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	2,015	South America	Blue	Electric	Manual	3.4	107,271	82,644	9,514	High
7 Series	2,013	North America	White	Petrol	Manual	4.5	92,323	73,361	6,436	Low
7 Series	2,014	Europe	Silver	Petrol	Automatic	4.9	42,881	45,093	499	Low
3 Series	2,014	Asia	White	Diesel	Manual	4.1	374	113,787	6,013	Low
3 Series	2,018	Asia	Silver	Hybrid	Automatic	1.5	87,539	54,202	6,016	Low
M5	2,010	Asia	Red	Electric	Manual	2	182,316	41,760	6,285	Low
i8	2,022	Middle East	Black	Electric	Automatic	1.8	193,139	71,212	9,617	High
M5	2,011	Middle East	Red	Electric	Manual	1.9	11,653	92,682	5,293	Low
X3	2,022	North America	Black	Petrol	Automatic	2.8	91,377	67,455	191	Low
M5	2,015	South America	Silver	Diesel	Manual	2.7	101,284	68,310	9,847	High
i3	2,014	Africa	Red	Hybrid	Manual	1.9	11,192	112,217	4,239	Low
3 Series	2,020	North America	Silver	Electric	Manual	4.6	158,155	91,664	9,044	High
X5	2,016	North America	White	Petrol	Manual	3.7	83,676	32,645	709	Low
3 Series	2,012	North America	Red	Diesel	Manual	4.3	138,014	117,535	8,404	High
M3	2,012	Africa	Black	Hybrid	Automatic	2.8	110,638	59,662	5,529	Low
3 Series	2,019	Asia	Silver	Hybrid	Automatic	2.9	106,406	86,105	5,719	Low
M3	2,011	North America	Red	Diesel	Automatic	2.6	179,452	110,766	4,709	Low
X5	2,022	Middle East	Grey	Petrol	Manual	3	91,868	46,951	6,053	Low
X5	2,012	Asia	Red	Petrol	Automatic	3.6	84,786	60,233	3,615	Low
X3	2,019	Europe	Grey	Petrol	Manual	3.2	142,228	96,697	5,364	Low
X6	2,010	Asia	Grey	Electric	Automatic	4.4	47,586	105,933	6,081	Low
3 Series	2,014	Asia	Red	Electric	Automatic	4.7	77,728	111,963	9,110	High
X1	2,023	Asia	Red	Diesel	Manual	3.1	192,788	54,701	9,248	High
5 Series	2,024	Europe	Black	Hybrid	Automatic	2.3	130,179	91,979	8,539	High
X1	2,021	North America	White	Diesel	Manual	4.8	154,936	73,794	2,041	Low
3 Series	2,014	Asia	Red	Diesel	Manual	4.1	156,811	87,156	4,210	Low
X5	2,021	South America	Blue	Hybrid	Automatic	3.7	21,114	107,713	2,441	Low
X1	2,020	Europe	Red	Hybrid	Manual	4.1	56,457	36,599	2,333	Low
5 Series	2,016	Europe	Blue	Hybrid	Automatic	1.8	131,650	104,876	9,700	High
X3	2,013	Europe	White	Electric	Automatic	1.7	168,071	76,233	6,542	Low
M5	2,012	Europe	Black	Electric	Manual	2	153,924	51,487	3,969	Low
M3	2,010	Europe	Silver	Hybrid	Manual	2	165,475	117,926	6,252	Low
i8	2,021	South America	Grey	Diesel	Automatic	3	177,391	35,102	3,994	Low
X5	2,024	Africa	Silver	Diesel	Automatic	2.1	105,621	80,833	4,091	Low
i3	2,017	Middle East	Silver	Hybrid	Manual	4.5	77,858	66,839	7,504	High
X5	2,022	Asia	Silver	Electric	Automatic	3.5	38,531	72,432	8,076	High
i3	2,012	Asia	Silver	Petrol	Automatic	2.8	168,847	101,687	1,259	Low
X6	2,022	North America	White	Electric	Manual	1.7	106,404	89,119	6,766	Low
i8	2,024	South America	Black	Electric	Manual	3.6	124,693	31,190	8,573	High
M3	2,011	South America	Blue	Hybrid	Manual	1.9	180,797	92,237	7,722	High
M5	2,020	North America	Silver	Petrol	Automatic	4.1	18,555	69,580	3,851	Low
3 Series	2,013	North America	Silver	Diesel	Manual	4.3	44,539	60,666	4,717	Low
X6	2,012	Europe	White	Hybrid	Automatic	3.4	96,955	113,930	7,302	High
5 Series	2,022	Europe	White	Electric	Manual	2	7,706	75,901	8,547	High
X6	2,010	Europe	Silver	Electric	Manual	4.3	174,119	70,768	3,993	Low
5 Series	2,012	South America	Blue	Petrol	Automatic	2.6	126,406	72,674	9,547	High
5 Series	2,021	Middle East	Red	Petrol	Automatic	2.3	100,713	95,262	3,784	Low
X1	2,011	Africa	Blue	Electric	Automatic	3.1	132,321	73,905	7,547	High
X3	2,017	Europe	Grey	Electric	Automatic	4.7	151,069	109,534	287	Low
X5	2,015	Middle East	Blue	Electric	Manual	2.5	58,584	44,131	6,685	Low
7 Series	2,018	North America	White	Petrol	Automatic	4.7	71,973	32,788	7,421	High
3 Series	2,017	Middle East	Red	Hybrid	Automatic	1.7	134,670	81,493	6,430	Low
M5	2,019	Middle East	Blue	Petrol	Automatic	1.8	80,365	117,846	9,374	High
X3	2,012	Asia	Red	Diesel	Manual	3.9	171,931	62,931	6,657	Low
3 Series	2,014	Middle East	Red	Hybrid	Automatic	2.2	31,546	75,087	515	Low
X3	2,016	Europe	Grey	Petrol	Automatic	2.6	129,319	111,178	2,590	Low
i8	2,014	Asia	Blue	Electric	Manual	2	139,336	73,492	7,037	High
X5	2,017	Africa	Red	Electric	Automatic	2.7	94,696	70,201	6,080	Low
X3	2,021	Europe	Silver	Petrol	Automatic	2.5	43,221	85,916	4,694	Low
7 Series	2,014	South America	Grey	Petrol	Manual	4.1	57,766	66,646	9,160	High
X5	2,010	Africa	Blue	Hybrid	Manual	4	67,943	119,148	6,452	Low
i3	2,014	Asia	Blue	Hybrid	Automatic	4.8	84,347	31,718	5,699	Low
3 Series	2,013	Europe	Silver	Petrol	Automatic	4	153,911	56,988	7,701	High
5 Series	2,015	Asia	Black	Petrol	Automatic	3.9	96,590	118,625	3,577	Low
M3	2,012	North America	Grey	Hybrid	Manual	3.9	31,778	82,023	3,002	Low
i3	2,024	South America	Black	Diesel	Manual	4.6	62,964	32,596	3,414	Low
i3	2,020	Europe	Black	Hybrid	Automatic	2.5	193,498	79,599	9,980	High
X1	2,014	Asia	Silver	Diesel	Manual	2.6	187,408	60,976	201	Low
X6	2,011	Middle East	White	Hybrid	Automatic	4.1	151,698	69,462	3,938	Low
X1	2,020	Asia	Blue	Petrol	Automatic	2.3	129,297	88,921	1,090	Low
7 Series	2,015	North America	Grey	Hybrid	Manual	4.7	111,433	43,930	5,812	Low
5 Series	2,022	Europe	Red	Electric	Automatic	3.4	98,689	70,283	6,713	Low
3 Series	2,024	Africa	Red	Electric	Automatic	2.6	110,657	65,319	818	Low
7 Series	2,021	South America	Blue	Petrol	Manual	4.2	145,072	38,063	8,914	High
X5	2,015	Africa	Blue	Hybrid	Manual	2.6	80,366	96,688	8,244	High
i8	2,014	Middle East	Silver	Electric	Automatic	4.9	2,127	36,940	7,777	High
X6	2,015	Asia	Blue	Diesel	Automatic	4.9	198,943	83,370	3,388	Low
i8	2,020	Europe	Grey	Electric	Automatic	3.8	102,821	64,537	5,524	Low
3 Series	2,016	Europe	Black	Petrol	Automatic	1.9	61,721	69,744	7,886	High
X5	2,021	Africa	Black	Diesel	Automatic	2.4	76,895	58,251	1,930	Low
5 Series	2,014	Africa	White	Diesel	Automatic	3.3	137,057	84,948	1,895	Low
M5	2,010	Middle East	Silver	Petrol	Automatic	4.5	64,564	119,178	5,500	Low
X6	2,017	Asia	Black	Petrol	Automatic	2.1	44,465	70,607	723	Low
X5	2,013	North America	Black	Petrol	Manual	1.9	6,627	90,860	5,132	Low
i8	2,018	Middle East	White	Diesel	Manual	1.8	183,166	63,532	3,116	Low
M3	2,023	North America	Red	Diesel	Automatic	3.3	40,004	116,261	2,451	Low
X6	2,019	North America	Grey	Diesel	Manual	4.6	130,719	86,203	3,618	Low
5 Series	2,021	Middle East	White	Petrol	Manual	1.6	41,031	108,211	6,274	Low
M3	2,015	Asia	Red	Hybrid	Manual	2.2	4,757	112,343	5,151	Low
X1	2,010	Middle East	White	Electric	Manual	3.9	40,816	96,841	2,540	Low
M5	2,012	Asia	Silver	Electric	Manual	4.4	179,045	46,277	6,337	Low
M3	2,012	South America	Blue	Petrol	Manual	4.3	64,046	116,020	6,847	Low
X6	2,019	Asia	White	Hybrid	Automatic	4.2	41,216	45,167	581	Low
M5	2,021	North America	Silver	Hybrid	Automatic	2	198,218	103,367	4,365	Low
X3	2,021	Africa	Silver	Diesel	Manual	2.9	107,813	57,356	1,355	Low
i8	2,013	North America	Grey	Diesel	Automatic	4.9	165,558	102,051	1,453	Low
i3	2,015	North America	Blue	Diesel	Automatic	5	76,421	114,251	5,831	Low
M5	2,024	Middle East	Black	Diesel	Manual	3.6	80,467	94,539	8,496	High
i3	2,016	Middle East	Blue	Diesel	Automatic	4	17,663	38,614	4,277	Low
3 Series	2,019	Middle East	Black	Hybrid	Automatic	4.8	180,115	53,004	6,572	Low

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