• Energy
  • 23 columns
  • 200 rows
  • 8 formats

Electric Fleet Charging Schedules

This dataset provides detailed synthetic records of commercial electric vehicle fleet charging schedules, including vehicle and station identifiers, timing, energy delivered, sustainability metrics, and costs. It enables fleet managers and sustainability analysts to optimize charging operations, monitor renewable energy usage, and assess carbon emissions for improved environmental and operational outcomes.

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

Fleet charging optimization and scheduling

Sample rows

preview · 8 of 200 rows · all 23 columns
schedule_idstringcharging_statusstringbattery_soc_start_percentfloatrenewable_energy_usedbooleanoperator_notesstringfleet_idstringvehicle_idstringcharging_station_idstringcharging_station_street_addressstringcharging_station_citystringcharging_station_statestringcharging_station_postal_codestringcharging_station_countrystringscheduled_start_timedatetimescheduled_end_timedatetimeactual_start_timedatetimeactual_end_timedatetimeenergy_delivered_kwhfloatcharging_power_kwfloatvehicle_battery_capacity_kwhfloatbattery_soc_end_percentfloatcarbon_emissions_kgfloatcost_usdfloat
SCHD-0001completed7.2trueSession completed as scheduledFLEET-AVEH-A1BCS-001101 Market StSan FranciscoCA94105USA2024-06-12T07:05:00Z2024-06-12T09:50:00Z2024-06-12T07:09:00Z2024-06-12T09:47:00Z87.344.2100100024.4
SCHD-0002scheduled98.4blankTop-up before route startFLEET-BVEH-B2CCS-00233 Congress AveAustinTX78701USA2024-06-10T15:00:00Z2024-06-10T16:30:00Zblankblank0blank85100blankblank
SCHD-0003completed12.3falseFast DC charging usedFLEET-EVEH-E4HCS-00322 Shibuya CrossingTokyoTK150-0002Japan2024-06-13T11:30:00Z2024-06-13T13:40:00Z2024-06-13T11:36:00Z2024-06-13T13:39:00Z72.140.5851004.121.3
SCHD-0004completed16.4falseExtreme cold weatherFLEET-LVEH-L2DCS-0045 Arctic RdTromsøNO-189018Norway2024-06-14T00:30:00Z2024-06-14T05:00:00Z2024-06-14T00:37:00Z2024-06-14T04:59:00Z38.512.76098.213.29.3
SCHD-0005scheduled96.5blankblankFLEET-EVEH-E7QCS-005221B Baker StLondonENGNW1 6XEUK2024-06-11T08:00:00Z2024-06-11T09:15:00Zblankblank0blank65100blankblank
SCHD-0006scheduled75.8blankblankFLEET-CVEH-C9JCS-00617 Queen StTorontoONM5H 3R3Canada2024-06-13T18:20:00Z2024-06-13T19:55:00Zblankblank23.6blank7592.1blankblank
SCHD-0007completed17.9falseOvernight charge sessionFLEET-MVEH-M5WCS-0071 Nelson Mandela BlvdCape TownWC8001South Africa2024-06-12T04:50:00Z2024-06-12T07:10:00Z2024-06-12T04:56:00Z2024-06-12T07:05:00Z44.115.36099.712.78.9
SCHD-0008completed13.6falseSession completed in remote areaFLEET-NVEH-N3UCS-008blankPerthWAblankAustralia2024-06-14T17:10:00Z2024-06-14T18:30:00Z2024-06-14T17:15:00Z2024-06-14T18:24:00Z27.213.25595.414.75.7

What the 200 rows show

from the 200-row sample

Completed (charging status) stands out: mean battery_soc_start_percent is 16.2, against 82.1 for the rest.

  • 36%renewable_energy_used = true
  • 18.6median battery_soc_start_percent
  • 25charging station countries
  • 26fleets
  • 45charging station cities
  • 47charging station states
Mean battery_soc_start_percent by charging_status144 rows
05010082.3scheduled18 rows16.2completed98 rows72.0interrup…18 rows99.9cancelled10 rows
battery_soc_start_percent144 rows, in bands of 10
0408097515400013622050100battery_soc_start_percent →

Median 18.6, from 5.0 to 100.0.

operator_notes164 rows with a value · 36 left blank
  1. Session completed as scheduled43
  2. Session interrupted due to outage18
  3. Top-up before route start16
  4. Extreme cold weather12
  5. Overnight charge session12
  6. Session cancelled, battery already full12
  7. Peak hour reservation12
  8. Fast DC charging used9
  9. Session completed in remote area5
  10. Session completed successfully5
23 columns by typefrom the column list below
  • string 11
  • float 7
  • datetime 4
  • boolean 1

Columns

23 columns in four groups
blueprint · 23 columns
columntypedescriptionexample
Text 11 columns
schedule_idstringUnique identifier for each charging schedule recorduniqueSCHD-0001
fleet_idstringIdentifier for the commercial fleet to which the vehicle belongsFLEET-A
vehicle_idstringUnique identifier for the electric vehicleVEH-A1B
charging_station_idstringIdentifier for the charging station usedCS-001
charging_station_street_addressstringStreet address of the charging stationoptional101 Market St
charging_station_citystringCity where the charging station is locatedoptionalSan Francisco
charging_station_statestringState or province of the charging stationoptionalCA
charging_station_postal_codestringPostal code of the charging stationoptional94105
charging_station_countrystringCountry of the charging stationoptionalUSA
charging_statusstringStatus of the charging session (scheduled, completed, interrupted, cancelled)scheduled · completed · interrupted · cancelledcompleted
operator_notesstringOptional notes from the fleet operator regarding the charging sessionoptionalFast DC charging used
Numbers 7 columns
energy_delivered_kwhfloatTotal energy delivered during the charging session in kilowatt-hours0 or more87.3
charging_power_kwfloatAverage charging power in kilowatts0 or more · optional44.2
vehicle_battery_capacity_kwhfloatTotal battery capacity of the vehicle in kilowatt-hours0 or more · optional100
battery_soc_start_percentfloatBattery state of charge at the start of charging (percentage)0 to 100 · optional7.2
battery_soc_end_percentfloatBattery state of charge at the end of charging (percentage)0 to 100 · optional100
carbon_emissions_kgfloatEstimated carbon emissions (kg CO2) for the charging session0 or more · optional0
cost_usdfloatCost of the charging session in USD0 or more · optional24.4
Dates and times 4 columns
scheduled_start_timedatetimeScheduled start time for charging2024-06-12T07:05:00Z
scheduled_end_timedatetimeScheduled end time for charging2024-06-12T09:50:00Z
actual_start_timedatetimeActual start time of charging (if available)optional2024-06-12T07:09:00Z
actual_end_timedatetimeActual end time of charging (if available)optional2024-06-12T09:47:00Z
True or false 1 column
renewable_energy_usedbooleanIndicates if renewable energy was used for chargingoptionaltrue

Use it for

  • renewable ener…36%48 of 132 rowsmean battery soc star…82.3sche…16.2comp…72.0inte…99.9canc…

    An energy dashboard

    The renewable_energy_used rate, battery_soc_start_percent by charging_status and a breakdown of operator_notes. Excel, Power BI or Tableau.

  • Why do the 98 completed rows have a mean battery_soc_start_percent of 16.2?

    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 schedules with fleet_id, vehicle_id and charging_station_id to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 23 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 rows23 columns
Yours1,000 rows23 columnscharging_station_street_address: UK only

blueprint · electric-fleet-charging-schedules

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 23 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
  • Fleet vehicle ID unique per record
  • Charging start/end times logged
  • Charging location randomized
  • Energy consumed 10-120 kWh
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
electric-fleet-charging-schedules

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