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
i3	2,015	South America	Black	Electric	Automatic	1.7	86,604	107,489	1,566	Low
X1	2,022	Asia	Black	Hybrid	Manual	2.1	121,432	118,657	3,614	Low
i3	2,024	Middle East	Blue	Petrol	Manual	2.9	31,265	77,232	9,202	High
X6	2,019	South America	Silver	Electric	Manual	2.7	9,001	100,467	8,425	High
i3	2,011	Europe	Silver	Electric	Automatic	2.7	149,311	43,541	3,728	Low
X6	2,021	South America	White	Diesel	Manual	1.9	36,587	112,829	8,185	High
7 Series	2,013	Africa	Blue	Diesel	Manual	2.8	147,448	88,689	6,247	Low
M5	2,015	South America	Silver	Hybrid	Automatic	4.3	5,679	95,256	3,650	Low
X1	2,014	Africa	Silver	Electric	Automatic	2.9	140,304	44,981	3,008	Low
X6	2,010	Asia	Grey	Electric	Manual	3.6	77,460	113,935	378	Low
X6	2,024	Middle East	Black	Hybrid	Manual	2.1	134,414	43,529	485	Low
M5	2,015	Asia	Black	Hybrid	Manual	1.7	66,073	58,484	4,840	Low
5 Series	2,010	Asia	Silver	Diesel	Automatic	4.6	104,546	67,218	5,145	Low
i8	2,012	Middle East	Red	Petrol	Automatic	2.7	97,113	118,370	4,245	Low
7 Series	2,019	North America	Blue	Hybrid	Automatic	2.7	173,195	118,244	7,245	High
3 Series	2,014	Africa	Black	Hybrid	Manual	4.6	164,347	113,238	1,491	Low
3 Series	2,023	Europe	Grey	Diesel	Automatic	4	124,949	81,072	8,146	High
X6	2,019	Africa	Red	Diesel	Manual	4.1	100,297	87,339	5,811	Low
5 Series	2,022	Asia	Red	Petrol	Manual	3.9	59,619	31,237	1,004	Low
7 Series	2,014	Africa	Blue	Hybrid	Automatic	1.9	182,113	106,108	2,015	Low
X5	2,022	North America	Silver	Electric	Manual	4.9	171,220	55,919	7,424	High
7 Series	2,019	Africa	Red	Diesel	Automatic	4.7	154,976	109,212	1,535	Low
i3	2,015	North America	Blue	Hybrid	Manual	2.3	172,972	98,806	2,545	Low
X5	2,024	Middle East	Grey	Diesel	Automatic	4.3	49,854	62,795	7,833	High
M5	2,021	Middle East	Blue	Hybrid	Manual	2.9	75,291	104,495	4,765	Low
3 Series	2,019	Africa	Silver	Diesel	Manual	3.9	131,022	90,494	5,924	Low
X5	2,017	South America	Black	Diesel	Manual	2.1	13,917	70,447	1,225	Low
X1	2,014	Europe	White	Diesel	Automatic	3.4	175,064	36,859	3,930	Low
i3	2,023	Middle East	Black	Petrol	Manual	1.9	30,652	103,590	9,736	High
X6	2,024	Africa	Blue	Diesel	Manual	3.4	121,713	99,228	5,657	Low
M5	2,020	Africa	Black	Electric	Automatic	2.4	13,775	44,885	7,607	High
3 Series	2,010	North America	Grey	Diesel	Automatic	3.1	197,897	118,215	2,128	Low
X5	2,014	Asia	White	Electric	Manual	3.8	144,152	63,987	6,260	Low
5 Series	2,012	Europe	White	Hybrid	Automatic	4.6	34,699	51,813	8,307	High
X1	2,013	Middle East	Grey	Diesel	Manual	2.1	149,991	80,335	4,129	Low
X6	2,024	Asia	Grey	Petrol	Automatic	4.6	181,320	103,580	2,318	Low
X1	2,024	Africa	Red	Electric	Manual	2.9	74,963	87,221	4,013	Low
3 Series	2,022	North America	Black	Diesel	Automatic	4.5	95,013	112,367	9,489	High
M5	2,017	Africa	Black	Hybrid	Automatic	3.3	101,969	32,689	8,360	High
M3	2,016	Asia	Red	Petrol	Manual	4.5	23,260	48,660	7,895	High
X6	2,020	North America	Red	Hybrid	Automatic	3.8	29,860	65,772	8,300	High
X1	2,014	Middle East	Red	Diesel	Automatic	3.3	143,802	64,133	781	Low
7 Series	2,011	North America	Silver	Hybrid	Manual	2.6	132,976	108,191	7,577	High
M5	2,015	North America	Blue	Diesel	Manual	4.9	395	74,742	1,836	Low
3 Series	2,020	North America	Blue	Diesel	Manual	4.3	179,108	110,161	9,529	High
X1	2,015	Asia	Grey	Electric	Automatic	2.8	110,175	38,540	5,257	Low
i8	2,019	Asia	White	Diesel	Manual	2.1	27,147	55,061	914	Low
i3	2,019	Africa	Black	Hybrid	Manual	4.2	2,982	76,524	5,912	Low
7 Series	2,023	Asia	Red	Petrol	Manual	5	109,771	107,908	4,653	Low
7 Series	2,020	Asia	Grey	Electric	Manual	2.5	175,072	78,253	9,966	High
M3	2,015	Africa	Black	Electric	Manual	4.7	165,175	58,858	1,008	Low
X6	2,023	South America	Red	Petrol	Manual	1.9	95,738	59,813	3,855	Low
5 Series	2,018	North America	Silver	Petrol	Automatic	4.8	194,666	53,751	306	Low
7 Series	2,020	Asia	Red	Diesel	Automatic	4.1	188,319	52,902	6,965	Low
7 Series	2,017	Europe	Red	Hybrid	Automatic	2.7	119,703	35,882	9,667	High
X5	2,017	Middle East	Grey	Diesel	Automatic	2.6	60,062	69,061	9,707	High
X5	2,010	Asia	Blue	Petrol	Automatic	3.8	74,941	54,230	1,347	Low
X1	2,014	Asia	Blue	Diesel	Manual	3.6	109,550	72,062	9,730	High
5 Series	2,016	Middle East	Silver	Electric	Automatic	4.7	87,513	119,576	2,198	Low
M3	2,015	Asia	Blue	Petrol	Manual	4.2	134,657	95,464	677	Low
X3	2,014	Africa	Red	Hybrid	Automatic	3.4	119,859	69,631	6,427	Low
X5	2,017	North America	Blue	Diesel	Automatic	4.7	195,152	40,521	2,398	Low
M5	2,012	Africa	Red	Electric	Manual	3.6	37,504	45,217	9,671	High
X1	2,015	Asia	Blue	Diesel	Manual	4.5	64,307	88,635	601	Low
i3	2,024	Asia	Grey	Petrol	Automatic	4.4	17,758	89,366	5,580	Low
X5	2,014	Asia	Grey	Electric	Manual	4.7	188,795	31,030	3,841	Low
5 Series	2,017	Asia	Grey	Diesel	Manual	1.7	122,972	60,269	250	Low
i3	2,013	South America	Red	Diesel	Automatic	3.5	25,068	60,716	9,450	High
3 Series	2,017	North America	Blue	Electric	Manual	3.1	103,267	65,177	2,570	Low
X6	2,019	Europe	Blue	Electric	Manual	3.2	176,135	42,799	5,662	Low
5 Series	2,023	Europe	White	Diesel	Automatic	3.1	61,795	109,372	4,569	Low
3 Series	2,024	Europe	Red	Petrol	Manual	4.4	99,246	68,334	1,531	Low
3 Series	2,011	Africa	White	Electric	Automatic	2.6	49,812	41,202	6,513	Low
7 Series	2,018	Middle East	Blue	Diesel	Automatic	3.1	162,122	72,498	8,459	High
X1	2,022	Middle East	White	Hybrid	Automatic	2.2	189,835	71,763	9,956	High
5 Series	2,018	Asia	Grey	Diesel	Automatic	2.4	146,649	76,907	2,445	Low
i8	2,024	South America	Silver	Diesel	Manual	3.8	95,578	108,868	2,359	Low
X5	2,023	Africa	Grey	Diesel	Automatic	1.9	180,001	103,970	9,554	High
i8	2,019	North America	Grey	Electric	Manual	2.2	42,697	56,962	8,983	High
M3	2,019	Europe	White	Petrol	Automatic	3.3	24,058	47,483	8,903	High
X5	2,022	Africa	Black	Hybrid	Manual	1.7	9,977	68,721	7,535	High
i8	2,015	South America	Silver	Electric	Automatic	1.9	188,360	52,327	8,131	High
X3	2,013	North America	Red	Electric	Automatic	4.5	111,974	118,248	4,190	Low
M5	2,013	Africa	Blue	Electric	Manual	4.5	11,979	45,571	7,233	High
M3	2,022	Middle East	Blue	Electric	Manual	2.7	22,608	50,636	643	Low
i3	2,015	South America	Grey	Electric	Automatic	2.7	155,432	83,595	3,436	Low
M5	2,014	North America	Blue	Hybrid	Automatic	4.8	52,727	99,545	9,388	High
X1	2,015	Europe	Silver	Diesel	Manual	1.6	112,098	102,611	3,815	Low
5 Series	2,016	Asia	Red	Diesel	Automatic	3.5	92,636	69,202	2,956	Low
X3	2,016	North America	Black	Petrol	Manual	3.6	74,030	102,221	4,669	Low
5 Series	2,018	Europe	Black	Hybrid	Manual	4.3	43,790	77,183	8,571	High
7 Series	2,017	Africa	White	Hybrid	Manual	4.8	65,374	103,130	8,290	High
M3	2,022	Middle East	Black	Electric	Manual	2.7	52,427	71,394	9,329	High
X3	2,015	Asia	White	Petrol	Automatic	3	35,887	91,255	3,155	Low
3 Series	2,021	Europe	Grey	Hybrid	Automatic	3.8	25,039	69,848	1,492	Low
X1	2,015	Africa	Grey	Hybrid	Manual	4.9	81,574	69,502	625	Low
X3	2,024	North America	Black	Petrol	Manual	4.6	89,093	37,333	2,345	Low
5 Series	2,023	South America	Silver	Hybrid	Automatic	3.8	42,327	113,100	4,973	Low
M3	2,014	Asia	White	Diesel	Automatic	4.5	129,207	37,975	3,177	Low
X6	2,010	Asia	Blue	Electric	Automatic	1.8	70,507	36,541	4,463	Low

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