Fleet Emission Reduction Benchmarks

This dataset provides detailed, real-world benchmarks for emissions reduction in small urban delivery fleets, including trip-level telemetry, vehicle characteristics, emission-reducing interventions, and compliance targets. It enables operators, policymakers, and researchers to analyze the effectiveness of sustainability strategies, compare performance across vehicle types and interventions, and support smart mobility planning.

  • last updated 3 Jan 2026
  • by GoMask
The brief that made it

Benchmarking fleet emissions performance and sustainability progress

Sample rows

preview · 8 of 80 rows · all 20 columns
operator_idstringvehicle_fuel_typestringemissions_kg_co2efloatintervention_appliedbooleancountrystringvehicle_idstringvehicle_typestringvehicle_model_yearintegertrip_idstringtrip_start_datetimedatetimetrip_end_datetimedatetimetrip_distance_kmfloattrip_duration_minutesfloataverage_speed_kphfloatintervention_typestringemissions_reduction_percentfloatcompliance_standardstringcitystringtelemetry_event_countintegernotesstring
UrbanExpressdiesel7.4trueGermanyUE-VAN-001van2016TRIP-0001-A2024-03-12T08:15:002024-03-12T09:05:0015.65018.72eco-driving14.2Euro 6Berlin1205Driver participated in eco-driving training last month.
QuickDeliverieselectric0.07falseNetherlandsQD-BIKE-003cargo bike2022TRIP-0002-B2024-04-03T10:20:002024-04-03T10:55:006.93511.85noneblankLEZAmsterdam401No intervention; baseline trip.
CityFleetelectric0.38trueSpainCF-TRUCK-02Eelectric truck2021TRIP-0003-C2024-05-10T12:40:002024-05-10T13:45:0022.86521.06route optimization10.9Company policyBarcelona1620Optimized for least congested routes.
GreenGoelectric0.03falsePortugalGG-SCOOT-09scooter2023TRIP-0004-D2024-02-25T16:05:002024-02-25T16:28:003.2238.35noneblankLocal regulationLisbon215blank
UrbanExpressdiesel6.2trueGermanyUE-VAN-003van2018TRIP-0005-E2024-03-28T14:10:002024-03-28T15:05:0012.75513.85idle reduction17.4Euro 6Berlin1011Idle reduction system activated.
SpeedyShiphybrid2.8trueUnited KingdomSS-CAR-004car2019TRIP-0006-F2024-04-17T09:02:002024-04-17T09:45:0011.34315.77eco-driving8.3Euro 6London768Hybrid system optimized for city driving.
QuickDeliverieselectric0.08falseNetherlandsQD-BIKE-002cargo bike2021TRIP-0007-G2024-03-11T13:00:002024-03-11T13:37:007.43712.02noneblankLEZAmsterdam427Short delivery window.
EcoFleetelectric0.41trueItalyEF-TRUCK-07electric truck2020TRIP-0008-H2024-04-29T07:50:002024-04-29T08:57:0024.16721.61route optimization12.6Company policyMilan1532Traffic avoided via route optimization.

What the 80 rows show

from the 80-row sample

Diesel (vehicle fuel type) stands out: mean emissions_kg_co2e is 6.0, against 1.0 for the rest.

  • 55%intervention_applied = true
  • 0.92median emissions_kg_co2e
  • 6vehicle types
  • 6intervention types
  • 6compliance standards
  • 15operators
Mean emissions_kg_co2e by vehicle_fuel_type80 rows
0486.0diesel18 rows1.2gasol…9 rows0.27elect…37 rows2.2hybrid12 rows4.3CNG2 rows3.3LPG2 rows
emissions_kg_co2e80 rows, in bands of 1
0255041710534541059emissions_kg_co2e →

Median 0.92, from 0.03 to 8.1.

country80 rows · top 10 of 29 values
  1. Netherlands8
  2. Italy8
  3. Germany7
  4. Portugal6
  5. United Kingdom6
  6. DE6
  7. Spain5
  8. ES3
  9. FR3
  10. AT3
20 columns by typefrom the column list below
  • string 10
  • integer 2
  • float 5
  • datetime 2
  • boolean 1

Columns

20 columns in four groups
blueprint · 20 columns
columntypedescriptionexample
Text 10 columns
operator_idstringUnique identifier for the delivery operator or company.UrbanExpress
vehicle_idstringUnique identifier for the vehicle within the operator's fleet.UE-VAN-001
vehicle_typestringType of vehicle (e.g., van, cargo bike, electric truck, scooter).7 valuesvan
vehicle_fuel_typestringPrimary fuel or energy source used by the vehicle (e.g., diesel, gasoline, electric, hybrid).7 valuesdiesel
trip_idstringUnique identifier for the trip or delivery event.uniqueTRIP-0001-A
intervention_typestringType of emission-reducing intervention applied (e.g., eco-driving, route optimization, idle reduction, vehicle retrofit).7 values · optionaleco-driving
compliance_standardstringEmissions or sustainability standard targeted (e.g., Euro 6, LEZ, company policy, local regulation).6 standards · optionalEuro 6
citystringCity where the trip took place.Berlin
countrystringCountry where the trip took place.Germany
notesstringAdditional notes or context about the trip or intervention.optionalShort delivery window.
Numbers 7 columns
vehicle_model_yearintegerYear the vehicle was manufactured.1,990 to 2,100 · optional2016
trip_distance_kmfloatTotal distance covered during the trip, in kilometers.0 or more15.6
trip_duration_minutesfloatTotal duration of the trip, in minutes.0 or more50
average_speed_kphfloatAverage speed during the trip, in kilometers per hour.0 or more · optional18.72
emissions_kg_co2efloatTotal greenhouse gas emissions for the trip, measured in kilograms of CO2 equivalent.0 or more7.4
emissions_reduction_percentfloatPercentage reduction in emissions due to the intervention, compared to baseline.0 to 100 · optional14.2
telemetry_event_countintegerNumber of telemetry events recorded for the trip.0 or more · optional1205
Dates and times 2 columns
trip_start_datetimedatetimeDate and time when the trip started.2024-03-12T08:15:00
trip_end_datetimedatetimeDate and time when the trip ended.2024-03-12T09:05:00
True or false 1 column
intervention_appliedbooleanIndicates if an emission-reducing intervention was applied during the trip.true

Use it for

  • intervention a…55%44 of 80 rowsmean emissions kg co2…6.0dies…1.2gaso…0.27elec…2.2hybr…

    A transportation dashboard

    The intervention_applied rate, emissions_kg_co2e by vehicle_fuel_type and a breakdown of country. Excel, Power BI or Tableau.

  • Why do the 18 diesel rows have a mean emissions_kg_co2e of 6.0?

    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 operators with vehicle_id, vehicle_type and vehicle_fuel_type 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 dataset80 rows20 columns
Yours1,000 rows20 columnscity: UK only

blueprint · fleet-emission-reduction-benchmarks

Behind this dataset

Same schema. As many rows as you need.

These 80 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
  • Each row represents a unique fleet trip event
  • Emissions measured pre- and post- intervention (e.g., route optimization, EV deployment)
  • Vehicle type and fuel type must be recorded
  • Urban delivery context is mandatory for all entries
  • Emission reduction percentage is calculated per trip
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
fleet-emission-reduction-benchmarks

More in Transportation

Browse all
Also in TransportationFleet Carbon Reduction TrackingVehicle Fleet DataFleet Route Utilization DatasetAll 1,954 datasets

What should your data show?

Preview 20 rows free
No signup. No card.