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
X6	2,023	North America	Black	Hybrid	Automatic	2.5	128,779	92,582	4,274	Low
i3	2,016	Europe	White	Diesel	Manual	3	97,988	59,494	1,587	Low
M3	2,013	Middle East	Red	Petrol	Manual	3.5	130,827	56,482	2,346	Low
X5	2,017	Europe	Black	Electric	Automatic	3.1	91,568	58,200	3,544	Low
7 Series	2,016	Middle East	White	Electric	Manual	4.5	143,321	84,827	4,951	Low
7 Series	2,016	Middle East	Red	Diesel	Manual	1.6	4,466	86,400	4,685	Low
i3	2,018	Asia	Grey	Petrol	Manual	2.2	30,114	77,208	7,568	High
X6	2,010	North America	Grey	Diesel	Manual	4.6	121,297	47,031	3,466	Low
i3	2,019	North America	White	Electric	Automatic	1.7	1,512	63,583	7,123	High
5 Series	2,015	Africa	Silver	Petrol	Manual	2.3	85,501	79,200	6,297	Low
X3	2,015	North America	Red	Hybrid	Manual	2.7	45,506	84,580	542	Low
M5	2,015	Asia	Grey	Hybrid	Automatic	4.1	198,617	56,597	7,410	High
7 Series	2,022	North America	White	Petrol	Automatic	3.5	30,195	52,945	9,500	High
M5	2,021	South America	Blue	Hybrid	Automatic	4.8	77,615	95,175	4,224	Low
M3	2,015	Africa	Grey	Electric	Automatic	2.3	133,477	34,879	8,046	High
X3	2,021	Africa	Black	Petrol	Manual	4.6	79,769	96,812	3,625	Low
3 Series	2,019	North America	Silver	Hybrid	Automatic	2.5	121,704	40,980	381	Low
M5	2,016	South America	Silver	Electric	Automatic	2.4	82,880	90,295	7,886	High
X1	2,023	North America	Blue	Petrol	Manual	3.2	9,165	90,258	4,020	Low
X5	2,019	South America	Black	Electric	Automatic	1.7	104,370	109,369	6,640	Low
M5	2,015	Asia	Blue	Electric	Manual	2.8	12,642	51,394	8,008	High
X5	2,010	Asia	Silver	Diesel	Automatic	2.7	82,933	61,303	7,185	High
5 Series	2,012	South America	Grey	Diesel	Automatic	2.1	61,320	30,536	1,018	Low
i8	2,011	North America	White	Electric	Automatic	4.5	91,610	56,948	5,794	Low
M5	2,015	Middle East	Silver	Hybrid	Manual	2.9	13,032	51,579	6,585	Low
X6	2,017	Middle East	White	Electric	Automatic	4.9	151,711	88,847	8,805	High
X5	2,012	Africa	Silver	Diesel	Manual	4.6	39,492	53,151	4,369	Low
3 Series	2,019	Middle East	Grey	Petrol	Automatic	2.2	182,840	116,889	9,195	High
i8	2,017	South America	Silver	Electric	Automatic	3.3	182,367	71,553	9,103	High
M5	2,017	Europe	Black	Petrol	Automatic	3.6	188,062	89,068	2,197	Low
M5	2,014	South America	Red	Diesel	Manual	4.4	182,324	86,019	2,588	Low
5 Series	2,017	Africa	Silver	Hybrid	Automatic	4.6	98,142	72,049	5,197	Low
X6	2,015	Asia	White	Diesel	Manual	3.7	130,621	96,516	5,071	Low
5 Series	2,014	North America	White	Diesel	Manual	1.6	76,966	44,529	3,173	Low
X1	2,018	South America	Red	Electric	Automatic	3.2	104,454	83,271	2,244	Low
5 Series	2,023	South America	Black	Electric	Automatic	4.6	147,145	111,645	2,631	Low
X5	2,016	South America	Black	Hybrid	Manual	4	76,271	37,917	5,048	Low
X5	2,017	Europe	Red	Electric	Automatic	4.5	84,732	51,417	7,560	High
M5	2,010	South America	White	Hybrid	Automatic	3.9	184,926	53,035	7,676	High
X5	2,020	North America	Silver	Electric	Manual	1.7	169,772	68,601	1,168	Low
7 Series	2,011	North America	Grey	Petrol	Manual	4.9	146,052	56,135	5,670	Low
X6	2,017	Asia	Black	Electric	Automatic	4.7	126,751	32,350	228	Low
X1	2,021	North America	Red	Electric	Manual	1.9	97,933	117,353	3,800	Low
X5	2,018	North America	Silver	Petrol	Manual	1.9	185,479	59,286	303	Low
3 Series	2,013	North America	Silver	Hybrid	Manual	3.4	122,601	66,906	3,094	Low
M5	2,021	South America	Black	Electric	Automatic	4.1	16,552	41,635	8,588	High
M5	2,019	Middle East	White	Hybrid	Manual	2.8	90,613	61,990	9,629	High
3 Series	2,020	North America	Silver	Petrol	Automatic	2	185,958	119,581	3,953	Low
X5	2,019	Middle East	Red	Electric	Automatic	3.3	145,929	34,618	4,076	Low
X5	2,023	Africa	Grey	Petrol	Manual	2.7	39,417	50,924	4,345	Low
X3	2,018	North America	White	Petrol	Manual	2.7	44,551	50,202	8,046	High
X6	2,013	Europe	Blue	Electric	Automatic	3.8	13,008	32,512	5,054	Low
3 Series	2,019	Middle East	Grey	Petrol	Manual	4.6	26,675	110,908	9,756	High
i3	2,019	South America	Silver	Diesel	Manual	3.5	40,805	84,938	3,243	Low
X3	2,019	Europe	Blue	Hybrid	Automatic	3.9	165,106	119,754	8,068	High
5 Series	2,018	Europe	Black	Hybrid	Automatic	3.8	13,004	57,641	7,373	High
X3	2,020	South America	Silver	Electric	Manual	3.4	132,899	43,320	3,008	Low
X5	2,016	Europe	Black	Petrol	Manual	2.6	119,723	111,927	3,707	Low
M3	2,011	Europe	Red	Electric	Manual	2.8	190,382	60,162	3,160	Low
X3	2,018	Europe	Black	Hybrid	Manual	2.6	129,089	49,958	9,127	High
X6	2,013	South America	Grey	Diesel	Automatic	4.7	27,229	60,251	9,169	High
5 Series	2,017	Africa	Red	Petrol	Manual	4.4	192,914	109,637	1,565	Low
X6	2,023	Asia	Red	Hybrid	Manual	3.5	86,759	115,202	9,425	High
i8	2,016	Middle East	Grey	Diesel	Automatic	4.7	168,526	78,769	9,412	High
5 Series	2,022	North America	Blue	Petrol	Automatic	4.6	85,655	90,357	2,023	Low
X3	2,024	South America	Grey	Petrol	Manual	4.7	104,297	57,592	256	Low
X6	2,016	Europe	Blue	Diesel	Manual	2.3	192,460	39,380	8,711	High
X1	2,017	North America	Silver	Electric	Automatic	4	170,674	75,605	7,954	High
M5	2,010	Asia	Blue	Hybrid	Manual	3.6	77,056	98,081	7,605	High
X1	2,014	Africa	Grey	Hybrid	Automatic	4.1	182,378	89,817	1,218	Low
X3	2,011	Africa	Grey	Hybrid	Manual	2.4	72,465	92,228	6,403	Low
X1	2,011	Asia	Blue	Electric	Manual	3.9	21,106	81,731	8,958	High
X5	2,024	Asia	Red	Diesel	Manual	2.9	25,297	112,280	9,592	High
X1	2,010	South America	Silver	Petrol	Manual	4.4	92,082	51,575	1,924	Low
i3	2,014	North America	Silver	Hybrid	Automatic	4.3	40,742	48,218	1,110	Low
M5	2,011	Asia	Red	Electric	Automatic	2.2	156,644	100,199	1,532	Low
X6	2,013	Europe	White	Diesel	Manual	2.1	66,746	56,587	4,585	Low
7 Series	2,012	North America	Silver	Electric	Manual	4	102,666	40,568	4,973	Low
X1	2,012	North America	Red	Diesel	Automatic	3.4	94,363	68,280	8,692	High
i8	2,011	Africa	Black	Electric	Automatic	3.5	22,154	40,907	7,418	High
7 Series	2,022	Middle East	White	Hybrid	Automatic	4.1	187,231	91,989	6,783	Low
i8	2,015	Middle East	Silver	Diesel	Automatic	4.5	150,689	43,670	7,399	High
X3	2,011	Europe	White	Hybrid	Automatic	2.3	37,560	60,083	228	Low
M3	2,023	Middle East	Grey	Hybrid	Manual	3.4	57,600	88,962	6,376	Low
X1	2,023	South America	Red	Petrol	Automatic	4.4	132,238	102,677	2,095	Low
X6	2,017	South America	Black	Electric	Manual	4.6	68,503	89,872	483	Low
X6	2,017	North America	White	Electric	Automatic	2.5	100,263	68,455	9,617	High
3 Series	2,022	South America	Red	Petrol	Automatic	1.9	186,365	78,683	6,953	Low
X5	2,023	Africa	White	Hybrid	Manual	2.3	147,393	88,840	8,925	High
7 Series	2,021	Africa	Silver	Electric	Manual	4.8	199,749	48,779	5,159	Low
7 Series	2,014	North America	White	Hybrid	Manual	3.1	86,977	83,554	5,953	Low
X1	2,019	Africa	Black	Electric	Automatic	3	35,782	86,529	1,262	Low
M3	2,016	Africa	Blue	Hybrid	Manual	1.5	64,050	97,382	9,780	High
7 Series	2,013	North America	Black	Diesel	Automatic	1.7	123,773	40,546	7,967	High
5 Series	2,010	Asia	Grey	Diesel	Manual	3.8	183,243	51,831	1,869	Low
X5	2,020	Europe	Grey	Hybrid	Automatic	3.6	695	95,216	7,551	High
7 Series	2,011	Europe	Black	Hybrid	Manual	3.5	38,727	88,177	937	Low
i3	2,019	Middle East	Red	Diesel	Manual	1.9	104,747	71,993	1,861	Low
7 Series	2,019	Europe	Silver	Diesel	Manual	2.7	197,052	100,284	6,668	Low
i8	2,013	North America	Red	Hybrid	Automatic	4.3	1,817	119,798	6,678	Low

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