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
3 Series	2,021	Asia	Black	Hybrid	Manual	1.9	123,778	98,910	5,695	Low
X6	2,020	South America	Red	Petrol	Automatic	4.9	39,697	76,880	7,068	High
i8	2,017	South America	Grey	Electric	Automatic	2.4	100,477	72,475	5,366	Low
X6	2,017	Africa	Grey	Petrol	Manual	2.5	149,131	58,492	5,916	Low
5 Series	2,018	South America	Black	Petrol	Automatic	3.8	35,878	101,728	2,421	Low
i3	2,015	South America	Blue	Diesel	Manual	4.2	101,297	80,867	2,050	Low
M3	2,021	Middle East	Red	Electric	Manual	4.9	135,869	55,148	1,574	Low
i8	2,015	Europe	Blue	Petrol	Manual	4.9	21,933	80,912	8,877	High
7 Series	2,011	Africa	Grey	Electric	Manual	4.7	182,365	76,769	6,103	Low
5 Series	2,012	Europe	Red	Hybrid	Automatic	3	23,092	101,481	3,852	Low
X1	2,013	Asia	Red	Hybrid	Automatic	2.1	50,539	73,740	4,579	Low
M3	2,013	South America	White	Petrol	Automatic	3.5	177,118	66,041	4,229	Low
i8	2,017	Europe	Grey	Petrol	Automatic	1.6	92,112	56,287	954	Low
5 Series	2,023	Africa	Red	Electric	Automatic	2.2	192,731	87,548	5,995	Low
3 Series	2,010	North America	Red	Diesel	Manual	1.5	127,720	59,737	6,996	Low
X3	2,019	Asia	Black	Petrol	Manual	2.1	93,444	41,121	8,312	High
M5	2,023	Middle East	White	Diesel	Automatic	3.2	168,335	37,859	5,528	Low
X5	2,013	North America	Grey	Petrol	Automatic	2.9	148,569	47,387	8,717	High
M3	2,020	South America	Silver	Electric	Automatic	2.8	132,243	76,610	8,573	High
X3	2,021	Asia	White	Petrol	Manual	4.4	135,299	110,037	9,798	High
M3	2,022	Middle East	Blue	Hybrid	Automatic	3.9	110,687	48,375	8,632	High
i3	2,020	Europe	Blue	Diesel	Manual	4.8	33,666	60,397	7,908	High
M5	2,020	North America	Red	Hybrid	Manual	3.1	161,468	101,033	6,754	Low
M5	2,013	North America	Grey	Hybrid	Manual	2.5	176,756	37,889	1,769	Low
X6	2,010	South America	Black	Electric	Automatic	1.9	18,802	45,457	728	Low
X3	2,012	Africa	Black	Electric	Automatic	3.9	118,577	80,159	5,853	Low
M3	2,014	Africa	Silver	Hybrid	Manual	4.4	118,199	50,029	3,487	Low
5 Series	2,015	Europe	Red	Petrol	Automatic	2.1	372	48,611	3,935	Low
i8	2,018	Africa	Blue	Hybrid	Manual	4.6	158,939	114,475	1,123	Low
3 Series	2,018	Asia	White	Hybrid	Manual	3.3	66,756	80,616	4,886	Low
i8	2,018	Africa	Blue	Hybrid	Automatic	2	83,469	40,478	8,175	High
7 Series	2,020	Middle East	Grey	Diesel	Manual	3.8	95,945	83,819	3,964	Low
7 Series	2,010	Asia	Red	Electric	Automatic	3.3	35,627	48,706	1,344	Low
X3	2,021	Africa	White	Diesel	Manual	1.6	186,853	115,537	1,394	Low
7 Series	2,018	Asia	White	Hybrid	Manual	2.9	154,286	67,169	7,346	High
X5	2,022	South America	Black	Hybrid	Manual	4.2	81,147	107,626	1,757	Low
X5	2,017	South America	Black	Petrol	Automatic	3.4	76,989	40,710	4,424	Low
7 Series	2,011	North America	Black	Petrol	Automatic	2.5	46,722	118,438	4,056	Low
X6	2,022	Middle East	Silver	Electric	Automatic	4.8	113,181	110,548	7,579	High
X6	2,020	Europe	White	Electric	Automatic	2.3	184,695	69,367	184	Low
M5	2,010	North America	White	Hybrid	Automatic	2.4	194,147	113,622	5,625	Low
3 Series	2,010	South America	Red	Hybrid	Manual	2.7	75,749	114,538	4,965	Low
3 Series	2,021	Europe	Black	Hybrid	Manual	4.6	37,433	31,514	5,036	Low
3 Series	2,015	Europe	Red	Electric	Automatic	3.3	166,110	74,246	3,662	Low
5 Series	2,018	Europe	Blue	Petrol	Automatic	3.9	137,898	64,648	2,363	Low
i8	2,016	Africa	Blue	Hybrid	Manual	4.9	195,350	45,676	7,757	High
X1	2,014	Middle East	Black	Hybrid	Manual	4.2	82,157	50,576	494	Low
X6	2,020	South America	Red	Hybrid	Automatic	2.1	119,001	52,629	1,980	Low
X1	2,011	Middle East	Silver	Electric	Manual	4.3	178,239	53,194	4,020	Low
M3	2,010	Europe	White	Hybrid	Manual	4.1	47,290	53,303	1,947	Low
5 Series	2,011	South America	White	Electric	Automatic	2.3	192,049	65,391	4,094	Low
M3	2,010	Africa	White	Hybrid	Automatic	2.6	103,567	84,166	7,083	High
3 Series	2,012	North America	Red	Electric	Manual	4	95,568	114,519	1,257	Low
i3	2,015	Africa	Black	Hybrid	Automatic	2.3	29,840	72,137	6,761	Low
X6	2,022	South America	Grey	Electric	Automatic	2.2	155,216	30,702	1,336	Low
7 Series	2,017	Europe	Black	Diesel	Manual	4	147,283	45,474	4,450	Low
M5	2,012	South America	Silver	Hybrid	Automatic	4.6	46,198	85,750	1,113	Low
X1	2,019	North America	Black	Hybrid	Automatic	1.8	144,803	38,434	6,522	Low
X3	2,018	Europe	White	Diesel	Manual	3.1	134,422	62,947	6,513	Low
X6	2,019	South America	Black	Electric	Manual	3.6	41,307	51,633	1,080	Low
i3	2,014	Middle East	Silver	Electric	Automatic	3.9	183,769	70,617	3,941	Low
X1	2,016	Asia	Blue	Electric	Manual	5	45,162	62,384	9,375	High
X1	2,017	Europe	Red	Electric	Manual	3.9	20,465	109,056	2,940	Low
5 Series	2,012	Europe	Red	Electric	Manual	3.7	18,994	70,636	1,179	Low
3 Series	2,011	Asia	Blue	Petrol	Automatic	5	18,763	50,484	3,151	Low
M5	2,011	Africa	Red	Hybrid	Manual	1.7	97,616	37,382	3,492	Low
i3	2,014	Middle East	Grey	Electric	Automatic	1.8	149,416	61,321	6,052	Low
X1	2,024	Africa	White	Petrol	Manual	3.5	39,387	110,932	9,975	High
5 Series	2,010	Europe	White	Petrol	Manual	2.8	181,642	56,436	6,129	Low
X6	2,024	Asia	White	Diesel	Manual	1.8	170,981	50,659	4,891	Low
X1	2,011	Africa	White	Diesel	Manual	2.6	906	32,277	1,235	Low
7 Series	2,022	Europe	Red	Electric	Manual	3.9	34,766	49,080	2,701	Low
3 Series	2,018	South America	Silver	Diesel	Manual	4.6	70,041	79,677	8,622	High
i3	2,016	Asia	White	Petrol	Automatic	1.8	40,906	97,679	674	Low
7 Series	2,024	Asia	White	Petrol	Manual	3.4	169,859	40,674	568	Low
X3	2,024	North America	White	Electric	Automatic	2.5	189,129	100,633	9,490	High
X1	2,015	Asia	Grey	Electric	Manual	3.8	165,372	87,327	4,575	Low
7 Series	2,018	Europe	Silver	Electric	Manual	3.4	45,500	85,228	9,136	High
i8	2,016	South America	Grey	Diesel	Automatic	4.7	193,767	65,907	5,054	Low
7 Series	2,023	North America	Blue	Petrol	Automatic	1.6	102,432	111,346	954	Low
X5	2,020	Middle East	Black	Hybrid	Manual	3.1	21,114	31,003	5,788	Low
5 Series	2,014	Asia	Black	Diesel	Manual	2.2	120,246	117,593	6,447	Low
M5	2,024	South America	White	Petrol	Manual	3.4	85,699	81,108	385	Low
5 Series	2,018	Asia	Black	Electric	Automatic	4.5	7,175	53,510	7,471	High
7 Series	2,015	Africa	White	Petrol	Manual	4.7	73,848	114,934	5,801	Low
i3	2,015	South America	Silver	Diesel	Manual	2.9	108,731	45,745	8,956	High
i8	2,020	Middle East	Black	Electric	Automatic	4.3	29,357	71,347	3,068	Low
7 Series	2,013	Asia	Blue	Petrol	Manual	2.5	79,425	30,457	2,866	Low
M3	2,022	Europe	Silver	Hybrid	Automatic	1.5	161,814	65,251	6,241	Low
X6	2,021	Asia	Red	Diesel	Manual	4.5	175,905	100,351	8,623	High
5 Series	2,010	Europe	Blue	Diesel	Automatic	1.9	94,399	56,252	2,734	Low
M5	2,014	North America	Black	Hybrid	Manual	1.6	145,215	83,394	9,321	High
M5	2,020	Africa	Silver	Electric	Automatic	2.7	107,931	49,858	4,047	Low
7 Series	2,018	South America	Silver	Diesel	Automatic	2.8	16,004	73,051	3,832	Low
X1	2,022	Asia	Blue	Electric	Automatic	1.8	2,466	67,529	5,674	Low
3 Series	2,017	South America	Silver	Petrol	Manual	4.3	139,400	113,687	1,253	Low
3 Series	2,017	Africa	White	Electric	Manual	2.9	194,293	44,740	2,602	Low
M3	2,014	Asia	Silver	Electric	Manual	3.2	90,661	38,174	7,002	High
7 Series	2,021	South America	Black	Diesel	Manual	2.4	145,133	108,759	775	Low
5 Series	2,018	Europe	Black	Petrol	Manual	3.3	157,352	76,350	8,983	High

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