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
3 Series	2,014	North America	White	Electric	Manual	3.2	114,813	79,606	9,625	High
i3	2,018	Asia	Black	Hybrid	Manual	4.7	119,199	110,873	7,918	High
M5	2,015	Middle East	White	Petrol	Automatic	3.2	6,635	33,434	6,883	Low
X5	2,024	Asia	Grey	Petrol	Manual	2.9	133,504	57,971	2,686	Low
3 Series	2,010	North America	Silver	Hybrid	Automatic	3.5	93,638	101,194	9,292	High
i3	2,021	Africa	Blue	Electric	Automatic	4.9	151,470	58,989	4,975	Low
5 Series	2,015	Middle East	Black	Electric	Automatic	4.9	14,598	63,234	9,935	High
7 Series	2,010	Europe	Silver	Electric	Automatic	4.2	66,493	84,143	4,452	Low
M3	2,015	Africa	Black	Petrol	Automatic	3.2	67,251	34,777	1,130	Low
M5	2,012	Africa	Silver	Petrol	Manual	4.6	190,065	44,694	3,933	Low
i8	2,015	Asia	Red	Hybrid	Automatic	3	192,643	42,405	1,946	Low
3 Series	2,022	North America	Black	Electric	Manual	3.7	77,624	55,110	433	Low
X5	2,015	Middle East	Red	Petrol	Manual	2.1	38,232	108,196	9,299	High
M3	2,010	North America	Blue	Hybrid	Manual	3.8	150,020	78,553	8,606	High
X5	2,022	North America	Grey	Petrol	Manual	2.5	73,414	117,442	6,652	Low
X6	2,018	North America	Black	Petrol	Manual	4.2	56,302	107,136	6,551	Low
X5	2,017	South America	Black	Diesel	Automatic	2.9	86,882	78,828	8,067	High
X6	2,024	Africa	Red	Petrol	Automatic	2.9	136,266	73,307	7,078	High
M3	2,024	South America	Silver	Diesel	Manual	4.1	155,894	30,196	7,760	High
X1	2,011	Europe	Black	Petrol	Manual	3	102,950	111,292	3,572	Low
3 Series	2,011	Africa	Black	Hybrid	Automatic	4	131,151	74,222	6,999	Low
5 Series	2,014	Asia	Black	Diesel	Automatic	4.5	139,624	53,625	8,238	High
X3	2,024	South America	White	Electric	Manual	2	27,562	96,357	5,119	Low
3 Series	2,019	South America	Grey	Electric	Automatic	3.2	102,086	49,301	428	Low
5 Series	2,011	North America	Black	Hybrid	Automatic	4.8	161,748	75,423	8,596	High
i3	2,020	North America	White	Hybrid	Manual	4.3	197,498	68,190	110	Low
X6	2,010	Asia	Blue	Diesel	Manual	4.9	4,433	43,516	9,664	High
5 Series	2,011	South America	White	Hybrid	Automatic	4.5	27,903	71,320	774	Low
7 Series	2,014	Asia	Blue	Electric	Automatic	2.6	186,521	81,257	1,818	Low
X1	2,020	Africa	Black	Electric	Manual	2.1	148,076	44,006	5,647	Low
X5	2,024	Middle East	Grey	Diesel	Manual	2.2	50,752	93,184	3,080	Low
X1	2,019	Asia	Blue	Hybrid	Automatic	2.3	119,717	64,172	6,223	Low
X3	2,023	Middle East	Black	Electric	Automatic	1.8	172,526	30,899	2,975	Low
5 Series	2,016	Europe	White	Petrol	Automatic	4.7	171,864	58,055	8,929	High
X6	2,014	Middle East	White	Petrol	Manual	3.3	57,362	108,706	2,078	Low
X1	2,010	North America	Blue	Hybrid	Manual	1.9	108,571	95,861	1,797	Low
i8	2,016	Europe	Black	Electric	Automatic	4.2	55,792	97,341	751	Low
i3	2,015	North America	Black	Hybrid	Automatic	2.6	167,264	74,132	4,219	Low
X6	2,016	Africa	Red	Electric	Manual	1.7	141,070	103,790	2,020	Low
X6	2,011	Europe	Blue	Hybrid	Manual	2.2	138,872	117,002	8,855	High
M3	2,014	Africa	Grey	Diesel	Automatic	3.8	184,141	98,019	3,456	Low
X3	2,023	Europe	Red	Petrol	Automatic	4.3	54,332	106,164	331	Low
X5	2,017	South America	Silver	Petrol	Manual	2.4	151,589	103,898	8,088	High
X1	2,022	South America	Grey	Diesel	Manual	3.5	73,058	59,551	1,196	Low
i8	2,021	South America	Silver	Diesel	Manual	1.5	76,063	78,660	2,803	Low
i8	2,016	Asia	White	Petrol	Manual	2.5	133,837	92,406	2,656	Low
X6	2,015	North America	Grey	Electric	Manual	2.1	139,084	51,359	6,367	Low
i3	2,022	Europe	Silver	Diesel	Automatic	1.8	129,320	77,200	6,409	Low
X5	2,015	North America	Blue	Diesel	Manual	3.2	182,484	89,874	7,646	High
5 Series	2,021	Asia	Silver	Diesel	Automatic	3.7	56,011	67,833	1,150	Low
X1	2,010	Middle East	Blue	Petrol	Manual	1.7	113,038	49,537	3,425	Low
3 Series	2,010	Africa	Silver	Hybrid	Manual	2	37,591	83,922	6,691	Low
X6	2,016	North America	White	Hybrid	Manual	4.8	103,230	71,510	504	Low
X5	2,012	Middle East	Silver	Petrol	Automatic	2.3	162,816	49,386	3,288	Low
M5	2,015	South America	Grey	Petrol	Manual	4.2	55,722	81,646	5,975	Low
X5	2,021	Middle East	Blue	Hybrid	Manual	4.1	78,221	89,302	369	Low
X3	2,014	Asia	White	Petrol	Manual	2.6	43,137	105,090	860	Low
M5	2,012	Africa	White	Hybrid	Automatic	2.2	59,402	54,530	5,460	Low
7 Series	2,015	Asia	Silver	Diesel	Manual	2.4	40,979	70,552	9,031	High
5 Series	2,012	Europe	White	Electric	Automatic	3.5	7,482	71,406	5,985	Low
3 Series	2,017	Europe	Grey	Electric	Manual	2.8	38,611	36,465	2,631	Low
5 Series	2,023	South America	White	Diesel	Manual	3.2	162,633	34,849	3,635	Low
X6	2,024	South America	Silver	Diesel	Automatic	4.3	138,004	102,080	9,520	High
X6	2,016	Africa	Blue	Petrol	Manual	3.3	159,938	38,487	3,918	Low
5 Series	2,018	Middle East	Black	Diesel	Automatic	5	19,587	79,744	1,875	Low
X6	2,014	South America	Black	Diesel	Manual	3.8	43,236	73,574	9,437	High
5 Series	2,021	South America	Silver	Diesel	Automatic	2.2	84,591	55,204	604	Low
7 Series	2,024	Africa	White	Diesel	Automatic	3.2	252	81,422	4,704	Low
X6	2,010	South America	Blue	Electric	Manual	4.3	90,825	98,893	6,918	Low
i8	2,020	North America	Red	Diesel	Automatic	2.3	165,187	45,965	6,383	Low
X1	2,019	Middle East	Black	Diesel	Manual	4.1	164,811	68,119	3,491	Low
M5	2,024	Asia	Blue	Electric	Manual	1.6	14,414	90,686	9,216	High
5 Series	2,020	South America	Red	Diesel	Manual	4.8	10,713	103,302	5,382	Low
i3	2,017	Africa	Blue	Hybrid	Manual	3.8	27,297	80,121	3,872	Low
i3	2,011	Europe	Black	Diesel	Automatic	2.1	119,866	39,984	4,512	Low
X1	2,015	Africa	White	Electric	Automatic	4.6	128,435	84,826	6,250	Low
i3	2,010	Africa	Blue	Petrol	Manual	1.8	17,708	109,807	8,095	High
i3	2,015	North America	Black	Electric	Manual	2.9	116,552	102,394	9,271	High
i8	2,013	North America	White	Hybrid	Automatic	4.1	85,870	108,990	2,813	Low
3 Series	2,014	South America	Silver	Diesel	Automatic	4.8	1,329	106,321	2,471	Low
5 Series	2,024	Asia	Black	Electric	Manual	2.7	11,553	86,064	5,471	Low
M3	2,019	South America	White	Petrol	Manual	4.4	66,741	50,597	1,829	Low
i8	2,016	South America	Silver	Electric	Manual	2.2	188,146	51,970	1,941	Low
i3	2,022	Asia	Grey	Diesel	Automatic	1.6	134,557	92,014	1,633	Low
i8	2,015	Middle East	White	Petrol	Automatic	1.6	185,219	33,594	9,566	High
5 Series	2,010	Middle East	White	Petrol	Automatic	3.8	33,844	99,529	5,086	Low
i8	2,018	Middle East	Grey	Diesel	Manual	2	199,831	61,923	5,262	Low
M3	2,015	North America	Silver	Petrol	Automatic	1.7	155,373	34,725	6,169	Low
M5	2,015	Asia	White	Hybrid	Automatic	4.9	124,332	104,528	555	Low
5 Series	2,018	Asia	Black	Electric	Manual	2.3	169,788	63,681	4,533	Low
X1	2,021	Asia	Red	Petrol	Manual	3.1	71,769	112,008	5,574	Low
i8	2,019	North America	Blue	Electric	Manual	3.6	34,805	115,677	9,026	High
M5	2,014	South America	Black	Diesel	Automatic	2	64,902	107,389	5,703	Low
X3	2,020	Europe	Grey	Hybrid	Manual	2.8	95,981	113,571	302	Low
i3	2,024	Africa	Grey	Hybrid	Manual	3.8	132,594	48,013	5,206	Low
3 Series	2,015	Asia	Grey	Hybrid	Automatic	3.7	156,716	108,820	8,971	High
i3	2,015	Europe	White	Diesel	Manual	4.4	81,492	84,848	4,754	Low
M3	2,016	Asia	White	Diesel	Manual	3	88,812	75,379	7,908	High
M5	2,018	Europe	Grey	Petrol	Manual	4.6	183,757	42,163	9,645	High
X3	2,014	Middle East	Black	Petrol	Automatic	3.9	148,465	47,644	2,284	Low

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