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sohaibdevv/EV-vs-Hydrogen-Clean-Energy-Transport

Regional Electric Vehicles (BEV) vs. Hydrogen (FCEV) Market Analytics Dataset Description This dataset provides a comprehensive, structured comparison across 2,500 data points evaluating the economic and physical performance profiles of pure Battery Electric Vehicles (BEVs) against Hydrogen Fuel Cell Electric Vehicles (FCEVs) and Plug-in Hybrids (PHEVs). Purpose and Impact As the transport sector decouples from fossil fuels, the core debate centers… See the full description on the dataset page: https://huggingface.co/datasets/sohaibdevv/EV-vs-Hydrogen-Clean-Energy-Transport.

sourceHugging Faceapache-2.0updated 4mo agoView on Hugging Face
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Dataset Card

Regional Electric Vehicles (BEV) vs. Hydrogen (FCEV) Market Analytics

Dataset Description

This dataset provides a comprehensive, structured comparison across 2,500 data points evaluating the economic and physical performance profiles of pure Battery Electric Vehicles (BEVs) against Hydrogen Fuel Cell Electric Vehicles (FCEVs) and Plug-in Hybrids (PHEVs).

Purpose and Impact

As the transport sector decouples from fossil fuels, the core debate centers on battery-stored electricity versus chemical hydrogen fuel cells. This dataset tracks physical resource metrics (such as battery cell sizes in kWh and compressed tank sizes in kilograms) against real regional financial pressures to build clearer models regarding efficiency-to-cost distributions.

Dataset Structure

Schema Guide

Column NameData TypeDescription
vehicle_idstringUnique vehicle configuration instance index (V-CLEAN-XXXX).
make_modelstringCommercial manufacturer brand and vehicle variant name.
powertrain_typestringCategorization option: BEV (Battery), FCEV (Hydrogen Fuel Cell), or Plug-in Hybrid.
battery_capacity_kwhfloatMain storage pack capacity in kilowatt-hours (small buffer pack value for FCEVs).
hydrogen_tank_capacity_kgfloatCompressed hydrogen tank gas capacity measured in kilograms (returns None for non-hydrogen models).
average_range_kmintCombined operational driving distance on a full charge or full H2 tank.
estimated_running_cost_per_km_pkrfloatLocal running cost calculated per single kilometer driven in regional currency (PKR).
market_price_pkr_millionsfloatBase consumer market acquisition price expressed in millions of local currency units.

Data Instance Example

json
{
  "vehicle_id": "V-CLEAN-0412",
  "make_model": "Toyota Mirai FuelCell",
  "powertrain_type": "FCEV",
  "battery_capacity_kwh": 1.4,
  "hydrogen_tank_capacity_kg": 5.65,
  "average_range_km": 680,
  "estimated_running_cost_per_km_pkr": 19.40,
  "market_price_pkr_millions": 21.5
}