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
M3	2,015	Asia	Blue	Diesel	Automatic	2.1	82,539	78,617	4,636	Low
X5	2,017	Middle East	Blue	Petrol	Manual	3.5	138,268	72,415	6,661	Low
i3	2,015	North America	Black	Hybrid	Manual	3	88,758	89,104	2,508	Low
i8	2,021	South America	Black	Diesel	Manual	4.8	122,488	37,043	7,879	High
X6	2,018	Middle East	Grey	Electric	Automatic	4.8	129,103	61,848	3,467	Low
X6	2,024	North America	Red	Petrol	Automatic	3.5	174,467	87,833	3,498	Low
i8	2,024	North America	Silver	Hybrid	Manual	3.8	152,521	54,166	9,455	High
i8	2,018	Asia	Grey	Petrol	Manual	2	77,855	36,688	2,269	Low
X1	2,023	Middle East	White	Electric	Manual	2.3	122,125	87,268	7,435	High
M3	2,011	Africa	White	Petrol	Manual	4.7	135,953	117,216	9,378	High
i8	2,019	North America	Grey	Petrol	Manual	3.9	709	36,432	9,167	High
X1	2,010	Middle East	Black	Petrol	Manual	2.2	106,449	103,497	5,436	Low
3 Series	2,011	Middle East	Grey	Petrol	Manual	3.5	96,904	100,514	1,485	Low
M3	2,014	Europe	Black	Petrol	Automatic	4.8	180,505	55,088	2,028	Low
i8	2,013	Middle East	Black	Petrol	Manual	2.7	98,156	56,379	6,497	Low
7 Series	2,013	Asia	Black	Electric	Manual	2.2	72,818	53,780	1,594	Low
i8	2,018	Asia	Black	Diesel	Manual	4.8	194,153	119,895	4,680	Low
7 Series	2,020	Asia	Red	Hybrid	Automatic	3.1	133,394	48,155	5,418	Low
X6	2,017	North America	Red	Petrol	Manual	3	4,933	32,871	8,865	High
3 Series	2,015	Asia	Red	Hybrid	Automatic	2.4	194,331	112,782	6,985	Low
X1	2,010	Africa	Red	Petrol	Automatic	4.6	194,671	93,644	6,385	Low
X1	2,011	Asia	Silver	Diesel	Automatic	4.5	183,507	114,624	9,076	High
i3	2,015	Middle East	Black	Hybrid	Manual	2.9	33,997	75,065	7,748	High
M5	2,020	North America	Black	Petrol	Manual	1.6	172,000	85,553	9,449	High
3 Series	2,011	Middle East	White	Diesel	Manual	3.1	101,059	104,976	9,586	High
i8	2,024	North America	Red	Diesel	Manual	2.1	87,988	84,929	7,891	High
3 Series	2,022	Asia	Grey	Hybrid	Manual	2	60,379	90,997	7,042	High
X1	2,019	Middle East	Grey	Diesel	Automatic	2.9	134,372	73,495	7,699	High
X5	2,014	North America	Silver	Hybrid	Manual	1.8	61,213	52,356	2,887	Low
X6	2,023	Asia	Silver	Electric	Automatic	4.9	195,345	56,700	8,802	High
X3	2,014	North America	Grey	Electric	Manual	1.7	55,420	59,251	8,171	High
X5	2,015	South America	Blue	Diesel	Automatic	2.9	150,664	105,397	139	Low
M5	2,015	Asia	White	Petrol	Automatic	2.1	164,102	94,636	3,842	Low
X5	2,023	South America	Black	Hybrid	Manual	3.9	110,947	108,899	394	Low
i8	2,015	Africa	Grey	Petrol	Automatic	1.8	181,044	69,668	1,143	Low
i8	2,023	Europe	Red	Hybrid	Manual	3.4	94,715	104,449	3,469	Low
X5	2,011	Middle East	Blue	Electric	Automatic	4.2	83,150	61,639	3,738	Low
M3	2,023	North America	Grey	Petrol	Automatic	4.8	139,226	52,945	9,794	High
i3	2,019	Asia	Silver	Diesel	Manual	3.9	167,536	36,567	6,870	Low
3 Series	2,023	Europe	Grey	Petrol	Automatic	1.8	69,252	52,216	5,712	Low
3 Series	2,022	Europe	Blue	Electric	Automatic	1.8	146,986	107,564	3,790	Low
M3	2,024	Europe	Red	Petrol	Automatic	4.1	76,901	47,264	4,437	Low
X6	2,023	Middle East	Grey	Electric	Automatic	2.3	178,628	95,658	5,980	Low
7 Series	2,012	Africa	White	Petrol	Manual	3.1	28,885	105,363	5,103	Low
5 Series	2,023	Middle East	White	Diesel	Manual	4.9	138,838	73,566	4,163	Low
X1	2,015	Middle East	Black	Petrol	Manual	4.4	145,036	109,780	4,374	Low
i3	2,022	South America	Black	Diesel	Automatic	4.5	192,812	66,338	3,530	Low
X1	2,017	North America	Red	Hybrid	Automatic	4.5	152,425	91,484	9,222	High
M5	2,021	Middle East	Black	Petrol	Manual	3.7	107,873	87,924	9,900	High
M5	2,022	Europe	Red	Electric	Manual	4.1	153,992	104,526	4,669	Low
5 Series	2,020	Middle East	White	Diesel	Automatic	2.8	163,477	100,108	6,054	Low
5 Series	2,021	Asia	Red	Hybrid	Automatic	5	113,625	54,162	3,413	Low
X3	2,010	South America	Grey	Hybrid	Automatic	2.5	86,419	55,913	7,600	High
X1	2,010	Middle East	Silver	Petrol	Manual	3.6	111,433	31,251	7,469	High
X3	2,020	Asia	Red	Petrol	Automatic	2.5	104,276	92,324	7,681	High
i3	2,022	Europe	Blue	Electric	Manual	1.9	152,316	68,528	2,685	Low
X1	2,011	Asia	Grey	Petrol	Manual	3.5	27,274	105,512	528	Low
M3	2,020	North America	Grey	Petrol	Manual	2.7	179,828	114,915	2,709	Low
M3	2,024	Asia	White	Petrol	Automatic	3.5	160,103	47,011	4,684	Low
i3	2,021	Asia	Blue	Hybrid	Automatic	3.5	47,380	84,737	2,345	Low
X6	2,021	Europe	Black	Hybrid	Automatic	3.4	60,097	97,393	4,749	Low
M3	2,015	North America	Grey	Diesel	Manual	1.9	171,572	80,072	924	Low
M3	2,018	North America	Blue	Diesel	Automatic	3	63,971	85,383	9,054	High
3 Series	2,013	Europe	Grey	Electric	Manual	4.3	128,661	101,762	1,406	Low
X6	2,012	Asia	White	Petrol	Manual	2.6	24,343	101,083	4,412	Low
5 Series	2,021	South America	Black	Petrol	Automatic	3.1	108,225	89,370	3,531	Low
M3	2,017	Africa	Silver	Petrol	Automatic	3.2	11,614	107,651	6,901	Low
M3	2,020	Africa	Grey	Hybrid	Automatic	4.5	148,678	53,793	9,110	High
5 Series	2,019	Africa	Grey	Electric	Automatic	3.8	148,387	113,360	1,448	Low
X1	2,023	Africa	Black	Petrol	Manual	1.9	150,308	67,705	7,587	High
X3	2,018	Africa	Blue	Hybrid	Manual	4.5	136,337	44,024	314	Low
5 Series	2,021	South America	White	Electric	Automatic	4.4	58,522	97,283	4,434	Low
M3	2,020	Africa	Blue	Hybrid	Automatic	4.1	121,565	33,185	6,109	Low
X1	2,014	Middle East	Red	Hybrid	Automatic	3.1	176,201	104,628	2,978	Low
X1	2,018	Middle East	Grey	Electric	Manual	4.2	149,224	109,409	8,485	High
7 Series	2,011	Middle East	Grey	Electric	Manual	3.2	75,026	40,069	6,062	Low
3 Series	2,012	South America	Grey	Petrol	Automatic	4.1	157,168	44,730	661	Low
7 Series	2,016	South America	Grey	Electric	Manual	4.6	109,859	89,704	8,958	High
M5	2,016	South America	Grey	Diesel	Manual	4.6	91,964	105,905	4,111	Low
7 Series	2,015	Middle East	Black	Diesel	Manual	3.1	94,085	67,220	5,007	Low
3 Series	2,015	Asia	White	Electric	Manual	4.5	171,087	67,780	7,266	High
X3	2,011	Middle East	Silver	Electric	Manual	1.9	157,187	66,636	7,919	High
X3	2,019	South America	Red	Petrol	Automatic	1.9	56,443	62,280	853	Low
i8	2,015	Africa	Blue	Electric	Automatic	3.4	40,947	75,739	1,891	Low
M5	2,013	Africa	Black	Petrol	Automatic	3.8	69,256	105,120	777	Low
M5	2,021	Asia	Black	Diesel	Automatic	2	98,584	62,551	7,092	High
i8	2,012	Africa	White	Electric	Manual	3.2	110,147	73,479	2,907	Low
X1	2,022	South America	White	Electric	Manual	1.8	81,976	107,112	9,208	High
5 Series	2,020	Africa	White	Petrol	Automatic	3.6	22,852	113,678	3,932	Low
3 Series	2,022	Africa	Silver	Hybrid	Manual	4.5	65,049	117,535	9,479	High
M3	2,011	Asia	Red	Diesel	Automatic	4.1	147,546	91,385	9,362	High
i3	2,010	Africa	White	Petrol	Manual	2.8	3	93,933	5,336	Low
i3	2,020	Europe	Black	Electric	Manual	5	98,200	79,178	9,908	High
X1	2,020	Middle East	Black	Petrol	Manual	3.8	89,546	45,634	4,807	Low
5 Series	2,014	North America	Red	Petrol	Manual	4.4	74,142	92,587	3,479	Low
5 Series	2,011	Europe	Red	Petrol	Automatic	3.8	107,131	88,809	2,813	Low
5 Series	2,011	Africa	Silver	Petrol	Manual	5	169,168	62,812	8,904	High
i3	2,016	Middle East	Grey	Electric	Automatic	4.4	139,526	34,382	9,763	High
7 Series	2,017	North America	Silver	Petrol	Manual	3.3	74,472	99,566	9,791	High
i8	2,022	North America	Blue	Hybrid	Automatic	2.8	112,218	51,337	7,201	High

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