The "ev_charging_patterns.csv" dataset offers a comprehensive view of electric vehicle charging behaviors, revealing insights into user demographics, charging costs, and patterns based on time and location. This data can inform infrastructure planning, optimize charging station placements, and enhance user experience in the growing EV market. (AI-generated)
User ID, Vehicle Model, Battery Capacity (kWh), Charging Station ID, Charging Station Location, Charging Start Time, Charging End Time, Energy Consumed (kWh), Charging Duration (hours), Charging Rate (kW), Charging Cost (USD), Time of Day, Day of Week, State of Charge (Start %), State of Charge (End %), Distance Driven (since last charge) (km), Temperature (°C), Vehicle Age (years), Charger Type, User Type, ...