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
M5	2,021	Asia	Red	Hybrid	Manual	1.9	160,511	96,130	4,016	Low
i3	2,020	North America	Black	Diesel	Manual	4.7	78,607	119,793	2,340	Low
M3	2,012	South America	Silver	Diesel	Manual	2.8	157,169	68,019	1,889	Low
X5	2,010	Europe	Red	Electric	Manual	3.5	131,894	43,842	3,401	Low
M5	2,020	Asia	White	Hybrid	Automatic	2.2	114,689	45,633	8,085	High
5 Series	2,016	North America	Red	Electric	Automatic	2.8	35,108	114,029	2,518	Low
M3	2,020	Middle East	Silver	Hybrid	Manual	4.5	118,931	98,156	9,376	High
7 Series	2,021	North America	Blue	Diesel	Automatic	2.2	156,049	109,307	780	Low
X5	2,012	North America	Grey	Electric	Automatic	2.2	150,728	111,654	8,930	High
i8	2,016	Asia	Blue	Hybrid	Manual	2.4	18,109	83,332	1,231	Low
X1	2,021	Middle East	Grey	Electric	Automatic	3.5	192,111	52,263	5,022	Low
5 Series	2,011	Africa	Silver	Petrol	Automatic	3.3	109,221	54,895	6,618	Low
X1	2,013	Asia	Black	Diesel	Automatic	2.1	89,072	56,077	9,695	High
X5	2,011	Africa	Black	Petrol	Automatic	3.9	136,755	36,135	6,370	Low
X6	2,013	Europe	White	Electric	Automatic	4.7	154,769	68,151	6,770	Low
X1	2,014	Africa	Black	Hybrid	Automatic	2.2	53,113	51,350	7,965	High
M3	2,024	Middle East	Red	Diesel	Automatic	3.9	69,502	96,858	3,850	Low
X5	2,023	North America	Blue	Petrol	Manual	3.6	171,097	64,832	6,912	Low
3 Series	2,017	North America	Black	Electric	Automatic	2.7	35,357	64,641	9,999	High
X1	2,011	Middle East	Silver	Electric	Automatic	3.7	173,776	40,985	4,294	Low
X6	2,019	North America	White	Hybrid	Automatic	2.2	102,123	58,455	5,336	Low
5 Series	2,012	Middle East	Red	Electric	Automatic	4.4	161,741	60,606	1,494	Low
X1	2,019	Africa	Black	Hybrid	Automatic	1.6	90,523	84,099	8,270	High
M5	2,021	Asia	Black	Diesel	Manual	3.5	176,735	76,638	698	Low
X6	2,022	Africa	Blue	Diesel	Manual	2.6	44,279	93,902	1,338	Low
M5	2,014	Africa	Black	Petrol	Automatic	4.6	14,579	35,273	3,856	Low
X3	2,020	South America	White	Diesel	Manual	3.2	187,963	86,889	2,590	Low
i3	2,021	South America	Black	Petrol	Manual	4.3	50,251	30,651	5,048	Low
X1	2,021	South America	Blue	Petrol	Manual	4.7	120,526	110,681	806	Low
i8	2,018	North America	Grey	Hybrid	Manual	2.7	134,510	89,739	3,250	Low
M5	2,019	Middle East	Blue	Diesel	Automatic	4.6	64,635	64,134	2,703	Low
M3	2,020	Middle East	Black	Electric	Manual	4	163,141	48,478	835	Low
X1	2,014	South America	White	Diesel	Automatic	1.9	49,342	37,171	8,997	High
i3	2,024	South America	Blue	Diesel	Automatic	1.9	46,631	65,651	820	Low
i8	2,023	North America	Silver	Petrol	Automatic	4.4	5,427	45,871	2,402	Low
X3	2,018	North America	Silver	Petrol	Manual	3.1	13,228	93,143	1,482	Low
X6	2,013	Middle East	Red	Petrol	Manual	3.2	161,925	30,177	8,911	High
M5	2,019	Asia	Grey	Petrol	Automatic	4.6	29,297	40,073	6,389	Low
M5	2,014	Middle East	Blue	Diesel	Automatic	4.7	126,017	35,024	536	Low
7 Series	2,024	Middle East	Grey	Petrol	Manual	1.9	83,005	40,803	6,694	Low
X1	2,018	South America	White	Petrol	Manual	2.8	70,601	59,435	7,117	High
5 Series	2,013	Europe	White	Diesel	Manual	4.6	87,513	113,970	9,370	High
X3	2,014	Asia	White	Petrol	Automatic	4.4	144,179	92,819	4,801	Low
i8	2,014	Africa	Blue	Hybrid	Manual	4	59,108	62,257	108	Low
3 Series	2,013	Europe	Black	Electric	Automatic	1.9	183,462	32,435	6,322	Low
i8	2,013	Asia	Red	Petrol	Automatic	3.7	34,667	52,584	5,139	Low
5 Series	2,020	North America	Red	Diesel	Manual	3.5	19,333	90,732	6,510	Low
i8	2,014	North America	Blue	Hybrid	Automatic	2.1	160,339	51,220	3,762	Low
M5	2,021	North America	Silver	Hybrid	Manual	4.2	15,572	64,442	846	Low
M3	2,015	Africa	White	Electric	Manual	2.6	148,425	61,586	6,403	Low
7 Series	2,016	Middle East	Blue	Petrol	Manual	3.7	22,999	66,449	6,058	Low
M5	2,024	North America	Silver	Hybrid	Automatic	2.8	96,398	58,308	7,384	High
X5	2,015	Middle East	Grey	Diesel	Manual	1.8	85,739	47,148	6,499	Low
5 Series	2,024	Middle East	Red	Diesel	Manual	3.3	41,977	35,242	6,146	Low
3 Series	2,010	Middle East	White	Hybrid	Automatic	2.6	95,649	108,121	2,906	Low
M5	2,024	Europe	White	Electric	Manual	1.7	19,659	117,944	4,409	Low
X3	2,011	Europe	Grey	Petrol	Automatic	2.2	31,547	117,437	1,986	Low
M3	2,016	Africa	White	Hybrid	Automatic	3.7	184,349	94,526	3,537	Low
5 Series	2,023	South America	Grey	Petrol	Automatic	1.9	178,715	74,892	795	Low
X1	2,012	Middle East	Silver	Electric	Manual	1.8	128,080	117,480	110	Low
X3	2,021	Africa	Black	Hybrid	Automatic	4.8	196,201	114,051	4,463	Low
i3	2,019	South America	White	Hybrid	Automatic	1.9	155,585	40,562	5,511	Low
X5	2,020	Europe	Black	Electric	Automatic	2.8	25,805	55,856	7,699	High
i8	2,022	Middle East	Blue	Diesel	Manual	2	29,050	94,434	6,564	Low
5 Series	2,011	Africa	Black	Diesel	Automatic	4.8	34,297	60,760	1,759	Low
X3	2,015	South America	White	Electric	Automatic	3.2	86,592	59,038	1,530	Low
7 Series	2,020	South America	White	Electric	Automatic	1.9	74,465	30,443	8,791	High
i8	2,013	Asia	Blue	Electric	Automatic	4.2	91,901	96,322	6,774	Low
X5	2,021	Middle East	White	Electric	Manual	4.2	63,366	116,941	4,606	Low
7 Series	2,024	North America	Blue	Hybrid	Automatic	4.7	18,313	85,311	6,991	Low
3 Series	2,020	Middle East	Black	Petrol	Manual	4	146,999	117,582	4,211	Low
X5	2,014	Europe	Blue	Electric	Manual	1.7	62,226	52,434	8,879	High
X5	2,024	South America	Silver	Diesel	Manual	3.4	32,921	43,339	7,680	High
i8	2,015	North America	Silver	Diesel	Manual	2.8	67,503	30,121	4,977	Low
i3	2,012	Asia	Blue	Diesel	Automatic	4.1	190,059	64,776	233	Low
M5	2,010	Asia	White	Petrol	Manual	3.6	38,627	72,351	4,102	Low
X1	2,012	Africa	Blue	Electric	Manual	4	33,001	96,649	7,106	High
M3	2,012	Middle East	Grey	Petrol	Manual	2.1	16,549	107,736	8,964	High
M3	2,015	Africa	Black	Diesel	Automatic	3	158,587	96,244	8,182	High
5 Series	2,013	South America	Blue	Electric	Manual	3	108,476	93,293	4,867	Low
X5	2,016	Africa	Grey	Electric	Automatic	4.9	140,472	40,316	1,863	Low
5 Series	2,022	Asia	Grey	Electric	Manual	1.6	146,209	54,769	6,336	Low
5 Series	2,024	Africa	Black	Hybrid	Manual	4.4	89,819	78,504	6,953	Low
X6	2,020	Africa	Grey	Hybrid	Automatic	1.8	195,279	101,347	3,466	Low
X1	2,011	Europe	Silver	Hybrid	Automatic	1.8	23,275	102,986	3,531	Low
M5	2,021	Middle East	Black	Electric	Automatic	2.6	166,358	30,952	9,954	High
7 Series	2,013	South America	Black	Diesel	Manual	4	179,798	59,251	7,521	High
i8	2,017	Asia	Black	Diesel	Manual	3.9	129,521	46,126	8,925	High
X6	2,020	Africa	Blue	Petrol	Manual	3.7	41,068	62,894	6,953	Low
3 Series	2,015	Africa	Black	Diesel	Manual	4.2	173,191	94,575	3,768	Low
M5	2,019	South America	White	Electric	Automatic	2.3	45,384	67,497	5,046	Low
M5	2,012	North America	Grey	Electric	Manual	3.7	138,137	73,452	471	Low
X6	2,019	Middle East	Silver	Petrol	Automatic	3.7	110,152	72,481	4,077	Low
X1	2,021	Asia	Black	Electric	Automatic	3.8	29,832	32,042	5,602	Low
3 Series	2,011	South America	Red	Electric	Manual	3.6	199,142	46,514	8,379	High
X6	2,024	Africa	Black	Electric	Manual	2.3	144,595	90,600	4,655	Low
i8	2,012	Middle East	Red	Petrol	Automatic	4.7	31,800	59,116	8,167	High
7 Series	2,010	Asia	Black	Hybrid	Automatic	4.9	71,117	98,052	9,091	High
M5	2,010	South America	Blue	Diesel	Manual	3.9	138,365	46,904	7,678	High
M5	2,011	North America	Black	Electric	Manual	3.1	102,801	49,242	9,554	High

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