1. Cleaning.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "from Scripts.Cleaning import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv, os, sys\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from os.path import isfile, join\n",
    "from datetime import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "#thedir = '/Users/okkevanderwal/Downloads/Geolife Trajectories 1.3/Data'\n",
    "thedir = '.../Geolife Trajectories 1.3/Data'\n",
    "dirs = [name for name in os.listdir(thedir) if os.path.isdir(os.path.join(thedir, name))]\t"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Goes into the separate directories in the root directory and converts the labels.txt files into labels.csv files\n",
    "\n",
    "for direc in dirs:\n",
    "\tif 'labels.txt' in os.listdir(thedir + '/' + direc):\n",
    "\t\tconvertToCSV(thedir, direc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    }
   ],
   "source": [
    "#Strips header from trajectories, adds column titles and converts to csv\n",
    "\n",
    "\n",
    "colNames = ['Lat','Long','-','Alt','dayNo','Date','Time']\n",
    "\n",
    "for direc in dirs:\n",
    "\tprint('Cleaning:', direc)\n",
    "\ttempdirs = os.listdir(thedir + '/' + direc + '/Trajectory')\n",
    "\tsubdirs = []\n",
    "\tfor item in tempdirs:\n",
    "\t\tif not item.endswith('.DS_Store'):\n",
    "\t\t\tsubdirs.append(item)\n",
    "\tfor subdir in subdirs:\n",
    "\t\tcleanPlt(thedir, direc, subdir, colNames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Adds column names to the .csv Trajectory files\n",
    "\n",
    "#import csv, os, sys\n",
    "\n",
    "#dirs = [name for name in os.listdir(thedir) if os.path.isdir(os.path.join(thedir, name))]\n",
    "\n",
    "#for direc in dirs:\n",
    "#\ttrajs = os.listdir(thedir + '/' + direc + '/Trajectory')\n",
    "#\tfor traj in trajs:\n",
    "#\t\tcolLabels(thedir, direc, traj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "\n",
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      "\n",
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      "User: 104\n",
      "Unlabelled:  20080531125346.csv\n",
      "\n",
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      "User: 166\n",
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      "\n",
      "\n",
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      "Unlabelled:  20070413105648.csv\n",
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      "Labelled:  20081215035525.csvsv 20080904005341.csv\n",
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      "User: 142\n",
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      "\n",
      "\n",
      "User: 129\n",
      "Labelled:  20080627053635.csvsv.csv\n",
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      "\n",
      "\n",
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      "Labelled:  20070413152330.csv\n",
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      "Unlabelled:  20070519065023.csv\n",
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      "Labelled:  20071022014704.csv\n",
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      "Labelled:  20071009234753.csv\n",
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      "\n",
      "\n",
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      "Labelled:  20070820004341.csvsv\n",
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      "\n",
      "\n",
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      "\n",
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      "Unlabelled:  20071019055858.csv\n",
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      "Labelled:  20070503235021.csvsv\n",
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      "\n",
      "User: 092\n",
      "Unlabelled:  20080629095405.csv\n",
      "\n",
      "User: 059\n",
      "\n",
      "\n",
      "User: 050\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 057\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 068\n",
      "PostUnlabelled:  20090913125113.csv\n",
      "\n",
      "User: 034\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 033\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 005\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 002\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 056\n",
      "Unlabelled:  20071019052441.csv\n",
      "\n",
      "User: 069\n",
      "Labelled:  20080627053635.csv\n",
      "\n",
      "User: 051\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 093\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 067\n",
      "Unlabelled:  20101024084407.csv\n",
      "\n",
      "User: 058\n",
      "Labelled:  20070603125359.csv\n",
      "\n",
      "User: 060\n",
      "Labelled:  20070820014923.csv\n",
      "\n",
      "User: 094\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 112\n",
      "Unlabelled:  20080704171509.csv\n",
      "\n",
      "User: 115\n",
      "PostUnlabelled:  20080723053750.csv\n",
      "\n",
      "User: 123\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 124\n",
      "\n",
      "\n",
      "User: 170\n",
      "Labelled:  20080521015929.csvsv\n",
      "\n",
      "User: 177\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 148\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 141\n",
      "Labelled:  20111023040043.csvsv\n",
      "\n",
      "User: 146\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 179\n",
      "PostUnlabelled:  20081129024339.csv\n",
      "\n",
      "User: 125\n",
      "Labelled:  20081012093118.csvsv.csv\n",
      "\n",
      "User: 122\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 114\n",
      "\n",
      "\n",
      "User: 113\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 147\n",
      "Unlabelled:  20110324205033.csv\n",
      "\n",
      "User: 178\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 140\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 176\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 149\n",
      "No Labels Present\n",
      "\n",
      "\n",
      "User: 171\n",
      "No Labels Present\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for direc in dirs:\n",
    "\tprint('User:', direc)\n",
    "\tif 'labels.csv' in os.listdir(thedir + '/' + direc):\n",
    "\t\tlabelTraj(thedir, direc)\n",
    "\t\tremoveOriginals(thedir, direc)\n",
    "\telse:\n",
    "\t\tprint('No Labels Present')\n",
    "\t\tos.makedirs(thedir + '/' + direc + '/Trajectory/Unlabelled/')\n",
    "\t\ttrajs = [name for name in os.listdir(thedir + '/' + direc + '/Trajectory/') if os.path.isfile(os.path.join(thedir + '/' + direc + '/Trajectory/', name))]\n",
    "\t\ttrajs = [traj for traj in trajs if traj != '.DS_Store']\n",
    "\t\tfor traj in trajs:\n",
    "\t\t\tos.rename(thedir + '/' + direc + '/Trajectory/' + traj, thedir + '/' + direc + '/Trajectory/Unlabelled/' + traj)\n",
    "\tprint('\\n')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Converting User: 135\n",
      "Converting User: 132\n",
      "Converting User: 104\n",
      "Converting User: 103\n",
      "Converting User: 168\n",
      "Converting User: 157\n",
      "Converting User: 150\n",
      "Converting User: 159\n",
      "Converting User: 166\n",
      "Converting User: 161\n",
      "Converting User: 102\n",
      "Converting User: 105\n",
      "Converting User: 133\n",
      "Converting User: 134\n",
      "Converting User: 160\n",
      "Converting User: 158\n",
      "Converting User: 167\n",
      "Converting User: 151\n",
      "Converting User: 169\n",
      "Converting User: 156\n",
      "Converting User: 024\n",
      "Converting User: 023\n",
      "Converting User: 015\n",
      "Converting User: 012\n",
      "Converting User: 079\n",
      "Converting User: 046\n",
      "Converting User: 041\n",
      "Converting User: 048\n",
      "Converting User: 077\n",
      "Converting User: 083\n",
      "Converting User: 084\n",
      "Converting User: 070\n",
      "Converting User: 013\n",
      "Converting User: 014\n",
      "Converting User: 022\n",
      "Converting User: 025\n",
      "Converting User: 071\n",
      "Converting User: 085\n",
      "Converting User: 049\n",
      "Converting User: 082\n",
      "Converting User: 076\n",
      "Converting User: 040\n",
      "Converting User: 078\n",
      "Converting User: 047\n",
      "Converting User: 065\n",
      "Converting User: 091\n",
      "Converting User: 096\n",
      "Converting User: 062\n",
      "Converting User: 054\n",
      "Converting User: 053\n",
      "Converting User: 098\n",
      "Converting User: 038\n",
      "Converting User: 007\n",
      "Converting User: 000\n",
      "Converting User: 009\n",
      "Converting User: 036\n",
      "Converting User: 031\n",
      "Converting User: 052\n",
      "Converting User: 099\n",
      "Converting User: 055\n",
      "Converting User: 063\n",
      "Converting User: 097\n",
      "Converting User: 090\n",
      "Converting User: 064\n",
      "Converting User: 030\n",
      "Converting User: 008\n",
      "Converting User: 037\n",
      "Converting User: 001\n",
      "Converting User: 039\n",
      "Converting User: 006\n",
      "Converting User: 174\n",
      "Converting User: 180\n",
      "Converting User: 173\n",
      "Converting User: 145\n",
      "Converting User: 142\n",
      "Converting User: 129\n",
      "Converting User: 116\n",
      "Converting User: 111\n",
      "Converting User: 118\n",
      "Converting User: 127\n",
      "Converting User: 120\n",
      "Converting User: 143\n",
      "Converting User: 144\n",
      "Converting User: 172\n",
      "Converting User: 181\n",
      "Converting User: 175\n",
      "Converting User: 121\n",
      "Converting User: 119\n",
      "Converting User: 126\n",
      "Converting User: 110\n",
      "Converting User: 128\n",
      "Converting User: 117\n",
      "Converting User: 153\n",
      "Converting User: 154\n",
      "Converting User: 162\n",
      "Converting User: 165\n",
      "Converting User: 131\n",
      "Converting User: 136\n",
      "Converting User: 109\n",
      "Converting User: 100\n",
      "Converting User: 107\n",
      "Converting User: 138\n",
      "Converting User: 164\n",
      "Converting User: 163\n",
      "Converting User: 155\n",
      "Converting User: 152\n",
      "Converting User: 106\n",
      "Converting User: 139\n",
      "Converting User: 101\n",
      "Converting User: 137\n",
      "Converting User: 108\n",
      "Converting User: 130\n",
      "Converting User: 089\n",
      "Converting User: 042\n",
      "Converting User: 045\n",
      "Converting User: 087\n",
      "Converting User: 073\n",
      "Converting User: 074\n",
      "Converting User: 080\n",
      "Converting User: 020\n",
      "Converting User: 027\n",
      "Converting User: 018\n",
      "Converting User: 011\n",
      "Converting User: 016\n",
      "Converting User: 029\n",
      "Converting User: 081\n",
      "Converting User: 075\n",
      "Converting User: 072\n",
      "Converting User: 086\n",
      "Converting User: 044\n",
      "Converting User: 088\n",
      "Converting User: 043\n",
      "Converting User: 017\n",
      "Converting User: 028\n",
      "Converting User: 010\n",
      "Converting User: 026\n",
      "Converting User: 019\n",
      "Converting User: 021\n",
      "Converting User: 003\n",
      "Converting User: 004\n",
      "Converting User: 032\n",
      "Converting User: 035\n",
      "Converting User: 095\n",
      "Converting User: 061\n",
      "Converting User: 066\n",
      "Converting User: 092\n",
      "Converting User: 059\n",
      "Converting User: 050\n",
      "Converting User: 057\n",
      "Converting User: 068\n",
      "Converting User: 034\n",
      "Converting User: 033\n",
      "Converting User: 005\n",
      "Converting User: 002\n",
      "Converting User: 056\n",
      "Converting User: 069\n",
      "Converting User: 051\n",
      "Converting User: 093\n",
      "Converting User: 067\n",
      "Converting User: 058\n",
      "Converting User: 060\n",
      "Converting User: 094\n",
      "Converting User: 112\n",
      "Converting User: 115\n",
      "Converting User: 123\n",
      "Converting User: 124\n",
      "Converting User: 170\n",
      "Converting User: 177\n",
      "Converting User: 148\n",
      "Converting User: 141\n",
      "Converting User: 146\n",
      "Converting User: 179\n",
      "Converting User: 125\n",
      "Converting User: 122\n",
      "Converting User: 114\n",
      "Converting User: 113\n",
      "Converting User: 147\n",
      "Converting User: 178\n",
      "Converting User: 140\n",
      "Converting User: 176\n",
      "Converting User: 149\n",
      "Converting User: 171\n"
     ]
    }
   ],
   "source": [
    "# Converts the Date and Time cols to datetime trajectories for users with only unlabelled trajectories\n",
    "\n",
    "for direc in dirs:\n",
    "\tprint('Converting User:', direc)\n",
    "\ttrajdir = thedir + '/' + direc + '/Trajectory/'\n",
    "\tlabelStates = [name for name in os.listdir(trajdir) if os.path.isdir(os.path.join(trajdir, name))]\n",
    "\tif 'Labelled' not in labelStates:\n",
    "\t\tfor labelState in labelStates:\n",
    "\t\t\ttrajs = os.listdir(thedir + '/' + direc + '/Trajectory/' + labelState + '/')\n",
    "\t\t\tfor traj in trajs:\n",
    "\t\t\t\tdf = pd.read_csv(thedir + '/' + direc + '/Trajectory/' + labelState + '/' + traj)\n",
    "\n",
    "\t\t\t\tfor column in df.columns:\n",
    "\t\t\t\t\tif 'Unnamed' in column:\n",
    "\t\t\t\t\t\tdf.drop(column, axis=1, inplace=True)\n",
    "\t\t\t\t\t\t\t\n",
    "\t\t\t\tdf['datetime'] = df.Date + ' ' + df.Time\n",
    "\t\t\t\tdf['datetime'] = pd.to_datetime(df.datetime)\n",
    "\t\t\t\tdf.drop(['Date', 'Time', '-'], axis=1, inplace=True)\n",
    "\t\t\t\tdf.to_csv(thedir + '/' + direc + '/Trajectory/' + labelState + '/' + traj)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Converting User: 135\n",
      "20090103012134.csv\n",
      "20090102043127.csv\n",
      "20090127030004.csv\n",
      "20090101024458.csv\n",
      "20090114121757.csv\n",
      "20090110011947.csv\n",
      "20081227072604.csv\n",
      "20081224144207.csv\n",
      "20090126022633.csv\n",
      "20090112014122.csv\n",
      "20090124065103.csv\n",
      "20090109130304.csv\n",
      "20081228103605.csv\n",
      "Converting User: 132\n",
      "20100215105635.csv\n",
      "20100217105258.csv\n",
      "20100213212631.csv\n",
      "20100430233801.csv\n",
      "20100219100526.csv\n",
      "20100501095435.csv\n",
      "Converting User: 104\n",
      "20071203150739.csv\n",
      "20071204160339.csv\n",
      "20080823203401.csv\n",
      "20080711185753.csv\n",
      "20080929175241.csv\n",
      "20081011083512.csv\n",
      "20080828185020.csv\n",
      "20071202201816.csv\n",
      "20080328075913.csv\n",
      "20080828102207.csv\n",
      "20081005111338.csv\n",
      "20071130143451.csv\n",
      "20080827122236.csv\n",
      "20080101093115.csv\n",
      "20080831185746.csv\n",
      "20081002073527.csv\n",
      "20080912074546.csv\n",
      "20080324145906.csv\n",
      "20080907162031.csv\n",
      "20080921100821.csv\n",
      "20080816074756.csv\n",
      "20071224114437.csv\n",
      "20080908182156.csv\n",
      "20080807110618.csv\n",
      "20081001080139.csv\n",
      "20071210191338.csv\n",
      "20080824155311.csv\n",
      "20080113131417.csv\n",
      "20080904181004.csv\n",
      "20071219165015.csv\n",
      "20081003074628.csv\n",
      "20080930130109.csv\n",
      "20080302091117.csv\n",
      "20071212131910.csv\n",
      "20071229214707.csv\n",
      "20080914084348.csv\n",
      "20080917154001.csv\n",
      "20080901174423.csv\n",
      "20080806120130.csv\n",
      "20071206164427.csv\n",
      "20071225183822.csv\n",
      "20080109182841.csv\n",
      "20071208100034.csv\n",
      "20080224151835.csv\n",
      "20071217163232.csv\n",
      "20080110210418.csv\n",
      "20080826094806.csv\n",
      "20080104140254.csv\n",
      "20071207192925.csv\n",
      "20080925101847.csv\n",
      "20080501211830.csv\n",
      "20080903173319.csv\n",
      "20071229100234.csv\n",
      "20080307073846.csv\n",
      "20080318074324.csv\n",
      "20080923095605.csv\n",
      "20080427153726.csv\n",
      "20080813093638.csv\n",
      "20071218130611.csv\n",
      "20080508181942.csv\n",
      "20080111160646.csv\n",
      "20080923210517.csv\n",
      "20080417121746.csv\n",
      "20080103120703.csv\n",
      "20080906092306.csv\n",
      "20080822095434.csv\n",
      "20080916092357.csv\n",
      "20071201104012.csv\n",
      "20071205115601.csv\n",
      "20080116130437.csv\n",
      "20080504083041.csv\n",
      "20080528190201.csv\n",
      "20080911145101.csv\n",
      "20071220172955.csv\n",
      "20080901093927.csv\n",
      "20080222163726.csv\n",
      "20080513152607.csv\n",
      "20071227181937.csv\n",
      "20080910122739.csv\n",
      "20080922094607.csv\n",
      "20080304182924.csv\n",
      "20080928140815.csv\n",
      "20080613130631.csv\n",
      "20071214195400.csv\n",
      "20080304074849.csv\n",
      "20080313084807.csv\n",
      "20080915082019.csv\n",
      "20080521092246.csv\n",
      "20080922180710.csv\n",
      "20071221101707.csv\n",
      "20080913091937.csv\n",
      "20071227114709.csv\n",
      "20081008105230.csv\n",
      "20080417185712.csv\n",
      "20080920075839.csv\n",
      "20081009113545.csv\n",
      "20080312161118.csv\n",
      "20071231184934.csv\n",
      "20081001193216.csv\n",
      "20080102190434.csv\n",
      "20081004141607.csv\n",
      "20080902085444.csv\n",
      "20080919222818.csv\n",
      "20080519201618.csv\n",
      "20081012155208.csv\n",
      "20080905141259.csv\n",
      "20080509141825.csv\n",
      "20071230110315.csv\n",
      "20080530193309.csv\n",
      "20080823102218.csv\n",
      "20071208220938.csv\n",
      "20081010163933.csv\n",
      "20080924093522.csv\n",
      "20080919153247.csv\n",
      "20080531125346.csv\n",
      "Converting User: 103\n",
      "20080903061436.csv\n",
      "20080911055226.csv\n",
      "20080901095640.csv\n",
      "20080906115434.csv\n",
      "20080917110637.csv\n",
      "20080829091020.csv\n",
      "20080903075657.csv\n",
      "20080904040511.csv\n",
      "20080918042849.csv\n",
      "20080827233812.csv\n",
      "20080911232017.csv\n",
      "20080915082516.csv\n",
      "20080916044613.csv\n",
      "20080915120438.csv\n",
      "20080827091414.csv\n",
      "20080908051356.csv\n",
      "20080909092430.csv\n",
      "20080908100521.csv\n",
      "20080904082756.csv\n",
      "20080911123312.csv\n",
      "20080905041948.csv\n",
      "20080919092921.csv\n",
      "20080920061016.csv\n",
      "20080828100139.csv\n",
      "20080827055541.csv\n",
      "20080908134118.csv\n",
      "20080904063549.csv\n",
      "20080904013910.csv\n",
      "20080914033059.csv\n",
      "20080917135224.csv\n",
      "20080914004345.csv\n",
      "20080831072824.csv\n",
      "20080831025439.csv\n",
      "20080905093145.csv\n",
      "20080917231611.csv\n",
      "20080915224007.csv\n",
      "20080828232835.csv\n",
      "20080909043835.csv\n",
      "20080920104637.csv\n",
      "20080916101236.csv\n",
      "20080901050111.csv\n",
      "20080918070148.csv\n",
      "20080902045517.csv\n",
      "20080902102338.csv\n",
      "20080914065118.csv\n",
      "20080919070700.csv\n",
      "20080830054239.csv\n",
      "20080919061140.csv\n",
      "Converting User: 168\n",
      "20110626025034.csv\n",
      "20110814082752.csv\n",
      "20110623224404.csv\n",
      "20110528144935.csv\n",
      "20110822115552.csv\n",
      "20110530132223.csv\n",
      "20090929114704.csv\n",
      "20110628223634.csv\n",
      "20110728230752.csv\n",
      "20110815223434.csv\n",
      "20110531222758.csv\n",
      "20110621104658.csv\n",
      "20110721222304.csv\n",
      "20110626220858.csv\n",
      "20110716002604.csv\n",
      "20110823224234.csv\n",
      "20110721133103.csv\n",
      "20110808020853.csv\n",
      "20110713113328.csv\n",
      "20110820061322.csv\n",
      "20110809130404.csv\n",
      "20110707224528.csv\n",
      "20110705105333.csv\n",
      "20110727100033.csv\n",
      "20110704223604.csv\n",
      "20110808020821.csv\n",
      "20110622114152.csv\n",
      "20090930071934.csv\n",
      "20110731011234.csv\n",
      "20110711225758.csv\n",
      "20110824134528.csv\n",
      "20110811111352.csv\n",
      "20110710223158.csv\n",
      "20110809223728.csv\n",
      "20110726225904.csv\n",
      "20110815094533.csv\n",
      "20110814223234.csv\n",
      "20110810114128.csv\n",
      "20110817223957.csv\n",
      "20091009233704.csv\n",
      "20110626112952.csv\n",
      "20110806224158.csv\n",
      "20110803113622.csv\n",
      "20110723012503.csv\n",
      "20110721001104.csv\n",
      "20110816121403.csv\n",
      "20110803232658.csv\n",
      "20091008230303.csv\n",
      "20091012235058.csv\n",
      "20090929011428.csv\n",
      "20110722150952.csv\n",
      "20110728124858.csv\n",
      "20110802151333.csv\n",
      "20110627224028.csv\n",
      "20110705223734.csv\n",
      "20110822224028.csv\n",
      "20110719134203.csv\n",
      "20110712105622.csv\n",
      "20110711131558.csv\n",
      "20110801022059.csv\n",
      "20110628111452.csv\n",
      "20110531064134.csv\n",
      "20110821223758.csv\n",
      "20110823095558.csv\n",
      "20110630224803.csv\n",
      "20110807110004.csv\n",
      "20110730050504.csv\n",
      "20110824224328.csv\n",
      "20091011235352.csv\n",
      "20110618031851.csv\n",
      "20110714101552.csv\n",
      "20110706113958.csv\n",
      "20110621224303.csv\n",
      "20110629114328.csv\n",
      "20110709233904.csv\n",
      "20110805223733.csv\n",
      "20110806095828.csv\n",
      "20110710101058.csv\n",
      "20110712224828.csv\n",
      "20110808223334.csv\n",
      "20110708112904.csv\n",
      "20110808110357.csv\n",
      "20110817113458.csv\n",
      "20110627130733.csv\n",
      "20110813021333.csv\n",
      "20110818101352.csv\n",
      "20110704103104.csv\n",
      "20110529003622.csv\n",
      "20110717222704.csv\n",
      "20110716002630.csv\n",
      "20110816223828.csv\n",
      "20110530223628.csv\n",
      "20110529222904.csv\n",
      "20091002060228.csv\n",
      "20110620223352.csv\n",
      "20110810230703.csv\n",
      "20110720114528.csv\n",
      "Converting User: 157\n",
      "20070807074904.csv\n",
      "20070805022457.csv\n",
      "20070807052023.csv\n",
      "20070810055020.csv\n",
      "20070808231547.csv\n",
      "20070808002040.csv\n",
      "20070731114756.csv\n",
      "20070803140336.csv\n",
      "20070808031633.csv\n",
      "20070804025755.csv\n",
      "20070802020402.csv\n",
      "20070803025243.csv\n",
      "20070801020026.csv\n",
      "Converting User: 150\n",
      "20070804040103.csv\n",
      "20070809003606.csv\n",
      "20070807095135.csv\n",
      "20070802001931.csv\n",
      "20070806234009.csv\n",
      "20070801111718.csv\n",
      "20070731233347.csv\n",
      "20070806235137.csv\n",
      "20070808100315.csv\n",
      "20070801145802.csv\n",
      "20070803083803.csv\n",
      "20070802153301.csv\n",
      "20070810095141.csv\n",
      "20070805232735.csv\n",
      "20070803084029.csv\n",
      "20070806094939.csv\n",
      "20070807231422.csv\n",
      "20070809231429.csv\n",
      "20070809102311.csv\n",
      "20070731114843.csv\n",
      "20070805013330.csv\n",
      "20070802235316.csv\n",
      "Converting User: 159\n",
      "20120423122200.csv\n",
      "20120329005830.csv\n",
      "20120405144731.csv\n",
      "20120330145031.csv\n",
      "20120413005853.csv\n",
      "20120410143854.csv\n",
      "20120507093235.csv\n",
      "20120331065641.csv\n",
      "20120412144423.csv\n",
      "20120406142535.csv\n",
      "20120411010426.csv\n",
      "20120424001106.csv\n",
      "20120408130532.csv\n",
      "Converting User: 166\n",
      "20080601100203.csv\n",
      "20080526081608.csv\n",
      "20080526125023.csv\n",
      "20080527004316.csv\n",
      "20080601122205.csv\n",
      "20080529144407.csv\n",
      "20080601100241.csv\n",
      "20080529075840.csv\n",
      "Converting User: 161\n",
      "20070424041508.csv\n",
      "20070427135340.csv\n",
      "20070417013015.csv\n",
      "20070417130153.csv\n",
      "20070416130252.csv\n",
      "20070420023557.csv\n",
      "20070414022829.csv\n",
      "20070419131511.csv\n",
      "20070425021220.csv\n",
      "20070424124908.csv\n",
      "20070412102325.csv\n",
      "20070413150314.csv\n",
      "20070412101853.csv\n",
      "20070427020730.csv\n",
      "20070413105648.csv\n",
      "20070427140036.csv\n",
      "20070427141841.csv\n",
      "20070428134821.csv\n",
      "20070428134038.csv\n",
      "Converting User: 102\n",
      "20111104194005.csv\n",
      "20111108204803.csv\n",
      "20111207162704.csv\n",
      "20111022092135.csv\n",
      "20111019005041.csv\n",
      "20111023163634.csv\n",
      "20111108015755.csv\n",
      "20111226023808.csv\n",
      "20111029071256.csv\n",
      "20111021143338.csv\n",
      "20111101012635.csv\n",
      "20111024122939.csv\n",
      "20111030060459.csv\n",
      "20111230040408.csv\n",
      "20111109111537.csv\n",
      "20111101122252.csv\n",
      "20111029071031.csv\n",
      "20111112124735.csv\n",
      "20111231145607.csv\n",
      "20111231075505.csv\n",
      "20111231144437.csv\n",
      "20111231151652.csv\n",
      "20111231080435.csv\n",
      "Converting User: 105\n",
      "20071005052724.csv\n",
      "20071008140738.csv\n",
      "20071006051353.csv\n",
      "20071010100407.csv\n",
      "20071008080102.csv\n",
      "20071009065304.csv\n",
      "20071008121042.csv\n",
      "20071010063513.csv\n",
      "20071008083737.csv\n",
      "20071008082359.csv\n",
      "20071010113150.csv\n",
      "20071010112524.csv\n",
      "20071006094927.csv\n",
      "20071008080455.csv\n",
      "20071010073555.csv\n",
      "20071010065654.csv\n",
      "Converting User: 133\n",
      "20110421082008.csv\n",
      "20110419143237.csv\n",
      "20110420024807.csv\n",
      "20101127080134.csv\n",
      "20110130143621.csv\n",
      "Converting User: 134\n",
      "20070530154209.csv\n",
      "20070528002359.csv\n",
      "20070430105604.csv\n",
      "20070602054816.csv\n",
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      "20070511092102.csv\n",
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      "20071220112503.csv\n",
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      "20070521000959.csv\n",
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      "20070514105835.csv\n",
      "20080105224708.csv\n",
      "20070628145015.csv\n",
      "20080204234133.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20070531012717.csv\n",
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      "20070426021933.csv\n",
      "20070620111829.csv\n",
      "20070512162812.csv\n",
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      "Converting User: 160\n",
      "20101228070228.csv\n",
      "20101226160034.csv\n",
      "20101227095821.csv\n",
      "Converting User: 158\n",
      "20090123102806.csv\n",
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      "Converting User: 167\n",
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      "20090114122432.csv\n",
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      "20080415110416.csv\n",
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      "20080517014705.csv\n",
      "20080412033640.csv\n",
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      "20080314070612.csv\n",
      "20081211151730.csv\n",
      "20080611003634.csv\n",
      "20081215092501.csv\n",
      "20081221091056.csv\n",
      "20080529102605.csv\n",
      "20080328000952.csv\n",
      "20080606020634.csv\n",
      "20080515102904.csv\n",
      "20080810013852.csv\n",
      "20081122143235.csv\n",
      "20080321094557.csv\n",
      "20090207004237.csv\n",
      "20081024010406.csv\n",
      "20080621164500.csv\n",
      "20080513162952.csv\n",
      "20081013032424.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20090121064258.csv\n",
      "20080430013834.csv\n",
      "20081120021036.csv\n",
      "20080920055722.csv\n",
      "20080320004131.csv\n",
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      "20080523010728.csv\n",
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      "20080514155752.csv\n",
      "20081213081800.csv\n",
      "20080416005607.csv\n",
      "20081001075804.csv\n",
      "20080314182135.csv\n",
      "20090119070358.csv\n",
      "20080510052859.csv\n",
      "20081230013449.csv\n",
      "20080814023524.csv\n",
      "20081012160504.csv\n",
      "20080910142735.csv\n",
      "20080331015813.csv\n",
      "20081229160739.csv\n",
      "20080717014529.csv\n",
      "20080822093630.csv\n",
      "20080822114714.csv\n",
      "20081213074838.csv\n",
      "20080717015808.csv\n",
      "20080822131114.csv\n",
      "Converting User: 151\n",
      "20091011140430.csv\n",
      "Converting User: 169\n",
      "20100520100804.csv\n",
      "20100525005803.csv\n",
      "20100521010133.csv\n",
      "20100601014033.csv\n",
      "20100602012927.csv\n",
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      "20100518014704.csv\n",
      "20100510104928.csv\n",
      "20100517010521.csv\n",
      "20100530070833.csv\n",
      "Converting User: 156\n",
      "20090711012922.csv\n",
      "20090709003804.csv\n",
      "Converting User: 024\n",
      "20090111005103.csv\n",
      "20090325232230.csv\n",
      "20090310001253.csv\n",
      "20090519002637.csv\n",
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      "20090519231223.csv\n",
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      "20090525230436.csv\n",
      "20090126021735.csv\n",
      "20090213003702.csv\n",
      "20090512010704.csv\n",
      "20090119005206.csv\n",
      "20090129022104.csv\n",
      "20090122234718.csv\n",
      "20090226235838.csv\n",
      "20090226045630.csv\n",
      "20090319051300.csv\n",
      "20090514001608.csv\n",
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      "20090307004204.csv\n",
      "20081216010033.csv\n",
      "20090117005631.csv\n",
      "20090131014200.csv\n",
      "20090523001107.csv\n",
      "20090118040106.csv\n",
      "20090315034706.csv\n",
      "20090516000230.csv\n",
      "20090128131929.csv\n",
      "20090216232537.csv\n",
      "20090127070205.csv\n",
      "20090203090831.csv\n",
      "20090209011437.csv\n",
      "20090311235331.csv\n",
      "20090307004103.csv\n",
      "20090208032931.csv\n",
      "20090320092600.csv\n",
      "20081221102203.csv\n",
      "20090205002200.csv\n",
      "20090306015108.csv\n",
      "20090322063047.csv\n",
      "20090305003825.csv\n",
      "20090217090638.csv\n",
      "20090207003404.csv\n",
      "20090316002425.csv\n",
      "20090115022131.csv\n",
      "20090311100322.csv\n",
      "20090110003125.csv\n",
      "20090204072432.csv\n",
      "20090201000929.csv\n",
      "20090109091108.csv\n",
      "20090310001538.csv\n",
      "20090112002537.csv\n",
      "20090316232830.csv\n",
      "Converting User: 023\n",
      "20090215230730.csv\n",
      "20090126003135.csv\n",
      "20090128175257.csv\n",
      "20090130182324.csv\n",
      "20090112042134.csv\n",
      "20090308130759.csv\n",
      "20090123114454.csv\n",
      "20090215060230.csv\n",
      "20090130102324.csv\n",
      "20090203054705.csv\n",
      "20090116063635.csv\n",
      "20090123034454.csv\n",
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      "20090205032021.csv\n",
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      "20090204175732.csv\n",
      "20090111141703.csv\n",
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      "20090222111223.csv\n",
      "20090117074804.csv\n",
      "20090203134705.csv\n",
      "20090128095257.csv\n",
      "20090116063015.csv\n",
      "20090214032849.csv\n",
      "20090122182935.csv\n",
      "20090201061708.csv\n",
      "20090125091135.csv\n",
      "20090111061703.csv\n",
      "20090211233702.csv\n",
      "20090204095732.csv\n",
      "20090122102935.csv\n",
      "20090202084759.csv\n",
      "20090211025939.csv\n",
      "Converting User: 015\n",
      "20081211232037.csv\n",
      "20081208022507.csv\n",
      "20090304005034.csv\n",
      "20081215235131.csv\n",
      "20081113234307.csv\n",
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      "20081114091028.csv\n",
      "20081103095849.csv\n",
      "20081116234906.csv\n",
      "20081124112539.csv\n",
      "20081110090834.csv\n",
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      "20081027235238.csv\n",
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      "20081122092937.csv\n",
      "20081108053001.csv\n",
      "20081102060742.csv\n",
      "20081203232906.csv\n",
      "20081109231808.csv\n",
      "20081117234532.csv\n",
      "20090228010622.csv\n",
      "20081109080934.csv\n",
      "20090226005433.csv\n",
      "20081209093724.csv\n",
      "20090301121513.csv\n",
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      "20081210014108.csv\n",
      "20090303165533.csv\n",
      "20081119103250.csv\n",
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      "20081112144903.csv\n",
      "20090228174757.csv\n",
      "20081124235626.csv\n",
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      "20081123150707.csv\n",
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      "20081023024930.csv\n",
      "20081215092937.csv\n",
      "20081020092056.csv\n",
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      "20090303004804.csv\n",
      "20081101091928.csv\n",
      "20081123235354.csv\n",
      "20081112234608.csv\n",
      "20081103235055.csv\n",
      "20081106235106.csv\n",
      "20081107091131.csv\n",
      "20081030090405.csv\n",
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      "20090226225533.csv\n",
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      "20081111091003.csv\n",
      "20081120094704.csv\n",
      "20081106093839.csv\n",
      "20081030234536.csv\n",
      "20081102235805.csv\n",
      "20081105233035.csv\n",
      "20081112000936.csv\n",
      "Converting User: 012\n",
      "20081208014329.csv\n",
      "20081020110935.csv\n",
      "20081121013559.csv\n",
      "20081124103553.csv\n",
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      "20081206215634.csv\n",
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      "20081213001729.csv\n",
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      "20081006125605.csv\n",
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      "20081117041136.csv\n",
      "20081023095155.csv\n",
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      "20081105013059.csv\n",
      "20081106012359.csv\n",
      "20081114124439.csv\n",
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      "20081006004154.csv\n",
      "20081113012129.csv\n",
      "20081208095129.csv\n",
      "20081202064808.csv\n",
      "20081104011429.csv\n",
      "20081117124623.csv\n",
      "20081027010653.csv\n",
      "20081031232033.csv\n",
      "20081106092359.csv\n",
      "20081023012638.csv\n",
      "20081122075335.csv\n",
      "20081029013805.csv\n",
      "20081124004234.csv\n",
      "20081124103836.csv\n",
      "20081119092700.csv\n",
      "20081122004635.csv\n",
      "20081114013234.csv\n",
      "20081026150302.csv\n",
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      "20081122143235.csv\n",
      "20081024173348.csv\n",
      "20080929042557.csv\n",
      "20081123034023.csv\n",
      "20081118010559.csv\n",
      "Converting User: 079\n",
      "20100527125604.csv\n",
      "20100603031234.csv\n",
      "20100609125805.csv\n",
      "20100612015159.csv\n",
      "20100530123525.csv\n",
      "20100601110123.csv\n",
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      "20100529140432.csv\n",
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      "20100616010822.csv\n",
      "20100525020638.csv\n",
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      "20100614051836.csv\n",
      "20100605074307.csv\n",
      "20100527010200.csv\n",
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      "20100525124536.csv\n",
      "20100531112536.csv\n",
      "20100610103200.csv\n",
      "20100611021216.csv\n",
      "20100529034452.csv\n",
      "Converting User: 046\n",
      "20091004015125.csv\n",
      "20100525101453.csv\n",
      "20091011035337.csv\n",
      "20100602104629.csv\n",
      "20091008074408.csv\n",
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      "20091005022823.csv\n",
      "20100602003336.csv\n",
      "20100527101930.csv\n",
      "20100519002637.csv\n",
      "20100601111507.csv\n",
      "20100526011437.csv\n",
      "20100528004838.csv\n",
      "20100513005525.csv\n",
      "20100507103627.csv\n",
      "20100518105736.csv\n",
      "20091009124618.csv\n",
      "20100518003231.csv\n",
      "20100512103530.csv\n",
      "20100519102400.csv\n",
      "20100525005830.csv\n",
      "20100527002908.csv\n",
      "20100528102624.csv\n",
      "20100601003222.csv\n",
      "Converting User: 041\n",
      "20090414223348.csv\n",
      "20090228030141.csv\n",
      "20090225044614.csv\n",
      "20090413231728.csv\n",
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      "20090402041133.csv\n",
      "20090530050753.csv\n",
      "20090522025042.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20090216001617.csv\n",
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      "Converting User: 048\n",
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      "Converting User: 084\n",
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    {
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     "output_type": "stream",
     "text": [
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    {
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      "20080516132429.csv\n",
      "20081204084152.csv\n",
      "20090415101100.csv\n",
      "20080511225957.csv\n",
      "20090907132604.csv\n",
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      "20080903232345.csv\n",
      "20081228075036.csv\n",
      "20081210012454.csv\n",
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      "20081225022806.csv\n",
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      "20081018032436.csv\n",
      "20090326225006.csv\n",
      "20081125144306.csv\n",
      "20080520230306.csv\n",
      "20090911105604.csv\n",
      "20081210100324.csv\n",
      "20080904034339.csv\n",
      "20090821113358.csv\n",
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      "20081109092756.csv\n",
      "20081222040836.csv\n",
      "20090928132553.csv\n",
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      "20090517233454.csv\n",
      "20081217003728.csv\n",
      "20080527224904.csv\n",
      "20080725025430.csv\n",
      "20090928111754.csv\n",
      "20090421102505.csv\n",
      "20090509124703.csv\n",
      "20090927113103.csv\n",
      "20090927120741.csv\n",
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      "20090928104328.csv\n",
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      "20090928111307.csv\n",
      "20080527230729.csv\n",
      "20090928111935.csv\n",
      "20090421103759.csv\n",
      "20090927113443.csv\n",
      "20090928104552.csv\n",
      "20090928104630.csv\n",
      "Converting User: 049\n",
      "20090902130325.csv\n",
      "Converting User: 082\n",
      "20090328071946.csv\n",
      "20090325130111.csv\n",
      "20090408004541.csv\n",
      "20090408005100.csv\n",
      "20090408011856.csv\n",
      "Converting User: 076\n",
      "20070417232504.csv\n",
      "20070416235152.csv\n",
      "20070418094653.csv\n",
      "20070419002322.csv\n",
      "20070420121957.csv\n",
      "20070417133606.csv\n",
      "20070423005129.csv\n",
      "20070423131518.csv\n",
      "20070424010412.csv\n",
      "Converting User: 040\n",
      "20090324130629.csv\n",
      "20090411023301.csv\n",
      "20090315090037.csv\n",
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      "20090209043406.csv\n",
      "20090312084000.csv\n",
      "20090215054029.csv\n",
      "20090221041335.csv\n",
      "Converting User: 078\n",
      "20080501103816.csv\n",
      "20080603014817.csv\n",
      "20080503234339.csv\n",
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      "20080524023047.csv\n",
      "20080729001005.csv\n",
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      "20080501235356.csv\n",
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      "20080520023410.csv\n",
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      "20080530065158.csv\n",
      "20080510112935.csv\n",
      "20080528151205.csv\n",
      "20080806014229.csv\n",
      "20080601023607.csv\n",
      "20080519155027.csv\n",
      "20080826021623.csv\n",
      "20080819150309.csv\n",
      "20080503122717.csv\n",
      "20080519004120.csv\n",
      "20080511115747.csv\n",
      "20080524024438.csv\n",
      "20080524094339.csv\n",
      "20080721141728.csv\n",
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      "20080512234700.csv\n",
      "20080805152136.csv\n",
      "20080808050535.csv\n",
      "20080817052326.csv\n",
      "20080818132330.csv\n",
      "20080827012324.csv\n",
      "20080829001628.csv\n",
      "Converting User: 047\n",
      "20070806053706.csv\n",
      "20070804064611.csv\n",
      "20070801104700.csv\n",
      "20070802013511.csv\n",
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      "20070801004719.csv\n",
      "20070803113904.csv\n",
      "20070807102650.csv\n",
      "20070803033541.csv\n",
      "Converting User: 065\n",
      "20110816181754.csv\n",
      "20110906004827.csv\n",
      "20110730135035.csv\n",
      "20110813134136.csv\n",
      "20110806090436.csv\n",
      "20111023043133.csv\n",
      "20111025085403.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "20110923003735.csv\n",
      "20110824135121.csv\n",
      "20111027004003.csv\n",
      "20111027004021.csv\n",
      "Converting User: 091\n",
      "20080108230737.csv\n",
      "20071205215231.csv\n",
      "20071115234800.csv\n",
      "20071120135807.csv\n",
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      "20071210080131.csv\n",
      "20071122165353.csv\n",
      "20080104230531.csv\n",
      "20071220075827.csv\n",
      "Converting User: 096\n",
      "20081109120329.csv\n",
      "20081001115859.csv\n",
      "20080728010853.csv\n",
      "20080903125329.csv\n",
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      "20080907113058.csv\n",
      "20081211005853.csv\n",
      "20081210103048.csv\n",
      "20081210102830.csv\n",
      "20081210101132.csv\n",
      "20081211005927.csv\n",
      "Converting User: 062\n",
      "20081104013441.csv\n",
      "20081001023736.csv\n",
      "20080804065458.csv\n",
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    {
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     "output_type": "stream",
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      "Converting User: 054\n",
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      "Converting User: 053\n",
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      "Converting User: 038\n",
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      "Converting User: 007\n",
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      "20081206004823.csv\n",
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      "20081116091403.csv\n",
      "20081031033536.csv\n",
      "20081105215009.csv\n",
      "20081210004609.csv\n",
      "20081107235006.csv\n",
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      "20081112110908.csv\n",
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      "20081204111010.csv\n",
      "20081117004036.csv\n",
      "20081204010108.csv\n",
      "20081028161937.csv\n",
      "20081212040609.csv\n",
      "20081203053726.csv\n",
      "20081029003730.csv\n",
      "Converting User: 000\n",
      "20090409182800.csv\n",
      "20090424171137.csv\n",
      "20090519094537.csv\n",
      "20090423181101.csv\n",
      "20090519174038.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "20081203032326.csv\n",
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      "20090606060037.csv\n",
      "20090603064302.csv\n",
      "20090628005229.csv\n",
      "20090512013109.csv\n",
      "20081210023503.csv\n",
      "20090515014004.csv\n",
      "Converting User: 009\n",
      "20081116020729.csv\n",
      "20081031102252.csv\n",
      "20081205002204.csv\n",
      "20081207051435.csv\n",
      "20081026044805.csv\n",
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      "20081110001805.csv\n",
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      "20081203001204.csv\n",
      "20081206112105.csv\n",
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      "20081029104758.csv\n",
      "20081214045729.csv\n",
      "20081104141547.csv\n",
      "20081201001453.csv\n",
      "20081028002105.csv\n",
      "20081103103429.csv\n",
      "20081202001004.csv\n",
      "20081109050605.csv\n",
      "20081105042922.csv\n",
      "20081027121402.csv\n",
      "20081101024405.csv\n",
      "20081211002152.csv\n",
      "20081112001804.csv\n",
      "20081212000823.csv\n",
      "20081024101535.csv\n",
      "20081209103835.csv\n",
      "20081113002004.csv\n",
      "20081212095234.csv\n",
      "20081210002334.csv\n",
      "Converting User: 036\n",
      "20090426095027.csv\n",
      "20090220164858.csv\n",
      "20090213040652.csv\n",
      "20090201224828.csv\n",
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      "20090218062323.csv\n",
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      "20090305000001.csv\n",
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      "20090408094615.csv\n",
      "20090410053505.csv\n",
      "20090423102604.csv\n",
      "20090315153504.csv\n",
      "20090206005204.csv\n",
      "20090426095159.csv\n",
      "20090318093455.csv\n",
      "20090203053504.csv\n",
      "20090304171355.csv\n",
      "20090221151051.csv\n",
      "20090225101434.csv\n",
      "20090320092405.csv\n",
      "20090223235710.csv\n",
      "20090212000434.csv\n",
      "20090210233428.csv\n",
      "Converting User: 031\n",
      "20090123053652.csv\n",
      "20090127021151.csv\n",
      "20090206025404.csv\n",
      "20090203091527.csv\n",
      "20090127021307.csv\n",
      "20090123195828.csv\n",
      "Converting User: 052\n",
      "20080730092039.csv\n",
      "20080116073613.csv\n",
      "20080315050746.csv\n",
      "20080531033106.csv\n",
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      "20081008041438.csv\n",
      "20080730120344.csv\n",
      "20080730120929.csv\n",
      "20080730135539.csv\n",
      "20080730095229.csv\n",
      "Converting User: 099\n",
      "20080131031023.csv\n",
      "20080202091034.csv\n",
      "20080126070857.csv\n",
      "20080118041858.csv\n",
      "20071202012209.csv\n",
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      "20071231131037.csv\n",
      "20080316020659.csv\n",
      "20080105035837.csv\n",
      "20080212111859.csv\n",
      "Converting User: 055\n",
      "20110808215103.csv\n",
      "20110930085058.csv\n",
      "20070803101920.csv\n",
      "20110803091252.csv\n",
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      "20110902093233.csv\n",
      "20070809003542.csv\n",
      "20070802012852.csv\n",
      "20110827140757.csv\n",
      "20070801023506.csv\n",
      "Converting User: 063\n",
      "20110201100026.csv\n",
      "20110207152038.csv\n",
      "20101207170858.csv\n",
      "20110203084655.csv\n",
      "20110208164405.csv\n",
      "20101206200703.csv\n",
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      "20101207170158.csv\n",
      "20101126192056.csv\n",
      "20101207074213.csv\n",
      "20101209195552.csv\n",
      "Converting User: 097\n",
      "20070417032859.csv\n",
      "20070614092551.csv\n",
      "20070418120407.csv\n",
      "20070619141253.csv\n",
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      "20070419152053.csv\n",
      "20070620003324.csv\n",
      "20070417004206.csv\n",
      "20070423013051.csv\n",
      "20070416005154.csv\n",
      "20070615005342.csv\n",
      "20070417095043.csv\n",
      "20070417151940.csv\n",
      "20070623143452.csv\n",
      "20070415145925.csv\n",
      "20070421154334.csv\n",
      "20070617034952.csv\n",
      "20070617093045.csv\n",
      "20070624010215.csv\n",
      "20070624025552.csv\n",
      "20070625132252.csv\n",
      "Converting User: 090\n",
      "20070726050802.csv\n",
      "20070722000341.csv\n",
      "20070729045552.csv\n",
      "20070727144059.csv\n",
      "20070723010706.csv\n",
      "20070723132104.csv\n",
      "20070727020222.csv\n",
      "20070724005732.csv\n",
      "Converting User: 064\n",
      "20080828103442.csv\n",
      "20080818000235.csv\n",
      "20080820000536.csv\n",
      "20080826002736.csv\n",
      "20080831161500.csv\n",
      "20080831163318.csv\n",
      "20080825102755.csv\n",
      "20080825063405.csv\n",
      "20080828102106.csv\n",
      "20080825100505.csv\n",
      "20080831161510.csv\n",
      "20080825084009.csv\n",
      "Converting User: 030\n",
      "20090310010558.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20090201163104.csv\n",
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      "Converting User: 008\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "Converting User: 001\n",
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      "Converting User: 039\n",
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      "20090505233730.csv\n",
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      "20090414094741.csv\n",
      "20090531104806.csv\n",
      "20090410000206.csv\n",
      "20090527000404.csv\n",
      "20090626110001.csv\n",
      "20090510231637.csv\n",
      "20090416000407.csv\n",
      "Converting User: 006\n",
      "20081119100240.csv\n",
      "20081106055508.csv\n",
      "20081207161131.csv\n",
      "20081117115526.csv\n",
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      "20081121095600.csv\n",
      "20081116060235.csv\n",
      "20081201105213.csv\n",
      "20081025045800.csv\n",
      "20081203113431.csv\n",
      "20081204071801.csv\n",
      "20081211043153.csv\n",
      "20081206105726.csv\n",
      "20081031041139.csv\n",
      "20081207030201.csv\n",
      "20081209035207.csv\n",
      "20081113035731.csv\n",
      "20081203000839.csv\n",
      "20081210075232.csv\n",
      "20081115122101.csv\n",
      "20081116162930.csv\n",
      "Converting User: 174\n",
      "20080203062337.csv\n",
      "Converting User: 180\n",
      "20090506142639.csv\n",
      "20090415134400.csv\n",
      "20090530161052.csv\n",
      "20090528211734.csv\n",
      "20090507145258.csv\n",
      "Converting User: 173\n",
      "20071202132046.csv\n",
      "20071130143633.csv\n",
      "20071216195300.csv\n",
      "20071215124912.csv\n",
      "20071204164334.csv\n",
      "20071201095103.csv\n",
      "Converting User: 145\n",
      "20080524013507.csv\n",
      "20080510041352.csv\n",
      "20080430084137.csv\n",
      "20080703034708.csv\n",
      "20080429060604.csv\n",
      "20080517103536.csv\n",
      "Converting User: 142\n",
      "20100611012005.csv\n",
      "20100527012335.csv\n",
      "20070425013012.csv\n",
      "20100606032929.csv\n",
      "20100511012704.csv\n",
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      "20081224055406.csv\n",
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      "20100420110933.csv\n",
      "20070414224319.csv\n",
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      "20100706012058.csv\n",
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      "20080525042833.csv\n",
      "20080507025309.csv\n",
      "20080501073216.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20070427040052.csv\n",
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      "20100629013933.csv\n",
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      "20100517105458.csv\n",
      "20100604013359.csv\n",
      "20070413221434.csv\n",
      "20081223062005.csv\n",
      "20080504113356.csv\n",
      "20080724145146.csv\n",
      "20080413081109.csv\n",
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      "20110131015104.csv\n",
      "20100506010852.csv\n",
      "20081222053735.csv\n",
      "20081225012900.csv\n",
      "20100511112134.csv\n",
      "20100530111158.csv\n",
      "20070418111010.csv\n",
      "20100625111835.csv\n",
      "20100604111405.csv\n",
      "20110130094453.csv\n",
      "20080428064238.csv\n",
      "20070416014003.csv\n",
      "20100617110233.csv\n",
      "20080523094348.csv\n",
      "20110126020759.csv\n",
      "20100527111421.csv\n",
      "20100617012035.csv\n",
      "20081221024954.csv\n",
      "20081226013805.csv\n",
      "20080520013148.csv\n",
      "20100602103836.csv\n",
      "20080430080246.csv\n",
      "20080503084504.csv\n",
      "20100922021935.csv\n",
      "20100618110854.csv\n",
      "20081225094354.csv\n",
      "20070421223651.csv\n",
      "20070426111213.csv\n",
      "20100701013934.csv\n",
      "20080522164209.csv\n",
      "20070422064810.csv\n",
      "20080330131737.csv\n",
      "20080429070407.csv\n",
      "20070417111731.csv\n",
      "20100514113801.csv\n",
      "20080413105620.csv\n",
      "Converting User: 129\n",
      "20080505095401.csv\n",
      "20080501232453.csv\n",
      "20080627011735.csv\n",
      "20080516141202.csv\n",
      "20080506051852.csv\n",
      "20080516102928.csv\n",
      "20080506104934.csv\n",
      "20080627011740.csv\n",
      "20080627012922.csv\n",
      "20080516130305.csv\n",
      "20080516103537.csv\n",
      "20080506094357.csv\n",
      "20080516134842.csv\n",
      "20080516104413.csv\n",
      "20080627053635.csv\n",
      "20080627015936.csv\n",
      "Converting User: 116\n",
      "Converting User: 111\n",
      "20070413152330.csv\n",
      "Converting User: 118\n",
      "20070519065023.csv\n",
      "Converting User: 127\n",
      "20081001005535.csv\n",
      "20080928021931.csv\n",
      "20081001225205.csv\n",
      "20081002120131.csv\n",
      "20080927005735.csv\n",
      "20081005084409.csv\n",
      "20081006125605.csv\n",
      "20080927110508.csv\n",
      "20081006004154.csv\n",
      "20080929042557.csv\n",
      "Converting User: 120\n",
      "20090919071137.csv\n",
      "20090920065901.csv\n",
      "Converting User: 143\n",
      "20090912125530.csv\n",
      "Converting User: 144\n",
      "Converting User: 172\n",
      "20080718125011.csv\n",
      "20080619191553.csv\n",
      "20080718111809.csv\n",
      "20080627013141.csv\n",
      "20080622061804.csv\n",
      "20080628065356.csv\n",
      "20080619173032.csv\n",
      "20080622130505.csv\n",
      "20080509011520.csv\n",
      "20080620060401.csv\n",
      "20080622130932.csv\n",
      "20080509234859.csv\n",
      "20080718110402.csv\n",
      "20080621152548.csv\n",
      "20080619172945.csv\n",
      "20080718125812.csv\n",
      "20080627154405.csv\n",
      "20080621171537.csv\n",
      "20080622104611.csv\n",
      "20080718111636.csv\n",
      "20080509054807.csv\n",
      "Converting User: 181\n",
      "20071207100605.csv\n",
      "20080314025755.csv\n",
      "20071210032337.csv\n",
      "20071231060101.csv\n",
      "20071216101100.csv\n",
      "20071211041637.csv\n",
      "20080115121304.csv\n",
      "20080206025637.csv\n",
      "20080217010131.csv\n",
      "20071226041235.csv\n",
      "20080101023337.csv\n",
      "20080128042855.csv\n",
      "20071229092307.csv\n",
      "20080216080442.csv\n",
      "20071208010931.csv\n",
      "Converting User: 175\n",
      "20071019221253.csv\n",
      "20071019052315.csv\n",
      "20071019055218.csv\n",
      "20071020013401.csv\n",
      "20071022014704.csv\n",
      "20071020012337.csv\n",
      "20071019111844.csv\n",
      "20071019124826.csv\n",
      "20071020024302.csv\n",
      "20071019130412.csv\n",
      "Converting User: 121\n",
      "20091005102823.csv\n",
      "20091004095125.csv\n",
      "20091008154408.csv\n",
      "20091011115337.csv\n",
      "20091009204618.csv\n",
      "Converting User: 119\n",
      "20080907031053.csv\n",
      "20080913055305.csv\n",
      "20080912010835.csv\n",
      "20080819052100.csv\n",
      "20080730010439.csv\n",
      "20081006001735.csv\n",
      "20080930075522.csv\n",
      "20080806004745.csv\n",
      "20080920182834.csv\n",
      "20081005041023.csv\n",
      "20080909013926.csv\n",
      "20080923103305.csv\n",
      "20080927125153.csv\n",
      "20080905012522.csv\n",
      "20080914040135.csv\n",
      "20080808011736.csv\n",
      "20080807004421.csv\n",
      "20080820074506.csv\n",
      "20080902043134.csv\n",
      "20080728140755.csv\n",
      "20080906141834.csv\n",
      "20080806090637.csv\n",
      "20080828235728.csv\n",
      "20080924010734.csv\n",
      "20080729005527.csv\n",
      "20080915233929.csv\n",
      "20080805100752.csv\n",
      "20080821052804.csv\n",
      "20080917041229.csv\n",
      "20080911004606.csv\n",
      "20080922003552.csv\n",
      "20080804005706.csv\n",
      "20080925002004.csv\n",
      "20080824002035.csv\n",
      "20080908005904.csv\n",
      "20080914101459.csv\n",
      "20080823085204.csv\n",
      "20080922141505.csv\n",
      "20080918005935.csv\n",
      "20080914233735.csv\n",
      "20080927005205.csv\n",
      "20080930070335.csv\n",
      "20080825101104.csv\n",
      "20080730094900.csv\n",
      "20080801005033.csv\n",
      "Converting User: 126\n",
      "20080921070122.csv\n",
      "20081119014553.csv\n",
      "20080531131458.csv\n",
      "20080531132640.csv\n",
      "Converting User: 110\n",
      "20080118165053.csv\n",
      "20071214144208.csv\n",
      "20071226132701.csv\n",
      "20080301114304.csv\n",
      "20080105115446.csv\n",
      "20071205160758.csv\n",
      "20080107103048.csv\n",
      "20071130143734.csv\n",
      "20080115182044.csv\n",
      "20080301045529.csv\n",
      "20071214164633.csv\n",
      "20071229171216.csv\n",
      "20080302105335.csv\n",
      "20080223133359.csv\n",
      "20080301194619.csv\n",
      "20080118082707.csv\n",
      "20080115200806.csv\n",
      "20071208113047.csv\n",
      "20071204123735.csv\n",
      "Converting User: 128\n",
      "Converting User: 117\n",
      "20070704115537.csv\n",
      "20070629150221.csv\n",
      "20070629152958.csv\n",
      "20070704114533.csv\n",
      "Converting User: 153\n",
      "Converting User: 154\n",
      "20070507052941.csv\n",
      "20070505010317.csv\n",
      "20070517140241.csv\n",
      "20070516142958.csv\n",
      "20070515012828.csv\n",
      "20070502051941.csv\n",
      "20070510125023.csv\n",
      "20070503023804.csv\n",
      "20070518010041.csv\n",
      "20070514144702.csv\n",
      "20070511145229.csv\n",
      "20070508125126.csv\n",
      "20070501100733.csv\n",
      "20070503131403.csv\n",
      "20070520140858.csv\n",
      "20070516005936.csv\n",
      "20070513140647.csv\n",
      "20070509124902.csv\n",
      "20070507220640.csv\n",
      "20070507122006.csv\n",
      "20070512105009.csv\n",
      "20070509013010.csv\n",
      "20070513045659.csv\n",
      "20070521011008.csv\n",
      "20070515141258.csv\n",
      "20070517005300.csv\n",
      "20070512034459.csv\n",
      "20070514005536.csv\n",
      "20070430114738.csv\n",
      "20070520142422.csv\n",
      "20070520064340.csv\n",
      "20070510012233.csv\n",
      "20070507054114.csv\n",
      "20070508122002.csv\n",
      "20070514142310.csv\n",
      "20070507115952.csv\n",
      "20070520140924.csv\n",
      "20070507053024.csv\n",
      "20070507105712.csv\n",
      "20070507120816.csv\n",
      "20070521142156.csv\n",
      "20070507060023.csv\n",
      "Converting User: 162\n",
      "20070802013359.csv\n",
      "20070803102554.csv\n",
      "20070802120734.csv\n",
      "20070805071458.csv\n",
      "20070801000958.csv\n",
      "20070810012028.csv\n",
      "20070804093053.csv\n",
      "20070807132810.csv\n",
      "20070809015440.csv\n",
      "20070806115628.csv\n",
      "20070807011029.csv\n",
      "Converting User: 165\n",
      "20111107005305.csv\n",
      "20111121004321.csv\n",
      "20111025145235.csv\n",
      "20111103005034.csv\n",
      "20111118153633.csv\n",
      "20111114001934.csv\n",
      "20111027002728.csv\n",
      "20111113010804.csv\n",
      "20111118153333.csv\n",
      "20111115002433.csv\n",
      "20111118002234.csv\n",
      "20111021102603.csv\n",
      "20111021003333.csv\n",
      "20111024102157.csv\n",
      "20111020104628.csv\n",
      "20111104004704.csv\n",
      "20111113104727.csv\n",
      "20111018143604.csv\n",
      "20111028004658.csv\n",
      "20111120023534.csv\n",
      "20111119010003.csv\n",
      "20111112084303.csv\n",
      "20111118002303.csv\n",
      "20111025004728.csv\n",
      "20111025140340.csv\n",
      "20111018041534.csv\n",
      "Converting User: 131\n",
      "20090722073436.csv\n",
      "20090701201844.csv\n",
      "20090702081610.csv\n",
      "20090417183716.csv\n",
      "20090801102701.csv\n",
      "20090424081932.csv\n",
      "20090423193605.csv\n",
      "20090627094534.csv\n",
      "20090419062645.csv\n",
      "20090421063014.csv\n",
      "20090626180447.csv\n",
      "20090731231046.csv\n",
      "20090418092930.csv\n",
      "20090630073820.csv\n",
      "20090702180006.csv\n",
      "20090417113257.csv\n",
      "20090422083447.csv\n",
      "20090802110417.csv\n",
      "20090710095724.csv\n",
      "20090715114756.csv\n",
      "20090703072644.csv\n",
      "Converting User: 136\n",
      "Converting User: 109\n",
      "20071202192334.csv\n",
      "20071203071239.csv\n",
      "20071203161210.csv\n",
      "20071130143617.csv\n",
      "Converting User: 100\n",
      "20110803093537.csv\n",
      "20110731102629.csv\n",
      "20110729224137.csv\n",
      "20110729124412.csv\n",
      "20110802234922.csv\n",
      "20110808212707.csv\n",
      "Converting User: 107\n",
      "20071007000023.csv\n",
      "20071007000954.csv\n",
      "Converting User: 138\n",
      "20070523014840.csv\n",
      "20070626001835.csv\n",
      "20070608005422.csv\n",
      "20070531021244.csv\n",
      "20070606151153.csv\n",
      "20070604015239.csv\n",
      "20070528010654.csv\n",
      "20070611151222.csv\n",
      "20070612104819.csv\n",
      "20070524144909.csv\n",
      "20070526060023.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20070627113723.csv\n",
      "20070525050024.csv\n",
      "20070528010004.csv\n",
      "20070621110544.csv\n",
      "20070621133808.csv\n",
      "20070627000753.csv\n",
      "20070621142638.csv\n",
      "20070627133500.csv\n",
      "20070525083349.csv\n",
      "20070621122303.csv\n",
      "20070627123744.csv\n",
      "Converting User: 164\n",
      "20071202011856.csv\n",
      "20071205092109.csv\n",
      "20071130075508.csv\n",
      "20071209063451.csv\n",
      "20071207034107.csv\n",
      "20071208013332.csv\n",
      "20071201013515.csv\n",
      "Converting User: 163\n",
      "Converting User: 155\n",
      "20090730000352.csv\n",
      "20090729093459.csv\n",
      "20090714093051.csv\n",
      "20090802235234.csv\n",
      "20090516064929.csv\n",
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      "20090720112104.csv\n",
      "20090805000652.csv\n",
      "20090713101534.csv\n",
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      "20090722105258.csv\n",
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      "20090623005317.csv\n",
      "20090731093122.csv\n",
      "20090521132833.csv\n",
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      "20090717000704.csv\n",
      "20090622011104.csv\n",
      "20090728093133.csv\n",
      "20090721093404.csv\n",
      "20090601011741.csv\n",
      "20090602132421.csv\n",
      "20090731000404.csv\n",
      "20090531132552.csv\n",
      "20090527070133.csv\n",
      "20090622131304.csv\n",
      "20090601122104.csv\n",
      "20090521231704.csv\n",
      "20090729000028.csv\n",
      "20090724000604.csv\n",
      "20090727131028.csv\n",
      "20090609003658.csv\n",
      "20090711014504.csv\n",
      "20090709130404.csv\n",
      "Converting User: 152\n",
      "20080822125436.csv\n",
      "20080823030936.csv\n",
      "20080822131034.csv\n",
      "20080822005205.csv\n",
      "Converting User: 106\n",
      "20071008015645.csv\n",
      "20071009234753.csv\n",
      "Converting User: 139\n",
      "20070904074021.csv\n",
      "20070920144358.csv\n",
      "20070921003110.csv\n",
      "20071006080804.csv\n",
      "20071003230234.csv\n",
      "20070906234502.csv\n",
      "20070922002411.csv\n",
      "20071007071223.csv\n",
      "20070904074121.csv\n",
      "20070904142453.csv\n",
      "20071008144651.csv\n",
      "20071009002641.csv\n",
      "20071007102515.csv\n",
      "20071007100855.csv\n",
      "20070904083007.csv\n",
      "20070904145906.csv\n",
      "20070904142558.csv\n",
      "20070904080756.csv\n",
      "Converting User: 101\n",
      "20080629075340.csv\n",
      "20080629102411.csv\n",
      "20080629082200.csv\n",
      "Converting User: 137\n",
      "20110127215330.csv\n",
      "Converting User: 108\n",
      "20071006080804.csv\n",
      "20071003230234.csv\n",
      "20071007071223.csv\n",
      "20071008144651.csv\n",
      "20071009002641.csv\n",
      "20071007102515.csv\n",
      "20071007100855.csv\n",
      "Converting User: 130\n",
      "20090706191132.csv\n",
      "20090829171131.csv\n",
      "20090915181837.csv\n",
      "20090828132535.csv\n",
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      "20090914182731.csv\n",
      "20090801150901.csv\n",
      "20090918191301.csv\n",
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      "20091006215807.csv\n",
      "20090830144112.csv\n",
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      "20090711143607.csv\n",
      "20090905124052.csv\n",
      "20090917175807.csv\n",
      "20090912135035.csv\n",
      "20090712122904.csv\n",
      "20090909175435.csv\n",
      "Converting User: 089\n",
      "20080423020500.csv\n",
      "20080418105628.csv\n",
      "20080421114140.csv\n",
      "20080707111403.csv\n",
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      "20080607072051.csv\n",
      "20080630112527.csv\n",
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      "20080701152128.csv\n",
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      "20080509043509.csv\n",
      "20080423111422.csv\n",
      "20080604093604.csv\n",
      "20080510110634.csv\n",
      "20080501010943.csv\n",
      "20080630042612.csv\n",
      "20080505113639.csv\n",
      "20080513143703.csv\n",
      "20080426073522.csv\n",
      "20080430122539.csv\n",
      "20080510022509.csv\n",
      "20080419073627.csv\n",
      "20080518015626.csv\n",
      "20080502000034.csv\n",
      "20080528101138.csv\n",
      "20080430013446.csv\n",
      "20080506115939.csv\n",
      "20080801070839.csv\n",
      "20080602190458.csv\n",
      "20080527110939.csv\n",
      "20080511063707.csv\n",
      "20080509112439.csv\n",
      "20080707015234.csv\n",
      "20080508105939.csv\n",
      "20080701013734.csv\n",
      "20080511110728.csv\n",
      "20080506030816.csv\n",
      "20080422112220.csv\n",
      "20080414102228.csv\n",
      "20080517082659.csv\n",
      "20080517070234.csv\n",
      "20080703232504.csv\n",
      "20080608133334.csv\n",
      "20080507001216.csv\n",
      "20080601002839.csv\n",
      "20080424104828.csv\n",
      "20080503015839.csv\n",
      "20080503085231.csv\n",
      "20080702024722.csv\n",
      "20080704113017.csv\n",
      "20080416045234.csv\n",
      "20080801060643.csv\n",
      "20080708112620.csv\n",
      "20080510025608.csv\n",
      "20080425112234.csv\n",
      "20080415034030.csv\n",
      "20080428110410.csv\n",
      "20080801060709.csv\n",
      "Converting User: 042\n",
      "20090201084012.csv\n",
      "20081030151911.csv\n",
      "20090316003047.csv\n",
      "20090305044208.csv\n",
      "20081015050136.csv\n",
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      "20090414083545.csv\n",
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      "20081006125904.csv\n",
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      "20090131025816.csv\n",
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      "20090206082905.csv\n",
      "20081006003201.csv\n",
      "20090201021615.csv\n",
      "20090213020242.csv\n",
      "20081128161553.csv\n",
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      "20081006062539.csv\n",
      "20081011042636.csv\n",
      "20090215042854.csv\n",
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      "20081220122548.csv\n",
      "20081004135755.csv\n",
      "20081015030620.csv\n",
      "20081004111352.csv\n",
      "20081031020213.csv\n",
      "20081030064340.csv\n",
      "20090218024246.csv\n",
      "20081011102205.csv\n",
      "20081004093032.csv\n",
      "20090409023633.csv\n",
      "20081107064033.csv\n",
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      "20090210140530.csv\n",
      "20081017012548.csv\n",
      "20090224054912.csv\n",
      "20081109105213.csv\n",
      "20090224104300.csv\n",
      "20081014053518.csv\n",
      "20081016120416.csv\n",
      "20090318091509.csv\n",
      "20090302084734.csv\n",
      "20081007002040.csv\n",
      "20081010142652.csv\n",
      "20081110034423.csv\n",
      "20090408013219.csv\n",
      "20090215042926.csv\n",
      "20090209094407.csv\n",
      "20090323065330.csv\n",
      "20090210100846.csv\n",
      "20081007135017.csv\n",
      "20081009023736.csv\n",
      "20090311021516.csv\n",
      "20090209015736.csv\n",
      "20090325120454.csv\n",
      "20090211232345.csv\n",
      "Converting User: 045\n",
      "20101004145703.csv\n",
      "20101005172736.csv\n",
      "20100626164839.csv\n",
      "20100627212426.csv\n",
      "20100626141922.csv\n",
      "20101006102438.csv\n",
      "20101008231230.csv\n",
      "20100626061702.csv\n",
      "20100812153736.csv\n",
      "Converting User: 087\n",
      "20070818024428.csv\n",
      "20070815105144.csv\n",
      "20070817145052.csv\n",
      "20070815003706.csv\n",
      "20070816010102.csv\n",
      "20070818091237.csv\n",
      "20070819022010.csv\n",
      "20070820004341.csv\n",
      "Converting User: 073\n",
      "Converting User: 074\n",
      "20120213002235.csv\n",
      "20120113003004.csv\n",
      "20120112120907.csv\n",
      "20120222123334.csv\n",
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      "20120301005954.csv\n",
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      "20120107093332.csv\n",
      "20120131002805.csv\n",
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      "20110926013206.csv\n",
      "20120307004055.csv\n",
      "20120307133821.csv\n",
      "20120107025535.csv\n",
      "20120212090028.csv\n",
      "20120203002009.csv\n",
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      "20120215005352.csv\n",
      "20120502134820.csv\n",
      "20120216004537.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20120209005605.csv\n",
      "20120208062159.csv\n",
      "20120322141648.csv\n",
      "20120131135403.csv\n",
      "20120130135925.csv\n",
      "20120309141825.csv\n",
      "20120308005631.csv\n",
      "20120305134558.csv\n",
      "20120109141434.csv\n",
      "20120219113225.csv\n",
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      "20120213120529.csv\n",
      "20120302123335.csv\n",
      "20120207134833.csv\n",
      "20120225002436.csv\n",
      "20120106101442.csv\n",
      "20120409133338.csv\n",
      "20120104144202.csv\n",
      "20120315002537.csv\n",
      "Converting User: 080\n",
      "20070629101826.csv\n",
      "20070629093733.csv\n",
      "20070706112315.csv\n",
      "20070706114628.csv\n",
      "20070706135526.csv\n",
      "Converting User: 020\n",
      "20111027161506.csv\n",
      "20111118101629.csv\n",
      "20111128015322.csv\n",
      "20111116153831.csv\n",
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      "20110906150001.csv\n",
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      "20110905142237.csv\n",
      "20111013151135.csv\n",
      "20111106153504.csv\n",
      "20110927150258.csv\n",
      "20110911000506.csv\n",
      "20111103021406.csv\n",
      "20110910113041.csv\n",
      "20110907150006.csv\n",
      "20110828143340.csv\n",
      "20111017020238.csv\n",
      "20111024014825.csv\n",
      "20110926014137.csv\n",
      "20111105152823.csv\n",
      "20111001045226.csv\n",
      "20111022144032.csv\n",
      "20111220145401.csv\n",
      "20111119042142.csv\n",
      "20110921013007.csv\n",
      "20111122014130.csv\n",
      "20111222021305.csv\n",
      "20111201020105.csv\n",
      "20111005152131.csv\n",
      "20111223015835.csv\n",
      "20111108020135.csv\n",
      "20111221150308.csv\n",
      "20111007151536.csv\n",
      "20111111153907.csv\n",
      "20111025142225.csv\n",
      "20111125152106.csv\n",
      "20110924033308.csv\n",
      "20111016034837.csv\n",
      "20111102145454.csv\n",
      "20110827093443.csv\n",
      "20111104141032.csv\n",
      "20110904034809.csv\n",
      "20111115013237.csv\n",
      "20111130020900.csv\n",
      "20110925023233.csv\n",
      "20111116014801.csv\n",
      "20111125014422.csv\n",
      "20111027161506.csv\n",
      "20111118101629.csv\n",
      "20111128015322.csv\n",
      "20111209015635.csv\n",
      "20111209021619.csv\n",
      "20111213143458.csv\n",
      "20111221014028.csv\n",
      "20111227051001.csv\n",
      "Converting User: 027\n",
      "20090123012034.csv\n",
      "20090124013404.csv\n",
      "20090121204851.csv\n",
      "20090113100022.csv\n",
      "20090113233903.csv\n",
      "Converting User: 018\n",
      "20081108033450.csv\n",
      "20081215041958.csv\n",
      "20081115022731.csv\n",
      "20081201011607.csv\n",
      "20081207133700.csv\n",
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      "20081207115502.csv\n",
      "20081202010307.csv\n",
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      "20081105120211.csv\n",
      "20081108000012.csv\n",
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      "20081114011724.csv\n",
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      "20081214093422.csv\n",
      "20081106100852.csv\n",
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      "20081114011556.csv\n",
      "20081130142105.csv\n",
      "20081106024303.csv\n",
      "20081111080535.csv\n",
      "20081107073824.csv\n",
      "Converting User: 011\n",
      "20081204230904.csv\n",
      "20080927055038.csv\n",
      "20081214090347.csv\n",
      "20081118082156.csv\n",
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      "20081118044722.csv\n",
      "20081101060456.csv\n",
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      "20081027232201.csv\n",
      "20081012060515.csv\n",
      "20081008014843.csv\n",
      "20081202115851.csv\n",
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      "20081025034918.csv\n",
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      "20081006120122.csv\n",
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      "20081019081717.csv\n",
      "20081008005425.csv\n",
      "20081205033016.csv\n",
      "20081118100007.csv\n",
      "20081006233124.csv\n",
      "20081121015319.csv\n",
      "20081111100646.csv\n",
      "20080926104408.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20081011065339.csv\n",
      "20081113233329.csv\n",
      "20081205094042.csv\n",
      "20081023092517.csv\n",
      "20081024083442.csv\n",
      "20081121112515.csv\n",
      "20081020060818.csv\n",
      "20081119083408.csv\n",
      "Converting User: 016\n",
      "20081209003622.csv\n",
      "20081214050759.csv\n",
      "20081110091735.csv\n",
      "20081210004205.csv\n",
      "20081118001935.csv\n",
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      "20081027122004.csv\n",
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      "20081123023535.csv\n",
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      "20081113002329.csv\n",
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      "20081028002004.csv\n",
      "20081030071129.csv\n",
      "20081216010805.csv\n",
      "20081029015053.csv\n",
      "20081031101735.csv\n",
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      "20081121053112.csv\n",
      "20081027122027.csv\n",
      "20081103000929.csv\n",
      "20081215004559.csv\n",
      "20081124052729.csv\n",
      "20081125002035.csv\n",
      "20081103221753.csv\n",
      "20081119011958.csv\n",
      "20081118122506.csv\n",
      "20081112000105.csv\n",
      "20081211005204.csv\n",
      "20081101033223.csv\n",
      "20081031011035.csv\n",
      "20081117000735.csv\n",
      "20081106104951.csv\n",
      "20081108050853.csv\n",
      "20081210102335.csv\n",
      "20081109221647.csv\n",
      "Converting User: 029\n",
      "20090223233033.csv\n",
      "20090312231752.csv\n",
      "20090118231933.csv\n",
      "20090131225752.csv\n",
      "20090113054251.csv\n",
      "20090224225551.csv\n",
      "20090116110627.csv\n",
      "20090219230352.csv\n",
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      "20090312112334.csv\n",
      "20090113054243.csv\n",
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      "20090224090135.csv\n",
      "20090201225558.csv\n",
      "20090116001822.csv\n",
      "20090121231933.csv\n",
      "20090225090551.csv\n",
      "20090201090758.csv\n",
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      "20090120232521.csv\n",
      "20090316090503.csv\n",
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      "20090114230628.csv\n",
      "20090313090729.csv\n",
      "20090211230127.csv\n",
      "20090313090658.csv\n",
      "20090225090603.csv\n",
      "20090315225504.csv\n",
      "20090113225133.csv\n",
      "20090115101158.csv\n",
      "20090310075634.csv\n",
      "20090114132903.csv\n",
      "20090306001733.csv\n",
      "20090308232728.csv\n",
      "20090216090058.csv\n",
      "20090309225033.csv\n",
      "20090212225828.csv\n",
      "20090321022628.csv\n",
      "20090224095618.csv\n",
      "20090309091128.csv\n",
      "Converting User: 081\n",
      "20080608011604.csv\n",
      "20080523014153.csv\n",
      "20080531130634.csv\n",
      "20080530065051.csv\n",
      "20080524021405.csv\n",
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      "20080608014359.csv\n",
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      "20080722030305.csv\n",
      "20080722004329.csv\n",
      "20080608011616.csv\n",
      "20080730091722.csv\n",
      "20080730084406.csv\n",
      "20080730095412.csv\n",
      "Converting User: 075\n",
      "20110808215103.csv\n",
      "Converting User: 072\n",
      "20070720064948.csv\n",
      "20070721032318.csv\n",
      "Converting User: 086\n",
      "20070430005405.csv\n",
      "20070507024035.csv\n",
      "20070430051329.csv\n",
      "Converting User: 044\n",
      "20090312232306.csv\n",
      "20090311232905.csv\n",
      "20090316232008.csv\n",
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      "20090411115536.csv\n",
      "20090308235057.csv\n",
      "20090325051859.csv\n",
      "20090409122305.csv\n",
      "Converting User: 088\n",
      "Converting User: 043\n",
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      "Converting User: 017\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "20090307102011.csv\n",
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      "20090130035557.csv\n",
      "20081205081710.csv\n",
      "Converting User: 028\n",
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      "20090210091805.csv\n",
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      "20090220110939.csv\n",
      "Converting User: 010\n",
      "20080618121033.csv\n",
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      "Converting User: 026\n",
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      "Converting User: 019\n",
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      "Converting User: 021\n",
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      "Converting User: 003\n",
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     ]
    },
    {
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     "output_type": "stream",
     "text": [
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      "Converting User: 004\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "20081118081308.csv\n",
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      "Converting User: 032\n",
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      "Converting User: 035\n",
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      "Converting User: 095\n",
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      "Converting User: 061\n",
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      "20070803102824.csv\n",
      "Converting User: 066\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20091007110530.csv\n",
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      "Converting User: 092\n",
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      "Converting User: 059\n",
      "Converting User: 050\n",
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      "Converting User: 057\n",
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      "20090404080559.csv\n",
      "20090718015703.csv\n",
      "20090408101806.csv\n",
      "20090727000020.csv\n",
      "20090418044515.csv\n",
      "20090307094847.csv\n",
      "20090708011245.csv\n",
      "20090319092128.csv\n",
      "20090312082908.csv\n",
      "20090414124257.csv\n",
      "20090304015439.csv\n",
      "20090307043139.csv\n",
      "20090414040538.csv\n",
      "20090317122636.csv\n",
      "20090220015854.csv\n",
      "20090420050013.csv\n",
      "20090312110700.csv\n",
      "20090706055155.csv\n",
      "20090716015938.csv\n",
      "20090313000000.csv\n",
      "20090410000004.csv\n",
      "Converting User: 033\n",
      "20090111194652.csv\n",
      "20090115212022.csv\n",
      "20081222005905.csv\n",
      "20090112103705.csv\n",
      "20090109125620.csv\n",
      "20090109001234.csv\n",
      "20090115000722.csv\n",
      "20090107103706.csv\n",
      "20090118031029.csv\n",
      "20090118030928.csv\n",
      "20081218004559.csv\n",
      "20090114001003.csv\n",
      "20081223001604.csv\n",
      "Converting User: 005\n",
      "20090119101553.csv\n",
      "20081122063855.csv\n",
      "20081112141152.csv\n",
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      "20090113112028.csv\n",
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      "20081024041230.csv\n",
      "20081025140429.csv\n",
      "20081205004200.csv\n",
      "20090224010335.csv\n",
      "20081113180854.csv\n",
      "20081124000757.csv\n",
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      "20090312093137.csv\n",
      "20081105104055.csv\n",
      "20081029012707.csv\n",
      "20090122004933.csv\n",
      "20090311101059.csv\n",
      "20081106160526.csv\n",
      "20081115010304.csv\n",
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      "20090223100213.csv\n",
      "20081130222038.csv\n",
      "20090222050735.csv\n",
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      "20081105180806.csv\n",
      "20081103190031.csv\n",
      "20090120110727.csv\n",
      "20081107084808.csv\n",
      "20081121142433.csv\n",
      "20090314053107.csv\n",
      "20081117215135.csv\n",
      "20090227151904.csv\n",
      "20081109060937.csv\n",
      "20081103014237.csv\n",
      "20081204094805.csv\n",
      "20090304202701.csv\n",
      "20081108093559.csv\n",
      "20090313050234.csv\n",
      "20081102041531.csv\n",
      "20081113070907.csv\n",
      "20081121041639.csv\n",
      "20090319043602.csv\n",
      "20081115103656.csv\n",
      "20081026094426.csv\n",
      "20081121223001.csv\n",
      "20081116201418.csv\n",
      "20081119204130.csv\n",
      "Converting User: 002\n",
      "20090215090852.csv\n",
      "20081104111530.csv\n",
      "20090109235408.csv\n",
      "20081203113052.csv\n",
      "20081223095334.csv\n",
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      "20090212102003.csv\n",
      "20090314011957.csv\n",
      "20090311134104.csv\n",
      "20081103102301.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20081118110037.csv\n",
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      "20090202001804.csv\n",
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      "20090119103005.csv\n",
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      "20081030102229.csv\n",
      "20081206035334.csv\n",
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      "20081029001905.csv\n",
      "20090208234052.csv\n",
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      "20081208104929.csv\n",
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      "20090124021906.csv\n",
      "20081212114702.csv\n",
      "20081105002708.csv\n",
      "20090120100033.csv\n",
      "20081120105208.csv\n",
      "20081113001901.csv\n",
      "20090221033628.csv\n",
      "20090208044718.csv\n",
      "Converting User: 056\n",
      "20071030015518.csv\n",
      "20071026150617.csv\n",
      "20071024011341.csv\n",
      "20071027052847.csv\n",
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      "20071013074915.csv\n",
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      "20071128123035.csv\n",
      "20071019052441.csv\n",
      "20071101150736.csv\n",
      "20071102125940.csv\n",
      "20071108145623.csv\n",
      "20071108150150.csv\n",
      "Converting User: 069\n",
      "20080627011735.csv\n",
      "20080627011740.csv\n",
      "20080627012922.csv\n",
      "20080506094404.csv\n",
      "20080506050533.csv\n",
      "20080627053635.csv\n",
      "20080627015936.csv\n",
      "Converting User: 051\n",
      "20071208165625.csv\n",
      "20080107213346.csv\n",
      "20080202201110.csv\n",
      "20071222160017.csv\n",
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      "20071220153904.csv\n",
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      "20080211215725.csv\n",
      "20071207180812.csv\n",
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      "20080203130721.csv\n",
      "20080328085804.csv\n",
      "20080213132944.csv\n",
      "20071210130517.csv\n",
      "Converting User: 093\n",
      "20080823085609.csv\n",
      "20080815193228.csv\n",
      "20080823013804.csv\n",
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      "20080815083520.csv\n",
      "20080820113245.csv\n",
      "20080714175310.csv\n",
      "20080720074046.csv\n",
      "Converting User: 067\n",
      "20110427124624.csv\n",
      "20110425021858.csv\n",
      "20110505144000.csv\n",
      "20101024084407.csv\n",
      "Converting User: 058\n",
      "20070603095025.csv\n",
      "20070603123508.csv\n",
      "20070603125359.csv\n",
      "Converting User: 060\n",
      "20070820014923.csv\n",
      "Converting User: 094\n",
      "20070804040103.csv\n",
      "20070809003606.csv\n",
      "20070807095135.csv\n",
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      "20070809102311.csv\n",
      "20070731114843.csv\n",
      "20070805013330.csv\n",
      "20070802235316.csv\n",
      "Converting User: 112\n",
      "20080508094734.csv\n",
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      "20080505011715.csv\n",
      "20080128010428.csv\n",
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      "20080704021011.csv\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20080612012637.csv\n",
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      "20080523130437.csv\n",
      "20080711020311.csv\n",
      "20080716020639.csv\n",
      "20080718013204.csv\n",
      "Converting User: 115\n",
      "20070513083506.csv\n",
      "20070513012545.csv\n",
      "20080501070620.csv\n",
      "20080521101440.csv\n",
      "20080723015906.csv\n",
      "20080723053750.csv\n",
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      "20080723042030.csv\n",
      "20080723020156.csv\n",
      "Converting User: 123\n",
      "20090926190929.csv\n",
      "20090923092000.csv\n",
      "20090923154335.csv\n",
      "20090924183029.csv\n",
      "20090927083334.csv\n",
      "Converting User: 124\n",
      "Converting User: 170\n",
      "20080429013805.csv\n",
      "20080512012705.csv\n",
      "20080428112704.csv\n",
      "20080514015805.csv\n",
      "20080514015623.csv\n",
      "20080521014113.csv\n",
      "20080521015929.csv\n",
      "20080514021918.csv\n",
      "20080521013329.csv\n",
      "Converting User: 177\n",
      "20090919171122.csv\n",
      "Converting User: 148\n",
      "20110514111537.csv\n",
      "20110522083444.csv\n",
      "20110710022237.csv\n",
      "Converting User: 141\n",
      "20111010001933.csv\n",
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      "20111023022652.csv\n",
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      "20111023001058.csv\n",
      "20111023040043.csv\n",
      "20111009112936.csv\n",
      "20111013012453.csv\n",
      "Converting User: 146\n",
      "20070808003658.csv\n",
      "20070806134558.csv\n",
      "20070801093813.csv\n",
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      "20070809011153.csv\n",
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      "20070805234858.csv\n",
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      "Converting User: 179\n",
      "20081009094806.csv\n",
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      "Converting User: 125\n",
      "20080820011704.csv\n",
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      "Converting User: 122\n",
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      "20090524162334.csv\n",
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      "Converting User: 114\n",
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      "Converting User: 147\n",
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      "Converting User: 178\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "20080824044405.csv\n",
      "20090915151005.csv\n",
      "20080828145747.csv\n",
      "20090616114901.csv\n",
      "20090629103638.csv\n",
      "20090214053900.csv\n",
      "20090825103247.csv\n",
      "20090917131229.csv\n",
      "20090319052244.csv\n",
      "20090707170406.csv\n",
      "20090916024241.csv\n",
      "20090402145006.csv\n",
      "20090109030249.csv\n",
      "20090731000103.csv\n",
      "20090609021610.csv\n",
      "20090324144749.csv\n",
      "20080830051803.csv\n",
      "20081021014137.csv\n",
      "20090518161738.csv\n",
      "20090314043202.csv\n",
      "20090611090736.csv\n",
      "20090220142515.csv\n",
      "20090831110210.csv\n",
      "20090109111735.csv\n",
      "20090909105329.csv\n",
      "20080917011453.csv\n",
      "20090702095043.csv\n",
      "20090506023747.csv\n",
      "20090421022800.csv\n",
      "20081107155834.csv\n",
      "20090824190739.csv\n",
      "20090923121729.csv\n",
      "Converting User: 176\n",
      "20071208013029.csv\n",
      "20071209063433.csv\n",
      "20071206005902.csv\n",
      "20071130093310.csv\n",
      "20071201013222.csv\n",
      "20071205092000.csv\n",
      "20071207031942.csv\n",
      "20071202011858.csv\n",
      "Converting User: 149\n",
      "20090912073357.csv\n",
      "Converting User: 171\n",
      "20070725095405.csv\n",
      "20070728064135.csv\n",
      "20070726011601.csv\n",
      "20070727124958.csv\n",
      "20070723033153.csv\n"
     ]
    }
   ],
   "source": [
    "# Creates new columns with x, y coordinates in metres (converted from the latitude and longitude coordinates)\n",
    "\n",
    "#The median of the mean position of all the trajectories. Here used as the origin of the new Cartesian system\n",
    "startPos = [39.976483585105079, 116.337387332238023]\n",
    "\n",
    "for direc in dirs:\n",
    "\tprint('Converting User:', direc)\n",
    "\ttrajdir = thedir + '/' + direc + '/Trajectory/'\n",
    "\tlabelStates = [name for name in os.listdir(trajdir) if os.path.isdir(os.path.join(trajdir, name))]\n",
    "\tfor labelState in labelStates:\n",
    "\t\ttrajs = os.listdir(thedir + '/' + direc + '/Trajectory/' + labelState + '/')\n",
    "\t\tfor traj in trajs:\n",
    "\t\t\tprint(traj)\n",
    "\t\t\taddCart(thedir, direc, labelState, traj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Matches tags in the labels.csv file to the trajectory files and keeps only those where both the tag and file are present\n",
    "#for direc in dirs:\n",
    "#\tcleanLabels(thedir, direc)"
   ]
  }
 ],
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