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
X6	2,024	South America	Black	Electric	Manual	1.8	56,685	34,599	4,338	Low
X3	2,024	South America	Red	Diesel	Automatic	3.7	67,077	42,446	1,339	Low
i3	2,010	Africa	Red	Hybrid	Automatic	1.5	41,458	43,556	2,022	Low
X3	2,012	Middle East	Red	Diesel	Automatic	4.3	30,047	115,290	7,750	High
X5	2,014	Africa	White	Petrol	Manual	1.7	126,152	47,891	9,502	High
X5	2,015	Middle East	Silver	Petrol	Manual	3.3	97,017	106,463	9,625	High
X1	2,023	Asia	White	Electric	Manual	4.1	43,128	75,078	1,016	Low
X5	2,010	South America	Red	Diesel	Manual	2.3	38,447	57,580	4,152	Low
X3	2,023	North America	Blue	Hybrid	Automatic	1.9	154,969	74,629	6,939	Low
7 Series	2,023	Asia	Red	Hybrid	Manual	2.1	163,845	96,349	5,183	Low
7 Series	2,018	Middle East	Black	Electric	Automatic	4.5	12,324	81,961	6,747	Low
7 Series	2,023	Europe	Silver	Electric	Manual	4	163,306	78,108	1,151	Low
X5	2,012	South America	White	Diesel	Automatic	2.2	37,089	32,061	7,479	High
X6	2,019	Asia	White	Hybrid	Manual	4	6,514	41,229	3,410	Low
i3	2,022	North America	Black	Hybrid	Automatic	4	53,396	36,295	1,929	Low
5 Series	2,012	South America	Black	Electric	Manual	5	197,865	67,812	9,467	High
M5	2,020	Europe	Black	Hybrid	Manual	2.9	168,794	95,341	7,842	High
i3	2,011	South America	Silver	Hybrid	Manual	4.5	120,445	85,020	6,073	Low
X5	2,017	Europe	White	Electric	Automatic	3.1	163,379	59,230	4,157	Low
M5	2,024	Europe	Grey	Hybrid	Automatic	4.6	169,938	93,825	5,325	Low
7 Series	2,022	Asia	White	Hybrid	Manual	1.8	16,474	35,937	7,848	High
X1	2,012	North America	Silver	Electric	Automatic	2.1	129,090	105,130	5,801	Low
3 Series	2,015	North America	Red	Hybrid	Automatic	4.5	100,385	82,286	320	Low
M3	2,011	South America	White	Electric	Manual	4.4	88,242	106,184	6,490	Low
7 Series	2,016	South America	Grey	Hybrid	Manual	2.6	53,396	86,925	615	Low
i8	2,022	Middle East	Grey	Petrol	Manual	3.6	45,695	56,953	8,053	High
M3	2,013	Africa	White	Hybrid	Manual	2.8	104,906	72,465	1,207	Low
X1	2,018	Middle East	Silver	Diesel	Manual	1.5	92,058	56,328	7,761	High
X5	2,023	Europe	Grey	Electric	Manual	1.6	125,339	49,820	151	Low
X5	2,019	Europe	White	Diesel	Automatic	1.7	75,779	116,880	5,820	Low
i8	2,018	Asia	White	Electric	Manual	3.6	7,019	32,404	2,210	Low
M5	2,016	Europe	Black	Hybrid	Manual	2.5	192,815	84,612	7,317	High
7 Series	2,024	Europe	Grey	Hybrid	Automatic	2	6,105	109,674	550	Low
M3	2,021	Asia	Blue	Hybrid	Automatic	4.8	31,683	78,799	1,726	Low
7 Series	2,017	Middle East	Red	Diesel	Manual	1.9	39,140	116,416	3,228	Low
7 Series	2,012	Africa	Blue	Diesel	Manual	3.9	71,728	81,576	608	Low
5 Series	2,020	Europe	Blue	Petrol	Automatic	4.6	108,223	33,051	3,224	Low
3 Series	2,014	Africa	Black	Hybrid	Automatic	2.1	110,262	77,715	5,192	Low
3 Series	2,011	Africa	White	Petrol	Manual	2.3	163,946	108,964	8,194	High
7 Series	2,019	South America	Black	Electric	Automatic	3.5	86,211	50,016	9,851	High
X3	2,016	North America	Red	Petrol	Manual	3.3	19,350	48,414	6,325	Low
i3	2,022	North America	Grey	Hybrid	Automatic	3.3	175,287	107,227	1,665	Low
X6	2,017	Asia	Red	Diesel	Automatic	3.4	98,663	97,566	481	Low
i8	2,018	Africa	White	Electric	Automatic	4.8	107,639	104,424	3,038	Low
X5	2,020	Europe	Silver	Diesel	Automatic	1.7	60,444	30,525	7,656	High
X1	2,020	Europe	Blue	Electric	Manual	4.2	126,470	53,450	3,751	Low
5 Series	2,016	Asia	White	Hybrid	Manual	2.3	84,369	49,974	7,396	High
5 Series	2,019	Middle East	Silver	Petrol	Automatic	2.8	114,113	37,223	3,406	Low
7 Series	2,024	Asia	Blue	Petrol	Automatic	1.8	17,179	30,374	9,011	High
7 Series	2,019	South America	Blue	Hybrid	Manual	3.1	194,216	88,590	4,287	Low
7 Series	2,022	Middle East	Grey	Petrol	Automatic	4.3	161,598	45,534	1,490	Low
M3	2,017	Asia	Grey	Petrol	Manual	1.8	102,940	44,958	743	Low
X3	2,021	South America	White	Diesel	Automatic	2.5	26,384	102,789	9,744	High
M5	2,018	South America	White	Electric	Manual	2.8	50,175	46,311	5,285	Low
X5	2,015	Asia	Red	Petrol	Manual	1.9	56,926	95,551	9,618	High
M5	2,021	Africa	Silver	Hybrid	Automatic	4.2	192,912	105,511	6,213	Low
i8	2,021	South America	Red	Electric	Manual	4.3	113,822	83,912	6,197	Low
X1	2,019	Middle East	Silver	Petrol	Automatic	4.4	174,934	41,229	2,659	Low
i3	2,011	Middle East	Black	Diesel	Automatic	3.5	154,505	54,945	1,144	Low
i3	2,011	Middle East	Black	Hybrid	Automatic	3.3	142,789	47,580	7,627	High
X3	2,013	Africa	Black	Diesel	Automatic	2.4	121,701	112,609	4,633	Low
M5	2,024	Africa	Blue	Diesel	Automatic	3.8	63,898	64,002	7,449	High
i8	2,018	Africa	Black	Diesel	Automatic	3.1	76,618	93,608	9,396	High
M5	2,016	Middle East	Blue	Diesel	Manual	4.9	67,885	115,636	1,896	Low
7 Series	2,011	Africa	Grey	Petrol	Manual	4.9	21,060	88,399	4,723	Low
i8	2,017	North America	Blue	Petrol	Automatic	4.7	91,807	104,524	7,088	High
i3	2,020	North America	Grey	Diesel	Automatic	2.8	43,076	98,965	4,566	Low
5 Series	2,016	Asia	Silver	Electric	Manual	2.8	63,421	67,654	2,068	Low
X1	2,018	Africa	Red	Electric	Automatic	4.5	37,589	75,963	5,269	Low
i3	2,017	North America	Blue	Electric	Automatic	4.1	10,688	78,827	3,411	Low
X3	2,012	Middle East	Red	Hybrid	Manual	4	150,397	110,046	2,251	Low
M3	2,010	South America	Blue	Diesel	Manual	2.5	163,219	77,525	8,855	High
5 Series	2,011	Middle East	Red	Petrol	Manual	4.4	116,274	100,339	3,170	Low
X6	2,024	Europe	Red	Diesel	Manual	3.5	196,942	110,338	7,152	High
X6	2,023	Asia	Red	Hybrid	Manual	3.1	121,085	49,988	5,529	Low
M5	2,022	Europe	Grey	Petrol	Manual	4.5	159,050	111,925	5,199	Low
X3	2,011	Africa	Grey	Electric	Manual	2.9	162,335	60,038	8,657	High
7 Series	2,013	Europe	White	Electric	Automatic	3.8	127,930	33,686	2,410	Low
M3	2,015	Middle East	White	Electric	Manual	3.1	28,598	115,318	5,630	Low
5 Series	2,013	Europe	White	Diesel	Manual	3.6	41,104	119,635	7,584	High
i3	2,018	North America	Red	Petrol	Manual	1.6	9,889	78,358	1,474	Low
X5	2,013	South America	Grey	Petrol	Manual	3.1	150,459	63,550	7,897	High
X1	2,015	Asia	Black	Diesel	Manual	3.4	35,515	98,872	9,301	High
X1	2,015	North America	Blue	Diesel	Automatic	3.2	181,975	111,454	8,207	High
X6	2,019	Asia	White	Diesel	Automatic	4.5	141,505	70,021	8,491	High
i3	2,020	Middle East	Grey	Diesel	Manual	2.6	155,579	99,002	461	Low
7 Series	2,019	Africa	Blue	Diesel	Automatic	4.6	47,194	38,162	3,805	Low
7 Series	2,010	Africa	Blue	Diesel	Manual	2.9	80,767	76,096	1,981	Low
X6	2,017	Middle East	Black	Hybrid	Automatic	3.9	39,250	74,333	9,261	High
i3	2,021	Middle East	Black	Electric	Automatic	1.8	34,979	118,402	2,107	Low
3 Series	2,012	Europe	Grey	Petrol	Manual	2.2	76,252	117,783	2,582	Low
X6	2,024	Asia	White	Electric	Automatic	4.2	137,738	56,397	6,037	Low
X6	2,022	Asia	Blue	Hybrid	Manual	1.5	30,387	100,283	7,077	High
M5	2,015	Africa	Red	Diesel	Automatic	4.9	187,516	31,286	4,699	Low
X1	2,012	Middle East	Grey	Hybrid	Automatic	2.2	159,526	88,229	4,080	Low
X1	2,024	Europe	Black	Petrol	Manual	4.7	192,983	69,912	2,945	Low
i8	2,020	Africa	Blue	Petrol	Automatic	3.3	68,442	78,961	4,516	Low
i8	2,011	Africa	Silver	Electric	Manual	3.5	172,095	84,272	8,073	High
X5	2,024	Middle East	Silver	Hybrid	Automatic	1.8	97,562	51,296	8,521	High
M3	2,014	Europe	Grey	Petrol	Manual	2.8	143,271	44,678	2,493	Low

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