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uber tlc data
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andrewflowers committed Aug 28, 2015
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### Uber TLC FOIL Response

This directory contains data on over 4.5 million Uber pickups in New York City from April to September 2014. Trip-level data on 10 other for-hire vehicle (FHV) companies, as well as aggregate analysis, is also included. All the files are as they were received on July 27, 2015.

FiveThirtyEight obtained the data from the [NYC Taxi & Limousine Commission (TLC)](http://www.nyc.gov/html/tlc/html/home/home.shtml) by submitting a Freedom of Information Law request. The TLC's correspondence with FiveThirtyEight is included in the file `TLC_letter.pdf`. TLC records requests can be made [here](http://www.nyc.gov/html/tlc/html/passenger/records.shtml).

This data was used for two FiveThirtyEight stories: [Uber Is Serving New York’s Outer Boroughs More Than Taxis Are](http://fivethirtyeight.com/features/uber-is-serving-new-yorks-outer-boroughs-more-than-taxis-are/) and [Public Transit Should Be Uber’s New Best Friend](http://fivethirtyeight.com/features/public-transit-should-be-ubers-new-best-friend/).

In the folder `uber-trip-data`, there are six files of raw data on Uber pickups in New York City from April 2014 through September 2014. The files are separated by month and each has the following columns:

Header | Definition
---|---------
`Date/Time` | The date and time of the Uber pickup
`Lat` | The latitude of the Uber pickup
`Lon` | The longitude of the Uber pickup
`Base` | The [TLC base company](http://www.nyc.gov/html/tlc/html/industry/base_and_business.shtml) code affiliated with the Uber pickup

The `Base` codes are for the following companies:

Base Code | Base Name
---|---------
B02512 | Unter
B02598 | Hinter
B02617 | Weiter
B02682 | Schmecken
B02764 | Danach-NY

In the folder `other-FHV-data`, there are 10 files of raw data on pickups from 10 for-hire vehicle (FHV) companies. The trip information varies by company, but can include day of trip, time of trip, pick-up location, driver's for-hire license number, and vehicle's for-hire license number.

The file `Aggregate_FHV_Data.xlsx`, which contains aggregate analysis on taxi and FHV trips, came directly from the TLC.

The file `Uber-Jan-Feb-FOIL.csv` contains aggregated daily Uber trip statistics in January and February 2015.
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dispatching_base_number,date,active_vehicles,trips
B02512,1/1/2015,190,1132
B02765,1/1/2015,225,1765
B02764,1/1/2015,3427,29421
B02682,1/1/2015,945,7679
B02617,1/1/2015,1228,9537
B02598,1/1/2015,870,6903
B02598,1/2/2015,785,4768
B02617,1/2/2015,1137,7065
B02512,1/2/2015,175,875
B02682,1/2/2015,890,5506
B02765,1/2/2015,196,1001
B02764,1/2/2015,3147,19974
B02765,1/3/2015,201,1526
B02617,1/3/2015,1188,10664
B02598,1/3/2015,818,7432
B02682,1/3/2015,915,8010
B02512,1/3/2015,173,1088
B02764,1/3/2015,3215,29729
B02512,1/4/2015,147,791
B02682,1/4/2015,812,5621
B02598,1/4/2015,746,5223
B02765,1/4/2015,183,993
B02617,1/4/2015,1088,7729
B02764,1/4/2015,2862,20441
B02512,1/5/2015,194,984
B02682,1/5/2015,951,6012
B02617,1/5/2015,1218,7899
B02764,1/5/2015,3387,20926
B02598,1/5/2015,907,5798
B02765,1/5/2015,227,1133
B02764,1/6/2015,3473,25301
B02682,1/6/2015,1022,7491
B02617,1/6/2015,1336,10128
B02765,1/6/2015,234,1376
B02512,1/6/2015,218,1314
B02598,1/6/2015,933,6816
B02617,1/7/2015,1363,11528
B02682,1/7/2015,1039,9078
B02764,1/7/2015,3603,29949
B02765,1/7/2015,248,1704
B02512,1/7/2015,217,1446
B02598,1/7/2015,974,8397
B02765,1/8/2015,262,1911
B02598,1/8/2015,1070,10050
B02512,1/8/2015,238,1772
B02682,1/8/2015,1135,10416
B02764,1/8/2015,3831,33802
B02617,1/8/2015,1463,13462
B02617,1/9/2015,1455,13165
B02512,1/9/2015,224,1560
B02764,1/9/2015,3820,33517
B02682,1/9/2015,1140,10477
B02598,1/9/2015,1070,9538
B02765,1/9/2015,280,2039
B02682,1/10/2015,1057,11629
B02617,1/10/2015,1331,13856
B02598,1/10/2015,949,10287
B02512,1/10/2015,206,1646
B02764,1/10/2015,3558,38864
B02765,1/10/2015,245,2202
B02765,1/11/2015,220,1672
B02598,1/11/2015,832,7176
B02682,1/11/2015,943,8461
B02764,1/11/2015,3186,27681
B02617,1/11/2015,1228,10932
B02512,1/11/2015,162,1104
B02764,1/12/2015,3499,26852
B02765,1/12/2015,279,1711
B02512,1/12/2015,217,1399
B02598,1/12/2015,964,7915
B02682,1/12/2015,1082,9107
B02617,1/12/2015,1323,10662
B02765,1/13/2015,258,1697
B02598,1/13/2015,975,8713
B02617,1/13/2015,1342,11825
B02512,1/13/2015,234,1652
B02764,1/13/2015,3658,29983
B02682,1/13/2015,1092,9629
B02764,1/14/2015,3736,29550
B02765,1/14/2015,271,1600
B02598,1/14/2015,1030,8870
B02512,1/14/2015,233,1582
B02617,1/14/2015,1405,11965
B02682,1/14/2015,1174,9762
B02512,1/15/2015,237,1636
B02682,1/15/2015,1208,10391
B02617,1/15/2015,1457,12539
B02765,1/15/2015,270,1797
B02764,1/15/2015,3840,31214
B02598,1/15/2015,1068,9152
B02617,1/16/2015,1445,12977
B02765,1/16/2015,290,2082
B02764,1/16/2015,3975,34822
B02682,1/16/2015,1250,11280
B02512,1/16/2015,234,1481
B02598,1/16/2015,1079,9838
B02598,1/17/2015,974,9546
B02512,1/17/2015,201,1281
B02682,1/17/2015,1137,11382
B02765,1/17/2015,252,2160
B02617,1/17/2015,1306,12676
B02764,1/17/2015,3657,36318
B02512,1/18/2015,177,1521
B02598,1/18/2015,869,9443
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B02764,1/18/2015,3290,35182
B02682,1/18/2015,1056,11161
B02617,1/18/2015,1223,12879
B02682,1/19/2015,883,7028
B02617,1/19/2015,992,7775
B02765,1/19/2015,238,1568
B02764,1/19/2015,2958,22750
B02512,1/19/2015,168,1025
B02598,1/19/2015,706,5609
B02598,1/20/2015,944,7206
B02682,1/20/2015,1151,8496
B02512,1/20/2015,221,1310
B02764,1/20/2015,3654,26137
B02765,1/20/2015,272,1608
B02617,1/20/2015,1350,10015
B02764,1/21/2015,3718,27344
B02512,1/21/2015,242,1519
B02682,1/21/2015,1228,9472
B02598,1/21/2015,1035,8041
B02765,1/21/2015,296,1774
B02617,1/21/2015,1429,10997
B02617,1/22/2015,1471,12143
B02764,1/22/2015,3889,30091
B02512,1/22/2015,246,1551
B02598,1/22/2015,1071,9080
B02682,1/22/2015,1295,10699
B02765,1/22/2015,295,2038
B02598,1/23/2015,1093,9343
B02512,1/23/2015,246,1670
B02765,1/23/2015,299,2162
B02764,1/23/2015,4040,33756
B02617,1/23/2015,1482,13121
B02682,1/23/2015,1330,11767
B02598,1/24/2015,945,10040
B02764,1/24/2015,3652,39187
B02512,1/24/2015,211,1608
B02617,1/24/2015,1367,14143
B02682,1/24/2015,1223,13355
B02765,1/24/2015,245,2376
B02512,1/25/2015,183,1190
B02764,1/25/2015,3300,28066
B02765,1/25/2015,226,1755
B02598,1/25/2015,829,7219
B02682,1/25/2015,1046,9303
B02617,1/25/2015,1203,10362
B02617,1/26/2015,1150,7608
B02598,1/26/2015,860,5919
B02765,1/26/2015,230,1363
B02764,1/26/2015,3012,19940
B02682,1/26/2015,1084,7565
B02512,1/26/2015,197,1000
B02682,1/27/2015,600,4414
B02765,1/27/2015,135,921
B02617,1/27/2015,596,4325
B02598,1/27/2015,434,2957
B02512,1/27/2015,112,629
B02764,1/27/2015,1619,11998
B02764,1/28/2015,3692,28137
B02682,1/28/2015,1235,10025
B02765,1/28/2015,286,1913
B02617,1/28/2015,1356,10862
B02598,1/28/2015,1011,8071
B02512,1/28/2015,235,1438
B02617,1/29/2015,1474,12600
B02764,1/29/2015,3959,31637
B02682,1/29/2015,1316,11485
B02765,1/29/2015,295,2086
B02512,1/29/2015,250,1687
B02598,1/29/2015,1082,9499
B02512,1/30/2015,256,2016
B02617,1/30/2015,1501,14793
B02682,1/30/2015,1384,13852
B02764,1/30/2015,4124,39110
B02765,1/30/2015,322,2785
B02598,1/30/2015,1106,11167
B02765,1/31/2015,309,3282
B02512,1/31/2015,225,1892
B02617,1/31/2015,1394,15756
B02682,1/31/2015,1321,15388
B02764,1/31/2015,3947,44297
B02598,1/31/2015,1027,11642
B02598,2/1/2015,961,9499
B02682,2/1/2015,1214,12436
B02512,2/1/2015,193,1377
B02765,2/1/2015,289,2672
B02617,2/1/2015,1355,13458
B02764,2/1/2015,3740,37468
B02617,2/2/2015,1217,12216
B02682,2/2/2015,1152,11981
B02765,2/2/2015,275,2607
B02598,2/2/2015,939,9511
B02764,2/2/2015,3270,30761
B02512,2/2/2015,227,1904
B02765,2/3/2015,299,2410
B02598,2/3/2015,991,9602
B02512,2/3/2015,257,1915
B02764,2/3/2015,3674,31641
B02617,2/3/2015,1350,12665
B02682,2/3/2015,1269,11955
B02764,2/4/2015,3856,29994
B02765,2/4/2015,309,2334
B02512,2/4/2015,244,1639
B02682,2/4/2015,1311,11309
B02617,2/4/2015,1393,11959
B02598,2/4/2015,1072,9600
B02617,2/5/2015,1524,14499
B02682,2/5/2015,1418,13782
B02598,2/5/2015,1179,11609
B02512,2/5/2015,264,2022
B02765,2/5/2015,355,3011
B02764,2/5/2015,4093,35990
B02617,2/6/2015,1526,15417
B02765,2/6/2015,385,3569
B02598,2/6/2015,1181,11897
B02512,2/6/2015,261,1989
B02764,2/6/2015,4170,38693
B02682,2/6/2015,1414,14375
B02598,2/7/2015,1031,10512
B02512,2/7/2015,211,1504
B02617,2/7/2015,1383,13688
B02682,2/7/2015,1300,13450
B02764,2/7/2015,3849,38530
B02765,2/7/2015,345,3473
B02764,2/8/2015,3422,29692
B02765,2/8/2015,313,2623
B02598,2/8/2015,923,8129
B02617,2/8/2015,1256,11004
B02682,2/8/2015,1136,10356
B02512,2/8/2015,176,1196
B02617,2/9/2015,1312,10887
B02682,2/9/2015,1241,10209
B02598,2/9/2015,976,8135
B02764,2/9/2015,3543,28266
B02512,2/9/2015,228,1565
B02765,2/9/2015,388,2894
B02764,2/10/2015,3700,29124
B02512,2/10/2015,233,1555
B02617,2/10/2015,1364,11401
B02765,2/10/2015,422,3432
B02682,2/10/2015,1281,10536
B02598,2/10/2015,1029,8718
B02617,2/11/2015,1450,12749
B02764,2/11/2015,3849,31889
B02512,2/11/2015,255,1831
B02598,2/11/2015,1115,10034
B02765,2/11/2015,450,3778
B02682,2/11/2015,1396,12189
B02617,2/12/2015,1532,14263
B02512,2/12/2015,269,2092
B02682,2/12/2015,1468,13786
B02765,2/12/2015,536,4609
B02598,2/12/2015,1181,11640
B02764,2/12/2015,4137,36844
B02617,2/13/2015,1590,16996
B02682,2/13/2015,1523,16088
B02764,2/13/2015,4395,43561
B02765,2/13/2015,599,5909
B02512,2/13/2015,281,2408
B02598,2/13/2015,1216,13062
B02764,2/14/2015,4129,45858
B02512,2/14/2015,236,2055
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B02682,2/28/2015,1386,14472
B02512,2/28/2015,230,1803
B02765,2/28/2015,747,7753
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