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
5 Series
2,012
North America
Red
Diesel
Manual
2.1
175,511
114,590
4,729
Low
7 Series
2,015
Asia
Silver
Diesel
Automatic
1.9
14,619
91,065
5,800
Low
X5
2,020
South America
Blue
Diesel
Manual
2.3
103,608
79,536
3,168
Low
7 Series
2,012
Europe
Black
Electric
Manual
2.6
10,618
56,095
9,996
High
X1
2,022
Africa
Blue
Diesel
Automatic
3.4
157,368
117,855
7,349
High
X3
2,021
North America
White
Hybrid
Manual
4.6
58,832
95,096
1,363
Low
5 Series
2,013
Africa
Grey
Petrol
Automatic
3
82,025
65,988
8,393
High
X5
2,010
Asia
Blue
Hybrid
Automatic
3.3
164,885
117,180
7,151
High
7 Series
2,014
Africa
Blue
Petrol
Manual
1.5
55,063
103,655
8,275
High
X3
2,010
Middle East
Grey
Electric
Manual
1.6
45,927
42,373
8,263
High
X5
2,022
Europe
Grey
Diesel
Manual
1.8
143,633
116,634
2,360
Low
M5
2,010
Europe
Red
Petrol
Manual
3.9
188,315
40,903
2,122
Low
i3
2,019
North America
Red
Diesel
Manual
3.2
168,248
101,971
3,635
Low
i3
2,024
North America
Blue
Petrol
Automatic
2.2
63,049
53,473
2,260
Low
X5
2,020
Africa
Black
Petrol
Automatic
3.6
134,912
100,435
4,051
Low
M3
2,020
North America
White
Petrol
Manual
3.4
58,212
113,177
8,073
High
X6
2,023
Middle East
Red
Diesel
Manual
1.8
188,185
65,338
8,867
High
i3
2,016
North America
Grey
Petrol
Manual
3.7
187,889
35,276
3,715
Low
i8
2,021
Middle East
Grey
Diesel
Manual
4.2
108,377
94,777
6,894
Low
X1
2,015
Africa
Red
Electric
Manual
2.5
105,596
110,293
8,699
High
X3
2,011
Africa
Blue
Hybrid
Manual
3.9
84,662
86,912
8,710
High
X3
2,023
North America
Grey
Petrol
Automatic
2.2
163,144
34,259
2,865
Low
7 Series
2,020
South America
White
Diesel
Automatic
4.1
141,329
73,795
233
Low
X6
2,021
Africa
Black
Hybrid
Manual
4.7
64,631
94,033
307
Low
M5
2,011
South America
Black
Diesel
Manual
3
24,405
76,907
1,872
Low
X6
2,020
South America
Red
Hybrid
Manual
2.4
53,001
30,503
8,215
High
i3
2,016
South America
Silver
Diesel
Manual
2.9
118,947
51,721
8,363
High
5 Series
2,010
Asia
Black
Diesel
Manual
2.4
20,274
79,707
6,868
Low
M3
2,022
Europe
Black
Electric
Automatic
1.5
81,841
34,154
7,317
High
7 Series
2,011
Asia
Black
Petrol
Automatic
3.8
116,590
87,902
1,610
Low
i8
2,021
South America
White
Electric
Manual
1.6
193,166
99,011
4,633
Low
M5
2,017
Africa
White
Hybrid
Manual
2.2
70,048
88,277
1,957
Low
X5
2,015
South America
Red
Diesel
Automatic
4
103,887
56,890
8,479
High
X1
2,024
Asia
Grey
Hybrid
Manual
3.8
42,819
111,731
2,002
Low
3 Series
2,023
North America
Black
Hybrid
Manual
1.8
15,285
93,440
447
Low
7 Series
2,011
Africa
Black
Diesel
Automatic
3.8
12,594
87,453
584
Low
X6
2,016
Asia
Red
Petrol
Manual
4.8
66,167
103,922
951
Low
X1
2,013
Africa
Silver
Electric
Manual
1.8
159,844
73,303
8,096
High
7 Series
2,011
Europe
Grey
Electric
Manual
3
168,609
106,695
2,834
Low
M5
2,021
Asia
Blue
Petrol
Automatic
4.1
18,217
89,759
5,466
Low
i8
2,015
Asia
White
Diesel
Automatic
3.8
26,376
68,222
9,476
High
X6
2,020
Middle East
Red
Petrol
Manual
2.3
176,747
93,973
8,426
High
5 Series
2,024
Africa
Grey
Hybrid
Automatic
2.1
141,807
78,252
4,438
Low
5 Series
2,018
Middle East
Red
Electric
Manual
4.2
155,749
104,680
8,238
High
X3
2,020
Asia
Grey
Hybrid
Manual
4.8
107,908
110,240
2,258
Low
X6
2,018
Asia
Red
Hybrid
Manual
4.2
151,794
56,363
6,672
Low
X1
2,023
Middle East
Black
Petrol
Manual
4.9
130,414
48,257
7,243
High
X3
2,017
South America
Silver
Diesel
Automatic
3.6
61,787
90,084
8,259
High
X5
2,024
North America
White
Hybrid
Manual
4.8
188,496
66,902
5,756
Low
i8
2,012
South America
White
Diesel
Automatic
3.9
105,556
59,108
8,009
High
M5
2,012
South America
Silver
Diesel
Automatic
4.7
18,594
38,520
1,087
Low
i8
2,011
Middle East
Silver
Diesel
Manual
2.1
111,302
113,255
4,658
Low
M3
2,014
Middle East
White
Petrol
Manual
4.4
77,319
59,975
8,464
High
X3
2,023
Middle East
Grey
Hybrid
Manual
2.2
93,554
105,316
3,324
Low
X1
2,021
North America
Silver
Petrol
Automatic
1.6
125,419
82,644
4,152
Low
5 Series
2,023
South America
Black
Hybrid
Automatic
3.3
177,705
115,233
9,174
High
X3
2,013
North America
Black
Electric
Manual
2.6
59,870
119,939
6,031
Low
i3
2,016
Europe
White
Hybrid
Automatic
1.7
23,172
88,276
2,649
Low
X3
2,013
North America
Blue
Diesel
Automatic
4.9
22,459
50,989
9,054
High
5 Series
2,018
Asia
Grey
Diesel
Automatic
3.8
102,404
74,502
6,249
Low
M3
2,021
Asia
Silver
Electric
Manual
4.7
32,983
54,026
8,363
High
7 Series
2,021
Middle East
White
Petrol
Automatic
5
145,653
43,834
2,703
Low
X3
2,011
Asia
Silver
Diesel
Automatic
2.9
104,405
95,372
8,715
High
X5
2,020
Europe
Silver
Electric
Automatic
2.4
103,339
55,654
5,636
Low
X3
2,023
Asia
Grey
Diesel
Manual
2.1
44,669
98,810
843
Low
X5
2,015
North America
Silver
Diesel
Automatic
3.3
134,860
107,279
4,253
Low
X6
2,024
Middle East
Red
Electric
Manual
3.6
101,077
113,047
4,623
Low
3 Series
2,016
Africa
White
Electric
Automatic
3.2
601
58,207
7,516
High
5 Series
2,013
South America
Black
Electric
Manual
2.9
46,144
44,767
2,731
Low
i3
2,022
South America
Blue
Hybrid
Manual
2.1
116,560
43,105
6,499
Low
M3
2,015
South America
Black
Hybrid
Automatic
3
190,546
91,394
6,251
Low
i3
2,016
Middle East
Red
Electric
Automatic
1.8
195,969
41,323
9,869
High
7 Series
2,013
South America
White
Hybrid
Automatic
4.5
55,608
47,746
6,768
Low
i3
2,024
Middle East
Grey
Petrol
Automatic
1.7
17,075
65,179
8,017
High
X3
2,017
South America
Blue
Petrol
Automatic
2.8
136,842
39,432
7,504
High
5 Series
2,018
South America
Silver
Diesel
Automatic
1.9
18,461
63,094
1,639
Low
X1
2,010
Europe
Black
Hybrid
Automatic
4.2
169,645
92,607
5,138
Low
X3
2,016
Asia
Grey
Diesel
Manual
2.6
90,838
50,890
2,240
Low
X6
2,018
North America
Blue
Hybrid
Manual
1.9
87,417
104,272
9,662
High
7 Series
2,024
Africa
Black
Electric
Manual
3.4
186,427
118,844
7,526
High
X5
2,021
Europe
Red
Petrol
Manual
4.7
77,654
94,772
8,888
High
3 Series
2,019
South America
Blue
Electric
Manual
4.7
48,523
69,238
665
Low
M3
2,014
Asia
Grey
Hybrid
Manual
2.4
167,514
85,985
9,521
High
7 Series
2,021
Middle East
Red
Hybrid
Manual
4
149,509
55,599
2,715
Low
X3
2,011
South America
Blue
Hybrid
Automatic
1.6
190,173
115,791
4,711
Low
i8
2,019
South America
Black
Hybrid
Manual
2
182,276
60,293
396
Low
i8
2,015
South America
Black
Electric
Automatic
3.2
111,533
113,751
1,964
Low
3 Series
2,021
North America
Black
Hybrid
Manual
2.3
160,933
80,924
4,760
Low
X6
2,021
North America
White
Diesel
Automatic
4.3
143,423
98,263
8,000
High
X3
2,016
Middle East
White
Hybrid
Manual
4.8
82,957
106,194
6,391
Low
X6
2,011
Africa
Silver
Electric
Automatic
1.5
13,489
34,363
4,595
Low
X5
2,011
Middle East
Grey
Electric
Automatic
2.3
3,344
114,003
5,890
Low
X5
2,019
Asia
Blue
Electric
Automatic
3
155,528
55,356
8,209
High
3 Series
2,024
North America
Silver
Electric
Automatic
3.5
180,903
114,075
6,119
Low
7 Series
2,023
Europe
Silver
Hybrid
Automatic
4.7
154,147
30,562
1,772
Low
X1
2,021
Middle East
Black
Diesel
Manual
4.6
86,362
81,055
6,770
Low
i3
2,019
Europe
Red
Hybrid
Automatic
3.7
103,984
90,879
2,367
Low
i8
2,010
North America
Silver
Diesel
Manual
2.4
187,827
31,561
9,100
High
X1
2,013
North America
Silver
Petrol
Manual
4.2
101,584
109,606
5,197
Low
X1
2,016
Asia
White
Hybrid
Manual
2.2
134,174
109,339
5,580
Low