEJ7KzUDLxkhFT1jKX5huUPZPO1gbRaMSZYA8PE9V0KEcRx5M1NvwqpCm3VrdZ6HYY5Ys05vYpTPv4SsNREj/KGuRapRF1TXEpn/FfKuo72G4Pf1whTS3y1x+lMD8mTa7iW3eQ5EwOfeQjaHM/wDBNOVVqkvNsIs3gyIunmBqM2C0XSOdsEjvkN9845Jz9el7ffwxzVEKqAbptM4oHvCb8Lk4c85r9x+kMP/9ntHx/uvWqcQQn7/1rAOha4RUSa2XxOawJ7j5UKWXpUiy0aUVNRK9GInYBDUtEaKZHcZzSG88hRHZJktRCIXF0QW0At46PclPrcsFZAKU4MGhRXMiilf72MUqJQWx16VQrLA632EGRatkWPJ8DXWk0hMZo0nrevnCW0uxtgImdpqTUAIdYCkr+IkNjgBeN+BeHVjExuF0YDKRDqmmsmR1SJKV0iT3/BqX5mMblD9ASA7oMqSiXh/zXI5QgVQeYo8+epaOjcM2YQIVEp4+RWA5aFOOoAmHwJz0c9SEs9a7g61lTl24o+q5NbGVQRUM3ME1B1JzDHA65odeJiopU6CTj4yihcWh0iWgiR20sOujjIbk1nXeLJzilXQUEfyjfwEq8TXtlASsMaOfvYS7YZl85iBSI98hbM4xESCJS2qSshFPc6b+R4v5dSBXyiH8KWyhkssUhsc32OFOhbVgHsFOLo/bLHFoVnHn9Et947d/kyXt/nmuVPmlyGSEcQjnmtJ/x8v3SNEIqurkCUtd5vVbiDmHihTnitXvpd31UOo9M9tBFBSfssr8YcszMoJdRvM/u8Cothhx3j2M5cwx4mVhuc/aWn+BbD70PqcG9zzzHT/9+h7/xZUniHEEm28h8hClsZqxZvkvKYd2gV65TCDLoLF4oUzr4KI1ygyi9QDD8bZKxxS+v/wBn5ivko5jj5rcRpsv/eu0z6EaCrQlCDHqmzrLUKecaNLsKfzrLOuKpqxScMculdW7IXXaSmLpVIi8dyB8DwI119FyPq7mbkExz25UKAL0kw+srpR1EHLJgfm9uhU1rN8volD+5f3qCZKLXZHbRyya9c9nrrXyRh88pnrcUBRFkcI3SmYsyVtPaajY0ftwdsRfcZN6q83LzOArF1uULXPn8Z3hW19CUwp8rYokAxiFRaiI0yZtmruGYKV6uSIsKaVRAWil5PSacdFZ7bsL9ukHLXsJKJfnC0wgB3nCK8tjHWr2ffFOglE+Cz9OjR3COLHFTZoFOvfsirn47Yeskea1LJewS6g7/+HabP3hnzEvWQW4b/ga3PXsZlTRQaQ+Kgn1NcbRzFYXOPfc9xKGD/+B/bOz+HOtV4wjcUpnq7BzhqDNh/UiOV3cI3Awq8kVMPilQKLZpqQafvuV1pCKjeJp2m5wzpDBOCEbTQEYfk6lO+9Z1Pn/frzG9P00tLXPN2MCLs9m1h/rbFBeep99v0kx2ccgR6wNk2eDNgyfYHhaJhY8QNi0VUxYGt4R5PFWkVYTh88+gu5mhbaYha56JJixSJdFlnfrOiF5Ocu9jjwEJdU3nIQosDDe4YXdZimawqLEpzjPbewg7LvOyvsFlY4c/NJ/gl6wOLhpddQud6Dd442iWghnj6pKAiMh3SBwLPUwoBtOMJrxrgPoAFrvr7OczQ+44OqnlklqZNlNTFrNB5lFIcbfF5wsP8nz5FNgayp/C1YY0gstE4yy7smoS021jahoXvQX2rSrHwzW+kNyLSuDmiWn0NCVy7+SdnW+xK2voiYlAMarPMZ4M+tgQiqnwAD+w+36GzedZHX+UwzgYtSOgfOLWHC9vfhyAIDQ5nVyndFHx8tG30hU/hxTTRMOPopJ10tkjvH3pJ7i7/jAvDg8gDMlmNQsCho0qb8OkIARO+essL5/F7S+z1r2XQWkame6jaXVy/j7teolmYRcl4Yav6JWLXAxf4C5hsDr7Oizbwdr/CHkvpJ97I9963Y/xtQdew/aU4NHnFN3yEVSyjSj4uJ2T6ELjuyQc8AWD6hTupMnPTFNc06UykPy1//2XSRwXGV1BjDb41rfeym+cXOJqkhXg31Le5KMv/kMSW88yAt1mUbiU7DKzHcVw4ggK889n+2tEqEbCjeAajp7jcP41pHbm9GWoEEKxn4A7fC+GzMgU3UlXccVZpRCMWdSzOsZQOQwij1QmWGmVHaNFYtqEExLGQWubw+ERwjRzDOZChfIYWsMdhirHMS8jFlrnnuVX/lMC1/cJr6/y7Nlr7PtrFDSbufQY2/WA9sY6F7/9TV6yyswRELoObtLhG7sHUaaOPqHk2pOA8Hx8muvtFYQdUhAx8SRrLogqD4gFEmuJut/BLmSQUzCcYXYIQaqIwocB0PwXGfh3QxLx7N4LNO08w++0wX0Tkdvj0dovkqJzdGtMx1Zs69P86PnzhBvXwLmASmqgxiSlmPP2Mawog+p+cfC7/Jtn/+2f2ub9WdarxhEAzB09wdb6DRCCcmkXVwet/jAKiISPJR1csweAmXisF3UUkjndxrJC8CwKPRtp5gELJQ1emEq5mBOU2ll08py9ASlUwy63qOdxquu0W0uctJ9D1xx8fUQh5/HQ6Fni3iIq7aLMHBXlY9t7zEgLic4Xb8tjPvkC6098FYBGEnLdMTKdI1IQgouNm1RmfC6vLBKFY/rK52dxeMPqBRIt5a5RxjmOa6vUV9/BttqnqvLc0PZZbU5zh/xtymwyFpextMu8abjIQ65LyZ8jFSlWdBFpWWhJRClsMEq28Zwc45xJs6+YCvoMSxUAKq5DPnVIzMwo2UkJd7ONu3YJQyoOhWs8ZzyUJWOxTTF3CUFKlNqkkUuzvsM3Dt6DkCnfiO/ihjXN33rmo0gl+LHo53ip2mSjeRSl5bmrdZ6xrKFldoJfvv8QT844xCJhx4BKOsfI7LFz+r9w1j9LF8lK+UEAknGF4+3zmIbE6G3TaL+InRxne+6duFNfJx79Hkr2qeQOc7hwCwXN5WDxVuacH8deMthyMsecr1T4ABY7qYTCFotLL3GhdpZEllg/KPEOHiOo1zDjNn0KpKWYZOCQtFbYW17iSrSJhqAh6rzj7/4jQkOxYzxGz9UoDo+g7O/nqbvfx6/94DSDQhVFiKWZ5Fu3EJBwUQRUVJGRZeO2MgZXIQoYK491+yjuXgutWWe4cgyhl0mibdSn3s2/ns46X/e2D3Pf4AWadgtPWFjSojQcU3YqzLWh584DisW5MwTdjEUzU+qw0f4afjKmUTlJYo4QqcHNA5nswfbuGygmf9IP2g2z+pIrLzEVdmhO5CLGymUsIvzUo2mVecZ9GYTOMM3qcEfNTY52TxBq2V00lh1CU+PYNcV3xS28O/4mwkzwXIdioHHgis7qe97Dxu/+Luvji4xUys90G1yZH5FEITd2t+gaOYoiM/ZTe1vshwUsG3KTMaslmcFQW8NpzrePYDgeQkAwUT5rxnPYfg9pLSOja9iuT5rqhKM6lRg8Ca3xA+Aq0nSVVKuiRrs8u/Ms984+iLebZU/bB8+iJooDc+GQn+cX+Gfjf8bi+TkOtm8j7hwnmfQ8+CWFnquDaRDaAYNowOvmX/dnsHh/+vWqcwTjCSy0uHSO66HGyto9KN0g0rKDEG5mdLjmsMvV0iKR6HI6nkMp+I2972fQKoGmI4SNUoINK4uwnOAkLa3Pd+JDCKX4357+bfS7NwBotRc5338bAENCCuaI04OLOP1ZlOwS53IURMRYT3CK2UW9OXOYtbpL8JUvAdCQEZvlfKbfQ8LYGHNmZYtgfpXCIx6altCLdvCU5If3TuFIm3vGp+klexy0XwvS5Nl4m7osMdR8uqOYD+jfIC88Rkga1i/yu5Wvsa2G6HGRpqgxM8rS4kh4uEENP2rRLlXou3lmOhqaAlXOk7d0Gm6RRmiR6lkdQUtttERDS2JQGm+IzjCfexwtlIAgLGSQGconGtdxCh3aG3WOqauExTqFKzscbO3wN6qfoiH6fHrvdr419zBOEHDnpfOkmosWeQjNYTku8OFTS7w0O8tRpaGh8fjhXyfRfVbsd/MZFXKCOiVjmjQd8JpRjkYu5e/vfwTnpSnOnvoxxtY6/dVnUeiYhR+gYmxwKlnkmargmdbjNJw5zBM/R3/CUHlYBSyhczZKwF4hSjQeDG7h8OAzFPYLICXjesylkzH5NcGgaBJtOVRas+w2Z9nK5zhr7PGIcjEOnuDk6Ttp7F/hzOxFVPBViv1LzHQe4djeP0FO6gOV1MDdv4WX9D735a6wKjKDUevsEiqDSjSirw1JZm+n99EPg2kgNMFHHziH0ARhfJWHn/9+PBHw2IGDfLRY4C08w0hzMKRBvO9QSlxKPowpYVfXKLtd9l6sEyQ2zWoHxZh1f4OanSM1xhhJkXEjm8Ww07qPitQAHU1odMMKBTx6ns9itEeSWtSdLoPEZaTHJDLBFIKretY1n/gKNIEp7saNi4yCzMHYFcHNpSPcc1lxRStQEyNSM6XVaLB5+ASfel8OMTNDYecGbTfHv53tcSo1mC2eQgmIhEGKhjFpDCtvtGg6Y3TNoBHnUQqmouwZy7HgXPs4zmSATuhIECZTwxG27pFqeca8TN5J8bwSSuj4xhRhImkLwZqzQiy7pJrNxo1n6YZd7pt7HVG8jEaENIJXeghKU2vcvdng0M0DrNtDDnRuo5/UkTKzKSPb4UTuJqZZJO8LVvZqJE98r7v8L3a9qhzB7NHjpG4RoRIq1R1Wd5eZ+raOIw1GegYtPGW8hrHlsNBt8VL5KAOtz8x4gWFU4FODh/lX4Ru4aCYITNT3Gj0V2NoRfkMb4IWLnBAvc7K9iTgu8XpzhEGRF4yMN9wVMXNxi74KKAdNUCGJmxncTaNBt/ACAA8OHuXZg1Xy4+xA1ki4acUIDSQBnuyAgM/X8tyjfRenEiI1+EbrS9Rlkb+39Ve5ZXyYbrDNVO8+dkuXSByHbb3LesnhH/h/yEjLYUjFWGXFU11ucZktlBbRMXcZy+zf10s9cmGVJBzTLlfYs+s0+1m7mOXaVFyLuVyNRpAj/P9xBFhVwMq41pZJfvbTyOksjPe1PEK30eSIaNTAx+L7vG9wn34WdINEFLmw1GB6eYNPWP+UKavHtcE85YtXkbnvqa128e0a/+n5gLmhx2l5lAOJxp6/zoLsYXlN7ii9jihqEyE5WL0XmWww2L6df6L9HtvXEtZW/jqJgGT4eTQrxWw+ghCSlXyTPA6/d8DhOjd4fPfjpMYcbx7DEhpv7qfsINmJFXF+jB84vL/zJvK9eYyRh3vzAgcaGzhRRKEjSISOumpSHhe5UVukV67xnHiGRXSe/84Gj/78LyDsEm964nNsFn2OX/odjl34BZp7X0F4l1BC4z5nGhWWeV6/ygE5Zk3PGs5uz2nsUKMR9YntHq6hc/3pbRLdRqQpdd/h0utvghwylpeJQsHxwSL/tlrlbfGThMrAkCZPp48SrV5DCo04tcgvPIeUgv6NAruDBepTLVCKVpyghCI1PIy4wCl/GZkIQt9kPjbRtCKaCb2kTFH6rAW3s5JuM4qLTLn7DDEZ6VEW1ChFV2ZT5gx/hG0LBvL9+GaHQZyNajUtSBYXKPnQ9a7hKZuF0TaRbbNVLXFQ/2naB3+Qp5du4dNv+WH++LYVfnte8Ndb78PPpYyNyfme0KXznsfcjEmsijjpAXbVQZaDrI9CJoKtsIHtjEApEjNBaQbG9i4vqUwg0YhuUrUl3rhK383T0g6QRgFtJJF1FJBE9Fm/+B0A7pm5hyiZwtAD9FS+4ggKc1epX38Pc9vvZCO/Qc2fYWTYyImC6cAo0ijvk4vG+FbKHZdn8Hrx/5QN/P+3XjWOoBcnfFeapPkSjuoSBEVed+1HAHCUjickkYCvnbiLwHKZGbZ5sXicXcPHjes8/uz7AMgT88f5GCEyKeqpOGUhmuZlI8/nkxJm4WXuip4lLSty1YjWXgbPuJPuzpaSHOztc8G00GXGyEmszBGsmVNcG1YAMN1lprQldssZDltQilU7yMYOqpADl1PKiWTNhA9vG9lcWssmHp3l8eBFHhreiYFBNV9Dmh6Xo5BZUWJV28ONx7xWP8/N4M3smHlS3aKHy1TSRYoETdr0KhfwTBeRxFyv71MIq+Q9RSdfYsOZouxJRsUUE5Nq3qSulSnGLqE1MRCpjtCr2ewGQLgmfUMgDm8gijpR6+0YbgNT80lG0+SEz/uNb5IftrD9EbLU4Ga1DIMQl4A3zpwlnXIId13WJ3CUCFrs2nUuyISjG/v85E2bNe8qVwbPUi07EFQJ0jF3CYOvEHAofwxbCAa9o9zW/yay91665SMko49hBT7Lb9iD+CQy3qBqvY4dM+TJhs5ic5Md/wZP7H4ek4TfIM/BoMpHiXDTFFnYxA+ywmgQNlDJHnbOYvbQ08z211FKp9+bRtyoojDYLszTLdXZHz2PhyR5cQddN6i9/lGuHjhJY+8y37j9BP/6r/T45tse46rjMSg2SbX38VnrOYQYo4RkPIE1Xnv6BDuixkzSwXI8cnLAzanXEWs2QiYcHTTZLkXMP7iDTFbpJ11m5QoHtuZQ5k2aSQfMJc7pJ3jpeUng1AFBYeF59lpzpKFBd7BMpdrDMA2kXeSaGtJ1XQbmgFnNIhxYHPWvcSId4OgOup0wkCWKSciuWGaeNqOkzJS7z0AYSCGJdRj4e+QjB0lK0e+xnDtBKg/RKTyFPxGDM1XKH536FqEBtZsxT2uneUP3KVCKUTPPRWOLi1MB1+48zc7UAvVel48uGczEFaam78bXMjgvsRVGmjBtRDSNHyIixTAi9jjIcrxL3vdIdZsQA8uIsNIIaUpi00TGkueTUwiVsux1KRkwHldp5V0iVSH1PdooZp05QCCTmww3X2I2P8uMPQvU0Y0IO0noUsZIUqzpDfTYxUkLLOd8YukTWg7fM8v9pIZTbUPY5tLSkPJwjFv8k5nUf5HrVeMIvt4Z8rPnV1GGiT7qs7lxgmpaJXF0XGUiheDxKYOBm8NJEuw4RinBtaKJjoaVZtjnB5NNjsS8IkV9azfP3f2T/AI+rgix5/4rhaBHcFt2iHc6Ge/3dj8rlO0VVpnpeFxNnVcGTxiJQinYTitsDjJoaldGHC/czWduySKAoVbAMxSakeGcjj/mnWdTvu87KTcQjLoeCI2r7kF2t7/EBWudREZUxCKtA5+hs3eApjK5kff5O+OPsaZNQ/B21uIMx73BLHNp+5XmHFHcIXJyaEFAP9/HjYtUxildu8ieU8FKFYOiRxIZVHIW7jiLugLXJDXGmFJHaGUEBgqQpkmgCfRkl/BYBRXXCMwqmhETjZsYWsqSs8P+pkOjtUpUKKLZFp1nytxkmo3KIpwu8WDuS1zTMyaGFgWctRf4R3j8/bUKeygum10enHovkbvP9dEN9voXKBhVfg+JIXQOl+4kUg7fvP4w64tvIfI+i5R9rp5uosQiQuk0zABLX+DTMwllehybvYghauwG26yZv0kbiSdivpx6lIxthBkSBXU0BiQTjaFGro5uj8nNraOLmNbuMsqbZqfqIIVOr1yj1hV809rm1EAQ+TH16jQ3jt3JU7c/hDHuc+vZaYzUZiraZ9dq8FnnIkPh86X4KEauTxgMmAokJw/dwbaoM6vaxAWFnvToVY4ihU6ipeR2I9rSonG6Szol6QYXcXSdt1z76zzu5Hir/gx7pTu47+YVZDfHID+HVdrCLe7SX80yWa8zj25I8iszfOFUnZ96eJqP3PtmthvzmLl9Ki2bf5v/TX5a/n0eaFxGd2MGWpFCHNOXEycpp5hyW/jKJFQ6vpmwOz5DLs3jGWMKyYgF504UHsp8iqBoYUmNl/pXeKGk+PzdZW65Artak6lxl2q3S1rJ8WLtRb4xZfLEyePcde4sH/rYhxkUHH59KeWN4nVouSzg6ldsioFHvXCYYnoAJWC08hgDZ4pZ2aLe6xCYeUBQtEY4UYi0TJKcQ7GguKYvMMs2t03EBsdehXaS/SWNI1pKcki4WHoRmWwihwPumbmH7o6HEDrSCsjFEV3K2DJG6Alakt2bt0eHuOTcpKB5E31kk75fxy5voas83XoJXaTsP/ZLf1Em8f+2XjWO4IhrM9fLimqq5bO7tcyWarF+vIwrLYxU47NzJnU/wvUyeKMUjHh5ovg4JbO00kqLvCeJEAiUSrja/mGe676GnlLcqd9E6CFKjvBvl+yNavSiCihBWaWkKqFlt6j2Y/q9AqEeA4J8FCIEuGFCbbCHKSM2iMkbZQ4XMkPd0QvoUkc3M8ew0vZ4z2OCNz2vyEeQpCFCKTadWXbsOmevf4IgHRPYO+yYV+kKh5EYMs8Gh7VtXs69CdeoIwaZzMSO1mBetZgoSKOcbRI70xg65p1GTxNyUUpP5EknXY+hM2LoG1RcE22gIZEIW5KaY0ypUHo+uwBIUhxsAc74G9jNHKrms5vWUHb6Si/BIGfSW3eo9G+AEHjTi0RDi8vpLM9XT3Fqe5OH+DJ7SQORCISSrLjz/FYCDQS/oDz65m0E5hhl+ixeSBjvn+WiJlhH0q6e53DpDpD79Co/QRxdREZXcM0CmyuC3v4tKJGyUlohlEM+drDISc7hNyROkiDVELo3+Sn6/KoxxkpCHPda9jDG8yhtlZgmqDF2egiRWtRWqjSqG7Q6S8RGlZ1qhutrQlHwDb5efI48govfWsOJTJbaHR6//1HWDt3C9H6OmacrGLbFVD2LaleCKXZkiYI9RI8DFsYp9thhU2swozqM8g4depQ1D4RgZIXUBiahD/1UMHVkix0yuqmVq3Kjt8JbtWfYzB9lVt9nqt9je/oQxYUzKCWIr9UQmAxHLr/FT/KLj/w4jx2boTH0mO/vMtO8wGuuXeK1O9eZMXqEqkjT7iKLilizcJqScDL1TeQOvNIUOVQOPeGxGTyHpQqMTA9NEzhGmVQbUkvahDkbG7ia9gA4c3CG2gji4RrB2KQ4HJIIi0u1Pl87fgcze1s88ux5Hrh0kfl2hyfnh9jKol7MgrFuo0zJ90i1KXb1GwDoZkBU95hVHYrjDqNcBaElFMx9jCDLslPLobOyxG59htnRBgecDJLzxhVSL+vtkULQRrGoLCzTAeWRhBp3T93J3lr2msjuUoj9zBE4PlpiI9DoqzYr8RRFQyOnDbIMWhj0whJWeZNc0uD1vsl7F17m7h/6238+A/g/WK8aR2C19znYW8PQA0QYIryI1eQm247AURahKPBkQ+dN2yNyE22WW7uXebGe0SPzcQOdFGSRguihawpFREeUeVkW+MlRn/nYnvwyn+iI4nz7KJIQoUwsK4+fjpnzhmgS3HYmM6trAmmZpArmgw7HB5dwpc+6ZpEzCszfzPSEBiLPjD+Dbk6GzuddXrhb8KGf0TEcjXFOoTSNk50bfKH5VlbcExTMKq0TH2GwfzsVFy7Zq/y49zmeMo4zEIexdYf6MFNO3Bcl5kWL0MpoEr3dGDSBFcFD/iGsKHOOpxsvsFzMmoF8LWAQCnrbl+m+eJme3aNkjkn0AEspzLSAQEMhUegUpY2ZDvjQ0hTRyWV6Rh3fDognvQRb5Rr2SEMTHvlRQuLUUMDTzgn2nAYnxms0fAiSJloUY6aCt+Ewa5R4ojTmfNXgV8WYc05mbGrrgutqlRdlSFkljA59Gkd3WXKKqHTMMPwWCsGB4hLN7SL+3jFqpV2WrUM8n16h5+Q5yXnGDZ2DOxll8Wr3IB/RbrIRm+S1BDefPYvCaIVAXSQ0sjOwFdXRt47BzFWq0+skqc2gUmavPoUZhyx7+0hNp5N7gU1SwjN7CPu3WPR3sZKYF08+yNfv2kdQwl86glQ27w7v4aVYkTM8irkBulIsDYaEj/0hA72AISQJGvvagJXclUzAzh0hEEx3bT7TNylbYz514C4u6VsMci+wsHmCA+YlitGYi8tTLPV3GRaXKc4/x0ZviTg0se74G4jF1/NNHuF13gV+7JuX+ckzn+VbL/wY//L6/8GOPs3juUf5zxvv5cOrf5vn+8eJrIwlM1pSHB/cyJ5R/QRTbhaMedKlFe+S69noWoGhOQRNp24+TUX7FI2oSyBy6Ch2JmyfTsMh0cBc77DuNcmFPkEkcGd+BlOPedeX/xBduNyYLfK+J7/JxeIij6cvE+gHMxipUqUexIxFwG7lCwAYRoRqbGCKlLz0GeSrzNTbDHwPLRSgaQg7x+eOv5VBsUptY5+a4xGkGlGU487oy/RdQWjnGQuYwcRybJQKiYM8p/I2WxdWQcVE+S3K8ZgeJZxKFy2oAGCf/SJdrc/rjCWq7CBFCsJkkOTRzRCnWOWvB89QsYssv/WH/+eN4f/DetU4AlvAQn+fcmUXAVjjMX7qsWYprCTl0uxBUk3w5i0fW2XG8GR/ldVynkALKKspCtJHkzZFOqClQMr7Rhf5KWweam2Sj7IiUHU5AB0u9xYgDdFSC8coMmTIyZHPuqUzNZjOmkZKEaNCAdsLWJA98jIbj9nRwdKLrPllFBGeKHC4fwjTyiL4TqFA/84cUhPYKHr5rIvzXVefB6Ux0zhCJFqMmy8w3r2FKT3gAfUFXEJeOlSlJTMH44RZDcJXJapiBBMn2O9lEJGpNG73jmEnWUHv8PJVbDXJmDzBIFKImy8h9Cptu03ZGJFoEbYwEXH6ynAaADd1KZh5fmZpGjPnM2zWGBkDAr8MqcaOWCYfQmIbaEkepSvSXJkXardgyIQldZ1ipJFqebRwzCINHlA5uuEOQa5MfLyMrzQ+Nanih2P45EMRLxJxGpN24Ro3tXWOlW7Hj34XOw3oGyXKpsnc7jRpZ47DtkmsIr5Um4i7cQ4MRWMhRhc1vERi6k/Q02JKro5T2iaNctS9efbC6/iTYTQYs4xfdJGmT7W6CUrRr9vsNWaZ6nSYkh36xRoNDx4z95juxZjWVSqlTea7+6zXmqxN+wwPLhJpOnX9Lkxl8R1pslDYRstlNN1yb5dNf4UNJ+vH0OMkmzjnJAgE/Yk89NRghuc9g5uuwzmzyjVth04+pD46wHddm3fuf4Nzx26jFASImsCpbnCmd5RvvvHtvLtX4W9fifj3l/+QHx/8a+qtEW+xPo1SOh8v/z0evvN3+Jdz7yKvzeO799Dy7uVavALAUK/wof7HeFoepzF1gCm3j0ASqSL9ZI+pno8QOkNziLByFPUnKOuPUUsGxJGLpo/Yn/CEhRhxacFh9rpG4FsU0xFK6uzLZQ6MLlEZdomsCteayzz01JcpRym/dbxCR6UUkQQ5lyk/pq0CRDkLFnK9RaisERuCnJHSK1Yp5QeMujoiyGAfZTlsFrJgpXy9hW0mdIIcIHBKN+nYCZ5To4LAFTr5UgFUSOTnGX/tV9n+xmVMxqhcj3waItFxa7voSUaX3SgP+aPqt7hDK7IcG0hSwKA/GV6/f6xOotucWfxvBzz+xa1XjSOI9q4iIp1RtUTZaoI/QGmKK5pC37/BpelFTvYCFjywJ8awOeqQaoKRkzCDQ0GL0KRJqCVIIzMUM06X28o5eqFPPs6w0KmVGLUp6Hg2qOxn8iJPXxtw+yjk+UqOYjCNkj20RorSNA7fvI4uYFScohgPGQqFrZlEiYPAJ5R1GmGTvJYZAITOzMEJ2yJNCScGyEDxs899hIqqkebWUCObqD+PaX2CB9TL/If6+/m4d5OvlDJGhpYkoBSDOMOCy+lk5uo4+y6hBQvhHCUtS2/3clW8cTYspDC0UQjygY/SDdpOm7zuEYsYS7OzJighUCpGyZhckqdkl3F1jdt4noONEU6hB5qPHFaJnew7xLYBqgRSI5mZQ1ou77z2OKkv2bDvBk3DjD1uXX4/QTqmbDWJ9S6qZHGr+zJPjGvsezV2Z2CzmLKjmdwiLNL2ST5Z+wpFs8ayeZRv1x9kYJbIGYryuIyDzkw0zf7gBpfm5ykmQ2bYBgnR3QaRrSFVn63hTXoqoemaGJUO0WCWmahB29ORaQtEDqG72Od0kBqmADNwGZUS9qvTzLTa5MQ+3XKN2ZHiy8Vn0RAYV99CqbLFYmeXcc6hlB7FTPJ0KnUeUDkuJ312zRpz+W3GlQwqcocdaqrJ9Wq2f3aQOd09bYLLGxEJBlavhiMUX9IEYhjhi4hYU4ysiGf8Ou/tfJObC4f5xm1V8ouX2KfJZ2Y+yJuGZSSSTrjDHTffiV4scKtzljmxy/PpWzhOjoei3+PY2a+h2Q8h45vEFGmI7Jz+4uqvMcLhj/snKeTz5DCpGWPG0qGXM5ETKfSROUK6RTTRRYgYpXSEXyavt+hq2XdKxIhvHzpOsw/5ocfabKaVdOvuy7zubNb4Vkgli+kazU6X0+01zh04wWquRUnPAqWa3yUSKYmTBQvWxhEQkv26RVmNkJpGOd6l1M9BPKEFGjr5MDubU61tcpak7+VJRcpO7FHvXUfqJQ6rzJyOtvuAIo7ytItXGObnsLQQww5wVGY3nNwIOc7Yb6t1nT/OreKjOKruQRIjhImMBVIJrNqQe177UX5u6hY+u/H/Fov/p9YzL34KgC+XX8P0yhG0YIzUdc5HI9Zlj06hzMO7PRSgY2QS00GCLhUbtsM8BgWRIKRJW9cI9exwXilY/J07c+xpPqYWsGgoyhVFfF5HxCm6FoPUcLUCkT5kJU54WXeQehlI0YpZ9iGGI0gTwlKDQjrGT9NsRoKepyt1jGSaVMQsvCL3I7h48Z0YSmWGSsvS58tzDe7bv0JJlvDqm4y2D5IrPMd7+TSftB7iRnGPopIsDOpIJUlVhJKSZBKdVBJBrBKCNNO5uVHJUvmGnV2ky/4yCg0vZ+F6WcTiZmebrtXFNTwCkWJpzkSYTKKIMeQYO3GpTCSy32md4c7oZTTXo6DtEvTnsQtZlBbZNlo6i+NPEzt57t64xsxWn9GoxhX7GCi41bkd0yigVFZau2llju195efQRconLr0fMTNNGi4BcEIqSnt38ZXGcwySDvdPvYufKt7Hcu4Qlu6Ti0octDUEgnNJns2pBQ5H10hiG2NdIA9pXJnvZXvePsQK15kr2YjGkGgwS1kWGAXVTGNIz6JHt9fB3qvjdk5xYOkyqZkyO2rTbG2D2MacS3novjW65Rd4loTy7v2USnssdTO47sjgBFIozqzcw2II55MuoW6zUNiibReQCIpMFGQrmeBhKfTRDI32JGBISJgeDqiHMbfkEtZTRdN6iWAi+yy0bQprh7k9uUBBevy7D7yenUM3+CfqX+Eqm3dvRNwcvsTX258iRWP+pb/Fa9zPsMk0Z7UTnClcJDn3LMe7348YnyEafQJfrjJXOYNAcl/yMr+59VY++NhT7P/jDyFujJnO9ekpg8TUadUzcsTYGBPl8+iTmb+xnCVOFSVjwGhCYAj1kKcPvg4pwBwlfO7W1wPwr6/9R36onY1frVoxb9Ezp5Cme5hScV0vY+qZqZsPrmE4PUIzO89pL4fu19hvWDSiLNgJVZuDXjbLXMQxCI18GFEJQqaaLQxT4Y+LRCJgy1DcevUphBDcMuH/FybS3GmSQxRjnMYOlikJc4LJV8HSIuTOhJ7tGvSDOT6vImbEndiaAcICBN1eg5K7wb3Xv8Va+QD/+doF/jLWq8YRvOf+n6HhNnjZPUzrVAVNZgbkzqe/wneOn0JPU+7b6aEhGAufAmNGKs/xnX1eLDnk0FgABIKRZhFMWtIJI4aWxs3SJpG+z/05SCWMVw1UqGOKhFgMsfUctjWZCNWxGDkZZTTVSygUF+o17H4H27WoijGpEowB06rgaZJ8WiKyb2KpJgIbJSA/qjIbS1JhEEwiq+1ak/MrDyCERljZYH/vFO/M/2euizm+evo0G6OY91ciXuo/Qjdpo1DIJIVJK3050YiJSbQcIk24VF8jMPuUrSYKQdjTQSj6pSJWkB3kvFQImeIZHpbhMVYKIQR6cn0ypSzFjvtYsUvBynN99Zc4HH+bkVdh3aozb9xg3D+I7nrInCLQ78VMyhT7y1ws3c5v3/8WXh9/mdPu8xzTPsld+8uctk7TDrZwjRKBTMnvZZ9FExbvLH+DZ/Zv4Vp6L6m/jKZSSt4NFtp3oinB1wo7bBz+rzSFxgfK95HX38wRp86KrTGaep5RWTDO5TmWXCTxXOzLAr/UJn+0hCYqjGONR/VnaBQF5GPUcAZIiZIplOyiGdlQe0O2uf3CiPkzf5dpkUcIyY/1P8wDzceYNrd52y1fRI80TjRyPCaGVGSJZtqkEPgstDss9wz2ajb39LIs7SWVGff54jZtfZqRk8OYr+IJyXapjq8squEIqznmQi4rYluxIhcllL0xU5pixpDI5ucJJro+c+VDTPeWuOTovHXnk0SFR/mlws9CqvhHT5zDFDqXe88QhwP+ndbCGa4Qpz/AF3k9VwrX+Y/iDG8/92NI6dPlqexMqx7Gnsk0XX4lfTdddYkbMzazl/YRSY0pt0VrMv5xe+4QWppSHI6JHR1tIpntyRPZfGczJBSZ9Yz1CDPf4PKcQCqdq1OZk/9Y7RYeb2fSH+uixHU3yxRyOwmL3gYjZTGyMxbf4fAG9eYaSZIFYHE0prR3N+2qzUKUDVBs5aE+SEhFgIhjYk3nxlSTY1vXqByYZCeDGrqMWJ0S/NGj2cS1o+hIFLsTufg0tbAiKC48h2Yn9Mw8qTABifIKyF7GZtoq6ajhIb4S7SDQOFI8gZo0C7bbDezyFg+/9CLvOPOH/NPG6T+90fszrFeNI3jyCy/S8loUQ5//08+6Wi1vxLu/+RhP3nInB1pbmJHAVDoDzadKH0+43HbpJb5TyB7TisqMpRI6+iSiynnZf1uVMmnvO9xWCFntatnA68RAFxJdZA6gbAzYNHSsLR1/MmgoVDWUCCnGPcq7HdB1ahO9njaShalFROphKYMp4xIjcwohLJRSMKgxleiEKiXQs58RhsPLhx8CIMhtcEf8OAU8fvb43+Pkzho/duQKtZLO0foq63GmpSSSmERoJGiUU4NYxSSGhUhiWqUeu55HwZ0nsopY6xFu02fcyGNM5K9NU8Mde2goDNNnOFH1s4SGENkFzEURduxyMn2e1dV/T+Legx+b+EmOWf0mQS+71Bu3342K34tAcPTK73DhwBz1zi69ns5ivIs1XuG24kE2xldo5hYZRx5hCvb1rObxhHcXjy5/harh8Sl5L6m3wqy2yb53iXxS4r7ucfoFyejAF/grdPnN8CoxA04XClhC0Fn5AoMD2X6fEmdRAwv7ioYSCadLeSKjSKq6POC/yN++/sO88fE27+//GgvOewhlCVDooooufUJLktc2UaR0LjyCnTq09pc5eGyVW1e22Y1nuPJHK5QubPDtwlk8JDMv/3WOyhnuuXEREFydnuXBVsK+mbA5aYiay2+xJ2bxbIedVpun7YSHXniGHWo0ox5aY58dJ8sq7uw/wNUTpzCSGG2s8Z5KBMYQNTGurjuNmSvx7aTCX9n/JrFRYYodbrvxn7g/XWTLu8YgaSOAnfF1XONTjNN3MtRX+Nr04/z4d95NYC8ReZ/DTCNG+Soq7WINTQrC56v9AzzoC1Z2QtrzRWy1SDO/xVAZfPjON7LdKJMfj3nHMxLdCtEmhWFfG4IQjA1QIoukYy1mMWlxZbrK2swcw1wBUEwri/KODlhsmnN8XtwPwA+f+wy9fA4iyX7VwUwjVpLrNBprhOPMCEdxRGH3LpQGy05GCNgvFUl8A6mGyDhFKIUZR9z11GPkqtnFTXoNCmlMZArK6YdJSFhBy2TpJ4QOqSzc/XmK82eILI+hyDMyXBxnjPKLMMoo6X/z4y+hvCX0YI12fJFDxVthIonf6RSwi9sshidZGFX48pPn/5QW78+2XjWOYP50Nqt2ZtBhqzhFZEBlb5urCwcZ51yO7a4RKImDia351OkRYXH06irXJ9ogi98bSKPFKLJNdL3scg4a91NtblAwJM8NDWJHR6rsNcZk5mqddZ52Ckzv15BqgNIMwrCEGY2JhcF33SOQptgi25Y2CicIiQyB0BSnkj1aVj2jZIqEvrVPKbYYC0U4GRWIprOoZQWnwVWDu/Xz/PzU3+T22tP4gyoVK0HXFT94+4fRX/9/Uj3aw05CUj1ghyp5aRKLiNTQEYlE6hJr9Rl0w0bWl7H6MdN3tJFNhUgzR6BsHdcbMxPYCKHoTrBSW8+R9R+DE5gsyBK32n0K0z/ITPC36YkxzXGPkr5L2M/E/1onDxJbqyTaCJVss1uxOHbjGttBkaVkj3pyH5rQuNE/x4Y2YiQkxfYFDP9lzDhiyzEwmj4frF5lnTypf4DpuMq2v0okYt7QOcVrHvtjlNLIayO+Q8Kq+1/45iDkq+aAoHKNl6dquKHPonUd0UmwrgpQgqo94rlSNt/5K3sP8LR+G9eXXS7F76If/wjRZCKboVVwol2UpSOExHfalEwHY7hEGjqc+8QtrH33MP/B/1mSwMDdLxEXL/ALBERK4/74GPPDNuRmiI157u6kvFhJCISFm44RQrDLDJqZUBjtcvRz/4R/9hv/nnZaYjZt07KGxHoWoIyia6STmdaqV+JETnJsvPTKveiLMSerxxiuz3L76CY/1fsdfib8Z6x4DRwtx6X+06+89u9an6Rk/A5+fpV3ePfyYy8+SGo+TG78MVLVon4gZr+5NKFOllhXDe5vvcCdezcx3JRbHxxhaSs0i1nkPVI2kS0wYo2HX1JUJoQEAEdkUiv7evZMK6mOFIrmaJ/LlcNcWVxBahq6GeFc9Ql0A/QigZ7j9d89hzQEd3Uu4nQjRKpIHIOpoINvCcrlPcb9KZDgK8j1jkBkUa9soScxtu7Sj8ogR/ipgaEkt18/T37QRtNjfF9HxkVKoUY+UHQGGj3dZ1rLoEVjoh4sMSjtLWIV9whLaySJQVsv4zgjRKJjB9m+fGVlgVg3mQ+2WPOfw9ZzHMxnWUZvUEDoKT0x5qq+zEN3nvjTGbw/43rVOALpDzGkYLm9Q1U7zaCYIEKfTz3yRirxkPnuPr4WYmIwq/cpMwQ0pgLJIEnpITngelilLRIt5Nr0bQCYUab62KkdpHx6jBdpPINOmhekWubV3UnL+HRyjedzRaaG06i0m6l1phZ6P+Ry8Qi9XA5j1CeazIHdJ2ZXS4mFRBNwIhmxWqqgCYFUMYkjKMUlYk0jEVnKiqGxpBmMzQ5vHz/PJ8yHeerYSabXPIwJnBWMGzx79RGkiFl+ZJs73/QVGtNX2RDT2MohFgNSQ0dLJU5swH3LKCUxm4fpLi5SXhlh1of42sQRuCYKj/lJd+2+lmVOi/njmBMsVksVIqjwuXaV31prY37bRxo+R/0NWk6PxK9m7Bv9KQa1yyTmNt++KxvteXRtiO8bzMgOTXGCVrDJ0JR80r7Bufw636518GZmyIcetuEgNHgtbQ7K7JlMDzZICmPOuBc4Je9gTw0JPIuiMWKsufQ1k14qOOtkHO7nSnnm+3uYVozZ0kgTE384jWWs8XTpFjRRQiYJZ64+wte//dN8e/02Prl+kFiMAR1lVHGCfXJWyDoNOrkudcPGDhugINBm6b+0SNuxkEIw3Wti5K/yHSJ+ZeYbfC7/LRKR8n29BX736RxuCt9tCMZ6garssj+aZps5UhURGTaD8pD//YdOsCNc5mSLl6IIS2bQR3X3PDjZvkSjrHbx9vGfDDfZS7aZyS1zwn+QMSnfF32c4c4S7+u8kT25x16Q0WMbOY/Xuxc5nz/Ad079MhLJO7Qf5g6zzeHSad4w+zDfx+281zxG1ZomiQo0wja2itmMpvjG6fvYVe9Aj0qvUEjFOMZJIiJjGieGY+vXiORRuvF7KIoWoNif9KyUJ80rQvVxVJOrC8vYUUg+GeFHLq2SCVoZLa9x5eTPMHaaxGOdD12YjHa0NQ4EG/QaAiEUgVfHkHC8+CyCBNk+gF9X5MIuB0Poho3s95PdxVO7WcapWwO2YoHSTbxQ5+F+wPllQSwiLCGIZcxCmvUeKTTy/RmUArN5CRHDIC2RY4yZG+NGOVQc8PVDh0ApDkYD2kGLVrDJ8cISGtCfkDacps+//sn38tBdp/70Ru/PsF41jiDujZhSVWb7HWgeYKofMrYtzh08zm3hOTTAF9nUspqeUpqMzhvWZmm0+txEMmMqFl77S/iFPZ4+cQcAKtWYHw/oVhTVuR43tvIkumBYFCg9w/kqccbwsGmxruVwkxlk2iEuZBQ0LfAZ2IeZDXZIR2MMO9uWPcPjelHDY0RO2swlCcN8hBAKRUj+6lncXpZ1xBOKnTRgRssj1RYjcvyDu/4hH1S/z5Mbd2GZGZVQly7d7RXOffI0va/cTxo5HDj4HFuqiU4BT9tFGTpCSgq+hfW6u0h6N3Aap2mKzAG61QFDy0UoiXRMpB4yHWWXZqBlRuho6W5KVkZrlMIjJOVNGz/D7IU8ba9Hr3yDL9cv8ePLkp3iKoOxg1u4TmQ0kfoW54+e5ICQVKMCpCmd8BbKRpON8WU6RQ1DttnV2qwVUuJyAytJiMvZs9tMlviQspkKW8wETxHXfb5dOkNZlvFnjiJHgpI9xNMcOp23gBCkhsk2c/Qth+Vxpj1j740YFov09udw9C1MLSK0KkjZYRScYeR3CEWFyDiESrZBL6E0h/xwl5o14Jo1xbqe0hQGVgxGbJEUKyg5pt6P8HIFSnGdSmri6hs8u3s7XZXt5b84WuZzszrtRJLuaQyMIlXR51dyP0FfVNHKmajhv3t/nitLl7nsaDREl+3xDo24BAoetv4OM9RBCJKJfEl90utQli4DPWAY9zjWfJDHRZWpdsjstXexFM3wmfLXJyCf4oH5TbzE4Mz4HXwx6XOutY4QiqZTYD5/BMu+m335MMeSZQ6X7iCWNu/Qn0JLJd+97X42Dx7ijHYLMvJo5iZqqYMxhpTErsYLBwSHt3foJx9klP5VDBFTZMxAZZmuLTNHEOohc+OAq4srHNhcp7TrMXZdYt1E10ocb0siq4geB7SGZW6Ls1qJoSe8t/V14rpHEORJE4uK3ua+2lM0rP8NvXUEqQscrcMRP8KfzFLYnAyhcqRE0w3M/Ih1pYGmkUYeb0gLeI7AcrImvX4cMK2yBkkJuDIgbi1Ra94gF/pEaQ53GGIU+uRSFxV7rDlL1NIWy+4CaWpxfXiWgmGzgMYgLKCkQG+OMT72B38mm/dnWa8aRzBz3600VBE38nHW9rjz6oBBsUyqW0z1UjSpv6LdIoSkPBl7OHCnKO11WNUU9ngOq9Cie9Jhr54JqkkJs0mLTjVB0xTre5lh3vPz2BNMt5K4KCXRGJDraHi5KVAj1CTy12ObnJZnNthlSxbJyRBDJVwXHr6maBstXOlgKMDwJnpDAXHTwt4dYCY2yYRiJy2DslEAscGamOYW80Wqu5Iw0V/pQbC9BCeN0OM+bvsk/dVbsW2fsagCGqOomxkOEtxA54VPfZh09xxOcYG8n0EjRjVkaOXJpSGayOCymspS3cJE20UIQd3MOqOjCb1+fm+GhXCaf3bgl/lS+SVuOimv7Zd4avGXuc6QeE4RaTZKC7k5PcdSEKOqI6rWNCN+EoAN7xJHwxxfC+7kR8LXsRiEmIM2ThLTrWbP/6qc5S7d5Y4j/18uvfEGO4d1niq+hBKKI5XbkUODsjPAFxrR+BYASmaT8xNhsYNBpoiZ25eM8nl6g1k0TXKwfIPHGqf4nfkPUj3aRaor+MGnMZLHULTQjQPZew12KDo+3ZzDVamjC0EtGZAfF0kdm8SIKIwH9EsNRGNMs7+AXnkOJ7CQE6NnDgb84q0un0GxuJqRAq4dPcVm7gjvCn+NO+xnAHC6d/PJ9QEHtR5P5hxS5dEQ2R4slg9QVA7SctAGOZQS+BOBxboskJoWz/UuUrSqGPvvoNGOOBZN09U7XKh/jXJ+wK2VHY6aOzy5v8xm36Jw9gjb2gpf3voVPrv1S/Tdl/mU6fOoirkkJI5eIEFwt3kDLV+hW6uhpXBBrPIHhYN0jTrK1jjUyRxZp5DwpTtdXD0ilkcQOEhVoEmb3qS+Fkyy60APWBztcHVxmUPbN7DHAYOii5kKhFZCT2Kq/u/hhgOsccRVmRWOT/av80P7nyNXHdHZW6aq7+Li83z7Pmxxmfu6XyQ/iqkbbVbiHtHkLG8bFeJJRt+YnUHTFe3vdUonIS+t/kOsxMApZJ9zN07ITSRQpICx1oKdk+TzfZadLLjI70Bi9LBFDpn49NU8i/420+4sKrUYxNnQnhUp8IWLHLiY1T1u/OEfkez/yXCov8j1qnEELz5+ibPGTarS5QNf/hxOomhNhowUby5iohNMClW2VK9kBKGeR/MiblhgxAV6a/fx7cIjHBxcRQgLqQSz9iYdO09v2ES0Jzx8qbE4KcaW0wKpGiOEpNhKGOayQ60ZLkiJyQpNCYV0zJY9y4yzhUvMmkwpY7HrtMlmh9k4eBiT6H9s1dDlB3nbxZ9EiUn/rp0ZQocbbBkNPsDvcWXrddSsDoY1RiqF3R+gRQECRdlsEg4OA2BMxO/8OHOIYyPEDU3616+R7p5HCEFTaiipkZRhaOYoJJlz8Q2L4iQTWEhLWTEbKGnZRZRphvV+furb/Ie5DxOLhLv9Y3x5fZOTeydZ2syzigAXdHuEl7PYrtSY3YwpVHwemf0gEXl6UY9x0qcV7jK5n4xEjIgjrDShZ5dIlcYqZXQES2GD/cQnKEWMdI9xwWchfytm2KCS7+MLgyTKuNmV2OBCeivFaMiMyIbw5PYlY8ukOyqhJNxbfA6kTqQ7LD+yxR3Lq5wsP4iX9FFSYb5SO9rFcCSRK7gygTVKIsbxMtggLlapehp7tRpRb0CzX0HVXuC0sU2YzYNnqZNd+mszJi9N1IeHjQrl/X/Pg6tfZb6YcYllYYO3Ft/Akgr4cKFBIQXNKICAjXSHzvAaqWXTHPlEYR5fhKCgKB0QGpfSiF3/Jifsd5JEt1DTqqyIT/Ffdzb5iaUXefPsVfb0aV7ozfJi/bvcs/4+1PjrhInHwut2qIhlPrh+lXujc7SUImeUSERAL55mOLdErd3mNd0KeWWj2vu8GN+Fcg2qEymXC80prs6XCBtTyIkyZ6LmaNKhq2fSKb6d1fgCPSCnJYzcAs07rpM+NEJoFlYlRmglpHyR9dhj6JQxpeTTYTaH4n/d+TCtmoXQFEtbKZoWEUZFzK9us278BDYD7jg74LX+BRbiXRJ0QDAyC0TSpKgcHrTfC0rQG2f3V6QJvnyRQthg2ojxpKInBTmjgoZOKiQD9rHaWaBRn0BiZiuH30oRpstIKFAmi+MNpuwiUpqM4qxWsoKOrzvInoVd3qRTmqX1K7/y37Fyf/71qnEEt77hHixlYCmDmUGHj7zlPbSnsrm/1b0SthCvUOqaScpAORm1Uo/wRI6bWYDFy/vvpy2avLf4iYkUtWJK3CQVOpc7t1MfTkbvFWAqbRGLCFfLgxjSVy5TrRBvMsMAQ6BFPrp1lFqaYek79jTlqU1yWkxPmpyW8/Sd7MIoXArSw5j0DMzvHUSZS+xXXsjeT2m4MpupWhMvs29U0NsWT4SHyetDdMsDJdDaFlqYRYVlq0kwyOQAHCszWF6SGfF2YURxqCg6OrJ7gziNmXUDkqCENzrAwM6Tk5O6g5kjZ2Tfa77/vejNozjh1DNxBNvlbTSl8faNt/LA0MJWoPpzzO+7bMfZcSy5ewzzZVJNcGys8+bx29iSLXJMseVtAoLNOKZE5gmcUEOLQpw4YqQV6Ksyu0ZWpJ6Nm7R0wQgfMxHs7lxAExoyrFB2Biih4YkEpVL0qxe4oB1jebSOY2cRntGHwIBUGXjdJreVz5Mqi/wkYzQCyanqg5xs/i9YlXeSM2cBRc7fJ7Z1YlfjcmJlMIEugCo9s0NUL1PwdulWpiFMaHZ0puISNc3nbDRHiqAU7lIbJjx/yOapxWxvHnnp49j+GQ6eAduOQEhK2gnC+nP8XHmW77oa7x4NCRMXkJzLbzAabyMtBzsYIMYFApXiYBKrDM4Y6xEv9s9jajn24n9KTMQvzjzLP8/P8l8Gh/ive7fzD+v30y1ZHNmr4xsQxS9SXdGoHekzpo/u1jns/y5u6RI5vYCSPbaNaRLb4eT5lzmQP83xgYMbxUSXZtGdlEjYSODi7GEs5TBuHnrlvgZyiQYdOnqIo6CYHkdTgkAP2DmcOdumsUo/yoKXA+/eZemRT1OcEYCiXc4a7K6E2R1/k3qe9UYeZ1/nNeFTjFSBaFTGkAmeqrCe/HMSBf/47Ee4v/ciKRJEJhCIEoQiwZZ57N4BVCdzViKJ0YPLtKwBK3GTfhIylga2nkNoGpKEYTTASpqEgUsUTSjOOUV3K48wXfaNjE66EvUo6zpKmYTSJ00iFtEI9AKJ52IWWlgrdRof+hB/GetV4wimD9VZiursawNaC0f4+CNvoTe9gOuPKOq76GiE4nuOQHJRLqEbMakW0rELdKzs4nvFKWq9PU7659AmUtTNdubpBwWb2iBCk4pWsYBuBcQiIqcXMESXi3qThXaJlMzIpIZAD1OMUkhe5YiFQccqU55fJy8iPEyORiuM9AmlTpYop2NsI4OBBlqHXy37JI1vAhAYY4QZkJBQEWt07AK7G7dyNchhkmBZPkgTb1RACz2k0Ej0MsqrkcQW+e85ggnrZ6/YxQ0t/OICoNiNPOpmATESpEaBnp3HIQYlie0KtimQUiM/1hBCMDAD1ER+SahMfE76oKPjE3Ik2OQas4j0IKWxwbiXOYuG1Se1sqac5bHkgnORLaMHwKa3jsBmoBUoTxyBiENEEpOLI3zNZZCU6YjMyFWSGRIh6ElFNTK52j2LUgonnKJkTbI+u4qSPXa1bzPQKyyOd3FyAelYRySCYMJ8GvQOUJ4aEms6RSM7DzLMowmdQOlo4ijSssAYosuYTbfBOC7QjR22HIFrWkjdQTc8MIrMJwOOeAPGy8exi0Xu3b+HhJiLySzrskJk+RzcidmrGOiDiGI6JJHPcaS1RPWKQAiwcjGWXGSu/MPsFPZJNXjvaITjJ1hGTKpAj3Wk5QAS0SkRxTY5ZbGlZVBFbGtsizqro5fQsfi62eWLRcHeqMq1UZ1naHLGucrmjGRx8AaS0WdxqiHxIykisTGHl9CKc7x4rMhdows4eg4lPHp2idpei1rhCJawaXcusBS7VDsB98pr5ImIdYOxW0QYs+j2CpIEpSRDdYimauNpkqLUWApMbGwOVHa58KY5hJKsPXsv8sIPArB1dpZcfYvlN/wGx75/Ff+BBGUozDTB0FI0PWVcEtx2qUuIywiXyZwa5KCDkRzln1an6dsO9qhPrMVII4v+HM0gEgkBEc7W7dSGGaSrhIUVxzQ7KyxGs+yLLqEyWA1TFDlQAYNEYaCRxDmCoIApQrRqitoRCDPHjmnj6Dss2jNojFATk5z4HebR8PUC0dDJCty5BGPtsT+X/fsfrVeNI9B1jamNXUCgyjMYpqRbalLv7lOc+yJKiYn8K5RSnZfFCo49IjQCEk3H0dYINChicveLT3L9+Qcngmopi+WLAER1QT5IKI9h3xXElo5UEY6exxJ7XDJrNMYzSNlFy2tIzURPC5DbxlR5du1Z/l31P2I6IUesG3jKQiDQJtvUFjPU0iGWlf19Su3xow98kiNOFt2nWoyux4y0HYRQDGyXbvckKgUdsK2AoKNzZTePHQzx7ALrUgACf1Amb2SOIBCZgd0u7dGM8qhOZvT2Eg9bWeTSIpaxz9BysUQKRAhRwLAlYWwjtMxwjjWNXWOiXyQ1fMNHBTp1WcU0PW5LrnLOOIhSM1g5h6ktm0ECNauFncsymyTY5Jcan2ZJm8Fnh17SQRMmQ915xRHIMECLQ+wkc5i9qIqvAoYo8kkGTfWShBll04v36Mf7FKKFVxyBr1cp6BbbyxlLabbbxs0FqEHmmEIkSBh2F9F0RWDqlMwBSkESZ/CiJ7/X9GQgJ129rapLOrTwUpvVgoZrZ4bl9bk30sptMrSGBKaDkClKJWjhgOcaZ8jbfa6mddAUd10dcufVgPLekGawj2dH3Lr1AbrJrcQSbKdPLvB4121/gwPdD3BiGJIPKuSSCHIpQ0Ks1EJaE4/cK5JEeRxl8mI+K6TmbZtzhaOc7TzJev9FvlrdRlOKkicoeAbDXBupDzm9dQQvfgIlIlbevMFB6zIjbwUu3kRoOm+IH6CiZdTQeHoWhWB2p0hh6RF2jG32og1u6hrXmnMc7+8xow1Js6NCmD9ELl1h29xg3+zSU4vU6SKFoJYanGCPh0qSty1us+4doDEYcXTt9Zx3MxilfWOKq3/8rxhezGDO8qMX2P3nMeVKH2Uqfn/qEU5cH+KmEU/G74RMcSz75bt9BIKXrBk+vPIaPpJ7LVKNicwcukipTeC+ttGm0LmVykSiN17I6l/vEq/BUgaX82tIoXPJz7IJpUK8yMBRJmPNJehVKKgxaT2ktJMgTJe2blCS+0zlFlFikA1xQoPhNjNo+LpDfye7l35NhwlF+S96vWocgd+9QaX8KRYDm7Y24GBnwJ5bpNbdQ6SrJJOoT5GiVJGr7gK6lpIaGV5+lCvs5DSWRjEnr5zFbx9Em4yNrOn75BKfm/ESOT+h5IFvBSjTwIhSHD2Pre2wERtIYwaVdtCrEzqcqOH5JkII+vYKw5msESgw90nR6KAwVLb5PZo00h66lUEvsTK4v/gEU5P+BqHFIAXepLMxsEwuigm4LC1sM8Tv2Iw9IAzxrQJ7iQIUQTdPDgOFJNSBNCExFa51gEI3y3g2JpCUO7od3WkxMl0MXZHqAaayMOyAINVxNY1YKkgdrkgPIUxQgkD30GOHWlIll+tREyNWnTmE0NDzdZqdIjuxQa3QY5jPUYgSbhgf547u7czKCm31Akp5aLrGyHBfcQS+18dKNNwky7T8YR5NRmwicZM5GnGFfqqYMjNDPIjalJNlynYGuXkiz5RVpDO/Qk55OAOJY4/Qu4p23kEoien79IZVpBJ4ukul0EcISCeT53ypQHaRMocRTrpjZxXaQEfmrcwRmHkEsBwf4c3Msjr1HH98+2vJrV/BH/b5gU9/A9/eRhWfZ0tWGCuTSjDgLc/06Ws29ahDI5cwM1BcPPqjdEID02pTCsbM7T3LvemdvD5MOT9YBCUYWha+iCjlplATAxIN80SJhUgTtkrZ57Rtk2u2QWIs8FTrMRraGUpSQqRhxxqeEzPfqmJGBVSyQTo7hVON0JCYHRexmXH+XzcsokSPlhgQFEsUejH+3IO4hTmes59gtxZwplnmiSOnMKyAnEiQKiUfeHi5g+jpQa7Z62xZ+ygaFIVHOU2phHmsxhneVulxY89iPVxhfi/ky/mYb5BljsK2QFl0hmNWP3qM61+4B2NDIy5qHHZXOZW/wPR+xBP7ywSUQEBouJw5XEPbzIqzzWgGc+1OnlWnUWqMpzsUzBEzMrtD2/Uz5P0lynEZ00zQD1WQQjHTze7y+XImcxIC6DaogCApUFEJQ8cgHhdwZIis+lTaEswcPaFTSHwauRV62i5KKAQG0tunLgSRZtLZE6jEQNU8ztce/bOavj/VetU4gu3Hf4vh941YzvVIhOS1q7sEpkG9u8/u2WJWQANSfYSkSL+SGWchQkBxi32eXVtytNVH1zTKvTAbTqMivEGR0tjjSniQnK8ohqA5XQxlU4qy99FFB7/vMXanUbILxQlBWisTTP6YGDP4FcV2LHi6nDmEPRT2hBM+1mpMqR7SbAKCVAlGYZWZmxlOKpDEgGdkB1tagmdFkZwxRpNGBhWEKwgqkKQMzTJeqihq4LctrKSAEqOshyBJmYqavOznqYVDQtPk3EyDbiIpbD9I5Gr4hoNugh5VsVMd3RrjpzplYTNUCjcxGYqdrJYCRKaPnbiUggKliSa+V8iiqzTqstyrcaR9N6qwx4V8ypJ/k5IYcCJcQUNjN7mCUmMMUzIy8tQnqqaR9DlSup36BLePujZJLNkQkkoyw1/by1Qb/bqDEjCI2xTTeQpm9vqRpsjrGpcaJSqyi0wtdH1AN3b57uF50HUMr0eoRfRac4TKpl7uoaRA2Rm90E8VuvRBWpTHWwhDos8PMUINWTRZLejomo6rQa8b8pqZD/CjNwukusHINdERODG8ZesAWuU5FIJraZ3E8OhqCUoI6lGbWyoRjfZvIjUN0T5KwR1gSEn98f+D148ex4mq7LVCAmFj+Qm6HiOKRbQ0QQiDdOgSKEmqBhhpBnGkRsKersA+ghSKA9/e4X1fqmGNRCap4lZ4xwv3k0TPglMmsUv000nT4FqPoRrQNXqspCbfVTM8ZV5BlwqnA9FyRJj43BhusNEMuDK/zCFxnaPHHydWGiNlMNdrkdfmgTzn3TW2rH1slUXbB+OYA6bFcuMiTw7meOZMle3GNNXxOs/NGYQ1FyUlysqc/J4ZUAgjhhsWhd+sM9wpYySS227ssmUWeLa7RFnP7seF2cv8f35gwG/fehOJ5J7dh9BunmJhvwso5mubOGbI4aSKrgQds41AY85YwNBD5IKNb6UUPJ0UxYXCnwjCmSKXSVHHBXJiyJ53FI8cpgwRlTFlz0YIjRGCRgRVs86+vpehEsIkCvroQtAQGpEyCTpl7Mo2v/+lS39uG/jfW68aR7D4tn+AHxXQ59epyyJtY0Kh6+0jU1DBGAQEjAhVlanaFoZRRBMKi5RmvcWx0eNMRTo5p8nJK0+hCw1IuPHSa6j4IwZmBdefDIrRAixpUYq+N4ikQ647YuhWQUUkZh5NZFLB8QSisPQGyzlwrtzG3zufQQ77SMpxVpwKKDGluvSNCgILKTXE+hSpNUJXCkOZxCSE+l6mWqhBJOGh5tdwDYUQQDCLYWcshn2jgUwVFUMjbmnoUYmYAakpIE3RvTn2rSpOHDEslhi6BjciSSGYwWhlmie6KSiOZtD9eXR7hJ7k0BC0laQgNZKolY31RBEYCbkkhxlYzEYt+splupA5PIcZ3t78qzR7x1B6zFZe46C/zlpyJ7OihE+HTjAGFWAYGo5Voq4SIiIUkpo9z/QEtw8GDmFssmFAVZawJhmV6ZZJdcUgbqMJHSPWMYkZC+gWdXpujqWrq+h6hGYk0NfQUwmGgQo9EIr93ezZlXN9ws48wqqgojExKUrPIsfp0XWUI0iEQYCDKpmsuRPYkZQrw32GTkRfvws9DekVXfKjHgBGMMUPTm2j51a5mjaIjTH7Rpb51OMO0yULd7RHpfMYcu82Sm52dtw3/gse/Js/ThzNsWGNAcFKsEW+3CN2jKyYrjnYyTSxSAmMPe6/kY1fxQhAwKjgYhQ/gK15IMsUhiVy0Zj7r5WI4lU08gQLi6ggIhhNvs/lTb59StHObSLlQT4rT7Cj9ZgbakglGZZ2uBYMYK/E2qxLp9rkZHCGenmXx7UZLiUN5vptbh9kTv1s/gZb1j45lUcql4NRwmwuY6ZtXD1NbE7ooC8/T3JblfiuOnock5hZMLTvBJRHfZTsMS5OM9ALnBrtYqaKP/DeSLEkyE30jDbK16h5VT53R8C/mv8tDo4Oc8J4gvlulinWF9osGWNmsXENxSCBUEQsGIsIGdCz+oSWpEqebSFZjPqMrC46Eku4GcU7zqOLLr3uLUihU/JGKKdLYdKVP0SxkkwmqIn9ySwCnSDMPsMCGr7uMu4VscqbvKX0vUHpf7HrVeMI/ugzv8+bvrPJRqGNJXLsmdlXP9hcRTddjH4WJcQMGKkm7/jDZ3GsjA9cJSJXHSGCXQyrwIGkSrN7E3Mi1JYmQ0reCN+pIKRDLtGwZIbvF9LsgPa1AfOthFEucwyhyONYHm70AugSiU8dhWaGBO076ZNd0h1SqpPmlpg8eRGyZxuZTK2SnOyucd4oYUqBrXLEIkWoTVqUKYZAojheevGVHoKiOset5ucA6BnT6EqjqgvMXg0jKhLLAdLQUCphw19mtDiPHaeMczliJ2UjUgSaj1p9CwC2SMiPdrG9eXRrjBtVCEjY1WLySuCFCQIdSUofiYaGntgcjdY5I44wndvCEPBI5V3YmsNjo2fxcej/X+z9d7Rt2V3fiX7mXHntvE+ON4e6t3KpSioFpBKSUEIgcjb2wzxjY2O3PRzfG7Z72HS3e7Qb2jbtduDBa0wwBkwwIIQkSqpSBaly1a2bw8lhn51XXmvO98dakhi0EUK43MOD9xtjj3vOPvuutfZac/7i9/f9OQ5OmGNohxPZItvRVYq0vA/oGrOWS1dDUEUWs+4Sc0a5wSdJnThx2XRLBfp4uxwi3rFnMHIYp2Wqq0g7NMyAUGo+X6VJzl25jFMhho7dTnCynExpjLg8z/6w7KNoORNGW4/iimVU1CeyU5Qon/X85A6JZzFKXHZFF9WwOPJH5TXoiH6W8NOv/yr7ObhpwLDZwkkjJjWXiWrysK9Ya77GWHtsWykHpkSQ08rGjEUbNwI7eoIkaOBWcwkkHlljlQOxxtFsGUFeLG4x7rpMrQKZxrREHc8qHQxlZbSjMq1loqkZIQeEmNYKevZvY3a+H8N9iMjuYgZj0BlG7X1klotIE2b3y7VvHyg+da+BX2yR6RWEZdBSPmtJi0IHRMlNbuZN/DRHVwyppw9eRwg43bzFbjHH0qDHfcMETcKFV7Z50/PlWNdIr3I6UTSyU+RJjSyYJ3FLeoxHXnuVuVFEJ8wQWQzSRcgMo5niJxmg6NVWiSyXb5a/xx1nkU/Nv5m59gRTlHWF+68r/td/E/MP/0/Ni8Zz/NvT/zt3NX8OivL+Lf7ChPW0RL3VmweEUYsdMWCZWUgy9qe3KSyDGaPFrpVxbyw5rG1SiJxC1ACNLnwM+ljDNgC1YEovkVhGGcFM0azLDpnOiLMJihwMSZiVz3UVSWzOIncDLG9E/9ZN3gj5U2MIVk7cgysyRv0Olj1gIg3sNOHs3VeQC2cwslJRCgZktFl6fUqDMhc/IyKE1OiwNBanshaR28CRVQEuj6hFpSI5ai/iKIlTlH+rV0NuLlsFy0c+mUjKNEnexPfG5P2rmMMjcitmiZznPv39/FawyEr4cUwUmyIp8d6Apvw396YlBJKCkWxwzXCwNNRVjZSchj5gV87gjyVCQ5blX+wqvte7RGRNQQhE1QHZNgSemkUmLeI8Rhsmqcgwk1VuXDyOkxcEpklckyjghrmFnpS4boecM9efQGownAlz0TI3jR5hFXGFtdlqOE1BPS2Lbo3C4JTa4RX7BIFOOG5LPMMjePqfMbkTsKtLry+MfOYMsDDZG10mrzqX09ynbUlaWhDqKaawcaTPrFUq+L7TJsfnqXrGTzDldf81WobCSjwEgkk2QGmFjLs0nQmB0FzzQ+w0wVs4i+OUSt8aCgytyUwTkSUYWc5B1QfQdCaEh+do62V02Cevvq+SCn96RNqQ9FKLz6jz6IZF094j0gFNoakVDb7mrrfw9jMnqAURg1ZJZzBotQltH5XB97Z6SHKu0qBnaJpqgoFimnfwQ0HqG9hzn6+MlmY8HLC/v8+WtYxolQawIQKMccpIRNgFdMwZak5pCDzbY9S6hKy4fGatEbdEQZpcZ7F9jcns8whZR7oPIt3TWLVziGZFF5LFTF5dIPz4AruphVU/wYXsaY5EQFPEHCvWqZlNtOrT3h+y1Xaom+tkzgP44RG1O6W3e6p1ixgHHRWcH2tS4xb33Sw4c7WMEvc4wcksx2tf52g6y+cMn1HzGO3pkPX+Ph94bsxHPv0CIs9AGkgrolkHr+ph2fdnWKbHw+ZlfqP5Vg5mllhtHfFiBWb40NMBUinu2ir4V/8c3vP4Nf6+66B02UMwcxTwYOASoHipsU6S1NhsDfBxaMczjIIN3FqTptniQMacSc/Tq22jtUVeNfQp5SLkETPTEqI0Ex0S3HIQVqlbpmiO2fNsi11UnqBJMU1FKBWFyktDYM0TjUp9MtfZ+HJq7quWPzWG4C33vYUBdZaHI0TxOkeNNp3piHzrnQzqFqZZhmqJDjB0+XMzL8PVdhVKqnFpCFx3jtdPPYL7Ba6dTOPF5d82F5YxMb5oCPxKeb+qIvx8seQYsiy0smk0B1gUeLu36OUpRu4TFXDG3+TGape6LtgWGQ3VJtPZF4vGriyJxxQpH3rT/84nz/xVJDbdokkhFDPFmD2ji5iW19BLal+MCH7BOsFG2kR5NeaVhUbRNAQ1s4WZNhlnOUjJ1I6Q99zFchziFopUwkHb58qyxScb6os0CI7IMZMentpCSEUjmeOytU3uDAHoTEJKZHfOQ5NSCS2KAIlmoz7LnmNx0pEcpEfIo5t0ModrRUlA1wgjlpglYEysbqGre5rliobWNLUkyyNco4YQAt8d4OqISb2BW0QYVsjPoigEzJuag82IQmgUBdNijBXP0vRGRORs1S0WRmNORg6uV6ZbzP0UhIEWCsMqcIIxk4q1s2lPUP2IuvBRUZ9aUBqh3AopYkExU3CQSwJPgSlZURtMjCPqpkHTsLjfOsXC4hJSG4yaZcGz325ieRkq9pirjTlOwO1ihj0zYyFJEVKTBj71ENKGz/riiCRqYpkZvd4R165doy+7tJyqMKwN7h9cQ5gpDWuW+doZCqM0Ep1pyMroeeq1UiF1RMTEdFg/+E3OegVZ69fJo09TJM8wOt5C1t+Gb5aIIMyMwb7D6V8Z8Hv3aL5lWseTV7hllCAFs+hSM+poNcYdSK4tpAj3Igf1u6lNXiWbls7RyU7Zvd0v6qyELkPrJrNjjQrK4+yKVU7kEWanz4vGEgjJwcwxVg82yUyP9b7D4vAWMksppEbKnJOOgHNlKvXQc/km4zNIAR9X5+l1F2haY36vGmYvMHnlfd/O0w/9JYqVt/Cu1yR/7aclWmuE8IkduCB8XqJgmJTQhKdXvuCpn8JKA47NnEMIwUE6RmcPoat0r66iQ60cCnOfblICLTwjpH4zR1TAhQmadavDDWsPMgOtEwyTMgKPBqwgic0u/mzZ8V6X/3/20T+RSMPkc87d3B9fZ3z7iKPuPN0k4bXdNbQA0SxDwN1MfnFUpRkMUBraYlgepOoXwKlz88QZakaVqsgM3PQAtGZrYQmhJTVVFrs86SIY0QsVUVUozvxqulR9n1hZKAS3LB+pTfJzB2xEJyiMBMuYcICiW9TK4fTVTOS2miCFRuuIP3vpl0mcFQL7JLN5uQG6esKh1UYMDSQFo8LGtkpDEPe/lmlcI2vMsVhIYhmidEbdbGMol3FF1Ba6KS1p89hnPoaV5aBzdh2DX3xbnd85fY7bSRmiujrj5lyEbZRenpHVecW5jbDK8H55PCkNgc44UdU6PBSFFqTdAu/wzXhScC0qlYyY89hM1xBacW94lbuic2zGV2g3p+iKekEVR9Rjn7owKbIYS35hOPqAmgqJ/DoLyQHzcghoIgRzpqIepPTaGZ1FkxFT6vEcLWdCIAuOWl1WegcoleF7Q9BgjACjoh7vQpEkBJU3KQ6Po6WNJSUqPOL4UXn9NblHkUjkbMp+LlhvXQPgRHybwsrwvQaPNV3CZ/doDJqErodVRXwj3+cD+rPEwSKm3+fexCDDJBIGc2mAtASMUiQQOh5zJx5mN89x3SlXXr3BE088AdjMVlz7V1jhsfQFdCdGthZo11YJS0wL609f4eEnnqNjlZ5qk4xQuqz2t5Dp5/CC8pqwXExtQ1rDq55pjMNYWEwdg0/f7fHB6DVeZZbrxgECjxEmdasDaHTgc3PJYnthldR00eoFsrA0VHP1Hm4R46hZTG2ya99ibgQUKWE+INGLLBUFjkq56T7Esjdme36Vuf4OQa2c+bDn3kTkKQiQMmfByRndEwKaoSv4FuPT7PdbhD2XyKvxK26dB6+Wkc2l+97MZHIPYeMCYulB/Pf+I8L7c1IjB8Nj+3SHOeHyAgV/abfk+dkpPHpiwoKcY2HksNos4aqD8T6j8TkW+xUetjIEaIvMGFCr9lXmCTr7KVilEzlF00KwaQ8oMgt0gjQhtDwIDlhFkpoNGnOnERMIKw6s/9Lyp8YQDLOcz7Tupzc0CTKfwG+wEOekosDWJuUKhMMMDGGA6TDo7RNiU6vGQMreBF2kCMDrzNE02gDozMR3d6lHAzbnF5l6mkdkmUJoSLfMSU4koV9CR3OnVFyN1hHvWLxBvz3PrlVu3u3hOT5hzNLDxjTH9LWkW3ikOmFQO86BbjOfDZBSgU5YvbFNffDv8I0L+BU/iik0A7uOYY9Zru8RYmHZUTn+L8ghhz3lsVhIUmdKkI+o2eX1TnS5YLWTcP7WESsbryCA0LHQBmgp2G/W2J+U3lw3z8lNQd4qN9dQZew7h8iopGh44Z73lk0MZCxmLTKRYamCK3qds60r3L/5KCOV00vKdEy22KCnjjPLIQtGjqsddoY36M5OUFWjG3qEDHyUssizGFPaaBR4A7w8IvFazCeHHDOOEEZAJgTzlsYdjbFa81y4d5G+k9OO52naYwJpMKo3OXm0zVhP8d0AkRkIJXAr45UbFiILiLBwtGb/qb+EK44DoKI+6DKKWFE3AIFqab5383v5QDLLt2ykfPfnPsRScgohJFeiAtGySa/ljGsN5sZlWilyTB5OL5FNTmJ5Q07GdWqV4p7JhgjhYg3L+zSVFjf3oF8U+LU+Sud8+H0fZSUdIbNyXaabgrqIcQjYssdIadMvysi1sTfGyBVrvc9hGCm+KoiERWMQsFJ8CntSQ6PBMGkUMwgEhZEgZMb8bogWgp97p0fWuUBL3OYX88cIREiYzXOkFXZlnPPco9+1eW3dRuqCc9ELDKqGSGHASn5At6Jrvy63cTJBIU10cIijqklvYcGBWmCpkZKbFvX+DtPKEBx5A2Re7s/ILO9No34aq54z69/muNxncNtnfX/A6mRCcW2WlWn5TNO5GQxlc+RuU4w2SK0O0ekLFCJG2nWM9TcD8Dw5ftWFfXp/jy15xJxucvrwbvoHdQqVo4J9krDFg1eGJEZYTRgDMAgZl81/OiWYsaiNczKvSh3pHKVSQiLytKRtNy3B1HIQ4x2WddldHA2HvPmdz/C2v/zJP6ja/ovInxpD8OnBlNvyPE/31jlcK1MPXnCEqSUzqsHcTEmAlVbdxdquc+VgQqBtHEuhNeipiarqBEtyhobdLj9bCObNLbrjAzYXlun5MXYyRWuNb/oIMaA50ozrC2g1AqdJYUZYVsq9i3tk3TqDaoZdujuH9kwG1BDWmKm2MAufsWPTFZoNOc9y3kMapSc3iT2c8LOcjepY1eCcFJuJ4/Iv3v71rNduEQsX244pYotv+I3fYmEUkHqruFogzDFHxZR5t2zgCipI5iw5tV7EnrWMEoKf/sj3UgiD91w6QEnJodVAopmRTWbCJoZX3rc7akBsBhRHpfeYunNQzVfIsyFaFkgFz3GGeyOL5WiBS/kEgUdqQFEz6BmrLLGDLc4zFSG9aBOjFqOFQlRNQCp7jWuJIFUxNbNJ6vQRssDNE2Kvznx6wF3OEOGUUdy8qSBOmfPWUMEcAxngxDM07QlaSMjh1M42U0IcJ0aUupm4UbKtZrmFEQVE2sJHgS7wZfm9iniIlZU0xceLqrnQswh0wQd7j/K3X08ojJA7Sx8H4KjQ5Mda+CPNagTH9nZw0hxkxiX1VvJgDpSJoT3OyLKwOZMcolUbZ1IWshOryfOXYwb5LK43QcmM3WdSZpIRaVFCWi9+/gZj7XFuvEEnd7GESb8YlA1s5NxYtanHl3DcKa5WxFgIwBxkmEENpEFumeCV6aRASuwi5B1XL4HWHNVdPhTEpNrkqlHSQ/SLWRJACokpLHIkx5IdXjjpcDra4mKacLWdoivH+ZTss4qDImYn7XP91DfyzJv+LtbwgE5RGgJvWjB/fYrvyWrfbjKur1DICC9P0EVlCOwQVZg0LZeZ2iyP+K8x1S7Rhs9f8R7kP34Wvtf/R3D6nVja4KPp23hfy2QtXeHJpffxO4MNPnf7FFoFKNOjU3uEhIzrKP6j8wGEVqyGB2wZR0gkJ9JH8SKfcdajrcp7dHr3NiN3n4lXRsiFkMQMSUSBgSCfEWgFk1YZEbgYbOk72IWDykpHzrBgajjoyS6WEDjSY3LUp9ae/UO0259c/tQYgkdaNd706m0yZaCX2wC0gwEPOjNExLQ7O1hkKLdUsK+cOkFP1Ai0jYlGTC0yu0URDxDSYjGyqVXzdylMuocwP9xla36RnZYiSW1UofGMOrEcstzTjGsdQCHsBrFTRiCpJYkNn5HUIHLu3tvFcDQ9amAN0AgGCI4aDVb8WXaMGdbVAdIuF56dFQg0904kNl/ohLVJbZMdb5aW3sdUNpYVIaYCsyjoBjGZLD2q3J7wj++f4YpTITUqFtPzacCaEXPDPcPPve8jXD15F3/u0s9y106Zv+3V5rHJaIoaq6130/ZKBXVd9UnMCdGgTEW1UpDVfIJpPqCmbabUecU5RePGNzASMbfUFIFP6EGhLXrODEt6h2PxXdzQVymkJjQ0BRkIm+O1Pln0JLvxPmPl0rLnCKuJXG5SEDoei8kB93sWol4q0nlLo1RGS+bouMNQBJhxh6ZTevIiUSzcvklmSiwrRk7L+5t5ZVHciAtEnpFoA5eydjAflmF6YCi6+Q1unn+FteyZ8j27xo+t/jg/vvbjfP8jNp8/8W8J18u5ug0pOPBNFPBtN/qc2NnEVgojj3kqf4wkrpFHZWrxXnnIR8yXqecDtK5jB6UT86S8myec97ElzuG6Zd765vU9pGoyFh00CifN+Ix5L+9KXuKBoIVAEMgEmec8e07wM+/IyVdjHBnhUpBhEJsW+4M5dGghtEabFplZIEnpyzoLG322ujaH7YSTwzo/vPc0H1cPsWCHJGbEHhZFRQboGS0ykXN2eAMtBXfvJcwezbI5n5DH5Vo97w45j4EWG6gQJo11Yn+BOEtp6RYjPOTY5tyt60zNFm4So/Q2o+YKyohYDiwi4wuzOBJ2Y5Owe5kl6xhvca7wO/mbkLJB1+kwOnieazsvsZvFoEyeS6YgFMvNO+jBvyWd/Dy6uMnJJgSzLh3VQogrFMAnOg/hUODonAMxIiOnKbqcsXyG6SFSNpFmSMOH9tE1Pnvq1wFQEgo1IiZDKptX2xadCQi7RqQ1bSQfNz4B2BQVwlCYMDEcVFCu6ZYhmQ6LP0LD/cnkT40hCF69QX74PHPdDLNhYOqMOfYIcouROSWQJj4RcZWiyWotUlwCbUNhwsgks+rE2Qhsn+VIogwLsNBakm02WTzaIfR8Rm6bNHcQeYYpGvTNCQvjLnmFGNKWycT+giEQTM1yBrHw+vja491bn+Qwq5E7pdI9QFEYBk0l6csGi2JAUQ2TtzPNpPvnaOVnmBiVt4iFNAXvf/xXsMMxdmFj2TFyWN6LZpwiE58CRWGGjOqSS3O3AYiNDJTiYtZjwQzx2jY/+ZFv48LVl3jktc9C7yadScFBYxZHFLhpxNzSW2lWhuCOCknMgFyl5FpzZqgwxBfSRn3mijpDmsTOGrOjs/ymsVd6+sIjdjWTaI7MsLh7HFLPW+xPb3Fn4QTjuIYiRgvJO5duY5kFefAb9FmjYy0RuGUqyo8FoW3hFxHGzYRvvv0idi7oGJpaw8P2bpHHTUYixMgaNCq0j0gLOsEEKgivMdJo00SbbQCsKEOailibeKI0ck21R05OaMXYacpa/hp5VGrBid2kjc115zqb9YQiM5D1HkUWUpeKl/YmPDNj8A17GSd2ttGmQ5xLGJ9k3+iThaUhMIGOGaNEXCJ8irJomM+e469/61u47j6MrniwhBlRn5xkbLhokaKBq2qRg9MaazEgISOQGRQ5n75ocm1NkJzU1MMptsgAzW5zlv7RIllagNaYVg1z4tEx75DiUptM+KffVNBth9T7kkY64VeKdzCTB9yq3+YARUaptGpmC6VHXLxeDlw/d8NCXZtl2EjIKkNwV3vEaSSGvI49hbEVk8fPcmiV6ZtL3jGcWLI2vcaOvcrJ7Q2O2imJt4gTJ3jjJsOaBC1QOuYwEKSNLWhexZcpH4sfRjbLCOklRrxYvM4ku40qhlwe/Z+8NnmKi5ymZXd5oPsezq0/zEdXPkPHzGiqBlNZdk13dy7haI9A1FBC069vsqy6NArBIOtTLxIuCY3odjmzvc+33/keNJALTVBAIhKcwubTQU49gbZ/hkBoRHrIgbWFRFFUYAgMxUjaqGlpCDpCkEQeqnjjjMGfGkMw2D3EsLucWhixV5ujlk3oLGyzlQ9pNI447K3jEZNXnDGO9Mi1Q6Qt0AbF0CUz60RFirR8XCkY63E1P1hgZIKFiiu8aSyTK4daDkIY7OkIw1hHFwO05YCAsVmGjlPHITQtmvYY7fWJrWUu7F9ieXSLtPLS99HYaUw2jUjS8pHFzfJfqSCuP8b5wOTALr3fWDt4heaey8+z/krMmUtjbDPE7ZUhdDNKmElNAqYgNJ1wQmg/CEAqM2SRs6qPuNnNeeY9b2H5cJ+HXnyCjbDD1ApYPcoZOzUcckb5HpbbouUGoAV52iE2I7SoEWvNmalGVBxOIzXhQnaMXJssB1OmYsq3mv8AIRRa1hh02/R1iaC5uFciO143rzJt1wmnXbQKMLTm0Ohy1/EhSo2Io6eYsEBmboAW1CJJapoow+XzL7zCwn7Cha0uhoDMMqg7IUXcJBMFU3LaVYrCHwdY99yNaaZIWWAcafA6Jf2FDWSC2CvXg2OkFNPXODxuMzECdHdKFrg8FF7ioPLkpXbo5JqBzHhg/DpuosAQ6GiHplTc3pmgrM9S03XWaBP6DYw0hdzklnuHrIKplukwgTY0drtPLu8mdDw+9PBFdtOMjfq9DGRphPPGGCtrEWNgiITdGVhJbrK14pHe/Qv05Q6FaUCe8Tbrw/xIPAIPWgdTpNB45GzNL2FOyi5kAOnZWJMOjl0a2qdOh9wMv48TiwlowfVkgT2njC5vuD320ezqEuLomeX84u5hyP3Xx7T7GevmXZyNFUEq0Bq6ro+NwJCXaY8NYnWTPHqCHb9Mg+xYazSThAVvj1u145zcvkOvW6AMn0LMUyiNtmvIwkHlOVF/BaUk9/hPsaVmuaznuH2u7F/ox9eR+Q5CZKBzhCp4Uj/JRE94YO6jnKnfQycuUVTfpG8D8OuL5XdbONxn4HkE2kOgeHllSL1CBO5lQ4QOeN0UvDSVNOI9mvkiQpgooZikBrGIsQyBs58iOyfw/DUmWlPEO9wdgUuCVqUhUKJgJGx0PCLVmhkhEMYM4Wj4x9J5fxz5U2MI7n3v/USPfJZH9BWu+ceYmQxZmtlgJENarX2cocQjRqbVTALpcuh20JQbIht5ZFaNSJUKytSKPB8jMNEaLrT2qY0qz0yuIwqXetWGfxhPGDeOoYs+hVsWxsJq9sHEcQmER8sZI4wxjvDZnFnn7cPHyd0vRQQtcvIgpXZUFq2UX0YuWpXpntXIZ9cuPYhDOrSmGbtzK2yejzAzhW0nWCPFYcPHKhTHgwE5Y9wClsaHmKpJoROUCQYZHTHkF0+eYera/L2f/pcMmjPsyi6/+9b7WTuMKZTAMDSPT5vEaYyyA1ThY6kZCkPhSJNMQUMIuqMyhZKolONqmYeLA3KV8+v257gTLILIUdJje/0c41qZOz3ZW2Jav821uR7GTkwxaYAOcYuQDT3PKfeI2e49qOwqr01epnB2McMWnbK2SuBaGFaNiV9wcssnVjDOAxaze4grOpERKV1Veqb+aIr40Ie/2Exm7oNszmALsGrls9pVCyTCxhUZxTc/iE+LXOeouQw7yLk/v8Z07KAsTZE2qIsaR4bkTUfP00nL42bpAQ3DYHZwxLcN/ie0CnHWH+WwWxrAQh1xtXaFNCgNSl7xO2nDRM71QFhsrryJ965KNoMQIS3CIkbKDKfKSwtdKpbb8zBzzwF57JE7I8L7fwKJQBQ59/bO8hZRUjTTL6OYuogZ1DpYkyFurYT6srAHaY3CqrrfZ++hmF5AVZPgPpncy5o1whY5k6SsM4lJWdB0rQXQITpq8OHP3STWmnOthzk5rHFQYopxK0K3yL5MN+iWNTSgX5QorDRZZiaeMD63RmDXWTzYYlgrr1fmEyDH5DSGsikKhZ4uc3DlInPBlJ+TDzLX+Hcsc54on7A7H3IsPMAWGtox4fG7eObekM+kn6ZtW+gsolnl6T19kkRknBovYqoMZ2xzrWGTYVHTIb/VKQ11TkE/H4Oa8sDRr3Fk+iTWlMwdgTRRpISpRyRyMEwu7tfwHv5BCl0wEhpPRSwaNi4JqlqLsZZMLAfQHJGzICTCmGU6+NJM5//S8ocaAiHEXUKIf1u93phBmf8V5dc+/fc5nwSMTI8Nd4lz49t4tR62E9Bq77MSHqFLyjkAXEvSczuIovw9nzpktsuwmg2stCLNJpUhUFxo72FHCVaWkpmrmMqhVhVvw2DIuLGOKo7QbqdEY4icTAtCx2KiajTlGFsNMRE8d88H2G9YIGNMkXKAZr3TxBImqzdK4+DJBBCg4Gx/E4nBllMOwjkSLaxhgc41G2t9ggurCAliLLg1V4bcnek2Tj2imZnMTQYsJyGZClGmhWXG/PrSO9iuzfB9n/oEFw7HrHqnaEVj/spP/gzHdm8jMkXumEQzdW6EEbk1IVA+btUFXRtfIdY5vk7xgmqAShXZns6/gQ+lD6BQ/J7/bnIzoDAyjmaOEc1quklKLThOMvcKvYWIQzmHCuuAxpAJW8Y8S3kfu7uGFD65/jjZygZWz8cJy82iG0vItXu4sj6hOZZM+jaROWB2/GYG1gC0ICClm5cEZO4kZDiI8Kt+C3NbQMPnrB/gtMr3Alk6AR4Zp2opzbxL6vd4oXk/TpZRUwmMNKoOOm5i2KUyLYoRS1mp4PaKENsw8QqPTyYXuTO9jrH8EG31EABDZ4OhXZAGXQxnwtSqZlGYFlkrx0626M29hd/9H/82L1+9xpylEZnG9aZMKSNIRylsrZjcr2GhQL/wMHNXv41sZh9lSmSe8ap+iVH9JHkOr7ZL5dcQCYm2kEWGrAj92vYOYNCrYLSdzQP+nvkzvP/ObQBezk+ykI4xrAPy4CyuMeX80cuoPMaukGhx3kJaA3IcWvYcF/oPsmcpEGBlHVKRsmf2qSdfMgRJ8jJZFtMeLWKgGc9WjW9HO8SOIpMpZlry7kwaq8jCQUuNjueZ64+5Zln8yuwGP/zbI5zaDIP0kN+49zKrG30C22Kzmj3iZy63xjcZ5gXYNXxdZ6w9evrNXO0kPDJZxCciFT7d4RYIgSdiagf7KAoyCnxLghiwmOxwumWS/FDI/PKLKKuEg06zFgWCbtHk6+X3IdwWmcqZovHziKzt4RJ/0ekcG3VCt0QVjXTGkpBo+X+TIQD+NfC3gb8F/Ks37Ar+K8lH3/mjvCcq+JnF96CF5B3BCzw5epS5udvY9RHniw1SbHJDkhUBNctgYjUwi9ITSiOX2tnn6Hklfl4ISVyEX6Sivt2AmojpjHrE9goGJl+o8RvDEeP6CrrYR7kNIiMm1jWCQhJbkmHWxNEB2aREJLVzk99cexghoGZE7Iu0JA1DML8Vc6QbLOhRyTek4YFeaRxuVaPwBrLBdOzw6/WvoydTalZpzCa02LzvERSCxnQLa3FES7l0gglvCm+SFCnatHBrU3539lEMlfPhZ36NuNbgu+PT1MwWv3j2nZzZeBXSgtSz+X9aC1zXPodiC51L3Lz06A/nLNo7T1ETmmdmSj9CKIkQu3jUqbevcX+2RIZB6h4xaV0GBFHT5H2HYwQGwewrdGoZ43ZGkVUc8FbCnuzikaLsbQRw/D07YKXcfHqWbFjCWucW3sy+O+XGygQNjK+2SJwQJ5kj8jRSmYRpRJKvoB0DO80ZHPZpOqUHbu1JYh/WHQe7XroHulKOFgXZsEc7bzHuDnjNv1De/2gOb5igHTDSGpF7vFw7esRaNX5wVNFgNIXDKzuPsanXkYbFCauMCCJ9mUIIsrCD4Q4Y218yBIFZo91/msQ7TpHV2I4TVlwXu9B47pRMS7TMcLSB0AZzdxeIoWCu927E7Yvkh01AYnkhR9mYafsm7eEC15br5cQykTDxylWrk2rwTlR+hyOnrKH9rfZ/5M8av81Oq0UhJEYVmfa8TYrpGer+VS70FEUxIvdLA5MpBzcfoKkT5RMuZG9lBCWkMpwnd3bYtwysogPkHLUX0GrIpMhYiOcZSoklFFIpGsMSBRaZR/Tr1YwQt4ZUDsoUKOWi7et83+IiP/jbEYZxmqbVYJD3+GtPFNQSUJbD2Ub5fx++usBW7TQvx0OkNDH9eb7n+E/gqS4qHWAjqNsFI7vGhdsvAiB1wTftv4LEwMEksRUUEdJoENT7+DNDkqhFbHpoHZPkZXQ3o5q0W/cRv/qLZdMmmmYWkzpdXB19cX1t2QuEbrmPApVWTWUNhvtHf6h++5PKlzMEN4BvqV5fVV+zEOL9QogrQojrQoi//Yd85l1CiBeFEK8JIR7/as7zlcil1z9Fo4j5rUZJX/Bo/Cq3du5mbe01Xp3czQn2SLVFZtmkaoJtu0yNGnV9iBAFSVFDdKeEXdBFipQGmCCRaDKe9F0eMrZpj44I7BL21q3ghZ2+SS4mQEHhGAycPnfiZUaFJnU0k7ROJCZEvVJJzE8KVMVNUxcp+yJHZZUH8+a/yoZcYDnvlTlIFO++tYRGVRFBQSB97qg6th0ykJK6KtNJt611csdlVJvDn24xmtujjk9ieVhRg2kegzRw6yOebTzAynSXmdGQlxY7ICSPzn8EKJg7uI1QENVcbBQIibYGGBE4eZlj7c2ZyGkPYXl8cqkcFygLE0++AoBu/xqFHBBpF6EkmTOiHg44FPO8tZcRy4iodYMlS2O1bqPyil7DyRnq0ig4zi3mHtyivjxh6zOL7A8zzlTY84nf4MDtETmKpOkTXG8R2mVxPERjIBgHffb0KtqWCAWjyYh6LUVpiRzDsKGwlEezWC9hlVWPRdsoOLyzi0Ty6fp5Hu09D8DHsyUkUEiBbUA27PLeZ+cxLxc00zKqmJilImsYYPnvIIiHRMkIf84BO6c7OGKp51LEHQx/gMjbUKF34rzJ4u7nQBcc63yUsVVnybToOj62M6EoTMz6HoaWmI2QpY6CpxrM2evkQcT2oPTQly7u49oDVO0Ap/823hQvIZRFQyZMapX7kgaYhmC9XzoRM8WQrh7y5Pgh3pH8OH8l/cuMzCZtWzF0fW4IG6183rb0CisHmlwOkZRebY5gUW8jhOS2/SyL7kmOT+YQhYUTrGD4V9gXBrlZPlfqHQppMi6GtMUCrzk29Uizur9b0T9A5Ozgi4ofrGYiC6f01q1r/J2FJh/5nMWbr2ds3PsYUhhEwW0u1PLSoAuTlhMhlMbE4ZZ3mjv2gCCLkZbHBzfL0HV26qHR2IbksFHn7NXy2U2Ez1tiybTizrLdcyilmJ+/SHJfH6UEQdxACkAnZEUbAFdbZDvPE2x+CkMYTNDMRCMyo42vQlS5yrjUOEVQ9RmkeYiDQEhNf3vyRyu6r1K+nCH4fuAmpRH4nj/ugYUQBvAvgA8AF4DvFEJc+AOfaQM/AXxEa30R+NY/7nm+UnH8Fp9cfDuHeRehFCfDTZYHh1hWwqi3gBQaGeVoKYmYEBgttJC0zQGOExJrD91UWM0GWcUM2DB8ckOjdcjl0TrnGkd0R0dM3DaFELSEQy4CaskKKt9FC0FhFcTWCE/WmCjoiQYaSegM0HlMKnK6Uw1zE0ztU9MFhxp0UlY1zZlTbJlzJYS0mocwrxoEhaIQOUKkRNJhtTblA6f2sZTFXFjWDq7Y9+FPjjOur1EPtrjFDkWj3FhG3mDEFxqbfHatRc4PbpDHcGdmht+48BozzjIfrk8wo/J4gV/jcqMMz20rIYot3Kz0ZJSI2ZsvPSHhtAGJUBJH/hr/Ye4WteI1XPkKNZFihCG1yXEa4YQD5rh7YPOc/zo5ilUsOv5NlC6RR5nrkIXVcPfuDgsP7WNt30Nx9WHM2ge5EJdEavtOwe36bdzCoWguoCILObaYLDxLkmlsy2AY3WFHLqBtSaYE4zzAaySkRROhBcnKiLB9hblRObCmqEL3BUKscem93ZBNPpJ/BoCdrIEGgtRm89od7vq9Z5gd2dgHNs/3Vslyi8w9QucJiZHyu+cOOP/aT7A9eY37RoJ4xUEqxdc9u0ARzGD7R0yiddAKZVpkuUt3MsVIX2egW4y9GvXpkNWZUygzRWsDu30L0Mwu3yQrwD18N1JIxObnWfhEuYacWsj5d5dUBXemNd6d3IdQFk0RE6FJXB+Rp1heQj2r0hWWxyB3+QfGD7HLDDdGJwjqLWzD4ObcIlvJCUDxPuN1RCa4njZoYSOETS4ifMq0xqB+nULlPDJ4B85kvZxc57/GJLIIq0ZLy5WEbZdJuoHttHmxmKUThpzeugNVd/nYP8RRAzSQ+S5GRRQ39m5xalvzkcdTnly6D1+UqcpO/xqiEKROSQY5FjmiyJCWR41FjlqKO2m5Fz4YzJGInHk65WAoLRjV6ywdRqA1fasF+l5+TZbGfWqdAGDJXaVxckywu862ndAVE7SOySkNXN95jfj5nyaoWVhIpsB8MkVnK1gqQKMQwmTDXyOu2AdIS+XvmILhQfJHqbmvWv5QQ6BL+ZjW+je11l8NbukR4LrW+qbWOgV+HviGP/CZ7wJ+WesSZqC1PvgqzvMVyYy3ylPRMvXkFHPTKYl2eVP6OnvpHI1hmQ4Qo1LBR8aYfrWAZpw+thMSGTVUTePZEZEuH0jbOsGN+XKBL22cIFtMWZlsoKRkaprUjBoRIxJvHZ1vY3lm2aFpjqk1WkwLgWWW554Vmn4jJTRCWpFAWj1iZwVPFwy0QZZ8iX62Z7dY0kcV31BCTaaMCoGtLLTIyYWJ1d3mHWt9bGXTqdISL3jnMMezJLU1avGAzfA64/kMNJjaZ1IZgjv2cQDevP8S5IqjVpu99j7Xw5dxGxuMV0slqG2DDXMRMw8wXUUSdrDzigZCpVydK5Xy/Axlp6UWXBeSnWNP4kWKuthACgVZDz9YZ9Ba4lgoaKY2n6tfIg/rnLAUi/bWF8PmqVunfhCS2ILasW2yUZ3+K8e5a/ICpnWW0ahcqttuwm5tl0VxmqLWRpiCzp7PaOUJkjxBoInSG9wxWghbEGiLTBTYtRCSMqqRx/Y5OP2L1CskU1gxRjb6GyxWDAIfvf3zNCuSurleqUj6Rg3Tgk+8++v57NdsMZoLeOLgOKPNBk49Qk33qImCS6sLzIyHXDb2KYBF721ESyOeunuMVh62P+Dhvd8BVaBNCyNKkRqs5EUSDWuHBc7uDs5kAtV9d28d4bgBs3PbTI4087PvZi+8iXnzSXacck1PturYjRytBS8FOZFp42JQFwmjImXa6qK1omYUHOQrKHNCWNR5govsOeXIy4sLN8kW5xBCcGNmiX50jjl7i85eqRz3Dc0sEmFItBoyrTqNw9QlKAJWJw/gjksFinWdODSIrWrinClJ1yMm1bpVg3XWoz1Ob93+IofX0J1gqgAsg1g0kBXi5jYef/VXC0Lf57fu+S7aUpOrlG7vDtZtSVClq/qFQucJhl3jvDCJGgEDXRWhhcGQALPqZC+0QWx5PPuQC0LgR1NidZGPqRIAEMs6ibR5PbvJyu1vwn95nRc6imPGHugEXZFX3i6ehzwibs8ghGCKZlYZRJlG6AAlNEIYyEadogJN2BWZpS8VwUjwRsmXRQ0JIf6MEOJ5IURQvT4vhPi+r/DYK8Dm7/t9q3rv98tZoCOE+D0hxHN/2LGFED9YnfvzhxVE848rvc0N3Kd36bWbnAwEe/ouHpWX+K2Nr+NktMeQGnlYLuLUmLJPuWlmawc4dkjk+igfHKdHVBWaakaN27MXAYtm6PNU3eWhvCpgIbBknakaMWkcQxU7eNUwGmFM2ZtZZ6oELXtK0xpxrt9hZy4iNsd4qcBMN8nsVWpGikYwSr40oi4260ihQYLWETLvI41bZXeiyFBCctPfZyO4gZdZ1PQIXQg2Yot6sEtQL9Eii/sJ11t3ypwyBkFlCK65p1nQu9w7LLtk+802d11/PyPnFZbf8lm2vqvCO1uSa94x3HwDbDCCNmbV5am0IqiXyI9Fr0JXAZfUMe5uvMrI8TFEqbRVehsjj9mt3ctbe+V7L/mXmN5ZZLkR8e21mAKNwGLgznFmd4Pnz3cRUtF/5u2MxmPW29u0wyvsW/M4WcaBkyGQfH7th5ismHjdLssHPvv5iFzHTFVMeOIklxwT34kJhIfWIK0xcmqXfR1LQyb2gHi2rL2EhoetM5KDHY46bQA+kv4Kz2ZnADi+f4gAZsIp9z1a55UzD9AUDi9ePKBpxex9ZhZZS1CTXZalzZ//vf8AwF7D5ulZg4eTu0nqNgcVjbTp9zHnFDJN0KaFHZV5bS++jhRwejfDuXmN/SRAZaWy0WrM8kqJ21+5cz+u2eTm0VMYecorJ8uoypVD+teaNA9zhJnyKes11qjhi5yJXaPXaZAaglXR56Y6y0E13PfB+st8/X1T1MMdPnf/u3ClgUgTRDEhj1c5VbuKedtFSc1kpoGDoOlIdDFgWlSpjvECvlnDjLt4w1Pk9pCYjCIwSWVOIV2EsPCWJ0SydMyWj1Y4E2zw8KWXqOs2QgvGdkCR5wjXRuQWrN0+VQAA2slJREFUduWqntjy6Y4FP/+OhzlTGLQsn1G2jzEEc8NAVMp9Z3IKI8vQps15DBre1hfHjap4jC6yqscewsImzDwuvbtCmKUG17C4gUOGpi4k12qnGagBw927WR89Si09pGNMAIWqjGC9Su2I9vHyuCqn1WgwSSLIIxQ5QkoW2i6G56KkSX3aI0XTlAVJ+AXaiv/y8uVQQ98H/FXgrwPLlEr8bwI/8hUag/+c+fqDUxVM4CHgQ8DXAf9vIcTZ/8t/0vpfaa3fpLV+09zc3Fdw6v+rHH/wTXjOhxi2ZjkX2cRqhlXRY6N3hgv6Nrc4jltUHCRGxFFFZbBQO8CUEZHnkRo+qEHZ4QroPGFh8nak7FDogCdlgweqgeBjy0bQIEonjPw2WgVor4ZC4YiYwF9hUgik0PzzR/8uH/B97I6kECMG/i5Sh+TOBRZ1RW/9+76LrHLkwiz5ho6yDYr2UzgKcpmDllwzp1zevc0D2wJRK4hSj8R0uOO3mFaG4OyuxWV5g0aVdgoqXoVLjdPcy4s0qoHx/WabWH4a/2ueoQgk050S8tfVEzYaHYyqhKSTDmNnjJ1pChTebEm4tpR9AWared08RmZ5PNl+kH3KZ+mEEcc2focjf5239nKi2h7LZGw/1eTyxx/mYCJQIkcYBmfv3eT42y4RtgW1Ww4qXSFOCjbmF1k8ehyEiZdlhJZF2z6PFg3GLQ+7uYahBHdefBAEeFkGWrFZs2hZIxQGCQZ53iPfzEiaJsqUOHLMjaVbCCSR2aBOinl8hbE6QU5ALhSXeykKcLJyebemGdKNyLDwVYNtV3Dv8R5FIult1Skme3RNByMo/aRR0+M3li26qsEaa9TSMqVm+QNqF2NkEqNNCy8qFWMzyNCOZnFQsO6N6Y3XiOJq0MnpjMXF6xT7CyyOvpV+tsdkdJ3AMTnolopsmnTY+OQK6tk2P5D9IpIpexVpYOaZ9FsNcsPAKjShmiWyy4jn9859DT81dxdFzebea1epFznmZEB7eweQXOy+iHenhtvKqVFSthyvpUBOmvpolZCMVtEYHAY7+P27iJq3qKUJzrROwZTErCMxaNcmiLXyGHP6AhOZc9fgJoY1i5vVCa0JSSowHIGTaR7wfhtQnDh02VmA52dnWY526NjzDPN9hAYjV4ReuXZn0+WyU9zQ5NYlTpq3yURpaLNbn2Lm6IheXO6HkbbQSGoV1DW1bf6TjrHJiIyCBTPi9fo5HDHmafsy6cw6j05fxag4lZSs5htslvup5pdEdalOsNcXyStdosgQUnC8W8OzTXLLoxtO2EHRNqDIG2j9X38wzV8EPqq1/pTWeqS1HmqtPwl8c/W3P0q2gLXf9/sqsPOf+cxva60DrXUP+DRw31d++V+5/LN/8BPstQWFYXAiUHyq1gbg0eBFzosN9pnDrmYSxEJxiKCeBbTdEFPHaCkJWGA6TEv4J6CSARfI2Z9ZRqshyc45zosN2tGI1HVQtNFxTqHLIlNsNwitMZ1UoowWk4qfxCoU1lwTZTyATgdstl8HJBcykxOUkND96pxaa4pqFoCwSgU+yHps1TNqWpHJHKngtqm5aQXcdzNHNTSvBCVy52dnany64RK4Hqd3HS7vnuVT1sMAJCJCa01g17iXF3i19WEm9TVSr8HwnpdQ/hTnZwz2Xi0L7mdrr7CzoBFOafxk6BLXDnEzyAz4mv2PkpNzemIghESjuOUtsp/X+NnGR7lNaZC6E0H76JOM6wUP9AvC2Rd5wDqNLkKccY3N3S4FCdqwODZzi/xtGclei+O7AcqyKTKD50+eozG+yY6McNKc3KhxPD7BzU+/n1xLUqNVpt7KvY57dIC3scXYrdOtmvtyQyFkjn0wIei4qEKi3IzdTFOYNWLThxr85Pu+iXODMZ7Y4amduxg0DKaOxesrXS4vdZEaiml5TIsuqRTsz9Q4fuGQsOexK0sgQDecJ7UtLBSPz5tMjYw3F+9lLipTUabfZ2VuB1mhubyo9Cjr44CJCwujnNnV5+ntH8M+SLHtgLxuYpoZ2Y23YatVXgmewclynjtl4ygHl4hfkx8C4D9ajzCjR7xP/y6jqinNRpPWSoOxGS/g5wZZs3R80hp868GvcvHlz/LQzlWEEFiTAfnAQBgB59p3MHcSNtZPIaPbAJxwS2UYFz5W3kfj8Pgk4vrR8xhpi7h5Cyub0gxn0MWISdXJPeOFJCf7xEWI4c1yqXBpnI1Ia4v4aY1chqS5RHiCpaTHQ7VfpiDBFD6bxwxWp+u4eg9LOkwrSCrA/sJdANQGh+giQwnNRI5wmwaiSIgLhfC6jDY/x2EUkGtNWo2SFV8g8zMFn9Ax75HPIfUEx/HZcxfJ/YCAjP/kXOM9+efYrODDyjBwiJkdloZl4lczx4sYvVY6Q7rQaJ0iDTjb9fFdg8x0cLOQXXK6wgDhMumHvBHy5QxBU+uqve73SfVe8ys49ueAM0KIE0IIG/gO4Nf+wGd+FXiHEMIUQvjAm4HXv5IL/+PK2Q+/nZ5feq7n5BEvem3G0uM7jU/giozdxgx+UPrdY52xj6ZbBJh1UdIwA9NglvGBTVExC0Yi4hFrzBMP3g/A6uEKNxyDb9x/irVGHXCQkYnKd9BCEso6Q2tCI7VYdyRBldcUhYTREzzy+QGJPGSz/Tp+tsYPbv0m50QJh9ylVPpHuUIeHWeoa1h2WasYZyMCq0tDKWKZI3ITkGxYkqPoFP9w+CP8q+e/F4C2Ejzp5jy+ej/dPZfp7js4XmHnU1mgFAitOZtfwWrvcjB3P29vfY6HeYb+Zw3mXhUknTIiWelrQsMl+UBprKwJnPIPcQtBYoEI6hhIFlIPQTVIp+3iD3JerF2kR4limQkjglrKopFjazjMc04XpZGwWwn+tIFWAWNqfHLwGOlvCm7evFDOb7YzCmWwtTiHGSY846b4iSIzPR48OsIXCcuDAwIKbq2EKNsBpSjGR8Sd0xSG5JgoleBsrUwHNseSYaeOIQuEhH58nKBtMbR8Dhsz1PIpZ8MJGUPmnu6RFgscNXxyQ3JzvsNL6/NMBhkIQaFKpb5pSS4s7dA+OeLVaqrYXXKZcadDazQklZr/8eQN2mqFbzx4PxqNtqc4Zo6u0EpOFbm5sWBoZdg55GlOnDY4cWkf2wpI8xrD4QK18aPEYsrO5HVurdj83LsEs6mLpxNud0+DKTluX+Mf6+/hAXmVN2XlvF1b5JyulWtuL1tFIkg9hRKaf2j9HT7gPU7XirHJiZVERAH9eA6jdpWZgYA4ZvPMPTxrl1ngVjXnI9cWS+ISQtaJipC89V4EgsPaHUYF1JMZ0FMOrDYKzYyTsFcsMc0nuJbF7TsLLJybcO/xj1PLHMw8BgSGK/iO4Ke54QjsKCL0PYJFj7vGS9QrKpCkKOtwqeFwMF86RGZvFyoOrA+nD9G0U4rCJ9RgzJzG2fg06vAysVJYVWosz9tf1CeFUXCPukNd93BNG6EVn8jfyZ2z5+j5febEmEO3VPjKkNhEtKu06W69dOqKImRqlkZX5Q7oBGHAybpHzTFJLRcjjdkTGd0qQ7FzdY83Qr6cIYi+yr8BoMvV+8PAxyiV+7/XWr8mhPgLQoi/UH3mdeC3gZeBZ4F/o7V+9Q875p9EHnB6hLNlcaqdv4rrxBy1bO6XZV/A46sP0B6XaZh9E/ZRzKKgoamF5UIY3jHJBwaJWSqMQZ7SFOvcOHYCgYmV2XzKr/Pho6eYLYYAFLmPyrdRjkWCzcSekhmaNzcNBpQpgEDM8PDkM1zUMcNZxWF9k7nJGULD5ay4jStTdlBorTkqYLfR5I5coPMFQ1BofmHvDDcPv4VhfIJQWRg3f5jo+t/gfzv3HfSLFl975hVO2JrvmZi0ioifPf1uutGYf/rK3+S7dksytMyA2LIwhykq8HBa24zPtni09Yvs7hnc9+8gvBsmVgcDxfzl4wDcapT31RmGLNcG2Eoy9QRb2UsIJK2iVk0py1lubVO/ZrE63UdhIChoTRPiuuZCaJEIza2bj2ANfW6vnuGZk2cxowbogMhVrHW3iQ9M+qqNRON5myitCUyXNLO5M/cCdp4SWzYnwjIAPT3ZYiwj0m6Twq9jBmN0kRJV6+FkUS7n1YfOA+DtRPQ7bXQmcB7/Id43usJK1iPF4n2HT/LPPv1PMHWHvSjnoGHgBTCpNUBrTu/12ek0uHnZxk5iElUGxYcyo5mlrL1zDxUPCfMxbbvLsNFABmOsbMrjczG/PP+/QO5gC1Cq6h6vsBoyN8kMkKJDlpe4iuHGA6A1S5tbmDomjupsbV1gyaxzWd5A5oLLKyFHrYT53CTB4OLkFrnlkR25XD41x28Wj/B+8xMoDTWRUctLAEQjKRVlI93HSDOK3MJxeizrMu97s5jh0J4l1R4N/wrtV6s6lnUXn3HLe2vJFiDJhGLJ30bIBivpv6FVzRjeiiV9LTFV6VseWC2mtsaUmtHwHAMZUTcbxMHd3LrW5VzzGf7h5HVqaUXP7Sa8Pf9dfk5eZHYQErVczno1GlnMjFWmUiZ5jJaw0VolN8vzumGAtsufU3LUVSgMj0iBqs0S223Wr/0SyXQPjypTkH/J/100Y/y4gyuG3Dve4lR6h71inm+68dP8QPhLJNqCqqZTmAJTJNheQWaAZVQGoggZR+Wx89wFUqQJx1ybhmuRmC7kEftGgSMkjoD9W29MU9mXMwR3CSFe/s+8XgHOfyUHrxBHZ7XWp7TW/7h6719qrf/l7/vM/6y1vqC1vltr/WN/om/zZeTg1stEc8eYixQfOzqgYQckrXKDpZj87uyjdMcBQuUcSpddFIumRLiKxqiigxhUo/rMOlorZqRiJoXZWOMom1wPeClZ5YHwWc5GZTg6Mpuo4pCiAwjBxJpw6E54bKbBWJQesck8SgiSezMiu/ROV4bneK1+kjlxRMMIOSwZ97GE4mff1mTbnOVkNdyiKAw20zZxNkuiPCQaES/Rzgb83Wd/ih992z/i69Q233Lg08hifuj1X2ZkN/inD30H3Z7GssvvU5gGI7/Ody8PCII2XnOfztf+KkXic/HHJNZ8xv137XGomzhkzE5yvETx/MGbsS9J3N2YrtzH0jYTD560/xM5Ob5yQWq0zri39hI3Dls8eFAGfm3GtKcF07bDm4/gpjshjTocHc7yybd/Pb+99m50WgcUUXPKrDhk2moRp5WSdHpY0sQLFIdeE3vmMyh6xJaNH5eRy73xdeKu4ERyEqSBOSpTddNO6bWeysrnuz8pn5m5X3DQ7hK+8EMcT97Mqei7OOWeIpEuqxzQFjkaD3N7xNXlFoUwSDyfepJxsjfk7M4+UWzynb/2b6jrLvVC0SfDThWGrVgdhvTiHazOCXrNDiiFWUQUZpPLjWtctW9jS013uorMPCiqsqWymPgQ1Ofxk+sooQkOTjPbO2J8cQY1zEjTGoP+CoY2uGaUiihwc4QWuIVN32xwbvMayvZI+ibf1fgN/o7959lmDo2mIRL6VS9IJ7dInB5+lqINk3FvHW0GNKLSs32lWOJ6o8x3L7tXKV60KRoLPBaewZ3ARChyPYOUFkpP0eYRQjjIWxMSN2WMxrz2GPvSQIlyLfetJoMqp+6PzjGR+/hmk0LWeW1jnt/tvY8Hix7/U3QL30h5i7hMqBtMDyIa04iJ6/Nq+m7S/CZtex6FIhQm7dMBv3biYZSsIJiqIKmatvZljL51nnlDEyqNFAbBzDmEVojnfpJlUdYqgqxGVrEFPDCnGCfvZKQFlnZ4NH2RqVFnmjoYFPyH+tvJxuVnc1MgdIzpKiYNg2NF1bSnY8YVf1BWNWJqC9Y9m5ZjEhsOOovZN8pI0NcDkvC/fmroLuDr/zOvD1P2Bfw3JcWDb2Ov1aUe5PyC+Sa6Zp9BhVtOOIYTJ/ipRqqUodEkBpacCpI3zBBFgbJsMt+kLS1UEaPzMsf/zlu7+MkYrQYsbZwkJ+axo6sA9K2SdG3QKTfP1JoyNFLeNbNIKGdRGlIynl97P4/kT5KLG7iZz6mDJq84p6kRU5ch+xX5Re6nTDyDA7PNsjwOgNCCrz/4DX5w5r+HzrOYQvHnxj5//4XHeWR6DdMsYNrACn+Jh5/9f/HjP/A9zC4onl28wD95xztRc3OkKkWZFmO/zscu/xhB0Ma0Eix/yOTZb8NLNS++9zwfKn6U2HCpixid11k9yrnTPEPrl0/iTXosqG1M6kxdmCQpr9ivUNceQgggY0Xf5AnnHOwYbKsmQazwEwgW72It0rxuXaex+nmG49OkdpvQ9L6IiNltH9JQh+zNnsDplRtaiBTXcuju9XnmrIV0erTziNwwuZ0/SKwtLqpbjNsm3bhi9AwnIBuMGi3srKAWmUhRsDfsITCQU6hnC1ycXMASV9mWMW3/WwDYPJzhhZ2vA6DnrhAZTbaXzzGxNM0oYep5FPaUk0GP9rjPXS99hlNDi57McNJyQ1tAP97C8rr028eYLh8jNSWF0WYiBEZW47a3jyxcRGHjVM2EGpepL9k6tsTseJuwHlNkTdY2N3h1wSPbq6AzWrCdCtqjknUzdAuORx6x9uhbddxoSt7sIrTmzrOP8tipp/lL6V/BJKcuEq4UqygkhuEyaV1BiZDUyFH7q4RhG5EVJMogwmHDX6db7LNcxNQPC8L7J/StI/oFRFoR6QUsodFqwE5SeuATf4778oLPzZscnt6nn5rEdrnXCstmv2iSKzgxqJMmBwghMM2Uw0aTVwZz/IR3N6sq4c+cfI4T2Q6/yId4+PIIihgtHBg9yDS/RctZxBAGC7LD/ANjnjlzjqk7hUJjaBg75brakDGj5CIXHEWkwBCStt/k9XPfjTXe5Ftf/QQA43SejXwBpQWr7gFStxkdNlBFDW92ilvE/ObyR9j8moT5+18lHVezMwxApYhaQdioUa/4jJRVEIRlb0KhSlRV5hmsODZtzyK2HHQec1AxA7jZ55ldHn5V+u+Pki/XR3DnD76AANiofv5vSqJPPslGzWAaZAyas3TdMYkpiYo25Oe5uHMJAJOEkS4XyJJTPgC7n+MmMdqySUyXDoKsiDBl+blHxiArhMD8aJ7HPR8/r3DTecnauFUvo4mpOSUzbTpOg0WnS6gEV807PB128VTMnbkpy5MTPPbM/8F7f7NsVGplDvsaQDGquczHiolwkNwHCLQWtLMxHZWXqCEg8J9jfW+Ho7Uy115LG5y++Um2FwtqscMPDwe8dedlXjc+gBfXCYoQDJNcGPyrnzokGJQF4d4LH2YwPM+Pf//38jff9veYPTUiLixckaELl9VeRs9vsdeZoxbu082OMEWNqQez44LX6uX3d79AonXkMrjwC/wOLh9Pz/HbYelR+s2S/fRV/RJz9/4SGsFjr4T4RYyqoIeD2pQbiWSnc5b57X1ibeGrGNv1aO2Oefq+KSprsxyW3tWGtcYn1PvxRIpR5GhlobXGMAwM8zgHDYPZSchR0qZhTzkYT8rJZFpwJl/HUzWU+fN8dmjy+aws/j48fxFdoca27RSBIG83iaWiGSWMaw32OoKVvSn//uv/HGIy5uLL8+wbBSqr8sGeIK6oMHTtOB9/x4cx8xRldJggcLIO7dYuwczLFM4IO03K7mLhEXoGu4sdFvaO0OYEM6uzNjVJRi6yimxMJLcSTS2uCrVOzruCmFi4uCHINKaoNSgMk2g/56E7XW7NLDPVDg2R8Io6Qex4XDvbQKO5Mftxnln8LG5QY3urLLbuV8i1I6PDarTBqQ0boWGev0CqZyoiaklaXKBTSLQaMQpXqcse8cISntXkQA0ZNqcEkUliaBCShplzK1xmd9rkWJEwGZapkLrZYNo6gcp32V/w+V+S02gEV501PleY3Htbc2s2qs6a0yz61M0GkUpZtGb4n9X30PUGjI0coXIaiUMsTZQWjLM+9doSLdslUUm1HpeZNtY4XHiYt756E0lKkDa5rGZIhYGeliowYYAhXfaNVc5Or/LM1hJpdozw0AVd8u4qA3SRYLkKvBkinROgMS2YOmXzXvEFfdFsYEpB17MITRfymL5lkKNpON03jG/oy8FH31Lh+39ZCPGAEOJV4FVgXwjx/jfkat5AaX3wO4hMwShKKQpJy56SFHU+vffDjPM/y5tufx4AW8TE1cziWa9MFVj9hEYeol0PL7MxEMQqxHI7bNs57x63iTrLCAwU8FtWg4AuucpJsy0Mv8DSdXIZkxkZll82lJzEYqJASJfr117jV7r3EJk5pw9nqYcHnNza4lpxH/VgnpHQaFGgTIvH9nMs5ZNzEoGFQkPLo6EUWTVhrbn5BE464uBUqXxuBFss9eDWiVn+t42A2cLh++58gm4yxM+PcVCNMJy3e/hjkNsn+dyz3wCvzJLmNc5ZIQJFwzeIsbErPPaJqmv5xfXTuHGfWpBRVwZKCjohnK3SM36VEy4O5vFTj+7qT/O17ot8UD5RnlecYcMXHHIVxwmor17hvtspd9/e+VJXsQOvxwaJmGEpusGGnqedT5FOkyM1YX9+gu6/FSMvN3PkZlzL3gPA3GRIphVCCGYeeBOm/0526gazoxF34hYte8wgMiDIEG6bU/Y5pHya522DXz8m+BeUiJ0TxRwPznwtAJPoeSbeOguTij8oShnWWoRtRWOqsCyXs4MpdmRThB5PqPvRGpSvMPu3yVVG11pgQ9o8dOlltNEkUTUM5bA0cx2MKgrMFFooCukRuRZhDWYmI6z0CEM5uCuPYYca11jF1AYKRS5jwrxMDf3oUcT3VzxWo8hHpgkIwbTRxYi2yaM637ryn+jpJpZQ7NlLqKV5oprGmbTx8pgD94hJ54CDgzL3f6AagEYLycnpFsdum2C6ZMdzbrfK+y8BS/qszbwLgDjvsmhfwXOOA/DAs7+ByAyywCaTCaZt8kD3JeLC4ePXvplxvsE0G5b31l4i1X2EWWOXWQ6CJj++/Q4+curHWNt+HqlhZ/EbAdjxn2PWKqOhxN2i4yzya+GDzDsH5KpAFBnKPUdnPCbCRGQhpxyJslKC6nzUF2iNbnLl1DfRn7foRAEbSZ1D7WDbU+KKrjqyBgghiWSHC9MrpIXm9cHf5NbHSgdMSBekQKcptlMw45wlRTFFUy8KtGFi5xGqAo5k3RJpNOPb5ZySPELaFrsoTp9/M/d/3Ye/jJb76uXLpYb+OfCjwM8BnwR+QGu9CHwN8D+8IVfzBkrfLfPxNT1BjjM8J+SomCWMbTQua/tlHtCSOUVFH93xylyy04sxpIO2HGaKUrEGREi7zpYaEFJwtLCKKVyKYg91eJqxmCUtMlS+TWN5wmxaY2hVDUGNkuPcji6X3cXSxj29zMtn3oTQcGan9KdWD3Z5vP+XaVUeaCok9Rwe2885ZcyzV7WkKxRm26Cp1BcjgnbVHDdZKhesO34BgM/c/x425uYxC4e06fEPXv1lBB0O8rJRb7l1lSt/5rsRukUcN3Gdm4jC5l3bOzz91Hfzt67/FLE2sav7cNp6GaE0l9dOIdDEE5/VvKxzkKXsGGU6xqsMwdwg4Z/0RmRmyOb845g6BmFwPJnh2U5KW6TIpMbs8afJTMV3vLaPqpZpJz7BK0dznLtylv3jf5NNscBCNiD35nnyRI6Z25wZ3YXKK0y8P8EcrfLM9JtZHo/RAgwt0S+NyE3JvieZ7e9yPWrStCeM0ibqoIV94RsRQjBv/muuOccYGoK4qseIuQGO9ClUTlL0adqPUK9oVRtRQuq5pM1q6MreHRY29xASTm/VeU3OIjOBbmja04BBusfJwua/U1Pu3twArVFZqcBMrzQuKv3CnGZFYbmkjg8aNo8fI7bLCOBme5FcJRz3H8LSBrlQNMycST4BAW9Tu8SijKo2zDpZXqaoeu15hM4osl3e1HgO5VcQ5VoN7c1QH3fxJyELaY2m3WRPGOjKAejpGkiwSFmJ9lnZSClWVvhcFPPZ3RJOrG2B1hpZzTZIhaRpvkrbKDvOV15/mgcvX0EGs2g1wqxpHj33Gd6+8jRPH93HNXpkRIQig84c6BhTrBLf7lKLDQaWQ2xEPHxlwPXVYxw/KvfVVPdpOuU5Ptt2aVgdOlnG7dE6TpEgioKk+SDrexNCbSNMkwVLkq4fkoovsNfOMZscktpNPv/BFZppQF97GCga7gFpaoPMSJvl59em+8ymPU62TX7rRkERm3hGHewq959pTE/R8E6ggQma9kSC1nhF8EVggFwswQVzlSGgyLClyTYaMzFpzn51fVR/lHw5Q2BqrX9Ha/2LwJ7W+mkArfXlN+RK3mBpmAYfnG3RCCeItMCxYoKJg4hLpdUZjIhskAgmuY0rwPa3ILeRsWYMKCFwjNLDHRql13PTGPDz1qtkto22YrQacHr/FEfMkSgFOqa+FNFIW0ysCY1CMVNfZGuyxZRXmSpBTRZ0HryLm/qI+bTGYjXv184yCOAer+xWjrWgk2oeGBSsFau8SATCQJExY6c0fp8h8LOCoNWCWqmk5jZHDOrw6bMf5KphMC3GDNtt7vHKTTpQpSHYjK/x1GQfWSzihQUvLy0Ru/vcit/KTcPlknWCBAO/kECfzuzrLAwLrs4fA+B2ssjJolRiosghLYtbrlnl+dNVHk17/OWjKbu1XYjH0FjEUZJXGn2aooDYx7V7XFevMDT3KNstTI5PzzNyhqT2FkJss23M0uCInzv279lu3+ThO1/PPTpHVGiqiQtZZ8Lnp9/DeFgS381PY/zJLONq7kBjsMWuKmhZIeOkAeMG9vpbueldwpT7WIsFsYLCLDeqmOnzxOEv8fLgcZASW6zhpwaWleMUZTE4rpdG7+TeHSylWVif5+ROjVCOkamElqYdxPTibY7j8k2//lO03trDLELcrDScY8pZE3nVUa51Rux6SLuBlbS4c+I4uVV+h8OkNAhzzixCaCSSGjZ5MUVZFkLAvi4doSk2N7xzCK3Z9RcBGx1N8Pwpx7wNYm3wsL1DqjPc4DzN6RHWTJNvO/VthEfHcCo6jZ7yQQtW7TtINFZccKV1kWH/Lg71HGjoH5T5/Z3xqwgMcoYMxQFdu822XXDlTJe3XX0OK5wtewjqKZ36kI+e/k8YwMecU/jzEdsopF5BWGtk2SXefv0UfmwQ1SSPXP8NlgaS2yd/ADcp1Vk31bjeMQ6NMc90ymjy6xo79OMOHmUjoRAt5sZtZDn9lELnTJ0hTjPhWlxgWQ1O3vuNPFIzaPIIuV/e42NmD9/SFAgmMiOquLrWxn0E8Ni84toE+laHhjWDNksDrFOJ6RY4nRNIYTBF08qaOHt3aIy/RKbXWStTb/O+zaRynhpas4VCj4r/WxrK1O/7+Q/CRd+Yq3kD5eFWjX998TiTIw/HSDFljrubIMNq4MY0odeEDIde4XNeB4T+EWbcRiAYWT4gCLzS0ziovLG5KGSqDjGzDMzyWLW4g1O0CXT5GXuuABwCa0JTaea8OX7suR9jxoBJIWjIhI34iJcPX2YhWmB2uEN4ryA5pRCt5zkvy4ggABZijZAZbrDOc4zRQqJ1zEw2wSkkWfVZRwl67TaWHaOUYO16weYxhwXbZsOAnrHNoNPBnD2G1oqpHgLwWpTQSDtIbXLfC3sspftM2le4KQ1+O/5Ong3fgkbiFx5aHeDN3GDtKGdjvk4hJXthl7OqTBcJBSPGxCL9kgHN2/wk38q3jSMeC2L8wSHxbHlP+2KKqU4SZBaF2+dmp8mRfYNc5EjhcD4qB6SHrc+TNz/GHdPhLy612PX2+dpX38l9B1/DOorCL43fxKozePuzzK/+JIazhZH55NOvpTdzNxOnmqk82CaxYtoyZ5I26HAPKpuQyt9kT3e4e2GXVCmklNg6Ix0ecZhe4ur481ybXaF93CUe9PCrmQW+mTCpz6KA5cNbaAQPvu+j2LlETwOmaRPZynAKxWGyjykkO3fv0e0c0c72qKVtACw5JA1mKCpDIIuU2HOpu4sspKXn25j0cMSIUEnAoG3Z6GpeBnaI1gGFUSqTF2RZi3GKhMuNsxhFTpx3kfZJwv4hqoBFd4dUGxzqOrawiGq7zA76pK7B3ckFVOGQiwzXnZBjgoY1r0R7R7bJxuK9+Hf/AlljkxlCptW5A+kgtEDnewyms3RMnw0z4O9/z5vZXmvgp10gY+JNUUrStCc8pgZcd49xMLPAhhYsaRvb/yCgidhgRj9AVCt45/MvcP3kh5GyyxMrT5KJDFdA257nprPDh/r/KwBN4xgX77mFJQpSYTKRY8bte1mLMnKZMuo+gxyYrF5Y4FKsuDTdJb31OF0D3jt8D8et0tFZ5RIzrTJ9MzQS9pJyTc5PS+fjpLyJRHO5eY6WPQNGxV+UWRi+QnodrMoQuEYHe9ijlo7Q1bzx1cUy9dZxTEaVIZgtErZQyBxUkP1hKu5PJF/OENwvhBgLISbAvdXPX/j9njfkat5geX13TKQdWhXF8+reAYUMSVWCP00ImpqeaDLWLseMPpE7wko7YPmcnSsfSlTxte9Rph9ODTPqhmZpd5fckggtSUVMp+gQ5SNyw+aaXTaxnMpz5vOCTGV87M7HeChfZKIEvkh5Muxgi4K3+THZjxwy/AsJR389Z+Fdv8Wz95abe4JGUpA7fcyswfMY6IpvyE4zIt0krxSBAfS7HWw7Ik0taolALp5mLdZs+oLD9gG3ZnNk8zhB3qcwDbTW/PmmgayYHGvhkO+M/iOmspnUN5n1yjGIAJ5yKdJDTL/Pen9Cakmeu3APeqxZrGivo0Yd7C161gDbKDHYMhVcdU/w/ym+nb92kLEwgsnyaRTgh9DILtJXJsqe8Ii1yYl8i4IUUzrkaol2Ibjc3uHGwjq/vvA6B4bJNw/OcX6/DJl9AbVigtCK0HIROiKf2SGwMuJmSEdvIlXG1Cl9m87oiE5N0pU5uTaJ9F0cbT/NA/krPGefpWBEnisMCQ2ZMznqUYumeGnKx068jXvetYDK+ki/SepYeM2MwF6j14KFg02y2XXOveuDRG6O2TMYpx3M9YjEstgSpeOQTe9j/qhFMz2gnrTRKGZnN0gmXbKw9GitPCR2XQyjwzvNeZw4Y3V3E+XdREkHw1ymJixyUdGFmANQUxAuA13nVbcNwIniJjvODJMgJ4vbGNYZ8iSif3uWmZltmjri6XCJfe0RNG9xsOySjkNe/vxLNJoHJLmNa4eYVS2q03gRgO2ZWeR7fwucCbfzFjUmXLzyzwFwRIGSdbQakCXn8AyLg+KIjjFid9nBrKb+velwwubeCQ6DJh/ON6nnEz6WvY9A58xIEylrjOoFKrtO7pxjeeBwbm+NrbWvI67tc7v7ccwkR1sOi9LnpnuHRnGNSTFkPfHZD9dBSkZuk2dO1UncLvP2ArHI6N/1q9QmNc4/8hBa50y1R3rwKs9sXuKZ/JBFGdMWIaeCy8wsl9xSIzMjN6r7EDjEtsXw4ApnjCG3vOM0zBmkKp+HnZhYjgJybGkRqQKj2hOem6K0AATH2+V7TcNgWKEaZ5LSEADkR/FXqu7+WPLlDMFLWuum1rqhtTarn7/wu/WGXM0bLE+9egehYdUrC2dH9jyRFxMXEc1pTlZX3BCld9q1N1DOGDPpYLSPc3q59Khy2ydTCYNsQKEyajgoKVnd3CIXJlIbiGIPW9hE+SH7cytcCt8EwLcf/D94wbV5aucp5qwZTtAgr3Ku32Z+nH+wHHPu1HXMnuB3P/FeGj9rInXOQ/M/Rd0KOLQHCAy0ythDsY+LZeSgE/JIEtD5Ymoosyz63S6mFSOmBYWAe9vfwvJhwqYv6c2N2Wzso9xTDNJRSXOsDYrJDHMHpZG79cAKdjtn3tzHC1boRSOiihbDUxKVDZEJnA9u4qSK337bYzR7E1pVDvpwfgZb7nNkjrCNksfJzBS9eouR2eWXxu9jdgLZ7Cl2PMHY+Vl++uGH6IybWFZKo5giEgE6wJY+QylZHltcaW7xqbkXQcFP7e6zrAxcmZKhyUXObDSmnofElo3MM1LPI8eiJofU/CO8+B8ROFPawQA7z1h1+6yZZZrl+tBkL3+ReTHk9dYahRyjc41A0LY0k36P0ztDFpIdjOYVZmcLQBPFj/Ar3/hNiFnB2DjBTlfQOhqSnX4QNZwwng/xBi7p2MY8FvMvv/m7CNqSSTbA3buLe17+yzSyQ+pph9yaYHkp+cRiMi1Tak46BSHYyLcwhcFb7fdw/tJV7tS2EaJJ0zkNAnINjjboO3toNUXa8BePPcSe1UcDZ83PI7TmlXQOL7eR1nGEFAxutJmd2WVx+jTrwQa/k9yFE6yweWyO2t4jjEZTFhduYOY+k7hAIbGthFSOMIuCrfk5gprGmC6SpoJ2mpL3SofLN2vMdMv7W5dlNDMONnnPcEqqp2hKhddyEw5eusCnX3sQPU142+BptrN5IgVSCJo65f6Z2yUoI/gU6+E3cfP0nwEVMBDP8eFnuphZQl5vYgjBTW+DDdNmS05Y0W2+YedZkAYyU1y49vOYRcyiUQ2AMacYaZ3JtX2kGhHikvoNmoMb7E6bDGf/v3yD/RonjjIir3Q6QiPh+F0ltLQV+8SOz97+DnPJAQOzhSvq2Hk16Ci1ysK/2sUXJonOQLgIoOakJcmhsDjulfeiaRoMnTKtNBeHbH/REPyRvbxflXw5Q/DfXPrny8nVz+2R/kqPFR2zbJTFrCdW78Pv5ERxHy/RyHrBpphFoHHdGzjWFDNpY3SO4XfK3K2yxkR6gj0+IigChNcErVja3UUXUIiMhlENz8j2CZttBskcoJG6bMncmm7xg973opwpuqKreLO9w8vpHE9+9gPM/pjFb4bvYnCpw8HPXOTnw79Dxx5zUM2Njb1tXqi4EdvVe2nqMjLaFLJcMJllMWi3KDyFPVBsLQu6Jy+yNlUcOZKddoo0FYgGg2RSTsDSFr3bixy7U9Yobn77N3BHLLIuLlEL1liNF0mq6/U0QIERQrNxnQubKZ+9cD8E0KgQEP22i3IG9MwBvii9PiPXHNVbKK1IEk1zoqnZC9z24XjSI/LXvjhv4M7adVRcQ6sA32wxQbOwWyOTOc2iw/ufX+dsluHpGNuxiIyQqYxYi/ZpZxNiy0akOXHWAa05kW4w8i3+3er3sLGwxOxgh+b6hPvCjDmRIFBc3tknb5Rh/p3FeYQMMfIMrTUdz2Da7zE3gL1ui4X68xxtlDBQFd+FmTWRKA6aJznqaFr9hLAxz97HPofsCgQCcyNESsWcnNJuxBzF28ypZYQWtPMd6kmb3KkoBieS/qQ0oG5SPucgS3khSDmVmjTu+T7S6RFCSLruOlnF0VrXPkMRoymIZIdUbdLJHWwkTWuHY2nM6/VzNJVACJP2TEy0U87eri+POBZtUGBwFB3jvhdeQtCiXhdYVqnUXhkeQ2mDGbtPY8vATXNGvs+QDv7OhJFZ475kjKqZaDSu0WC+XqHZnAYahR5t4zULgjwjNUs1JB/x8OOc89sWh9Et7q+/zJo55mlRqqJ3dWo8Iv8Pvu3E3+Cbj/8AH1iY4S3tJqYa0tq5jNTQWJpQjkKBPXuD626TG25KXdbw90pjOtUed+dzrJvXudz7RLV/fIyszuTKHmt2xlSZBG6d9rgkHGzFqwgBK9tTDvoRaIEwI7wKHu1IH0vkZOMpjfE2WkgG0wFCCtAaJ3WIhCArbuNikOoEIQRSGFhmjqqAH22rXPs1Q35xOE0nieiRotDkvf/6hmBeCPHf/WGvN+Rq3kDxmqVyOqZThHsDgM9378HxU4ZxiRjy/Jxe0aArQgJnjClzCHxk+ziF79OrLRAah3zGu0Z9MmQkYky7iR0PsfIcKzIoLIe7O+8gVRk74U06lkUjitCu4sgYAnCydZLHBg9TuBPGosO/H/j897su6mbG8stDtmfn6S/PcmP1HKsH+/zAc+dpFCkvhWVaKl64zrPeDq5IWHHKIm+U1fFFQlalbvKZWVaXTuCZE/yeIL+wiL3eZC0sDcUNXXCyapk/ygK0aTHVDsFlm9Qp3zfnV7llLnGq2KZo7qH665w8Kr08p0jQOiXTPv7xJ7hr/1US2+HpCw+QqmPYhcGgJsiMgCNrSFOXqTVZaIS/RkO7CMvHyQTzmcuBHbHFt4FKvlBfpt3xKNI6kNO0OkxVytqdOn9j+zv5ext/hhPjHQ50m1YeYNgWHTGkLwPOJJvUspDYcrASzWTSpSGm3J9do+cnTBdm2VhcZnVvh2Nfc0QeS27vr7IgY65Jn6Y9ZVd3OWy3EULTNCbkhWa27qCVJjENrs6fZN6z2bn+AtJS5FaN5WmDDiP6s4ukLYWTQjGesPXcPr6qs9eJGe1YaA0Nd8rc5YD9dA9fWlz3r9As9qmnHaR3RK4ER9MO6aYFLaiFFXGa4bEd7/FxN8VaewvfWLwXgJbVIanQZW3tkyqjHDtaLHDVyqkXLlKBVRTcHaVoIWkqgV0vWF46RCWC3q0FVGqwmm0hgRue5uSdK3TvfJJH3nxAkpwCrbmqTiMpEOSs3hY4eY6mYEiHYi9BCcnM9VeZ//7vozAKaqbPohdiWT5t0yXSBzjTAMfrE0SCVBZl93E3ZtI10ZiMkj6N5ZBvZ4PPy4JfzlK2j25gWz/Dc5PP8nL/cV4ZfZamqfmaVgvLa3P5zTkvGBFaK0JyTPbYsgw6qyUlTLfqmP6gXOFr5r+ezeAl0rQiHIw9trRAHsKCs4xG0K+v0ByXht5Pyyhg9mDM+OY+snBwzCnCDdEUYPnUszG1xKJTQarvhANyy0IUOZbyGBgSQ1xFCoESpbPRtGfAlShRgPiSOhZCkFSGoBZFWGbKk80h7un2H0vvfaXy5QyBAdSBxh/y+m9Krt64DkBd73FXUqJwdsMFxm2LcVpGCKZnkKQG83JK7JbejxoaGO1jhNdvMB43OJ+dZleGhMfOMiwGeEadxrhHaoDOFK3mGZb9U1waPEGqIpabLWaDIT2/xe+sfAyAH3nwR8h3AwprRNdt89kpjArJ3eMJD1y7xJXjx8jeNMvm6ipLR/8/9v472rasrPPGP3PltXM4++R87rk51L11K+cIRRYLEBRBUZHWbltfXwPaKvboNrWtYqOgbWgxgUAhiFSRqspKt8KteHM89+Swc1x5vn+szS1K0N/vJ/Lr0S8+Y9SocffeZ++15przid/n+2wy2vZIRy2eleCrHfJLd/AcERPZC4xYMULHCRLc4B1nrl1HRBGMjREdOkBK7aC2YOZV34E5lWG8bwgaQcTB3hjgUw0aSE1HQeV4aorq3BB2xqAnbM6b40zJdboDG/iKhZuL8dFmUEYInUZTJ6XovLqbYqzW4P7rbmGz/GoyYZqG5eErHepKA1WqmEoOEUkuZCxc3UZVfLYmdmJIgR7ZPD99C2b3KVp9Ouf3bn8bst96Hxk60llEkQq3ta5lNAKZFCwyyGBQB8OmoHRpZwN2hwtooYOj6yg9hU47i0aP7XKJ1UKbA9oCXTvJjktriIWbWRM1LjnDjNd9zuTG2aav8Kyxm5YSR4FpvYkfRAxl42vpGRonxubIW3k2Lp7CLjqsFSN63gx1bxLP1gjSfS+3WaHaTmK1U5wbb+P0DFZOFxl8/lHWhkKW+w1MRv4Mul8n6WZJWQ2WfMFpL41WDXF3JEl04tSK1A0cNnhaCzm29lHGrXFUJBlNvTwwKa32Sc3sJIlwBD000aIkIgww3Qy7ej0s6ZBDksxAaboKQlI+U8LvaBhaSEmoLGgh7SGLyaUtFOUY7c4gwhU01CRpo4sRddl3AQJdkGk3qJOn24wj1eGoS/6tb8WJOmT0JEkaDE3MkjcyVP06OW2T8fIqTidDRBvdVJCaQzINgWkghSA10mHfpQUOBCof1ByWG8/w8Sl4MjrNS63HOVF9hAfX/hJdsbl76Ht4Uy9DaNsg4BINhsOAuhKxe1uBSEbs7/cz+Kg8XLmflruBCPrzM3o2ZyKPNDkK/QilntiDFvQI5Cq6nyKSoPs+Y2fOICKTpOqAgEh1QU+QdNrYriTnN1BkyAXp0UtaiDBARCarMk9Si3WN3ofqaloa31MvzyL4WvGSseFKOD10LeQLWhNzNvf/g9b7/17+OUOwJqX8ZSnlB77Rf9+Sq/kWysL5c4RIpN1grgl+oBFU4KXSPD0v9qoXje0goaS0kXqMPAmrPkqiQOZ//D5rm20OBWNck4kIrQTPp9bxRECp2qSTAEVoXJO6gWZQ42zzKEIYpLJZMr0Oa/YQx4e3EAhuzt1A0GsgRcCgXbx8jc1miUSvR5SsY9U3sHMjKFLi9VbIBi4tIAwNjO4w2d4gh4eO04xBC3TlLlZ7OX61Ukb3fS4kknyq2kRRJZ4j2Pmq92JMZZgb6s8yIGCbM0Uv3CQIt5CaTqG6xQuD8/TSCRIZlYofcNEewRAhvVy8RqtKfL1msIVl7CPoqYwv3cPOcIR7lru8sH03DwuXMBK4apuaKmkqcTib0HMgwXAbdKMGXuSzsi3uKG4bgp5lk2g/QrmPy+/Wl4n67fg10yPlnUFRNBSpE+VXqOcnWFEGGAkqhLqOrkVIOyArupiOgqNZeOUcMlKx61VUITHokup7XjNra7TXr0AKGGgNM9Wr0DRT+EmdjeJV1MkBkNTjEGW42CdGy2owdIm8kaO2UkXkBN2xDALYcg7jCAUn3Z9y5tfp6Tm0usnCSBeUiO6DSa55tsPrvnCCwvqj+JGL5eeJHAVNGiSzdVZcjVozJjyvjM2RbMVrKBQNX26Q7/a4b+gxHt38DFlVkFHVyxPmEtk1ICKykqCkONQcQso00vPQe1lU2eMm7QlKwkcobVYqOaSu4qwpOHWLjpZk2lepScna+CjjW9BsLVGvmSwGaaQQWIrGRHuB4Tp0sikst0fLT7Pa71eYv/ValEyGtlMloWdIiRbCTWOpCWpOyKhdRpwVhJ0hoqiBnpQgJMPZMl6viRCSZMqh9PTD/OjGKSIkD+dyfHTkNnxFI1Alx2YaXEqYPNKW9BSX68r/jltljLpZ1zdISptNJeK+L97PxfZLLDsxweTvSp+13iVQFM5NzIOUeF2Tsr+JoVpASEIBP4ro2RZm7yJqaNMTOhJBbrVDEOnYBAQdDWl5uKkkya6LAFQiht0Gl9KD+KaCCAOkYrASDZPqz/homrEDJ6VF6IPER6ivVMfhZUPQRWiCqve/Z0LZt+5X/zfIu3/krThGlYFukrQaEfQMhBdxNLWdjmzSNeCkjNE9g0qbfqqOaL0OQO3AdVRzgySERjoTcMFM4IuIzxjPkAptujbszl3HgJrjYf/LRIQEpomqCRQJDTuBb93JYGKQYL1LYMSh/mBi+PI1Olvxg+9O5Bh1PsBPvvHm+N/di5T6oWQZhQjJPehMd7M0pvvj9Ij4ytqPMy19LOFyXpiUt2LK2lbCQNUNFFNl5gcOkFYC1KBByZ+h4naJRLwpx4IOvqKxGGQwTIeyF7CejYt7etQFtUela2FIUKIaoT5NIhwns3k1T/ECbuNZRBTxyNQouTCN7m+xoalU+siKhJpBIvnu555CKBoV06A9FCMwPjujkW+0yFfPsW70G+gaC4R9+t0Ns0vCXaGTix+MUzpNN7+TTSXHiKwQ6C6RrpPyY8850TFwDJ3AtQDJzqNxiD/oVGmZMX3GFAUuqQ20KEPGT7DditMEx/VpBuZvx1Nj7L2lxUiNsYHYiJazJl31LAXHJvQkZb1Axu4yop+g7W/DlTrdRAlPgyjaJEAi6x6oEVG6iyctntmn8vkbR8l2u1TcNTIXtrH/6TjQdjIhamWOqcYm7VSCWusG7G6E6rsIzUDx1kk5EUulCdZ7ZwjcBWxFXPYoZfEcmuwSWgmEkuSq9rWooYIrQ9wgRaTUuK3wNKZvUL54lrOPTSIVgfB8nIrFxcIsu3rx8T82vI+kC96KjetKjosYOulrWQ5sxIOHehP9QSttjVWzgCIjdrzzrTS3Num4DUwtS0FxcNT+mMmeRy7lEK2aiN4ARC3MgbjZcmpFwep0MAcCdHuedn6Msac/ws3Lz/HF3EEqSgLDd4iE5Jlddc7O30JXavxO4eOoYpnbLsb9IptWDdXN01UU9l+5nWfK93M2fCleX3Rk0Ca/cy8v7L4KEQa0GxlUPzYUEYKCKgiEoJlLUahdIFICIhmynC5hb7boRja6hKUjw0RGRGSnyNVfnug709riYnYEqcaGwFc1ykERVcRrsMkKatBFygRBoCGlg2q8PIUQQPbHVdqeQ2ioVL86GOFbIP+cIbjjW/ar/xvkvrOfomZVGKqNEKTA65M8nQ4LmN0WtQycZA7TcEngktHiFEq0uo6UEVFmFE3E3umaafLitn3ke6BJlWPbt+MkE+zIXkMvcjilxfTHvqFztPwUAEV7nQv2NQwmh/FW24RmrHSmsrEHY0cR2bKHr2mocxO0vBbKVJyGcRorDNqxgltDckIEvAqdwbN3I5YzKFpEFB7BMaf5i0vvwjZcCl6d29f+Pv7uiblXrEUyWGayp6JKm4rrIfuc6OaOSVQizgUptGiLsh/QLcVKM9Pr4ZtVuihYUmDYKkLRGO9cw3FllWNWlZzrccXZkzy1fS+DQY6uBZuqRsWIw+CElkbKiJ7scXdvB3fUmuipIWp6wBnbZM+5s2S7BmvFHkpgITvLRP2ah6tJLCnws/2RjIpHZmKFJjaqkAT2Kq4eMuJUCKVgZiRFqKgEiorhNslXmqzLPDO9NWpmHlUGWCP7qSsdrNYQTyRDJupn0aKAJ+QenvSL6FqBUCrkrToA7fUXUMOIRjJB02tQqMYF3AtiimR3lVnrCG6QJd1S6CkTrOVBcWs0/RZEbSZ8ydRSm0BVOTc3zwcHfoJfuuZHKTsrWMlR9p2L761q64hze8gEHU6OhggRYHcFWuDgmza6V8XsqUxXDwIw0ox5b5oyNlhh/gy63yKyk4SaIN8GVUa0TAs1PU+o1dGTCZAahlJl9p5FMlz91dFHkMwwEApsVXLMjg11cDFDKzJY7xtHL2ewY22TtTzUCn00eVPQUQoUox6pqUk2L12gF7ZRpI0Zdpkz00QypBK2qGUDTOGh9aexZSfifaYYgNMmPdZks2lzavft6FM38uZzD9NTLLTNIrlOE/oFYasXAxvmxk9xxvgbetmzZCKbntJkPBev59yuHIqWQ+07XQPOJooMmN57BWtDeQgD2t0Udi9O25hCoaAJPGFTK2SYXLtApDrkOj7nsuNkWsvU+zQ0Wk6hWdtCMdMMtL7KEivZVl5gy84jMRBBgK8pdPz05fnFr951B2rYjg1BaIB0MRKvHEVp2wahZmK6PQLToNrnI/pWyD9HOvetYTf63yR35/dQlylsmcQpqoSBRUoR+A3JYKNDNxNxSQ4xqm6hRR5pLST0EmjdFlFzjZwsUOwv14KeYbMwRNcQHA7mcAwdffoedMXAEDopdZjOzG4e3rdCI4w9nUPyAi0lTz53J/5ahygfpxuuGbmB3x56F2NBwFC5RaVYZGRyEoC67yDMDFFjnaFUHEFsEvFJ4ZJHQeSX2CzvpHTAIopc/Oaf0tJvpuuZbItWuKb7AgDbbn33K9ZCaz3DfC9ukCn3EUMAVc9hWzrivNAR4SplLyCVs2nIBEO9On7mEo6Q2JEknc+jAlZ7H8/p5zG8Jua549x29CjlXIELyRJNXVBRFSK1gyQkoaWQhOxigumoRNPWGPF1qlqHnz+yzNXPfoVML8tqooLipgmdDUIBoIJQCdN5JvR9RDIkUd3N9MjTuH2oas9s0VC6zLqrXBQjbD0TU2r0dJOR5Q2WZiJOaFPs8S+yaScZdXos5vp9HwOjrA5pZGoLzHTXeFLu4u9ObWF6IY/5tzOZjhXE+tG/x/IDPCt2CIzNCgjJ884+co1TzFpHANi57NPQplkrCIx2h54fI0tuumSy92IHFJ9sJ+B17mlu2/1ZLgZNhFAoz8dTWp9xt+Nt1nEVg07WBVkn3QXVd+gkY2WgeVWmNgSgMdQfqbhaj0EPqtnBcNpIVSNIVgj7fE/1ZBI7XQCrgWbH3uaBqROYm2P49rWEiTgiSSbyMVzW8jnuDBAIBX3V5EI0AP3O1t6EztRalxMz8Lm1+Lv0xRZL6SEGsrFC3FqIDQFAlNzBfORT9yv40SbrTgEj6aD1HbLlROwY1RMBEklmrE2lZrGRCzGveCdP3PsejKJJcLaKDCKsVJymM70tPNVh4sV7eEHdxVM7/pozMkEYwNhg7DydPv08euJelEQc3c62zhEoOnppmLyyQc8wcIIEuX4/gyoE2X4zaDNfItGrEKkeup+kWhzC9Jp4/W7ugfkpshNTGHoC048jgkQgmW6sABKpGogwIFAUvCCgHsSp1dLQACJqIUnhRRYQYadTrzinSVMj0Cx0z8E1TTqRjuOHfCvknx1e//8mef8Xj/GIzNC0MgQJA9vLs1tKlLJDqeFRzaboSovt3iWEHpLUAvxeDt13CBoL5Iwxiv1s2WlriNnuMj1NMhKkQYKTn2PD30AVKqPKOJGVoGY3GOvEofT+1iop2eS5aB9H621kMfbeTHOAgYvHGO7CQLVDuThAJb+dZvFH+MuLmyipIZR2jcJAnOZ5kZCvRBE9GbFLUWiKEkHvJuZevwhaB7/1V7hBiU5kcYvYACkZmrv5FWuRaJ5nn3cIiUstWCHS48Poui5XjWWoqpJyVKbqB5TUFheVIca9TYzcJVpKhBX55HJDTBoKLyqrBEjWJ5+nZzhsP3+CZLdDI3sljiKQQjDR2cTVO9hqkogQJ3IRCE7aA0y3I5qijnK+jBo2yPaK1NUuwk3SbtYJlBCpmKiRQpDOsT/cRcvZIrt2A1ZNIHuxEtTpsaU32Rlc4rw6wbZtsSfr6AYTqxvo0yFnrAm2scpq2mSyqXJe3cDuptkYeoihjI1Vr7Ond5GFaJj6egev0eC+6K3U3RjCmVs8ieUH2EbsuYUbTYxcRKCNMNw9g6E0sEYUdi17NNUSjbwk2fKJ3LMoqNzwoM9aAYJhidyMGHFOcevoi5zQ+ljz7DgiCjj49BdIdNfZSg5xZ/VK7O4ltCg2BPTTKzLcQHfWCJN5ElaSQEo2EwZIUAMD1el3zFvL1GSMNitnCyQyOcx8m3hcOCRTa2yceBuGWyPKxvdpa/H/Fc2jF6g8NTbFxLM1VloJdtcW+dBDv83/+O1fQA9gbVbje6dniBDkVrY4l5sgo65C9SKbCxfRsvH1hru/Hz+aY0VpEwUbtBvzJLINZJ/f/zn/LE7dYOliHUUIkkM9ZmduopMOuKBuEOQmmR1XCQKFc8k5xsbjdJQqTdBCUhdGUExJ2c2xGCWQoQF92pSLa2cQaga/PzJ2qr1AJT1Bq91mm1ankioQqQamahPJ2LFIOxU0DTqZabr9XL0mS5DI9M9QjAzqeA7Z0Sl0xcIM4p4S2w8Y71bRiUDEqaFAhdBvsxHEkU9uIAuyTSRSBP06WP4f8QilrdgQaG48Mx2g1vW+sYL7JuXbxhCohkJbU3neCIiiDIleDluqpHsNEh4sZWMvfCJRxlcckrpP2MtieF3c5gKGmmJvPxw9ZQwz37wUV1G8LiWZYUWtccY9S93dxFYT+Li8+fgtqEHsZXm9BO/gz9gMVL53p8aP5A/zJNcj1BzF8tOMbmT40lU38l+/+7381408bvJafq8tcfNjGJ0Gen6djNbhK8IhBBrWAonuNtQgT2d9D1ZOZfs9l1DDLlGwQT0cIElIoh2i6/nL61C9tE43vMDu3gTdYJMwWCXqN64A3DAZG66XMImApLvEJbXIbLTGS9EYWypMdi+SMrMUrS6ntBWGR05TL6zx4t0qrtLh9meeYDO3g6ifSpu5VMbVHGwtCfhU+6Mh1wbmSYVQkS287qOAJNvLgADhJek1u4R4BLqFaNeQhoUpBS2/hpAqRy8WUfwWrtTIBG26aZdxyqyKMaJWHQCjt0WiucHKwAGqGYtn07uoWynmax08EbD72BGsS4+Tb21gNz32hAv4aAhg09epaHle2NqLoXoMbjSQSojwiAn2Nn2CTIK5AZtxVrmkjNOdg9FaiNXWidIhagRW5xQ7e5CvBHz+ZklnZhrViEg4y1hS4EqNhrdFVi+ge3VGFrfQohCrpLPdmSPViofc61GIHkk6iSyRv4QMy6yMjWIUh+j4HoEpsCMdszeI7HogQwx1E6ffsLVeGCaZz5IZd/A7cYpn/eIeutYkK5lPk5nZSWJ6HjMxiQSaKCgi5OMHdvHE1AE27TxXVC7StjKsFQc5ukfgzmWYaQlUFRJ5HzN3jP3K5+CDB9k68SSJXKxi3DPrSFI8l9dBtlG6Y3StgEABUJh4doRTH5ujuSmYnh5A0SW33PJdaI7KI/opis0tDlx8iixdnsseYGBgBsNX0EMLVUgSeZ8ou8HfnHkTfdAZrjtIKopYd9fJDydQrAYiCtGIWC/toNFocMBusZkvITWdXtilE8V/LJwKpQEFT87STsWeuiaLpLVtRCgMVVYQSNotH2GBEpnU0iIGQ3gelelZUv19LsKAUETgtylH/fSUsgFKi1BNE4TxOSmMTr1CZ2UsDU8zUXyH0OxH7Z1/MwTflHxnfpIDlUWeNQPc7gAbXckPYzHkxXOMFxPTIGD/iImjOCR0j7CbRo1COv1B3DeL+GFcNPMMt8ogoRM2GI8KbCpNvJ7LxfZLuGpAshcxbcyhiAgkbLkmdzcu8vHKeX7ypENNGHxQ/F9c88QJfn/6zXz0hv/Gr3zfj+DpJu+fSpDd+FXaQvD3V12N4XtI2aRgNuhJlaTo0b3ifyGkxng4C1KjcelarCGHG5cugQyJhMefLbyJgU2fKIy9HCklT/3tF3EVhbFemorTAdkltCxURUFRFLYXBshEghMy9k7s3gW2FJtqlOLBrUPM0uZg8ymSTZ2XzPPoqsbU9AsMC5VT4QUu7Ujy6iMP46sGbuJqAEaWFIx0BltNIKVHXbYJohBvIPbal0VAGMYRT7bzVZIum17TQsounpHA3FoECRfUTZzIIZIRg8/5BIUky5QYCBqYSpxuc+Uw2mZ8eKfObVKbdbh/8BZmEyf5/fG3YQYOA5vHUX2YWXiJUnmDUuWLKJFkRsZpHF0XMeeRJljsTGJqIcUtgWtGBB2XCYbwOxor6iDjKcE2scxWYp6Lo3Ghe+eyT9QnJMt1O4wtLnBsSjA7IDFzl5i8aY2oq7D+wCDpLpTdVUbJEioN/CBFO5nioWvuwLYL5Nux96mqBgrQGxonChYAyQszOxGpMdxuDaE5mL6B2R0mcFRMpYWrBERKrDwGW1ka3QIi2kVnYzcCn4XWGzF6F2nuP0U6X0BODUJji6at0Oym2Fnqcj61i0/tuQNDBnxq/lY+dOf7eP/7fpLfeZ3CYHKA8PknMZ2IjNuC2ZPkb301ztX/gWZXkt38OwCcrXg/PTvcpxoJEhyNkviKi4JBrpVm+Motdn/PWUavaGHqo1hWjkI1F9O+t55HD1yuGYnYMkssLCWxXRUztEl4CiuDPl+oHabi5NmuxVntVqvASBhQM5tcfY0BehfCkIpeoJoapdFosMNWkFYEQrDlr1Px+7XBbo3EuSPovRHKfbQYvVV0dZRWaoRtjSWSFjhOikCtIVColDLoYUSgKnz8xpsZ7nNuKUFEJEKE51GLBhF0SG8cQYgWoWYThv3O6j7z6FclZxu4uoXweyhanI34N0PwTcrWR/+EN5//B7oKPLlxBdvkdkicYbsfTxK7oG1DTUlGCttoaS6m4RB14txnO1hGRgETkYIvIFQEiZaPAGpKjdGOBgL8nM6l9gkaokteZsjOTIOAokxzZflupp/8JXLHLb5r0ecPU3/Kz5p/TqG5zB+NfyczW+v8/B//Fu9++iG+f3wU3T3Ozo7Hxw7uIBQCbVNQ6KNX5gvnce0tQuEz48TD0ZsLN4AC4ZU+p0crSFWj4VUIFy02L8YNdJ2jGzzvHWNU3IUmNcpunFaJDIsoihgaGsLthMz4CuedYYgkabFMV1j8iP9jWKrHHfoS+eEddJwWy2qF4p4CiuZxvWNxd/52vrxrhV0XzzHWWMZN3gTAtksRa8stbDUBRODUOaWsU+gXzlb6zIsIm5yaQJGC0Lfw2llk1CHSTZTAoyATnBXr6JpJN+xx//RrOGJey7JSYiSoMODVARhu70avxumQVjLN6ITPhdws7YTgc6WbuWP9CdqyjlpfwzElRc/j6ukj/bXQMAQU6CEaHggBiooVueTa4GRDkLC9HU9rPe7PkQlqFEULhvdzwZZsZFVKTha/70nuXCujOR6fvFXS5lpMd4HsthalfRU2lwr0iiob/hKm0CHTo5GwyVPlYnaK3zo4TLoT31eo9yGp+ZHL+7pVmAY1R7ezjFRdfD+BrA+AFFhGg2aUQPZTT6961mf9mKT8wl10N/YgpYpn5Hhm4lNM7Hgtmtah2dwi0TFpJBUIIvaOZAjcERaiPLv9Bg7gJhVmahdxFEGREnPnPklCemRadRL2OGe6a2xOxhPdBm56AxDgyR2EquCZsdgg+ErIpe4EMmoiUHjPb/0uw4fL6HZIp3iMVDKulyREgsPdMQQKj27bz3eUfOywx5e8NNlugpSTQBeCr/hJjjXmefPk0wzrDoVCAc/bSYmIsuHi/+z3EYY+IgxYsSdpRzqNRoOSYTJgxE6IowZc6q7g+w69Xp2tsIhApVIaQQ0CFN9DyoBWeorttWVSmTyOm6LWfRwAtzhE0vXomhorozkG3TgVJaJ4LKXqKSAyRDhw8RGE2sJQeoR9bq90ceAVOitvaziahQwc7D4irNpy/zk19y+WbxtD8NoP/3c6h/MMBoKHqrtRfJVHwy3uCJ7EUzQuKeNkch0Sp5J4VhchJLIVh2xdKyRoxQXDTkJFD3yiromihJyMniHxhV9H833cooqDiyN8xrQp0lECBOwLJjEik17qEqprIiyNiCrX+8f40lNv5w+f/31+83d/nfHaGoopSepJLNXk7ZccVtMJHjtwGG1DkOvjOnYNnGLpwrWoUieDRUYBtzGOsm7TvjHC1QNQFCQRTy8fZPO5uI2+/Q/LPJM6wXb/OgC2vGrMeqgoSGB0dJRO3WXGV/FDHa3mMCku8JB3B8uyxN0DTxIobd70rh/iRf0iVmDwuPkkvVAwoHV5uxvxU9MdFC3ixuNH8K2dIAYptqBbfx5NMdCEwZ3X38jJ7XlmOhEeXVzZz0mrQ4zNlki7Bk6gEXSygIciBUljgB3hOF3VITJMeoHD0+EBBqN11tU8E3KLSXeTdZlnMpjE8gRKFLGwLcnZ3EFm61W+mHgNQsK/W/prJBK9Uaa8TzDxRh9vNU7hLRoTzGUtwm4Xxe0T8ArI9WLvLjUVRx2ji3Fh9qKYIdWInYn8tqvY8FVOjRtEShFPnaZpg+mHPLhfcH2iw/1DE2z2+ZqKuxsUp6eZ2XyRZWJaiXyiC1IyVlvmdRdf5KmiRqIbpxj6EyvRw9jAKJrFvlqs5DtqjByqhXmiZuzBJs06gdTJzPkoQuWDr8/jfPcwu7/jg4xe9SEQCmrvKMbkaXaNXYui1vB9G7uXop5UEBLydlzEDVHZ26cY6xR1ZhoxdDR1oUOqs4451SbdaTKS2sfDyw+zeO44AKW734eaSwIKGwUd3bKIRIIo3GTbyj5k2EBICNoRX0WsS9UnlYkNrW1b5FyVm8OryO3cg9KocKh9mqeEZL56F5luktNhmaeDCQ4MHONOrcbP/MzPMDk5SaOepUTEuipwB3u4HRMRhrSTo9Q8hV6vRwrJuLEQ/65mUnXOsPEPv4lLmW4uTtV0kgVS7TaKMQVImulJ0n6Xtpcg8Ieo9WJDYCWyZHoejq5xaOsFRjv9bvAIiFws38RUDBxFwqXHUfUmltIh7K9rqpB9hc4q2DqOFs8ttvs9BtVmi2+FfNsYgiNf/hG2v+oBrte32AyT3OdF9AhQ2xHHB8YI0BgtblLWVzD6nOuyHReyegkNWe0ftJTGttoGINCMHsKvoYQ+Q1tlGoFHaMTGo0gCsRKHqJtKnb+yH6KWOYMamujDCXxnHXPtJM9F8+y+4X2onS6VYgkSEiEEY/oIr14SZJwWH7/ztRgrNtkwNgTpnsqpdn/il5RMJfoa4tlB5LAkocX/FmqKmpMmOPMZ/M0utXKZEymPbb0sUvZo+JfQMqXY6yU2BN2GxzZdASHJrW7yxNJVPNub5Ce1j7M7WkY3uzzwmc9TUzqk2/Bs+VnUUOAOujTy97N7MYGRDtl75CTICD/9KgSQHc8BYGtpFN/l6azCfN3DkSvMD8ZoDlUZYHLPDMmWQHFq+F6s0Ay3TWHgSqbD2Jssmz41GZE364x6x6kqSTJ0Oeyf4ow6Qdc/hpARtutRHNT4u6FbGN+scMS4g32VMxz2TuGlquRGyoh3OJxf2c/MuVjhrXQLTNsBdTWN5cUIjSiSFHsVQgED22KPTF32IangqBYjnXjM6fiuq2n6GpcGAkCgdg+xWgRHh0/cLJhvj2CqZ9nor3enOkrl9mFQIqJWEzfsMdLOoEcekwuSe04+w+56gNVzCQWXO67z44MgBFHgsncrjhLd9AZI8DwbtxHv2wE79nQ3NjfQgYAuF7MG0jhF2FYRkc/f7/ksvq2wo7ADwRphoKO2A5pJBZWA7to6Fh5JpcPn9v8XCjt/GiN6HyfVP4/3+RMnaBWGUOc8FBmRcgYIooAXTzxOMl8gmcujZmKP92RGRe+GlJNjROEG6WAv4BERsPDic+h6gY3n38KlB38Sy9gBQDKdwY06FAON15Zy1C+scG13BU2GnNRmcDSbv0tlSUcO37/3z2mvjqHrOqOjo/Qch2RvlJ6isPFW8FwTEYVkbZuGKwmlQPMdthkn47OUHcH3zpBqLzN4w27e9oFdVO11PMMk1W5j+hIhdE7l4n0YXizT60VYuRiePdCLsPyAUFGYLz/FWL8bPAgjpHSwAgtT0ehqOsJvM5BcwxCdyxTUVvKVqKGSbdLtRwQp4rpUtdn5euX2ryDfNoagVLwFpODWA39FmpAjMsehgQ56S/L8yDQAs9kFytvreMnY+2v3PfBW2iaqLwCwrEZsr5QBiWW10ZxYgYwuLeFFEWEfVfCkcY6/TMQNLJGUaJFFt9NHUGSbuO4miit5+MCvU1yKUzf14hBhKv7N7yp9JyowVz7K8bkdnI32cHAtzU8af4q+niXsTwhb90PGVAMBBKemkRFM2n1lpafwozo97ySP/M3fcdq+RC91IwfrLq1wExmWMcdeTjMUE1k6DZd81kTmdLxyxMdOv5l5Vnmd8gRDTo1EosGpcImsn+X8wBl0IbB0iRJJdj75HxjeXGYpM8i21RWs9pep5+7mkf2HoBt7vAk1TXNri+dTKebaIV2lzJ7ZCfTEq8hEI4zt2EWmo2O7a8j+OECtu8WEvQ1XX8bodljWm6wqJm+c+BzVbJFOHwEzRoUlvYR/9MPYvVXSfshpc4rj+Z0sDOdxFZN9K3GPRz5ZJpwZYvzJFO/d+AqFZgNfV1nvJBisxfDC/T0gkhBICu0mawNgl2IvUQYKtWSWoYzJpH+BZUpkckUiRyLCOumkxOxs469uVfj1exVupMvDxddyQJZZ0RR2nG2jRAkePPkFzk2nEFGXLWeJkj7OudQwqR4ozhF+5olLmL2AZhIaZnxcc0MJJvbcBEh29hQc1aWZ1dF8g6lOlVYrNmBDyU0UxSeKIkQoGaxscKLXQUqfs9oSJ/P/k4nCKst6konkGJFcQAlNhIRib4O3Wi+ibtS5J3+JG5Of4eb6MPtrQ+yWE9zUHOW96zlGT7tUd4xipPtNgLUuuwq7qCxeYnAq7pFR07EheCIpaWx2Gdq3D2SPXn8ou51Ps/D8UdqLN1M7cze9rR2c+FIMWkgWkrihS0bqfFcuTXN9k6yQXG2UOefn+VxC0FY17lq/n3BNobK1nSiSDA/H+9rcjA3KetdCCg3CgKLej2ykge9WGVTiaL+SH0LKDi1Lo7brIE3nEhvpCwRaRLLdweqnep7OZgkUldGteE8Xxt8JQKYKQT+FU9pcJBO5RBI8EfcJmH4CS1Fom7HCH0usYypton4k9I8NwWDCoKNbEPRIBpJDxQWuHPrW9Pl+2xiC9ep2XmjdS3rwLNfpW5xrTVMdeYJEA87kp0goLtPqJhcb5zCsOPyq2AaREFQzWcK+IbhkwGCrSSJZxzQ7WK6Lr8DIWlxkDNMx0+WDe58gEA3MSEGTMfNk6hx4Fx+mWf8kUoEv+zfwfffcRPe55wgNm1Y6TS8RY7Bfm7kbgFz1QVJOm0/tvhO7GvDuzYcZUWrYXgpXhlzywRQapYyCEw0SuTDTNwTmWB0IWFo5wPyS4JS9SGTfwFRbodJrAxJjeBSBACloPrNEt+lB2iIYSOB5BmmjxS2L97OkDTHlb5Lu473N5gxHh87wPaOjCEWi+SHw+9SUNA9bBxjsNMiX/4Kks8Svvet9rG/Fh83WUlTLVUIsUlKjaTTZM5NHNfeQ9DqUpmfJuRZ6ZxNFxobTVi0mohRV+wSZVpeK0mLTrjJXO8dsQuBHL2Or677CYCUgnTqN4Wo8XdjPZK3MC9M7mFn3mVZicMBPrN/PD28+gE7An7Tu4VLV4kJpgjMj04w8/xAAYx7QLx6O1josDgmGp9+N0qcfWVTHKWQNZlhh1ZgliAKiSGGgUWVmbw67k0cWDY5NK7yl7iCvvZeZ1CgbqoJXTTHiVdgeNRl2Xg32HracJdJ6nucHXoergb5Ww+0sYfQknYRCM5nAVTWWn3yG1dPH0MwBpqXFuu2yrg1i9ySGNsCGP41m38La0lsw+0g3fIWhSoUz3YgAjWW7xkO7T3FTNqSQ3onTO4+qNlD7CJbh+iU21CzPG0P84ru/i9ctzHNx4yc50fwZvjT9Kwxd+BFu/1911oeuQcvWLxuCoFHlDdOvw6qHqMM5AJR+RPBCWkG0fG6+8Yr4rHhxSm1i714Wj7/EwuO3kSido7jzAc4+1eX0kTUShSRu5KOh4n9hka7fpOGWec/Ns4QIFnTJDZ0N5sxNFr8yhu+pVM9t4JW1uE5SizA9hdrpAlJVEVFIQY2vpyMNOq018FRCRWcjnwUJi4UCX7Gn2KxdoJxcBCExPIHlxh34K4bNQn6ETDXe07W+4TV9m6bdn2RXk6DFiLBILyKlgxkkSKIS2Al8tciwXsUUHaSM+0EU9ZWdxYNJg5ZmgowotrtMj9W5dfTf+gi+KXns3CYfzLwJ10tz196PY+PyD0/dymAZLqSn0M2QEb/NkrvG7akA30nRlgmWx8fZyA4TNdeoBEs8nVfRnSaZzBaq1mJsuUM5D7bjkOq5RKaJGoRcMbKXfGiQjmwC4jxu4oUv4L7wF4Qf/hKZT6lMDBwmm9DpPf88rdw4CEFdi9NSG4tLBIQU9DKvvvhFHtt1kLLew0gG2MJBkxoXRZvfvyrBqbTCdYrKjl13kNu4k1T/qQ5csQxYlLtFUurTfHZqkrleFhWFrT7OvNZzKBYLJDpFll4q02m4NC2FaNimlCzzwzs/TlqDrcQE09EayaxkX247S/YartVkv7qEIgtoTZMxf4XfCd6Mk55AAXZveFy9+mlCVeF/3BIP3U5oaRqNDtOdeEPXFJ+pmRyp1iI5dwVV05jKTNAtB3T7jVtjibhwWE1vUnB0LKnTNM5zvnkDI42QjGxffs6TL9W4dKXH2kAK2xVoMqb/blk2Ny2usi3zee7XDvOYtof/4r+JtFNj30MvkG1FrGeyHH/DYR64+U4sAYqpYXViwzzUbnF+BM5JDceOX1uJRmkbEZNik25+J8vtDXxVo9isM3/LLEIq3Ly5gze32pxWruGeyXGmC/2mMWuEXfVLuIwx2JlidWYbi16cyrnStDg5k6C4oBHpT2D2oGMJWqksXcMibG4RBV123vAaMp7GGdujTYqiswYouOoIqrmHrbUbEe1+xBeUuOn8GLsveqxEcxyo97jNcdCyGtsKu2g0niWVqpKxY1jp89dfxxcK+znVGWL17CkG7UkWZIhdMNGAPWcfR0QBF6dfRyLTQu/TTOvtGtca+1Ck4Ey/w97alqc9keRSUmFfxmYlvQgIoj6lw+yh6wh9D6JlJm/8a/bcETA6n+OhvzwNdgKnb+jrTy4SSI9QC7nxxms5QI/9rsrVXouJW1cgUog6n2PlyEnOHNlA83U6Vpa3fGWMoJwCVUXIgEzfwehg0mutIrwEhjBRZYjtS1aKWX7ry2f5yIOP0bbiXgSpFhCKRErJlmayli1Q2oppS068FKeNpZmk3u8OFnWDRtpESpW6aoJ00SKbFKAkNJqiQDFysJQWkZAI8fX0ETldo6nH11pqtdnS8+A2/zk19y+WbxtD8LPvu4f3P38f4cY4hdI57kk9wYPiKp4enaWpZnHSSYa8HvOlJnldUj/x70l4ktN7drNqT4EM+YfWX3Ei2SOKAtKJGu1LDmNbcHrHICJZYmijglQU8Fz2FPdghgYF0vhKm0S7g2hvok3fRDiTJ/kVhV0/98cs/8cfxzt3nmo2ppOoRnFdobq8waqxxd1ju7in8XmUKOLRfSW0RIgiTLqaxs9dXeDkuMH9dw3zs/tMVjImo2e+h4ljPwyAFuYw9Txe1KCsPMH5gWu4tRlHLmVvA6llaDcaHDx0iG01i9W6RbfpsWlAIenwKzf8MsPhIjuuvZGguIOs6FJOCvbsPMDpwad4fSZCSJ/h0dczfklyThvnL7zbubN/L7/gH2RWNbn3qd/n+Mw2XMXHVtN4XZc9lTjXua6rCCE5/OxvkBNxce3qUonuZoKuYQOC6fQBTqcVypk8RXOEtzjXMZY7g6PZnGvPU452U5YZOtJEqS3zxevewccOXkvCjTCl4PTQNkr1gP3yCdY9iwsjm/zoZAOtd4rlxE7IhZg++GYd9VKbF3buo5MzuF8LGFL6EFCnRWtM47G1x2n05zxv6QOsmErMlDlzmPOtTXqWTUH6DM3kwPYZrV7NB8pVPj35Oq7PpZgeimkhtowUDl3srbsI1Dbrg0/zkYFbcUOH17S3eGb3IXJtKPI0dlfgJU1ayQyuYTG2azc/8def4I63vAElguU+bHaH+QQ3P/ZT0PsrNPlhtr/mp5g4+AkAhL+JHkne+FSHzmd/hF0rr+XmwhAbAews7KTReI50Os3VB29CAvpoEZnUcEKTEy8dx7DGaQqQBZM5S2egdhbHzBMYCaypBIaVwDdtkt0m7eVYeT7oPo0f+dh7ivzRDXkiIXj7rhE+evrPQbOBAFUxWTmTBlRyoy+iWhX27ftN7n7PHnRT5dTzTRwZp0N6Ijb4Yzt2s3q2zd31Iq/qGSSzBeyRBjvnx/CDNZ56+NOcfvyPEJ0VunaSpdEO3ZtdQJAebKK14tSQb6QJvAqanyEb6iQ8h2a2hBQ+v3HXMIZWI1L7Hcb2LJ6eiudnC6jZFvlOEwKVpcUlZBTSzeSgzxeUq+t0Ewl0NNYUHQhRpU0CDT2hs6WZ6BKGtKNERCjK1xuCjKbStPozCTo9tox8POP7WyDfNobguV/5Qd7b+jAJz6FXnuWKPU8iJfz24bcBEOY1NNFmVypkyxmlfmkb85U21VyOmhglUEBzGkzU4rxg1nSYP7pEMwEzF7OQnWRseTEuvIY+2+w5FKGQkykwKoysxwpYm70d7/UH2PyAT+q7Xkfn0UcB2MjHDW0b/gZVp4pSCelkPTJqi0y6xR1PP8aj+7dRN9JU7f186tCNLGcs7n28zS9OD5I5d4G335zh4wePUEktADBw7D1cP3YHBaPAc2sZBjsv8ipXJaJDy79ILxs3mo2PjzM+oeMpSaJAckEJ2Ws2EIBTV9lzyx1kRuOh2m5FYWNlle7Qs1yd8hgffwfrp+tM9Db5Vedt3FyI2Dka34tUQuxMk2ubj/Cmhx5gSw+xtTSRF3DlWpUwclnTbepPPosiI5RMjJo4kJKojVki2UEzFIrGIF8Z0tgSYwyYY3SDALWyyJnJGm/jMyRSCS4qIxxXZrj/9a9jdPsiP23/NHbo09YUypkEt2ycxW0ZrG4kGZGx4uxkHDp7vpPBhIMA3GwL/UyTt3/08xwOFJyWx8pyfPDSQZvC6BBHVo+QGRpGtVM0tTS9rMWR7H7G91zPiWYDKQQlW0cIQXbCZ8Pdy/lokvwVt2MoCpPjMSmak9L4W2OW6dpesjvPM5heoamneUm6TGiDdNUBAgUaawrpLjiWSSuVBdum1eqPuFyPjWnXayCIGB7dRCIJgi6WboHpkU7H9SzpLJO0jvKxm026mR4vdu6l/Oj/RbU8zY7CDhqNZ8lmD9KsOLRshdGkgUzGyunsmRorfUXVSKrsTCdJtVdppqfINC7CaApDLxJlCmTadU6dOoVi6CxrFR5beQyAR9YbKL2AiaElTtdOkxgeA0BXU5x+skJuZJ72RpkwbBOGDsmcyZ3ft5t21aUp4rpMNR/n6HdedxMnH1lCC2P4s5GOIzQltJlLH6TZPk8UrDMcKkhVozrvsRH1R5NO1Yl8h1LKwFWTaLqLGRRJ+AYpp8dze64DISitPsf2EUk6SMT9Qvo4jlEkjGLD0O5TVUe9ED/cQvpduoksWkKiRBGerhKaKXy3SVeLYejSSKIg8M0OW5nYuOX0Y0QiQCivTAsB2Iqg3o+K8z0nNgTuv6GGvinZ9q6f46Hu3bRMj40X3spYdoUr1RdoKEVsXPYOnMJPrXPKUUjqdxD6EbObZYwgYNj3aCYg0+qwrVbF0FSWLySZX4g4tjtNqV7Hz44zuLoEUiJVBW0rfrBZmWAiHzK0tk7HTuKHEQQmYRGKP/mjbHvoIYq/+4dUizFyZivc4mcf/BlKbp7ZuR0ELKMkRnnrlz6Haxh8/8zv8Bv7b8LRTe49cp7dyz7qxiVefeQ5diy5/Gbpdj4y8QwA9eILlMQId429i+2pd/MfT32RoVqKprcJ0qVVHEAqCqOjo8zcuO3yWi1pEQeTcW5cRAXGd+1ldm4/AGYLnnAe5LWFLopiUSh8NwePfZwn9P08HO3nVXv+CxcO/QKimMJfWmGXXkVNm7zvk39Ow5Ak1BQiiJiv+3SDdRx1gPIH/4BAtUjcFPcdhOVTSHWeKFglPRCjqB4c0tjy0xTMEWqBx/JKgoMyYhfnOfjGN/EHxbu4z7iSTCvLduclkkYF+vj5VC/ijoEP01lLEFVmSHemyQcRtbTP57fdidI/1KEe54D/Yupa1lsuSJhpxF5oN91iMFOi5be44k1vInzNj6AoAs2C+wbuYGhslov9oT1TAzGfzOy8gUTjZ4Z/jdcUcgDYiQLDoWRLbXOh9XqkCJne/SX25WMH4zHNIKXn2b+wwAszeYpndfQQXN2klcphpFK0222klPgbsUFTnTpppY1pSMISyMDBVBIgJAmjxaH5o2j1dTSjQji8wgPXK7SGHkeoPrknfwJ90aDnLJLNHqJW7lFPKkzb5mVD0PTzLPRHJW4YsEMTmF6DVnqSbOMCMqeiG0XswgCZdoO1ixcYnJolbxf49LlP0/NCloKAEUXjY2f/nKJVZNehGwHwZZGx7TkO3HkDra0ObkvH8+K1mNxdZN+tY4TqIA9sPMbp5ScAGJrby8JLFfKVGK0ljVWkhMXNGlcUbmV74V62J97MtbNvAGC4W6La17O66VHa91lKlkEn0tCsADsYgNAg4Ts8t2sPe266jecf+By1Wp2Cn8QyEqj6AD1rgNHNZ1GjEF+P8HQds93CsyRu2CEyEuiFHmYQspZL4SsCIwhwlTi9Exmxd78QnMQpddkiixtFRPio2tdHBEKIyxFBpudS1gvIf4sIvjlZ1Yf4Rft7aZgBTmWa4OQ4dx7+CgCTyjrfk/gzokjw5xWT0WQ8Y9hwmoxVm4zLOuWBNKmOR75VQTgO+acWcTUIlAlMt4aTmUCNIkzHQZoWqxdinHlWJpgqFRje3OT0yBRhcxH6c4XrtadQU0l6g/NEagBIPMXj0tJ5NFSGxscQZhmTWaY3Nrni9EmOjM2hRRGjy/+NyXKIpoa4x49juXXe8HSXfNDhRPbd8feXnuP3tpk8V3sKS7W5u/xDaFUu1weiVAYnW0DXdYrXH8TqxR5Xy1YYr8QRzMjUYYSiMD29A1fq5Ho9ekOfZ7cdMTv+Ps5+6XdJBx1+qf0OfuCmeQ5sfDeKYuEUmkRLm8yNTBApQzQSAUP1BWwtgwglA9KmK1eRYgCxVuXS5KsYun4fRCHnTpyhkhsH2SIz1kFKyVJSUA3T6IpBRTY5NS451F2hnhpnZHiez+55C5888A6kmaBeHyWSSlxoA65aWUTptYi8Kon2NI1Nh0kH1pKSP6v22LCmAfBdyY36g+wmiIf7AOvtCCP0WCu5OJqOKlRunL+Ns26CqWKCqxsv8fnSTUghqK3Hh3RuPPZgx7YP0DMjti8n2XWxe3kvTqsJHu86jJevIZF+HJ9TTFpbaGqPlX5OWh+6go1UAS2I0xieMGilciRTaYIgwHEc/PUOStZAD11UI8DuhfR2RIRCokZ9ltZIkLUuImRIwT7NNBe5oI8zMNli+o5fxU3WeOiPVqlfvJ5c9hCtikM9qTBq6mRTOkJIOvYQZ6MQQxVgqcz26c2b6SkKap1A6WAYRUrDw2RadZzVRV7sphDtK/nypYd40x8+QGir7MmFPLbyGO/Y9Q6m9saU73qiyF3v2cPMFfGZay0l8f3K5bW65g1zyKhFzzhIY6sBQnD+U88iURjZGcM4zewSbiOLF1ksdU5zMDvHwcFxsr0UqqKSFcPU+jn4XHUvuZlHEJVTlJsOqhGheWn8IKYV8QydodtuQqgq4iVIBSlyuVx8MUKlVDvDu058HjvqUc1m2LEaI/5WVQdDsRGJAEWGdA0dqWokxDRO3xBIPfbuX2g9RZht8Vy4jYZnIfHQzFcyj35Vuok4mki7Lo5q0vb+/z+q8v9V4gYhdcXgw0d/ANOpsnrsZqZzy7xl8PNcPfUMOVHn7EqCTgi5REyrKzpNUnWPSAgWZ3Zgeiq630XxHXad9jmxyyCwDJAB3fQ4EshXa0jN4OLiRZCQiHSMXjzZyN8+Q2dyBGm2kJHCpYtx/rZ2YZ1I8VEUQMBtidhbijINhBpgt2fwk4N8/9/+NbuXL/K9TzxIT5xBCy0ixaX34kvYooflS95x8gUcKy74bXZv5E/mLI6rG/z98kc41/4b7NEGC61FwCDhdFjPxJ9VEgmSaqzIeoZk/U8/Q3dllL3X/yAAqqZxSQwx6la5Md+k3bVRrBs5fPov+KS4jXZ2B//utu2kF69lp/MhcrtvR98ymZh9JxU5ztIgGKsLWGoCQ+gYZg5HWcZmAIqzrI5cS27nFKy/RGNdo27FW9OeWaVbPMmArtLU4qavDWuTl+Ynua7+Av7kDUz3kRpNO8X273grpYEV6rUh8r1Vdi81uEn5FPRmEeEGyWCSi36Soa7BoqmQiFqsyBJSSMa3oD71d/xC4v3c1/5rkqrERyfvtDk9InjJrbO/tJ+MkeH0RovJrM695S9QMfM83+zSa8QRyMy2WQAy+WH8vc8wUvf5+4+e4TMffJ7F4xWmzAFmN29Ekwb3GJ/A7cXzcG/btcS+mfvxCYgmrkUKlWenhwiFoCd1unaCXCZeg3a7TbDRwSkCiqBnG2TdLo3xPlVxfwxpJBQw+iiyYpspuYCjGoztn0GzG7TuOkJhosn609/HqYfTOA2XRlIhr2tMagLVgIqa5pwMKWQtEILJs6fiZ9PbYHTPIJ5fxjCKDA0PYfouRujRTg2RCa4DEdJJnQVF4HlHsVSLt25/KxN7tlGcvJZbv/d1JLMmhbFxUsUcraXU5YgAwExo4K+C9FD0MRLJFGefq5GNKgy8Lh7TmSicxavP4jk9TjSeYMNZxb5rmO7tIXroETUMZL9AnFw8iBJaDBeXaCkJpATFT6M0472fcB2edV2ufsO9pNZNbC9FaWgA2YeSr6dSvOXcQ0x267QNjW2X4oLxhuFiqCaayIJtYCuAEJiRSro/pEgY8TWsRZs80ShxJNpFK0hD5KL32WD/sfh9Q5Dy4me41WdQ/deWbxtDcOVUgY/94BW89dRXsHtV1vQ58usKr77i89w6/zALTHPaiRgNJH6vb51bTbYCjW5ynGppmk4mfgiZ8jHUENq3pemVBPWUQleouJkiEytxJLDVrpGINLyoTe/UAlJRaI0OsuONtxAaTaSbpuM8jeOs0liqI4WHI+Oc7/XWVQB0zdjbMFuTuPYQ2xfP830nT1PtnQIBOgl6apveiy+RGY/TEfqaYGTr7wmF4BF1kl2Bwt2J65CoHK82yXg/TS1YRSSKKDLiXDLL1vo6X/zD/8FGGKM8cl6de3/il3nd9/wD+dLs5TVcNSeYDDZQBLjPXE/5738RT2r8pnsvv/uOg6RUFekEaGmT9M5rEC2frNjDqjZGZyBCK8f9GSUzJt7q6RuMOSHO8JWkaKNoGiw8itqYJYzWUFSTpJlma/tfMUhEN5GhF/o08huMGSUKQZPC/K0kVZUhQ0MBbi82Ma0mF3s72L1+gpsvPEgxvUjKPkwoGwT6BOUwT7Zl01MU3tL5A7yGgzDgimVYEwY/OaZQHn+AQ9GxeD3cFpvDgqPtC9wwegOOH7JQ6ZAPKrym8iiqjPi7rQaeGxv8Ur83I50vcdXM/2Tfrk+yIxlQWWnz2d99geLRH2Tv+s200ycY1ZahGYf//+nmDDcPPIJHxP6WSiu/k5ZtcnK0SLvfqFjKxAq+1Wjib/WoJOJIo23YKEAjEdd9wsBG8W0INQJbAhI5mmT4q9P4dPAlTA7tZ/aOjzEwf4pn/n4JIqgnVXK6SnJjBVImi4QsKRI7b2ErCgPPHUXNZdl59uOkrzmE51Ux9CIjQy8PWbrl9dfwA99xF6XBN+MMxwrw+MpnedO2N5Gzcmiaxrt/4+fZc9MBIE6DTO7bR2slQa8/8/erYugqfufzID2CjkYrOc7e1+/F73d+65kKvdoOokAhv32SJzuf4b5P/yqf/e1fRXW6KKKAEcVnerm3TvHcGxgaWCFApeWl8Jwk2Vp8bifbqzze8jj8uu+ga4Uo0qJQzFNLx+v2+Nw2LmRGOXRuFUdEmJ6H7rhU1BaGYqE48wQZn26fJVYLAiZH456IrzabDjZcHm8bPBLuo+OlAQ8rnfkGWgvCPk1Jsk8Hs7XjTd/wc9+sfNsYAoDh+lnuPneUarKCHRY5dGGDrpPghfY+XEyWtJApz6Sx1UWRAbLXZSk0KMzuRSoqp3cfQAg4+NwKZ+ZU5nauYac8KukIzynTzBcZXV1DceNuz0xkE8kq3edP487NUndd9LE8gdFArScRQnLh7MdobHWALj01/julFqIkNRq9F5GRwGiP0rOKGGGIW69Ql8sIqSB9FcOp4J0/S+Fg3DgThQY7w88RKIJE4PNbXROZUlGVPG7U5fklCxnVUPKxwljPFPj9X/1ljj/8ZbIDU7gabA8zTB84hBCvbF6ppqaZlBucawygBgNcufYgv+e/gR+851oOTeYJ27FHrKYNjOk4PeItLNDQRlHzPvTiHPygFRvUtlFlwmkhksNk+93Rmy99Ma4P+MuQTpI+/0bczBKHvQdo2QmqQUQ6VeZqp/9bM3H0tD+d4JZCmqD2ZUDwseG30BhWECIkk3EojVyBlAGh8BhszJBoxJ5W6eSLTG2sUMlnMTvwOx82uPYZkx8qjpKO+uk9r4VVjJPMN47dyLnNNlJCrnOBbNjmsCH5+3IdV+jkO02UflORputEfhLPXGKHZvI9/+lq7nz3LmwzgRUkGB5osGQMkRSx4rtw8UPo5QwJDMZ7EndwmoFSnsWBLB0jjgTG8nFBvbFWhVCySQMkuPQVRideR+lH6L1BlEgDBfRkgJKokmu0UIAXm03WfcGOwjyd7gscfH2dK18dP7PNrIrRbpG7tImTMViRkqaQeAmVHUkL99gxjG3zCF3HvGoPEGEYRYqDMe9VJAQ/UY/4oeMLnLC+g2XjWjTpgbfCO3e/8588n7MHryHyVdbPnXvF63YiS+QvokYVAq2EELDztm14vTjFqmo9nPIEur6T/Mh2es0GqUKRN/zE+7nzu74bKRUKThz5plQP59EMpb6HX3EKtHspMo34GextXuSJIInQVY7Px174506d4uTYBPUkNPIpfv/KdyEkTFQaSFXBF4KG2sZQLBznEPaAg8h8dbaBy8xYzCGkqHF66k1PdFinxtlkiU5/BkIq//LI2q8VkYqjCbufEtr0/H9y/b4Z+bYxBFJKNn/zw3g6nBmvYYRJnnT38dNP/AK/YfwcA9EGi5rCtFdg5XSN4cFYCdY0m53TY5huBc800Xt1st2Qjd1xTjOR1BgyPeiU2SrksBwHsx179kUy6O459EtbcPAgYRjiWRGh2cSuK3Q3t7O29kk2qy2k8BgfmqZgFTDqAm0gQaP+ElEjgyJ1enoKAYSrx3E1h6SXBQSz51/CLw6Q+557kYSYQYKiHhLS5patOsPnWlyc3KKW6SFll6e3YviiWipgYNExbTqDo7z7v/0exvQ+2rZC4WIX2R9A8rUSFecwRMjm0+9lT/LzLMsBzs+9i/fcGHeQhq1YOStpA3Mmfs1buIRmjZDLesivMQQyCmnpLqNjJdKaSr5kQhRy6sUTVHITIFs8MXqe57oCszHLtfJjdC2fWgBDosI1rTO00xOQixFKf7Bnmj/eO8Pm1v2k9AOsaMN4cw7XXvdxSqUpihP9juCwTDrYBdV+yF2aI9Xt8flDtzB6fQ1dT/GeBzt88Pd8olo8/UpR22RVg7yZZ1dxF6fW4xrLZO8krtR48+QYCz2Pc2NTZPxX5nBlkMU3Wwih0HvmHDuuHeFd//lu3vLzM+zZdzPHjXlSRg1NKRCGDVi84vKM2HxqjDf/wm8hFAWt30c02S86NzbitdzsVkioBkq3b9jqccHartXQO4OgxM/RyruoRp2B7A6mTclCkONIR2PCkESRRy53Jde+aQ71x3eyWtRY/PIXOBiNIZMafWokKqZghwbB2hrpO25n/tFHiAZiT1s3iqT7fPqZkTG+dP1eHrp6B589MMrA+s+RXfmP3DF5M5OZyX/yjE7vvxoUyeqJS694PZUtUlBfTxi0UZRYcXaaLl4vRNEihCpJXmigGbvotiLe94d/wXd94NeZv+Z6Rguxgh10BkFKpr/4adSFhyitxMy4FSdPs5vA1+LPzXh1qsLk904+S6UQG//UC09zZHaZj7wqT9kepGflOT1zNVnHY3VuBqXXxFFDQkXB740ydUsVIx/3i1iFLeZH+nO++/czeLHJlecDtMGTtEQcCWQHX46mvlb0lI0UCmbfuVzt/Zsh+Kbk3H2P8RBv5YHrXs+2Pl79d9x30hwaQGgKereKpwjGehNsXmoxMhIvTdNIsmM4TUKLlfvE0iaLw4ID6p0AmAM5pnQfvbHGWiH22tLV+JDmSKFXYpoJ67qY6K3htQmMJqYxinhpBLQ1lOwWoRoyP7SdocQQ6ZaFNmDTdc4g6nFY6SjxgUs6XVwDct14cyW7ZV685U4eO3qUUHVJdkyKzXl8xafeXSfY6nG+uMqjexYAhV5YBgSdKGSg741Mv/V7yQ2PUGt4tCyF0qagvvFycfOrkp3YDcC1qU+w073Ah7Tv4de/65rLkUPUijepmtLRx8ZA01j/wAd455/8BjvuSxE6dQBSegavt0FPGSCtGWhCMDgxAOsvxvUBO/6+1YEutrTJLb2NhNLkJv0zuM1z7PirM1y18CLK9I2Xr81WFaR7iU7nDIZ9GwDFroWmBdjBAV780ufjDwYbuOY4wpOMBhHNjVjZ1yczvDg9T/Hm7+XHb/5RTk1O8/an4y7k0GzRDXpcP3Y9ilA4udbE0BR2+8e4KMZ5zXARBUkjnSWvRq9ctCgHiYBQhtQffBGI0yBD43OUJkZY7OVxE5KwPYYQOkpzD37k0VYkYyJHenCA7NAcmXYdJQyZTKfRNI1mpYFUJOuVTbLJLIWaQ11L0fM1BJJSeQHZyYEeK5D0eLx/P959HKv7BAtMcy4YRPQHumezsYPQ0AUKII+ssN21iZIvo1kalmCuD5+29+5FzWbx+/l8wxggmc2h6jrjM3PsTNrsTNpcVRjk7pEdKFGLd+9599ftqa8VM5EgPRKxdrKMjF5ex0TWwjeSRIoCSgbD0njgD47RabiouksqtZ2ZTI9IS7NxvkqiD0OWUuJ96ENofkAySBKJgMbUNSTqi3C0zx7QK+BvNajl9xOKgFK/ee3jZ4+SDGNvPNmscvVz9+Hpgg3fJh+0qA/cwcJwnrEz5xlc61NUqJ2Y00mfIer1qaVnXmTE7REIA0OJ93U36/HOLwmy5tOEfpwWzPWjqX8sKUsn0iw0zwEpWe39G/voNyXJoTwqi6S4G33jrQCMNiV2LoReSKUVL0W+dQVRKCkV4o3YNhNsG0yRGxvn0NGj7Dx1hoU9O/F6uf7UvgaNbJEoqlHP55BCMFNtUqg2mQ2H8DfXqKUEyX0xSqLZ3ESqHkZyhqEvnSX0TbKzTxNqkEwmmTTHSXk2Ih8RRjW05ghuFIIVe3xJ1ydKp7njeBzq9uZ2c16XPPnkk9iaj+pBsbYbX/HxogA/8jitXqA0O42mFIEAoRdwfJ8SJolQsiLje3daHpEhSTmShWfXvm4Nd2yLIaR3eY/xXLSNt37vj5FN6Jff/9rUkNB1hn/xF8i9+c2oV19FZ9KkavYIoj4nTXedljpIs1IHIDc0+HJ9IFzDTGRQ00lSYQKjM816dT+v5TNkNh5ArYQoiyGJuVtecX2bW1+IvzsVvz5oBUSBxtMfvciJf/gKhp1ACVdBuoBkJjLpbcZFwulKhr8ZuAeLacrFEX7p2lsZueEgb9z8GzZmj7JJwA2jNyCl5MHTmxyayDIvFtkwZygZOvPVGEkzOfLKKVOmvh09V6YSLOBVQYYvUwSUpkfplHu4pkqvEbBr+tdIRNsou2UWVIftHQUpJXZqFCPw2btyjqSmkk6naTWbdPIRrusyNDhCrlXnkjlKOzBRVEGqs47fTIMi6bUsCttj5+fg8PXsU85TEYP8u8M/T6PxLJY1jmnGDkfVD0hFIbsShxnLqMhEbAhUBaStMbVwHoTA2h07BZ4XI80MvYhQFF71vv/INW96yyvW4D8c/A+8/5r3c8XgFV+3p/6xjB4w6ZQ9Tj760OXXUhMlfCPeo2Yyx90/sIfaRpczT28gtDaZ9H52vesudK+F0ny56Fr/xCfY+OKTqMRpUFf1eG7qLp6+9hcYrp7GkiHl5Wuh3ECXbbpaD4nFr134EO8pOCT9JIoq6JQ6HDzdJtluUOv6DIsWnjnEc4cm6Rg6+84tgpSURRNdUXj6xWsJZVwPSA+dIbm+QKCYaAJcBb5yy15G6yF3PHMOt0/pkSq8PDzqayXdH1epeD3UxQ4zuv4NP/fNyreNIdAOlvjdW/6Q9d2/yJz1CADzYp7vPCEobQWca+YAULvzCAH5ZJx/TJUGsHSVyZ2HmD97DkfrcFvqfQSdLjJIIJQmzB0i0D1CTcNPFcl3O4x3TIxIIdjs8PwsNPpRSKMRT5vSggGKUyM4F+ZITzyNZbdIJBLMR9MA+Mm4OGW2puhFYCYNfDtJ0vGZ6yrsXoyjj9LOG5FIVFVlOGcS6SkyQYZACRCaQTfR4VTzNHuKe7BzcRgaJuJIYPcVBxnvRJxtVKhUnkBtB2RSKonOOgtPL33dGk4MjVGXsZf0xPD3cXCq8Ir3o6+mhlLxZs2/5S0M/8J/YurHf5wTV+3khR3ghP2pTY016tYgG+UYp68bWTZe/EK/PrDExJ59zJa2kQoTdBs1uotvQunA4MppAHplA74mIlg9c5ILp/4c4Y/y1IsLABjqM9TODlDZWufOH/gRxnftAdFAyjh9M6UV0WsRUigkN7bjDO4FdCZElcAZ4uThElNDj1Ir1VnTdG4Yu4Fzm20ubHU4mPcoihZecRdRp8OtDz8IwIHxuVesyfjUHShqQDX7LGZihPY/PHH5vUQ6QaI/xSrVraFd3EFGH6QceFSdDUZ7kvJWlyAwcAyTA2fiOcypVIp2r0MlFd/H9Nws0m2zrg3QDgwCw0IP2/Sa8R5pnBtDs0NUNcmrBnJMi7j2MZS/rt9IdujyNVX9gFTXQ1cNtLkhLASaFpLLKKAIJl94FmNuFqU/vtG7HBHEEequG25hYHL6FWswnZ3m7Tvf/nX76RvJ+BWDpIbgkb/6X/j9dIidtQj7+2b6wDSTe4pc9ZppkKDobdKZfaRuuJ6Bxkt49hybl7ZwTp/m9G//Bc9e/TMYlw2Bj7jmM+hDg5ze+T0kQ5Wl+hiuniFplXFUh1pk8q6ljzPgrZAMkmREkyfmN1Al3PTkl5ASpvLxCMpQaJwaLVDodDGCiC2liaJEdC4cJFBNkKDpPq3WU0jdxhAqvhrxt7nbOToyx1sejcCJVXC68I2LxTlbx9cthNdFP9Xgin7B+V9bvm0MwdGNowgpeW/zFOeSS/G4x0GHQkfhTce7rAcKA0FEw7dJJySiG4eOQ+NxyHb4yttYHYAXr5wgISyiziZC5NHUFkPXvgrXjHOxSnaCRK1CSssR1C6CJ3l+VnC2cxZVVWm3Y09b1BMsve4gAw+0EErI4as+TRD+LrN9xFJTjyF66d48PSlIpHWUkTHyPZ83/d0ijewABpKR9ABFLcMdd9xBfjiDqxqgdQiUAFSNlcEtWn6LvQN7ufn734EQKdRSjNoY3zPNRDfiXL3CF4/+AnoIwyNZio1TrK+HBN4/IriSgifUK7lPuYvvu/X2r1vjsOWhJDWE+sptZQ8PsaBNEBQC3P4w80uWJF/2qTYlTuATbHU5/dJJyrlxkG2m9h/gxvGbKEZZuu0ao84Mq4/sQPEl+qBPt2oh+1QW3WaDv/2dn0Xqq6w+G/DcyTgdl1PK1E4nsexXs/f2V1GcmMILWtDvLJ5KzTJchZ5tk7MD3qHEh/E68QLSL/Jn9gkWB1TGvIDZgT0UrAKfP7aOEDDVidM8+bmrWP34x7nryCNkgy6Hs8lX3Pv09tuIQgNvdAkhFOp/99gr3k/Ejjg7a5dYfij+zkpoQTM2xFtnK3QbVc5P7WLwwkm6zQZ2oNMNHCpmB13X2bZrO77T4IKcpBKmibQE5wcjnFqsNIzAJvRUwtBhdfVvuKoUc/0/39jA9TYup4UAVjcqFH2dcFbj5LEqJUdiD/pkhgR5TSXxzNPYe/dd/rznVwAFXc993X74l4hlDTN2/SbtaoVnPnsfAHbKQEbxedxzY5x7P/zaGUZ3hliFi2TS+xBCUNqZQSoaz3z48zz7sx/iuT3vIzGQ5qbXxsgkQ3r8rf8sb/7pfYwvfZlcENAWPvXsHLlJDUd1aPZT8OXyKZJ+kmRYYTUtSR3ewe7zL6BHHvN7YrCD0cmyUSrSnhnFcDzKSouNEYMJ10YqIWoYEfkWXe04wk6gC5XQkzRqI/zRTW8j4ULKiSMuuw8L/seSt3V8zUR4sVFsOf9WI/im5NVTd/NHywGan2Z5cJ5mSrBkZQhvGmSwoyC8UcYdm1ooyZo+bjXm/JmY6UMB01nuePQk26yYFVRxN1CNEobRQ9t1DT1bw4h0zMI8uueS8RXc9aMg4Ny2JCeqJ8hkMnR7cQpBbaW4r7BCuFHG+O9Flpb2EgQnKG2dRRKx7txH5CZJRkM4kSRZtCkevoKU42A4AWszk9iqgiIE92o3cu2115IwkoDA1Vr4wkcKhVOJBQB2F3ez86pr+Im//mvS09OMjY1hT+UY70ZsKFnO9eLDvW04w0jOIZIKK2frr1hDd6HBvu5PcVX3x1DSr5ymBBC2fJTU1zfGKNksK8oIVt4n78fXs6FojB1/ilaYwpMOcvVFGus6DTvekhO79/Gefe+hpA4ghMJgL2T7Q+v0dgraN0ZEDrTPHMV1N3j8kx8hPRnn+t/8Y3/Jnnd+HwCDMs01Mz8A1i5WnrrAwMQUUkZEQWyMZ4cOM1KVNPIGI5MWezolKrrLPuUkIDhZ63AhozHbDHnjRmx07j+2zqHJPKl+7Wfb/uvZ+l9/ymppiN+fb3HoHxkCTbdQg/2IgSVCGdBedQibL3eHJgYCwkBlsNui12rgRx49RzCk+NR1cM83cDpVXth9FUoUcvYLj6Kv+HRVj62owfDwMMmcje+5bDRGaHsmQtMJ925DbLqI0CCZ9VC0CAiR0uOK6e9m0NB4vl8M/2pEIKWk3g7I+BGZO3ezdq7BTNJC7EuhbDfZYShE5TLW3r2Xr9/zKuh6HvFVltNvUlKpndiDFeYOH+Kpz3yCdrWCndaRsgUojO2MqSkURbDvdc8ycuUnSaVi47D3fW8j2V5ieSPLc6U3UBgy+c6fuZptO2PgQtpVWFMFD774ISatTVLCpKGpCGDk8ByO6uC4ccfA1uYxkkGScDL+7j3X3YIaRYz3Vpg8eAjTrZBxpvjO//GbHH/DFJrr0BUuk/Px848UH0SAXxmF4lnsbAZFUfFDwdtrFuncONVbJvD7TpOVeiUF9VelYBu4mgV9EELLCf5V1vkfy7eNIXj6s3/IIX+FBzM7+bvt11NLquz2A/7vN+xEs1yGt26j2NiNBDK4VFY2cVSd7RMvw7rCIEB3NPwoID1oomlFDLNLkErRyqSxQhOzEM/hTXXbyM0TKBMFpsb3cLx8nFwuR7fT5xzyMlxcPU/lDdfjezaXFg4yv+1T2NENOFYZ1zuNV09jCBMngtRwDnMuxvR/4nU5FHIkLZWoFxA2PWQkUdbiQpISCDzVIxSw4GxgqRZz/eEZvu+ztrbGxMQEnigzElUIhMqF6DUADKc2GT84jhJ6LDy3fvne2zWHi585fxlNFGx9A1RR27vMPf+1IoSgwRBDSQ/NXyeSIVXvJIo3jt69gDADtPrTqI25y/WBwtg4UkqkG6IrJtkLT1FoNrh49y009sRFt5c+8XYefex6xNRHGLlqk2RyO4nEDGu9GinZYti/g9k79iFkyMVHzzLwVeSQtwDA9PiNDNegUgiYvHICf7FFa1Rgi9j7Sjh5FnXBSCti/8ee49JGgxNrTV69Z5hs5wKLchDl6PNY65t8/o4buXH0qm+490qDt2Jkamyqx1EK8zT//vOX37MLXXr1BGGkU1RHqLibZNpLzE7P8Gxew15s48guKyNTaGOzmM9IkqqNLwNW11YZGxtDCIGqJbHDmGbZzmS4/Z73YW1eQu8MYoyvIpSXGS6FUNmfTvBIS2NVzJFM7GDhuWd4/Jf+mK5ukLYizh6rIQTsG81QpsR5L8m2dmzA7H0vGwLfq2AaX+8U/EslnYprD/tfuxcZhjz6sY+SzJnIqI2VzqF8DSdPs/kiqdQOlH7nbn58CK17Et9IM5rt8ub/dBPlpWU+99/+ABH4WEGR6RD+9MKnKe0dJRdKugJW/TVGD99AT+sRhRIXi4qWRpMatZRAV3QOH7qTQNWZ7C0xOFAkEy6jiimOV47zUnUD0YsjlrmwSiMNQnZAjXAUBSXRJJPRMBSDrUQLDcFdFySt69P4Wsxip5vfOOUzkDBwdAt8B4t/iwi+adl9y718MnMdv733hymbWcxEmVRHRTNU8tueY6K+j1TtSkCSCX2aG2UaRpLtQy+HbK3yFmktTzv0KO4cwzSG0HWHntulnclg+xpKZoxAUdGqS9BYw9g/z96BvZyunWb7zu04bpz7V700JS/Pofe+H/s97wEglSqQdMY4rm7RLr2X2lOxUelFkvREiex33svE//yfPLDbR+vapIsWYcODSNJ9YQuz39lqlU3OZ86jKiGp9WGu5Eq0PmnY6uoqURQxMTHB+fP/jZK2AMBSI77Pav0PSF9zmHz9LIsvbLB5qckX/ug4H/25J9DWOtSDHpHfxT1T+7o1Dlvf2BAAZAOD4UDl1KWHkRv/mVD6rOdGGWh8hGz+RRr+06+oDwghkG4IEVjCJjzzABdGJ3nm5p9k1573QspisHo13QvXsHZkitmpn2Pv3g/G99JeJkudXOdW0nt3kO0ssrzgUhibQCgKihpjxm0XjBCWSy7D20eJWj479s5yJLcfA4990RahEDQMC2Vpjfv+Mi5Gv3rvMJPRIsvqJFt/9MeslIYwDicxjMI3vPeZ7XEU2Rx4kURqjMan44HuUkqMTB1nQ+XF7rtJalnOe5BuLVK66RrOlHRS7QDZH1hyzchrSMoMyV25eL3DkNHRfprCzmF7McBhfnYviUOHSHdWEZ08ItHu/16AoticPfcrvH92BCE9fkl+gF/+1V/lwh88wpS7nboB49tHOfXEGhO7C2zPJ4lQcDCYXr4Emoa5c+fle/O8MrrxjTHw/xJJpXYAClhrHLznDRx/+MtE/gaFEUlh9GWIpZQRzdYxMpn9r/j73ojAKn+K6duK/MmPv5+Pf+A/sHn+cYZ6Kt/5ju/hneN3cEIJubCtxXXVdYYDwUeHh/jbhRClP/in9cY/oaXGv7UULrGzsBPbSlAtzTLVW2QgZTCcaeKbJY4ee5TMQhbZbSCkYPWl5zh8PWhBFUfTsAvLSAmlbB1LMVgTKh8t+Vimy8KRH8JNplFU6+t6dr4qpaROrz+lLIH4PzMiEEK8WghxWghxTgjxM//M564SQoRCiHu/VdfywMWH+fF9P0VFG6DULjORq9Bt+gReSFj6MoHwKXTmaSoRVqThVGq0zSTTxa9BIayvktbztMOI0jW7Mc0hhIBK5SKuYWA5IULRcDMZ5NKTAGSuu4o9xT34kU9yKolt+0RhAiE1DptXMFmYJpqYAMC2bUQ1YMXYZNm1iaoxtMyRkJkbRU0lMa67ishVEL5KdiwFQXz4m/dfJJGOi7TmOvS0HqK4Qt2sMXxumCNH4uHsS0tx7jmbbbK+fh/bhmMDkHDi7+kFT9Ce2KDQOE2zBX/zK8+w8FKZw1cNYiuC1PqXwVvGOVtDRnFUsPbsSV76lfviGkH6G6MadguX0BvidMaje2QVKxXiBadR/Ns5eeYPudS4RDk3BrLN9IE4pxv1G4bM2iq01vj89XewGcHgFT9F8uBVBC9ucuaLTXbu+1Fm5r6fVHIeKSPWe22KYYDeyyEUhZFMl3qYwetJ8iNj+J4DQqBsxgbhzKCP2IxD7+xsida+K5kXKzSSG4z7PuE1d5C8/jq+cKbCnqEkpltlSmzidgbxXnqJv7njNbyqZP+Tey+ZmoVgCLd0Me4n2PBwL1zA9TYQmotfT5ETd1N1z7MVDZL0KiSu3EZ5NN57+dQkr13xGa8kOdk8QqV6/vJ3f9UQWKkcmhtHhOO75tGHh8mmI4JWDKWMQoVkchcz0/+eSuVByl/6L/xC8H+TdBv88TWvZXH7teg3DNNTFfR2SLvmsvO6EWbslw37+EtHMLfPo5jm5dc8v3K5UPyvIapqk0jM0mqf4JrveCt2Ks3DH/0jfKdOZuBlRFa3u0AYtsmk973i7wdnt1FXF/jKn/4K7ep5xnffxTt/7SP88G/+MrN753nDTb9IPpJ8PHiM4cYCb2ubXBnW+flPH8PpxLWSdm4XXT++79O90+wuxlFKbWCWbNCiubHGyPa4AL155Cz57gBh5JKXSTbdNnNHHyTQFapmFlN3OL+1C99fRFdMqq5KkBPMv+r3SBS3CH0fVf/G9BIAQwmTnmYig97/mYZAxEnDDwH3ALuBtwshdv8Tn/s14IFv1bUA+IpFKF3efOlnaZkp5kbig9uqOmz6a5wdeAYjMjmnRmxiEtTrhKkM2tcUPmtrayS0LI7vk7piP7Yd1w/W1+PCrtmKlYlMDIOMUAxJ7sqr2DMQQ0dPNU4xOGjSc3Qc4XHYugKAbreLrutoLkgvop7qsrm5TEKNlbQb+KSm4wPf9JqkvHgT5uZeHnYdNjxy14ygygDRAhXJGWuRh4f/gdxEjvvvv58vfOELLC4uUigUWFn97+h6gX0HX40ZSlI9idAEmfwU55d+m4mRLiVvkRvu3cZb35Zk5KXHkVGAc/wh7N0lok6Av9Lm/DNPsvbRZ8k3BiCQqN+gRgCwS49YYpwTuyRf2S+wh+qAx8LQIOmjo7TP52lYsVc0vjs+3F81BPLCQwRmlmNze1goxygV68ABoqVlioUSV7z69S8/o9oT1KIEg16KyImL3ZN7YwVy8bFzl9NDViJJ71Q8IeulQYXa+QWEoaAPJ3nvtfcwYZ3krAWzvsXbd3838kf/L05kJ7ipfp4zz8Wos9yZJt1UisevPcCtI1f8k3tPCEE2fRP64DIBPfzRPTTuu49OO/79Ee8qNMWkEz2DEIJiJoFiqmjDCRo67NHn+ZmTDnIqjbMtYPmFZ+P9ZpoUCnEUkszlka3YsA3PTQOQObAbrz/IPnJMsvp3cur+Fl5TxzE/xqCyxR+sLbKrKfnZK2z+aHec3+4utDATGjMHBphJvKz0x44cwd7zcloIuEwv8a8p6fQu2u2TWMkU17/lu1k68RKNjXXSxZdTUK1WXKP5xxHBodfcQSI3z+5b3sEP/8Gf8bZf/DEGp18ex2rZeb4rt4+HlS5W6ggTG8/wwW093n71BEtbcXd+vdEkCGPlXKHC3oH4nsuZaQBeOvoUY3feAMBEeRIpEiholJQslaSC88lP4hkG7sAYZadAqAV4Yh1DMelFATclThJqJ7jjB1Mkc5JE9hsXigGGbJ22ZkLgcsVgkqz9fx589GrgnJTygpTSA/4aeOM3+Ny/Bz4JbH6D9/7V5N49N3Pv4o/xFVFj1nuWqYk4396qOKx5PvXUeQQCG/i0oqC1GqhfZR3sS3epgiIUoshFsW2SyT519GJsCBLlCpGMcLOx4kmN9FBzI4ynxsmaWU5UTpBKRvi+RVPpMBHF4Wen0yGRSOBvxYbEzYbUy+vYWpwSCP32ZS+s4TZIubEhyIynUQtxblHoCmG5hxX5+EoWW4GTaplIiXjVa+/iqquu4vHHH+fMmTOUSir1+lPMzv449tAAE44k3YtIZk22z78fx1kmelXAviO/QfYjP8na972TKCyhWB3GPvsRMm+/DgQs3P8UT33orxg0X+4W/adSQ3NZk7P6BMqwx4dfqyITOYQ+QuC+wLnZN5BrThJGaxh6inyfqz7qBYSNJcKtk6yP30rGcVjvdJFRxDoBArjuyuvQvgZbvbr6KRoiz6g/QNT3nsZuvwLda7Lw1NLLhiCVpnbkeXxdo5GACysPY0ykEapgMj2KWngBRUpGy1dgbpp8YjlGGh184C9oPPUlvJaKdeoin775dg5YJ8lnX+mZ/mOZmL0TRffYTD2NMbSbxqf/lnYzplGelbey6J2jHg5j9crkd8epl8mEydG8yozM01UFxbfvZM+td+I24rTcyMjIZTqLVLGI04lrOsl8bBzC6W345f7+2Brj2Q8+S/3oKqnGm1DNOAIcuTTJX89NcM9Alg8uxkewe77F/OEhNF1lQNdIqQol2SBVbmB9TX0gDB3CsP2vGhEApFO7cJwVfL/O/jtfTWEsjpi/1hA0my+iKBaJxCvhuhO7pnnfR36Le/7dO0ikv7Gn/babPoAhJY9es86ek39Kdv8e/ut37GPHfB2AP/7KC6hBEjSPUAnZU4wduQZpqmaehReeJbHrEJazSd6/nogediLFoJHHVaGeyyEVhRsnRngyuoX5/DkudeOis+lVuMH/Ar31cfzKKLrRIzf0jXsIADKaRqsPGf31u+b4/n4X/7+2fCsNwRjwtWD05f5rl0UIMQZ8B/Dhf+6LhBA/JIR4RgjxzNbW1r/oYjyvyh1DPgqSiY0/Zngi3tCNcpuVSDDuxsp7m6/yAAEJp4NVfGXO11uPc61aMk6JpNLxBu0E6wgJmcYmvdBD5KaRAtJjDqQGEUKwp7iHY+VjBGGNupQ4MiSqxTn9brdLIpEgKMeGQBQN2rUqtpomiEJ05eVuwobbIN03BOmChdmPCozJDL2XyqSyOo6ZxxYqjgixQp2ia/Oa17yGO++Mu6EN4x9IJucZHXkrQgh2ozHUiUhlDAqFGxgYuIOt4ecIEyFRq0Xpp/8zil2kecVLPH32Xo5d+I+4tkv3+BaHR14N1svbSPknDEFhoshFY5IDrks6jGgziGZchZQtypkslyZuJ/KXGdTH6TwWk991Nqp4574EqsnF4RsZFj5Nw+bUYw/zxNEnkALyX9NpGQQtFrcewsVkUOjIfkRgbd/OQPs8q+vyMtWElU7Tu7hIN1EAIVhwXsSY6vdZBB6nkjV2dg1SEdx33338zZFzFGSb8fY6ex/5CkunBpCaxiduvoe7Mu7/R9RMsXg9Umo0B46T1Ev4tTZrn/49FCcNnsWy6HApOEi2eZHUDXHReUz5f9p77/DIrvrg/3NumbnTNKOZkTTqZbVV8u56We/a67JeN0xzw+AChBpCMW/IL+QllNCdEAgJLySEEJohYJuAwQaMC9jGvXt783bVVZ/e7/n9cUdtV9oqeYvu53n0SLpzdOec0b33e75d45mwRhHJvyx34w4YNC1bgcfrRQOampoAGOzqYKhjAwBOtw+n29rZP7/pVWRHEWFq1MYvY23k7VwUup6mbW/ENbwAZ6KByLvPJ7iskv9ub+J9pZo43niBRRdYu2ghBO1eF+0pS/ioC8arX+bzQ6XraeacxQDeksM4ntiGoqpc+i7LhxasqR8bE4tvwudrm7Kz19EIhRdwjVHLA/4iyUoNo70dIQRvXKVRwCQe7cFT8ICewaW5aPZbD994Ks/+YBPRnVvJ53ME6CbvDCLNOMGGeipLbT47llpaSq2/jLcsezeKkOQUS1g2xrcw8KTCjnt9/PqrX2KoqwNvcHpBaqjKmCAoDs9OLwKYXUEwlffj0FCTbwKflFIesSOzlPJ7UsqVUsqVFRUVRxo6Lfn8IB6XwnWpPC/pefZ0/w5FFUT7oxxQNCrjCwlE3OgoLMgpePNp/JHJF7g5aD103KUHhtblxDQFmjNJwO3CnRkmZeZxlTWw4cp5yAYNSjXx20Jt7BrZRTp7kG6RICEy5AatXWYqlcLj8VDoTyN0BXewjNxIDJfmI2MWcTnHP7ZRjUDRwOXTMeYFAMjuHsHZGsDfGiLrLMeNdYM0pSLEBwYQQnDRRRdx8801+AMvMr/102M30VfbG2gaKeDIWv+G1nl/jyly8N2rMH7wXvqwQlqH/A8T8K9mZORZ9g48T8iowWV68L+laWx+6jQ+AndtJd1qPe+Kxrmvs5shRyWKPg+X7qWYeYGB8gaQCepalxB9YC/Z/TGGNm2i0PkcYt4a8rqbpoCbvMPJff/9nyRSCbTmZjKvrB97j76+PzAsLZNfhaqOmZaEolBTUSAnHYjSDWl4fYjhfvJaBYYp2e/owtFg/V+fW/99+lQFc2Q53nya5QvD9JlebtUeJrg4QarLILffwdaLLyJbprEuMv+o15+meXDpyylUWn4Cz8c/T6ZOx0g0cLDjUZLDYSgqtOx/AO+lrwPAM5Dj3jqd6y8y6GuwHu6qprHk4nW4dm+iyqlyz1e/wI//vw/Tv38bAIsuugYhBLte3MaB6Ku4eobo/P1nCa6+lYoPL6Piw8uo/PBylq/4ESsvvgtni3X9qEJw+/xavrShSLvupLJp3FxxxznNfH7Ti0hNEg91jR0fzSqeSWcxgNdndcNLxK01NZ+7kr/8jx/ScE7Jd2QWiMe3HOYfOB7etfqTZBXBc7ctQi1VdK3x1pDV0rQEcnjyHpKywOLgYjRFQ0rJcCLLvsoWZD5P19bNREJWBI8oRgnU1lDhC6KgsPccSxCEfV7W1Z9DV3w+yxqs+knZtiKtb+7ibZ//Ard8+evc8uWvc9l7/+qIc02UmtMUY7PTnQzg+MXpsdMJ1E/4vQ7oPmTMSuCuksc8DLxRCFGQUv5mpicT/9OjVP2jztLrw/zRNcy/vPQvXB38dwZ6+ol5XDgT9TRfEGJTzwiXZKwmFeFS+ViATDKBo2CQLmapOHcesmgS/8N+8ovcOB0pQoEAzuwwaVMS1MpwiCwJrZxRK35buI1zO9cxMKSSb30cZ4UHtVeQjadJJpOEw2EKA2m0kIuIN8KOlMSj+0mbYswJDBDNRfHmynGVW+0Qnc3WOyg+neBNCyl7tIOcYxhvwQEiR21FDwdGbqP3aUtNzuUOEg5dQih0ydg5g00B8gjUoTSFkQyeQAu1tbfS2fkTDsZ+T0vP1xF1BS5Y9wce+v7X0Vqew7cqjtgs0CJuvCtqGLp7J6qiTWsa0iPV5GQveekkbGYZdoSpFIJF88/hla3PUMhYzmz3n+8kOZQl+RAU80mElGQWXYmzb4jasoD1v3QaXLj6fHwDcWL3/RZZLCJUle6eX5FxLoEcVOoaZqaAlFaHs8bX1fPScyYDr6bQHE4M3cCRjaLVLGZeUWWPcxhng/Xw+832uykzJdtTV7FQPotvy0OY/BU19c0YH3kC7Z3vpdDTw39e/HpexwtUhd55TNdgdd1lZApfI+voJ5dwUmxMohyoZHfBTcYZoX3z9/AFAqheawcodw9hVgi6PQ6WTWhc0r72cl763a+5/5v/jNsfYM3b3kHtklX87xf/mmzKWvPD//1foBgEazxsT9fyh3v2ozum2veNO56lhPxghsXXz5sUxeLXNYa3HiDWoDEUfYra+ptK11Ipq3iGfQRORxiHo5J4YuvYsbLw+L2YSu3GNDOH+QeOh5bmy1j7hJe7k9t458g+/IEmqj3VpNU0QdOBu+ims2gQxOrcN5LKky9KBqtbkFt09m54mcZz6njlmQImWXzBMHrOSUjx0T9oWS0qfdb15N/eRmWLlRHfUL+dTGY5DaWilcdC3FXSCGKJE17v0ZhNQfACMF8I0Qx0ATcDt04cIKUcM3gJIX4M/G42hACAVteMmhAoe5y8f/kq/nngRS5XehjuU6kKN4FUqV0YZNdDGyjIIIOhNs6pDo/Okwf/8//RoLeQMCXzFteRfL6XQl+aQqsXhzON1xPBmY0yZILb6aM510PeNX7xLilfwjndSYZMJ/NXZmlonwe9Q2x/fvO4aWh3Cr3GS5WnCk9GxeX00p9X8QbHI1Is01CQslrrmOp34n9DE86WAKrPgS/kAqEQGqyAcIL52VpkSiVQbV3QimLQ3PTRSZ9NIVckX5QYToXYA/sI3ryIluaPoygOyuXFZB6SBNa2gNTY8eQrLKluJFf5BJI3oAWt0LeiKKKgIlxTX1JaOERNOs0eWU272EdUCSHMAiuuWMf2ji2k49twKjqVy5dQTObJ7hxGkaAGWziglONJbaY80AhZaLjqzVxy5ZUUHn+CkTvvIrtrF2a9g2j0RUTVV6EPKhwaFKUVVaWrlF+4krI/PsmBjSaXv//DFHZYyVTexmpaCn6edg6iuHVi0Q4eyQ9ynbuB9bX1PNad5SFtFR6nyk0f/BSqouD8+tfY/NJ6tkQa+YzzSZzOY9NSKysvZe++r9EfeJZQdAWoeYpGHcOhCxDZLcxftxLXueNZviMvb0S9YiFFVaPGOb4ZCDc0sfad78Pw+lh04Vo0h4NioQgoJIYGee7eR0mN7GLBBTdSUxik4bE/YVx3M0I9etKXukRhyUWTm5/IotUFT7u0gf6hJzHNAoqiHVZeYiYZdRhPRSy2qTTmxDUCgI+u/nve8cxn+Mx9t/Dtdz5FtbeajJohmwgiEAzh4OUX5zGyNkdf3LIGBAIeYg3z2Lf+JS65/V9pfe7rbMHyXygjGhWyjH5plZPxeazNl2u4HS1hPcSLRj/e2PSluKciUTL1mbOoEcyaaUhKWQBuw4oG2gb8Qkq5RQjxISHEh2brfaedT90qHL4Cvv0p3n7Ft1hkKmwzt5GKqdTEWhFCUj3Pj89l4pIFDtRfgVaq2f/KH+5j1wvP4NfDpEwNj6ER++N+nC1+JH4MI0GophLFoVMQCopQEUUfpne8oqAYcOMseJGmTn3yCmoWWMrSzhe3ks/n8bg8FIYzaGEXEXcET0bDEG7SUuKtGo8OGjUN+UPjGay+tfU46q3dh7fcMkUFBqyLcPWr7ye3fS1tS75B25JvsHjR7RjG5Bs9Wco/CCwKklrfT64jjq77md/6KRydJZt6e5j+A/soZLOEjavJaT3IYIZcp9U/FyGRmNPGQwtVpSUR41VpuYmSMog7dRDvksUsf/2bAGg6/wKC//BZngpqbG1qwLXy/Tha1tEZL+JJ9lJdYT1wqtdehSdQjmv5cgDSr6ynp+ceQCHnscwqlYa1gzbTlrnLOb+VcGoPAyMqreetJbfdEgQVF7TTmK5kUFUYGtrFg8/9K1lFcP3S97MwUsaQqKQ/4yMadvGhLXvIFE3cK1fyi0suw0mGyyrGI1KOhsezAFVUkAhvo+CzEgtf3dmEoiZIp/9MzZc/QfkNlwOQTeWJdm/FHx8BoMaYrGmtfMsNtK+7Es1hHVc1FUXzkRge4Llf/QRVL+f1H7oF94pzad11D+e3DnLFe5cc9WvdOxZheCab93L79mGmUniXraJQiBKPW6UwcvnZEwRe7xKSyV2Y5uHVNmPxjaiqF7e76aTeY/HCa/lEZC1/lgnuuP+DBI0geS0PpSKMI+WvEE8L/vYXG+iNWUmG1X6DAw0LGOruJJGI03bb9QD4QhUoLp1QfjxD2F3qLuYPB1B7VlDUkgwNNBGsWXBc80yVBEoxPnsawazmEUgp75dSLpBSzpNS3l469l0p5WHOYSnle6SUv5ytuQz27MdXlybUHUVNF/m75R+jzxiCrIfG4cWE6w0chobHb1CX72MkMJ+MVkbPrh08/j93cFnzzThUg7RaJP7nTsxUAf+bWigUGnG54iRTHyNxgwNTs5xqWTOCJzj+kOjYOoREojiSJHaH0UrRPsQtO7bPNMAErcJFxBMhnAsghELGBF/9hGiJdBxP3k9ZaOpMRG/AOl7VY1Cdq6MqH6I4mDniZ5OKWjdbcFUVildn5Hd7xjKI05sHcNT70PxOundaO7SqA5egFNxkWrdixnIUDqYQisIULQwm0ZRO8IS2jN1mNYWcD19+AK28nOVXvQlPoJzaRUu483P/l4N7d7H4HVeCroBDIVMUuFO9VFdbUVajzTn0+nrUUIjUKy/S3fO/hEKXMGy60AQES5rJaOSQUBRqa1VA0LFtiOTuUj7FeWtoSFoRZLv2P8a9XX+mtShYsvB6FkV8pHImUipcVvUYvx1IcPOG3QzlC/xhYJjl8iVqwhdxrAghCFesRVbuIeXdi5SCfLKWcO0QyAyJoXFnYM+uKGZ+H1UFa621zqOHDWrOMkZ6NlLIDbDymnfiMJy4V6xADQTo/NCH6firD5F85pkpe00cifQmawceWn0toDA4+DhgZRWrqhtVnT4O/kTxeRcjZYFkctdhr8VjmyjztSPEyT++brnq21yp+PnmwLNs3Hwn+oRqupQP85k3LeJP2/v414dKph2/m4011vWyb8PLxIcsYegLh1FcGhXFUriuouIoCelAQxhHrJmMt5PBHVcTnDd174HpMH2WcDETZ6ggOJ040P0qvroMiimJP/oYq879AHWGFaUTTjVQu9Da1bjLDXxpy5XROyD5wze/wdqat1NBI7sTCfL15SSe6sK9ogpHrZdC/lI2bbwCr7eN6CVD6K//Ir1LfkTO46aqpnH8/bcMUV6Tp6zuRbq25zAdCkJXCOnWhePOWRegFnYR1AMEi5YWkDYlZY3jmkWyFGnkLZ9GEAQtjWBBVxmfTH4RgUDGj+iLH9MIvGE3/quayO2Pkd40QGE4Q74rgavd+my6d2yjIbwE89U8IfVyet3/C0BmxzBCKAgE5oQ68ofSKPP8r/cKLs99A1/OQaDUlcztD3DdJz/Pc/fcTSo6zI2f/hLluwNgmhSvsD5Dn5Ym5HGhCujPlR7uQuA6dzmJF58ml+unof599OXyVDh01FK8tTkhAadm9Xy0fJJdTx+A6CAF3Y2ZMqjLWLbmh3bewwYlz7WVqxCKMpZVXulz8rnlQT4i/40XownWPb+dwYLKamX9pIJtx0JF5aUojgz91c+QT4S57B3LCdeVusXtHXfE7n55J9KMMi9gPQRqjkEQON1+wMTwNbHmRqufrxoI0PL73xH+2G2kN2/mwHvfx97rrmfknl9j5nLHNOfM5i0Itxv3/KX4y5YxOGQJglxuAH2G/QOj+HylyKH4ZPOQaeaIJ7aflH9gIkJR+OK1d1NtCj7xwj9R5rTMZyZF5lXO4z1rmnlDe4QNnZa5Z165i25fCG+4gn0bXiI+YPkDfCFLEASkm6KiIozx+zO4oAavNBjoqiM70oC/8fiirESp57EtCGaAnsFdGME8uYCP+MMPA/DW1TeNvV63sBQ6V+HDiO1DKeZ45c+bOc9xFWGthsSGu9hSdGAkighF4H+99YDyeLyk0028bsWPaXnyKsydrcSqnyb/+mdZbz7A4OATpBM5Du6NEmoawVf3MoWcpHPbMGq5QZ3f2h24SlUI9bCL1NAwbtUSEBkp8YTH1c1M1Hqo+4LjiT4TcRgaug4ZoxynM4spTZxFg1z68EYzo6Rilkbg8Ttwr6xCj3iIPrCP1AbrIne1WZ9N987ttAcvQfU7qF/2LvKOXgjlyewcQpEKilDIjkx/sZb7HTicKlJAKCspr7Julnwmwy+/8hkUTeOWL32dsl4/2VdHCFzTynCpbELAb0W2hHVtUrs+1/LlmF1D+Mz5lJev4WA2T4VDQzGsz1OmxwWBd/UqgsPb2bM1hivVj/D5ye2PU641EzAlv0wfQJWSN6/+WwAWRnwIAa9vizCv+SO8pVzySW4nWSygk+eycheKcnwJPsHyCwEV3TOE4ZhPy7kVY6UThjoPjo3bt9EqOb201jLj1RlTO+En4vFbD+XL3/fBsfwCAC0UouKjH6X1kT9RffvtYJr0fPrT7Lrscvq/8x0KpQKLh1IYHmbgu/9F9Le/xdXWhlBVgqG1xGIbyeWGyOVmNqt4Ii5XI6rqnuQwBkgkdiBlDl/ZyfkHJuIrq+Vf1nyRIQVSSct5ntcStFW0IYTgn29cSkPQTZmh0eJzgRAE2paxf9MGon29GF4futNAuDQUFGIuP4Z73HRbFq5AE4JBnDiLCXTn8blm1ZJGUCx1PpwN5owgqGk5lx+W34B73TqSTz5JMZFkQZvVNQxRpLo1AIC7sgy962XK0n2QqsJvVJDdcgevRhaDEERGMvjW1qGWWQ/iiy66iFtvvRUhBB7vAri3ibrHvoq6bQ1xhli/4T08+ru/Q0rw1+3FV92L062x55V+tKBBmXBz44034sk7UDw6ilsn2n8Qt2btRjNFE5d3QvOXmGWD901jGgLwBhxknQE8hSGSxTweLUCsf/p8vWQ0h6IIDI9uCbk3NVMcyhB7eD96xIMWdpEYHiI1MIw3X4Z7RRWB0Arc7nkkwpvI7oshSv0ME13T53n4Kr0E/S7yK0L4MxBusR4ig50HyCaTrPuLv8SbKyP28H5cyyvwrIow3JPEUUzhjli75kqHTl9u/OGeb7HeNzJyMUII+nMFKh06ilHa2WXGtSHn/FbCmf0gwZ0+iLs+QvZADKPRT6swKArBRYqPcIUVvhhwO/jhe87jb65cgBAqS9r+leV6J/8kPs+n5BeoD18w7VqnQ9fLKCtbDkD9fOt7uMEyIQ73WoIgm8oT69uO4avgfQua+Mk5zYf5CKbi8ve/g4tv/QSL1ky9W1acTgJvvYHm++6l/gffx1iymIFvfZtd6y6j5x8+R7bUKzi7Zy89X/gCu9ZdRv83v4mrvZ2qz34WoBRtJhkaenLGy0tMRAgFr3fRYQ7j2GhG8Uk6ig+lbdEN/F3kUjY5LStBQU2MJZKVGTo/+8BqvvOO11Fbit4SC84hn0nz6gvPjiW6KS7rmuuoOYc1V79h7NyjptloUeJWJrcyPRY8HgOp6BSStkZw0rzhkrfy/o//iNobbkTmciSfeBy3T0coRdzlvWglJ6exfxNqJkrQaRA3FRT/Toa79tJhLGGe30Gg3In3krqx8wYCARobLe1Ar47gTA+SzThw77ic81c/ypLFXyPWNQ/FkSRp/hDDVU7T0jB7Nw4g/A6Kwzna29ut0NGwFQkU6+/DpXoxpUnejE/KyJBxSyiM+gKmwlfhJWsEcce6SJkmXt1P9AiCIBXN4vY7EKVWesb8coxFQSjKMbNQz87thI06BAJnix8hBNXVb2XI9xAUJaI0yfTB6PTzqimnIiMxwwaBRIryJdbnNthl2eu9eZXBO3eghVyUX9+KEILh3hTuVC96lbVrrnBM1gh6PY8iVXDusz6XvlyeSoeGcoiPACwzQP08N3o+gV5I41q8hMLBFI6GMlpLEV7XtoyXqwBYt7CSoMe6+Z2OMO1t3ySY38pCthMKTe6QdqyES6G7Pp9V0qCi0VpbtJQs2bG93yq+t2Q5Xk3lqrB/6hMdQqSlhlXXXnrUcUIIvBdeSMP3vkfL73+H/9prid53H3ve/Bb2XHMte974RqL3/JqyN7+J5vvupeEH38dYaDk4y3znoOtBBocetzSCWTINgeUwjse3TvJpxGOb0PVyDKPuCH95Ytx81bdYLqz3KqqJsdISAPVBNxfND49pZtGm+SiqSiYemyAISrW+NC+rm8fNwvnuJKaUxE3wuaY3nU5HwNAp6gbFI2j1J8ucEQSjuFasQA2FiD3wIEN3bidUvYlwZCM9//Q8w/fvIfvru8i4QjjdGhJB532/Z8+y96EBCxQIXDsPxTF1GJ4WiWBkh0kXi7g1H+logkjkBtJ9K6hb6KOy8nKqqt5Cy/IKsqkCAzkTmSlgpguWIKgYFQQHcetl5Ap5cozw4P7xMkxaysB05VD16f913pBB1hXC0bubpKmUNIKD044/uDdGoGqyw8//5hYcjdbuH6Br5zYiniZQxVgGbiRyLenAbqQ2vuvODk4f4uZrqGRRR4bFB7KEhrswWq2Q1r6tm1FMKP62CzNdIPiOxShOK4lnqDuBO96FXnIUVzr0MR9BPL6VoeQzKPMjpNdvpCglA3lLIxCjpqFDinQFVy+joeOPAOhN1o7P0VjGlQtu4GLhYe15H5t2/gDl5eezYP5niVRde1j01bESiVxLILCKQPn51vs7HQjVS7LUD3jHMy8DBRZfdP4Jnf94cM6bR/WXvkjro49Q8df/B2EYhG+7jdZHH6HmK1/BWDA5wkUIhWDwIgYHHyefH5o1jQAsh3GxmCCTGS9QEItvxOdrnzY67WQQisLb1n6KmHGApKefas/hEWEhXcVQBF2o1C60/BjjgsC65uYLHWNCjbJcT5IseSTgCxx/raCAS6eoGZgZWxDMGEJV8a5dR/yRx0hv6qX+ovupXz2CMT9A9J5HKOzawb76q8jELMddd/g8Bpw1LF0WpuHTq8fs5VOhV1fjzI6QMiVutYz44ACDXUlS0Ryt5y5g6dLv0tL8MRqWBNGcKh2lipf5niRmIj+mEUT7+/A6y8mYEmlk+eZL3yRbzFIwCxhpH4rvyM5fb8BJTnVT6NhP3uHEqbqI9w5MOXaoO8lwb4qW5ZNj4fWwi8oPLxuLburZuZ3qslYcdb4xQWg4I4TCF5AO7Rj7u/zw9BerHonQdqCfG59J4sv1o1VZQmZwz27OKVsNogL/6+twVFv21XQ8TzZthY5qEeumrHRo9OfymFJyoOMHqKqHspWXktm0mcFUmqK0tAahK0hMcgcOTNpRuledR2NJEAhHBAQ46n2sOvcDfOcvnsXhnL4A2Cj19e+mre1fjzpuOlyuel634s5Jdfx1p5903LLVd25bD0KlaemyE36P40ULBgl/+MM0/+JuKm77KFpo+gd8KHgJ+fwgUhZmPKt4Ioc6jIvFNMnkqzPmKJ6K5qqlPFz9AsrC+VMKGyEEtU4HXZk8TcutUGVfyLp3RgXBPGXyRjHfncAs1XbyV01uXHQsBF06ec0AWxDMHIWhDMV0C+SzuBbHKWgxnP4KQu9YjCJfQPH4GQwtJReN4kr10V99Hv4KF+d9oB3Vc2RprkciOHJxMqg4VINY90EObLF2eQ1Lxm8YzaHS2BbiwL4YUkoyr1ohp/pEjUD1kZKCmkg1XYkufrbtZ8RzcbzZAPpRLAWjEUXx3ihqwFJlswenrlOyZ71lMjpUEEz6zPJ5BvfuxycDOFsmv3l19VuJhZ4FAUVZoBifPhJFq6rCmR0BIODOj91osf4RFoQvoTuTZf3Tm0mXzjHcYznHPKnecY3AqVOQ0Jvo5uDB31FT/Ta8K1cjs1kGNluOxUguy9CP7yD58Gfou/0D7L32OkZ+dQ9mLoeztRXhdoOiUEy40as9KM6Z6a51MhiecnLpEbKpPMmhVwlEWtGN6c1/p5Jg6OKxn2fTNOTxLACUMYdxPLEVKYsz7h+YSMQTwaW5WFG5YtoxdYaDzkyOlhXngRCU11i5MYNCYgL1cvx6KsZymIk8zlJJ8fCiY887GSXkcpDXnJA7fv/CsTKbmcWnHbmuBAM/2ozwtaJ4fWS2PU6+cRC3u5ns7t0kn3qc8G234diqkIu50cmSRuOC6+ehakeXmYrfj+IyKGJdCNF9PfSO+AnVevEEJkf5zFtRwe6X+xjyqjhKgmDcR9CP4XOTkCb1jY2sjazlexu/x7LwMrzZclyBI6vFoyGkGVxobhNijBW4O5Tdr/QTafEfNr+J9O3dRbkWGfMPTCQcvpLtjZ8j3vow6m/Oh9T0NlDF6cQwk0SBYKX1kCvk82jSgyIU+jJx9u/1s+VTT7NwdRV6aYflTvWiR8Z9BACbO36DKk3q69+LVmYdSz34AB/pHaL52cfpSyVRIwsx1ryJwv5n6fnMZ+j7t3+j/JabMRYtpDg8Qr4ziXtF5eETPQW4/UFi/dvZ9eJuZHGQpmVXneopTYvTEcbnayMe3zKrpiFVNfB45o05jOOxqUtPzyRO1cmvrvkVVe6qacfUGjrbBtOE6xfwnm98h2C1JQi2pTKENIiY4/dnrsdy8FZduYQbVxykatWiKc95JCrcDrK6Aenp/W8ny5zRCDK7hun/r40ITaHqttfhu/wyEo/9GYrgcbcy9OM7EE4n5bfegsuAlLuSlNf6B4frp+4neihCCPRIBGmWGk13RunZFaWh7fDOVY3tIRRN0FOEfFcCBGghF4V8nmIshxAKSWk5WP925d+SLWT5t6e+hSYdYw/66fCVNIKMsxytWOokljj8AR3tTzPQkaDl3COXSOjesY1Kox6Ucf/AKKrqJOy8kJ7knWT1GEr2yELK5bDMWqF5lllkpKcLv269/7LFUVY//yXmn+Nlx/MH2fDHDjSliDMXRau0HtiVDksr29b/DJWVV+Ny1aFHImg11Xh+/jOuf+wh1LVrafrlL/G/9fO4V7yF5nt/Q8MPf4DRtoSBb/876ZdfQa9pROaKOA9Zz6nCMi8U2PDHRwBoX7fm1E7oKISClsN7piuPHorXu5h43NIIYrFNOByVOJ3TP6RngnpfPQ51+iitWqeDvlyBrGkSKnW9A9icSBPXBeUTLLf5bkurddb6TkgIAFR5nGQ0AwoZZPH4nc3HwpwRBGqZE0edl8qPLEOvdOO76kpkLIlzp8DIBIneey/+665DCwbxNVSS9NRQMK2Pp3fPsZd/1SJVyJRlj08M6JimpLHt8F2Tw9BoWBykJ28iTYlabiA0hfhgP17V2nWnTPAE3TT7m3n7wrfT3WtFlQRCR7YzekplJnLeSpyDe8iaeZym67Bcgj2vWOebdzRB8Op2qn3zcNT7pnSUq/cfRKom2cAu1MKRlcwGdx/Ne3+Lf1ETAAP79+J3hMmZRSrf/no8mX6WZp/m3f+0hvOva6HNeBW9ogJR6jmw2GOgY/JycTENDR8YO2/l3/wNe299F7fc/i3qvv41XO1tKC4NM1O0QnvXrKHhv/6Llt//juB73oP7Iis66FDBdqrwV1mCrnfXM2gOP5WNTad2QkehtvZW6uvfd1g/gJnG511MNttDPj9MLL5pVrWBY2U0cqj7kP7BWxJpMg4FPTsuCfI9CdSgMZbXciJEPE7Spb7FMntk/+CJMmcEgV7ppuKDS8fi/z0XXgiGhmuDTuqex5C5HMF3vxsAX5314F64ugrdUOndM71Kloxm6dk9/roeqUaJdZM182TyAXSnQmTe1Eb9lnMrSRUkI0U57h/o68OrBQAsp7Pfmu+Hl32YSN5qABOqPLKTQHeoGB6dQqQZbe9GksU8Xv3wXII96/sI13spC0/fZlFKSd+OXfjVMM55fgY644wcHBco2d27Kd63EUzIBXbj5Mh27XCVQfP+B3C2WGn6fZs3EnBUkFbAWV2NZ80aRn7zGwy3xuuubqJh5EW06vGU/DIVzlPW84yyDpd33Fbsf8tbeO6Wd5MKhfFolrBSnOqk8FGwomSq/v6TKO55KD4dtfzI2tVrRajW2uXK4jDhxrZZiYqZSQyjhgXzP3NC/QCOB2/JYTwy8gKp1B7KfO1H+YvZp9awNiVd2cnm1s2JNNKljZU/B0sj0KuP30E8kbChkSq1qzRtQTCzKIZBcbkfY73KyM/vwnvZZThbrGKooTovTo/G+de1UtVUdkRB8McfbeWer7/ESw/sQ0qJXh3BMdxNNJ8jiZ9wnWNa/0Lz0jBCQE9eTogYOohH9yOlSdq0sn1790R59iedXLjjbWS0JI21R3c4eYNOsv4I6tYXLM1C8xOdEEKaGM7SuyfGvHOPbCOP9ffhznoRCLR6H/f9v/X89tvrKeYtFXXox3egSgOtW5Av24+uOMnFp8+ANNra0CIR9DorDnxgz27KHBXIUqlt//XXUejuIfX88wDke8ZzCAD6+x/gwuL9xKSbhwcna2p9uTxVjvEHk3BpkzKLJ5I9EMPRUHbaPHArGsZDUVtXHnuJ4rMdn9cyp3T3/BKQp4VGUF/SCDoz44IgXTTZlcrgcOtjgsDMFikMpsei4E4Uh6KQchhgFjATR64bdqLMWUEAkF6WR4kVKY6MEHrve8aOLzq/mvd+7SK85U4i8/wMdibITdE0ur8jTuf2YcrCBs/+Zg+P37UTpSqCMzPEYFEhK1U8ZUd4KHp1IlVuuvMmatjaScf6+/Dq5WSyKSSSB763mV997SU6tw9x7pWNvO8L6/D7jh7i6A04yWpliGyGgq5aguDguEawt1Q+4qj+gVe3U2E0gAL7DqZIx/PEBjJsfLSTwsDAmEnN1V9GMdCNxCTRNTjt+QJvfxutj/wJoZUcvAMpHIoTvT4AgO/yy1F8PqK//jVSSvIHD45FDEkpOXDgB6wyolQ5NO7umVwaoa+UVTyKYmiTMotHKSZyFAczp41/ACDUUImVOShoXzf7+QNnCg5HGKejioGBR4GTLz09E0ScOgLonGAa2p7MUJTg9TrGBEG+NwkS9Jpj8zEeiUSpS1lhZHZKUc+pqKGJFItp4gsH8eoGxqIluA7ZhamlhJDqFj9SQt++GHWLJjt91//xALpT5W2fOo+XH9jPKw8fIFpXQWUuTlfR+mjVwqG9eCbTtLCcZ3pT/OSOHfCTHSBLO8O8tVPNJPJcfNMCFl0QwXEcdkZv0KBrh0pecyNViSJVUt3jD+jdr/RRHnETPMpupXvHNqrcjej1PtY/2kVlow9XmYMX799LePOWMZPa0N3rieubyHm7EAf9BBc1THk+IQSUduGmWUSR1vt7S52yFMOg7I1vJHrvvVT89V8jU6mxHIKRkReIxTeycOGXuTET5LsdffSXisyBpREs9IybphRDReaKyKJEqBMiOfZbN9Pp4h8A0DQNRSvD4Qrg8Z8+8zod8PqWkB18FMOow+E4PPDitcapKFQ6tEmmoS0JK7Sz3OfETA9bm5hSxJBec3IaAUzoUjZL7SrnrEaQSu1BGhLvV95LzT/947Qmgqpm66Y81DyUGM6w64U+llxUg+HRWfPWVi6+aT4dnZJXW28kVgSvAsWj9Fhuv6aFFSsrWfmGRla+oQnDvZt5TkktGbxlKrd+8XyWrqs7LiEAsOTCGopF2HbO+yBj7Zyz/daFmU7k6N45clRtAODgzlcpd1SR8ToYOZhi+RUNrLmhlXyuyMtPj4yZ1HwuK0s37d9Npv/Ydi3RvoP4S+GHwSXjN3jghuuRmQyDP/4xwJhGcKDjB+h6OdWR67kpEqQo4Ve9w2N/13+IRjDaJEdmJ2tz2QMxK0N6BnZqM8kl7/wIr/+rjx594BzD57VqP81m/sDxMppLMMrmRBqfquD3OaEokXmTfHcSxa2h+k/eD5UaFQRRWyOYUUbrnJdf/hac3tZpxzndOsEaDz27J0vijY90IoGll43XPFm6rh6XU/LHH+cxgUpdoTh45FK/Do/OBR8Yd4Bt/sPztPsXsysTR6mJoCgnZsOuaPBx4Y2tPHG3xDGyj+YqKA5Zc9m7YQApOap/IJ/JwMECokrwamcSb9DJvBUVKKpCayTFruJ5nHfdZQB4a5Yi4neTDryKOrzqmOY48OpO/I4K0mYB14QubMbSpThaWhi5+xeAlaiXTO5hYOCPNDd9DFV1scADK8rc3NU7xF/VV5CTkpFCkcoJPoLRSI2R3+5BTEgay+wYwlHrRRyhTMep4HVvuPBUT+G0ZNRhPJMVR0+WWsPB5vh4gteWeJo2rws1X6pxlS6Q67EcxTPhh0qWmtzMVt/i0+tOeA1JJnchhHpMXY4iLX4O7o0iTatUQS5dYMsTXcxbUUFZaHLEzfw1DazY8T10kadGlxgFF6noyDHNqZDPj8X7xzQXvoqTa/hxzqV11HpH6HbUM5AvoqatC3LPK/34QsZR8yN6d++kwlmPFJJd++Msu6weRVWQpkn9Mz9AlQVe2mmZYpxNzTj2CNKBXRRjh3eVmoq+zRvx6xVkD4lIFULgv/46ZNY6j1ZdTUfHD1EUB3V14/2Bb4oE2Z7MsCmRHqs/NFEj0Gu8qH4nmZ1DpDf1j33JXBH38tMjkczm6JQHzsPna6MifPmpnsoYdU4HXdkcUkpMKdmStATBWLHDZJ58TxK9ema0znSpS9lstaucu4IgtRuXqxFFOXp530hLGdlUgeFS2OTWp7rJZYqce+XUdvCwL0ur2IGQBcocYQY69h/TnOKD/Xg0KzQ0hoPQSdoWhRBcdJkPIzvCi6kimvQSH4zRsX2IlnMrjrpT6d65nUpXPUmHgmqoLLnQ8l8kHn0U9m5nWbvCgc1DHNg6iLPZEgR5z0GKuWPLgBzYvYcyRwjKDw9f9V9zDSgKqCpmmUJP7z1EItdPSmC6tjKAUxHc1TM0VpG0YoJG4Kj2UP2pVdT8wwWHfXnXnFjBOJvXHocjzKrz7sPjmV5zf62pNXSyplXkcF86R6po0uYbFwS5jjgUzBnxDwBkSs1pZqtd5dwVBMndeI4xGSZSKqvQuyeKWTTZ8EgHNfMDVE7jbNQj1XiH95EwFcr00DELgsk5BBCcARu2f8U5tG/+b3ISumQdO57bj1mQRzULAfTu2EnQEaErWqDt4locpYt88Ec/Qq+pYeVfrqMsbPDUL3chyoMY3daupWAc23rTQ1lUoeFsLD/sNb2qCs/FF6HX1dLVeyemmaWh/v2TxgR0javDfn59cHgsgqPyGDp52dicLHVjIaR5Npccxe0TNILs7hGAGfNDyTIrUtC0BcHMYZp50ul9uI9xhxGocuP0aPTuibL75X4SQ1mWT6MNgOXcdPVsI15UcGs+hvYdOKb3sXIIAhQKWfKSk9YIwCr0Vm6kqdNyDJtOXn6wH7ffQaT5yJEpUkry+xMIoTBYHPeFpDduJP3iSwTf/RdoLgdrbmhlqDvJ9md68WjzwFQo+I6+XiklailiqKzUFOhQar76VWq/+206O39KOHQZHs/hgvvmSJDhQpGflyKiJvoIbGxmi1FB0JXJsSWRRhOw0GOMC4I9UVDFWGn5k0X3W4KgGJiR0x3GnBQE6fR+pCwcs6ophKC6xU/v7iivPHyAQJWbpvbpi21pkQha7z7yJWdlunPkmN4n1m9pBNl8DsMAl+/oZqtjmburvZ1gYZgaXZDPWpVGxVGc0ENdnQRkmKI0CS4P4y03kPk8/d/+dxSfD/9bbwSsPITqVj/P3bcHra4VdbiCfGB6QTA88gJbt32S4b49+BxhpJQEFx2uEQBo5eUMOV4inx+ioeH9U465JOgj4tB5bNiynYZ1WyOwmX1qS5pnZybHpniKBW4Dp6KM+wgSefSIB6HOzCPW5fNgIkgU7YSyGSNZ6kt6rKYhgKoWP8O9KfoPxFl2ef0RH6R6Ke5dK7cuiuJgblJN/OmI9R/E5ygnKSEYOTlH8USM9nYY7ma5W6W8PMk5a4/e3WnTow9R6WpguFBk2VWNmMkkHR/+CMknnqDiYx9D9Vq7eSEE517ZQDqeJ1m1EKUnQM6/n1zqcBVWSsmrO79MT88v2bzl3fj8Oikzj+6ZWuBJaXKg44f4fG0EAqunHKMKwdtKbSyDuop+glFWNjbHg19T8agKXVlLI2jzWTt/YWhjHQVPtrTEpPdzO3mpcgFx/+zkUcxNQZCyQkenMjVMR3XJT2B4dRadHzni2NG4d3dZgaI08eA7Ys/gUaIHD+JWy4gJJ+HmqXfJJ4LR3oYa60QXgipnB8GjmJyyqSTb/vQI5Y4IuYCbciPD/nf9BclnnqH6K18m+BfvmjR+1FcSd9egdriRao7+/c8ddt7h4WeIJ7ZQW3ML+eIQuUv/h2Sw47Bxo/T1P0gqtYeG+g8c0bF9U7V1c0yMGLKxmU2EENQZDtbH0hzMFWj3lgSBIhCl5vQnW1piIkGXzufW/CUda6+esXNOZG4KguQuDGcNqnrsu+7KpjKcbo3lV9SjTdOqcpTROjplxUESxWOPHMoNJlCESkKqhOqOXkbiWHG1t6MNW1qQjE1de2cim/70IDVaC0IIQosM9t18C9m9e6n/zn8QuPHGw8a7/Q5cPp2Y6Ufda11Sw33PHzbuQMf30fUQ8+f/A+mnLkCRKiMr/4WhoafGxkgpGRp6ivUb3s/mzbfhcjVQWfmGw841kVa3wUUBL/Pdp2cjF5uzk1qnzosxq4RMm3fcF6C4LUGg185cwmLQbWnNA+kj5yWdKHPSs5ZK7sZ9HNoAgO5U+Yvb16AbR+9mpdfXo4bDGPs3EJUXW5FDB/Yx73XTJ1oV8nlECvBbVUdDM5j1qoXDeN05cmYePX/k+RcLBTbc/wCXBt/GCBL9Xz6EUFUaf3IHrnOmTugRQhCu8zIUyxLsT6Glg8S1TZPGJBI7GRz8My3NH0dVnWQ6PLTJz9Fx0bdYv+F9LFp4Owjo6PgRicR2dD1Ec/PHqau9FUU5+k7/f5a2YFuFbF5L6gwHowbfSYLApVEE9MjMaQSVo4IgNTuCYM5pBFKaJFO78XjmH/ffOlzaMWUJCiHwrDoP5cXHSAoVr+Zn8MCRI2niA+Oho0lTUl49cz4CAF/bQlKFDG7hJZuavvfpzmefpEEuwCGcRLfejxrw03TXndMKgVHCdT6GetPoTg3XSCtZ8eqk1w90/BBFMaitfQcAKl70bDmLqn9AwL+Sbds/ybZtn0RKk8WL/pkL1zxBS/PHjrkDlqEqOJQ5dznbnEJGI4dqnTrl+oSMdrd20j0IDqWy5Ecbnqaa7sky5zSCTKYb08wcl6P4RHCvWk3s/j+AR0XkJOnO4SOOj/b34dECVlils3jctYWOhtHeTmZzEo/uJzbQR0VD02FjpJRs/t1DrPJfRVcuT6j/SZp+d+8RG5mPEq73YhYksroJY8RLvPp5MpkeDKOabLaf3t57qal5Gw5HkFR0BJ8epChNQgvqCGs/pKPjDny+NsrL15w2paFtbI7EaORQu29yiGjZFVb3u5mkqqQRRA9phjNTzLkt1LijeHazFN2rLDOQolrRM3K4QLEwvTSPlfoQpIt5ApUzb+t2ndNOPh3Ho/sZ6emackzHlk3UJZuRQHznw1Te9uFjEgJgaQQAmcgC1CHLRxKNvQJAZ+dPkDJPQ/17Aehb/zJ+RwVJM4fqUFEUJ42NHyQYvNAWAjZnDKMawUSzEICzsQxj/swFewBUua3CdTFbEMwMo8Xmjidi6ERwNDehVoTRh3YhpcSrljPSO31J6tEcgqRUCTfPfIiY0daGSAyhCo0nf/RT+vbtOWzMjnsfod6ziF3pPHXKLspvuumYzx+ocqHqCnF3DQz6oagTjb5CsZiis+vnVISvwO22Gv/0bdqI31FB3phzl5/NWcQij8F8t5MrgrNfNtytq6AJ8sWjh6GfCHPuTkwld6PrIXR9ZiX2oQgh8Jy3Csf2p0maRcr0EP0H9k07Ptp3EK8eIGkKwi3Htgs/HlS/H4diRTh4lDLu/sIn2bfxlbHXBzoOUDVQQ7qYJbXvaeo/8bGx5jHHgqIqhGo8RM0y8rkUjmg90ejLdPf8ikJhZFJ/4cHdHbg1H3rN7P4PbGxmE7+u8cTqxazwz5xT+Ejs+dLV3HPT62bl3HNOECRTu16z4lXuVatwdWwmbgrKHCEGjxBCmugbxFA9VsTQDIadTcRXaUUMnRt6CwsqVvGbr36JrY8/AsDuX/yZoLOarakC88NDeC655LjPH27wMRxVKGZjGMPziMe3cODADygrW47fP34BZ0sVvT0tp77JiI3NmYIyi8EQc0oQSCmtYnOzbBYaxb1qFaqZJ6eYlOlBBg5MLwgKQ1bhqpRpEqia2YihUYLL6ti/70XyGUmbej7XNHyEff/zDE//+KeU94QYzkXJHtxG8yc/ekK2+oo6L9mMSaGQwhNdhJR5MpkOGhreP+l8mrAEXWChrRHY2JwOzClBkMsNUChEZz1iaJRRP4HMR1GESqpzaMpxhXwepdQrQGj5aZvdnyyu9jaC679HzHOAZ5IFkqqLpcFLqN/WiFvzsSltsmS+ibFwwQmdP1xvOYzzqoo7aoXnGkY9FeGrxsZkYlG8jiA5s4CvYeaS5mxsbE6cOSUIRiOGjrXq6Mky6icwD+6wDsSk1fXrECbmEDjLj56wdqIYS5fiWvk6/HfdTs2On/DUUIbngFh5gp2JvZjxQRb97btP+PzBGg8IyDk9aPkygvpbWDD/0yjKuK+h76UXKXNUkJLZWVV1bWxsjp05dSemRovNvYYNLtyrVqF2WE7ZMj3IYOfhiWVWDoGfvGkSaPTP2lwUp5PGn/6Uxp/+hIb5Hpa/9A0G+4d5fJ/OtkIdbec40cLho59oGhyGRqDSTUq3dvqBkZuoqLhq0piD6zcQ0CsouOdcCouNzWnLnBIEydQuVNWL01H1mr2ne/UqvNG9pIvFaZvUxPqtiKGUaVLRVjur8xFC4D7vPOr/499Z8b/fZV3dTpyZYTy5Qc75Pzec9PnDdV5iWMIs09l/2Ovdm3bgUA2MRrtVpI3N6cKc2pYlk7vweOa9pklLjqYm3AGDpGnid1RMIwj6KNes0NG6Kbp1zdrcGhuZ/8VP0DAco5gtoLlOPpEtXO9l94secEN+YHJ/1cGnnyJRtJJwvPPsiCEbm9OFuaURHEd7yplCCIF71SpymRg+PcSBTesP8xNEDx7EqwVImyZlode+gqazvAx3ZGYezOE6H1JoZItpzPh4FqSUkuf+3zcod1oluoOLbUFgY3O6MGcEQaEQJ5frOyUNsN2rVlGMdqErOsnuYe7+4qdIRUfGXk/3RVEVDVPkjto57HQnXG+FhmYLSUR+/PIa/v3v2WeaLPSvIqopuCtnJ0TWxsbm+JkzgmC0tMRrFTE0Efeq81CGrZIOF7/pLxnsPMCd//B3DJdKThSHLA1B88xO+vhricfvxFXmIGtmUbHqo5jZLC//57eZH7oQh+LEuLT+FM/SxsZmIrMqCIQQVwshdgghdgkh/n6K198hhNhY+npaCLFstuaSTludsF5r0xBYfgKjYD30jWIlb//cP5JNJbnzs5+gc+tmtJwVMuqe4dLTp4qKOi8ZWcChWKn3Qz/5Cd0uPwv859EjBM3rjt4q08bG5rVj1gSBEEIF/gN4A7AEuEUIseSQYXuBtVLKpcCXge/N1nwikWtYe8kGXK6G2XqLaRFCEGqrJWdKcr0pqucv5JYvfx2H283/fuUzY+Wng0uO3ALzTCFc7yVlSpyal2xHB1t+egetkSuRCFyX1KHMUENvGxubmWE278hVwC4p5R4pZQ64C7h24gAp5dNSytFC/c8Cs7pV1DQvQpyah5Bn9SpSuTT6QIrovijl1bXc8qWvU9HYgkfzkzaLVC577YXUbBCu85ExQRUq+z79eQYj82nwLmJvERZeZpuFbGxON2bzqVgLTOxM3lk6Nh3vB/4w1QtCiA8KIV4UQrzY3394bPqZgHvVeWS3/AoNGPjPjfSt78MTKOftn/9Hgs560ia4y8+Onrvhei8ZaV1avb2DzKu9mnQxh+v86hlvuGNjY3PyzKYgmCr8ZUpvqBBiHZYg+ORUr0spvyelXCmlXFlRUTGDU3ztcDQ1UZbdQar/QSSS5J3b6XjkAA7DhaF6KcjcWdOUxV/pJq9Y+QL6/KsIOWvYlpW0X954imdmY2MzFbMpCDqBiXaAOuCwzixCiKXA94FrpZSDszifU4oQgvJ3vhPlmV+TfOKfyZpF5IP72HXnNpyqBo7Z6UV6KlAUgTNsZRc3lC1lOB/DfW413nLnKZ6ZjY3NVMymIHgBmC+EaBZCOICbgfsmDhBCNAD3AO+SUu6cxbmcFoQ/+JfMe/ABqt64hsKTXyGWSWFsGADAETi7TCb+pvESEpvTsPxKWxuwsTldmTVBIKUsALcBDwLbgF9IKbcIIT4khPhQadjngBDwHSHEeiHEi7M1n9MFR0MDkc9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      },
      "metadata": {
@@ -888,14 +888,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 83,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
      },
      "metadata": {
@@ -921,14 +921,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 84,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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nXUMmY99GmPdxOPsmKJiQ6lWNK9oc/UkrcQVrVUyfBH6vlFodvFEp5RKRKxKzLI1GM2YY6IWXfw2v/QnyK+Az9xrqq5q40+50M6OiIGnXsxJi2jvUOIjIrwGUUs8nZFUajWZsUP8G3H4ivPp7OPISuGatNg4JpM3hpiyJHoQVA3FGiG1nxXshGo1mDNHfY3RC37kUvG647L9wwS2QW5rqlY1bPF4f7S435UmqYIIwISYR+TLwFWCmiGwIeqsQeC3RC9NoNGnK9mcNcb3uJjj2K3DaDyA7eWGPg5WdrU6Ugmnl+Um7ZrgcxErgSeCXwPVB23uUUu0JXZVGo0k/XO3w1Pdgw/1QcQh84RmYsjjVqzpo2NDYBcARU4qTds1wBkIppXaJyDVD3xCRMm0kNJqDBKVg83/hiW9Db4chrHfydZCRvHJLDWxs7CQ/y870JCapI3kQ5wJvAQpjJKiJAmYkcF0ajSYd6NkHj38Ltj4Gk4+Ey/4Dk+anelUHJRuaujisuhi7TSLvHCdGNBBKqXP9/05P2mo0Gk16oBS8cy88/QPw9sMZN8Kx14Bd63umggGvj817urn02KlJvW64JPXCcAcqpd6O/3I0Gk3Kaf/QENfb+RJMPQHO+xNUzEr1qg5qtu930O/xsaAmefkHCB9i+j//vznAIuA9jDDTAmAtcGJil6bRaJKKz2uI673wMxA7nPM7OPpysCVH90czMhubOgGYX50mBkIpdRqAiNwPXKWU2uh/fThwXXKWp9FokkLzVkMmo/FNmH2mIa5XXJPqVWn8bGjsojA7I6klrmBNamOuaRwAlFKbROTIxC1Jo9EkDY8bXvsDrL4JsgrgE3+F+Z8CSV4iVBOZjU1dHF5djC2JCWqwZiC2iMjfgHsxqpcuxRDp02g0Y5mmtw1J7v2b4PCLYOmvoaAy1avSDMHt8bF1bw+XnzAt6de2YiAuB74MfM3/ejVwm5WTi8hS4I+AHfibUupXQ97/NrA8aC2HApVKqXYR2QX0AF7Ao5RaZOWaGo0mAm4XvPRLeONmKJgIF98Hc89O9ao0I/DB/h7cXh/zk5ygBmsDg/qA3/u/LCMiduAWDC2nRuBNEXlEKbU56Nw3ATf59z8P+MaQBrzTlFKt0VxXo9GEYderhtfQvhMWfs4oX80tSfWqNGEwO6gXVJck/drhylwfUEp9WkQ2YoSWDkAptSDCuRcDdUqpnf7z3Q9cAGweYf9LgPssrVqj0URHXzc892NY/w8onQaffQRmnJLqVWkssLGpk+LcTKaU5Sb92uE8CDOkdG6M564Gdge9bgSWhNrRP3xoKXBt0GYFPOMfcfoXpdQdIxx7FXAVQG2tnlql0Qzjg6fhsW9Az1447lpDXC8rL9Wr0lhkQ2MXC2qKkRQUDoQrc93r/7cewD+XOpo2ylCfZpgn4uc84LUh4aUTlFJ7RGQC8KyIbB06l8K/vjuAOwAWLVo00vk1moMPZxs8dT1sfAAqD4VP3w01OpU3lugb8LJtXw9XnZwaZSMrI0e/BNwI9DJ4g7eixdQITAl6XQPsGWHfixkSXlJK7fH/2ywi/8EIWQ0zEBqNZghKwaaH4MnvGKGlU66Hk74FGcmbI6CJD1v39eDxqaR3UJtY8QiuAw6LIVn8JjBbRKYDTRhGYNnQnUSkGDgFo3zW3JYP2JRSPf7vz8QwUhqNJhzdewxxvW1PQNVCuOBmmHhYqleliZGNjZ0AzK8pScn1rRiIHYAr2hMrpTwici3wNEaZ6z+UUu+LyNX+92/373oh8IxSyhl0+ETgP/6YWwawUin1VLRr0GgOGpSCt/8Jz9wA3gE48+dw7JfBZk/1yjSjYENjF2X5WVQV56Tk+lYMxPeA10VkLdBvblRKfTXSgUqpJ4Anhmy7fcjru4C7hmzbCRxhYW0ajaZ9JzzyVdj1Ckw7Cc7/E5RpNf7xwMamLuZXpyZBDdYMxF+AF4CNgC+xyzk4aWhz8fvnPuAH5xxKRYEewqKxiM8La26DF/4X7Jlw3h+N3gYtkzEu6HV7+WB/D2fMm5iyNVgxEB6l1DcTvpKDmDU72/jPO000dfay4otLyLRr9UxNBPZvNsT1mt6COWfBub+DoqpUr0oTRzbv7cankq/gGoyVO9GLInKViEwWkTLzK+ErO4jocLkBWPdhOzc+OlIfoUaDIa734i/hLydDxy646O9wyX3aOIxDzAT1ghQlqMGaB2FWHn0vaNtBO3L0tbpWFtaWkpsVv+RfZ+8AGTbhihOnc8fqncyrKuKSxbrpTzOExrdg1TXQssVQXF36a8gvT/WqNAliQ1MXlYXZTCxKXdjZihaTHjnqp83Rz/K/reXqU2Zy/Vlz43beTtcAJXmZfHfpXLbt6+FHqzYxe0IBi6ZpR02DIa734s9hza1QMAku+RccsjTVq9IkmI2NXSxIYYIaLISYROSzob6Ssbh0o8M1AMC/1++m3+ON23m7et0U52Zitwl/uvgoakrzuPret9nT2Ru3a2jGKB+uhtuOM5RXj/48XLNWG4eDAGe/h7oWR0oUXIOxkoM4JujrJOAnwPkJXFPa4uj3ANDmdPP0+/vjdt5O1wCleUaXa3FeJn/97NH0DXj50j1v0TcQP0OkiQ2fLwUKLn1dRunqP88DscHnHzemvOUUJX8tmqTz/p5ulCJlHdQmEQ2EUup/gr6uBI4CDsqefUefYSDsNmHFmvq4ndcMMZnMmlDIHz5zJJv2dHHbSzvidp1wXP/QBr71wHtJudZYwtHvYfEvnuOO1cn5fwBg25NwyxJ45x44/qtw9WswTY+ATxYut4djf/E8T7+/L2Vr2NhkSHwfnsIKJrDmQQzFBcyO90LGAj19RojpnPmTWfthO3XNjrict6t3gOLcA23u6fMmMrUsjw9bnSMcFV9e2d7K+vr2yDseZGzb10Orw80vn9zKC1vj5zWGxNECD14B910MuWXwxefhzJ9p5dUks7PFyb7uPl7a1pyyNWzf30N5fhYTClPTQW1iJQfxqIg84v96DNgGrEr80tKPHn+I6YoTp5NpF1aubYjLeTtd7gM8CJOSvKxACWwicfZ7aOrsZW9nX2rCKWnMDv9DQE1pLl+77924PRQcgFKw4QG4ZTFsfsSQ477qJaheGP9raSKyu91QFjIH9aSC7c0OZk4oSNn1Tax4EL8F/s//9UvgZKXU9QldVZpihpimleex9PDJPPjW7lHnCNweH063l5LcUAYik05/YjyR7Ggxbnpur482Z+IN0lhie3MP2Rk2Vn7xWLIybFx193q6euP4f9LVCCs/Aw9fCeUz4epX4JTvaOXVFFLvNxAf7O9JSQ5QKUVds4PZY8FAKKVeDvp6TSnVmIyFpSM9fgORn53BssW1dPd5eGzD3lGd07zZhPIgSpPkQQQ/FevKqQOpa3Ywo7KAKWV53Lp8IQ3tLr5+/zt4R+tp+Xzw5t/hlmMNDaWlv4IrnoYJh8Zn4ZqYqW8zDMSAV7FtX0/Sr9/i6Kerd4BZ6WwgRKRHRLpDfPWISHcyF5kuOPoHyM20k2m3ceyMMmZU5rNi7eiS1V29hgEozhv+xJgsD2J7kIHY26UNRDDbg57klswo5yfnH8aL21r4v2e2xX7Sth1GddLj3zTCSF9+XSuvphG7212B5rQNTckPM5kPbLMnFCb92kMZ0UAopQqVUkVKqSJgh/m9uT2Ja0wbHP0eCnKM3kIRYfmSqbzT0MnmPbHbS9MAhAoxleZl4ej3MOBNrEZiXbODykLjD6Kpsy+h1xpLuNxGbib4Se7SY6eybEktt760g0ffG2n+1Qh4PfDaH+G242HfRjj/ZvjsKijTvajpRH27kyXTyynPzwrIXSQT00CktQcxBJ25xAgxFWYPNp9ftLDaiE+vi92LCBiIkCGmzAP2SRR1zQ4WTS0lN9OuQ0xB7GxxohTDYsE/Oe8wjp5ayg2rNlmPUe/bCH/7KDz7I5j5UaPhbeFlWnk1zRjw+tjT2cfU8jwOry5OSaK6rtlBYXZGSiU2TLRsaBT09HkozBk0ECV5WZy7oIr/vN0UaKKLlk4zB5EbKsRkbOtMYB6i3+Olvs3J7AkFVJXk6BBTENubjfjz0Ce5rAwb3zxjDp2uAZ7cFCEH5ek35LjvOBW6m+BTd8HFK6BocmIWrRkVezp78foUU8ryWFBTzPZmB73u5Caqt+83KphSKbFhEi4H8QnzCygJfu3fdtARHGIyWX5sLU63l0fejTLc4Me8+RePkKSGQYmPRPBhqxOfgpkTCqgqydUhpiDqmh1k2ISp5fnD3jtuRjnTK/JZsSZMqfPudXD7SbD6JkNc75p1cNiF2mtIY8wE9dSyPOZXF+P1KTbvTW7Kta4lPSqYILwHcV7Q18tDXp+b+KWlH44+DwXZBxqIo6aUcOjkIv791u6YztnpGsAmHBC6MjHDTomsZNq+fzAhVlWcq0NMQWzf72BqeR5ZGcP/TGw2YdniWtbXdwyvdHE74cnr4e9nGt8vfxAuvB3ytPhiutPgL3GtLc8LyGwnMw/R5Rqgpac/LfIPEEbNVSl1eTIXMhbo6RugMOfAJ30R4YSZ5dy7th6fT2GzRfd02OkX6gt1XEkgB5E4A1HX7EAEZlTmU1WSS0tPP/0eL9kZuqKmrsXBnDCVJBcdXcNNT29j5dp6fnrB4cbGHS/Co1+FzgY45ko4/ceQnfpqFI01GtpdZGXYmFiYgwhUFmYntZKprsV42Jg9MT0MhM5BREFP/3APAmB6ZT59Az72dUcfnjF0mEI3RSUjxFTX7KC2LI+cTDtVJUZb//6u/ghHjX/cHh/1ba6wT3Jl+VmcPX8SD7/dhKur1ZjVcM/HwZYJlz8J5/xWG4cxRn2bk9qyPGw2QURYUF3MxiQmqk2PflZlevzeaANhEaUUjv4Dk9Qm0yuMGPWuGHSTunoHQlYwAeRl2cmy2xIaYqprdjCr0rgJVpXkAtCkw0zsanPi9amIT3LLj53K8QNvILcugXfvgxO/AV9+DaYen6SVauJJQ3svtWWD2lfza4qpa3HgHKEIxdnv4RdPbKHNEZ+Hqu3NDnIybVSX5sblfKNFGwiLON1elCKsgdgZg4HodA2E7IEAI3xVkpdJV4I8CI/Xx85WB7MmHmggdCXT4JPczMowBsLRzKJ13+AvWb9nr6cIrnwBTv8JZKbHH7cmOpRSNPg9CJMFNcUoZchvh+Lf63dzx+qd3Pnarrisoa7ZwYyKAuxRhqoThRWxvjwRuUFE/up/PVtEDroktanDVJA9/GY+sTCH3Ex7TMqrnb3uEUNMkFi5jYZ2FwNeFfAgJhcbISadqB7MzYQ0EEoZ3sLNxyDbnuCtWddypvMnbPTphrexTLvTjdPtPcBAmHLbG0IkqpVSrPALdv5r/e64NLTWNTvSJv8A1jyIO4F+4Dj/60bgfxO2ojTF0W88xQ8tcwWjomVaRX5sBsI1QPEIHgQYiepE5SBMiY3ZE414Z06mnfL8LF3qitEDUVOaO3z2eOduWPFJ+O/VUHkIXP0asy76CRmZWaNqmNSkHlOkb2r5oIGYUJjDpKIcNoVIVK+v72B7s4OzDp9ES08/z20enRy8qao8K5zXmmSsGIiZSqnfAAMASqleID38nyTS7fcgQpWjAsyoyI86B+Hx+ujp84yYgwDDg0hUFZPZ0j+zcrDOv6okV4eY8D/JBVcw+Xyw7q9w67FQ/wac9Ru4/CmonENxbibnH1HFqnf30N2XeO0sTWJoaBtuIMDIQ4SqZFqxpp7CnAxu+tQRVJfkBryJWDFVlceaB+EWkVz8chsiMhPDo4iIiCwVkW0iUiciwyTCReTbIvKu/2uTiHhFpMzKscnGDDGFykEATKvI84dsrLuZptEZKQcBUJqfOA+irtnB5OKcA0p3JxfnHPQhJq9PsbPVOVjB1Lod7jobnrgOao6Br7wBS74EtsE/n+VLpuJye1n1TlOKVq0ZLWYPRE3pgQZiQXUxO1ucgYFhYISjnti4j4sW1lCQncHFx0zh1brWUQ34SicNJhMrBuInwFPAFBFZATwPfCfSQSJiB24BzgLmAZeIyLzgfZRSNymljlRKHQl8D3hZKdVu5dhkY0pphAoxAUyvKMDjUzR2WL+5mp5BuBxEca7hQSgVfzmsumbHsF/GqpJc9hzkIabd7S7cHh+zK7Lhld/BbSdA82a44Fa47D9QOnXYMQtqijmsqogVaxsS8n+lSTz1bS4mFeWQk3lgWHG+fy70pqbBRPWDb+3G7fWxbEktAJ85Zgp2m3Dfuti9iO1hOvdThZV5EM8AnwA+D9wHLFJKvWTh3IuBOqXUTqWUG7gfuCDM/pf4zx/LsQnHfHoI1QcBg5VMH7Zanzhm6jCFktkwKc3LZMCrcMZZD8bnUyENRHVJLo5+z0EdKtne7OAw2cU5ay+F538Kcz4G17wJRy0fUSbDVPfduq+H3z+3nX5P8gfNaEZHQ/uBFUwm8/2J6o1NnYDxt7NybQPHTCtljj9/N6EohzPnTeTf63fH/H9f1+xgWkU+mfb0KS61UsX0CHAm8JJS6jGlVKvFc1cDwfoTjf5toa6RBywFHorh2KtEZL2IrG9pabG4tOjpCYSYQt/MBw2Ey/I5u8JIfZsEmuXiPOltT1cvvQPeYZrzk0sO8kqmgT7K1vyKVVk/JKevBT59N3zmHiicGPHQTyys5pwFk/nT89s564+v8PoOq38qmnSgod1FbflwA1FekE11SW5A2fX1HW3sanOxfMmBnuTyJVPpcA3w1KZ9MV0/XabIBWPFVP0fcBKwWUT+LSKfFBErk7RDPWqN5HufB7ymlGqP9lil1B1KqUVKqUWVlZUWlhUbgRDTCB5EaV4mxbmZUXoQkUNMZgI7rmMuGaxgChVigoPUQDSsgdtP5OiGf/CU/RRs16yFedYd15xMO7csW8idlx/DgNfHsr+u5Rv/epeWHt2Znu70DXjZ393P1BAeBBghxI3+RPXKdfWU5mWy9PBJB+xz/MxyppXnhRdwHAFTVTmd8g8QRovJRCn1MvCyPy/wEeBK4B9ApKFBjcCUoNc1wEiSpxczGF6K9tik0NPnIS/LPmIDi4gwPcpS13DDgkxK8025jfh6EDsCU6uGh5iAgysP0e+A52+EdXdA8RR+XPQzdhQt4dwYxfVOO2QCz37jFG55sY7bX97B81v2c/b8ycP0tkpyM/nmGXPISKOQwsHK7iCRvlDMrynmyU372L6/h2fe388VJ04flquw2YRlS2r5xRNb+WB/TyD8ZAVTVTndDISl30x/FdNFwNXAMcA/LRz2JjBbRKaLSBaGEXgkxLmLgVOAVdEem0wcfaFlNoKZUZHPhy3RG4iisCEmU9E1zh7Efgfl+VkBA2RSUZBNhk0OHg+i7jmjdHXdHbD4KtRXXufBzjmj/kPNybTzrTMP4cmvncyRtaU8t6WZZ97fH/h67L093PrSDrbtT/7MY81wTJnvUDkIgAXVJQDcsGoTHp/iksW1Iff75NFTyLLbWBllyWs6VjCBBQ9CRP4FLMGoZLoFIxcRsZZTKeURkWuBpwE78A+l1PsicrX//dv9u14IPKOUckY6NrqPFl8cIwj1BTOtIp+H32mib8A77OkiFF29AxTlZIRtq0/U0KC6luEJagC7TZh0MJS6utrh6R/AeyuhYg5c8RTUHsvezl6cbm/c/lBnTSjg7isWD9u+dmcbn7ljTVJmjmsiM9gkF7qCyExUr9nZzomzKgI5x6GU5Wdx1vxJPPR2I99dOnd4o+UIbN8fpnM/hUQ0EBid1MuUUlGn5pVSTwBPDNl2+5DXdwF3WTk2lfT0eygYIUFtEhDta3Myd1Lksd0drvAyGzAYfupwxu9GopRi+/4ezjuiKuT7VSW57OkaxyGmzavg8evA1QYnXQcnfxsyjbTaSLmZeFPm99za41x8MFqUUjS0u0ZVatnU2UtlQXbIORrpyu52FwXZGQGPfSjFeZnUlhm9TsuXhPYeTJYvmcqqd/fw6IY9fHrRlLD7mtS1OJhSmmfpwTKZhJso9xH/t3nABQf7RLmePuNpPxyBSiaLYSZD6ju80cmw2yjMzohrDqLF0U93n2fEiomq8epB9OyDf10KD3wWCifBVS/BR28IGAcYdPUTXU2SqNzSaHl9Rxun3PQSb+xoi+l4l9vDmb97mV8/tTXOK0sspsx3uDGfi6aVMqkoh9Pnha9oO2ZaKbMmFPDgW42Wr1+3P/0qmCB8DuIU/7/nhfg6KMX6IoWYolV17ewdeRZEMCX5mXENMdWZmvMjDMOpKsllX1cfXt84afhSCt5ZAbcshg+eMRRXr3wRJi8Ytmtdcw+leZmUFyR2YLzpGaabB7HFP17znjW7Yjp+7c52nG4vD6zfnfRZzqOhvt01Yv7B5KfnH8Yj154QsU9BRDj90Im8Xd9haVa9x+vjw9b0q2CCMAZCKfVj/7c3KqUuD/4Cfpac5aUPVnIQ+dkZTCjMtqzJ1OVyh61gMjEUXeMXYqqLoPlSVZKLx6dojZPGfUrpqId7LoRVX4EJ84xZDSd+A+yh/y+HaTAliAy7jaKcjLTLQZjVPM+8v5/mnujDjK9sN3o/evo8PLohpYWHlvH5FI3tvcM0mIZSmJPJhCIrFf5w0uwKPD7F2p2RPbGGdhdur29sGYggHgqx7cF4LyTd6enzjNgkF0w0pa6dYYYFBVOSlxXouo4H2/c7KPQbs1CYk+XG9OAgnxfW3A63HgeNb8LZv4XPPwEVs0c8RCnF9mYHM5P0h1qWn5V2HkR9u4uKgiw8PsW/11sPkZi8WtfCSbMrmDWhIOpKnlSxr7sPt9c3YolrLBw9tZScTFvAYIYjXSuYIEySWkTmAocBxUNyDkWANTM6TvD5jGlyI+kwBTOjMp9n3o8s++vzKWOanCUPIpP6tthFwIZS12wMCRop3hrcLLewtjRu100aLdvgkf+B3Wth1ulw7h+gJHKysM3pptM1kLRYcGl+4mZ9xEpDu4tjppXR1TvAyrUNXH3KTMvDa/Z19fHBfgcXLawh027jxsc2s6mpKzBTIV0xRfoihZiiISfTzuLp5byyPbK6Q7IKI2IhnAdxCEauoYQD8w8LMZrlDhqc7vBS38FMr8inzemO2Pnc0+dBKSi2kIMozcuKq9TG9qAxo6EITJYba81y3gFYfRPcfiK0fgAX/gWWP2jJOEDQPOBkeRB56eVBeP2hltryPJYvmUpTZy+rP7AuX/NqnfG0fOLsCi5aWEN2ho2VoxCvSxYBme+y+IrknTSrgh0tzojy+TuaHUwqyrEUoUg2I97xlFKrgFUicpxS6o0krint6Ikg9R3MtPLB+dRHTCkZcb+AzIYFD6IkL5PuPg8er2/UXbedLjetjv6wmvNFOZkUZGeMrRDTnndh1bWwfyMcdqExr6Fgwoi7P/RW47AmtQ/8r5Olx1+SlxVICqcDgVBLWR5nzJtIRUE2K9bWc9rckX+Owby6vYXy/CwOnVSEzSacd0QVq95p4vtnHxoxfxeJfo+XFWsaWLakNu6loPXtTuw2CeiQxYsTZ1cARl4mXLnr9jSbIheMlf+1d0TkGoxwU+AnqJS6ImGrSjMiSX0HM6PSFO2LYCBMmQ0LOQhTsK+rd2DU1TVW451VJWOk1HWgF176Fbz+Z8ivgM+sgEPDF9kppfjewxvxKTWsImV+dTGTLCYiR0tZAmd9xELwk3RWho3PHFPDbS/tYE9nb8CrHAmlFK/WtXHCrIqApMjyJbU8+FYj/32niUuPHS6RHg2v1bVy42ObsQl8/oT4jnZtaO+luiQ37iqqcycVUlGQzathDERzdx9b9nZz1ckz4nrteGHFQNwDbAU+BtwILAe2JHJR6UZPYB515B/XlLI8bBK51NVMOltLUg/KbcTLQESq1JlcnMvedG+W2/WakWto3wFHXQZn/gxyI+dMHP0e3F4fPzj7UK5M4R9maX4WvQNeet1eyx23iaSh3fidNat5Lj6mlltf2sH9b+7mm2fMCXvs1n09tDr6Ocn/1Axw5JQSDp1szMhYvqQ2bI9BJHb5VZJXrG3gc8dPG9W5htLQ5oxYwRQLIsJJsytY/UELPp8apsUF8K83d+PxKcsNdcnGismcpZS6AXAqpf4JnAPMT+yy0gtzFoSVGGF2hp2a0ryIlUxmX0NxroU+iDjKbWxvdpCTaQuI8o2EMTgoTT2Ivm54/FvGlDffAFz2X7jgZkvGAQa70ofqUCWbsrz0apZraHeRYRMmFxse1JSyPE6ZU8n96xoiTko0k7EnzR5UVDZmZNSyZW837+7uHPXawPj9fXNXx6jOFercU+KYoA7mxFkVtDndbA4RSvT6FPeta+DEWRVMG0G6I9VYMRCmD9wpIocDxcC0hK0oDTFDTFZyEGBoMkXqheiKwoOIp2Df9mYHMysLQj7NBFNdkkOb003fQJo1O21/1ihdffPvcOxX4CtrYOZpUZ2i3X9DLstPbVLQNPzpkqiub3NRXZp7QJ5r+ZKpNPf08/yW5rDHvrK9lVkTCphUfGB47uNHVZOfZR/1vOaGdhfTK/IpzMlgxdr6UZ0rmO6+ATpcAyPKfI8WMw9hJvCDeWlbM3u6+iJKd6QSKwbiDhEpBW7AUFTdDPwmoatKMxxRhJjAr+ra6gw7etLMQRRbbJQzjhn9jWSHxaEkk4v9lUzpEmZytcPDX4IVn4TsAvjCs7D0l5AV/ZOXWRFmpYs9kZh6TOnSLNcQopv4tEMqmVycE/am3DfgZd2HhojdUAqyM7jgqGoefW9PYEBWLNS3OZkzsYCLFtbw5MZ9tMWpibMhgorraJlYlMOciQW8GqIfYuXaBioLsyNKd6QSKyNH/6aU6lBKvayUmqGUmjBUcG+8E00VExilro5+Dy1hfok7XQMUZGdYSoyZXsZobyTOfg9Nnb2WyjjTZnCQUrDpYbj5GNj0IJz8HfjSaphyTMynNEM6ZSk3EH65jTQKMQ29UWbYbVx8TC2vbG8N3EyH8lZ9B/0e3wH5h2CWLa6l3+Pjobejb7wDo2dod0cvU8vzWbakFrfXF5XOUTgaIsyBiAcnzqpk3a72A7zxxg4XL2xr5uJjpqTViNGhhBPr+2a4r2QuMtX0+ENM+VnWDQSEF+3r7HVb8h7AeArLsMmoY9U7WsJrMAVj5ihSWuravRfuXw4PXg7FNXDVy/CRH9DsUlz297UxSUHAYEgn1TmIRI2TjYWu3gE6XQMhn6Q/c8wU7Dbhb6/uDHnsK9tbybQLx84oD/n+4dXFHDGlhPvfjC3MtL+nD7fHKL+dM7GQxdPKuG9dA744aIVFmgMRD06aU4Hb4+PNXe2Bbf9605io/Jlj0jM5bRLOdBVG+DpoMIX6IsXtTYJlv0eiy4KSq4mIUBIHPaZoGsEmFhvVUilpllMK3r4bblkCO56HM26ELz4Pkw4H4I2dbbyyvTVmxdEOlxu7TSKq8yaa4txMRNIjB7E7MA9h+I1yUnEOy5fUcvcb9Tz63nB9pVe2t3BUbSn5YUKwpx1SyQf7HfR7os9pDb2JLz+2ll1tLl6P8f8/mC17u5lcnNgmtSXTy8iyD8puDHh93P/mbk47ZAI1pYkzTPEgXKPcT5O5kHTG0T9gObwERngmy24LW+pqzIKw/ktZmjd6Rde6FgeZdrFU0pedYaeyMDv5Iab2D+HRr8KHq2HqCXD+n6F85gG7mDczs2Q36ks4ByjNy4xrqWQsGIJ9mWlRxTR4Ew6d0/nhOfPYvKebbz/4HjMq8zmsypDPaHP08/6ebr4VoQzWDFnu7+qPOpzTMMR4LT18EqV5maxYWx9IAsfKxqauwDCgRJGXlcHCqSUBA/Hc5v209PSndXLaJGLwS0TmiMjzIrLJ/3qBiPww8UtLH3osSH0HY7cZN+HwISZrUt8mJXmjv5Fs3+9gWnm+5ZinMTgoSQbC54U3boXbjoemd+Dc38PnHhtmHGDwZhargehwugPhnVRTlh9fpd5Yqff3QIx0887KsHHbpUdTmpfFVXe/FUgSv+Z/io90ox5NyLKhzYXdJgEjk51h51OLpvDM5v3s747dw+3uG+DDVicLahKvFXXS7Eq27O2mpaefFWsbqCrO4dRDrHWopxIrd4q/At/DX+6qlNqAMSP6oMGqUF8wkVRdu1zWhPpMSvKyRp2k3tESXUt/0gYHNW+Bv58JT38Ppp0E16yFRVeALfSvZ31QTXwsdLjcKc8/mJTmZaZFDmJ3u4vy/KywD0KVhdn85bKjaXX085UVbzPg9fHq9haKcjJYUFMS9vxmb0Usv08N7S6qSnIOeLC5ZHEtXp/iAX8sPxY2NXUBMD/C2uOBWeG1cm0Dr9a1cvHiWssiiKnEioHIU0qtG7It8hSMcYRVqe9gplfkU9/uCjl0RyllWerbpHSUHkTfgJf6NmdYkb6hGM1yfWHLdUeFxw0v/wZuPwnad8In/gbL/gXF1WEPM0NMu1qdERu4QtHhcqe8gskkXSS/69usNYstqCnh1xctYO2H7dz46GZe3d7KCbMqIt7sAgKQMXik9e2uYUJ60yvyOXFWBfeta4h5sNXGRr+BSILa7OHVxZTkZXLzi9ux2yTtk9MmVgxEq4jMBBSAiHwS2JvQVaUZPX0DlpRcg5lekY/b4wv5xOTo9+D1KUosdFGblI7Sg9jV5sSnYNZE6/UFVSW59A54E1On3/QW3HEqvPhzmHc+XPsmLPgURMgL9A142dfdx7TyPDw+FZMMertzII08iPSQ/DbmUFvLDXz8qGquOnkG96ypZ09Xn6U8QE6mnfL8LJpiKHpoaHOGNF7Ll9Syp6uPl7aFb+IbiQ1NXdSU5gb6URKJ3SacMLOCAa/ijEMnMjFJel+jxYqBuAb4CzBXRJqArwNXJ3JR6YaVaXJDMSuZQsXJA01yUXgQJXlZ9Ht8MY9xNCuYopl1UJ2IwUFuFzzzQ/jb6dDbDhffB5/8hyG0Z4HGjl6Ugo/MNZqLos1DKKXodLlHHE6fbNJhJoT5IBNNN/F3l84N9D2cNKsywt4Gk2MQgAx0OocwXqf7FWf/+25sk+s2NnYlJf9gcsoc4+e0/Nj0T06bWGmU26mUOh2oBOYCpwInJnhdaYWjzxNVFRPAYdXF2G3COw3DdWMCMhtR5CAG5TZiu5nUNTuwyaDhsoJZgmeGdEbNh6/A7ScYyqsLP2vkGuaeHdUpTEG50+Yaf2ym4bNKT78Hj08l5anRCqV5WfQNxG7440FTZy8+RVR6RHabcPulR/PAl46zXJVUVZwbdYhpUGF2+DUy7TbmVRXF5EV2utw0tLuYX10S9bGx8omF1dx/1bEH6FWlO+Ea5YpE5HsicrOInAG4gM8BdcCnk7XAVOP1KZxub9RJ6oLsDA6dXMj6+uEGYlDqO5oqptEJu9U1O6gty4tKS9/8w68frYHo64JHvw7/PNfocfjco3DeHyEn+qc3s4Jp7qQiqktyA/O1rWImhNOniin13dSDZaTRyZbkZ2eweHqZ5f2rSnJp6uiNKqdlPpyMZLyqS3LYE0PYaqM/QZ1MDyLDbhuxmTBdCedB3IMxVW4jxgS5Z4BPAR9XSl2QhLWlBYFZEDEMPFk0tYx3GjqHJVIDw4KiTFJD7HIbdc2OqCelFeVkUpqXGbiBRItSin/+8y+4/7QY3v4nHHctfPl1mH5yTOcD42aWl2WnoiCL2RMLovYgzIRwOnkQkNpu6gb/E3giu4nBmDHidHvp7rNe41IfpoEPDM2wVkd/1KKSG/wJ6sOr0nscaqoJZyBmKKU+r5T6C3AJsAg4Vyn1rtWTi8hSEdkmInUicv0I+5wqIu+KyPsi8nLQ9l0istH/3nqr14w3poEoiqHTctG0UnoHvMOmhgU8iCjLXCE2D8Lj9bGz1WFJYmMoteX5I2rwhMXZSt+/ruBzH36Hdl8efOE5+NjPIWt0N6GGNkMvSESYVVnAjhZHVFUs5s8vGuOcSMxkeSormRraXWRn2JhQOLpZI5GIpZKpvs1FWX7WiFWE5jn3RSkqubGxi2nleVHlAQ9GwhmIwKOqUsoLfKiU6gmz/wGIiB24BTgLmAdcIiLzhuxTAtwKnK+UOgzDQwnmNKXUkUqpRVavG2/MWRDRhpjA8CAA1g/RrzdzEEUx5SCi9yAa2l0MeFVMs5Zry/Ki8yCUgo0Pwi2Lyf7gUX4/cBHfLvsT1Bwd9bVDESwoN3tiAf0eH00d1m845iyItPMgUhhiqvcbXatSMrESiwDk7gizGqr8hRTRNnRubOri8CSUt451whmII0Sk2//VAywwvxcRK4N0FwN1/iS3G7gfGBqaWgY8rJRqAFBKxVavlkCilfoOZlJxDtUluayvbz9ge6fLTW6mPap8QGBoUAxPmtubo69gMplalkdTZ6+1foOuJrjvYnjoC1A6jQcW3ssfvRdR1xafm5/Ppw4oxzQN3vZmy88tgRtxupS5moYqlhDTK9tbRiWhbRJKxTURVBWb3dTWn/br251hq6vMc0aTh2hz9NPU2ZvU/MNYZUQDoZSyK6WK/F+FSqmMoO+LLJy7Gghuc2z0bwtmDlAqIi+JyFsi8tngJQDP+LdfNdJFROQqEVkvIutbWlosLCs6eqIcFjSUY6aVsn5XxwGJuc4ohPpMsjJs5GfZA6NKo8EsBZ0Zowfh9anwT30+H6y/E249Fna+DGf+HL7wLK/3GKWoe7v64lKl09zTT79f1RNgVqURMoum1LXd6SbDJlH3tSSKgGBflDf6rt4BPvuPddz9xq5RXV8pw+gmUu7apLIwmwybsNeiBzHg9bGnsy+s8ZoUQ4e2maBOZgXTWCWRQuSh/NWhweIM4GiMMaYfA24QEVP16wSl1EKMENU1IhIys6mUukMptUgptaiyMv7lY9HOghjK0dPKaO7ppzEoDNLZO2BZ6juYkhibquqaHVQV58TkBZk3jhHDTG074O7z4bGvw+Qj4Cuvw/HXgs3O1n3dZNqNX4NwyrZWGdTuN6ptivMymVCYHZXkhiGSmJVyoT4Tu00oyY1ebqOxw4VS8OEof66tDjcutzcpHoTdJkyKQr5lT2cvXp8Ka7xyMu1UFGRHldcwO6gPr7bynHtwk0gD0QgE95PXAEM7WhqBp5RSTqVUK7AaOAJAKbXH/28z8B+MkFXSGQwxxZbMWjTVmJMcrAUfjdR3MKX5mTFVMW1v7onJe4DB6pH6oYlqn9foZ7jtBNj7Hpz3J6N8tWwGAP0eLztanAENmkgzuq1QH6LaZtaEgqg9iFSPGh1KLN3U5gNHTAUEQQxVSk00VcW5lsNB9WF6IA44Z0lOVGGrDU1dzKjMT6jE93ghkQbiTWC2iEwXkSwMgb9HhuyzCjhJRDJEJA9YAmwRkXwRKQQQkXzgTGBTAtc6Io7+2JPUAHMmFlKYk3FAP0Rnb2xqorHcSHw+xY5mJ7NjqGACmFiYQ1aG7cBmuf3vG53Qz/wQZpxqNLwd/bkDZDLqmo3qorMOnwzEx0Dsbndhk0FlUDDyKnXNDsu19R2ugbTpgTCJpZvaNBCj7VExGw9HkvmON1UlOZYTylanvRlGJzoPYoFOUFsiYQZCKeUBrgWeBrYADyil3heRq0Xkav8+W4CngA3AOuBvSqlNwETgVRF5z7/9caXUU4laazh6+jyIQH6W9YRyMHabsLC2lLeCKpk6YvQgYlF0berspXfAG5WKazA2mzClNNd4mvP0w4u/gL+cDJ0NhkTGJfdBUdWw47buNRLHC6eWMrEoOz4eRLvLmLWRMfhrO2tCAY5+D/u7rc0o7nC606aCyaQ0L4t2Z3T/r40dxs2zpad/VPmd+jYXIlBTmht55zhQVZLLvq4+S6XJDe0usjJsTCwMr1tUVZLL3k5rDXjN3X3s6+5LioLreCChmTql1BPAE0O23T7k9U3ATUO27cQfako15iyI0cSsF00t5f+e/YAu1wBFuRl0uQYojkKozyQWRde6wJjR2AwEGB22Oc3vwF+ugZYtMP/TsPRXkD9yV+iWvd1kZ9iYVp4XUfrcKmY5ZjBmb8f25p5AwjIcZg4inSjLzwxIT1slOKfV0O7ikEmxeYgN7S4mFeVEVVE3GqpKcvH4FC09/RH/v+rbnEwpzY1YfhtowOv1ROxrSEUH9VgmfadlpwmOfs+oK14WTTP6Id5u6KB3wIvb64vNg8jNpKt3IKrGsDpzzGgUMt8H4HZypeuv/K77OlR/Nyx7AC76a1jjALB1Xw+HTCokw25jekVB3EJMQ2PlpuGzkodQStHhGkjLHES7yx2VBEVjRy+V/sa2WLSITBosynzHi2j6Fhraey3Jf1RFMYxoQ2MXNoF5k3WC2graQETAEcMsiKEcOaWEDJuwvr49pi5qk5K8LJSC7ihKXeuaHVQUZMVW97/zZbjteI5r/hcrvB+l43OrYc7HLB26dV83c/1PtdMr8mh3ukc1MtXR76HN6R4WK68oyKIkL9NSJVN3nyGzno45CLfHR28UchGNHS6On2kY6VilUMxjo1FxHS1Wm+WUUjS0OS1VV0XTob2xqYuZlQVh52drBtEGIgI9/QMxJ6hNcrPsHFZVxJu7OoKE+mKrYgKi6oXY3twTfXiptxMe+R+jfFVsrD/1Xm7wXMEup7UwREtPP60ON3MnGU9p0yuM64/GiwhVwQQEJDeseBAdaabDZGIOL7Iqt9HVO0BPn4fDqooozMmI2UD0ur009/QnpcTVxKqBaHe6cVosv62y2AuhlGJDYxfzdXjJMtpARMAR5TzqkVg0rYz3dnfS4p/lG0sOIlo9JqVU9CJ9Wx+HW5bAO/fCCV+DL79O8aGnAtZlv7fuMxrt5042PQjjqX80vRC7w5Rjzp5ozUC0p1kXtUlpoJvamuE3E9RTSvOYWh6lFEoQVquE4klRTiYF2RkRS10jifQFU1GQTaZdIpa67uvuo9XRryuYokAbiAj09Ec/CyIUi6aW0u/x8XpdKxCjB2HKbVg0EC09/XT3eayVuDpa4N+Xw/3LIK8cvvg8nHEjZOYGYtTDeiFGwKxgMj2I2rI8bAIftozGgxhZ9nlmZQHtTjdtjvCVTOkm9W0SreS3maCuKc0ztLJi7IWIVeZ7tFRZGBwUmANhwUDYbMJkC6WupoKrrmCyjg7ERaAnhmFBoTh6mtEw9+yW/UCsBsIv2GfxSdN8qg7rQSgFGx6Ap74Lbiec9kPDc8gYvInmZNqZWJRt+Ul1y75uJhZlB0I5WRk2akrz2DmKEFNDu4uSvMyQHeizJw5KbpQXjKxIGpD6TjMDURKl4R80ELnUluXz7Ob9eH0q4lzooYwUtks0VSW5EZPU5u+aObQqEpOLcyLmIDY1dWG3iU5QR4H2ICIQrxDThMIcppbnsdP/FB3NPGqTaENMEUX6uhph5afhP1dB+Sz40itwyrcPMA4mU8usy35v3dsT8B5MRlvqGi6ZGqhkijA8yMz/lKZZFVO0OYjGDhf5WXZK8jKZWp7HgFexrzv6oTm7210UZmckffzq5OJc9kYKMbVFV35bXRK5Q3tDYxezJxSQG2NP08GINhBh8HiNypJ4teQf7ZfdyMqwkZMZ/Y++KCcDu00sN8tt299DYU5GoBwygM8Hb/4NbjkWdr1q9DRc8TRMmDviuWrL86hvj3yDH/D6qGt2BPIPJtMr8tnV6oyqlDOY+jDlmFXFOeRn2SMOD2p3ucm0S1wMfjwpys3EJtYVXRs7eqkpNWZi1AbCf9Eb33q/lHaydamqS3Joc7rDDvnZHaXCbFVJLvu6R27AU0qxsamL+Tr/EBXaQIRhNNPkQmHOhyjJzYzpj1JEKM613iy3Zkcbi6aWHnit1jpj9Ofj3zJmNHzlDTj2y2AL/1RVW5bH/u7Ik7t2tjhxe33D3PgZlfk43V5aeqx1PAfj8fpo6uwdMR4tIsycYAwPCkeHM72E+kzsNqHE3wthBcNAGNVA5k00ljxEQ9vwvpJkYKWSqb7dGVXyfHJJDl6forkntBfR1NlLu9PNgiklUa31YEcbiDCYSq6jLXM1OcafhxjNNLOSPGuCfY0dLna2OjnRHJDu9cCrf4DbT4B9m+D8m+Gy/0LpNEvXNW8kkSqZAhVMIUJMQEx5iD2dxpPh1DB6QbMmRB4/2u50p13+waQkLzOqKibTQEwuziHDJlFXMnl9isaO3qRWMJlMLjb7FkLfzPsGvOzv7o+qPyOS0TEVXHUFU3RoAxGGwXGj8TEQMysLKM7NjCn/YFKalxWYaR2OV7cb1VInz66AfRvhbx+B534Ms043xPUWXnaAuF4kzPBOpBvRlr09ZNqFGZUH3syn+StlYslDmNcM1/E7e0Ih+7r76O4b+Sbb6RpIu/yDSZlFIUazB8JM3mbYbdSU5kYt2revuw+315f0BDUMii2O1Pm8O4by28FzhjY6G5q6yLTLsNCnJjzpFYxNM3pGKfU9FJtN+PKpM0dVFVWal2lJLvmVulZqCm3M2vQHeO0PkFsKn/onzLsgKsNgMtViqevWfd3MmlBIpv3AZw9TZG9XDAbCzH2EC4eYieodzQ6Oqi0NuU+7y82cGEULE01pfpalPhOzByJYXC+WueGBMtIkqbgGM7E4G5GRn/bN37FojNdkf7PcSMOINjZ2ccikQrIzdII6GrSBCMNopb5DcfUpM0d1fEleFpv3hJ/46vMpHNtf48HMvyKv1MMRl8DHfgF5ZTFftyw/i4LsyF27W/f2BCQggrHbhGnlsZW6NrS5yLLbmFg0srjb7MD40ZENhJmDSEfK8rLY0NgZcb/gHgiT2rJc3tsd+dhgBmW+k+9BZGf4h/yM8KATS39GYU4mhTkZIY2O0UHdyTkLJse24IMYbSDCMNppconAUHQNE6vud9D+yA3c6buTPvskWP4QzD591NcVEaaUhe/a7XC62dfdN6IbP70inx0xNMs1tLuoKcsNW+c/pSyPrAwbO0boqPb5FB2u9M1BlOZn0eEcQCkVNoke3ANhMrUsn67eAUMl2GJ+q77NRYZNAuJ5ySZcL0RDu4uCGMpvq0tyQ4aYGtpddPd59IjRGNA5iDAEDEQalUVOLMqhd8AbOhyx4wW47Tgq3v8H93hPx/XF1+JiHEymluWFLafcuu/ADuqhTKswQiHRqNGCcTOLlLC024QZFfl8sL8n5Ps9fR58Kv1kNkxK8zJxe324Isx2CO6BMLGaHwqmod1FdWkuGfbU3AKqS3JGzEG809DBzMr8qKvNRmqWMzuotcR39GgDEYZAmWsaeRBnz5+MTeC+dQ2DG3s74L/XwD0Xgj2Ln5T/lvsqvkpFeXhJ7mipLc9jd0cvvhFu8Fv2HqjBNJQZFfm4vb6opn8ppSzXxB86uShgpIZilpCmm9S3iWm4IjXLBfdAmATGwlroUzFpiLLPIN6YzXJD+2Le39PFe41dXHBkddTnrCoJLbexqamLLLuNORN1gjpatIEIg6PPg90m5CZpmIoVqkpy+cjciTywvhG3xwdbHjXE9d67D078Br1fWM3KfTWcPKcy7teuLcvD7fGxf4Ra8637uqkoyGLCCBPATFXXaPIQHa4Bevo91FqIR8+dVMjerr6QkhXmjTedcxAQuUs+uAfCpDZKrSxz31QaiKqSXHoHvMNKtleubSA7w8ZFC2tiOmeHa2DYhL0NjV0cOrnwgEmEGmvon1gYHP2jnyaXCJYfW4s49tN258Xwr0uhYAJc+QKc/hPW7jYa1U6cVRH36waeVEe4EW3dN1xiIxizF+LDCA1twZghLSs18XP9zXmhvIiONNVhMrHuQbiGGYj87AwqCqxVQQF0uQbo6h1ISZOcSbU/9xEcZnL0e/jvO02cd0SV5VxKMKGGEfl8ik1NWuI7VrSBCEN330DayTKgFKe4nuP5nO9Q3vQCfPRHcOWLUHUkAK9sbyUrw8bi6bFXLI1EbZhYt9en2LavJzAkKBQVBUYlVDS9ENFIUh/qv/bWvcOrvAZDTGlqIEwhxjAexNAeiGBqy/IsexCBn2mKQ0xwYLPcqnebcLq9LF9SG9M5q4qHN8vtanPS0+9hgU5Qx4Q2EGFwxEnJNW50NsC9F2Fb9WWcRTM5q/8X7Jj7JbAPPm29ur2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QZmZWkhOEmZmV5ARhZmYlOUGYmVlJThBmZlaSE4SZmZWUaoKQdJyk5ZJWSDq/xPbzJC3NvR6WtEXSrrltHZIeym1rTzNOMzPrKbXHfUtqAb4DvAvoBBZLWhgRy/L7RMRFwEW5/d8LfCoiXi54m6MiYnVaMZqZWXlpliAOBlZExBMRsQm4CTihwv4fAG5MMR4zM+uFNBPEXsAzBcuduXU9SNoFOA74acHqAO6UtETSmeV+iaQzJbVLal9Vi0lazcwGiTQTRKkJ8aLMvu8FfldUvXRoRMwB3g2cLelvSh0YEZdHRFtEtE2YMKF/EZuZ2VZpJohOYFLBcivwXJl9T6aoeikinsv9+yJwC0mVlZmZ1UiaCWIxMFXSFEnDSZLAwuKdJI0FjgBuLVg3UtLo/M/AMcDDKcZqZmZFdtiLSdI84LaI6O7NG0dEl6RzgDuAFuDKiHhE0vzc9ktzu/4dcGdErC84fA/gFkn5GG+IiNt78/vNzKx/FFGuWSC3g3Qd8DaSBuSrIuLRWgTWF21tbdHe7iETZmbVkrQkItpKbdthFVNEnAocCPwFuErSA7meQ6MHOE4zM2sgVbVBRMSrJCWIm4A9SaqF/ijpEynGZmZmdbTDBCHpeEm3AL8BhgEHR8S7gVnAuSnHZ2ZmdVLNozZOBBZExD2FKyPidUkfSScsMzOrt2qqmJ4vTg6S/h9ARPw6lajMzKzuqkkQ7yqx7t0DHYiZmTWWslVMkj4OnAW8RdKfCjaNBn6XdmBmZlZfldogbgD+C/hXoHAuh3VFz0wyM7MMqpQgIiI6JJ1dvEHSrk4SZmbZtqMSxDxgCclTWAufzhrAm1OMy8zM6qxsgoiIebl/p9QuHDMzaxSVGqnnVDowIv448OGYmVmjqFTF9M3cvyOANuBBkmqmmcDvgcPSDc3MzOqp7DiIiDgqIo4CngLm5GZtO4jkwX0rahWgmZnVRzUD5aZFxEP5hYh4GJidWkRmZtYQqnkW06OSrgCuI+m9dCrQsHNCmJnZwKgmQZwOfBz4ZG75HuB7qUVkZmYNYYcJIiI2AgtyLzMzGyQqdXP9UUT8vaSHSKqWthMRM1ONzMzM6qpSCSJfpTSvFoGYmVljqTSS+vncv08BSBpTaX8zM8uWHV7wJX0MuBDYwLaqJj+Lycws46opEZwL7B8Rq9MOxqzZdXfDqlUwcSJIO97frJFVM1DuL8DraQdi1uy6u+Goo6C1FY48Mlk2a2bVlCA+C9wv6ffAG/mVEfGPqUVl1oRWrYL774euruTfVatgjz3qHZVZ31WTIC4DfgM8BPieyKyMiRPh7W9PksPb354smzWzahJEV0T8c+qRmDU5CRYtchuEZUc1bRCLJJ0paU9Ju+ZfqUdm1oSGDEmqlZwcLAuqKUF8MPfvZwvWDdpuru6lYmaDRTXPYvKUozn5Xir5OuZFi5I7RjOzLKpmoNyHS62PiGsGPpzGllYvFZdKzKwRVXP/+9aC1+HABcDxKcbUsPK9VIYOHbheKu47b2aNqpoqpk8ULksaC1ybWkQNLI1eKu47b2aNqi816K8DUwc6kGYx0L1U0iiVmJkNhGraIH7Btof0DQGmAz9KM6jBxH3nzaxRVdPN9RsFP3cBT0VEZ0rxDEr5UomZWSPZYRVTRPy24PW73iQHScdJWi5phaTzS2w/T9LS3OthSVvyg/B2dKyZmaWr0pSj6ygx1SggICJiTKU3ltQCfAd4F9AJLJa0MCKW5feJiIuAi3L7vxf4VES8XM2xZmaWrrIliIgYHRFjcongL/mf8+ureO+DgRUR8UREbAJuAk6osP8HgBv7eKyZmQ2wansxlSpJ7MhewDMFy525dT1I2gU4DvhpH449U1K7pPZVq1b1IUwzsx3r7oaVKyH6cjVs4N9VSZoPiijVH6fc6b4X+F1EvNzbYyPi8ohoi4i2CRMm9CHMxtUoXxKzwa6WA1obafBspTaI9xUsjitaJiJ+toP37gQmFSy3As+V2fdktlUv9fbYTPJzn8waRy0HtDbS4NlKl5z3Frx+W7Q8r4r3XgxMlTRF0nCSJLCweKfcyOwjgFt7e2yWlfqSmFl91HJAayMNni1bgoiI0/vzxhHRJekc4A6gBbgyIh6RND+3/dLcrn8H3BkR63d0bH/iaTaencyscdRyQGsjDZ5VZKiCu62tLdrb2+sdxoDxU17N6mMw/e1JWhIRbaW2uVZ7AKTVmOzZybLBnQ2aSyM1EtebE0Q/+ctklfj70Xx62/6X5RuAHSYISbtI+oKk7+eWp0qqppF6UHBjslXi70fz6U0jcdZvAKopQVwFvAG8LbfcCXw1tYiaTCP1OLDG4+9H88k3End2wt13V67izfoNQDVPc31LRLxf0gcAImKD5FrxvEbqcWCNx9+P5lTtE5az3tuwmgSxSdLO5EYyS3oLSYnCcvy4bquk1PdjMPWSybKs3wBUU8V0AXA7MEnS9cCvgX9JMyizLMt6vfVgk+XehtXMSX2npCXAXJJnJH0yIlanHplZA+tPCaCRHqVgVkk1vZgWAscAd0fEfzo52GDX3xKAG66tWVRTxfRN4HBgmaQfSzpR0oiU4zJrWP3tudKbXjJm9VTtlKNnAW8GLgf+Hngx7cDMGtVAlACyXG9t2VFNLyZyvZjeC7wfmANcnWZQZo0s6z1XzPJ2mCAk3QwcQtKT6TskbRHud2GDmrs21567BtdeNSWIq4APRsSWtIMxMyvFE2gBmzbBmjWwdm3yb+FLgrPOGvBfWWlGuXdExG+AXYATigdPVzGjnJnZgBgUXYO7u+HVV3te/PMJYf367fffaScYPx522y15paBSCeII4DckbQ/FAnCCMLOq9Ld6KBOPtIiADRt6Xvjzr1de2b7P9JAhMHZskgSmTUv+HTcu+Xf8eNh559Tr2irNKPel3I8XRsSThdskTUk1KrMG4rrv/hmI6qGm6RiweXNy4S+++OeX3yh6StHIkcnFvrUVDjhg28V//HgYM6bu9WjVtEH8lKTnUqGfAAcNfDhmjcV13/03UNVDDdExICKpBiqXANat237/YcO23fXvs8+2i39+3fDhtT+HXqjUBjEN2B8YK+l9BZvGAB4oZ5lTqqQwKOq+U9Z01UMbN5a++Od/3lLQX0dK7vTHj4e/+que1UAjRzZwcWfHKpUg/hqYB4xj+3aIdcBHU4zJ6mCwV6OUKyk03cWtATVc9dCWLdsu+qV6BG3cuP3+O++cXOzf9KZtbQH519ix0NJSj7OoCcUO5smT9LaIeKBG8fRLW1tbtLe31zuMpuNqlGTKyNbWpKQwdGjyGIx8SWGwJ8/eqvvnFZH0+CnXG+jVV7efH7SlZfu7/nHjYNddt60bke0KE0lLIqKt1LZq2iD+R9LZJNVNWz+piPjIAMVndeZqlMolhYao+24SNbvZyI8JKFUKWLs2aSwuNHp0crGfPLlnMhgzxpm/jGoSxLXAn4FjgQuBU4BH0wzKasvVKA1YDdKkBuxmo7s76fZZrhro9de3379wTEC+LaCwGmjYsIE4vUGnmgTxVxFxkqQTIuJqSTcAd6QdmNWOL44JlxT6r+qbjeIxAcWlgVJjAsaNS1777dezN1ANxgQMRtUkiHxZba2kA4AXgMmpRWR14YujDYTtbjbGb0ar15avCtq0afuDG3xMwGBUTYK4XNJ44AvAQmAU8MVUozKroO6NoJbo7k76/Rdd+IesXcse5cYE5C/4kydvnwDGjWv4MQGDUTVTjl6R+/G3JHNCmNXNQDWCOslUacOG8oPCSo0JGDs2udgXtgPkq4GafEzAYFRpoNw/VzowIi4e+HDMKhuIRlB36y3gMQGpyMoNSKUSxOiaRWFWpYHocTWouvVGwGuvlb74r13bY0xA95AWXhs6ntF7j0etrT1LARkfEzAQsnQDUulhfV+uZSBm1RiIHleZ69b7xhuVq4EqjQkoSADdY8dz1PGjuf8BNf2FrZ6ydANSzYxy+wLfA/aIiAMkzQSOj4ivph6dWQn97XHVdN16t2zZfp6A4mRQbkzA7rvD1Kk9B4YNLf1nv2ol3P9ANi5s9ZSlG5BqejF9HzgPuAwgIv6UGwvhBGFNq6G69UYkF/ly7QCvvlrdmIB8AujjmIAsXdjqqeluQCqoJkHsEhF/KJpRriuleMyyKT9PQLmnhBaPCRg1KrnYT5rUsx0gNyZgoBtCe3thy0pDbBoa6gakH6pJEKslvYVkFjkknQg8n2pUlir/YacgPyagXCngtde237+fYwLSagit9sKWpYZYK6+aBHE2cDkwTdKzwJMkz2OyJuQ/7H7IPxqiVEmg0piAqVN7JoB+jgmod0NovX+/1UY1A+WeAI6WNBIYAmwA3g88lXJslgL/YVfQ1bXtAXGlqoEqjQnYb7/tG4NTHhNQ7/aCev/+PJeG01VpoNwYktLDXsCtwK9yy+cCDwLX7+jNJR0H/AfQAlwREV8vsc+RwL8Dw4DVEXFEbn0HyeREW4Cucs8rt95plD/susiPCShXDbRu3fbzBAwduu2iXzgmIF8KqOOYgHo3hNb794NLw7VQdsIgSbcCa4AHgHcC44HhwCcjYukO31hqAR4D3gV0AouBD0TEsoJ9xgH3A8dFxNOSJkbEi7ltHUBbRKyu9mQ8YVB1annXVfM7vDfeKF8NtGZNUkoolJ8usvDuP788erRvSxtYpUmerHp9nTDozRExI/cGVwCrgb0jYl2FYwodDKzIVVEh6SbgBGBZwT4fBH4WEU8D5JODpatWPSxSucPr75iAwmRQYUyANb5BXRqukUp/HVuHX0bEFklP9iI5QFI19UzBcidwSNE++wLDJN1N8miP/4iIa/K/FrhTUgCXRcTlpX6JpDOBMwH23nvvXoTXnJqpzrVP7R2VxgSsXVt+noDx42H69J4lgREjGv+Dsj5phGqurKuUIGZJejX3s4Cdc8sCIiLG7OC9S/13FddnDQUOIqnC2hl4QNJ/R8RjwKER8ZykicBdkv4cEff0eMMkcVwOSRX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      },
      "metadata": {
@@ -1039,14 +1039,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 85,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
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      },
      "metadata": {}
@@ -1071,16 +1071,222 @@
     "plt.show()    "
    ]
   },
+  {
+   "source": [
+    "## Surface Pressure"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "source": [
+    "### Linear graph of Surface Pressure for all Tornados"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
   {
    "cell_type": "code",
-   "execution_count": 86,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "plt.ylabel(\"Surface Pressure\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    plt.plot([0,NUMBER_DAYS],[getDataByFieldAndIndex(5,i).astype(np.float).flatten()[0],getDataByFieldAndIndex(5,i).astype(np.float).flatten()[NUMBER_DAYS-1]])\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Mean and Median of Surface Pressure across all Tornados "
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"277.314375pt\" version=\"1.1\" viewBox=\"0 0 401.690625 277.314375\" width=\"401.690625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-03-24T22:04:57.564391</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style 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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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pIt8T92OuiGSIyEPu+qsiUpXI+wmbvMlw6Q+Qj75ET/nJXN9+N613ngJbn4AEfpLeWd/OgDKiR5KbkUpaikTtkdS0dNHY3s3SAPmRcCjLywjpkTQECW0BzCzNAWB3Y0dUr20YRvxJmCERkUXADcBpwBLgEhGZA/wMuF1VFwO/Bz7jHr8QuAo4CbgIuEtEUtzL/Qi4EZjjfl3krl8PHFHV2cC3ga8n6n6iYvJiyv71SR6Y+U0OH1V46Br4+Tvh4OsJebmtrupwqB4ScBLXsTQlbnAVf0+OwiMBx5CESrZ7HonnOflTZYbEMMYcifRIFgCrVLVTVfuAF4DLgXnAi+4xzwDvcR9fCvxaVbtVdTewEzhNRCqAfFV9RZ3A+C+Ay/zOuc99/DvgfBkalE82Ilz5gev5t7If8WX9MP312+Cnb4VHboSWA3F9qe2H2shI9VFVkjPisUXZ0cukrDvQTHqKb0SDFYzS3PSQyfbG9m4Ks9NISxn+5zmtKIsUn5ghGYPsberg079dH1C005jYJNKQbAJWikiJiGQDFwOV7vq73WOudNcApgL+gycOuGtT3cdD1487xzVWLcAw7XQRuVFEVovI6oaG0a2iAshITeEb71vOPd3n8buzHoOzb4PNf4DvnwLPfhm649O8uO1QG/Mm55HiG9mWxuKRrN/fzIIp+WSkpox8cAAcj6QnqLBlU3tPwLAWODL404uz2dNkhmSs8eBr+/ndmgO88qaVZ59oJMyQqOpWnFDTM8BTwHqgD/gQcLOIrAHyAC9rGujdT0Oshzpn6F7uVtUVqrqirKwswCmJZ2ZZLmkpwu72VLjgv+Bj/4D5l8BL34LvLYc1P4eB2D7JeRpb4VCck86RKKTk+weUTQdbB/W1oqE0N4P+AaX5aODXb2zvpiRAWMujqiSb3Y3xG+trxIcX3FJ36/M58Uhosl1V71HV5aq6EjgM7FDVbap6oaqeAjwIvOkefoBj3gnANKDGXZ8WYP24c0QkFShwX2fMkeITphZmsd+ba140A957D3z4WSiuhsdvgR+fDTufjer6DW3dNLb3jJho93A8ksgrn3Y1tNPe3RdVxZbHoExKkPBWU3sPpXmBPRKA6tJc9jR2WAlwnKlpPso/9hyO6vda19o1mKMzj+TEI9FVW+Xu9+nAFcCDfms+4D+BH7uHPwZc5VZiVeMk1V9T1VqgTUTOcPMf1wKP+p1znfv4vcBzOobfXaYVZQ+Xl5+2Aj70NFx5H/R0wANX0HXvZXzy+w+GNbfDw1MbDjdvUZyTTsvRXnr7BwI+v6WmlT9trB32prLOTbQHkkYJF0/6JFjCvaG9m9IQHkl1aTZHe/upa43PlEfD4UuPb+HKH7/Cxd97mUfXHQz6txEIzxt5+0mT2FzTQksQb9OYmCS6j+RhEdkCPA7crKpHgKtF5A1gG45ncS+Aqm4GfgNswQmF3ayqXqznJpxqr504HsyT7vo9QImI7AQ+Cdye4PuJicriLA4cDhCSEYGTLnPCXRd+Bd/B1Xyz8SbaH/5YQIXhQGyrdfIskXgkAM1Bwltf+eMW/vWXr3PV3at4028OyPoDzeRlpA6W4UZDaQiPpLuvn7auvqA5EjhWubWr0eaTxJM36tuYU55Lb/8At/x6HW/55vP838u76QhD3POFNxooz8vg/51VzYDCa7vHZGDASBCJDm2do6oLVXWJqj7rrn1XVee6X7f7exCq+lVVnaWq81T1Sb/11aq6yH3uY945qtqlqleq6mxVPU1VdyXyfmJlWlE2TR09dPYE+Y+ZmgFnfZy7lz7ML/ovZPreh538yRCF4UBsPdRKeV5GwJLZQBxrShwe3lJVttS2sqAin621rbzjuy/x/Wd30NM3wIYDLSyeVoAvjIR+MEKFtjx5lKFd7f5Uu4Zkj+VJ4kZf/wD7D3fytoWT+POtK/nZtSuYWpjFl57Ywtlff+64DxOBzn3pjQbOnVvG8hmFZKT6+PubjaO4eyPZWGf7KOJNLBxpeuK21jS+2Hcdn5v8M6heGVBheCjbD7UxP8iM9kAUZwc3JLUtXTR39nL1aZX85VPn8rYFk7jzmTd41/dfZmtta0xhLYC8jFTSU30BQ1vHdLaCG8QpBVmkp/qsciuOHGw+Sm+/UlWag88nXLBwEr/56Jk8fNNZdPb0c+/fdgc9d/2BZlq7+njLvHIyUlM4ZUaR5UlOMMyQjCKVxdkA7A8U3vJjb5Pz/PON+UEVhv3p6x9gR107C8Ks2AIozg1uSLyk6cKKfMrzMvnhNcv52bUraO3qpbdfWRqjIRERynIzAnokwXS2/PH5hKqSbHY1mCGJF7vcvpyhIctTZhRxyclT+P3rB4POr3lhewM+gbNnlwJw5swSth1qi5uMzdbaVu5ftZfWLsu7jFXMkIwi4Xgkqsqepg7SU3zUt3U7b6wBFIZ56J+hySl4293YQU//QEQNgoMeSQAp+S01XuL+mIdzwcJJ/Pm2lfzwA8u5YMGksF8nGMFkUjxDUhbCkABUleSYRxJHdrtGuTpA7uuaM6bT0dPPY+tqhj0HTn5k2fQiCrIdAc8zZzmtXK/GqQz4h3/dyR1/2MRZ//0c//2nrRxqSbxunREZZkhGkbLcDDJSfSE9kiOdvbR19XHOHOfTnecdDFUYZudz8MPT4al/Z+c+p18z3EQ7OON2AQ63BzAkta3MKMkmNyP1uPW8zDTeeXJFWA2PI1Ea1CPxciShcz3VpTnsa+pMyvCwicjuxg7yM1MD5tiWVRayoCKfX766d1gVX1N7NxsOtvCWucf6s06eVkh2ekrc+klqmo8yb1Ieb5lXxk9f2sU533iOT/1mfdLGWRvDMUMyiogI04qyQnoke91P2W9fNBnwMyQefgrDLLkKVt3FW566kOtTn2JWcXiJdnA6xPMyUzkSyCOpbWVhBPmWaAimt9XU3k1WWgo5Q4zYUKpLc+jpH6CmefQk+icye5o6qC7LHSb7D87f7TWnT2dzTevgQDOPl3Y0ogrnzjtmSNJTfayoKo5bnuRQSxcnTc3nBx9YzgufeSsfOG06f9xYw0XffZHX9x2Jy2sYsWGGZJSpLM4+1pQYAC8/snx6IZPzM9laG+RTl6swzEdfYlfabO5I/QXpPzkzIoXhQE2JbV297G3qHBVDcrijZ5hH0djeTWneyAZxvIg3/mVL3bjQntrV0EF1SXbQ5y9bNpWc9BR+uer4oWIvvNFASU46i6Ycr3Rw5swSdtS3R9QLFYj+AaWurZspBU5YuLI4my9euogX/+2t+ET467bwyuONxGKGZJQZySPZ09SBiFMqvKAib7hHMpTJi7lh4D/4ybT/AV/aMYXhmrUj7iWQIfHCBQunJNiQ5KYzoNA0RO+rqaOHkpzQ+REYH3Lymw628OFfrObx9YFzC2OFrt5+alqOUl2aG/SY3IxULl02lcc31NDi9h4NDCgvvtHAyrllw8rBvTzJqhjDW/VtXfQPKBWFmcetl+dlMn9ynnkkYwQzJKNMZVE2LUd7g1ag7G3qZEpBFplpKSyoyGdnfTvdfcE/0bYc7aWmtZuB2RfCTX+Hd94JDdvh7rfAIx8JqTBcnD3ckGzxKrYSbUi82e1tx79+Q1t3yGZE//Nz0lPGtCFZs9d5k3tzjFeX7W3qRBWqy0I3mX7gtOl09Q7wyFrnb2pTTQtNHT2cO3e4ft2iKfnkZqTGnCepaXYS655H4s+y6YWs399iebIxgBmSUWakEuC9TR1Md49ZUJFP34Cyoy54M5jnQcyvyIOUVDj1w07+5OzbYPPvQyoMB/JIttS0UpidxuT8zGHHx5PB2e3twz2SUD0kHiLCjDFeueXJyewZw8YOYLerEDCSWsGiqQUsrSzkl6/uQ1V5YXsDIgwWhviTmuLjtOpiVsWYJ/HGVE8uGP73uHx6Ee3dfeyot6R7sjFDMsqMVAK8t6mTqtJjhgQCJNz92HCgGeD4nEZmQVgKw8U56Rzu7DmuEsdLtCd6rEug7vaBAeVwR3AJ+aFUl+WMaY9krRt2GcvGDhhUUq4KQ/bmmtOns7O+ndd2H+b5Nxo4eWpB0J6fM2eWsKuxg7rW6Mt1vVLfQB7J8ulFALy+tznq6xvxwQzJKFNZFNwjae3qpamjhxnuYKrq0hwy03zBE+7As1vrmTcpj0mBPIgRFIaLc9Lp6Rugo8cxLn39A2w/1JbwRDsc80j8K7eaj/bSP6Ajlv56VJfkcODIUXr6whcXHC2OdPSwp6mTjFSfGzoau+GX3Y3tlOVlDCv3DsQlJ08hPzOVu55/k7X7jgQMa3l4eZJYqrdqmrvITk8hP2v43maUZFOckz5osMcyvf0D46LoIlrMkIwyhdlp5KSnBPRI9rkVWzPc0FaKT5g3OT+oR9LS2ctrew5zwcLy0C8aQGGYB97DjIF9gPOmB07iurtvIOH5EYCcjFSy01OO80g8oxK2R1KaQ/+AhqyCSxZeWOuCBZPGvFLx7saOgI2IgchKT+E9p0zjhTcaGBhS9juUBRX55GemxmRIaluOUlGQGbQseVll4bhIuH/qN+u57Id/G5MfeuKBGZJRRkSoLM7mQIA3P6/0d4bfqNyFFXlsqW0N+In2+Tfq6R/Q8DrNhygMs/8fvP3FK/hq6j20NB4ERi/R7jG0l+SYPEp4HknVoHjj2Asdrd3fjE/gXUsqgPhXlwWbLhkNuxs7IlJzvub06QAUZKWFnEuT4hNOn1kSU8K9pqWLigBhLY/lM4p4s6GD5gD9UGMFVeXlnY1sO9TGT18a07qyUWOGJAkEnEvCsVj6DL96/gUV+bQc7aU2gCzEn7fUUZqbEdmQKVdhmFvW0bDgWt6X8jzzf3MuvHQnbxyoJz3Fx6yy4GWg8WRod7vX1T6SPIpHdRxLgH/0/Jtx7UlYu+8IcyflcZLbX7E3jnmS57bVsfALT/HAquGd5pHScrSXxvaesD0SgNnlebxzcQVXLJ9Kakrot5CzZpWw73AnB6NsHD3keiTBWDa9EHAMd6Ss3Xck4Ae6eLOnqZPDHT0UZqfxvWd3xPVvYaxghiQJTCvKYv/h4XHzvU0dTlmrX6w6WMK9p2+AF7Y3cMGC8ugk3bOL6Tzva1zY8w3qS06HZ7/Ev6x9HzcU/oO0xObZBxkq3NgUhmCjP0XZaRRkpcXFkNz11508MKTZLloGBpT1+5tZNr2IKYVZpKf42B3HN48NB1ro6h3gP/+widseWhd8LEEYeN5cJIYE4IfXLOcL7zppxONiyZP09g9Q39ZNRWFwj2TJtEJ8Amv3NUd8/ZseeJ3/eXJbxOdFipfD+c77l5KW4uOORzeP6ZxZNIRlSETkbBH5F/dxmTvB0IiSyuJsOnr6h81M39PUOZgf8fBmsA81JK/ubqK9uy8mAcXi3HR2awV/POlO9LrHaezP4TMddwZUGE4EgUJbKT6hMCstrPNFhKrS2EuAO3v6aOvuG1TAjZVdjR20dvWxrLKQFJ9QWZwV1/BbXWs3xTnpfOptc3l0fQ2X/fBv7KyPbsiX97ubOUIPSbTMLc+jKDuN13ZHbkjqWrtQhSkhPJKcjFTmTc6POOHe2z9AXVvXyA2/ceD1fUfIzUjlnDllfOrCubz4RgNPbKhN+OuOJiMaEhH5AvBZ4HPuUhrwQDgXF5FbRGSTiGwWkVvdtaUiskpE1onIahE5zV2/xl3zvgZEZKn73PMist3vOW9cb4aIPCQiO0XkVRGpivD+k8KxEuDj3ep9TZ3H5UfAEUqcXpw9rHLrL1vqyEzzcXaAGv5wyctIJS1FONzZQ0PJabyj68u8eNKXAyoMJ4LS3AyOdB4b99vU3kNxTnpEHtbM0pxB5dpoqXcT4fsOd8YlGeol2r2wS1VJTlyHcNW3djE5P5OPnz+H+z90Ok3tPVz6g5ej6qDf1dCBT471N8Ubn09YUlnIhiEaXeHghXNDeSTgyAmt29ccUd6ooa0bVefDW6Krqdbua2ZJZQEpPuHaM6tYPLWALz2xZUKNIw7HI7kceDfQAaCqNcCIeuUisgi4ATgNWAJcIiJzgG8AX1TVpcDn3Z9R1V+q6lJ3/YPAHlVd53fJa7znVdULZl8PHFHV2cC3ga+HcT9J51gJ8LG48dGefg61dlEVQO9oqFSKqvKXrfWcM6eMzLSUqPchIhRlp3O4vYfNta0oPtJPuSagwjBH418Z4/WSeMOsGtvD62r3p6okh5qWrpjeDLw+h/4BZd/h2D2HdfuPkJeROphrqirNYe/hjrglyOvauijPd35PZ88p5YlPnM38inw+/uBaHnk9uJJBIHY3djC1KIuM1Oj/jkbi5GmFvFHXFnEIzhPkDJUjAVg2vYi27j52hpjiOBT/f/NQ0x9jpbOnj22H2lhW6fS8pPiEr12+mKb2br719PaEve5oE44h6XFH2yqAiITrAy8AVqlqp6r2AS/gGCUFvLKgApy57UO5GngwjNe4FLjPffw74HxJdCddHJhWPNwj2ef2lcwIEKteUJHP7qaOwf+IW2vbONh8lLfFYS6I15TozSBZUJEfUGGY7y6FVT+CvvhVx3gd7F6epLE9vK52f7zmTa/iLRrq/PI08ZAzWbuvmZMrj40jrirNoavXCaXEg7rWbiblHXtzrSjI4tc3nkFFQSbPb2+I6FpO6W9iiyuWTCtgQGHTwcjCSF4z4kiGZLnr+b2+N/wPO/5NkomUo99wwJFwWT6jcHBt8bQCrj2zigde3TvovY53wjEkvxGRnwCFInID8Bfgp2GctwlYKSIlIpINXAxUArcC3xSR/cC3OBYy8+f9DDck97phrTv8jMVUYD+Aa6xagJKhFxORG90w2uqGhsj+oyWC/EwnSezf/zBYsRUgxLCgIh9V2Ob+wT+zpQ4ReOv8EfpHwsCTSdlS28q0oiwK/PMTfgrDTFkKT90Od50ekcJwKAa729ud/9TReCQz3TdBT+YjGur93lRi/XR6tKf/uE+g4DROQnyqy/r6B2hs72ZS/vG/p7QUH/Mm50WUK1HViEt/o+Fkt6rQU2EIl9qWLvIyUsnLDJ0zqy7NoSg7LaJ+Ev++nu11iTMk3p78/x4APnXhXMrzMvjcIxvp6x//vSUhDYn7hv0Qzqf9h4F5wOdV9fsjXVhVt+KEmp4BngLWA33ATcBtqloJ3AbcM+Q1Twc6VXWT3/I1qroYOMf9+qB3eKCXDrCXu1V1haquKCsL3kA1mlQWH68C7DUjVpUM/0+9cEjl1l+21rGssnDwjTgWinLSOdLRw9ZQM0gmL4YP/gE+8NuIFYZDMVS4sam9h5IAg5VC4Xkku2PIQdS3dZOe6qM8LyPm8b0bDzqfQP3HEXt7jEeepLG9B1UoD6BkMLsslzcb2sMWMWxs76G9uy/iiq1IKcvLYGphVsSfvmuajw5T/Q2EiLBsehGvR1C5dai1i1SfMH9yXkI9krX7mh1DN+TvOi8zjS+++yS21raOSuVYoglpSNyQ1h9U9RlV/YyqflpVnwn34qp6j6ouV9WVwGFgB3Ad8Ih7yG9xcij+XMUQb0RVD7rf24Bf+Z1zAMfLQURScUJlh8PdXzKZVph9nEzKnqYOCrPTBseVHndsURZ5malsrW2ltuUoGw+2cMHC2MNaACU56Rxq7WJ3Y0foRkQRmBu5wnAo/IUbO7r7ONrbT2mExjEvM43S3IyYPJK61i4m5Wcwy30jjoV1+51PoEvdcAs4oaf0FF9c+gfq3fBYIEmcOZNy6e4b4GCIMQX+eB5SOBpbsXLytIKIE+61IzQj+rOsspCd9e1hJ7DrWrsoz8tgQUV+wgyJqrJ235HBoouhXLSoguvOnMHPXt4dcW5rrBFOaGuViJwazcX9qqumA1fgGIga4Fz3kPNwjIt3vA+4Evi131qqiJS6j9OAS3DCZgCP4RgmgPcCz+k4KdD2PBJvu3sDlP56iAgLJueztbaNZ7c6dQbxyI8AFGWn09nTj+qxnpWQRKgwHIrMtBTyMlNpaOseTLhH6pEAVJdmx/Rpv761m/K8TGaW5bCroSOmGv+1+5qpLM46LkSX4hOml2THJbTlhWSGhrYAZpc7Yb5w1XDDVf2NB0sqC9l3uHNQjiccHEMSngr18hlO6Chcr6eutYtJBZnMnZRHbUtXQiqo9h8+SmN7z6C4ZCD+85KFnDGzmNsf2Rhx6G8sEY4heSvwioi8KSIbRGSjiGwI8/oPi8gW4HHgZlU9glPJdaeIrAe+Btzod/xK4ICq+usIZABPu6+5DjjIsRzNPUCJiOwEPgncHua+ks60omy6+wYGZdT3NHUMK/31x6vc+vOWOmaUZA++acSK/4zuiMQaw1QYHomy3Awa2rsHfw+ReiTghANjafirazvmkbQcdYQzo2Xd/uZh8XBvj/FQAfaSxIE8ktllTjFluHmSXY0dpKf4mDJCeW08OHma0+G/Psw3y+6+fhrbu8P2SJZUOo2J4SbcvYIFr0/rjQTkSda63mkwjwSc3NYPP7CcstwMPnL/mkGPc7wRjiF5BzALx3t4F45H8K5wLq6q56jqQlVdoqrPumsvq+op7trpqrrG7/jnVfWMIdfocI8/WVVPUtVbVLXffa5LVa9U1dmqetoQAzSmqXQrt/YfdtRra5qPBiz99VhQkU9nTz8v7WjgggWT4ibz7hmSvMzUwf6WiBhBYXgkSvMyXI/ENSRhTEccSnVZDg1t3bQFGRY2Eg1+HgkQdZ7kUEsXtS1dx+VHBvdYms3eps6YS4DrW7sQCey5FWSnUZaXwY4wDcnuhg5mlGSTEo0yQoQsnlqACGGHt+panL+HcHIk4ExwnDsp/ImJdS1dTC7IZJ5rSLYlILz1+t4jZKenMG9S6G6JktwM7r72FI509vCvD7w+LoUdwzEkGuTLiAGvl+TAkU4OHOlkQAnpkXj5C1Vi6mYfimdIYp5BEkRhmPqtIU/zuts9na1w5rUPxauKiqYEuKPb6Wovdz0SiL5yK1B+xGNGSQ7dfQMcimE2BzifpEtzM4JqXM0pzw3bI9nTFL7qb6zkZaYxqyw37PBNjTvQKtAckmAsm17Euv0jNyb6/5tXFGSSl5nKGwkwJGv3N3PytIIR9cgATppSwDffu4TVe4/whcc2x30viSYcQ/JH4An3+7PALuDJRG7qRGCq34CrY6q/wT2SuZPy8ImjuHpqVfCYa6QMGpJ4KP4GUBjmR2fB47dCe2BBRE9vy/NIiqPJkXieRBQ5iHq3h2RSXiZTC7PISPWxK0pDsnZfM+kpPk4K8LusjpNSsReGC8Zs15CMlOfpH1D2NHWOmiEBJ7y1bn9LWDmoUJMRg7F8eiFtXX0jfhDwwoOT8x15+nmT4l+51dXbz5aa1pD5kaG8a8kUbnrLLB58bR8P/WNfXPeTaEY0JKq62A0rLVbVOTgVUy8nfmsTm+z0VEpz0zlwpNNP9Tf4f+rMtBROmVHEu5dMCesTTrhMLcoiLyOVs2dHL7UyDD+FYU67Edbe7+RPXroTeo+vKCrLy6Ctq4+DzUfJz0yNqsN6RnH0b9L1fjkHn0+oLs2JOrS1dn8zC6bkB7wHrzIqVvHGoc2IQ5lTnkt7d9+I809qmp2Q6mgakiXTCmls7w6oZD0U75gpYYa24FjCfaTw1rGCBefa8ybnse1Q4FEN0bLxYAt9AxqRIQH49IXzWDGjiO89u3NczaKP+B1JVV8HoqriMo5nalE2+w87HklOesqIXd0P3XgmX3z3yIqrkZCfmcb6L1zI+XEMlw2SXQzv+Dr866tQvRKe/RL84FTY8FsYcOLAnmT8tkNtETcjemSlpzClIDMqQ+J1tXuSI9GWAPf1D7DxQAvLAuRHACryM0lP9cXskTS0dQXsIfGY5RZhjBTe2h2l6m8seAn3cMJbtc1dFGSlkZ0+8tRGj+qSHAqy0kZUAh5asDBvch6tXSMb30jwkv6BwpyhSPEJ151VxcHmo/xtZ2Pc9pNowhFt/KTf16dF5EEg+e3hE4DKoiwOHOlkr1uxNVKOwueT6CTjRyAR1zyO0tlw9a/guicgqwge+bCrMPzKYE5kewyGBJxP/FGFtrw3FfdT/qyyHPYfOUp3X2TaXdvr2jja2x+0QsfnE2YUZ7MnBimX3v4BGtt7Qoa25pQ7id2RSoAHDUmCVH8DsaAin7QUYX0YCffaEeaQBMLnE06eVsDmmtBSLMcMifN79JLh2w7FTwl47b5mZpRkR/U3feFJkyjMTuOh1fvjtp9EE45Hkuf3lYGTL7k0kZs6UagszuZg81F2NXaEzI9MGKrPgRtfgMt+7CoMX8Qpq25hhhziaG9/2JMRA146Sjl5r6vdmwk+syzXEW+M8A1/UPE3QOmvR1VpTkweiadJFqj016M0N52CrLSwPJLcjNSwh4jFg8y0FOZPzmd9GL0eNc1dUZUlV7u/41BhqkOtXeSkpwxKr3iVW/HKk6gqr+87EnFYyyMjNYUrlk3jz5sPcTiGUvTRJJwcyRe9L+C/gcdVdXwWO48xphVl0duvTjNiiPzIhMLng6VXDyoM5x18gWfSP8N/pt7PtMzoQwvVpTk0d/ZG1PAGx7raPW/QKwGOVLzx7282UZqbMVjWHWyPew9HXwI89JN0IESEOeW5I5YAe3PaR1vj9ORpBWw80DLi76C25WhEiXaPqpIc2rr7QvYC1bd2H2eMC7PTmZSfETdDcrD5KPVt3SH7R0bi/adW0tuv46bjPZzQ1q9EJN9V/d0CbBeRzyR+axMfrwQYCNlDMiFxFYb7/nUNj/Sfw4dSnuJT294ftcJwdZTJ7PohyeuZUZQAd3T38ezWOi5aFLq/p6okx+kZaolu7KwXwy8PkWwHp3LrzTAMyWhIowxlSWUhbd19If+dunqdoW+hBloFI5zquEOtXcO8unmT8+Mm3ujlaKL1SJz95LG0spCH/rF/XExTDCe0tVBVW4HLgD8B0zkmmmjEgH8D4PQTzZC4pBdN4evpN/POnq9xpGBh1ArDg1VREXoS/rM9wGlsm5QfmXjjM1vq6Ood4N1LpobeY0lskvde13N5CI8EHEPS1NETNCzS3dfPgSOjW/rrscRVAg4V3hocaBVBD4nH4N9BCEPieaH+zJvkeHHxUOJ9fd8RMtN8g13z0XLVqZXsqG+Pah79aBOOIUlzNa4uAx5V1V6sITEuTC3KwvsAG0j190ShNDeDrTqD9W+5N2qF4cqibHxCxHkST2fLn0grtx5bX0NFQSYrZoT+BBrOm1wo6lq7SPEJJSN0/88eoXJr7b5mBhQWxPhGFw2zy3PJTk8J2eFe6w20iqD012NaURYpPgn6d6CqjhdaMNwj6ekbiKkYwmPtvmZOnlYYc5n+JUumkJ2ewkOvjf2kezh3+hNgD5ADvCgiM4DEDzo+AchITWFSnlMWOjlEAnWi48nJl+ZlRq0wnJ7qo7I4MmHEju4+2rv7hoU5HPHGkZv6AI509PDiGw28a8mUEavfJudnkhFDCXB9azdluRkjSprMmRS6cuvpzYdIT/Wxcu7oj1RI8QmLphaE1Nyq8XpIovBI0lJ8VBZlBRXxPNLZS0//wLBenHhpbnX19rO5piWmsJZHbkYql5xcweMbamjvjmy65GgTTrL9e6o6VVUvVoe9OEKORhyoLM5iRnF24ktwxzBeiWSJV0EUTGH4ua+EVBiuKsmJyJB4Xe3lQ4QiZ5Xl0toVOmHr8eSmQ/QNKO9eMmXEY30+iUm8sa5t+ECrQEwpyCQ7PSWgR6Kq/HlzHefMLiUnI/wejXiyxC3RDaYpdSiKrnZ/qkqD/x14UxeHXnt2eS4+iV1za9uhNnr7NaDeWjS8/9TpdPb088T6QINkxw7hJNtvcZPtIiL3iMjrOAKORhz47EXz+a84NxmONwY9kqHlv0MVhl/8ZkiF4XBKP/0JpqQ7mHAPQ7PqsfUHmVmaE1AWJRAzSqLvJalvDd2M6CEig1IpQ9lc08rB5qO8/aTJUe0hHpw8rZCevoGgn/5rWroozkknMy26OfKesQ70d1DXFrjyLTMthaqSHLbH2Euy8aATslvsNl/GyvLphcwpzx3zPSXhhLY+5CbbLwTKgH8B/iehuzqBWFFVzD/FU55kHHL+gnKuWD6V3GCfkMNUGK4uzaGjp3+w32Ik6od0tXvMClO761BLF6/uPsy7lkwJu4y2ujSHfU2dUclfBEoSB2N2WWBD8vTmQ/jE+Z0nC+/TerDwVm1z5M2I/lSX5tAZ5O+gPoQM/7zJebxRF9tgs80HWyjKTouq4iwQIsL7T61k7b7mhE5yjJVwDIn3P+Ri4F5VXU/gEbeGERVnzSrlf9+3dOQ34xEUhqsjTGYP7Wr3mFKQRWaab0SP5IkNNajCu5eOHNbyqCrNoaffGRsQCd19TklsKJ0tf2ZPyqW2pWuYtP7Tmw9xalXxsTBiEphWlEVRdhob9gdOuEcyGTEQoYoaDrUEL6GeOymPPU0dHO2JTNXAn001LSyaWhDX/pzLl00lLUV46B9j1ysJx5CsEZE/4xiSp0UkDxh/gvnGxCCEwvCsbCdkFLYhaesmw6+r3cPLZYzkkTy+voZFU/MH5efDwavOi6a6DEYu/fWYPdgPc+x1djd28EZde1LDWuB8yj55WmFQj6QmVo8kxO+4rq2Lkpx00lOHv/XNn5yHavgTJofS3dfP9kNtLJoan7CWR0luBhcunMwjaw+M2Vkl4RiS63EmD56qqp1AOk54a0Tc/MomEdksIre6a0tFZJWIrBOR1SJymrteJSJH3fV1IvJjv+uc4k5m3Cki3xPX3ItIhog85K6/KiJVEd29MX4JoDA85Rf/xMfTHmN/Q1NYl6hrdXpIAn16nFUeugR4T2MH6w+0hJVk96eq1OkliTRPcqyHJLw32MHKLb88xNObDwGOllOyWT69iDfq2o7bHziVdK1dfVGV/npMKcwkLUXYHaByq64leJ4pVqmUHXXt9PYri6bE15CA82/W3Nkb9qyZ0SbcwVYLgU+4P+cAI/4ri8ginLG6pwFLgEtEZA7wDeCLqroU+Lz7s8ebqrrU/fqo3/qPcEbyznG/LnLXrweOqOps4NvA18O4H2Mi4acwLNUr+VTKr/nQ2vcdpzAcjLrWrqCholmlOew/3BlUvPFxt4rmkpMjMyST8jLJTIu8BNjzSMINbVUWZZGe4mOnnzH88+ZDLJqaz7Si5De//vMZ08nNSOULj20+LileG0Ppr0dqilMKHuh3XNfWxeQgXt2MkhwyUn1RG5JNbqJ90dQ4zPYZgtcbtKtx/BqSu4Azgavdn9uAH4Zx3gJglap2qmof8AJwOY5h8n7TBUDIujYRqQDyVfUVdf7ifoHTHAmOeOR97uPfAedLoI+XxsTHVRj+ZsWdHB7IPU5hOBj1bd1BBRBnlecyoIG70FWVx9bXcFpVccTCgoMlwBEaknB0tvxJTfExsyyHnW7yuL61i9f3NXPhwuSGtTxKcjP4zNvn8fc3m3hiQ+3gujfQKpbQFjjhrUChrUMtwf/NU3zCnEm5UUulbKppIS8zlenF8TfUXv4v2lk5iSYcQ3K6qt4MdAGo6hGc8NZIbAJWikiJiGTj5FgqgVuBb4rIfuBbwOf8zqkWkbUi8oKInOOuTQX8u9EOuGvec/vdffUBLUBJGHszJii9lf/EJT1fYeDSHw0qDPPQP0PTm8OOrW/tHiw9HsrMUvcTYIDw1rZDbeyob+ddESTZ/VlQkc/a/c0RyXHUtXWTliIUZYevkDyrPHfQI/nzljqApOdH/PnA6TM4aUo+X/njlsGGu9pmb6BV9B4JuErLTR3HiUP29g/Q1NEdMjw4b1J+1B7JxoOtLJoS30S7R3Z6KlMKMqOe3plowjEkvSKSgiuLIiJlhJFsV9WtOKGmZ4CngPVAH3ATcJuqVgK3Afe4p9QC01V1GfBJ4Fcikk/gCjHvryPUc4OIyI1uPmZ1Q4ONUpnIVJfm0N0HNVWXDSoMs/M5+OHp8NS/w1Fn4FCwrnaPUCrAj62vIcUnXLwoujflt580icMdPby2+3DY59S1dlGelxlR4+qc8lz2He6kq7efpzcfoqokm7mTwi8MSDQpPuFLly6irrWb7z+7AzgW2gq3qCAYVaU5dPUODPaNgCPDr0pIFYmTpuRT39YdsTHp7R9ga21rQsJaHjPLcqOauTMahGNIvgf8HigXka/ijNn9WjgXV9V7VHW5qq4EDgM7gOuAR9xDfouTQ0FVu1W1yX28BngTmIvjgUzzu+w0joXDDuB4OYhIKk6obNj/TlW9W1VXqOqKsrLRl4UwRo/BqqjGzkGFYT7xOiy5ClbdBd9dCqt+RH2z80YxtKvdIycjlcn5mccl3AcGlJd2NPDI6wc4e3Zp1CW0584tJysthT9urB35YJf61u6I31xnl+ei6sxKeeXNJt5+0uRRl40fiVNmFPG+FdO45+Xd7Khro7blKKW5GVGNXPbHq9zyr+ALJzx4+bKp5KSn8MO/7ozo9d5saKenbyDuFVv+ONI94TfcjiYhDYmI+IDdwL/hzCKpBS5T1d+Gc3ERKXe/TweuAB7EMQLnuoech2NcEJEy1/NBRGbiJNV3qWot0CYiZ7j5j2uBR93zH8MxTADvBZ7TsfhbNkYNz5PY7Z+UzJsMl/4APvoyTFkKT93O5AfO5ULfP5gUxJAAzCp3/uO2dPbys5d2cf7/vsAH73mN3n7lprfMinqPWekpnDe/nKc3Hwq7MdHxSCIzJN60xJ++uIu+AeXCMRTW8uezF80nOz2Fzz+6mZqWrojmtAdjsDrOr3IrmJKBP0U56XzwzCoe31ATkXDnRleE8qQEVGx5zCzNob27L+yG29EkpCFR1QHgTlXdpqo/VNUfuCGrcHlYRLYAjwM3u/mVG4A7RWQ9jmdzo3vsSmCDu/474KOq6nkXNwE/A3bieCpPuuv3ACUishMnHHZ7BHszJiDleRlkp6cELP1k8iL44B/gA7+lj1TuTv82y/96TVCF4ZmluWyuaeG0r/2Fr/xxK8U56Xzn/Ut55XPnccbM2FJx71g8mcb2Hv6xJ7zwVl2AGRojUVXqKCI/u62e8ryMoPPkk42XeH9lVxOvvNkYc6IdnKqv9FTfcQl3b57LSL/HD59TTUaqLyKvZHNNKznpKcxMoDT/zAC9QWOFcFTb/iwi7wEeifTTvqqeE2DtZeCUAOsPAw8Huc5qYFGA9S7gykj2ZExsRIQZJTnHeyTHHwBzL+Q3K6rY/ee7+FLL447C8MlXwfl3QMGxKOpZs0p4fEMNFy+u4J9Pn8HCMPW0wuGt88rJSPXx5MbaEY1SV28/rV3B8znByEhNGWysfNvCSWNaGPQDp8/g1//Yz+aa1pi62j18PmHGEDXoQ61dpPqEkpzQBQuluRlcc/oMfv73Pdxy/pywppduOtjCwin5Cf0dzxyU7mnnzFljq6YonBzJJ3FyGd0i0ioibSJiMvLGmGVmac6IDX+H2vv4rbwd+fiaoArD71hcwbrPX8jXLl8cVyMCTg7mrfPKeXLToRHHzg52tUcY2gKncgvGVrVWIFJ8wpcvW4RI/KaFVpUeX2bthQfDebP/yMqZpPiEu/46vNpvKP0Dyuaa1oSGteCYdM9YLAEOR0Y+T1V9qpquqvnuz4krTTCMGKkqzWbf4U56Q5TXej0kklUYkcJwPHnH4snUt3Xz+r4jIY87plgbecjn1KoiKgoyYw7FjQbLpxfx9K0rueq06XG5XnVpDnsPdw4a6rrWrmEDrYJRnp/J1adW8vDrBzhwJPSHkt2N7Rzt7U9ooh38pHvGYAlwUEMiInNE5FFX4uRXIhJ6jqhhjBGqS3PpH1AOHAkujDgseR2mwnA8OW9+OempPv608VDI48JJEgfjhnNm8sJn3hpQW2osMndSXtTy8UOpKsmhp2+AGrfJsa61O2xlAICPnDsLEfjR86G9kk0HnQBNIkt/PWaN0RLgUH9d/wc8AbwHWAt8f1R2ZBgxUj1YsRP8P1x9a5AOZ3+F4d7OYQrD8SQvM42Vc8p4clNtyPDWsSRx5KEtERk3RiTeDK3cqmvpimhY1pTCLK5cUclvVx8YHIgViE0HW8hI9Q0KZSaSmWWhpXuSRai/sDxV/amqblfVbwJVo7Qnw4iJaq8rPZQhaQve1T6oMHzza8MUhmmvj+teL148mdqWrpCjZ+tbu0hP9VGQlRbX157oDI4VaOqgo7uPtu6+iHtxbjp3FgOq/PiF4F7JxoMtLKjIj3lGezjMKnOke/bFYbZ8PAl155kiskxElovIciBryM+GMSYpyk4jPzM1qEcyUlf7IAEUhvnecnjpTuiNbJ5IMM5fMIm0FOFPIZoT69u6Kc8LrFJsBMdfINMLD4bqag9EZXE2ly+byoOv7RtUYPZnYEDZUpPYjnZ/QikuJJNQhqQW+F/gTvfrkN/P30r81gwjOkSE6rLcoHNJvMmIYYeK/BSGqV4Jz34JfnBqWArDI1GQlcbZs0v508ZDQTuWo+khMY4XyAy3hyQQN791Nn0Dyn//aduw5/Yd7qStuy8h0vGBGBRvHGMqwEENiaq+NcSXzWw3xjTVJdlBDYn36TTQlLyQuArDXPcEZBWFpTAcDu9YXMHB5qOD874D7Tea/IjhJNx3N3XEVLBQVZrDJ86bw+/XHuR3aw4c99zGQen40TEkeZlplOdl8Gb9+PFIDGPcUl2aS03LUbp6hyclI5VkH37xc+DGF+CyH/spDH8QDu+K6nIXLpxEqk+CVm/Vt3ZHbvQMwDEC+w93ctAdbRztv/nHzpvNmTNLuOMPm9jpN0FxU00LaSnCXHeQ2Ggwsyxn/HgkhjGeqSrNRtUJPQzF0yoKd9pgQHw+WHq1n8Lws/CD045TGA6Xwux0zpxVwpObaoeFt7wksYW2oqO6NJvefmXtvmZy0lPIy4yuYCHFJ3znqqVkp6dw8y/XDn5A2XywlXmT80a1Mm5mWe6YE280Q2JMSI7NEwkwJa+1y5nVnhmOQtAIhFAYpq8n7MtcvLiCvU2dPL/9+DEHEedzjOPw1KBf290UszGelJ/J/75/Kdvr2vji41tQVTbVtIxafsRjZmkOLUd7OdwR/t9XohnRkIjDP4vI592fp3tz1g1jrHJsNnogQ+J2tcezCiqAwjB3nQ5bn4AwPjleunQK8yblcetD69jbFEj63DySaPCS09FolQXi3Lll3PSWWTz42j5+/MIumjt7OWmU8iMes8pGLm8fbRI5atcwkkZeZhqluRkBS4Dr2yKXZA8bP4VhfGnw0DXw83cGVRj2yE5P5afXrkAEbvjF6sGJgZ5HkrD9TnDK8jLISXc65ePl1X3ybXM5ZUYRX3/KqeJaPMqGZFC8cQxJpSRy1K5hJJUFFXk8uekQa/YeL9UetKs9XrgKw9z0d3jnndCw3VEYfuQj0HIg6GnTS7L5wdXL2Vnfzqd+s46BAaXeqzAzjyQqPDVoIGydrZFIS/HxvauXUZCVRopPmD959BLtANOKsklPGVvijQkbtWsYyearly2mKDuND/z0VZ7efKwiqr4t8mmDUZGSCqd+2MmfBFEYHsrZc0r594sX8PTmOr7/3E7qWrvITItTPucEpdr9BB+JztZITC3M4qfXruCOdy6ImzZYuKT4hBkl2WOqKTGho3YNI5lML8nm4ZvOYn5FPjc9sIb7V+2l3e1qH9Vy2syCiBSGrz+7miuWTeXbf3mDpzYfin8+5wTDG7sbic5WOJxWXcz/+6fquF4zXMZaCXA4MvK/JMpRu4aRbEpyM3jwhtN567xy7vjDJu74wyYgSVVQARWGzxmmMCwifO2KxZw8rYD9h4/G9ZP0iUiVm3CfSJVvM8ty2dcUelTCaBJO1dYZwEFv1C5wQEROD+fiInKLK0O/WURuddeWisgqEVknIqu9CjAReZuIrBGRje738/yu87yIbHfPWec3Cz5DRB4SkZ0i8qqIVEX+KzAmOtnpqfzkg6dw9WmV/H7tQSDJVVDHKQx3BFQYzkxL4ScfPIWyvIzByiMjOi5aNJnPXjSfpZVFyd5K3JhZmkPfgLI/QJ9UMggntPUjwN+H6nDXQiIii3Dms58GLAEuEZE5wDeAL6rqUuDz7s8AjcC7VHUxcB1w/5BLXqOqS90vT4L1euCIqs4Gvg18PYz7MU5AUlN8fO3yxXzybXPJTk8ZLKFMGmEoDFcUZPGXT57LFy89KalbHe/kZqRy01tmkTKGRw1Hije/fawk3MMxJOI/q11VBwhv1vsCYJWqdqpqH/ACcDlO0t6TyiwAatzrrlXVGnd9M4768Ei+6KXAfe7j3wHniwWTjSCICJ84fw4b/+vtcY+XR80ICsMFWWmjnsw1xj6zysaWeGM4hmSXiHxCRNLcr1uAcESFNgErRaRERLKBi4FK4FbgmyKyH0dF+HMBzn0PsFZVu/3W7nXDWnf4GYupwH4A11i1AMNmiorIjW4YbXVDQ8PQp40TjDH5yTSBCsPGxKMwO52SnPRx5ZF8FDgLOAgcAE4HbhzpJFXdihNqegZ4ClgP9AE3AbepaiVwG3CP/3kicpJ73kf8lq9xQ17nuF8f9A4P9NIB9nK3qq5Q1RVlZWUjbd0wkkeCFIaNicfMspzxY0hUtV5Vr1LVclWdpKof8MtRjHTuPaq6XFVXAoeBHTj5j0fcQ36Lk0MBQESm4ZQaX6uqb/pd56D7vQ34ld85B3C8HEQkFSdUdnz3mWGMR+KsMGxMPGaW5o6f0JaIZIrIzSJyl4j8n/cVzsX9qqumA1cAD+LkRM51DzkPx7ggIoXAH4HPqerf/K6RKiKl7uM04BKcsBnAYziGCeC9wHP++RzDGNcEUxh++j8iVhg2Jh4zy3JobO+hpbM32VsJK7R1PzAZeDtOwnwajt5WODwsIluAx4GbXXmVG4A7RWQ9TmOjFyb7GDAbuGNImW8G8LSIbADW4YTYfuqecw9QIiI7gU8Ct4e5L8MYPwxVGH7lh/C9ZRErDBsTC69y680x4JXISB/gRWStqi4TkQ2qerLrFTw9XqckrlixQlevXp3sbRhG9BzaBH/+D9j1PBTPhLd9Gea/0ykpNk4Y3mxo5/w7X+BbVy7hvadMS/jricgaVV0R6LmwtLbc781ub0gBUBWnvRmGESlRKgwbE4vpxdmk+oTdY8AjCceQ3C0iRcB/4uQktmCNf4aRXKJUGDYmDmkpPiblZ1LT3JXsrQQ3JG6/CMBWVT2iqi+q6ky3eusno7Q/wzBCEYXCsDFxmFKYOTiPPpmE8kj+xf3+/dHYiGEYMRChwrAxMagoyKK2ZWwbkq0isgeYLyIb/L42uhVUhmGMNcJUGDYmBhWFmRxq6WJgILldD0E1s1T1ahGZDDwNvHv0tmQYRsx4CsNbHoW/fMFRGJ59gSMQWb4g2bsz4sSUgix6+5XGju7RnbEzhJGS7Q3ARlXdO/RrNDZnGEYMhKEwbIxvKlzx0dokJ9xDGhJV7QdKRcRmtBvGeGUEhWFj/DKlMAsg6XmScMp/9wJ/c1V3P+l9JXpjhmHEGVMYnnB4hiTZJcDhGJIa4An32Dy/L8MwxiOmMDxhKMpOIyPVR02SS4BHHFClql8cjY0YhjHKeArDGx5yvJN7L4IF74a3fdGRXjHGPCLClMIsaluS65GMaEhE5K8EnvExLrW2DMPww1MYXngpvPIDePk7sP1JOP0jsPLTjsdijGkqCjKpSXKOJJyRuZ/2e5yJM72wLzHbMQwjKXgKw8uvdbriX/khrPslnPtZWHE9pFq9zViloiCLv+1sTOoewhlstcbv62+q+kmcKYmGYUw08ibDpT+Aj74MFUvgqdvhrjNg6xNgo37GJFMLM6lv66KvP3kFE+EMtir2+yoVkbfjzCcxDGOicpzCcKopDI9hKgqzGFCoa+tO2h7CCW2twcmRCE5IazdwfSI3ZRjGGMBTGJ51Hrz+c/jrfzsKwydfBeffAQWJn4FhjMyxpsSjTHXLgUebcEJb1a7qb7WqzlHVC1X15XAuLiK3iMgmEdksIre6a0tFZJU7AXG1iPjPbP+ciOwUke2u5+Otn+JqfO0Uke+JOBN8RCRDRB5y118VkapIfwGGYYyAKQyPabxekmSqAIeSkT/V1dryfr5WRB5138iLR7qwOwTrBuA0YAlwiYjMAb4BfFFVlwKfd39GRBYCVwEnARcBd4lIinu5H+GM5J3jfl3krl8PHFHV2cC3sTkphpE4TGF4TDLokSSxBDiUR/IToAdARFYC/wP8AmgB7g7j2guAVaraqap9OPPeL8cJk+W7xxTgNDwCXAr8WlW7VXU3sBM4TUQqgHxVfUWducC/AC7zO+c+9/HvgPM9b8UwjARhCsNjirzMNPIyUqkdix4JkKKqh93H7wfuVtWHVfUOYHYY194ErBSREhHJBi4GKoFbgW+KyH7gW8Dn3OOnAvv9zj/grk11Hw9dP+4c11i1ACVDNyIiN7phtNUNDQ1hbN0wjBHxFIavvA96OxyF4QfeC/Vbk72zE46KwkxqxqhHkiIiXjL+fOA5v+fC6YjfihNqegZ4CliPk6y/CbhNVSuB24B73FMCeRIaYj3UOUP3creqrlDVFWVlZSNt3TCMcBmmMPyaKQwnAae7fWx6JA8CL4jIo8BR4CUAEZmN88l/RFT1HlVdrqorgcPADuA64BH3kN/i5FDA8TQq/U6fhhP2OuA+Hrp+3Dmu0StwX8cwjNHEFIaTSkVBVlKl5IMaElX9KvAp4OfA2W5+wjvn4+FcXETK3e/TgStwjFMNcK57yHk4xgXgMeAqtxKrGiep/pqq1gJtInKGm/+4FnjU75zr3MfvBZ7z26dhGKONKQwnhSkFmTR19NDVm5yih5AhKlVdFWDtjQiu/7CIlAC9wM2qekREbgC+63oQXTjVWKjqZhH5DbAFJwR2szsPBZxw2M+BLOBJ9wucsNj9IrITxxO5KoK9GYaRKDyF4d0vwdP/7igMr7oL3v41mHFmsnc34agYnEvSRXVpzqi/vpxoH+BXrFihq1evTvY2DOPEYWDgmMJwW40pDCeAv+9s5AM/e5Vfffh0zppdmpDXEJE1qroi0HPhzCMxDMOIHk9h+ONr4K3/4ZQJ/+A0ePo/4OiRZO9uQuB5JMmq3DJDYhjG6OApDH/idVhylaMw/L1lsOpH0NeT7N2Na/xlUpKBGRLDMEYXUxiOO5lpKZTkpJtHYhjGCUZAheFLTGE4SioKM5PWS2KGxDCM5OEpDN/0d3jnndCwzVEYfuQj0HJgxNONYySzl8QMiWEYyccUhmNmSkEmNZYjMQzjhMcUhqOmojCLtu4+2rp6R/21zZAYhjH2MIXhiEmmnLwZEsMwxi6mMBw23nTEZIS3zJAYhjG2CaYw/MRt0G5jITz8ZVJGGzMkhmGMD4YqDL/+C6eh0RSGAZiUl4FPktOUaIbEMIzxhSkMByQ1xUd5XnIGXJkhMQxjfOIpDF/3BGQVOQrDPzsf9r6S7J0ljYrC5JQAmyExDGN8U30O3PgCXPZjaDsE914ED30QDu9K9s5GnSkFWZYjMQzDiApTGAacEuCa5qOM9ngQMySGYUwcTnCF4SmFWXT3DXCkc3SbEs2QGIYx8ThBFYanFDpNiaOdJ0moIRGRW0Rkk4hsFpFb3bWHRGSd+7VHRNa569f4ra8TkQERWeo+97yIbPd7zpsFn+Feb6eIvCoiVYm8H8MwxhknmMJwRUFyekkSZkhEZBFwA3AasAS4RETmqOr7VXWpqi4FHgYeAVDVX/qtfxDYo6rr/C55jfe8qta7a9cDR1R1NvBt4OuJuh/DMMYpJ5DCcEWhJ5MycTySBcAqVe1U1T7gBeBy70kREeB9wIMBzr06yPpQLgXucx//Djjfva5hGMbxnAAKw6U5GaSlCAcnUGhrE7BSREpEJBu4GKj0e/4coE5VdwQ49/0MNyT3umGtO/yMxVRgP4BrrFqAkqEXE5EbRWS1iKxuaDBJBcM4oZnACsM+nzC5IHPU55IkzJCo6lacUNMzwFPAeqDP75CAXoeInA50quomv+VrVHUxjvE5Byf0BRDI+xiWSVPVu1V1haquKCsri+Z2DMOYaExQhWGnl2TieCSo6j2qulxVVwKHgR0AIpIKXAE8FOC0qxhiYFT1oPu9DfgVTt4F4ACul+Nes8B9HcMwjPCYYArDUwqzqJkoHgmAX3XVdBzD4RmIC4BtqnpgyPE+4Erg135rqSJS6j5OAy7BCZsBPAZc5z5+L/CcjnYnjmEY458JpDA8tTCLQ61ddPeNXpgu0X0kD4vIFuBx4GZV9VpMh3kdLiuBA6rqr22QATwtIhuAdcBB4Kfuc/cAJSKyE/gkcHv8b8EwjBOGCaAwPG9yHv0Dys769lF7TTnRPsCvWLFCV69enextGIYxHmjcCc98Hrb/EQoq4fwvwKL3OJIsY5Sd9e1c8L8v8K0rl/DeU6bF7boiskZVVwR6buz+NgzDMJLNOFQYri7NITPNx9ba1lF7TTMkhmEYIzGOFIZTfMK8SXlmSAzDMMYc40hheEFFPltqW0dNBdgMiWEYRiSMA4XhBRX5NHf2cqh1dMqAzZAYhmFEwxhWGF44JR9g1MJbZkgMwzBiYQwqDM+fnAfA1trR0RAzQ2IYhhErIRWGD476dvIy06gszmKLeSSGYRjjjDGkMLxgcr6FtgzDMMYtxykMvzMpCsMLKvLZ3dhBZ0/fyAfHiBkSwzCMRJFEheEFFfmowvZDifeEzJAYhmEkmiQoDC+s8Cq3zJAYhmFMDEZZYXhaURa5GamjkicxQ2IYhjGajJLCsM8nLKgYHakUMySGYRjJILsY3vF1+NdXoXolPPsl+MGpsOG3MDAQl5dYUJHPtkNtDAwktkHSDIlhGEYySaDC8IKKfNq7+zhwJLGzVMyQGIZhjAUSoDC8wE24J7oxMdGjdm8RkU0isllEbnXXHhKRde7XHhFZ565XichRv+d+7HedU0Rko4jsFJHviYi46xnu9XaKyKsiUpXI+zEMw0gocVYYnjcpD58kXnMrYYZERBYBNwCnAUuAS0Rkjqq+X1WXqupS4GHgEb/T3vSeU9WP+q3/CLgRmON+XeSuXw8cUdXZwLeBryfqfgzDMEaNOCkMZ6WnUFWaM649kgXAKlXtVNU+4AXgcu9J16t4H4Fnt+N3XAWQr6qvqCOu/wvgMvfpS4H73Me/A873vBXDMIxxTxwUhhdUJF4qJZGGZBOwUkRKRCQbuBio9Hv+HKBOVXf4rVWLyFoReUFEznHXpgIH/I454K55z+0HcI1VC1AydCMicqOIrBaR1Q0N8a/XNgzDSCgxKAwvrMjnwJGjtHb1Jmx7CTMkqroVJ9T0DPAUsB7wF325muO9kVpguqouAz4J/EpE8oFAHoZnikM957+Xu1V1haquKCsri/heDMMwkk6UCsNeh/u2BHa4JzTZrqr3qOpyVV0JHAZ2AIhIKnAF8JDfsd2q2uQ+XgO8CczF8UCm+V12GlDjPj6A6+W41yxwX8cwDGNiElJhuH3Y4QsqEj/kKtFVW+Xu9+k4hsPzQC4AtqnqAb9jy0QkxX08EyepvktVa4E2ETnDzX9cCzzqnvYYcJ37+L3AczpaQ4oNwzCSSUCF4WWw5r7jFIYn5WdQlJ02fg0J8LCIbAEeB25WVa9+7SqGJ9lXAhtEZD1O4vyjqup5FzcBPwN24ngqT7rr9wAlIrITJxx2e8LuxDAMYywyTGH4E8cpDItIwhPucqJ9gF+xYoWuXr062dswDMOIP6qw5VH4yxfgyB6Y/Ta48Mt8+TXlgVV72fzFt5OaEp3/ICJrVHVFoOess90wDGOiEERh+AMN3yG37wh7mjoS8rJmSAzDMCYaQxSGZ+57mOczPknzPx4a8dRoMENiGIYxUXEVhns/+go7s5chJbMS8jKpCbmqYRiGMWZInzSXZZ99cuQDo8Q8EsMwDCMmzJAYhmEYMWGGxDAMw4gJMySGYRhGTJghMQzDMGLCDIlhGIYRE2ZIDMMwjJgwQ2IYhmHExAkn2igiDcDeKE8vBRrjuJ2xxES9N7uv8cdEvbfxfl8zVDXgZMATzpDEgoisDqZ+Od6ZqPdm9zX+mKj3NlHvCyy0ZRiGYcSIGRLDMAwjJsyQRMbdyd5AApmo92b3Nf6YqPc2Ue/LciSGYRhGbJhHYhiGYcSEGRLDMAwjJsyQhImIXCQi20Vkp4jcnuz9RIuI/J+I1IvIJr+1YhF5RkR2uN+LkrnHaBCRShH5q4hsFZHNInKLuz4R7i1TRF4TkfXuvX3RXR/39wYgIikislZEnnB/Hvf3JSJ7RGSjiKwTkdXu2ri/r2CYIQkDEUkBfgi8A1gIXC0iC5O7q6j5OXDRkLXbgWdVdQ7wrPvzeKMP+JSqLgDOAG52/40mwr11A+ep6hJgKXCRiJzBxLg3gFuArX4/T5T7equqLvXrHZko9zUMMyThcRqwU1V3qWoP8Gvg0iTvKSpU9UXg8JDlS4H73Mf3AZeN5p7igarWqurr7uM2nDemqUyMe1NVbXd/THO/lAlwbyIyDXgn8DO/5XF/X0GYqPdlhiRMpgL7/X4+4K5NFCapai04b8hAeZL3ExMiUgUsA15lgtybG/5ZB9QDz6jqRLm37wD/Bgz4rU2E+1LgzyKyRkRudNcmwn0FJDXZGxgnSIA1q5seg4hILvAwcKuqtooE+qcbf6hqP7BURAqB34vIoiRvKWZE5BKgXlXXiMhbkrydePNPqlojIuXAMyKyLdkbSiTmkYTHAaDS7+dpQE2S9pII6kSkAsD9Xp/k/USFiKThGJFfquoj7vKEuDcPVW0GnsfJc433e/sn4N0isgcnXHyeiDzA+L8vVLXG/V4P/B4nPD7u7ysYZkjC4x/AHBGpFpF04CrgsSTvKZ48BlznPr4OeDSJe4kKcVyPe4Ctqvq/fk9NhHsrcz0RRCQLuADYxji/N1X9nKpOU9UqnP9Tz6nqPzPO70tEckQkz3sMXAhsYpzfVyissz1MRORinHhuCvB/qvrV5O4oOkTkQeAtOJLWdcAXgD8AvwGmA/uAK1V1aEJ+TCMiZwMvARs5Fm//d5w8yXi/t5NxkrMpOB/+fqOqXxKREsb5vXm4oa1Pq+ol4/2+RGQmjhcCTvrgV6r61fF+X6EwQ2IYhmHEhIW2DMMwjJgwQ2IYhmHEhBkSwzAMIybMkBiGYRgxYYbEMAzDiAnrbDeMBCIi/TglyWk4wpL3Ad9R1YGQJxrGOMIMiWEklqOquhTAlcv4FVCA079jGBMCC20ZxijhymXcCHxMHKpE5CURed39OgtARO4XkUF1aRH5pYi8W0ROcueSrBORDSIyJ1n3Yhj+WEOiYSQQEWlX1dwha0eA+UAbMKCqXa5ReFBVV4jIucBtqnqZiBQA64A5wLeBVar6S1eqJ0VVj47qDRlGACy0ZRijjydJnAb8QESWAv3AXABVfUFEfuiGwq4AHlbVPhF5BfgPd4bHI6q6Iwl7N4xhWGjLMEYRV4epH0f59TYcvbMlwAog3e/Q+4FrgH8B7gVQ1V8B7waOAk+LyHmjt3PDCI4ZEsMYJUSkDPgx8AN1YsoFQK1bwfVBHFFGj58DtwKo6mb3/JnALlX9Ho6S7MmjtnnDCIGFtgwjsWS5kw298t/7AU/m/i7gYRG5Evgr0OGdpKp1IrIVR5nZ4/3AP4tIL3AI+FLCd28YYWDJdsMYg4hINk7/yXJVbUn2fgwjFBbaMowxhoh4g6u+b0bEGA+YR2IYhmHEhHkkhmEYRkyYITEMwzBiwgyJYRiGERNmSAzDMIyYMENiGIZhxMT/B5Q60lSlfEHsAAAAAElFTkSuQmCC\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "#Reshape array into 2D\n",
+    "arr2d = np.reshape(getAllDataByField(5), (-1, NUMBER_DAYS)).astype(np.float)\n",
+    "\n",
+    "#Mean\n",
+    "arrmean = np.mean(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmean)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmean[0],arrmean[NUMBER_DAYS-1]])\n",
+    "\n",
+    "plt.title(\"Mean\")\n",
+    "plt.ylabel(\"Surface Pressure\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Median\n",
+    "arrmedian = np.median(arr2d,axis=0)\n",
+    "plt.plot(np.arange(NUMBER_DAYS),arrmedian)\n",
+    "plt.plot([0,NUMBER_DAYS-1],[arrmedian[0],arrmedian[NUMBER_DAYS-1]])\n",
+    "\n",
+    "plt.title(\"Median\")\n",
+    "plt.ylabel(\"Surface Pressure\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "plt.show()\n",
+    "\n",
+    "#Polyfit\n",
+    "\n",
+    "#Linear fit\n",
+    "x = np.arange(NUMBER_DAYS)\n",
+    "y = arrmean\n",
+    "fit = np.polyfit(x,y,1)\n",
+    "ang_coeff = fit[0]\n",
+    "intercept = fit[1]\n",
+    "fit_eq = ang_coeff*x + intercept\n",
+    "fig = plt.figure()\n",
+    "ax = fig.subplots()\n",
+    "ax.plot(x, fit_eq,color = 'r', alpha = 0.5, label = 'Linear fit')\n",
+    "ax.scatter(x,y,s = 5, color = 'b', label = 'Data points') #Original data points\n",
+    "ax.set_title('Linear fit example')\n",
+    "plt.ylabel(\"Surface Pressure\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax.legend()\n",
+    "plt.show()\n",
+    "\n",
+    "#Polynomial Fit\n",
+    "fit = np.polyfit(x, y, 2)\n",
+    "a = fit[0]\n",
+    "b = fit[1]\n",
+    "c = fit[2]\n",
+    "fit_equation = a * np.square(x) + b * x + c\n",
+    "#Plotting\n",
+    "fig1 = plt.figure()\n",
+    "ax1 = fig1.subplots()\n",
+    "ax1.plot(x, fit_equation,color = 'r',alpha = 0.5, label = 'Polynomial fit')\n",
+    "ax1.scatter(x, y, s = 5, color = 'b', label = 'Data points')\n",
+    "ax1.set_title('Polynomial fit example')\n",
+    "plt.ylabel(\"Surface Pressure\")\n",
+    "plt.xlabel(\"Days\")\n",
+    "ax1.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "source": [
+    "### Net Positive Surface Pressure vs Net Negative Surface Pressure"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"266.179702pt\" version=\"1.1\" viewBox=\"0 0 374.37521 266.179702\" width=\"374.37521pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-03-24T22:04:58.832257</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style 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+     },
+     "metadata": {}
+    }
+   ],
+   "source": [
+    "labels = ['Net Increase in Surface Pressure ','Net Decrease in Surface Pressure']\n",
+    "sizes = [0,0]\n",
+    "explode = (.5,0)\n",
+    "\n",
+    "for i in range(NUMBER_TORNADOS):\n",
+    "    \n",
+    "    #If temperature increased approaching day of Tornado\n",
+    "    if(getDataByFieldAndIndex(5,i).astype(np.float).flatten()[NUMBER_DAYS-1] - getDataByFieldAndIndex(5,i).astype(np.float).flatten()[0] > 0):\n",
+    "        sizes[0] += 1\n",
+    "    else:\n",
+    "        sizes[1] += 1\n",
+    "\n",
+    "fig1, ax1 = plt.subplots()\n",
+    "ax1.pie(sizes, explode=explode, labels=labels, autopct='%1.1f%%',\n",
+    "        shadow=True, startangle=90)\n",
+    "plt.show()  "
+   ]
+  },
+  {
+   "source": [
+    "## Precipitation Example"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
+      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 385.78125 262.19625\" width=\"385.78125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-03-24T22:04:59.037871</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style 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\n"
      },
      "metadata": {
@@ -1089,7 +1295,6 @@
     }
    ],
    "source": [
-    "## Precipitation Example ##\n",
     "\n",
     "plt.ylabel(\" Total Precipitation°\")\n",
     "plt.xlabel(\"Days\")\n",
@@ -1100,9 +1305,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 27,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
    "source": [
     "plt.ylabel(\"Total Precipitation\")\n",
     "plt.xlabel(\"Days\")\n",
@@ -1114,14 +1331,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 87,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
      "output_type": "display_data",
      "data": {
       "text/plain": "<Figure size 432x288 with 1 Axes>",
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2bGDLli17tS1EpPglMhDE8f7P1BvKDj74YI4//nhOOOEErrrqKiA0HT1nzhxmzJjBkiVL6NmzJ7Bn880tTdfcQQcdxJw5c5g0aRLr1q3jS1/6Et26deO2227jjDPOYOLEiVRUVHDJJZdknf6zzjqL6667jqlTp/L2229z7rnn7nov8hVXXEF1dXWHt5GIFCc1Q11iampqOPXUU1m4cGGhk5K1JO0fkWLVWjPUicwRiIhIk9gCgZkNM7N5ZrbYzBaZ2VczTGNm9gszW2pmr5nZIXGlp1yMHDmypHIDIlL84rwvsB74uru/bGZVwEtm9ri7p98TeRIwJuoOB/49+mw3d9/jbhopvFIrehRJothyBO6+0t1fjr5vBhYDQ5pNdjpwR/S8wwtAtZkNbu+yunXrxtq1a3XSKTLuztq1a+nWrVuhkyIircjLk0JmNhKYCvy12aghwPK0/tpo2Mpmv58NzAYYPnz4HvMfOnQotbW1rInjgQDpkG7dujF06NBCJ0NEWhF7IDCzXsADwOXuvqn56Aw/2eOy3t1vBm6GcNdQ8/GVlZWMGjUqB6kVEUmeWO8aMrNKQhC4291/n2GSWmBYWv9QYEWcaRIRkd3FedeQAbcCi939+hYmexg4P7p7aAaw0d1XtjCtiIjEIM6ioSOB84DXzeyVaNh3gOEA7n4TMBc4GVgKfAxcFGN6REQkg9gCgbs/S+Y6gPRpHLg0rjSIiEjb9GSxiEjCKRCIiCScAoGISMIpEIiIJJwCgYhIwikQiIgknAKBiEjCKRCIiCScAoGISMIpEIiIJJwCgYhIwikQiIgknAKBiEjCKRCIiCScAoGISMIpEIiIJJwCgYhIwikQiIgknAKBiEjCKRCIiCScAoGISMIpEIiIJJwCgYhIwikQiIgknAKBiEjCKRCIiCScAoGISMIpEIiIJJwCgYhIwikQiIgknAKBiEjCKRCIiCScAoGISMIpEIiIJFxsgcDMfmNmH5rZwhbGzzSzjWb2StR9L660iIhIyzrHOO/bgRuBO1qZ5hl3PzXGNIiISBtiyxG4+9PAurjmLyIiuZFVjsDMBgBfBEam/8bdP9/B5X/CzF4FVgDfcPdFLSx/NjAbYPjw4R1cpIiIpMu2aOgh4BngCaAhR8t+GRjh7lvM7GTgQWBMpgnd/WbgZoDp06d7jpYvIiJkHwh6uPu3crlgd9+U9n2umf3azPq7+0e5XI6IiLQu2zqCR6Kr9pwxs33NzKLvh0VpWZvLZYiISNuyzRF8FfiOme0AdkbD3N17t/QDM7sXmAn0N7Na4CqgMvrhTcDngC+ZWT2wDTjL3VXsIyKSZ1kFAnevau+M3f3sNsbfSLi9VERECijr5wjM7NPA0VHvU+7+SDxJEhGRfMqqjsDMfkQoHnoj6r4aDRMRkRKXbY7gZGCKuzcCmNkcYAFwZVwJExGR/GjPk8XVad/75DgdIiJSINnmCH4ILDCzeYAR6gq+HVuqREQkb7K9a+heM3sKOJQQCL7l7qviTJiIiORHq0VDZjYu+jwEGAzUAsuB/aJhIiJS4trKEXyN0NjbzzKMc+C4nKdIRETyqtVA4O6zo68nuXtd+jgz6xZbqkREJG+yvWvouSyHiYhIiWk1R2Bm+wJDgO5mNpVQUQzQG+gRc9pERCQP2qoj+HvgQmAocH3a8M3Ad2JKk4iI5FFbdQRzgDlm9ll3fyBPaRIRkTzK9jmCB8zsFOBgoFva8GvjSpiIiORHto3O3QScCXyFUE9wBjAixnSJiEieZHvX0BHufj6w3t2vAT4BDIsvWSIiki/ZBoJt0efHZrYf4S1lo+JJkoiI5FO2jc49YmbVwHXAy4Snim+JK1EiIpI/2QaCn7j7duABM3uEUGFc18ZvRESkBGRbNPR86ou7b3f3jenDRESkdOnJYhGRhNOTxSIiCacni0VEEq6toqFz3f0uYKSZfa35eHe/PsPPRESkhLRVNNQz+uwVd0JERKQw2ioa+o/o85r8JEdERPIt27aG9jezP5rZGjP70MweMrP9406ciIjEL9vnCO4Bfkt4gf1+wO+Ae+NKlIiI5E+2gcDc/U53r4+6uwjNTIiISInLtomJeWZ2JXAfIQCcCTxqZvsAuPu6mNInIiIxyzYQnBl9/lOz4Z8nBAbVF4iIlKhs31CmJqdFRMpUWw+UHefuT5rZZzKNd/ffx5MsERHJl7ZyBMcATwKnZRjngAKBiEiJa+uBsquiz4vaO2Mz+w1wKvChu0/IMN6AfwNOBj4GLnT3l9u7HBER6ZhsHyj7QfSGslR/XzP7lzZ+djtwYivjTwLGRN1s4N+zSYuIiORWts8RnOTuG1I97r6ecCXfInd/GmjtttLTgTs8eAGoNrPBWaZHRERyJNtA0MnMuqZ6zKw70LWV6bMxBFie1l8bDduDmc02s/lmNn/NmjUdXKyIiKTLNhDcBfzZzL5gZp8HHgfmdHDZlmFYxqeV3f1md5/u7tMHDBjQwcWKiEi6bJ8j+ImZvQYcTziBf9/d/9TBZdcCw9L6hwIrOjhPERFpp2yfLAZYDNS7+xNm1sPMqtx9cweW/TBwmZndBxwObHT3lR2Yn4iI7IWsAoGZfZFwZ88+wGhCWf5NwKda+c29wEygv5nVAlcBlQDufhMwl1DhvJRw+2i7b1EVEZGOyzZHcClwGPBXAHd/28wGtvYDdz+7jfEezVdERAoo28ri7e6+I9VjZp1RM9QiImUh20DwFzP7DtDdzP6O8GKaP8aXrPLU2AirV4MrhIpIEck2EHwLWAO8TmiKei7wz3Elqhw1NsKxx8LQoTBzZugXESkGbdYRmFkF8FrUXtB/xp+k8rRmDTz3HNTXh881a2DQoEKnSkQkixyBuzcCr5rZ8Dykp2wNHAhHHAGdO4fPga1WtYuI5E+2dw0NBhaZ2YvA1tRAd/90LKkqQ2Ywb17ICQwcGPpFRIpBtoHgmlhTkRAVFSoOEpHi09YbyroBlwAHECqKb3X3+nwkTERE8qOtOoI5wHRCEDgJ+FnsKRIRkbxqq2hovLtPBDCzW4EX40+SiIjkU1s5gp2pLyoSEhEpT23lCCab2abouxGeLN4UfXd37x1r6kREJHZtvby+U74SIiIihZFtExMiIlKmFAhERBJOgUBEJOEUCEREEk6BQEQk4RQIREQSToFARCThFAhERBJOgUBEpIgU4t3mCgQiIkWiUO82VyAQESkSmd5tng8KBCIiRaJQ7zbP9lWVIiISs0K921yBQESkiBTi3eYqGhIRSTgFAhGRhFMgEBFJOAUCEZGEUyAQEUk4BQIRkWLnDm+9BR9+GMvsdfuoiEix2rEDXnkFXngB1q2DQw+FU07J+WJiDQRmdiLwb0An4BZ3/1Gz8TOBh4Bl0aDfu/u1caZJRKTobdgAL74IL78MdXWh8aHjjoODDoplcbEFAjPrBPwK+DugFvibmT3s7m80m/QZdz81rnTkUmNj/p/4E5GEcIf33oO//hXefDOcZMaPhxkzQiCIUZw5gsOApe7+LoCZ3QecDjQPBCUh1Srgc8+FNkDmzQtPAIqIdMiOHfDaayEH8OGH0L17OMkcdhj06ZOXJMQZCIYAy9P6a4HDM0z3CTN7FVgBfMPdFzWfwMxmA7MBhg8fHkNS25apVcB8PwYuImVk7VqYPx8WLAjFP/vuC6efDhMmQGVlXpMSZyDIVHjS/FULLwMj3H2LmZ0MPAiM2eNH7jcDNwNMnz499tc1ZCoCSrUKmMoR5KtVQBEpIw0N4e6f+fPh3XdDscL48eHqf9iwgpU5xxkIaoFhaf1DCVf9u7j7prTvc83s12bW390/ijFdrWqpCKhQrQKKSBnYuDFc+b/0EmzeHIp8jjsODjkEevUqdOpiDQR/A8aY2SjgA+As4B/TJzCzfYHV7u5mdhjhuYa1MaapTa0VARWiVUApPrppQLLS2Ahvvx1O/m+/HYaNHg2nngpjxhRVJWNsgcDd683sMuBPhNtHf+Pui8zskmj8TcDngC+ZWT2wDTjLPZ9v6tyTioCkNbppQNq0YUO47XPBgnD1X1UFRx0FU6dC376FTl1GVuDzbrtNnz7d58+fH+sydMUnLVm9OtzJV18f3iJVW6tcogA7d8LixeHkv2xZOHEccABMmwZjxxbF1YKZveTu0zON05PFGagISFqiHKPs4g4rVoST/8KF4c6fvn1DlnHKlLzd+pkLCgQi7VAsNw0o11pAmzaF+/5ffTXshMrKcOfPlCkwcmRJ7hAFApF2KnSOUfUUBbBjRyj6efXVUPTjDsOHw2mnwcEHQ7duhU5hhygQiJQYPdyYJw0N8M478PrrocmHnTtD0c8xx8CkSbDPPoVOYc4oEIiUGNVTxMgdli8PJ/9Fi+Djj0OTD5Mnw8SJIRdQgkU/bUlOIFi5Ep54ImTjxo2DHj0KnSJpg8rBMyuWeoqykar0XbgQ3ngjPPxVWQkHHhiu/EePhk6dCp3KWCUnEGzdCuvXw8MPwyOPwP77NwWF7t0Lnbq8KZWTq8rBW1foeoq45O34dA8Xh2+8Ea78168PJ/sDDoBPfSoEga5dY0xAcUnWcwTusGpV2PGpnV9REYLCQQeFoNCzZ24TXERK6eSq+/WTJ/bj0z0cSIsXhwCwYUPT/3/ChPD/L/FK39a09hxBsgJButQVwaJF4aBYvz5cgowYEYLCQQdB794dX04RKaWTqzvMnNl0UnjqqeLOwUjHxXJ8NjTA+++Hyt7Fi8Otn506hZP/+PHhyj8hxcQKBG1xD0fh4sWhS70XdL/9woFy4IHhiCzxM1GpnVxLpRhLciNnx+eOHeFunzffhCVLYNu2EFkOOCCc/MeOLesr/5YoELTXRx+Fg+itt8JliTtUVzcFhREjSrbyKEkn1ySta7nY6322cWNo2G3JktC8c319qPsbOzYU+YweDV26xJbuUqBA0BFbtoSD6803mw6wLl3CgTVmTOiqqvKXHslKe8ubFTRKTGMjfPBB08l/1aowvG/fcLE2bly41bNYK8EKQIEgV3buDE8VLlkSuk3R6xQGDw7ZzgMOCIWcJZpbKCetlTc3P+mXUiV6om3ZAkuXhu6dd0KRT0VFeKHL2LEhAPTrp0jeAgWCOLiHuoQlS8KBuXx5OKN07RoqokaPDl2RNjtb7loqb8500l+zpnQq0ROlvj5U9L77bjjxr1wZhvfq1XThNXp0om7/7ggFgnyoqwu5hdQVy8aNYXjfviEw7L8/jBqVmDsUikGm4p5MOYWBA0urEr1spW7vXrYsnPjffz/kwlNX/amT/777agftBQWCfHMPL6Z+993QLVsG27eHcfvuG1ooHDUqlGHqaiavWsspFGMdQbGmqyXtSq97mLimJvxHampCcQ/AgAFNOesRI2J5uKultOZzm+dzWQoEhdbYGB5hTwWF5cvDJalZU2AYMSIEBuUYYlcqJ9dSq7toM72NjaE49b33mrqtW8O46uqmC6RRo/Z4hifX+6yltOZzm+d7/yoQFJv6+nDHQ+oqqLY2DINwJTR8eFNXXV3cZytK58RaakrpAUDIkN5lOxnUsCJc+Lz/fujq6sLE1dXh+E6d/FupS4vjhNnSts3nNs/3/tUbyopN584hBzBiROivrw85hvfeC3+WRYvCC68hNHkxbFjohg4ND7lVVhYu7c2U2lVrKSmpVkbdGdhlI/84+QM+WrCcmaOWM/DWleCNYXz//qFtr1TOt7o661nH0ex2S9s2n9u8mPavcgQFlvFqOpWFXr48XCYsXw7r1oVxqdbGhgwJQWHIkJCLKNDZt9SuWktN0ea2tm0Ld/HU1obc7QcfwJYtuMPW7Z3pOXYINnxY00VMB4o843oiXnUEaeMUCAqnXVfTW7eGP13qj7diRVM2u7IyPMsweHCocxg8OASHPDzPUGrNVsheSJ30V6xo+ly/vml8//7hgmTIkHBVMGhQzo+9og2IJUSBoEh16GraPeQSUkFh5crQ7dgRxnfuHP41gwaF4DBoUOhiuEupnP+k5bxue2hsDCf4VavCwblqVehSD05CKMsfPDjkRgcPDif/vWy3J0nbthjWVXUEBZDNju9QGaFZeIqyX7/w8gxoCg6poLByZXjgbcGCpt/17h0WNGBA0+eAAR26Pa+c28Yvy/oP9/Ccy5o1oQgy1a1Z03TTQkVFuNIfOTLs3FSOM0cXEmW7bTMohXVVjiAG7dnxeblS2LKl6Qpv9eqwwPQ/PYQA0b9/CCzpn717F99Rmyf5rv/I+bGwfXu4MFi7NnRr1oQGFdeuDQ9qpVRVhYWmun33DRcHneO7TkxS3VKxrKtyBHnWnrsc8nI13atX6EaPbhrW2BhezJG6Evzoo9C9/npT3QOEst6+fUO3zz6h69s33PVRXV3WLTq2N8fWkRP5Xl01usPmzWE/rl/f9Ll2bQgAqXv0ISSoujoE91Gjwmf//iGxBXiosZjumIlbKayrcgQxKOkKVPdwAkldOa5bF04u69aFLlUHkdKjRzjB9OkTut69d++qqkq6Eb5sT+4dzf7vcdW43BnUpy6c6DdvDkU5GzeG8vrU940bd8/VQdje/fo1Be1U169fwW47zufdOcVQFp9JMaRLlcUxiusgb8/v8/qe161bw5Vnpm7Tpj0DBYRgEeVKGntWsbGhF9X79cB69QzPSfToET67dw85jDZWohj+VM21lP3fLa2NDbBtG41bt7F2+cf0774V+3grbN2Kb9nKNf93Kx+8tYWJozbzlQs2Yw3NTvJmYTumAm51dVPurG9fGqv6sGZDZVFtl3J+Uje1zGI7FluiQBCTuA689tYxxHXwt/sgdw/l0ps2NV25btkSrmi3bKFx0xZ+/ePNrKnZwsihDVx4YdN8UzGmZ1UF1qN7uBOle/TZteuurrGyK5d9vSsvv17J+MmV3DKnkopuXcLVbufOIfeR+kx1FRWhM2v6NAsLbZ7+xsbdu4aG0NXX79nt2BHK2nfswLfv4IrLdvLOojomj9vO979bh9dt54Yf1rHi3ToOHL6NL54f2pu6/fbwaMiwYTRtgx49aOzeg81eRe8hVVhVr3B1n+r69Gk1d5Wr4yDXJ7ZyflK3FCqB0ykQxCSuAy+rq8tWWtNsadr2aK0tlr2db1NanR6ddrBs4VYG9vqYxs1bmX3uxyx5dRvTxm/jZ/+yjYoddeH+9bq6EFyibsu6HVx/PTQ6VBh87WvhIrkYNFoFW3d2pVe/rlj3bmysC0Fra2M3tlf04M77u+Pde/CpU7uzuaE72zv15OW3ejJwZI8OF5+191jMtB/jOLHls5g0zmW1579XrFRZHJO4KoEyzbelP2l7pm2PTBXeAwZ07K1fTWk1ph/RlQEHdgXbhzWrYc5rUN8Azy+GKw9v+Q/Vs6GRZ/66g/nP7+TIw3bS8xs7YWd0ZV5f33T1nrqSb2gICUm/2s908ZP6d1dU7J6LSPV37rxn1yXKiXTpAl26UNGpE1VpZ57eDu//oWl79Z0Vhvc5EhZFwwbsD+TgZNXasZjti3hausmhI8HfrOmdD3EXn8S1rPb891LTl0px0S7uXlLdtGnTvJg0NLivWuXe2BjvfFetcu/c2R3C56pVezdtthob3Y8+Ovz+6KNDf3vm29Cw++8bGjKntaVltWfbtDSsGOQzrS0tq/l+aGk/ZtoPLe3HYpCvfd6e/14xby9gvrdwXi34ib29Xa4DQbGeQJprz8myvSfWljTfNu2Zb3uDUUf2QzH/+Qot035obT9me1FR6P9NPvd5nMd9PikQePZXS8WsPX++Qk+bq2CUjWL+8xVaS/uhI/uxGP43+d7nxXjct1fiA0FLB65OIPH+qfN11VjMf75i0NH9EEfRY0flojgxLoXOLbWktUAQ681OZnaimb1lZkvN7MoM483MfhGNf83MDokjHZkqwaCpsqdz5+J94i9uLW2bXEg9NR1/87qhAq+2tsQe3suTju6H5r8vhv9Ne/Z5qrJ36NBwV1FjY7xpy9dxn0uxBQIz6wT8CjgJGA+cbWbjm012EjAm6mYD/x5HWlo6cHUCKY4/dS6U4p+vVBXL/ybbfR7nxU65iPP20cOApe7+LoCZ3QecDryRNs3pwB1RtuUFM6s2s8HuvjKXCWnttrJybTkzW/m8vU/KRyn9b0qhrZ9CizMQDAGWp/XXAodnMc0QYLdAYGazCTkGhg8fvleJKaUDN9+0baSc6WKnbXHWEWTa3M2f5MlmGtz9Znef7u7TBwwYkJPEiUhyqOiwdXEGglpgWFr/UGDFXkwjIiIxijMQ/A0YY2ajzKwLcBbwcLNpHgbOj+4emgFszHX9gIiItC62OgJ3rzezy4A/AZ2A37j7IjO7JBp/EzAXOBlYCnwMXBRXekREJLNYG51z97mEk336sJvSvjtwaZxpEBGR1hVx69kiIpIPCgQiIglXci+mMbM1wHt7+fP+wEc5TE4xKdd103qVnnJdt1JfrxHunvH++5ILBB1hZvO9hTf0lLpyXTetV+kp13Ur1/UCFQ2JiCSeAoGISMIlLRDcXOgExKhc103rVXrKdd3Kdb2SVUcgIiJ7SlqOQEREmlEgEBFJuMQEgrZem1lKzOw3ZvahmS1MG7aPmT1uZm9Hn30Lmcb2MrNhZjbPzBab2SIz+2o0vKTXC8DMupnZi2b2arRu10TDS37dILyN0MwWmNkjUX+5rFeNmb1uZq+Y2fxoWFmsW3OJCARZvjazlNwOnNhs2JXAn919DPDnqL+U1ANfd/eDgBnApdE+KvX1AtgOHOfuk4EpwIlRa7vlsG4AXwUWp/WXy3oBHOvuU9KeHyinddslEYGAtNdmuvsOIPXazJLk7k8D65oNPh2YE32fA8zKZ5o6yt1XuvvL0ffNhBPLEEp8vSA0rujuW6LeyqhzymDdzGwocApwS9rgkl+vVpTluiUlELT0SsxyMij1Lofos2TfzGpmI4GpwF8pk/WKik9eAT4EHnf3clm3nwP/F2hMG1YO6wUhWP+Pmb0UvS4XymfddhNrM9RFJKtXYkrhmVkv4AHgcnffZGXybkF3bwCmmFk18Aczm1DgJHWYmZ0KfOjuL5nZzAInJw5HuvsKMxsIPG5mbxY6QXFJSo4gCa/EXG1mgwGizw8LnJ52M7NKQhC4291/Hw0u+fVK5+4bgKcIdTylvm5HAp82sxpCcetxZnYXpb9eALj7iujzQ+APhCLmsli35pISCLJ5bWapexi4IPp+AfBQAdPSbhYu/W8FFrv79WmjSnq9AMxsQJQTwMy6A8cDb1Li6+bu33b3oe4+kvCfetLdz6XE1wvAzHqaWVXqO3ACsJAyWLdMEvNksZmdTCjPTL02818Lm6K9Z2b3AjMJzeKuBq4CHgR+CwwH3gfOcPfmFcpFy8w+CTwDvE5TefN3CPUEJbteAGY2iVCx2Ilw8fVbd7/WzPpR4uuWEhUNfcPdTy2H9TKz/Qm5AAhF6Pe4+7+Ww7plkphAICIimSWlaEhERFqgQCAiknAKBCIiCadAICKScAoEIiIJl5Qni0X2ipk1EG5prSQ0jDcH+Lm7N7b6Q5ESokAg0rpt7j4FIGpq4B6gD+HZDZGyoKIhkSxFTQ3MBi6zYKSZPWNmL0fdEQBmdqeZ7Wrd1szuNrNPm9nB0XsJXjGz18xsTKHWRSSdHigTaYWZbXH3Xs2GrQfGAZuBRnevi07q97r7dDM7BrjC3WeZWR/gFWAMcAPwgrvfHTV10sndt+V1hUQyUNGQSPulmkStBG40sylAAzAWwN3/Yma/ioqSPgM84O71ZvY88N2oDf/fu/vbBUi7yB5UNCTSDlEbNA2EVievILT1NBmYDnRJm/RO4BzgIuA2AHe/B/g0sA34k5kdl7+Ui7RMgUAkS2Y2ALgJuNFDmWofYGV0B9F5hEblUm4HLgdw90XR7/cH3nX3XxBasZyUt8SLtEJFQyKt6x69WSx1++idQKqZ7F8DD5jZGcA8YGvqR+6+2swWE1qFTTkTONfMdgKrgGtjT71IFlRZLBIDM+tBeP7gEHffWOj0iLRGRUMiOWZmqRfP/FJBQEqBcgQiIgmnHIGISMIpEIiIJJwCgYhIwikQiIgknAKBiEjC/X+THSSN0JshpwAAAABJRU5ErkJggg==\n"
      },
      "metadata": {
@@ -1236,12 +1453,8 @@
  "metadata": {
   "kernelspec": {
    "name": "python3",
-   "display_name": "Python 3.8.8 64-bit ('base': conda)",
-   "metadata": {
-    "interpreter": {
-     "hash": "dca0ade3e726a953b501b15e8e990130d2b7799f14cfd9f4271676035ebe5511"
-    }
-   }
+   "display_name": "Python 3",
+   "language": "python"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1253,7 +1466,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.8-final"
+   "version": "3.7.9-final"
   }
  },
  "nbformat": 4,

From ad9b5523c643cb4f5caf4dfbafefc15b2ac49258 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Wed, 24 Mar 2021 22:13:07 -0400
Subject: [PATCH 42/46] deliverable details

---
 .../Deliverable_2/deliverable_checklist.md        | 15 +++++++++++++++
 1 file changed, 15 insertions(+)
 create mode 100644 NaturalDisasterProject/Deliverable_2/deliverable_checklist.md

diff --git a/NaturalDisasterProject/Deliverable_2/deliverable_checklist.md b/NaturalDisasterProject/Deliverable_2/deliverable_checklist.md
new file mode 100644
index 00000000..4232b2c9
--- /dev/null
+++ b/NaturalDisasterProject/Deliverable_2/deliverable_checklist.md
@@ -0,0 +1,15 @@
+# CS 506 - Final Project Repository
+
+## Project Deliverable 2
+
+- [x] Collect and pre-process a preliminary batch of data
+  - 60 days prior Weather Data collected from oikolab API for every Tornado
+  - Data organized based on specific Tornado
+- [x] Perform a preliminary analysis of the data
+  - Created graphs for showing each weather data feature vs time
+- [x] Answer one key question
+  - Are there any weather conditions that seem to lead to tornado's occuring
+    - Based on the graphs developed there is a positive linear relationship with the increase in weather with tornados occuring
+- [x] Refine project scope and list of limitations with data and potential risks of achieving project goal
+- [x] Submit a PR with the above report and modifications to original proposal
+  - [Proposal](Project_Proposal_CS506.md)
\ No newline at end of file

From 2a92e28c0b440b9457141aff2b4ed7809d91acd0 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Wed, 24 Mar 2021 22:30:54 -0400
Subject: [PATCH 43/46] master conflicts

---
 .../.gitignore                                |  0
 README.md                                     | 67 -------------------
 2 files changed, 67 deletions(-)
 rename .gitignore => NaturalDisasterProject/.gitignore (100%)
 delete mode 100644 README.md

diff --git a/.gitignore b/NaturalDisasterProject/.gitignore
similarity index 100%
rename from .gitignore
rename to NaturalDisasterProject/.gitignore
diff --git a/README.md b/README.md
deleted file mode 100644
index 0e19f031..00000000
--- a/README.md
+++ /dev/null
@@ -1,67 +0,0 @@
-# CS 506 - Final Project Repository
-
-All final projects for CS506.
-
-## Deliverables
-
-See Syllabus for due dates. Project deliverables can be modified with approval of PMs, the client, or the instructor.
-
-### Project Deliverable 0
-
-Teams should have set up weekly meetings with their client for the remainder of the semester,  reviewed the project scope, and submitted a pull request with the revised and final project description. Project descriptions should include data sources that your team will collect, including any additional datasets you identify that you think would enhance the project, specific questions that will be answered and the step by step approach you will take for transforming the data (cleaning) and answering strategic questions.
-
-#### Checklist
-
-- [ ] Reviewed all previous material
-- [ ] Revised scope of the project if needed
-- [ ] Identify / list limitations with data and potential risks of achieving project goal
-- [ ] Meet with client to review the project
-- [ ] Schedule weekly meetings with PMs and bi-weekly with client
-- [ ] Submit a PR with the revised project proposal including list of limitations
-
-### Project Deliverable 1
-
-Sufficient data should have been collected to perform a preliminary analysis of the data and attempt to answer one question relevant to your project proposal which you will submit as a pull request. If data has already been collected for your project you must answer two questions.
-
-#### Checklist
-
-- [ ] Collect and pre-process a preliminary batch of data
-- [ ] Perform a preliminary analysis of the data
-- [ ] Answer one key question
-- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
-- [ ] Submit a PR with the above report and modifications to original proposal
-
-### Project Deliverable 2
-
-More data should have been collected to perform a more thorough analysis of the data and attempt to answer one additional question relevant to your project proposal which you will submit as a pull request.
-
-#### Checklist
-
-- [ ] Collect and pre-process a secondary batch of data
-- [ ] Refine the preliminary analysis of the data performed in PD1
-- [ ] Answer another key question
-- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
-- [ ] Submit a PR with the above report and modifications to original proposal
-
-### Project Deliverable 3 (v1 Final Report)
-
-All data should have been collected. All project questions should have been reviewed, answered, and submitted in a written document outlining findings as a PR. You will also be asked to submit the associated data and a README explaining what each label/feature in your dataset represents. Your team should meet with the client before this deliverable.
-
-#### Checklist
-
-- [ ] All data is collected
-- [ ] Refine the preliminary analysis of the data performed in PD1&2
-- [ ] Answer another key question
-- [ ] Attempt to answer overarching project question
-- [ ] Create a draft of your final report
-- [ ] Refine project scope and list of limitations with data and potential risks of achieving project goal
-- [ ] Submit a PR with the above report and modifications to original proposal
-
-### Project Deliverable 4 (v2 Final Report)
-
-This is a draft of your final report that has been reviewed by your client. It includes all visualizations, results, data, and code up to this point, along with proper documentation on how to reproduce your results, compile and use your codebase, and navigate your dataset. Your team will submit this as a PR.
-
-### Final Project Deliverable
-
-This should be an enhancement of deliverable 4.
-

From 42ec360b41da5226263280a50511685b86aa474d Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Wed, 24 Mar 2021 22:33:21 -0400
Subject: [PATCH 44/46] Delete .gitignore

---
 NaturalDisasterProject/.gitignore | 5 -----
 1 file changed, 5 deletions(-)
 delete mode 100644 NaturalDisasterProject/.gitignore

diff --git a/NaturalDisasterProject/.gitignore b/NaturalDisasterProject/.gitignore
deleted file mode 100644
index f2487e7c..00000000
--- a/NaturalDisasterProject/.gitignore
+++ /dev/null
@@ -1,5 +0,0 @@
-.DS_Store
-NaturalDisasterProject/.DS_Store
-NaturalDisasterProject/Datasets/.DS_Store
-NaturalDisasterProject/Deliverable_1/.DS_Store
-NaturalDisasterProject/Deliverable_2/.DS_Store

From 1e98026a0f3cdeb1fd32bbadd40bbecc39348284 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Wed, 24 Mar 2021 22:35:21 -0400
Subject: [PATCH 45/46] Create README.md

---
 README.md | 3 +++
 1 file changed, 3 insertions(+)
 create mode 100644 README.md

diff --git a/README.md b/README.md
new file mode 100644
index 00000000..a799731d
--- /dev/null
+++ b/README.md
@@ -0,0 +1,3 @@
+# CS506 Student Project Repository
+
+This repository contains student project data generated in Spring 2021
\ No newline at end of file

From 18db7306a4e382e452d72cb442c6142207f259e6 Mon Sep 17 00:00:00 2001
From: icyair100 <34012403+icyair100@users.noreply.github.com>
Date: Wed, 24 Mar 2021 22:36:51 -0400
Subject: [PATCH 46/46] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a799731d..792aae72 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,3 @@
 # CS506 Student Project Repository
 
-This repository contains student project data generated in Spring 2021
\ No newline at end of file
+This repository contains student project data generated in Spring 2021