Urban Fleet Emissions Audit Log

This dataset provides detailed, audit-level records of emissions from urban vehicle fleets, including vehicle, route, operator, and fuel information for each audit event. It supports sustainability benchmarking, regulatory compliance, and operational optimization by enabling granular analysis of emissions by route, fleet, and year. Ideal for transit operators and city planners seeking to reduce environmental impact and improve fleet efficiency.

  • last updated 28 Oct 2025
  • by GoMask
The brief that made it

Benchmarking and monitoring fleet emissions for sustainability reporting

Sample rows

preview · 8 of 120 rows · all 18 columns
audit_idstringvehicle_typestringdistance_kmfloatcountrystringfleet_idstringvehicle_idstringroute_idstringaudit_datedateemissions_co2_kgfloatemissions_nox_kgfloatemissions_pm_kgfloatfuel_typestringfuel_consumed_litersfloatoperator_idstringcitystringregionstringyearintegernotesstring
AUD-00001bus76.2GermanyFLEET-01VEH-0001RT-10012022-03-15188.71.430.19diesel36.5OP-001BerlinBerlin2022Routine audit, no issues.
AUD-00002car43.1USAFLEET-02VEH-0002RT-10022021-07-080blankblankelectricblankOP-002San FranciscoCalifornia2021All-electric car, no direct emissions.
AUD-00003taxi13.4FranceFLEET-01VEH-0003RT-10032023-10-2175.60.070.01gasoline5.8OP-003ParisÎle-de-France2023Short city route.
AUD-00004other99.3UAEFLEET-03VEH-0004RT-10042025-11-12000hydrogenblankOP-004DubaiDubai2025Test run for pilot hydrogen vehicle.
AUD-00005bus112.8AustraliaFLEET-02VEH-0005RT-10052019-05-20132.92.970.24cng48.1OP-001SydneyNew South Wales2019Routine audit, no issues.
AUD-00006truck168.1MexicoFLEET-04VEH-0006RT-10062020-02-13256.33.510.37lng67.2OP-005Mexico CityMexico City2020Interstate LNG truck, high mileage.
AUD-00007car3.9CanadaFLEET-05VEH-0007RT-10072017-08-300.90.020.002hybrid0.7OP-006TorontoOntario2017Minimal distance, city commute.
AUD-00008bus65.3UKFLEET-06VEH-0008RT-10082018-04-17159.21.90.15diesel29.4OP-007LondonGreater London2018Routine audit, no issues.

What the 120 rows show

from the 120-row sample

Other (vehicle type) stands out: mean distance_km is 350.5, against 59.3 for the rest.

  • 53.5median distance_km
  • 8fuel types
  • 19fleets
  • 19operators
  • 52.5median emissions_co2_kg
  • 1.4median emissions_nox_kg
Mean distance_km by vehicle_type120 rows
020040092.6bus31 rows46.3van13 rows136.3truck11 rows8.0taxi18 rows35.4car33 rows350.5other14 rows
distance_km120 rows, in bands of 100
05010098153000000405001,000distance_km →

Median 53.5, from 2.7 to 999.9.

country120 rows · top 10 of 29 values
  1. Germany16
  2. USA14
  3. Australia9
  4. UK9
  5. France8
  6. UAE7
  7. South Africa7
  8. India7
  9. Japan5
  10. Canada4
18 columns by typefrom the column list below
  • string 11
  • integer 1
  • float 5
  • date 1

Columns

18 columns in three groups
blueprint · 18 columns
columntypedescriptionexample
Text 11 columns
audit_idstringUnique identifier for each audit log entryuniqueAUD-00001
fleet_idstringUnique identifier for the vehicle fleet being auditedFLEET-01
vehicle_idstringUnique identifier for the individual vehicle within the fleetVEH-0001
route_idstringUnique identifier for the transit route serviced by the vehicleRT-1001
fuel_typestringType of fuel used by the vehicle during the audit period8 valuesdiesel
operator_idstringUnique identifier for the transit operator responsible for the fleetOP-001
citystringCity where the audit took placeBerlin
regionstringRegion or state/province where the audit took placeoptionalBerlin
countrystringCountry where the audit took placeGermany
vehicle_typestringType of vehicle (e.g., bus, van, truck, taxi)6 valuesbus
notesstringAdditional notes or comments about the audit entryoptionalShort city route.
Numbers 6 columns
emissions_co2_kgfloatTotal CO2 emissions in kilograms for the vehicle on the audited route and date0 or more188.7
emissions_nox_kgfloatTotal NOx emissions in kilograms for the vehicle on the audited route and date0 or more · optional1.43
emissions_pm_kgfloatTotal particulate matter (PM) emissions in kilograms for the vehicle on the audited route and date0 or more · optional0.19
distance_kmfloatDistance traveled by the vehicle on the audited route during the audit period, in kilometers0 or more76.2
fuel_consumed_litersfloatAmount of fuel consumed by the vehicle during the audit period, in liters (if applicable)0 or more · optional36.5
yearintegerYear the audit was performed (for year-over-year analysis)2,000 to 2,1002022
Dates and times 1 column
audit_datedateDate when the emissions audit was performed2022-03-15

Use it for

  • median distanc…53.5120 rowsmean distance km by v…92.6bus46.3van136.3truck8.0taxi

    A transportation dashboard

    Distance_km by vehicle_type and a breakdown of country. Excel, Power BI or Tableau.

  • Why do the 14 other rows have a mean distance_km of 350.5?

    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 audits with fleet_id, vehicle_id and route_id to fill a screen in front of a buyer.

Not quite right?

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This dataset120 rows18 columns
Yours1,000 rows18 columnscity: UK only

blueprint · urban-fleet-emissions-audit-log

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 18 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
  • Each row represents one fleet vehicle’s audit entry per month
  • Emission output must be quantified in grams CO₂/km
  • Vehicle type, age, and fuel type must be included
  • Routes with above-threshold emissions flagged for review
  • Complies with local urban emissions standards
  • Missing data entries require reason codes
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
urban-fleet-emissions-audit-log

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