Split (1)

train · 50k rows

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
7 Series	2,024	Africa	Grey	Hybrid	Manual	1.6	102,266	33,596	1,076	Low
M3	2,010	Europe	Silver	Hybrid	Manual	2.5	131,010	105,445	8,991	High
X3	2,016	Africa	Blue	Petrol	Manual	4.4	143,917	87,140	2,243	Low
i3	2,019	South America	Black	Electric	Automatic	3.5	172,505	32,990	5,667	Low
5 Series	2,024	South America	Black	Hybrid	Automatic	5	106,589	64,378	2,721	Low
3 Series	2,023	South America	Grey	Petrol	Manual	4.7	75,587	70,169	6,509	Low
i8	2,012	South America	Red	Petrol	Manual	2.1	75,379	111,085	6,352	Low
7 Series	2,019	South America	Red	Diesel	Automatic	3.9	182,692	102,347	2,932	Low
X1	2,019	North America	Silver	Diesel	Automatic	3.8	74,041	62,413	7,825	High
5 Series	2,020	North America	Red	Diesel	Manual	1.9	86,446	57,571	6,412	Low
i8	2,013	North America	Red	Petrol	Manual	1.8	178,532	86,553	4,404	Low
M5	2,015	Africa	Red	Hybrid	Manual	3.5	156,702	66,008	3,187	Low
M5	2,017	South America	Black	Electric	Automatic	2.9	50,845	71,841	5,019	Low
X5	2,022	Middle East	Silver	Hybrid	Automatic	3.4	409	68,507	9,769	High
i8	2,013	Middle East	Grey	Petrol	Automatic	2.3	29,754	52,383	556	Low
i8	2,024	South America	Silver	Electric	Automatic	3.4	57,853	88,483	269	Low
M5	2,021	Europe	White	Diesel	Manual	2.8	141,263	35,088	9,789	High
M5	2,018	Europe	White	Electric	Manual	4.6	27,861	114,246	2,629	Low
X5	2,017	Middle East	Silver	Electric	Automatic	2.6	94,431	34,274	5,586	Low
X6	2,019	Middle East	Blue	Electric	Automatic	4.5	170,239	58,764	2,619	Low
7 Series	2,019	Asia	Grey	Electric	Automatic	2.9	127,341	89,348	813	Low
i3	2,015	South America	Blue	Hybrid	Automatic	3.5	71,786	71,529	9,575	High
X3	2,016	Asia	Grey	Petrol	Automatic	2.5	172,812	107,005	6,057	Low
3 Series	2,017	Europe	Grey	Petrol	Manual	4.3	45,464	93,913	823	Low
7 Series	2,011	North America	White	Electric	Manual	4.5	59,447	85,298	3,180	Low
X1	2,014	Asia	Red	Electric	Automatic	4.3	184,247	45,607	5,429	Low
3 Series	2,022	Asia	Black	Diesel	Manual	3.7	13,749	43,291	3,787	Low
M5	2,016	South America	Blue	Electric	Automatic	2.6	83,405	74,512	8,493	High
i3	2,017	Asia	Red	Diesel	Automatic	3.7	172,224	54,993	7,998	High
7 Series	2,014	Europe	Red	Hybrid	Manual	4.9	75,316	43,634	8,451	High
5 Series	2,012	North America	Black	Diesel	Automatic	3.8	39,847	97,855	6,630	Low
i8	2,024	Middle East	Red	Electric	Manual	4.8	19,476	32,151	8,427	High
X5	2,015	North America	Blue	Hybrid	Manual	2.6	90,470	38,422	5,546	Low
M5	2,014	Asia	Black	Hybrid	Manual	4.5	83,820	32,883	4,104	Low
3 Series	2,017	Asia	Red	Diesel	Automatic	4	191,002	49,121	1,354	Low
X1	2,018	Africa	Grey	Electric	Manual	4.4	51,654	105,464	6,142	Low
M3	2,018	Africa	Blue	Electric	Automatic	4	32,830	101,602	3,904	Low
i3	2,021	North America	Grey	Hybrid	Manual	3.2	57,822	66,487	8,980	High
M3	2,021	North America	Red	Electric	Manual	3.9	169,469	65,050	7,118	High
3 Series	2,015	South America	Blue	Electric	Automatic	4.8	22,761	101,426	9,192	High
i8	2,024	North America	White	Hybrid	Automatic	3	15,586	37,136	9,605	High
X5	2,013	Middle East	Grey	Diesel	Automatic	4.8	104,315	76,962	3,987	Low
5 Series	2,013	Africa	White	Petrol	Automatic	1.7	26,844	43,928	1,947	Low
3 Series	2,018	Asia	Silver	Hybrid	Automatic	1.5	31,147	109,205	3,119	Low
3 Series	2,013	Asia	Black	Petrol	Automatic	3.2	4,265	41,799	8,829	High
M5	2,017	Europe	Red	Hybrid	Manual	4.5	87,974	95,574	2,052	Low
5 Series	2,018	Middle East	Black	Diesel	Manual	2.4	127,289	113,328	3,618	Low
X5	2,014	Asia	Blue	Diesel	Manual	3.9	1,716	54,186	4,703	Low
X5	2,022	Europe	Silver	Hybrid	Manual	3.4	57,669	40,986	3,014	Low
X5	2,015	Middle East	Grey	Diesel	Manual	2.5	20,064	114,947	6,652	Low
i3	2,012	North America	White	Petrol	Manual	2.5	192,183	39,565	9,417	High
5 Series	2,021	Asia	Black	Hybrid	Manual	1.8	84,143	111,956	2,335	Low
i8	2,014	North America	Silver	Hybrid	Automatic	3.4	134,639	112,425	6,202	Low
M5	2,014	South America	Grey	Petrol	Automatic	3.1	69,803	90,681	4,125	Low
X6	2,024	Europe	Black	Petrol	Manual	2.5	11,737	72,124	6,791	Low
M5	2,023	Africa	Black	Hybrid	Automatic	4.9	108,075	92,714	4,167	Low
3 Series	2,011	South America	White	Electric	Automatic	4.4	77,190	108,796	8,315	High
5 Series	2,019	North America	Red	Diesel	Manual	3.3	127,731	36,244	6,849	Low
i8	2,015	Europe	White	Petrol	Manual	3.3	102,180	61,970	6,216	Low
7 Series	2,018	Middle East	Silver	Electric	Manual	2.2	177,487	78,847	6,551	Low
5 Series	2,020	North America	White	Diesel	Automatic	3.8	46,273	77,138	1,655	Low
7 Series	2,024	Asia	Black	Electric	Manual	4.8	182,358	108,640	1,509	Low
i3	2,016	Asia	Grey	Petrol	Automatic	4.6	49,132	99,813	9,145	High
M3	2,023	Middle East	Blue	Electric	Manual	1.8	82,600	88,637	4,860	Low
7 Series	2,017	North America	Blue	Diesel	Manual	1.7	28,511	90,096	8,630	High
X6	2,011	Asia	Grey	Hybrid	Automatic	4.9	82,396	48,551	142	Low
7 Series	2,020	North America	White	Diesel	Manual	2.2	72,455	58,918	454	Low
X5	2,022	Middle East	White	Diesel	Manual	3.4	164,458	73,200	1,642	Low
i8	2,023	North America	Blue	Diesel	Automatic	1.8	33,322	46,861	5,372	Low
X3	2,018	South America	Red	Petrol	Manual	4.5	146,381	44,881	4,942	Low
X5	2,012	Africa	Red	Electric	Manual	1.9	88,117	94,520	9,493	High
X6	2,019	Africa	Silver	Petrol	Automatic	3.8	129,541	107,676	8,107	High
5 Series	2,014	Asia	Black	Hybrid	Manual	1.7	28,466	79,419	2,612	Low
M5	2,023	Middle East	White	Diesel	Automatic	2	78,732	49,567	8,457	High
7 Series	2,016	Africa	Blue	Electric	Manual	3.3	37,323	114,125	8,809	High
3 Series	2,013	North America	Blue	Hybrid	Manual	1.7	63,002	50,914	5,491	Low
X1	2,016	Asia	Grey	Hybrid	Manual	2.2	14,113	98,536	3,292	Low
X3	2,017	Asia	Silver	Electric	Manual	2	175,178	32,300	6,179	Low
X1	2,024	North America	Silver	Hybrid	Manual	1.6	101,531	115,369	6,792	Low
X5	2,022	Asia	White	Diesel	Manual	4.9	153,954	110,062	7,721	High
X6	2,019	Asia	Grey	Electric	Manual	3.1	148,770	57,651	5,941	Low
i8	2,023	Europe	Black	Hybrid	Automatic	4.5	124,542	30,605	4,550	Low
7 Series	2,019	Europe	Black	Hybrid	Manual	2.8	97,226	58,947	8,289	High
X1	2,013	South America	Red	Diesel	Automatic	1.6	158,420	39,981	5,176	Low
X3	2,024	Africa	White	Hybrid	Manual	3.9	36,097	50,967	5,555	Low
7 Series	2,014	Europe	Blue	Petrol	Automatic	1.6	48,474	80,958	469	Low
5 Series	2,020	Europe	White	Electric	Automatic	3.4	96,425	39,765	8,094	High
X5	2,012	Middle East	Black	Petrol	Automatic	2	125,845	80,226	2,050	Low
X5	2,014	Asia	Black	Petrol	Automatic	3.8	4,793	58,502	7,783	High
i8	2,017	South America	Red	Petrol	Manual	4.6	8,995	95,761	8,499	High
7 Series	2,012	Europe	Red	Hybrid	Manual	4.8	123,486	102,600	8,695	High
M5	2,024	Middle East	Silver	Diesel	Manual	3.3	36,345	72,594	9,817	High
M5	2,023	Europe	Blue	Petrol	Automatic	3.4	69,775	42,420	7,184	High
7 Series	2,022	Asia	Grey	Electric	Automatic	1.6	162,596	81,274	9,318	High
M5	2,014	Asia	Blue	Hybrid	Manual	4.2	98,547	67,837	2,841	Low
X6	2,019	South America	Blue	Diesel	Automatic	4.8	196,188	94,770	3,202	Low
3 Series	2,010	Europe	Black	Hybrid	Manual	3	128,320	68,451	5,676	Low
3 Series	2,011	Middle East	Blue	Hybrid	Automatic	4.3	190,696	104,455	144	Low
i3	2,012	Africa	Red	Petrol	Automatic	4.3	85,570	66,128	6,694	Low
X5	2,010	Asia	Red	Petrol	Automatic	4.2	137,085	55,251	6,789	Low

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