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	2,020	North America	Silver	Hybrid	Manual	4	147,263	94,246	9,577	High
M5	2,021	Europe	Grey	Hybrid	Automatic	2.7	39,352	116,712	4,065	Low
X3	2,016	Africa	Black	Electric	Manual	4.5	95,068	30,344	4,122	Low
5 Series	2,010	Middle East	Red	Petrol	Automatic	3.6	194,507	109,610	215	Low
X5	2,018	South America	Black	Electric	Automatic	2.9	1,380	118,803	2,471	Low
X3	2,023	South America	Grey	Diesel	Manual	2.6	79,522	49,991	4,679	Low
X1	2,011	Africa	Blue	Electric	Manual	1.9	31,288	54,590	8,725	High
5 Series	2,017	Asia	White	Electric	Automatic	3.7	112,310	78,447	5,865	Low
X3	2,019	Europe	Blue	Petrol	Automatic	2.8	66,820	61,694	6,427	Low
M5	2,013	North America	Red	Diesel	Manual	2.6	188,376	40,077	3,071	Low
3 Series	2,015	Europe	Silver	Diesel	Automatic	4.8	137,755	38,898	5,710	Low
X3	2,018	Middle East	White	Diesel	Automatic	2.5	39,439	35,592	3,757	Low
7 Series	2,016	Africa	Red	Electric	Automatic	4.6	138,502	67,539	4,845	Low
i8	2,024	South America	Blue	Diesel	Automatic	4.9	112,548	36,258	3,809	Low
3 Series	2,017	North America	Grey	Hybrid	Automatic	4.4	41,616	74,678	9,087	High
X6	2,024	South America	Grey	Electric	Manual	1.6	13,054	94,072	8,893	High
3 Series	2,016	Europe	Blue	Hybrid	Manual	4.5	112,746	99,999	8,354	High
5 Series	2,011	Africa	Grey	Petrol	Automatic	2.2	197,877	75,904	1,825	Low
M3	2,018	South America	Silver	Electric	Automatic	2.7	116,977	56,587	4,023	Low
X1	2,024	North America	Grey	Electric	Manual	5	178,586	38,180	4,856	Low
X6	2,010	Africa	Grey	Petrol	Manual	2.9	154,516	36,473	4,204	Low
X3	2,023	Africa	Blue	Diesel	Manual	3.8	166,969	37,426	6,678	Low
i8	2,011	North America	Grey	Hybrid	Manual	2.6	31,024	115,994	5,935	Low
7 Series	2,012	South America	Red	Hybrid	Automatic	2.8	168,551	55,782	2,661	Low
i3	2,012	Middle East	White	Diesel	Manual	3.6	86,867	117,498	6,823	Low
X1	2,023	South America	White	Diesel	Manual	4.8	11,497	94,216	438	Low
X3	2,019	Africa	White	Diesel	Automatic	2.5	115,647	69,495	3,307	Low
3 Series	2,013	Africa	Red	Hybrid	Automatic	2.4	177,183	68,156	1,021	Low
X1	2,014	North America	Black	Diesel	Manual	1.6	19,965	39,301	2,889	Low
X5	2,015	South America	Blue	Hybrid	Automatic	2.2	97,900	38,196	851	Low
i3	2,010	Middle East	Grey	Electric	Manual	2.4	99,380	60,048	669	Low
X1	2,023	Asia	Red	Diesel	Automatic	1.7	103,461	93,977	839	Low
3 Series	2,022	Asia	Silver	Diesel	Automatic	3.5	121,621	48,977	9,695	High
i8	2,017	South America	Silver	Diesel	Manual	1.9	126,350	50,213	1,747	Low
7 Series	2,015	Europe	Silver	Diesel	Manual	3.3	126,691	72,948	5,653	Low
5 Series	2,019	Africa	Black	Petrol	Automatic	2.2	189,233	92,431	3,148	Low
M3	2,018	South America	Grey	Petrol	Automatic	4.8	157,147	32,636	7,645	High
X6	2,014	Asia	Black	Electric	Automatic	2.6	127,295	74,256	5,291	Low
M5	2,016	Africa	Grey	Hybrid	Manual	1.8	15,328	45,493	5,778	Low
3 Series	2,020	Europe	Red	Diesel	Manual	4.4	172,437	94,508	9,881	High
M5	2,013	Asia	Grey	Petrol	Manual	2.9	191,323	83,377	9,717	High
X5	2,015	Asia	Silver	Electric	Manual	4.4	137,295	83,390	7,573	High
3 Series	2,015	Africa	Red	Petrol	Manual	2.6	110,257	100,888	1,001	Low
X5	2,022	Middle East	Grey	Diesel	Automatic	3.3	10,546	86,674	2,639	Low
M5	2,013	Middle East	White	Diesel	Automatic	3.1	141,242	82,978	7,929	High
X3	2,015	Asia	Black	Electric	Automatic	3.5	163,682	56,306	6,705	Low
3 Series	2,017	North America	Red	Petrol	Manual	2.9	46,810	35,413	5,517	Low
X6	2,020	South America	Grey	Petrol	Automatic	3.2	81,286	59,412	1,590	Low
X6	2,014	Europe	Black	Diesel	Manual	3.9	189,607	34,617	7,307	High
i8	2,011	North America	Red	Petrol	Manual	3	72,362	86,887	6,904	Low
M3	2,018	South America	White	Petrol	Automatic	3.9	198,460	34,193	5,621	Low
5 Series	2,020	Europe	White	Hybrid	Manual	4	14,497	98,921	4,471	Low
5 Series	2,013	Middle East	Blue	Diesel	Manual	4.1	122,470	94,777	507	Low
3 Series	2,013	Africa	Grey	Petrol	Automatic	3.1	51,351	40,879	4,675	Low
M5	2,020	South America	White	Petrol	Manual	1.5	148,697	31,365	7,055	High
M3	2,016	South America	Red	Petrol	Manual	4.1	131,797	67,490	1,842	Low
M5	2,019	Middle East	White	Diesel	Manual	4.7	49,347	104,977	6,543	Low
X6	2,023	Europe	Silver	Petrol	Manual	3.8	194,021	56,024	7,088	High
X6	2,019	Asia	Red	Electric	Automatic	3.3	142,419	119,997	4,575	Low
M3	2,015	Asia	Blue	Diesel	Manual	3.5	164,068	90,376	346	Low
X5	2,023	North America	Red	Diesel	Manual	3.7	155,906	119,046	4,561	Low
5 Series	2,013	Middle East	Blue	Electric	Automatic	5	117,692	31,896	8,412	High
M5	2,015	Africa	White	Electric	Manual	1.7	23,267	63,185	5,026	Low
i3	2,012	Middle East	Black	Electric	Automatic	1.6	90,226	83,602	5,151	Low
5 Series	2,016	North America	Black	Hybrid	Manual	4.9	26,371	64,105	7,063	High
i8	2,015	North America	Grey	Diesel	Manual	3	147,397	52,551	7,453	High
M5	2,012	Europe	Silver	Diesel	Manual	3.6	80,817	59,652	768	Low
X5	2,010	North America	Blue	Hybrid	Manual	4.1	25,547	44,416	255	Low
M5	2,021	South America	Silver	Petrol	Automatic	4.1	192,889	107,659	8,025	High
7 Series	2,019	Europe	Black	Diesel	Automatic	3.8	69,207	103,952	5,942	Low
X5	2,014	Africa	Silver	Petrol	Automatic	3.2	24,274	112,630	732	Low
i8	2,019	Middle East	Black	Electric	Manual	3.5	7,747	45,245	2,360	Low
5 Series	2,011	South America	Grey	Hybrid	Automatic	4.1	138,435	58,170	1,397	Low
3 Series	2,016	North America	Silver	Petrol	Automatic	4.5	109,395	34,506	9,221	High
7 Series	2,022	Asia	White	Electric	Automatic	1.9	188,855	119,909	5,394	Low
7 Series	2,016	Europe	Red	Diesel	Automatic	2.5	88,130	62,857	8,549	High
X5	2,013	South America	Blue	Diesel	Manual	2.9	91,739	41,700	8,516	High
i3	2,015	Europe	White	Diesel	Automatic	3.8	144,437	86,033	6,199	Low
X6	2,010	North America	Grey	Electric	Manual	2.9	152,988	115,923	1,763	Low
M3	2,011	North America	White	Hybrid	Automatic	2.3	171,345	59,585	5,293	Low
M5	2,024	Europe	White	Electric	Manual	1.6	166,846	45,346	7,780	High
M5	2,015	Europe	White	Electric	Automatic	4.4	187,595	100,747	311	Low
M5	2,011	Africa	Blue	Petrol	Automatic	3	188,280	52,537	3,280	Low
X3	2,021	North America	Grey	Electric	Manual	2.7	162,124	98,338	1,741	Low
X5	2,021	South America	Red	Hybrid	Manual	3.4	67,684	101,529	7,143	High
5 Series	2,020	Europe	Silver	Diesel	Manual	1.9	108,733	111,518	9,492	High
M5	2,013	Asia	White	Diesel	Automatic	2.9	122,400	61,353	5,973	Low
i8	2,013	Asia	Blue	Hybrid	Manual	4.1	91,969	90,948	9,997	High
X6	2,019	Africa	Blue	Diesel	Manual	4.1	49,949	69,778	2,529	Low
X5	2,018	South America	Black	Petrol	Manual	4.2	121,117	46,761	6,568	Low
X5	2,024	Middle East	Red	Diesel	Manual	3.1	163,859	73,424	1,625	Low
M5	2,019	Europe	Red	Hybrid	Manual	2.8	121,305	50,632	3,500	Low
7 Series	2,016	South America	Silver	Electric	Manual	4.4	138,546	117,826	950	Low
i3	2,023	South America	Blue	Petrol	Automatic	2.1	140,129	60,411	2,846	Low
i3	2,016	Africa	Black	Electric	Manual	4	172,853	58,471	3,785	Low
M5	2,021	Europe	Blue	Hybrid	Automatic	4.6	10,864	63,629	8,665	High
3 Series	2,020	Asia	Grey	Diesel	Automatic	2.5	167,127	42,769	1,613	Low
7 Series	2,010	Europe	Black	Electric	Manual	2.2	198,032	66,271	8,020	High
X6	2,020	Europe	White	Hybrid	Automatic	3.3	127,225	116,184	5,369	Low
i8	2,014	South America	Silver	Petrol	Automatic	2.3	17,901	106,467	4,160	Low

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