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