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EV & Transportation Electrification

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Energy/Utilities

EV Charging Station Usage Data

Session-level data from 100K+ public chargers -- kWh delivered, session duration, pricing, and utilization rates by time of day and location.

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Energy/Utilities

EV Grid Impact Data

When and where EVs charge reveals the load that's coming for the grid -- distribution utilities need this data to plan transformer upgrades before neighborhoods start blowing fuses.

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Energy/Utilities

Vehicle-to-Grid (V2G) Data

Bidirectional charging sessions where EVs feed power back to the grid -- the V2G performance data proving whether parked cars can be the world's largest battery fleet.

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Energy/Utilities

EV Battery Degradation Data

State-of-health, charge cycles, and capacity fade from thousands of EVs -- the data that determines used EV values, warranty reserves, and second-life battery economics.

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Energy/Utilities

Real-World EV Range Data

Actual miles driven per charge vs. EPA estimates under real conditions -- temperature, speed, and payload effects that buyers want and automakers don't advertise.

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Energy/Utilities

EV Charging Infrastructure Data

Location, connector type, power level, and availability status for every public charger -- the dataset behind every EV trip planner and charging network map.

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Energy/Utilities

Fleet Electrification Data

Route data, charging behavior, and total cost of ownership from commercial EV fleets -- the operational data that fleet managers need to justify the switch from diesel.

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