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
5 Series	2,011	Asia	Grey	Diesel	Manual	3.4	132,394	66,637	7,590	High
X5	2,012	Europe	Black	Electric	Manual	1.7	146,067	73,632	2,209	Low
X6	2,011	North America	Red	Petrol	Automatic	1.7	171,335	101,538	8,571	High
3 Series	2,018	South America	Grey	Hybrid	Manual	2	198,518	81,210	2,645	Low
5 Series	2,015	Middle East	Blue	Diesel	Manual	2.2	84,850	45,878	2,309	Low
M5	2,023	Africa	Red	Hybrid	Manual	4.6	3,585	85,920	3,299	Low
X6	2,020	South America	Red	Diesel	Manual	4.2	125,483	95,026	7,238	High
i3	2,021	Middle East	White	Petrol	Manual	2.2	35,310	39,316	9,423	High
i8	2,010	Europe	Black	Hybrid	Manual	2.4	121,752	87,368	6,812	Low
X1	2,012	North America	Blue	Diesel	Automatic	3.7	24,259	104,916	8,556	High
X5	2,016	Middle East	White	Petrol	Manual	4.6	110,274	85,507	2,373	Low
i8	2,016	Europe	Silver	Hybrid	Automatic	2.6	20,214	67,210	3,775	Low
X5	2,014	Africa	Silver	Electric	Manual	3.3	1,320	108,250	5,495	Low
X3	2,012	Europe	Silver	Hybrid	Manual	4.6	76,594	96,731	7,140	High
5 Series	2,022	Asia	Grey	Electric	Automatic	4.2	38,931	100,483	1,919	Low
i3	2,024	Europe	Blue	Diesel	Automatic	4.6	54,609	112,543	1,697	Low
5 Series	2,016	Africa	Red	Hybrid	Manual	2.5	145,048	109,316	711	Low
7 Series	2,014	Asia	Red	Petrol	Automatic	3.9	22,577	86,674	928	Low
i3	2,015	Middle East	Grey	Diesel	Manual	1.9	35,494	98,735	4,984	Low
X5	2,012	North America	Silver	Petrol	Automatic	3.7	18,310	106,246	5,292	Low
M5	2,015	South America	White	Diesel	Manual	2.6	63,239	118,570	5,326	Low
X6	2,016	Europe	Grey	Petrol	Manual	4	79,140	52,955	1,174	Low
M3	2,023	North America	Black	Hybrid	Manual	2	196,661	52,075	7,991	High
X6	2,017	North America	Red	Hybrid	Manual	3.8	54,591	45,735	7,048	High
X5	2,011	North America	Black	Hybrid	Manual	4	31,687	87,565	4,271	Low
X1	2,011	Asia	Silver	Electric	Manual	4.5	47,699	98,376	4,611	Low
X6	2,023	Asia	Grey	Electric	Manual	3.9	150,061	56,589	9,625	High
X3	2,015	Europe	Silver	Diesel	Manual	3.3	11,615	94,644	6,411	Low
X6	2,017	Asia	Grey	Petrol	Automatic	4.2	145,689	39,625	768	Low
X6	2,014	Middle East	Blue	Hybrid	Automatic	2.5	28,238	112,683	3,818	Low
i3	2,023	Middle East	Blue	Hybrid	Manual	3.9	51,871	103,092	9,800	High
M5	2,010	Middle East	Blue	Petrol	Automatic	4	194,990	33,341	6,018	Low
i3	2,020	Asia	Blue	Petrol	Manual	2.9	115,465	50,823	5,155	Low
X6	2,010	Asia	Red	Diesel	Manual	5	88,779	91,397	7,322	High
X1	2,019	South America	Red	Petrol	Automatic	2.7	187,162	75,415	3,060	Low
5 Series	2,018	South America	Black	Diesel	Automatic	1.8	159,500	69,615	482	Low
5 Series	2,013	Africa	Black	Diesel	Automatic	2.6	144,251	116,260	1,582	Low
X1	2,021	Middle East	Blue	Electric	Automatic	1.8	32,777	67,966	1,271	Low
3 Series	2,019	Middle East	Grey	Diesel	Manual	2.7	192,653	67,476	437	Low
i3	2,010	Africa	Red	Petrol	Automatic	1.9	78,099	54,309	2,038	Low
X6	2,020	Europe	Silver	Diesel	Automatic	3	140,695	105,492	6,058	Low
3 Series	2,017	Middle East	Grey	Hybrid	Manual	4.2	170,329	46,022	235	Low
X1	2,011	Asia	Black	Electric	Manual	1.7	112,570	95,181	8,106	High
3 Series	2,021	South America	Silver	Petrol	Manual	3.5	99,293	51,528	3,700	Low
X6	2,011	North America	Red	Electric	Manual	1.7	125,101	111,003	7,652	High
i3	2,010	Africa	White	Hybrid	Manual	4.6	199,317	79,410	4,818	Low
i3	2,010	Africa	Black	Hybrid	Automatic	4.7	120,102	38,281	9,813	High
X6	2,018	Africa	Red	Electric	Manual	3.2	34,860	91,069	2,775	Low
X5	2,022	Asia	White	Hybrid	Automatic	4.2	50,397	93,512	1,465	Low
3 Series	2,010	North America	Black	Electric	Automatic	3.6	9,979	70,745	882	Low
X6	2,015	Middle East	Silver	Hybrid	Manual	2.7	80,273	42,454	9,653	High
7 Series	2,021	Middle East	Black	Hybrid	Manual	2.4	40,931	66,944	8,090	High
X1	2,016	North America	Blue	Hybrid	Automatic	4.2	114,824	31,047	9,496	High
3 Series	2,013	Europe	Blue	Hybrid	Manual	3	131,089	108,285	2,954	Low
i8	2,014	Asia	White	Diesel	Manual	4.7	21,951	92,132	2,093	Low
5 Series	2,013	Africa	Red	Diesel	Automatic	4.9	42,123	95,914	8,786	High
i8	2,013	South America	Black	Electric	Manual	2.2	36,938	56,202	5,077	Low
3 Series	2,019	Europe	Blue	Diesel	Manual	3.5	99,072	54,765	2,233	Low
X6	2,024	South America	Red	Electric	Automatic	3.4	103,616	74,395	4,030	Low
3 Series	2,024	Middle East	White	Hybrid	Automatic	4.5	31,514	106,554	2,649	Low
X6	2,010	South America	Grey	Petrol	Manual	3.9	75,206	48,315	936	Low
M3	2,015	Middle East	Grey	Diesel	Manual	3.6	109,623	75,163	6,083	Low
X6	2,023	South America	Silver	Hybrid	Manual	3.9	2,257	72,084	5,560	Low
M3	2,019	Asia	Black	Petrol	Manual	2.9	104,686	69,712	9,038	High
X3	2,023	Middle East	Silver	Diesel	Automatic	4.9	173,372	114,140	1,020	Low
M5	2,019	Middle East	White	Petrol	Automatic	1.7	126,738	89,316	6,665	Low
X1	2,016	South America	Grey	Diesel	Automatic	1.6	29,093	99,936	6,853	Low
M3	2,016	North America	Silver	Diesel	Automatic	3	82,728	73,921	1,412	Low
M3	2,017	Africa	Blue	Hybrid	Manual	2	23,954	92,211	7,344	High
7 Series	2,016	South America	Blue	Petrol	Automatic	3.4	125,123	113,618	1,847	Low
7 Series	2,015	Asia	Black	Petrol	Automatic	1.5	77,508	45,928	3,244	Low
M5	2,021	Africa	White	Diesel	Manual	3.1	121,873	48,512	6,287	Low
X5	2,024	Middle East	Grey	Electric	Manual	2.5	135,336	102,311	8,930	High
i8	2,017	Asia	Black	Hybrid	Manual	2.2	9,444	30,527	2,875	Low
M3	2,012	Middle East	Red	Electric	Automatic	3.1	72,219	106,226	5,625	Low
X5	2,018	Asia	Red	Hybrid	Automatic	4.5	8,592	33,580	828	Low
7 Series	2,012	Middle East	Red	Diesel	Automatic	3.8	101,903	78,658	4,320	Low
i8	2,013	North America	Blue	Electric	Manual	2.1	70,864	109,314	3,369	Low
X1	2,022	Middle East	Black	Hybrid	Automatic	3.2	77,369	119,741	143	Low
3 Series	2,019	South America	Blue	Petrol	Manual	4.8	193,946	66,011	7,570	High
X6	2,023	Africa	Grey	Electric	Automatic	3	86,400	78,570	3,267	Low
X5	2,015	Europe	Red	Petrol	Automatic	3.1	169,900	111,366	9,153	High
M5	2,021	Asia	Blue	Petrol	Automatic	4.8	56,218	67,132	8,881	High
M3	2,023	Asia	Blue	Petrol	Automatic	2	150,562	112,664	3,050	Low
i8	2,021	Middle East	Black	Hybrid	Automatic	4.1	140,964	44,044	8,946	High
7 Series	2,017	Africa	Red	Diesel	Automatic	2.5	41,519	114,535	653	Low
7 Series	2,012	Middle East	Silver	Electric	Manual	4.5	166,833	71,534	2,546	Low
X1	2,022	South America	Silver	Hybrid	Manual	1.7	110,717	65,518	6,799	Low
5 Series	2,019	Asia	Grey	Diesel	Automatic	5	177,697	80,698	2,345	Low
i8	2,015	Middle East	Red	Hybrid	Automatic	4.2	34,813	104,172	2,016	Low
3 Series	2,014	Middle East	Silver	Diesel	Manual	2.5	92,864	34,721	588	Low
M5	2,014	South America	Black	Electric	Manual	4.2	41,114	75,128	6,734	Low
i3	2,014	North America	Silver	Petrol	Automatic	4.7	34,423	74,610	1,653	Low
7 Series	2,018	South America	Silver	Petrol	Manual	1.9	18,135	34,636	4,472	Low
X6	2,022	North America	Red	Petrol	Manual	4.7	104,852	103,938	5,389	Low
5 Series	2,016	South America	Black	Electric	Automatic	2.8	27,431	107,059	3,583	Low
3 Series	2,021	Asia	Blue	Diesel	Manual	1.5	166,724	89,514	5,114	Low
M3	2,018	North America	Blue	Petrol	Automatic	1.9	93,624	102,231	5,270	Low
i3	2,024	Asia	White	Diesel	Manual	4.6	57,768	115,374	9,087	High
X6	2,018	Europe	White	Diesel	Manual	4.9	67,025	67,007	8,191	High

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