Model
stringclasses
11 values
Year
int64
2.01k
2.02k
Region
stringclasses
6 values
Color
stringclasses
6 values
Fuel_Type
stringclasses
4 values
Transmission
stringclasses
2 values
Engine_Size_L
float64
1.5
5
Mileage_KM
int64
3
200k
Price_USD
int64
30k
120k
Sales_Volume
int64
100
10k
Sales_Classification
stringclasses
2 values
M5
2,012
Middle East
Black
Electric
Manual
1.9
12,472
47,151
3,801
Low
5 Series
2,020
Africa
Grey
Electric
Manual
3.4
56,980
86,758
3,478
Low
i3
2,011
South America
Blue
Petrol
Automatic
2.8
91,896
77,648
4,961
Low
M3
2,018
North America
Red
Electric
Manual
2.2
173,942
34,740
6,852
Low
7 Series
2,024
Europe
Silver
Electric
Manual
1.6
3,216
71,016
723
Low
i8
2,021
North America
Red
Petrol
Automatic
3.5
60,220
100,494
6,525
Low
i3
2,010
Middle East
White
Petrol
Manual
3.6
136,146
52,447
1,635
Low
X1
2,022
Africa
Grey
Hybrid
Automatic
2
90,780
117,125
3,838
Low
X1
2,023
North America
White
Diesel
Automatic
3.6
74,828
92,951
5,172
Low
5 Series
2,018
Asia
Blue
Diesel
Automatic
4.8
100,500
30,740
3,205
Low
3 Series
2,018
Middle East
Silver
Hybrid
Manual
4.9
91,492
115,800
3,629
Low
3 Series
2,017
Middle East
Blue
Diesel
Automatic
4.6
143,172
43,471
7,043
High
5 Series
2,017
North America
Silver
Electric
Manual
4.3
85,554
82,111
4,093
Low
5 Series
2,020
Europe
White
Diesel
Manual
2.2
116,507
48,435
7,948
High
M5
2,023
Europe
Red
Electric
Automatic
2
169,614
37,340
8,378
High
X1
2,021
South America
White
Petrol
Automatic
3.1
95,235
80,440
5,771
Low
3 Series
2,010
North America
Blue
Diesel
Automatic
3.7
82,942
70,284
475
Low
X1
2,020
Middle East
White
Electric
Automatic
4.5
115,365
65,298
7,184
High
X6
2,017
North America
Red
Electric
Automatic
2.3
35,266
60,642
2,691
Low
X1
2,019
Europe
Grey
Hybrid
Automatic
3.2
51,703
108,234
9,091
High
M5
2,023
Middle East
Grey
Diesel
Automatic
3.8
104,202
48,091
9,472
High
5 Series
2,012
Middle East
Grey
Electric
Manual
3.1
112,050
57,758
7,072
High
M3
2,020
South America
Grey
Petrol
Automatic
3.1
35,957
38,431
1,639
Low
i8
2,016
South America
Blue
Electric
Manual
2.3
12,770
47,343
1,838
Low
X3
2,020
Asia
Red
Electric
Automatic
5
24,964
85,825
4,731
Low
i3
2,024
North America
Grey
Petrol
Manual
3.2
24,335
90,234
8,188
High
M5
2,010
Asia
Red
Petrol
Automatic
3.4
166,740
33,802
1,153
Low
X6
2,010
Europe
Red
Electric
Manual
2.3
143,133
66,828
731
Low
M3
2,019
South America
Red
Petrol
Automatic
3.3
128,050
92,538
671
Low
M5
2,022
North America
White
Diesel
Manual
2.4
21,745
102,513
7,149
High
i3
2,014
Africa
White
Diesel
Manual
2.2
56,066
56,290
8,694
High
5 Series
2,014
Africa
Black
Electric
Automatic
2.5
38,308
42,130
324
Low
X3
2,017
Africa
Grey
Petrol
Manual
1.5
116,806
113,329
6,507
Low
X5
2,016
Asia
Grey
Petrol
Automatic
3.5
50,534
110,629
8,249
High
X3
2,017
Europe
Silver
Electric
Manual
2.9
67,586
32,702
6,951
Low
i3
2,015
Europe
Red
Petrol
Automatic
4.6
22,201
111,769
1,846
Low
i8
2,015
South America
Silver
Petrol
Manual
1.6
107,624
66,189
7,372
High
X3
2,011
Africa
Grey
Hybrid
Automatic
1.7
26,260
100,089
6,967
Low
i3
2,015
South America
Silver
Diesel
Manual
4.6
181,137
83,850
4,129
Low
i8
2,014
Africa
Black
Electric
Manual
1.9
100,793
35,125
5,004
Low
7 Series
2,022
South America
Blue
Petrol
Automatic
1.5
58,899
72,926
2,051
Low
X1
2,012
South America
White
Diesel
Manual
2.1
106,151
57,651
7,067
High
i8
2,015
South America
Grey
Petrol
Automatic
4.4
100,839
36,346
9,670
High
X1
2,017
North America
Silver
Petrol
Automatic
4.3
44,144
48,708
5,903
Low
M5
2,018
Asia
Black
Hybrid
Manual
2.7
52,252
84,358
1,900
Low
X3
2,010
Middle East
Red
Diesel
Manual
3.8
153,200
100,880
3,459
Low
M5
2,012
Africa
Red
Petrol
Manual
3.3
180,573
85,628
6,391
Low
X5
2,012
Asia
White
Petrol
Manual
4.7
92,323
77,493
2,137
Low
X3
2,020
North America
Grey
Hybrid
Manual
1.7
164,895
70,837
2,484
Low
i8
2,017
North America
Blue
Diesel
Automatic
4.3
38,213
86,426
8,990
High
X1
2,010
Middle East
Red
Petrol
Automatic
2.1
187,004
70,128
806
Low
X5
2,014
North America
Silver
Electric
Manual
2.9
113,554
88,911
6,177
Low
X6
2,012
Europe
White
Petrol
Automatic
2.2
89,438
43,985
2,712
Low
X3
2,011
Europe
Silver
Electric
Manual
4
181,088
44,563
1,257
Low
i8
2,024
South America
Silver
Electric
Manual
3.9
106,947
66,066
4,414
Low
5 Series
2,017
Europe
Black
Diesel
Manual
3.4
137,034
87,303
1,926
Low
X1
2,012
Middle East
White
Hybrid
Automatic
3.9
78,987
119,444
356
Low
X1
2,016
Europe
Black
Electric
Automatic
3.7
149,540
81,781
8,895
High
X6
2,021
Middle East
Black
Hybrid
Automatic
4.2
67,614
106,810
6,693
Low
X5
2,020
Africa
Red
Petrol
Manual
2.3
156,291
67,818
431
Low
M5
2,010
South America
Grey
Electric
Manual
3
24,236
92,963
875
Low
X5
2,015
North America
Grey
Diesel
Manual
2
30,859
99,436
185
Low
X3
2,012
Europe
Silver
Hybrid
Manual
3
20,041
44,281
4,338
Low
X3
2,017
Asia
White
Petrol
Manual
4
99,589
95,242
8,243
High
M3
2,015
Asia
White
Petrol
Automatic
3.9
142,485
79,006
9,884
High
5 Series
2,021
Europe
Grey
Hybrid
Manual
4
173,885
65,641
5,185
Low
X3
2,011
Asia
Silver
Petrol
Manual
2.6
122,152
114,995
7,171
High
M3
2,015
Asia
Silver
Electric
Automatic
3.8
123,791
110,517
3,002
Low
i3
2,016
Europe
Grey
Hybrid
Manual
2.8
32,711
101,583
9,442
High
7 Series
2,014
South America
Red
Diesel
Manual
4.8
23,270
44,523
9,072
High
X1
2,012
Africa
Silver
Diesel
Automatic
2.7
57,517
108,502
5,917
Low
X1
2,013
Europe
Black
Diesel
Manual
3.6
87,485
53,907
7,164
High
i8
2,013
South America
Red
Diesel
Manual
4.1
61,881
72,039
4,471
Low
M3
2,015
Europe
White
Hybrid
Automatic
4.7
45,987
118,475
4,265
Low
X3
2,019
Middle East
Silver
Diesel
Automatic
3
142,210
81,872
3,721
Low
7 Series
2,010
Europe
Grey
Electric
Manual
2.8
186,396
51,912
9,154
High
X5
2,020
South America
White
Electric
Automatic
3
96,898
52,166
6,196
Low
X1
2,013
Middle East
Black
Electric
Automatic
2.6
37,682
31,176
8,710
High
X5
2,019
Europe
Black
Diesel
Automatic
3.8
66,825
69,895
4,430
Low
X5
2,022
Asia
Black
Diesel
Manual
4.8
3,629
74,833
6,602
Low
M5
2,013
Middle East
Red
Hybrid
Manual
1.9
126,687
50,123
2,243
Low
X6
2,019
North America
White
Petrol
Manual
3.5
129,620
93,845
3,232
Low
X1
2,010
Asia
Blue
Petrol
Automatic
4.6
182,405
55,974
8,971
High
7 Series
2,018
Africa
Blue
Electric
Automatic
1.9
159,851
106,714
6,347
Low
M5
2,013
North America
Red
Hybrid
Manual
3.2
10,911
90,816
6,259
Low
X6
2,016
North America
Grey
Hybrid
Manual
4.5
199,275
40,910
2,450
Low
M3
2,021
North America
Blue
Hybrid
Manual
4.7
59,099
32,832
7,746
High
i8
2,023
Middle East
Silver
Hybrid
Manual
3.3
145,603
69,185
2,822
Low
i8
2,012
South America
Blue
Electric
Manual
1.6
6,588
55,309
7,254
High
M3
2,019
Middle East
Grey
Petrol
Manual
1.9
89,067
61,539
4,456
Low
7 Series
2,021
Europe
Grey
Diesel
Manual
3.6
26,832
64,760
5,087
Low
M5
2,012
Europe
Grey
Diesel
Automatic
1.9
96,063
74,758
2,590
Low
i3
2,023
Africa
White
Electric
Manual
2
145,910
91,111
1,366
Low
M3
2,017
South America
Blue
Petrol
Automatic
4.2
160,703
57,634
1,614
Low
i8
2,017
Asia
Grey
Diesel
Automatic
4.1
176,859
94,557
3,239
Low
3 Series
2,020
South America
White
Electric
Manual
4.4
186,918
115,414
1,981
Low
X3
2,021
Asia
Black
Petrol
Manual
1.9
109,385
114,055
9,403
High
M5
2,010
South America
Black
Hybrid
Manual
2.2
56,832
100,561
5,764
Low
X6
2,019
North America
Blue
Hybrid
Automatic
4.4
115,378
115,128
5,798
Low
X5
2,011
Europe
Black
Electric
Manual
4
142,942
92,339
4,180
Low