Baselight

Electric Vehicle Charging Dataset

Data from 85 EV drivers with repeat usage at 105 stations across 25 sites

@kaggle.michaelbryantds_electric_vehicle_charging_dataset

Station Data Dataverse
@kaggle.michaelbryantds_electric_vehicle_charging_dataset.station_data_dataverse

  • 150.85 KB
  • 3395 rows
  • 24 columns
sessionid

SessionId

kwhtotal

KwhTotal

dollars

Dollars

created

Created

ended

Ended

starttime

StartTime

endtime

EndTime

chargetimehrs

ChargeTimeHrs

weekday

Weekday

platform

Platform

distance

Distance

userid

UserId

stationid

StationId

locationid

LocationId

managervehicle

ManagerVehicle

facilitytype

FacilityType

mon

Mon

tues

Tues

wed

Wed

thurs

Thurs

fri

Fri

sat

Sat

sun

Sun

reportedzip

ReportedZip

13665637.780014-11-18 15:40:260014-11-18 17:11:0415171.510555556Tueandroid3589749958287346165531
30757239.740014-11-19 17:40:260014-11-19 19:51:0417192.177222222Wedandroid3589749954941446165531
42287886.760.580014-11-21 12:05:460014-11-21 16:46:0412164.671666667Friandroid3589749912946546165531
31732846.170014-12-03 19:16:120014-12-03 21:02:1819211.768333333Wedandroid3589749956988946165531
32665000.930014-12-11 20:56:110014-12-11 21:14:0620210.298611111Thuandroid3589749941408856654931
40993662.140014-12-12 14:38:440014-12-12 15:04:0414150.422222222Friandroid3589749991123120252731
50842440.30014-12-12 15:08:400014-12-12 15:47:0415150.64Friandroid3589749992026446165531
29484361.820014-12-17 20:30:250014-12-17 21:31:0420211.010833333Wedandroid3589749943179646165531
35159130.810014-12-18 17:53:190014-12-18 18:04:0417180.179166667Thuandroid3589749913442762090631
84900141.980014-12-18 18:06:490014-12-18 18:30:0518180.387777778Thuandroid3589749920726292819131

CREATE TABLE station_data_dataverse (
  "sessionid" BIGINT,
  "kwhtotal" DOUBLE,
  "dollars" DOUBLE,
  "created" VARCHAR,
  "ended" VARCHAR,
  "starttime" BIGINT,
  "endtime" BIGINT,
  "chargetimehrs" DOUBLE,
  "weekday" VARCHAR,
  "platform" VARCHAR,
  "distance" DOUBLE,
  "userid" BIGINT,
  "stationid" BIGINT,
  "locationid" BIGINT,
  "managervehicle" BIGINT,
  "facilitytype" BIGINT,
  "mon" BIGINT,
  "tues" BIGINT,
  "wed" BIGINT,
  "thurs" BIGINT,
  "fri" BIGINT,
  "sat" BIGINT,
  "sun" BIGINT,
  "reportedzip" BIGINT
);

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