Datasets:
make string | model string | variant string | battery_capacity_kWh float64 | battery_capacity_kWh_new float64 | motor_power_kW int64 | vehicle_weight_kg int64 | drag_coefficient_Cd float64 | frontal_area_m2 float64 | rolling_resistance_Cr float64 | motor_efficiency_pct int64 | ARAI_certified_range_km int64 | avg_driving_speed_kmh float64 | ambient_temperature_C float64 | ac_usage int64 | terrain_type int64 | traffic_condition int64 | driving_style int64 | passengers int64 | battery_age_years float64 | tyre_pressure_deviation_psi int64 | city_road_type string | energy_consumption_kWh_per_km float64 | real_world_range_km float64 | price_lakh_INR float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Tata | Nexon EV | Long Range | 35.3 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 27 | 45.2 | 1 | 0 | 2 | 0 | 1 | 4.3 | -2 | Delhi | 0.2504 | 141 | 17.5 |
Tata | Nexon EV | Long Range | 40.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 15 | 36.7 | 0 | 0 | 2 | 1 | 3 | 0 | 0 | Delhi | 0.1198 | 338 | 17.5 |
Tata | Nexon EV | Long Range | 39.3 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 20.8 | 32.6 | 1 | 0 | 1 | 1 | 3 | 1 | -2 | Delhi | 0.1254 | 313.4 | 17.5 |
Tata | Nexon EV | Long Range | 39 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 33.8 | 26.7 | 0 | 0 | 0 | 1 | 1 | 1.2 | 0 | Delhi | 0.0883 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 37.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 18.5 | 32.6 | 1 | 0 | 2 | 0 | 3 | 2.1 | 0 | Delhi | 0.196 | 193.4 | 17.5 |
Tata | Nexon EV | Long Range | 38.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 18.9 | 44.1 | 1 | 0 | 0 | 1 | 2 | 1.4 | -5 | Delhi | 0.1384 | 280.4 | 17.5 |
Tata | Nexon EV | Long Range | 37.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 20.5 | 45.7 | 1 | 0 | 2 | 0 | 1 | 2.1 | 0 | Delhi | 0.2658 | 142.6 | 17.5 |
Tata | Nexon EV | Long Range | 38.4 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 22.2 | 38.5 | 1 | 0 | 0 | 2 | 3 | 1.7 | 0 | Delhi | 0.1164 | 329.8 | 17.5 |
Tata | Nexon EV | Long Range | 34.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 26.8 | 34.7 | 1 | 0 | 2 | 1 | 2 | 4.9 | -5 | Delhi | 0.1774 | 194.5 | 17.5 |
Tata | Nexon EV | Long Range | 36.6 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 23.6 | 28.3 | 1 | 0 | 2 | 0 | 1 | 3.2 | 0 | Delhi | 0.1426 | 256.7 | 17.5 |
Tata | Nexon EV | Long Range | 36.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 27.1 | 35.7 | 0 | 0 | 1 | 0 | 4 | 3 | -5 | Delhi | 0.0835 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 35 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 27.9 | 22.4 | 0 | 0 | 2 | 0 | 2 | 4.5 | 0 | Mumbai | 0.1036 | 337.7 | 17.5 |
Tata | Nexon EV | Long Range | 39.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 27.5 | 26.5 | 1 | 0 | 2 | 1 | 2 | 1.1 | 0 | Mumbai | 0.166 | 236.2 | 17.5 |
Tata | Nexon EV | Long Range | 36.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 19.3 | 22.4 | 1 | 0 | 2 | 1 | 1 | 3.5 | -5 | Mumbai | 0.1423 | 254.4 | 17.5 |
Tata | Nexon EV | Long Range | 35 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 23 | 23.7 | 0 | 0 | 0 | 0 | 1 | 4.5 | 0 | Mumbai | 0.0792 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 37.6 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 13.5 | 29.1 | 0 | 0 | 2 | 0 | 4 | 2.4 | 2 | Mumbai | 0.1073 | 350.5 | 17.5 |
Tata | Nexon EV | Long Range | 36.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 27 | 28.7 | 0 | 0 | 0 | 0 | 1 | 3 | -5 | Mumbai | 0.0835 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 36.4 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 28.9 | 25 | 0 | 0 | 0 | 1 | 4 | 3.4 | -5 | Mumbai | 0.0824 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 37.3 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 16.6 | 36.5 | 0 | 0 | 2 | 2 | 2 | 2.6 | 0 | Mumbai | 0.1339 | 278.5 | 17.5 |
Tata | Nexon EV | Long Range | 38.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 17 | 35.7 | 0 | 0 | 1 | 2 | 4 | 2 | -8 | Mumbai | 0.0891 | 427.5 | 17.5 |
Tata | Nexon EV | Long Range | 34.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 24 | 36.7 | 0 | 0 | 2 | 1 | 4 | 4.9 | 0 | Mumbai | 0.1136 | 303.8 | 17.5 |
Tata | Nexon EV | Long Range | 36.6 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 24.8 | 31 | 1 | 0 | 1 | 1 | 3 | 3.2 | -5 | Mumbai | 0.1188 | 308 | 17.5 |
Tata | Nexon EV | Long Range | 37.6 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 27.7 | 27.5 | 0 | 1 | 2 | 1 | 5 | 2.4 | -8 | Bangalore | 0.3672 | 102.4 | 17.5 |
Tata | Nexon EV | Long Range | 36.6 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 18.9 | 28.3 | 0 | 1 | 1 | 1 | 1 | 3.2 | 0 | Bangalore | 0.1738 | 210.6 | 17.5 |
Tata | Nexon EV | Long Range | 37.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 32.7 | 25.8 | 0 | 1 | 1 | 2 | 2 | 2.8 | -2 | Bangalore | 0.2313 | 160.4 | 17.5 |
Tata | Nexon EV | Long Range | 34.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 24.7 | 19.4 | 0 | 1 | 1 | 1 | 4 | 4.7 | 0 | Bangalore | 0.217 | 160.4 | 17.5 |
Tata | Nexon EV | Long Range | 36.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 17.8 | 29.1 | 0 | 1 | 2 | 2 | 3 | 3.5 | -5 | Bangalore | 0.4294 | 84.3 | 17.5 |
Tata | Nexon EV | Long Range | 39.3 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 27.2 | 24.7 | 1 | 1 | 1 | 0 | 3 | 1 | 0 | Bangalore | 0.1884 | 208.6 | 17.5 |
Tata | Nexon EV | Long Range | 40.3 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 21.8 | 33.3 | 1 | 1 | 2 | 0 | 2 | 0.2 | -2 | Bangalore | 0.3745 | 107.6 | 17.5 |
Tata | Nexon EV | Long Range | 39.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 22.2 | 15.9 | 0 | 1 | 2 | 1 | 3 | 1.1 | -2 | Bangalore | 0.3289 | 119.2 | 17.5 |
Tata | Nexon EV | Long Range | 36.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 29 | 25.9 | 1 | 0 | 2 | 0 | 5 | 3.6 | 0 | Chennai | 0.1587 | 227.5 | 17.5 |
Tata | Nexon EV | Long Range | 39.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 31.7 | 22.5 | 0 | 0 | 2 | 1 | 1 | 0.8 | 0 | Chennai | 0.1175 | 336.2 | 17.5 |
Tata | Nexon EV | Long Range | 36 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 27.8 | 25.7 | 0 | 0 | 2 | 1 | 2 | 3.7 | 0 | Chennai | 0.1101 | 326.9 | 17.5 |
Tata | Nexon EV | Long Range | 37.6 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 15.9 | 22.3 | 1 | 0 | 1 | 2 | 3 | 2.4 | 0 | Chennai | 0.1077 | 349 | 17.5 |
Tata | Nexon EV | Long Range | 35.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 24.3 | 38.1 | 0 | 0 | 1 | 0 | 4 | 4.4 | 0 | Chennai | 0.0797 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 37 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 18.3 | 39.1 | 1 | 0 | 2 | 1 | 1 | 2.9 | -8 | Chennai | 0.2345 | 157.8 | 17.5 |
Tata | Nexon EV | Long Range | 35.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 17.6 | 35.5 | 0 | 0 | 2 | 2 | 3 | 4.1 | -5 | Chennai | 0.1419 | 250.2 | 17.5 |
Tata | Nexon EV | Long Range | 39.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 31.9 | 23.4 | 1 | 0 | 1 | 2 | 1 | 0.6 | -5 | Chennai | 0.0975 | 408.3 | 17.5 |
Tata | Nexon EV | Long Range | 37.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 23.4 | 40.7 | 0 | 0 | 0 | 1 | 2 | 2.8 | -2 | Chennai | 0.084 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 35.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 33.6 | 37.5 | 0 | 0 | 1 | 1 | 3 | 3.8 | 0 | Chennai | 0.0813 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 34.7 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 22.8 | 32.7 | 1 | 0 | 2 | 0 | 1 | 4.8 | -5 | Chennai | 0.1754 | 197.8 | 17.5 |
Tata | Nexon EV | Long Range | 36.4 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 27.6 | 41 | 1 | 0 | 2 | 1 | 2 | 3.4 | -5 | Chennai | 0.2661 | 136.8 | 17.5 |
Tata | Nexon EV | Long Range | 37.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 39.4 | 15.2 | 0 | 1 | 2 | 0 | 3 | 2.7 | -5 | Pune | 0.3103 | 119.9 | 17.5 |
Tata | Nexon EV | Long Range | 36.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 19.9 | 29.3 | 0 | 1 | 0 | 0 | 4 | 3.5 | 0 | Pune | 0.143 | 253.1 | 17.5 |
Tata | Nexon EV | Long Range | 36.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 37 | 18.5 | 0 | 1 | 2 | 0 | 4 | 3 | 0 | Pune | 0.3621 | 101.9 | 17.5 |
Tata | Nexon EV | Long Range | 37 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 25.3 | 31.7 | 0 | 1 | 1 | 1 | 2 | 2.9 | -5 | Pune | 0.1988 | 186.1 | 17.5 |
Tata | Nexon EV | Long Range | 38.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 34.4 | 15.3 | 0 | 1 | 2 | 2 | 2 | 1.4 | -8 | Pune | 0.3609 | 107.5 | 17.5 |
Tata | Nexon EV | Long Range | 38.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 25.1 | 39.4 | 1 | 1 | 2 | 2 | 4 | 1.3 | -5 | Pune | 0.5293 | 73.5 | 17.5 |
Tata | Nexon EV | Long Range | 36 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 24.5 | 16.7 | 0 | 1 | 1 | 1 | 2 | 3.7 | -8 | Pune | 0.1775 | 202.8 | 17.5 |
Tata | Nexon EV | Long Range | 34.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 28.2 | 19.8 | 0 | 1 | 0 | 1 | 1 | 4.9 | 2 | Pune | 0.1439 | 239.7 | 17.5 |
Tata | Nexon EV | Long Range | 34.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 28.7 | 23.7 | 0 | 0 | 2 | 2 | 4 | 4.7 | -5 | Hyderabad | 0.1505 | 231.3 | 17.5 |
Tata | Nexon EV | Long Range | 36 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 30.6 | 19.6 | 0 | 0 | 1 | 2 | 2 | 3.7 | 0 | Hyderabad | 0.0815 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 36.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 15.7 | 30.9 | 1 | 0 | 0 | 0 | 1 | 3.5 | -2 | Hyderabad | 0.094 | 385.3 | 17.5 |
Tata | Nexon EV | Long Range | 34.7 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 32 | 36.5 | 1 | 0 | 2 | 1 | 1 | 4.8 | -2 | Hyderabad | 0.1982 | 175.1 | 17.5 |
Tata | Nexon EV | Long Range | 35.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 22.2 | 33.8 | 1 | 0 | 2 | 1 | 2 | 3.9 | -2 | Hyderabad | 0.2077 | 172.4 | 17.5 |
Tata | Nexon EV | Long Range | 34.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 27.8 | 26.8 | 0 | 0 | 2 | 2 | 3 | 4.9 | -2 | Hyderabad | 0.1249 | 276.3 | 17.5 |
Tata | Nexon EV | Long Range | 38.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 33.1 | 26 | 0 | 0 | 1 | 1 | 3 | 2 | -2 | Hyderabad | 0.0862 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 39 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 34.6 | 22.2 | 0 | 0 | 1 | 1 | 3 | 1.2 | 0 | Hyderabad | 0.0883 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 36.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 14.9 | 16.2 | 0 | 0 | 2 | 2 | 2 | 3.3 | 0 | Kolkata | 0.1375 | 265.4 | 17.5 |
Tata | Nexon EV | Long Range | 39.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 20.8 | 22.4 | 0 | 0 | 0 | 1 | 4 | 0.6 | 0 | Kolkata | 0.0901 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 40.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 22 | 13.2 | 1 | 0 | 2 | 2 | 4 | 0.3 | 0 | Kolkata | 0.175 | 229.1 | 17.5 |
Tata | Nexon EV | Long Range | 36.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 26.8 | 41.6 | 1 | 0 | 2 | 1 | 2 | 3.6 | 0 | Kolkata | 0.272 | 132.7 | 17.5 |
Tata | Nexon EV | Long Range | 38.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 24 | 32.6 | 1 | 0 | 2 | 2 | 2 | 2 | 0 | Kolkata | 0.2216 | 171.9 | 17.5 |
Tata | Nexon EV | Long Range | 38.3 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 20.6 | 37.2 | 1 | 0 | 0 | 1 | 2 | 1.8 | -2 | Kolkata | 0.1165 | 328.7 | 17.5 |
Tata | Nexon EV | Long Range | 38.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 21.4 | 14.6 | 0 | 0 | 2 | 1 | 1 | 1.4 | 0 | Kolkata | 0.1299 | 298.8 | 17.5 |
Tata | Nexon EV | Long Range | 37.6 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 26.9 | 26.9 | 1 | 0 | 1 | 0 | 2 | 2.4 | -8 | Kolkata | 0.089 | 422.4 | 17.5 |
Tata | Nexon EV | Long Range | 39.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 13.3 | 17.2 | 0 | 0 | 2 | 1 | 5 | 0.6 | 0 | Kolkata | 0.1305 | 304.9 | 17.5 |
Tata | Nexon EV | Long Range | 39.3 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 23.5 | 33.7 | 0 | 0 | 2 | 1 | 4 | 1 | 2 | Kolkata | 0.1213 | 323.9 | 17.5 |
Tata | Nexon EV | Long Range | 37.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 85.9 | 21 | 0 | 0 | 1 | 1 | 1 | 2.5 | -8 | Highway_NH | 0.1405 | 266.9 | 17.5 |
Tata | Nexon EV | Long Range | 38.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 71.9 | 25.1 | 0 | 0 | 0 | 1 | 4 | 1.3 | -5 | Highway_NH | 0.0881 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 36 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 88.2 | 18.5 | 0 | 0 | 0 | 0 | 4 | 3.7 | -2 | Highway_NH | 0.0949 | 379.4 | 17.5 |
Tata | Nexon EV | Long Range | 39.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 74.2 | 32.2 | 0 | 0 | 1 | 0 | 1 | 0.8 | -5 | Highway_NH | 0.1046 | 377.8 | 17.5 |
Tata | Nexon EV | Long Range | 38.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 96.3 | 30.7 | 0 | 0 | 0 | 2 | 2 | 1.9 | -2 | Highway_NH | 0.1485 | 257.3 | 17.5 |
Tata | Nexon EV | Long Range | 37.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 81.7 | 32.3 | 0 | 0 | 0 | 0 | 1 | 2.7 | -2 | Highway_NH | 0.0842 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 35 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 74.2 | 33.8 | 0 | 0 | 0 | 1 | 2 | 4.5 | -5 | Highway_NH | 0.0839 | 417.3 | 17.5 |
Tata | Nexon EV | Long Range | 39.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 76.1 | 38.4 | 0 | 0 | 0 | 1 | 3 | 0.5 | -2 | Highway_NH | 0.0903 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 36.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 81.9 | 40.4 | 0 | 0 | 0 | 0 | 1 | 3.6 | -5 | Highway_NH | 0.0864 | 417.8 | 17.5 |
Tata | Nexon EV | Long Range | 37.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 94.8 | 36.5 | 0 | 0 | 1 | 1 | 1 | 2.1 | 0 | Highway_NH | 0.1349 | 280.9 | 17.5 |
Tata | Nexon EV | Long Range | 39.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 84 | 42.4 | 1 | 0 | 0 | 1 | 2 | 0.5 | -8 | Expressway | 0.126 | 316.7 | 17.5 |
Tata | Nexon EV | Long Range | 34.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 104.3 | 19.6 | 0 | 0 | 0 | 1 | 4 | 4.6 | -2 | Expressway | 0.127 | 274.8 | 17.5 |
Tata | Nexon EV | Long Range | 39.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 87.5 | 22.1 | 0 | 0 | 0 | 1 | 2 | 1.1 | -2 | Expressway | 0.1032 | 379.9 | 17.5 |
Tata | Nexon EV | Long Range | 38.4 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 93.3 | 39.1 | 1 | 0 | 0 | 1 | 4 | 1.7 | 0 | Expressway | 0.1277 | 300.7 | 17.5 |
Tata | Nexon EV | Long Range | 39.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 81.3 | 42.6 | 0 | 0 | 0 | 0 | 2 | 0.8 | 0 | Expressway | 0.0894 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 37.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 106.5 | 34 | 1 | 0 | 0 | 2 | 1 | 2.1 | 0 | Expressway | 0.1707 | 222 | 17.5 |
Tata | Nexon EV | Long Range | 39.3 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 82.7 | 30.1 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | Expressway | 0.089 | 441.75 | 17.5 |
Tata | Nexon EV | Long Range | 37.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 108.6 | 32.6 | 0 | 0 | 0 | 1 | 2 | 2.5 | -5 | Expressway | 0.1361 | 275.5 | 17.5 |
Tata | Nexon EV | Long Range | 38.1 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 117.8 | 20.5 | 0 | 0 | 1 | 1 | 3 | 2 | 0 | Expressway | 0.191 | 199.5 | 17.5 |
Tata | Nexon EV | Long Range | 35.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 100.2 | 22.6 | 0 | 0 | 0 | 1 | 2 | 4.4 | -2 | Expressway | 0.1338 | 263.1 | 17.5 |
Tata | Nexon EV | Long Range | 36.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 108.9 | 18 | 0 | 0 | 0 | 2 | 2 | 3.3 | 0 | Expressway | 0.1569 | 232.6 | 17.5 |
Tata | Nexon EV | Long Range | 35 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 20.5 | 7.1 | 0 | 2 | 0 | 1 | 2 | 4.5 | -5 | Hill_Station | 0.3518 | 99.5 | 17.5 |
Tata | Nexon EV | Long Range | 35.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 27.3 | 13.4 | 1 | 2 | 2 | 2 | 2 | 3.9 | 0 | Hill_Station | 0.7699 | 46.5 | 17.5 |
Tata | Nexon EV | Long Range | 36 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 29.4 | 19.1 | 0 | 2 | 2 | 1 | 2 | 3.7 | -5 | Hill_Station | 0.6569 | 54.8 | 17.5 |
Tata | Nexon EV | Long Range | 38.8 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 36.7 | 11.4 | 0 | 2 | 0 | 1 | 1 | 1.4 | 0 | Hill_Station | 0.2906 | 133.5 | 17.5 |
Tata | Nexon EV | Long Range | 39.6 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 28.1 | 17.5 | 0 | 2 | 0 | 1 | 1 | 0.7 | 0 | Hill_Station | 0.2823 | 140.3 | 17.5 |
Tata | Nexon EV | Long Range | 37.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.012 | 91 | 465 | 32 | 26.8 | 0 | 2 | 1 | 0 | 4 | 2.1 | 0 | Hill_Station | 0.4023 | 94.2 | 17.5 |
Tata | Nexon EV | Long Range | 38.7 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 27.8 | 20.1 | 0 | 2 | 0 | 1 | 3 | 1.5 | -2 | Hill_Station | 0.3069 | 126.1 | 17.5 |
Tata | Nexon EV | Long Range | 39.5 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 22.7 | 14.9 | 0 | 2 | 2 | 1 | 2 | 0.8 | -5 | Hill_Station | 0.6361 | 62.1 | 17.5 |
Tata | Nexon EV | Long Range | 36.4 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0122 | 91 | 465 | 22.1 | 13.4 | 1 | 2 | 2 | 1 | 2 | 3.4 | -2 | Hill_Station | 0.749 | 48.6 | 17.5 |
Tata | Nexon EV | Long Range | 39.9 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.013 | 91 | 465 | 50.8 | 38.7 | 1 | 0 | 1 | 1 | 2 | 0.5 | -8 | Rural_Road | 0.1228 | 325 | 17.5 |
Tata | Nexon EV | Long Range | 36.2 | 40.5 | 105 | 1,610 | 0.34 | 2.4 | 0.0126 | 91 | 465 | 56.2 | 16.5 | 0 | 0 | 0 | 2 | 3 | 3.5 | -5 | Rural_Road | 0.0819 | 441.75 | 17.5 |
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🔋 India EV Real-World Range Dataset
A comprehensive dataset of 7,291 data points covering 61 Indian 4-wheeler EV variants from 18 manufacturers across 12 Indian driving scenarios.
Dataset Description
This dataset was built to predict the real-world driving range of Electric Vehicles under Indian conditions. It combines:
- Real EV specifications from all major EVs sold in India (Tata, Mahindra, Hyundai, MG, Kia, BYD, BMW, Mercedes, etc.)
- Physics-based energy modeling using vehicle dynamics equations
- India-specific driving scenarios (Delhi summer, Mumbai traffic, Ghat roads, Expressways, etc.)
Features (25 columns)
Vehicle Specifications
| Column | Description | Range |
|---|---|---|
battery_capacity_kWh |
Usable battery capacity (accounting for age) | 14-108 kWh |
motor_power_kW |
Motor peak power | 30-440 kW |
vehicle_weight_kg |
Kerb weight | 840-2975 kg |
drag_coefficient_Cd |
Aerodynamic drag | 0.20-0.35 |
frontal_area_m2 |
Vehicle frontal area | 1.8-2.85 m² |
rolling_resistance_Cr |
Tyre rolling resistance | 0.009-0.013 |
motor_efficiency_pct |
Motor+drivetrain efficiency | 88-95% |
ARAI_certified_range_km |
Official ARAI range | 230-857 km |
Driving Conditions
| Column | Description | Values |
|---|---|---|
avg_driving_speed_kmh |
Average speed | 10-130 km/h |
ambient_temperature_C |
Temperature | 5-50°C |
ac_usage |
Air conditioning | 0=Off, 1=On |
terrain_type |
Road terrain | 0=Flat, 1=Mild Hills, 2=Hilly |
traffic_condition |
Traffic | 0=Free, 1=Moderate, 2=Heavy |
driving_style |
Driver behavior | 0=Eco, 1=Normal, 2=Sport |
passengers |
Number of passengers | 1-5 |
battery_age_years |
Battery age | 0-5 years |
tyre_pressure_deviation_psi |
Tyre pressure from optimal | -8 to +2 PSI |
Target
| Column | Description |
|---|---|
real_world_range_km |
Predicted real-world range |
Indian Driving Scenarios
Delhi, Mumbai, Bangalore, Chennai, Pune, Hyderabad, Kolkata, National Highway, Expressway, Hill Station, Rural Road, Ghat Road
Vehicle Makes (18)
Tata, Mahindra, MG, Hyundai, Kia, BYD, BMW, Mercedes, Audi, Volvo, Porsche, Jaguar, Citroen, Maruti Suzuki, Toyota, Rolls-Royce, Mini, Smart
Usage
from datasets import load_dataset
ds = load_dataset("SohamThakkar-07/india-ev-range-dataset")
License
MIT
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