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simulation.csv
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,customer_id,is_subscriber,is_impatient,queue_name,day,arrival_time,num_items_ordered,item1,item2,item3,item4,item5,item6,item7,departure_time,action,wait_time,profit
0,522,True,True,premium_queue,1,2.040120574549602,2,2,7,0,0,0,0,0,3.540120574549602,served,1.5,9.8
1,303,False,False,regular_queue,1,2.683368702699533,3,1,4,1,0,0,0,0,5.183368702699533,served,2.5,16.799999999999997
2,472,True,False,premium_queue,1,7.137944901802294,3,1,2,6,0,0,0,0,9.387944901802294,served,2.25,16.2
3,881,True,False,premium_queue,1,8.545775957534602,1,6,0,0,0,0,0,0,10.137944901802294,served,1.5921689442676925,3.6
4,529,True,False,premium_queue,1,9.043828795468249,4,7,7,3,1,0,0,0,12.637944901802294,served,3.594116106334045,15.2
5,603,True,False,premium_queue,1,9.056868732576783,2,1,1,0,0,0,0,0,13.137944901802294,served,4.081076169225511,11.2
6,11,True,False,premium_queue,1,9.87760659233895,4,7,7,6,10,0,0,0,14.637944901802294,served,4.760338309463345,11.6
7,89,True,False,premium_queue,1,11.72890552625098,3,8,6,8,0,0,0,0,16.387944901802292,served,4.659039375551313,13.4
8,723,True,False,premium_queue,1,13.33501101722395,3,1,2,3,0,0,0,0,19.387944901802292,served,6.0529338845783425,16.6
9,370,True,True,premium_queue,1,15.773670161719613,2,1,2,0,0,0,0,0,20.273670161719615,served,4.500000000000002,12.6
10,185,False,False,regular_queue,1,16.303661914503618,5,4,2,2,9,6,0,0,22.053661914503618,served,5.75,30.85
11,348,True,False,premium_queue,1,19.630099905982558,3,1,3,2,0,0,0,0,23.273670161719615,served,3.643570255737057,16.6
12,252,False,False,regular_queue,1,17.21139397434385,3,7,2,4,0,0,0,0,25.553661914503618,served,8.342267940159768,15.4
13,798,True,False,premium_queue,1,25.87660103151078,3,2,2,6,0,0,0,0,27.62660103151078,served,1.75,17.6
14,865,False,False,regular_queue,1,17.58679874506208,3,6,7,8,0,0,0,0,27.803661914503618,served,10.216863169441538,11.3
15,123,True,False,premium_queue,1,27.10472542685801,4,8,4,2,10,0,0,0,31.87660103151078,served,4.77187560465277,19.9
16,957,False,False,regular_queue,1,20.150358421003865,4,8,3,6,4,0,0,0,33.05366191450362,served,12.903303493499756,18.1
17,881,True,False,premium_queue,1,28.86168471109465,3,1,1,6,0,0,0,0,33.12660103151078,served,4.2649163204161304,14.799999999999999
18,818,True,True,premium_queue,1,34.713359881492785,2,5,10,0,0,0,0,0,35.463359881492785,served,0.75,5.1
19,213,False,False,regular_queue,1,29.05230577748577,4,1,4,10,5,0,0,0,36.30366191450362,served,7.251356137017851,16.3
20,557,False,False,regular_queue,1,30.14922219305307,3,1,7,7,0,0,0,0,37.30366191450362,served,7.154439721450551,11.2
21,556,False,False,regular_queue,1,34.09261764191551,1,6,0,0,0,0,0,0,38.05366191450362,served,3.9610442725881114,3.6
22,505,False,False,regular_queue,1,36.46577899966705,3,6,1,7,0,0,0,0,39.80366191450362,served,3.3378829148365696,12.0
23,909,True,False,premium_queue,1,35.8543881786618,4,5,2,9,8,0,0,0,40.3543881786618,served,4.5,22.25
24,614,True,False,premium_queue,1,38.503253853700166,3,5,1,3,0,0,0,0,42.8543881786618,served,4.3511343249616345,12.3
25,508,True,True,premium_queue,1,41.51906157810776,4,8,8,3,1,0,0,0,45.8543881786618,served,4.3353266005540405,19.4
26,253,True,False,premium_queue,1,46.811992235938604,3,1,5,1,0,0,0,0,47.811992235938604,served,1.0,13.9
27,338,False,False,regular_queue,1,52.685012151469756,2,1,5,0,0,0,0,0,53.685012151469756,served,1.0,8.3
28,282,False,False,regular_queue,1,56.20438950283435,3,2,3,10,0,0,0,0,58.95438950283435,served,2.75,13.4
29,460,True,False,premium_queue,1,55.58846584500543,3,8,4,2,0,0,0,0,59.58846584500543,served,4.0,17.5
30,792,False,True,regular_queue,1,61.01841902804348,2,7,2,0,0,0,0,0,62.51841902804348,served,1.5,9.8
31,341,True,False,premium_queue,1,58.822545608635195,4,5,1,2,3,0,0,0,63.08846584500543,served,4.265920236370235,19.3
32,736,False,True,regular_queue,1,61.5620486383696,4,6,5,7,7,0,0,0,64.26841902804348,served,2.7063703896738787,11.900000000000002
33,68,True,False,premium_queue,1,59.97540866904446,2,2,1,0,0,0,0,0,64.58846584500543,served,4.613057175960968,12.6
34,67,True,False,premium_queue,1,60.498436226261845,2,8,8,0,0,0,0,0,65.58846584500543,served,5.090029618743586,9.8
35,120,False,False,regular_queue,1,67.24858258750284,3,7,7,10,0,0,0,0,67.99858258750284,served,0.75,8.0
36,200,True,False,premium_queue,1,67.04467036587616,1,4,0,0,0,0,0,0,69.04467036587616,served,2.0,5.6
37,835,False,True,regular_queue,1,68.50714286226686,3,3,8,2,0,0,0,0,72.00714286226686,served,3.5,15.9
38,115,True,False,premium_queue,1,71.89903915498567,2,10,9,0,0,0,0,0,74.14903915498567,served,2.25,10.05
39,589,False,False,regular_queue,1,69.5375508590232,3,4,2,2,0,0,0,0,75.00714286226686,served,5.469592003243662,19.6
40,824,False,False,regular_queue,1,70.72818956017649,3,8,6,1,0,0,0,0,77.25714286226686,served,6.528953302090372,14.1
41,221,True,False,premium_queue,1,75.51515328901058,3,5,2,4,0,0,0,0,79.01515328901058,served,3.5,15.299999999999999
42,183,True,True,premium_queue,1,75.87894325004109,3,10,2,7,0,0,0,0,80.62894325004109,served,4.75,12.2
43,934,True,False,premium_queue,1,76.83170507266883,3,10,10,6,0,0,0,0,81.62894325004109,served,4.7972381773722645,8.4
44,305,True,False,premium_queue,1,77.93155704575805,4,3,10,6,6,0,0,0,84.12894325004109,served,6.197386204283035,13.6
45,454,True,False,premium_queue,1,78.26791351988648,3,6,5,8,0,0,0,0,86.37894325004109,served,8.111029730154613,11.200000000000001
46,123,True,False,premium_queue,1,78.3856420690892,1,1,0,0,0,0,0,0,86.87894325004109,served,8.493301180951889,5.6
47,300,True,False,premium_queue,1,84.86272305944793,2,7,2,0,0,0,0,0,88.37894325004109,served,3.5162201905931596,9.8
48,919,True,True,premium_queue,1,86.67063285589876,1,2,0,0,0,0,0,0,89.37894325004109,served,2.7083103941423303,7.0
49,457,True,False,premium_queue,1,91.09041340970882,4,4,6,5,9,0,0,0,96.34041340970882,served,5.25,19.549999999999997
50,937,True,False,premium_queue,1,93.02232889967893,1,2,0,0,0,0,0,0,97.34041340970882,served,4.318084510029891,7.0
51,823,False,False,regular_queue,1,97.7688374956305,3,5,10,10,0,0,0,0,98.5188374956305,served,0.75,7.5
52,126,True,False,premium_queue,1,95.54124214741509,2,3,3,0,0,0,0,0,98.84041340970882,served,3.2991712622937257,8.0
53,726,False,False,regular_queue,1,98.39890168878688,1,8,0,0,0,0,0,0,99.5188374956305,served,1.1199358068436283,4.9
54,610,False,False,regular_queue,1,98.74225096033322,2,10,6,0,0,0,0,0,100.5188374956305,served,1.7765865352972838,6.0
55,366,True,True,premium_queue,1,97.91945543604997,4,2,9,8,8,0,0,0,102.84041340970882,served,4.920957973658844,24.450000000000003
56,612,False,True,regular_queue,1,100.6340905269881,3,3,7,10,0,0,0,0,102.8840905269881,served,2.25,9.2
57,745,False,True,regular_queue,1,104.03176719189747,4,1,6,2,6,0,0,0,106.28176719189747,served,2.25,19.8
58,127,False,False,regular_queue,1,104.27707144124906,2,6,2,0,0,0,0,0,108.03176719189747,served,3.754695750648409,10.6
59,119,True,False,premium_queue,1,104.73237210529028,3,8,1,4,0,0,0,0,108.23237210529028,served,3.5,16.1
60,374,False,False,regular_queue,1,109.44722547832448,3,7,6,2,0,0,0,0,111.69722547832448,served,2.25,13.4
61,352,True,False,premium_queue,1,109.4543294582078,2,4,1,0,0,0,0,0,111.9543294582078,served,2.5,11.2
62,563,True,True,premium_queue,1,111.05882736856228,3,8,6,8,0,0,0,0,113.7043294582078,served,2.645502089645518,13.4
63,598,True,False,premium_queue,1,115.35180957323134,2,1,3,0,0,0,0,0,117.35180957323134,served,2.0,9.6
64,760,False,False,regular_queue,1,115.67236724356908,3,8,8,2,0,0,0,0,117.67236724356908,served,2.0,16.8
65,291,True,False,premium_queue,1,118.85283724095922,3,7,8,4,0,0,0,0,122.35283724095922,served,3.5,13.3
66,74,True,False,premium_queue,1,119.06977597538453,3,9,8,10,0,0,0,0,125.60283724095922,served,6.533061265574688,14.950000000000001
67,266,True,False,premium_queue,1,119.40555637056792,3,1,7,3,0,0,0,0,128.10283724095922,served,8.697280870391296,12.399999999999999
68,962,False,False,regular_queue,1,126.91118028869393,3,1,8,8,0,0,0,0,128.4111802886939,served,1.4999999999999858,15.4
69,373,True,False,premium_queue,1,123.66982723989854,2,8,7,0,0,0,0,0,129.60283724095922,served,5.93301000106068,7.7
70,255,False,False,regular_queue,1,130.007626128046,2,5,3,0,0,0,0,0,132.007626128046,served,2.0,6.7
71,354,True,False,premium_queue,1,133.9161452763444,2,6,4,0,0,0,0,0,136.6661452763444,served,2.75,9.2
72,593,False,False,regular_queue,1,133.39965150405396,4,1,2,3,8,0,0,0,137.39965150405396,served,4.0,21.5
73,580,True,False,premium_queue,1,134.57072431024503,4,10,1,10,2,0,0,0,138.4161452763444,served,3.8454209660993683,17.4
74,476,False,False,regular_queue,1,137.47724958610908,3,7,1,9,0,0,0,0,140.47724958610908,served,3.0,16.049999999999997
75,174,True,False,premium_queue,1,136.10739586136745,2,1,4,0,0,0,0,0,140.9161452763444,served,4.808749414976944,11.2
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127,312,True,False,premium_queue,1,231.7840152214123,2,8,7,0,0,0,0,0,233.72158283600518,served,1.9375676145928935,7.7
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458,774,False,False,regular_queue,2,411.6361815851622,2,8,7,0,0,0,0,0,413.1361815851622,served,1.5,7.7
459,11,True,True,premium_queue,2,410.1286129811762,1,2,0,0,0,0,0,0,414.1286129811762,served,4.0,7.0
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461,411,True,False,premium_queue,2,411.67076405124783,2,1,1,0,0,0,0,0,415.27527036770294,served,3.604506316455115,11.2
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464,708,False,False,regular_queue,2,419.58400474355506,2,8,7,0,0,0,0,0,421.08400474355506,served,1.5,7.7
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480,989,True,True,premium_queue,2,437.41520602262017,3,10,5,4,0,0,0,0,442.1588095899947,served,4.743603567374521,10.7
481,445,False,False,regular_queue,2,442.3840173986938,3,7,3,1,0,0,0,0,444.8840173986938,served,2.5,12.399999999999999
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501,526,False,False,regular_queue,3,13.51200273398578,4,6,7,4,8,0,0,0,17.76200273398578,served,4.250000000000002,16.9
502,887,False,False,regular_queue,3,17.898643023210944,3,4,6,1,0,0,0,0,21.148643023210944,served,3.25,14.799999999999999
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504,453,False,False,regular_queue,3,22.305333902731185,3,1,2,5,0,0,0,0,24.305333902731185,served,2.0,15.3
505,25,False,False,regular_queue,3,23.43117077771379,2,6,5,0,0,0,0,0,25.555333902731185,served,2.1241631250173967,6.300000000000001
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507,792,False,True,regular_queue,3,28.128465105664702,5,10,1,10,1,3,0,0,31.555333902731185,served,3.426868797066483,20.0
508,86,False,False,regular_queue,3,29.204089550858185,2,5,5,0,0,0,0,0,32.055333902731185,served,2.8512443518729995,5.4
509,842,False,False,regular_queue,3,29.66761908120383,2,3,3,0,0,0,0,0,33.555333902731185,served,3.8877148215273536,8.0
510,548,False,False,regular_queue,3,32.05410203446008,2,8,6,0,0,0,0,0,35.305333902731185,served,3.2512318682711054,8.5
511,962,False,False,regular_queue,3,32.29863000479635,3,10,2,2,0,0,0,0,36.555333902731185,served,4.256703897934834,16.4
512,862,True,False,premium_queue,3,36.3449699624842,2,4,7,0,0,0,0,0,38.8449699624842,served,2.5,8.399999999999999
513,824,False,False,regular_queue,3,32.65773062812464,3,10,2,4,0,0,0,0,39.805333902731185,served,7.147603274606546,15.0
514,663,True,False,premium_queue,3,38.13894229397943,2,7,1,0,0,0,0,0,39.8449699624842,served,1.7060276685047668,8.399999999999999
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517,924,True,False,premium_queue,3,45.04134913391811,2,5,6,0,0,0,0,0,46.29134913391811,served,1.25,6.300000000000001
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519,827,True,False,premium_queue,3,50.901537201826955,3,7,3,6,0,0,0,0,53.651537201826955,served,2.75,10.4
520,649,False,True,regular_queue,3,54.26274192050719,1,1,0,0,0,0,0,0,54.76274192050719,served,0.5,5.6
521,965,False,False,regular_queue,3,54.55036204062075,2,7,5,0,0,0,0,0,55.76274192050719,served,1.2123798798864414,5.5
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525,885,True,False,premium_queue,3,58.961318741810544,4,1,8,10,5,0,0,0,61.211318741810544,served,2.25,15.600000000000001
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527,289,False,False,regular_queue,3,63.315859107607245,3,8,1,7,0,0,0,0,65.31585910760725,served,2.000000000000007,13.3
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530,532,True,False,premium_queue,3,61.72006030268403,3,1,1,7,0,0,0,0,69.2890183600635,served,7.5689580573794615,14.0
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961,515,True,False,premium_queue,4,477.9467204282165,2,7,1,0,0,0,0,0,478.9467204282165,served,1.0,8.399999999999999
962,236,True,False,premium_queue,4,478.06205989367936,1,8,0,0,0,0,0,0,479.9467204282165,served,1.8846605345371472,4.9
963,421,True,True,premium_queue,5,2.675915361829987,3,7,5,10,0,0,0,0,3.925915361829987,served,1.25,7.9
964,756,False,False,regular_queue,5,3.9113812739835296,5,3,3,6,1,9,0,0,8.66138127398353,served,4.75,24.85
965,819,True,False,premium_queue,5,6.1992847172772425,4,6,2,8,8,0,0,0,8.949284717277243,served,2.75,20.4
966,616,True,False,premium_queue,5,7.023161694352644,3,1,7,1,0,0,0,0,9.949284717277243,served,2.9261230229245987,13.999999999999998
967,704,False,False,regular_queue,5,6.783502403823476,2,6,3,0,0,0,0,0,10.91138127398353,served,4.127878870160053,7.6
968,380,False,True,regular_queue,5,7.669365850836144,1,5,0,0,0,0,0,0,11.169365850836144,served,3.5,2.7
969,282,False,False,regular_queue,5,10.729466599520508,4,1,2,1,6,0,0,0,13.419365850836144,served,2.6898992513156355,21.8
970,783,False,False,regular_queue,5,11.65798265582961,4,6,1,6,7,0,0,0,15.169365850836144,served,3.511383195006534,15.599999999999998
971,28,False,False,regular_queue,5,23.5273722100763,1,7,0,0,0,0,0,0,24.0273722100763,served,0.5,2.8
972,124,True,False,premium_queue,5,23.25841719817283,1,2,0,0,0,0,0,0,24.25841719817283,served,1.0,7.0
973,471,True,False,premium_queue,5,26.635017497546468,4,2,7,4,1,0,0,0,30.635017497546468,served,4.0,21.0
974,849,True,False,premium_queue,5,27.79008434963239,2,5,3,0,0,0,0,0,32.63501749754647,served,4.84493314791408,6.7
975,237,False,False,regular_queue,5,30.18338595019693,3,2,4,1,0,0,0,0,33.68338595019693,served,3.5,18.2
976,139,False,False,regular_queue,5,30.884410072232875,2,2,1,0,0,0,0,0,35.18338595019693,served,4.298975877964054,12.6
977,583,True,False,premium_queue,5,29.118434783251207,2,2,4,0,0,0,0,0,35.63501749754647,served,6.516582714295264,12.6
978,552,True,True,premium_queue,5,38.35386242605909,3,1,8,1,0,0,0,0,,balked,,16.1
979,877,True,False,premium_queue,5,29.53932343164073,4,8,9,6,1,0,0,0,39.88501749754647,served,10.34569406590574,21.75
980,247,True,False,premium_queue,5,31.837398792240283,1,2,0,0,0,0,0,0,40.83739879224028,served,8.999999999999996,7.0
981,165,True,False,premium_queue,5,34.82976517873264,2,6,4,0,0,0,0,0,43.58739879224028,served,8.757633613507636,9.2
982,545,True,False,premium_queue,5,36.977347478411644,4,6,6,3,6,0,0,0,45.83739879224028,served,8.860051313828635,14.799999999999999
983,880,True,False,premium_queue,5,39.835181014238955,2,5,1,0,0,0,0,0,46.83739879224028,served,7.002217778001324,8.3
984,968,True,False,premium_queue,5,40.286672454001064,1,7,0,0,0,0,0,0,47.33739879224028,served,7.050726338239215,2.8
985,741,True,False,premium_queue,5,43.90610625954807,3,2,4,6,0,0,0,0,51.08739879224028,served,7.181292532692211,16.2
986,65,True,True,premium_queue,5,46.32283125326723,4,2,5,8,1,0,0,0,52.32283125326723,served,6.0,20.2
987,331,False,False,regular_queue,5,51.77263118251714,1,8,0,0,0,0,0,0,52.77263118251714,served,1.0,4.9
988,728,True,False,premium_queue,5,51.6473900576466,3,6,10,4,0,0,0,0,55.32283125326723,served,3.6754411956206354,11.6
989,664,False,False,regular_queue,5,54.52494224960519,3,2,6,2,0,0,0,0,56.27494224960519,served,1.75,17.6
990,847,True,False,premium_queue,5,54.23760747502834,3,1,3,10,0,0,0,0,57.57283125326723,served,3.335223778238891,12.0
991,378,True,False,premium_queue,5,54.32061266108299,2,7,6,0,0,0,0,0,58.82283125326723,served,4.502218592184242,6.4
992,976,True,False,premium_queue,5,56.01884854687597,2,1,6,0,0,0,0,0,60.07283125326723,served,4.05398270639126,9.2
993,394,False,False,regular_queue,5,58.31940595882911,3,3,2,10,0,0,0,0,61.06940595882911,served,2.75,13.4
994,588,False,False,regular_queue,5,60.214984180055914,2,7,6,0,0,0,0,0,62.31940595882911,served,2.104421778773194,6.4
995,347,True,False,premium_queue,5,57.091766621937985,3,7,8,2,0,0,0,0,62.57283125326723,served,5.481064631329247,14.7
996,971,False,False,regular_queue,5,61.822700616138334,1,4,0,0,0,0,0,0,64.31940595882911,served,2.496705342690774,5.6
997,656,True,False,premium_queue,5,59.34625453228075,4,3,10,3,4,0,0,0,66.32283125326722,served,6.976576720986472,16.0
998,519,True,False,premium_queue,5,61.341286494613186,3,7,9,2,0,0,0,0,69.82283125326722,served,8.481544758654039,17.45