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	Asia	Grey	Diesel	Manual	3.3	448	76,019	4,918	Low
3 Series	2,014	South America	Red	Diesel	Automatic	2.3	11,915	67,775	1,914	Low
X6	2,019	Europe	Black	Petrol	Manual	3.4	10,165	110,467	6,715	Low
3 Series	2,013	Asia	Black	Hybrid	Automatic	3.1	30,349	90,515	1,623	Low
i3	2,014	North America	Silver	Diesel	Manual	3.2	64,080	57,255	2,084	Low
M3	2,012	Asia	Silver	Diesel	Automatic	1.9	129,567	65,166	896	Low
M3	2,022	Asia	Grey	Petrol	Manual	3	90,594	30,508	9,122	High
X3	2,021	Middle East	Blue	Hybrid	Automatic	4.2	36,091	41,566	6,862	Low
i8	2,018	Africa	Grey	Diesel	Manual	2.9	195,322	119,308	156	Low
5 Series	2,017	Europe	Blue	Electric	Automatic	3.2	9,751	111,344	6,038	Low
3 Series	2,023	Africa	Red	Electric	Automatic	4.9	178,086	84,716	7,252	High
3 Series	2,015	Middle East	Black	Hybrid	Automatic	4.6	156,482	86,745	1,645	Low
i3	2,024	Europe	Silver	Electric	Automatic	4.8	60,367	55,114	3,350	Low
X6	2,023	North America	Red	Diesel	Manual	1.8	181,143	84,402	1,878	Low
X5	2,010	Europe	Blue	Diesel	Manual	3.7	129,011	48,463	711	Low
X1	2,013	North America	Red	Hybrid	Automatic	2.3	159,817	64,512	6,566	Low
X3	2,016	South America	Red	Hybrid	Manual	2.9	59,153	51,446	1,454	Low
X5	2,019	South America	Grey	Hybrid	Automatic	3.9	187,285	90,991	7,742	High
X6	2,014	South America	Blue	Hybrid	Manual	3.5	138,344	94,764	9,590	High
i3	2,013	North America	Grey	Petrol	Manual	3.3	158,004	64,682	537	Low
X3	2,018	North America	Red	Diesel	Manual	4.4	154,294	73,635	111	Low
i8	2,017	Europe	Red	Hybrid	Automatic	3.9	18,962	67,124	8,197	High
7 Series	2,024	Asia	Silver	Petrol	Manual	4.4	118,330	96,161	6,310	Low
X1	2,012	Europe	Silver	Hybrid	Manual	4.8	90,433	97,892	5,334	Low
i8	2,023	North America	Silver	Hybrid	Automatic	4	122,215	111,458	2,969	Low
3 Series	2,015	South America	Black	Petrol	Manual	2.9	11,190	31,199	5,512	Low
X1	2,021	Asia	Red	Diesel	Manual	2.2	34,051	64,103	2,379	Low
M3	2,023	Europe	White	Diesel	Manual	2.4	80,717	68,786	9,080	High
M5	2,023	Asia	Grey	Electric	Automatic	2.9	10,835	44,328	1,322	Low
3 Series	2,021	North America	Black	Petrol	Manual	4.1	31,359	63,863	2,454	Low
X1	2,013	Africa	Black	Hybrid	Manual	1.6	109,887	73,818	8,480	High
X3	2,016	Asia	White	Electric	Manual	4.3	81,318	100,139	7,409	High
i3	2,010	Africa	Red	Petrol	Automatic	4.2	65,917	45,485	9,673	High
X1	2,010	Middle East	White	Petrol	Manual	3.2	2,777	84,017	2,787	Low
3 Series	2,023	South America	White	Hybrid	Manual	2.9	41,240	36,034	7,954	High
7 Series	2,024	North America	Grey	Petrol	Automatic	1.9	48,199	58,511	3,615	Low
7 Series	2,021	South America	Grey	Hybrid	Manual	2.5	135,847	42,822	5,989	Low
i3	2,021	North America	White	Petrol	Manual	1.9	42,016	106,304	648	Low
M5	2,015	Europe	Silver	Petrol	Manual	4.4	93,277	53,843	4,670	Low
i3	2,019	South America	Silver	Hybrid	Automatic	3.3	23,243	107,503	4,223	Low
i8	2,020	Africa	Red	Petrol	Automatic	2.4	190,250	72,702	5,257	Low
i8	2,022	Asia	Black	Petrol	Manual	1.6	163,342	76,444	8,306	High
M3	2,022	South America	Red	Electric	Automatic	3.3	121,700	101,195	4,961	Low
X1	2,023	Asia	Grey	Diesel	Automatic	4.1	95,339	48,665	5,884	Low
5 Series	2,016	North America	Silver	Diesel	Manual	4.2	53,563	38,378	2,188	Low
M3	2,022	Middle East	Red	Electric	Manual	2.3	17,432	91,866	1,890	Low
M5	2,018	Africa	Grey	Hybrid	Manual	5	121,315	52,634	5,450	Low
X1	2,024	Asia	Grey	Electric	Automatic	3.5	11,237	74,346	3,584	Low
X3	2,016	Africa	Red	Petrol	Manual	2.7	77,872	89,918	5,412	Low
X3	2,018	Asia	Black	Petrol	Automatic	2.9	103,104	108,322	3,275	Low
i8	2,019	Europe	Blue	Electric	Manual	1.9	19,237	102,527	2,341	Low
5 Series	2,023	Middle East	White	Diesel	Manual	3.2	93,966	60,037	2,526	Low
M5	2,018	North America	Black	Hybrid	Automatic	4.1	100,423	40,344	1,938	Low
M5	2,023	Europe	White	Electric	Automatic	2.9	80,176	78,018	6,483	Low
X1	2,023	Europe	Silver	Petrol	Manual	4.5	15,133	97,961	8,401	High
X5	2,017	Europe	Black	Hybrid	Manual	3.2	833	43,773	8,433	High
i3	2,016	South America	Silver	Electric	Manual	4.7	96,173	109,535	3,414	Low
7 Series	2,021	Asia	Red	Petrol	Manual	4	29,106	30,986	8,248	High
M3	2,012	Europe	Red	Diesel	Automatic	1.7	102,094	95,910	1,589	Low
X3	2,020	Middle East	Grey	Petrol	Manual	1.7	100,829	64,999	4,209	Low
M5	2,023	Asia	Red	Hybrid	Automatic	4.3	67,696	107,133	2,768	Low
M3	2,012	North America	Black	Hybrid	Manual	2.7	169,403	107,756	3,528	Low
7 Series	2,020	South America	Black	Electric	Automatic	2.2	103,849	91,853	1,694	Low
X5	2,014	Africa	Grey	Electric	Manual	4.5	186,667	47,217	4,366	Low
i8	2,016	Africa	Red	Diesel	Manual	4.9	117,765	91,551	1,955	Low
M5	2,022	Africa	Black	Hybrid	Automatic	4.3	130,966	87,589	1,963	Low
5 Series	2,021	Middle East	White	Hybrid	Automatic	4	175,699	119,072	6,431	Low
X6	2,019	South America	Blue	Electric	Manual	1.5	128,303	107,777	3,988	Low
X6	2,016	Europe	White	Hybrid	Manual	1.9	22,584	85,142	7,117	High
5 Series	2,010	Africa	Silver	Hybrid	Automatic	3.8	177,475	115,589	5,598	Low
X5	2,017	Asia	Black	Hybrid	Automatic	2.9	108,122	74,618	7,704	High
X3	2,010	Asia	Black	Hybrid	Manual	1.6	22,331	69,943	9,935	High
i8	2,022	North America	Grey	Petrol	Manual	4.1	181,801	76,943	2,551	Low
X3	2,023	South America	Black	Diesel	Automatic	3	56,876	111,636	3,519	Low
X3	2,020	Africa	White	Petrol	Manual	3.8	55,824	32,582	7,849	High
7 Series	2,013	Europe	Black	Hybrid	Manual	3.1	170,132	39,189	5,534	Low
3 Series	2,011	Africa	Blue	Electric	Automatic	1.6	24,802	30,489	1,009	Low
X6	2,014	South America	Grey	Electric	Manual	3.7	67,746	84,937	7,081	High
5 Series	2,015	Africa	Grey	Diesel	Automatic	4.3	126,780	49,398	1,439	Low
i3	2,013	Europe	Black	Petrol	Automatic	2	148,342	111,455	144	Low
M5	2,023	Africa	Silver	Hybrid	Automatic	4.6	79,586	85,900	619	Low
5 Series	2,021	Africa	Blue	Electric	Automatic	2.1	55,603	112,683	1,853	Low
i8	2,022	Middle East	Grey	Hybrid	Manual	3	189,587	46,163	8,809	High
3 Series	2,013	Middle East	Grey	Diesel	Manual	3.3	162,786	61,967	5,681	Low
X3	2,016	North America	Blue	Diesel	Manual	2.6	73,581	90,690	5,380	Low
X6	2,020	South America	White	Electric	Manual	3.3	161,415	52,267	8,146	High
7 Series	2,013	South America	Red	Diesel	Automatic	4	132,377	83,605	2,763	Low
X3	2,011	South America	Blue	Electric	Manual	4	32,256	76,553	1,825	Low
7 Series	2,013	South America	Blue	Electric	Manual	4.7	164,282	44,443	2,335	Low
i8	2,016	Asia	Blue	Hybrid	Automatic	4.5	151,320	90,510	9,223	High
i3	2,010	South America	White	Petrol	Manual	4.9	19,076	49,624	1,554	Low
X5	2,024	Africa	Blue	Hybrid	Automatic	3.6	141,465	100,604	6,201	Low
X3	2,013	North America	Red	Hybrid	Manual	2.9	70,179	118,962	9,401	High
i8	2,015	South America	Silver	Electric	Automatic	2.3	170,502	72,413	5,610	Low
5 Series	2,017	South America	Blue	Petrol	Automatic	2.4	146,010	51,084	7,186	High
7 Series	2,017	North America	Blue	Diesel	Automatic	2	92,167	111,183	434	Low
M5	2,022	South America	Blue	Electric	Automatic	4	182,677	85,771	6,760	Low
i8	2,018	Middle East	Grey	Electric	Manual	3.8	140,039	60,027	1,490	Low
7 Series	2,014	Africa	White	Electric	Manual	2.5	107,161	115,203	4,172	Low
X5	2,023	Africa	Red	Petrol	Manual	4.6	195,104	90,292	6,880	Low

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