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
3 Series
2,020
Europe
Silver
Hybrid
Automatic
3.6
125,837
108,689
6,176
Low
7 Series
2,011
North America
Red
Petrol
Manual
2.7
185,462
65,150
3,835
Low
7 Series
2,017
South America
Black
Petrol
Automatic
4.1
114,444
61,668
9,488
High
3 Series
2,024
South America
White
Diesel
Automatic
1.6
45,907
79,158
1,418
Low
3 Series
2,018
Africa
White
Hybrid
Manual
1.6
179,914
66,547
8,291
High
5 Series
2,024
Africa
Black
Electric
Manual
4
112,130
96,792
6,525
Low
M3
2,016
Europe
Grey
Hybrid
Manual
4.8
150,088
92,638
3,386
Low
5 Series
2,013
Asia
Blue
Petrol
Automatic
3.7
109,089
61,714
1,333
Low
X3
2,022
Europe
Grey
Electric
Automatic
4
134,153
52,063
4,654
Low
M5
2,022
Asia
White
Hybrid
Manual
4.4
197,642
84,279
3,207
Low
X6
2,010
Asia
Black
Electric
Manual
2.8
69,602
71,046
1,948
Low
3 Series
2,013
Africa
Grey
Petrol
Automatic
1.9
87,014
60,110
6,004
Low
7 Series
2,013
Africa
Blue
Petrol
Automatic
4.8
67,452
60,511
735
Low
M5
2,017
Asia
Blue
Diesel
Manual
4.8
79,723
33,370
1,882
Low
5 Series
2,013
Africa
Red
Diesel
Manual
3
185,198
58,854
8,522
High
X1
2,013
Asia
Silver
Petrol
Automatic
2.3
108,903
70,084
8,506
High
M5
2,022
Middle East
Grey
Hybrid
Manual
4.6
117,917
48,060
8,462
High
X1
2,011
Europe
Red
Petrol
Manual
4
194,126
48,482
6,805
Low
3 Series
2,021
Asia
White
Diesel
Manual
1.5
103,681
75,828
6,746
Low
X5
2,019
Middle East
Grey
Petrol
Manual
1.9
21,206
35,578
8,484
High
X3
2,016
Asia
Grey
Petrol
Manual
4.9
58,508
113,821
4,200
Low
i8
2,024
Europe
Black
Petrol
Manual
1.6
5,465
41,571
281
Low
M5
2,013
North America
Blue
Diesel
Manual
2.5
197,492
58,928
9,628
High
X6
2,020
Africa
Blue
Diesel
Manual
3.4
121,620
37,433
6,861
Low
7 Series
2,015
North America
Blue
Petrol
Automatic
2.1
177,961
115,969
3,777
Low
M3
2,012
Africa
Black
Hybrid
Manual
2.3
162,244
112,125
1,005
Low
5 Series
2,016
South America
Blue
Electric
Manual
2.7
66,630
73,175
1,766
Low
X5
2,015
Europe
Grey
Diesel
Automatic
2.4
119,930
53,913
1,179
Low
i3
2,012
Asia
Grey
Electric
Automatic
4.3
56,919
79,349
3,756
Low
M5
2,013
Asia
White
Hybrid
Automatic
3.3
69,562
44,329
7,668
High
M5
2,019
North America
Red
Electric
Automatic
2.5
77,646
71,848
4,806
Low
M5
2,023
Europe
White
Electric
Manual
2.6
36,419
73,113
5,851
Low
7 Series
2,014
Asia
Blue
Electric
Automatic
1.6
76,310
97,222
4,203
Low
X5
2,018
Middle East
Black
Hybrid
Manual
1.7
172,719
101,745
6,659
Low
X1
2,023
Asia
Silver
Hybrid
Manual
4
132,440
94,400
3,188
Low
X6
2,015
South America
Red
Petrol
Automatic
1.9
152,876
114,824
8,393
High
7 Series
2,022
North America
White
Hybrid
Automatic
3.2
159,116
115,276
2,075
Low
M5
2,013
Middle East
Grey
Hybrid
Automatic
4.4
165,304
64,561
6,359
Low
3 Series
2,020
Europe
Silver
Electric
Manual
2.8
114,789
82,042
5,641
Low
i3
2,020
Europe
Black
Electric
Automatic
2.7
21,256
40,060
6,794
Low
M3
2,016
Middle East
Black
Diesel
Manual
4.6
80,524
106,600
5,830
Low
X3
2,011
North America
Red
Hybrid
Automatic
4.5
51,620
55,971
9,398
High
M3
2,013
South America
Blue
Electric
Manual
4.6
25,412
77,224
1,392
Low
M3
2,014
South America
Red
Hybrid
Manual
3.5
145,936
117,009
1,032
Low
5 Series
2,013
Middle East
Grey
Electric
Automatic
4.8
82,386
115,937
2,449
Low
i3
2,013
North America
Silver
Diesel
Automatic
4.4
77,077
91,858
551
Low
5 Series
2,020
North America
Black
Hybrid
Manual
3
178,847
52,176
3,860
Low
X3
2,022
Asia
Blue
Electric
Automatic
3.7
2,687
70,609
7,283
High
i8
2,018
Asia
Black
Hybrid
Automatic
1.9
29,041
46,982
3,328
Low
M3
2,023
North America
Grey
Electric
Automatic
3.4
55,829
58,272
6,647
Low
i8
2,020
North America
Grey
Electric
Automatic
2.4
130,446
56,165
8,441
High
M3
2,022
North America
Grey
Petrol
Manual
2.5
118,653
55,509
1,086
Low
M3
2,011
North America
Red
Diesel
Manual
1.9
17,508
63,846
9,848
High
3 Series
2,015
Asia
Grey
Petrol
Automatic
2.8
127,759
112,624
4,544
Low
X1
2,023
North America
Blue
Petrol
Manual
3.2
8,224
45,959
6,882
Low
X1
2,017
Africa
Red
Electric
Automatic
3.6
21,538
118,375
488
Low
5 Series
2,017
South America
Blue
Diesel
Automatic
2.6
11,472
96,222
2,802
Low
M3
2,020
Middle East
Black
Electric
Manual
4.3
174,454
113,921
4,520
Low
X5
2,016
Asia
Blue
Diesel
Automatic
3.3
848
113,000
6,832
Low
X1
2,019
South America
Red
Petrol
Manual
3.7
40,679
44,498
492
Low
3 Series
2,020
Africa
Red
Hybrid
Automatic
2.5
84,182
76,139
4,126
Low
M3
2,013
Africa
Blue
Hybrid
Automatic
4.3
169,874
97,333
5,947
Low
X3
2,016
Asia
White
Electric
Manual
3.7
106,113
83,378
946
Low
X1
2,022
South America
Grey
Hybrid
Manual
4.5
125,720
39,516
6,608
Low
i3
2,019
Middle East
White
Electric
Manual
2.1
195,670
77,682
4,248
Low
X6
2,015
Asia
Grey
Diesel
Automatic
2.8
12,821
119,026
6,854
Low
X1
2,020
Europe
Black
Petrol
Automatic
1.9
78,418
80,576
7,047
High
M3
2,015
Africa
Grey
Hybrid
Manual
2.3
110,269
72,021
3,790
Low
X6
2,011
Europe
Black
Diesel
Manual
2.9
42,381
75,870
4,490
Low
X6
2,017
South America
Red
Diesel
Automatic
4.6
113,927
40,250
1,865
Low
3 Series
2,017
Asia
Red
Hybrid
Manual
3.4
7,889
71,533
3,589
Low
X3
2,023
Europe
Silver
Petrol
Manual
2.7
122,693
57,268
5,169
Low
M5
2,020
North America
Grey
Diesel
Automatic
4.1
185,328
79,959
2,624
Low
i8
2,016
South America
Blue
Diesel
Automatic
1.6
166,180
72,808
1,262
Low
i8
2,020
Europe
Red
Diesel
Manual
2.8
19,288
86,827
6,825
Low
M5
2,018
Asia
Blue
Petrol
Automatic
3.6
136,124
57,557
1,519
Low
X6
2,017
Asia
Black
Petrol
Manual
3.5
143,470
65,710
4,235
Low
7 Series
2,023
North America
Blue
Diesel
Automatic
3.6
29,173
65,794
117
Low
X6
2,018
Middle East
Blue
Diesel
Automatic
2.2
37,814
78,887
3,436
Low
5 Series
2,024
Europe
Blue
Electric
Automatic
2.7
32,414
110,288
1,396
Low
i8
2,018
Asia
Blue
Hybrid
Automatic
4.8
140,000
78,254
1,144
Low
7 Series
2,015
North America
White
Petrol
Automatic
4.9
102,539
98,069
5,325
Low
X6
2,011
North America
Blue
Diesel
Automatic
2.6
156,478
50,931
130
Low
3 Series
2,021
Middle East
White
Electric
Manual
3.8
160,917
74,030
5,704
Low
X6
2,016
Africa
Grey
Hybrid
Automatic
2.3
94,339
69,924
944
Low
X1
2,012
Africa
Black
Hybrid
Manual
2.8
166,748
100,549
944
Low
7 Series
2,022
Middle East
Black
Hybrid
Manual
4.3
186,975
73,798
6,302
Low
X6
2,016
Africa
Blue
Electric
Manual
3.3
148,729
84,165
4,789
Low
7 Series
2,018
Asia
White
Petrol
Automatic
4.5
145,514
87,379
6,011
Low
i8
2,019
Middle East
Silver
Electric
Manual
3.7
29,289
88,874
2,585
Low
M3
2,023
North America
Grey
Electric
Automatic
3.7
120,519
32,811
3,688
Low
3 Series
2,019
South America
Black
Electric
Manual
1.6
139,510
31,355
7,999
High
7 Series
2,011
Europe
Grey
Hybrid
Manual
4.1
24,876
88,335
5,968
Low
X6
2,023
Africa
Blue
Hybrid
Manual
4.9
30,010
98,562
1,413
Low
M5
2,022
Asia
Grey
Diesel
Automatic
3.2
67,618
76,788
7,862
High
i8
2,015
South America
Red
Hybrid
Automatic
2.1
131,506
53,132
8,796
High
M3
2,022
South America
Black
Hybrid
Automatic
4.9
30,858
46,062
893
Low
7 Series
2,015
South America
Red
Electric
Manual
2.5
100,821
34,432
5,978
Low
7 Series
2,018
Middle East
White
Diesel
Automatic
2.9
36,682
61,154
7,027
High
X5
2,022
Middle East
Black
Petrol
Manual
1.8
197,065
114,245
2,086
Low