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	2,019	Middle East	Silver	Hybrid	Manual	4.7	73,167	104,717	5,989	Low
X1	2,015	Middle East	Grey	Electric	Automatic	4.7	166,760	56,281	1,473	Low
X6	2,019	Africa	Grey	Diesel	Manual	5	173,339	112,020	2,583	Low
M3	2,017	North America	White	Diesel	Automatic	3.4	138,135	95,354	4,885	Low
M3	2,022	South America	White	Petrol	Manual	2.7	127,141	71,782	8,594	High
3 Series	2,016	South America	Grey	Diesel	Manual	2.3	184,897	47,757	2,761	Low
X1	2,021	Europe	Grey	Petrol	Manual	1.6	112,957	76,582	7,867	High
X3	2,015	Asia	Black	Electric	Automatic	4	138,501	118,742	8,343	High
i3	2,013	Asia	Red	Hybrid	Manual	2.3	70,418	79,412	9,417	High
7 Series	2,016	Asia	White	Petrol	Automatic	3.6	174,117	77,462	7,755	High
X6	2,018	Middle East	Blue	Petrol	Manual	4.7	20,951	33,204	181	Low
M5	2,023	Europe	White	Electric	Manual	4.8	79,142	47,156	8,628	High
X6	2,020	Europe	Red	Electric	Manual	1.5	106,259	48,437	4,946	Low
M3	2,019	Europe	Black	Diesel	Automatic	2.6	62,167	52,749	6,976	Low
X5	2,019	Africa	Silver	Electric	Automatic	4.4	105,015	33,818	1,940	Low
5 Series	2,023	Middle East	White	Electric	Manual	3.4	182,710	59,234	6,317	Low
X3	2,016	Africa	Grey	Hybrid	Manual	4.3	148,858	43,319	434	Low
X6	2,010	North America	Red	Petrol	Automatic	4.5	167,041	70,325	1,017	Low
7 Series	2,019	Africa	Red	Electric	Manual	3	113,379	43,419	5,879	Low
7 Series	2,018	South America	Silver	Petrol	Manual	2.8	141,922	85,980	7,197	High
i8	2,022	Africa	Black	Electric	Manual	3.1	90,246	60,817	5,213	Low
X5	2,013	Europe	Black	Petrol	Manual	3.8	81,565	89,548	9,143	High
X6	2,024	Europe	Black	Petrol	Manual	2.8	169,254	61,058	6,835	Low
i3	2,012	Asia	Blue	Petrol	Automatic	4.2	125,866	103,370	8,858	High
X5	2,013	Middle East	Black	Hybrid	Automatic	4.7	42,903	38,657	6,924	Low
M5	2,013	Middle East	Silver	Hybrid	Automatic	2.5	156,045	35,060	4,701	Low
i8	2,022	North America	Black	Petrol	Manual	4.9	29,711	44,085	4,343	Low
X5	2,019	Asia	Blue	Electric	Automatic	3.7	54,559	112,265	8,316	High
M3	2,020	Africa	Black	Diesel	Automatic	4.6	148,915	108,845	7,208	High
5 Series	2,011	Africa	Blue	Hybrid	Automatic	1.9	38,726	95,689	4,568	Low
5 Series	2,023	South America	Grey	Hybrid	Automatic	2.4	16,216	70,828	5,874	Low
7 Series	2,021	Africa	Red	Hybrid	Automatic	2.6	140,374	83,927	326	Low
X6	2,023	Middle East	Grey	Diesel	Automatic	2.6	63,745	59,128	6,311	Low
7 Series	2,010	Middle East	Red	Electric	Automatic	2.1	138,184	57,581	4,565	Low
i3	2,021	Asia	Black	Diesel	Automatic	4.5	64,489	50,399	9,413	High
i3	2,019	Africa	Silver	Electric	Manual	3	95,274	109,827	3,335	Low
M3	2,021	North America	Blue	Electric	Automatic	4.9	160,469	44,642	6,705	Low
3 Series	2,010	South America	Grey	Hybrid	Automatic	3.5	10,257	40,637	8,385	High
X5	2,022	North America	Grey	Petrol	Manual	2	44,457	58,592	102	Low
X3	2,023	South America	Silver	Diesel	Automatic	3.4	24,188	90,817	8,761	High
i3	2,017	Africa	Silver	Electric	Manual	5	40,126	76,331	6,772	Low
i8	2,023	Europe	Grey	Diesel	Automatic	3.5	194,669	74,033	9,221	High
7 Series	2,011	North America	Red	Diesel	Manual	1.5	176,214	89,649	8,431	High
M3	2,021	North America	Black	Electric	Manual	4.8	65,288	87,918	9,140	High
X5	2,019	Europe	Red	Diesel	Automatic	2.3	176,346	88,587	8,744	High
X3	2,014	North America	Grey	Petrol	Manual	3.9	35,809	46,001	9,077	High
X3	2,021	North America	Grey	Diesel	Manual	3.3	77,448	40,880	7,534	High
M3	2,013	Europe	Silver	Petrol	Automatic	2.6	68,752	46,475	1,066	Low
i8	2,017	Africa	White	Petrol	Manual	2.5	139,012	69,572	840	Low
M3	2,011	Asia	Red	Petrol	Automatic	4.8	139,661	90,489	6,537	Low
X5	2,019	North America	Silver	Electric	Manual	4.7	78,545	104,682	3,444	Low
3 Series	2,018	Africa	Red	Hybrid	Automatic	3.3	14,999	91,053	1,345	Low
3 Series	2,016	Asia	Blue	Hybrid	Manual	2.4	62,110	84,123	7,879	High
5 Series	2,024	South America	Grey	Diesel	Automatic	1.9	197,310	39,362	5,687	Low
i3	2,022	Asia	Blue	Hybrid	Automatic	2	162,969	95,557	4,564	Low
7 Series	2,016	Asia	Black	Hybrid	Automatic	3.3	17,919	30,021	2,654	Low
M5	2,010	Middle East	Black	Electric	Manual	2.6	90,896	57,602	3,858	Low
X5	2,023	Middle East	Grey	Diesel	Automatic	1.6	184,579	109,443	2,032	Low
i3	2,021	North America	Red	Electric	Automatic	3.1	29,830	50,098	3,909	Low
5 Series	2,011	Middle East	White	Hybrid	Automatic	4.1	40,578	114,408	3,296	Low
X5	2,013	North America	Blue	Diesel	Automatic	4.6	28,584	96,001	5,387	Low
3 Series	2,013	Asia	White	Electric	Automatic	3.5	138,974	108,308	3,476	Low
7 Series	2,020	South America	Blue	Electric	Manual	4	144,276	51,774	5,711	Low
M3	2,023	Asia	Silver	Electric	Manual	2.8	50,235	57,428	4,275	Low
M5	2,012	North America	Silver	Hybrid	Manual	3.2	100,346	107,328	2,525	Low
5 Series	2,016	South America	Blue	Electric	Automatic	4.1	108,797	43,158	3,060	Low
i3	2,021	Middle East	Red	Hybrid	Manual	4	131,917	44,104	1,525	Low
i3	2,017	Europe	Red	Diesel	Manual	3	173,611	46,202	4,081	Low
7 Series	2,011	South America	Grey	Hybrid	Automatic	3.4	180,681	101,217	3,855	Low
M3	2,013	Middle East	Silver	Petrol	Manual	4.7	63,853	104,525	8,175	High
X6	2,023	North America	Blue	Petrol	Automatic	3.7	78,012	111,356	6,561	Low
7 Series	2,012	Middle East	Blue	Hybrid	Manual	3.7	90,671	54,838	239	Low
X5	2,011	North America	Blue	Electric	Automatic	4.2	101,260	116,605	9,632	High
M3	2,021	Europe	Grey	Petrol	Manual	1.9	29,832	80,994	8,823	High
X5	2,022	South America	Black	Electric	Manual	3.3	19,150	110,145	8,731	High
i3	2,023	North America	Grey	Diesel	Manual	4.9	70,322	87,043	8,562	High
i8	2,015	South America	Red	Hybrid	Automatic	2.8	46,529	64,383	3,023	Low
X6	2,022	North America	Black	Electric	Automatic	2.5	141,260	116,984	5,302	Low
X6	2,013	North America	Silver	Petrol	Manual	3.6	108,375	62,431	6,365	Low
5 Series	2,015	Asia	Blue	Electric	Automatic	2.3	150,305	39,566	7,104	High
3 Series	2,011	North America	White	Diesel	Automatic	3.4	59,597	30,664	5,526	Low
X3	2,021	Europe	Black	Electric	Manual	2	38,553	118,652	2,342	Low
M5	2,013	North America	White	Diesel	Manual	3.5	182,588	85,505	492	Low
X6	2,020	Asia	Silver	Hybrid	Manual	3.6	144,064	92,865	1,542	Low
X6	2,015	Asia	White	Petrol	Automatic	3	65,628	40,515	9,776	High
M5	2,023	Africa	Grey	Electric	Manual	2.8	131,595	74,473	243	Low
X3	2,014	Asia	Grey	Electric	Automatic	2.4	103,684	112,718	4,133	Low
M5	2,012	Asia	Red	Hybrid	Automatic	2.7	132,411	86,905	105	Low
i3	2,017	Middle East	Black	Petrol	Manual	3.2	82,738	89,829	3,395	Low
X1	2,016	Asia	Black	Hybrid	Automatic	2.4	195,379	114,222	5,451	Low
X5	2,012	Europe	Red	Diesel	Manual	4.2	127,208	99,463	6,245	Low
X5	2,015	South America	Silver	Electric	Automatic	4	162,870	37,059	696	Low
X5	2,013	North America	Blue	Electric	Manual	2.4	108,102	99,525	2,965	Low
X6	2,020	Africa	Silver	Hybrid	Manual	1.8	175,714	76,426	3,599	Low
3 Series	2,014	North America	Grey	Electric	Automatic	1.5	45,894	111,135	2,249	Low
X6	2,020	South America	Red	Diesel	Manual	3.6	139,054	116,386	6,148	Low
X3	2,014	Europe	Blue	Electric	Automatic	2.2	27,608	91,051	2,928	Low
i8	2,016	Asia	White	Hybrid	Automatic	1.5	59,487	88,216	1,420	Low
X3	2,020	Middle East	Blue	Diesel	Manual	2.8	119,934	103,019	6,976	Low
M5	2,014	Africa	Silver	Electric	Manual	4.9	62,363	71,340	9,444	High

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