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	2,018	North America	Black	Diesel	Manual	1.9	139,191	107,240	1,854	Low
X6	2,024	Asia	Grey	Diesel	Manual	2.3	24,909	34,743	3,390	Low
7 Series	2,022	South America	Red	Petrol	Automatic	3.4	78,608	97,165	5,116	Low
X1	2,014	Africa	Grey	Hybrid	Manual	3.5	103,356	30,938	1,123	Low
X5	2,023	Europe	Blue	Electric	Automatic	3.6	176,819	48,615	8,574	High
M3	2,014	Asia	White	Hybrid	Manual	3.5	7,760	79,798	937	Low
i3	2,018	South America	White	Hybrid	Manual	3.2	172,727	111,768	4,925	Low
X6	2,017	Middle East	Silver	Electric	Manual	4.3	7,396	76,701	6,989	Low
5 Series	2,016	Africa	Red	Diesel	Manual	4.8	10,802	113,859	4,150	Low
X5	2,017	Africa	Red	Petrol	Manual	2.4	21,287	39,740	8,829	High
i8	2,015	South America	Blue	Hybrid	Manual	2	144,840	96,787	5,877	Low
i8	2,012	Asia	Silver	Diesel	Automatic	3	88,820	89,080	6,306	Low
i8	2,016	Asia	Black	Electric	Manual	1.6	43,292	64,575	3,984	Low
3 Series	2,017	Middle East	Red	Diesel	Manual	4.6	152,496	113,502	5,288	Low
X6	2,024	Europe	White	Electric	Automatic	2.3	59,258	70,078	9,135	High
X3	2,017	Asia	Black	Petrol	Manual	3.4	97,199	115,442	4,830	Low
7 Series	2,010	Middle East	Black	Electric	Automatic	1.9	134,069	32,820	3,441	Low
X1	2,016	South America	Blue	Electric	Automatic	3.4	58,539	108,636	8,488	High
3 Series	2,012	Africa	Grey	Electric	Manual	1.6	107,188	48,008	2,113	Low
3 Series	2,011	Middle East	White	Diesel	Manual	4.2	84,955	84,234	9,458	High
7 Series	2,023	Middle East	Red	Diesel	Automatic	4.8	9,981	117,514	1,180	Low
3 Series	2,011	North America	Red	Petrol	Manual	2.6	74,426	104,226	5,543	Low
X5	2,023	Asia	Blue	Diesel	Manual	2.4	168,405	117,437	2,860	Low
7 Series	2,024	South America	Grey	Hybrid	Automatic	3.1	43,788	40,560	9,387	High
i8	2,023	North America	White	Hybrid	Automatic	3.7	146,703	65,499	8,828	High
i3	2,017	North America	Blue	Diesel	Manual	2.2	67,371	72,198	6,836	Low
X5	2,018	Middle East	Black	Petrol	Manual	4.3	172,987	117,367	9,665	High
3 Series	2,012	South America	Blue	Electric	Manual	2.2	199,619	90,593	4,475	Low
X5	2,023	South America	Silver	Electric	Automatic	1.5	101,638	81,243	3,356	Low
7 Series	2,012	Europe	Grey	Electric	Automatic	3.3	152,397	57,321	6,163	Low
M5	2,015	Europe	Blue	Hybrid	Automatic	1.9	95,236	63,107	3,096	Low
5 Series	2,020	Asia	White	Diesel	Manual	3.9	153,855	110,384	5,167	Low
3 Series	2,019	Europe	Grey	Petrol	Automatic	2.1	84,230	54,014	9,599	High
X1	2,010	Europe	Red	Electric	Automatic	4.4	167,881	43,126	9,986	High
M3	2,015	Asia	Silver	Diesel	Automatic	3.1	48,145	81,707	6,165	Low
M3	2,021	South America	Blue	Hybrid	Automatic	3.5	148,162	54,713	7,103	High
M3	2,012	Asia	Grey	Hybrid	Manual	2.2	37,260	44,600	9,367	High
X1	2,020	Middle East	Blue	Hybrid	Automatic	2	85,324	51,766	3,744	Low
X1	2,013	South America	White	Electric	Automatic	3.7	94,384	113,888	3,213	Low
X1	2,018	Africa	Grey	Petrol	Automatic	2.4	150,171	33,234	5,599	Low
X3	2,012	Asia	Blue	Hybrid	Manual	2.9	34,063	90,579	9,496	High
3 Series	2,010	Middle East	White	Electric	Manual	3.2	145,746	68,343	2,537	Low
M5	2,012	South America	White	Petrol	Manual	2.3	61,719	100,089	358	Low
X6	2,016	South America	Black	Hybrid	Manual	4.3	52,532	46,641	3,715	Low
X1	2,022	North America	White	Diesel	Manual	4.8	35,496	40,985	5,930	Low
i8	2,016	South America	Grey	Petrol	Automatic	3	23,312	66,179	474	Low
3 Series	2,020	Middle East	Red	Electric	Automatic	4.7	169,658	60,065	6,878	Low
X3	2,014	Africa	Blue	Electric	Manual	4.6	33,242	94,793	7,049	High
M5	2,023	Africa	Blue	Petrol	Manual	2.1	157,585	98,606	1,195	Low
X3	2,010	Asia	Black	Electric	Manual	2.1	7,201	35,100	5,171	Low
i3	2,020	Africa	Black	Petrol	Manual	3.2	179,647	87,695	4,008	Low
X6	2,017	Europe	Red	Electric	Manual	3.3	194,392	87,001	2,405	Low
5 Series	2,019	North America	Red	Electric	Manual	2.7	115,887	70,819	366	Low
7 Series	2,017	Asia	White	Hybrid	Automatic	2.6	5,544	117,318	6,018	Low
3 Series	2,019	Middle East	Red	Diesel	Automatic	3	128,529	33,565	6,867	Low
7 Series	2,021	South America	Grey	Electric	Automatic	3.9	148,723	70,612	6,033	Low
X6	2,019	Africa	White	Diesel	Manual	1.8	75,007	53,870	8,826	High
3 Series	2,022	Asia	Blue	Hybrid	Automatic	4	77,852	100,430	8,841	High
3 Series	2,019	Europe	Blue	Diesel	Manual	4.7	50,786	83,458	4,651	Low
M3	2,011	South America	Red	Electric	Manual	4.2	7,194	47,833	4,833	Low
i3	2,019	Africa	Grey	Diesel	Manual	2.2	155,199	117,161	1,067	Low
X1	2,012	Europe	Red	Hybrid	Automatic	1.8	47,366	94,087	2,441	Low
X6	2,013	Asia	Blue	Petrol	Automatic	3.2	77,301	77,971	8,377	High
i8	2,010	South America	Red	Hybrid	Manual	4.8	195,568	66,337	8,411	High
i8	2,013	Middle East	Grey	Electric	Automatic	4.4	134,321	116,582	9,184	High
3 Series	2,014	Middle East	Silver	Electric	Automatic	3.5	61,550	116,830	2,868	Low
X6	2,012	Asia	Blue	Petrol	Automatic	2	198,641	71,055	5,314	Low
X3	2,023	Middle East	Blue	Hybrid	Manual	4	76,398	82,352	956	Low
X1	2,020	Middle East	Blue	Diesel	Automatic	4.3	189,703	98,187	8,214	High
3 Series	2,024	North America	White	Electric	Manual	4.8	91,380	66,888	4,364	Low
3 Series	2,019	South America	Grey	Diesel	Manual	3.6	105,892	93,914	1,437	Low
X6	2,011	South America	Silver	Petrol	Manual	3.3	25,333	81,579	6,802	Low
5 Series	2,022	Europe	Black	Petrol	Manual	3.7	48,785	30,409	2,429	Low
i8	2,015	Europe	Red	Electric	Automatic	4.8	24,988	39,735	3,491	Low
M5	2,017	Africa	Red	Petrol	Manual	3.7	1,204	69,363	5,619	Low
i8	2,016	Asia	Silver	Electric	Automatic	2.4	128,985	97,522	9,670	High
i8	2,020	North America	Silver	Petrol	Manual	3.7	55,324	85,482	4,245	Low
i8	2,023	South America	Blue	Petrol	Automatic	4.6	161,144	57,562	4,183	Low
X1	2,010	South America	Black	Diesel	Manual	3.5	981	100,570	3,155	Low
M5	2,013	Africa	Blue	Diesel	Manual	3.3	196,585	63,805	7,086	High
5 Series	2,012	Europe	Blue	Hybrid	Automatic	4.1	112,655	65,369	3,251	Low
X1	2,015	North America	Black	Electric	Automatic	3.8	140,802	85,042	6,652	Low
i3	2,018	Asia	Grey	Hybrid	Manual	1.7	19,734	57,094	4,568	Low
X5	2,018	South America	Blue	Diesel	Automatic	4	162,615	48,384	4,694	Low
i3	2,016	Africa	White	Hybrid	Manual	2.9	93,216	66,137	8,503	High
i3	2,024	South America	Red	Diesel	Manual	4.8	40,866	67,427	7,883	High
X5	2,021	Europe	Silver	Diesel	Automatic	4.9	46,477	119,954	9,373	High
X3	2,018	North America	White	Diesel	Automatic	3.1	108,080	45,057	190	Low
M3	2,017	Asia	Grey	Petrol	Manual	4.9	117,553	42,545	3,652	Low
7 Series	2,014	Middle East	Grey	Petrol	Automatic	2.6	36,633	32,636	164	Low
X6	2,018	Asia	Blue	Petrol	Automatic	3.9	8,393	98,199	5,091	Low
5 Series	2,023	Europe	Black	Diesel	Manual	1.8	10,539	119,519	9,786	High
i3	2,016	North America	Grey	Hybrid	Manual	2	129,732	116,208	5,964	Low
i3	2,014	Europe	White	Petrol	Manual	4.5	75,378	64,502	6,968	Low
7 Series	2,024	Europe	Silver	Hybrid	Manual	4.6	59,281	49,440	6,419	Low
3 Series	2,017	South America	Silver	Petrol	Automatic	3.4	81,120	77,050	6,451	Low
M3	2,024	Asia	White	Electric	Manual	2.7	110,725	79,201	3,565	Low
M5	2,016	Europe	Red	Hybrid	Manual	3.1	2,939	58,649	4,674	Low
X3	2,018	South America	Grey	Diesel	Automatic	4.5	120,590	112,712	207	Low
7 Series	2,019	South America	Blue	Petrol	Automatic	2.2	51,010	36,816	5,344	Low

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