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	2,010	Europe	Black	Diesel	Manual	3.6	109,045	114,774	303	Low
3 Series	2,023	Middle East	Grey	Hybrid	Manual	3.8	178,838	47,348	5,795	Low
X6	2,018	South America	White	Diesel	Manual	3.7	136,102	118,170	6,361	Low
X3	2,018	Europe	Black	Electric	Automatic	3.5	91,076	107,207	2,488	Low
5 Series	2,018	Middle East	Black	Diesel	Manual	2.5	34,541	67,364	714	Low
X1	2,012	South America	Black	Petrol	Automatic	3.8	66,090	36,574	1,907	Low
M3	2,022	Middle East	Grey	Diesel	Automatic	4	85,927	46,794	6,479	Low
X5	2,024	Africa	Black	Electric	Manual	3.5	166,082	31,336	1,289	Low
X6	2,019	Asia	Red	Petrol	Manual	3.2	23,589	107,232	2,202	Low
3 Series	2,019	Middle East	Red	Diesel	Automatic	2.3	31,491	108,007	4,434	Low
i8	2,019	Africa	White	Hybrid	Automatic	3.4	83,210	34,108	5,605	Low
i8	2,017	Middle East	Grey	Diesel	Automatic	1.9	97,418	68,960	6,363	Low
3 Series	2,012	Europe	Blue	Petrol	Automatic	1.8	23,738	92,626	9,461	High
i3	2,022	South America	Silver	Hybrid	Automatic	4.2	22,959	106,644	7,099	High
5 Series	2,015	South America	Silver	Petrol	Manual	3.9	116,114	88,788	9,249	High
M3	2,014	Africa	Silver	Electric	Automatic	3.8	178,947	97,237	2,910	Low
M3	2,017	Asia	Blue	Petrol	Automatic	4.7	192,542	108,756	8,661	High
X5	2,012	Middle East	Blue	Petrol	Automatic	2.8	140,396	77,784	4,769	Low
X5	2,023	North America	Red	Electric	Manual	2.9	77,603	117,194	3,044	Low
5 Series	2,010	Middle East	Black	Diesel	Manual	2.9	172,594	79,194	5,888	Low
M5	2,021	South America	Grey	Petrol	Manual	3.1	27,089	88,773	8,771	High
7 Series	2,018	Middle East	Red	Electric	Automatic	3.3	131,836	84,362	8,042	High
X6	2,019	North America	Blue	Diesel	Manual	4.2	98,353	94,397	8,953	High
7 Series	2,018	South America	Grey	Electric	Automatic	2.3	822	54,371	9,700	High
X5	2,012	Europe	Grey	Electric	Automatic	3	40,160	115,274	7,078	High
M5	2,011	South America	Red	Petrol	Manual	3.3	195,714	67,304	8,529	High
X3	2,013	Africa	Red	Hybrid	Manual	2.1	112,325	107,607	907	Low
i3	2,023	Middle East	Black	Electric	Manual	4	154,633	42,444	8,642	High
i3	2,017	Asia	Black	Electric	Manual	1.7	17,770	58,662	8,994	High
M5	2,015	Middle East	Blue	Diesel	Automatic	3.6	32,338	71,767	4,968	Low
i8	2,019	Middle East	Grey	Electric	Manual	2.2	15,616	67,079	2,951	Low
5 Series	2,024	North America	Red	Diesel	Automatic	1.5	64,428	55,201	4,489	Low
X5	2,024	Middle East	Red	Petrol	Automatic	2.6	133,730	33,290	8,718	High
i8	2,010	South America	Black	Petrol	Manual	3	116,300	110,005	4,169	Low
5 Series	2,024	North America	Blue	Hybrid	Automatic	4.4	122,547	96,632	4,006	Low
X3	2,017	Europe	White	Electric	Manual	2.9	122,272	37,060	3,900	Low
5 Series	2,014	Asia	Black	Hybrid	Manual	4.7	133,704	45,186	9,882	High
7 Series	2,022	Asia	Red	Petrol	Automatic	4.4	6,857	77,748	4,876	Low
M3	2,015	Asia	Red	Petrol	Automatic	2.2	23,028	105,944	5,623	Low
X5	2,014	Africa	Red	Petrol	Manual	2	20,622	89,086	3,397	Low
7 Series	2,019	South America	Grey	Electric	Manual	2.4	150,245	62,757	4,335	Low
X3	2,014	South America	Silver	Electric	Manual	2.8	182,807	80,129	2,248	Low
X1	2,012	North America	White	Petrol	Manual	3.5	50,020	51,686	5,283	Low
X5	2,023	Asia	Black	Electric	Automatic	1.9	135,997	112,330	6,018	Low
3 Series	2,013	Africa	Silver	Petrol	Manual	3.4	17,748	37,639	8,521	High
i8	2,014	Europe	White	Diesel	Automatic	3.5	48,928	107,590	9,767	High
M5	2,020	South America	Blue	Petrol	Automatic	3.8	20,798	74,460	3,151	Low
M5	2,020	North America	Black	Petrol	Automatic	3.4	100,885	118,222	2,116	Low
i8	2,011	Middle East	Blue	Hybrid	Automatic	4.4	141,722	41,576	3,748	Low
M3	2,015	Europe	Blue	Hybrid	Manual	3.7	174,454	39,009	2,398	Low
i3	2,011	Africa	Red	Petrol	Automatic	4.7	47,860	94,766	1,687	Low
i3	2,013	Africa	Silver	Petrol	Manual	4	20,492	61,975	2,030	Low
M5	2,021	Africa	White	Diesel	Automatic	3	125,766	37,053	1,538	Low
i3	2,010	Africa	Red	Petrol	Manual	2.2	68,525	109,784	5,806	Low
3 Series	2,013	Europe	Silver	Hybrid	Manual	1.5	174,488	47,488	6,725	Low
X3	2,023	Africa	Black	Hybrid	Automatic	1.8	87,406	73,269	9,580	High
M5	2,016	North America	White	Diesel	Automatic	2.2	166,614	72,342	2,293	Low
3 Series	2,024	Asia	Black	Petrol	Manual	2.3	183,218	88,043	3,703	Low
7 Series	2,023	Asia	Black	Petrol	Manual	4.1	181,054	116,237	798	Low
i8	2,017	North America	Grey	Electric	Manual	2.9	133,028	95,013	482	Low
i8	2,011	North America	White	Hybrid	Automatic	2.6	186,614	79,324	3,216	Low
X5	2,012	Europe	Grey	Diesel	Automatic	1.7	135,701	59,311	9,898	High
X5	2,010	North America	Red	Diesel	Automatic	3.4	49,410	45,210	6,467	Low
X3	2,024	North America	White	Hybrid	Manual	3.6	178,890	39,050	3,508	Low
X5	2,016	Africa	Grey	Hybrid	Manual	4.6	122,292	79,810	4,516	Low
i3	2,013	South America	White	Petrol	Automatic	3.3	48,919	107,815	8,040	High
i3	2,020	Africa	Blue	Petrol	Manual	1.5	101,592	83,766	3,309	Low
i8	2,019	Europe	Silver	Hybrid	Automatic	1.7	149,996	38,413	6,428	Low
X3	2,017	North America	Black	Electric	Manual	2.4	93,265	49,637	8,071	High
7 Series	2,014	Middle East	Blue	Electric	Automatic	2	61,359	81,038	7,846	High
X1	2,018	Asia	Silver	Petrol	Automatic	4.2	149,298	118,818	3,743	Low
3 Series	2,015	Africa	Red	Hybrid	Automatic	1.9	47,899	93,608	5,310	Low
X1	2,020	Asia	Grey	Hybrid	Automatic	2.1	19,110	45,805	1,925	Low
M5	2,019	Asia	Silver	Petrol	Manual	3.8	13,641	55,775	7,286	High
i8	2,011	Middle East	Red	Petrol	Automatic	2.3	127,073	81,995	7,590	High
M5	2,010	Asia	White	Diesel	Automatic	4.9	8,958	69,146	5,580	Low
i8	2,010	Africa	Grey	Diesel	Manual	4.5	24,409	66,367	8,428	High
5 Series	2,021	North America	Blue	Electric	Automatic	4.1	109,923	35,660	8,164	High
i3	2,021	Asia	Black	Hybrid	Manual	2.7	70,103	104,981	4,406	Low
X6	2,023	North America	White	Hybrid	Automatic	1.7	115,347	93,835	2,055	Low
3 Series	2,023	Middle East	White	Hybrid	Manual	2.7	37,795	100,660	8,865	High
X5	2,018	Africa	Silver	Petrol	Manual	2.8	183,958	37,526	2,161	Low
7 Series	2,010	Africa	Red	Petrol	Manual	1.9	78,572	66,146	8,817	High
i8	2,012	Asia	Silver	Petrol	Manual	1.9	126,983	61,593	1,787	Low
7 Series	2,021	Middle East	Red	Electric	Manual	3.8	46,773	93,208	1,505	Low
X5	2,011	North America	Silver	Diesel	Manual	2.3	74,501	49,338	3,086	Low
i3	2,024	South America	Red	Petrol	Manual	3.9	1,503	116,759	7,922	High
M5	2,024	Asia	Red	Hybrid	Automatic	3.4	64,327	55,381	655	Low
X6	2,024	South America	Black	Electric	Automatic	4.7	196,256	36,681	5,326	Low
X5	2,021	Asia	Silver	Diesel	Automatic	4.3	51,777	99,757	7,707	High
X3	2,013	North America	Silver	Diesel	Automatic	2	128,194	56,427	142	Low
3 Series	2,010	Europe	Black	Hybrid	Automatic	3.6	70,729	34,575	5,298	Low
M5	2,024	Asia	Blue	Petrol	Manual	3.8	91,053	39,298	7,782	High
i8	2,010	South America	Grey	Diesel	Automatic	4.5	39,920	98,516	6,670	Low
7 Series	2,013	Middle East	Blue	Hybrid	Automatic	3.7	24,992	119,801	7,001	High
3 Series	2,022	Europe	Black	Petrol	Automatic	2	65,493	43,326	7,800	High
7 Series	2,022	Europe	Blue	Diesel	Manual	2.4	32,323	76,694	8,088	High
5 Series	2,023	Europe	Red	Electric	Automatic	3.7	174,199	104,793	7,474	High
M5	2,013	North America	Grey	Electric	Manual	4.7	112,658	92,929	3,090	Low
M3	2,016	South America	Black	Hybrid	Manual	4.6	44,674	33,530	4,577	Low

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