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
X5	2,020	North America	White	Hybrid	Automatic	4.5	190,578	108,048	7,182	High
X6	2,018	North America	Red	Diesel	Manual	1.7	109,403	93,322	6,530	Low
M3	2,018	Africa	Blue	Electric	Automatic	4.5	56,407	38,521	9,651	High
i8	2,011	Africa	Black	Petrol	Manual	3.1	55,820	65,968	2,677	Low
i8	2,019	Africa	Blue	Petrol	Automatic	2.7	167,867	116,609	4,245	Low
i8	2,019	Asia	Silver	Electric	Manual	3.9	189,792	68,861	6,949	Low
7 Series	2,020	Middle East	White	Petrol	Automatic	4.8	47,115	37,896	5,892	Low
3 Series	2,021	Africa	Blue	Electric	Manual	1.8	180,860	90,703	9,113	High
X3	2,015	Europe	Silver	Diesel	Automatic	4.2	160,909	71,601	6,083	Low
i3	2,013	Middle East	Blue	Hybrid	Automatic	2.2	44,044	91,155	2,235	Low
7 Series	2,017	Europe	Red	Electric	Manual	2.8	57,007	57,791	3,617	Low
X1	2,021	South America	Blue	Hybrid	Automatic	4.6	165,948	79,715	4,203	Low
X6	2,020	Asia	Blue	Diesel	Automatic	3.4	18,360	59,977	6,941	Low
X1	2,016	North America	Blue	Petrol	Automatic	1.7	56,666	100,144	6,777	Low
7 Series	2,016	Asia	Silver	Diesel	Automatic	3.3	118,403	42,951	6,567	Low
X6	2,020	Europe	Black	Petrol	Manual	4.3	58,599	112,149	1,709	Low
X5	2,019	Europe	Red	Diesel	Automatic	3.4	143,544	54,361	3,961	Low
X3	2,018	Europe	Silver	Diesel	Manual	2.1	185,710	79,585	7,633	High
7 Series	2,022	Europe	Silver	Petrol	Manual	3.1	141,350	43,450	8,353	High
3 Series	2,014	South America	Blue	Hybrid	Automatic	4.7	122,686	114,541	3,664	Low
i3	2,015	North America	Silver	Electric	Manual	3.8	85,863	99,731	1,419	Low
M3	2,010	South America	Grey	Petrol	Manual	4.1	104,017	106,110	5,106	Low
X5	2,015	North America	Black	Hybrid	Manual	4.3	153,262	105,785	2,574	Low
X5	2,011	Middle East	Blue	Petrol	Manual	1.8	59,870	33,401	5,773	Low
X3	2,015	North America	Red	Electric	Automatic	3.5	94,425	38,240	156	Low
i3	2,018	Europe	Black	Petrol	Manual	2.8	116,758	34,508	3,224	Low
X1	2,017	Middle East	Silver	Electric	Manual	2	47,027	56,379	3,114	Low
X6	2,018	Middle East	Silver	Electric	Automatic	2.2	119,415	97,698	9,271	High
M5	2,022	Africa	Red	Petrol	Manual	4.2	75,129	112,597	3,050	Low
M3	2,024	Middle East	Silver	Electric	Manual	2.1	51,575	44,646	5,544	Low
5 Series	2,019	North America	Blue	Diesel	Automatic	2.6	85,103	59,772	2,672	Low
i8	2,017	South America	Grey	Hybrid	Automatic	2.5	87,745	84,732	9,456	High
M5	2,012	Middle East	Grey	Electric	Manual	1.7	63,653	45,951	9,726	High
X3	2,017	Asia	Grey	Electric	Automatic	3.1	72,650	112,515	6,904	Low
X1	2,015	Middle East	Red	Diesel	Manual	4.2	105,988	30,145	4,689	Low
M5	2,022	North America	Grey	Petrol	Manual	1.6	166,797	41,583	6,351	Low
X5	2,015	Middle East	White	Electric	Manual	1.9	112,847	73,494	9,470	High
7 Series	2,015	Europe	Grey	Electric	Automatic	4	11,311	108,030	6,483	Low
3 Series	2,012	Europe	Black	Hybrid	Manual	3.6	23,080	96,688	572	Low
X6	2,019	South America	Red	Petrol	Manual	4	131,108	70,388	3,456	Low
X1	2,010	Middle East	Black	Hybrid	Manual	2.3	31,892	86,267	4,531	Low
X6	2,021	Europe	Blue	Electric	Manual	4.3	6,535	64,443	2,514	Low
3 Series	2,023	Middle East	Red	Petrol	Manual	3.2	61,645	55,743	9,801	High
7 Series	2,013	Africa	Silver	Diesel	Automatic	3.6	149,640	59,224	5,350	Low
3 Series	2,019	Europe	Red	Hybrid	Manual	1.8	170,379	43,973	614	Low
M3	2,021	Asia	White	Petrol	Manual	2.2	13,848	48,162	4,946	Low
M3	2,015	Middle East	Blue	Electric	Automatic	4.2	150,292	60,046	8,692	High
i8	2,020	Africa	White	Hybrid	Automatic	2.3	74,925	71,520	2,745	Low
3 Series	2,021	Africa	Red	Diesel	Automatic	1.8	40,161	72,229	9,689	High
X5	2,019	Asia	Black	Electric	Manual	3.6	122,393	45,732	5,161	Low
3 Series	2,011	South America	White	Diesel	Manual	3.4	124,157	57,397	5,200	Low
3 Series	2,016	Asia	Silver	Electric	Automatic	3.6	114,805	93,599	7,857	High
X6	2,016	North America	Red	Hybrid	Manual	3.7	34,968	52,914	3,974	Low
7 Series	2,020	Asia	Blue	Diesel	Automatic	3.3	179,623	82,057	4,655	Low
3 Series	2,013	South America	White	Diesel	Manual	3.2	7,229	63,573	1,034	Low
X6	2,013	South America	Silver	Diesel	Manual	4.7	55,324	78,799	7,365	High
X1	2,024	Europe	Grey	Hybrid	Automatic	3.4	27,605	55,368	4,178	Low
i3	2,010	North America	Blue	Petrol	Automatic	3.7	6,241	48,309	3,249	Low
M5	2,022	Europe	White	Electric	Manual	2.4	52,242	33,186	4,674	Low
5 Series	2,011	South America	Red	Diesel	Manual	4.5	92,337	55,326	4,224	Low
7 Series	2,018	Africa	Black	Diesel	Automatic	1.6	156,997	99,579	2,917	Low
5 Series	2,019	Europe	Grey	Hybrid	Manual	3.5	3,023	76,881	2,699	Low
3 Series	2,017	Middle East	Black	Petrol	Automatic	2.8	92,768	109,803	1,310	Low
M3	2,017	Europe	Silver	Diesel	Automatic	3.6	49,493	54,012	4,793	Low
M3	2,018	South America	White	Hybrid	Automatic	2.8	39,918	110,518	1,404	Low
X1	2,024	Europe	Grey	Petrol	Manual	4	127,607	34,835	9,948	High
X3	2,016	North America	Blue	Diesel	Manual	1.6	107,240	60,298	4,575	Low
7 Series	2,022	Europe	Grey	Electric	Manual	2.9	92,227	87,401	520	Low
i3	2,018	Middle East	White	Hybrid	Automatic	4.4	110,276	75,090	9,875	High
X3	2,019	Middle East	Silver	Diesel	Manual	2.4	91,467	93,052	1,874	Low
3 Series	2,021	Europe	Grey	Diesel	Manual	1.7	153,184	72,193	9,009	High
i8	2,011	Asia	Blue	Electric	Automatic	3.2	39,986	87,618	4,727	Low
3 Series	2,015	Asia	Blue	Diesel	Automatic	4.9	187,450	113,594	3,957	Low
5 Series	2,024	Middle East	White	Hybrid	Automatic	1.7	81,864	116,579	5,277	Low
7 Series	2,012	Africa	Black	Electric	Manual	1.7	148,414	60,904	7,883	High
7 Series	2,020	Middle East	Black	Electric	Manual	3.6	75,390	76,667	2,793	Low
X1	2,024	North America	Grey	Diesel	Automatic	2.4	126,123	80,073	1,205	Low
X3	2,015	South America	Silver	Petrol	Automatic	2.9	60,279	50,149	7,783	High
7 Series	2,012	Africa	Blue	Diesel	Automatic	4.4	109,021	96,908	5,764	Low
X1	2,017	Africa	Black	Hybrid	Automatic	2.2	14,428	80,960	7,784	High
M5	2,024	Middle East	Black	Diesel	Manual	4	64,172	70,966	8,063	High
3 Series	2,020	Africa	Blue	Hybrid	Automatic	3.3	2,227	107,970	3,167	Low
i8	2,024	Africa	Grey	Petrol	Automatic	4.7	141,840	76,410	4,222	Low
X1	2,022	Asia	White	Petrol	Automatic	4.9	98,850	83,929	1,345	Low
5 Series	2,013	Asia	Silver	Electric	Manual	3.2	87,085	85,687	9,010	High
7 Series	2,021	South America	Blue	Diesel	Automatic	3.5	171,939	30,487	8,987	High
X1	2,019	North America	Grey	Hybrid	Automatic	4.1	175,107	85,759	2,475	Low
i8	2,015	North America	Red	Diesel	Automatic	2.6	80,700	94,461	9,145	High
i8	2,024	Europe	Blue	Electric	Automatic	2.3	175,296	116,242	9,189	High
M5	2,018	South America	Silver	Petrol	Automatic	4.9	170,469	57,303	9,028	High
X3	2,011	Middle East	Silver	Hybrid	Manual	3	117,802	57,521	5,709	Low
M5	2,011	Middle East	Silver	Diesel	Manual	1.5	78,618	114,965	5,236	Low
X3	2,016	Africa	Blue	Petrol	Automatic	4.4	149,211	79,731	5,352	Low
3 Series	2,024	Asia	White	Electric	Automatic	3.6	154,712	37,983	5,199	Low
X1	2,011	Africa	Grey	Petrol	Manual	2.1	25,559	36,404	6,187	Low
X6	2,011	South America	Silver	Petrol	Manual	1.6	77,249	73,474	621	Low
i3	2,013	Middle East	Grey	Petrol	Manual	2.5	155,954	32,664	1,881	Low
5 Series	2,018	Africa	Silver	Diesel	Automatic	4.7	99,669	33,042	3,349	Low
M3	2,017	Africa	White	Diesel	Automatic	4.8	17,745	62,671	1,853	Low
X5	2,011	Africa	Blue	Diesel	Automatic	2.6	149,557	65,816	5,016	Low

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