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
5 Series	2,020	South America	Silver	Hybrid	Manual	3.3	64,518	38,827	283	Low
M3	2,016	South America	Red	Electric	Automatic	2.5	174,825	90,854	1,305	Low
M3	2,017	North America	Grey	Petrol	Manual	4.9	155,605	60,127	7,127	High
i8	2,022	North America	Silver	Electric	Manual	3.2	69,895	50,909	6,658	Low
M3	2,016	Asia	Red	Hybrid	Manual	4.1	101,349	64,767	8,242	High
X6	2,020	Middle East	Blue	Hybrid	Manual	4	118,016	72,203	1,399	Low
7 Series	2,023	Africa	Red	Electric	Manual	3.2	194,518	34,442	1,879	Low
X3	2,022	Europe	White	Diesel	Automatic	2.3	129,695	31,858	1,024	Low
M3	2,024	North America	Silver	Hybrid	Automatic	3.3	77,912	85,747	4,479	Low
3 Series	2,013	South America	Red	Petrol	Manual	3.9	14,459	109,199	7,759	High
7 Series	2,017	North America	Black	Electric	Automatic	3.1	191,404	30,910	9,589	High
M5	2,024	Africa	Blue	Diesel	Automatic	1.8	63,367	76,462	411	Low
X3	2,014	Asia	Silver	Electric	Manual	1.6	48,502	87,476	8,003	High
5 Series	2,019	Middle East	Blue	Electric	Manual	2.6	146,935	31,769	6,547	Low
5 Series	2,018	Middle East	Red	Electric	Manual	2	73,534	84,098	5,110	Low
5 Series	2,021	North America	Silver	Electric	Manual	4.7	186,211	34,626	7,223	High
3 Series	2,021	Europe	Red	Hybrid	Automatic	2.1	63,780	58,590	1,168	Low
X3	2,019	South America	Grey	Petrol	Manual	2.9	111,063	63,334	3,707	Low
i8	2,014	Africa	Silver	Petrol	Automatic	4	115,433	35,430	2,899	Low
X5	2,010	Africa	Blue	Diesel	Manual	4.4	184,826	101,736	9,220	High
M3	2,021	Asia	White	Electric	Automatic	3.2	47,208	48,372	9,908	High
M3	2,018	Middle East	Silver	Electric	Automatic	2.1	154,426	96,398	678	Low
X6	2,021	North America	Red	Hybrid	Manual	2.4	110,279	92,026	9,461	High
7 Series	2,014	North America	Silver	Hybrid	Manual	3	178,426	108,037	923	Low
X6	2,015	Middle East	White	Hybrid	Automatic	2.8	53,889	40,408	2,098	Low
X1	2,013	Europe	Silver	Electric	Automatic	2.7	118,879	36,133	3,825	Low
5 Series	2,015	Middle East	Blue	Hybrid	Manual	2	71,711	42,301	2,324	Low
X5	2,021	Asia	Silver	Electric	Automatic	4.7	78,831	80,053	8,897	High
X1	2,017	North America	Blue	Diesel	Manual	1.6	95,697	114,726	956	Low
i8	2,012	South America	Grey	Diesel	Manual	3	160,617	84,303	4,459	Low
X1	2,014	Asia	White	Petrol	Automatic	4.9	171,889	117,084	2,493	Low
X5	2,011	Asia	Grey	Electric	Manual	3.8	102,882	88,402	8,301	High
M5	2,023	Europe	Red	Petrol	Manual	2.7	189,019	69,301	5,009	Low
i3	2,011	South America	Grey	Petrol	Automatic	2	68,051	73,237	7,134	High
X5	2,022	Africa	Silver	Diesel	Manual	4.9	105,365	69,460	7,409	High
i8	2,016	South America	Black	Petrol	Automatic	1.5	8,832	96,159	1,447	Low
X3	2,019	North America	Silver	Petrol	Automatic	3.9	82,345	83,509	4,563	Low
X5	2,022	North America	White	Hybrid	Automatic	4.6	61,383	60,608	7,391	High
7 Series	2,019	Africa	Black	Hybrid	Manual	1.6	40,583	50,736	3,187	Low
i3	2,023	North America	Blue	Diesel	Manual	4	13,267	111,230	1,359	Low
i3	2,020	South America	Silver	Hybrid	Manual	5	79,120	100,781	9,546	High
5 Series	2,019	North America	Grey	Hybrid	Manual	3.7	133,098	116,502	7,661	High
X1	2,015	North America	Blue	Diesel	Automatic	3	79,535	95,058	7,335	High
M3	2,013	North America	White	Hybrid	Automatic	4.6	83,413	98,919	5,691	Low
5 Series	2,014	North America	Silver	Diesel	Manual	3.4	28,022	67,010	610	Low
X1	2,010	Africa	Grey	Diesel	Manual	4.1	90,967	98,024	862	Low
5 Series	2,016	South America	Red	Diesel	Automatic	3.6	33,952	67,273	5,052	Low
M3	2,017	Asia	Grey	Diesel	Automatic	1.6	109,144	100,962	7,680	High
5 Series	2,018	Europe	Black	Hybrid	Manual	2.2	136,365	112,870	9,497	High
i3	2,017	Africa	Grey	Petrol	Automatic	1.8	47,351	108,455	6,332	Low
i8	2,014	Asia	Red	Electric	Automatic	1.9	160,504	38,889	9,545	High
X6	2,012	South America	Grey	Hybrid	Manual	1.6	166,563	31,723	4,793	Low
M5	2,019	Asia	Red	Electric	Automatic	3	167,111	103,330	7,030	High
7 Series	2,020	Europe	Silver	Petrol	Automatic	2.1	40,541	86,128	3,535	Low
X5	2,018	Europe	White	Diesel	Manual	4.5	35,535	103,652	4,089	Low
X5	2,024	North America	Black	Electric	Manual	4.1	111,143	59,115	1,031	Low
X6	2,015	North America	Blue	Electric	Manual	3.5	7,886	49,745	1,342	Low
M3	2,024	Africa	Grey	Hybrid	Automatic	3.2	175,130	61,653	7,714	High
5 Series	2,014	Africa	Red	Diesel	Automatic	2.4	146,673	94,632	9,235	High
M3	2,022	South America	Silver	Diesel	Automatic	3.2	69,705	89,276	8,064	High
M3	2,012	Africa	Grey	Petrol	Automatic	3.7	142,743	116,400	1,635	Low
i8	2,015	North America	Black	Diesel	Manual	4.2	117,790	113,278	4,019	Low
X3	2,012	Asia	Blue	Hybrid	Manual	1.8	123,154	102,568	6,499	Low
i8	2,019	Asia	Black	Diesel	Manual	4	25,399	60,081	8,990	High
X6	2,021	Europe	Silver	Electric	Manual	4.1	121,086	90,230	7,556	High
M5	2,015	Middle East	Blue	Petrol	Automatic	3.5	40,256	106,461	4,194	Low
X6	2,013	Middle East	Grey	Hybrid	Automatic	2.3	79,233	50,889	8,120	High
i3	2,024	Asia	Silver	Petrol	Automatic	3.4	113,190	50,376	4,688	Low
M3	2,011	South America	Silver	Hybrid	Automatic	3.3	22,411	32,825	5,209	Low
7 Series	2,017	Asia	Blue	Diesel	Automatic	3.2	60,317	111,993	928	Low
M3	2,013	Africa	Red	Petrol	Automatic	3.1	193,447	38,777	9,819	High
X5	2,018	Africa	Silver	Petrol	Automatic	1.9	14,988	87,893	4,414	Low
i3	2,016	Asia	Blue	Petrol	Manual	2.1	109,528	112,651	2,709	Low
X6	2,021	South America	Black	Diesel	Automatic	1.8	160,992	100,237	7,392	High
M5	2,011	South America	White	Electric	Automatic	2.3	183,640	77,087	9,545	High
X5	2,013	Middle East	Silver	Hybrid	Automatic	2.4	162,577	72,291	6,502	Low
X3	2,014	Africa	Black	Electric	Automatic	2.4	112,711	65,738	3,961	Low
X6	2,012	Asia	Silver	Diesel	Automatic	2.2	112,565	92,535	875	Low
X5	2,018	Europe	Silver	Electric	Automatic	4.1	125,877	117,880	9,051	High
X3	2,022	South America	Grey	Hybrid	Automatic	4.4	153,298	79,737	967	Low
3 Series	2,014	North America	Red	Diesel	Manual	2.6	50,644	106,785	6,437	Low
7 Series	2,011	South America	Blue	Petrol	Manual	2.6	34,091	86,340	7,247	High
M5	2,020	Middle East	White	Petrol	Automatic	4.5	28,481	89,183	3,511	Low
X5	2,012	Asia	Red	Petrol	Manual	3.7	127,796	30,222	1,226	Low
M5	2,023	Africa	Grey	Electric	Automatic	2.5	97,262	57,073	6,833	Low
5 Series	2,024	Middle East	Black	Petrol	Manual	4	14,271	113,385	1,704	Low
M3	2,018	Middle East	Blue	Diesel	Manual	2.7	193,083	68,930	2,089	Low
3 Series	2,016	South America	Silver	Electric	Automatic	3.6	49,354	66,432	3,908	Low
M3	2,011	North America	Black	Petrol	Automatic	5	166,488	102,604	1,557	Low
M5	2,018	Europe	Blue	Electric	Automatic	2.6	122,496	45,747	2,591	Low
X1	2,023	Africa	White	Hybrid	Automatic	4.8	92,640	37,496	8,832	High
M5	2,013	Middle East	Black	Petrol	Manual	2.6	116,840	41,282	7,230	High
X6	2,022	South America	Red	Electric	Manual	3.4	3,674	115,121	6,044	Low
5 Series	2,018	Middle East	White	Hybrid	Manual	3.1	13,972	111,553	7,914	High
X1	2,024	North America	Black	Petrol	Manual	4.2	58,061	59,169	9,217	High
X1	2,022	North America	White	Diesel	Automatic	1.7	36,662	105,034	9,051	High
3 Series	2,011	North America	Grey	Electric	Automatic	3.7	37,871	96,046	9,249	High
5 Series	2,024	Europe	Grey	Electric	Manual	4.2	8,066	115,218	3,400	Low
i8	2,021	Asia	Black	Diesel	Manual	3.2	86,120	85,822	4,737	Low
M3	2,019	North America	Grey	Petrol	Manual	1.9	111,166	31,331	4,507	Low

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