• Energy
  • 20 columns
  • 200 rows
  • 8 formats

Urban EV Charging Station Logs

This dataset provides granular logs of electric vehicle charging sessions across urban stations, including session timing, energy delivered, user types, and payment details. It enables analysis of charging patterns, infrastructure utilization, and user segmentation for effective urban mobility planning and energy management.

  • last updated 21 Aug 2025
  • by GoMask
The brief that made it

Urban infrastructure planning and optimization

Sample rows

preview · 8 of 200 rows · all 20 columns
session_idstringvehicle_typestringenergy_delivered_kwhfloatis_successfulbooleanstation_statestringstation_idstringstation_namestringstation_street_addressstringstation_citystringstation_postal_codestringstation_countrystringconnector_typestringuser_idstringuser_typestringsession_start_timedatetimesession_end_timedatetimesession_duration_minutesfloatpayment_methodstringsession_costfloaterror_codestring
EVS00001car22.3trueCASTN0021GreenLeaf Charging Plaza101 Oak AveSan Francisco94102USACCSUSR000177resident2024-04-12T08:40:002024-04-12T09:10:0030app8.45blank
EVS00002car18.1trueCASTN0013Bayview Charge Center201 Maple StOakland94607USAType2USR000011visitor2024-04-13T13:15:002024-04-13T13:45:0030credit_card7.9blank
EVS00003bus55.2trueCASTN0009Mission EV Hub325 Mission StSan Jose95112USACHAdeMOblankvisitor2024-04-14T10:00:002024-04-14T11:20:0080free0blank
EVS00004truck36.7trueCASTN0027Downtown EV Station400 Pine StBerkeley94704USACCSUSR000089commercial2024-04-15T17:05:002024-04-15T17:50:0045subscription10.25blank
EVS00005car15.6trueCASTN0018Union Plaza Charging876 Union StSan Francisco94133USAType2USR000193resident2024-04-16T22:10:002024-04-16T22:35:0025app6.75blank
EVS00006bus61trueCASTN0035Embarcadero EV Park100 EmbarcaderoSan Francisco94105USACCSUSR000025fleet2024-04-17T09:00:002024-04-17T10:30:0090subscription0blank
EVS00007motorcycle2.6trueCASTN0016Alameda QuickCharge2200 Central AveAlameda94501USAOtherUSR000054other2024-04-17T07:45:002024-04-17T07:55:0010credit_card2.3blank
EVS00008car14.2trueCASTN0011East Bay EV1900 Ashby AveBerkeley94703USAType2USR000128resident2024-04-18T19:20:002024-04-18T19:45:0025app5.9blank

What the 200 rows show

from the 200-row sample

Bus (vehicle type) stands out: mean energy_delivered_kwh is 39.4, against 13.8 for the rest.

  • 93%is_successful = true
  • 13.2median energy_delivered_kwh
  • 4connector types
  • 5user types
  • 5payment methods
  • 53station cities
Mean energy_delivered_kwh by vehicle_type200 rows
0204012.6car111 rows39.4bus21 rows25.9truck33 rows3.6motorc…24 rows11.3other11 rows
energy_delivered_kwh200 rows, in bands of 10
045905988222361104070energy_delivered_kwh →

Median 13.2, from 2.0 to 61.0.

station_state200 rows · 5 values
  1. CO76
  2. CA54
  3. NY43
  4. AZ24
  5. WA3
20 columns by typefrom the column list below
  • string 14
  • float 3
  • datetime 2
  • boolean 1

Columns

20 columns in four groups
blueprint · 20 columns
columntypedescriptionexample
Text 14 columns
session_idstringUnique identifier for each charging sessionuniqueEVS00001
station_idstringUnique identifier for the charging stationSTN0021
station_namestringHuman-readable name of the charging stationoptionalGreenLeaf Charging Plaza
station_street_addressstringStreet address of the charging stationoptional101 Oak Ave
station_citystringCity where the charging station is locatedoptionalSan Francisco
station_statestringState or region of the charging station5 states · optionalCA
station_postal_codestringPostal code of the charging stationoptional94102
station_countrystringCountry where the charging station is locatedoptionalUSA
connector_typestringType of connector used for charging (e.g., CCS, CHAdeMO, Type2)CCS · CHAdeMO · Type2 · Other · optionalCCS
user_idstringUnique identifier for the user (anonymized if needed)optionalUSR000177
user_typestringType of user (e.g., resident, commercial, fleet, visitor)resident · commercial · fleet · visitor · otherresident
vehicle_typestringType of electric vehicle (e.g., car, bus, truck, motorcycle)car · bus · truck · motorcycle · other · optionalcar
payment_methodstringPayment method used for the session (e.g., credit_card, app, subscription, free)credit_card · app · subscription · free · other · optionalapp
error_codestringError code if the session failed or was interruptedoptionalEV-ERR-24
Numbers 3 columns
session_duration_minutesfloatTotal duration of the charging session in minutes0 or more30
energy_delivered_kwhfloatTotal energy delivered during the session in kilowatt-hours (kWh)0 or more22.3
session_costfloatTotal cost charged for the session (in local currency)0 or more · optional8.45
Dates and times 2 columns
session_start_timedatetimeTimestamp when the charging session started2024-04-12T08:40:00
session_end_timedatetimeTimestamp when the charging session ended2024-04-12T09:10:00
True or false 1 column
is_successfulbooleanIndicates if the charging session was completed successfullytrue

Use it for

  • is successful93%186 of 200 rowsmean energy delivered…12.6car39.4bus25.9truck3.6moto…

    An energy dashboard

    The is_successful rate, energy_delivered_kwh by vehicle_type and a breakdown of station_state. Excel, Power BI or Tableau.

  • Why do the 21 bus rows have a mean energy_delivered_kwh of 39.4?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable sessions with station_id, station_name and station_street_address to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 20 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset200 rows20 columns
Yours1,000 rows20 columnsstation_street_address: UK only

blueprint · urban-ev-charging-station-logs

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 20 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Charging station ID and location included
  • Session start and end timestamps tracked
  • Energy delivered per session recorded
  • Vehicle type and user category logged
  • Session outcome and payment status included
Rows
Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
urban-ev-charging-station-logs

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