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	2,021	South America	White	Electric	Automatic	1.6	172,397	83,315	6,971	Low
i3	2,016	North America	Blue	Diesel	Manual	4.1	113,827	116,244	5,853	Low
X6	2,016	North America	Black	Hybrid	Automatic	4	170,183	109,827	1,997	Low
X3	2,017	North America	Blue	Petrol	Automatic	1.8	130,332	36,838	496	Low
X1	2,016	Asia	Black	Hybrid	Manual	4.7	49,899	52,047	4,217	Low
i3	2,014	Middle East	Grey	Hybrid	Manual	3.3	71,761	58,737	3,218	Low
3 Series	2,016	Europe	Red	Electric	Automatic	4.7	21,704	67,711	4,431	Low
M3	2,022	Middle East	Red	Hybrid	Manual	4.7	42,659	79,688	5,521	Low
7 Series	2,023	South America	White	Diesel	Automatic	2.2	20,517	70,403	8,331	High
3 Series	2,019	Asia	Grey	Electric	Manual	2.8	32,077	102,386	8,885	High
M3	2,012	Africa	White	Petrol	Automatic	2	48,807	53,498	9,273	High
7 Series	2,014	Africa	White	Hybrid	Automatic	4.2	48,828	40,797	7,551	High
X6	2,016	North America	Blue	Diesel	Manual	3.3	157,926	37,512	6,323	Low
M5	2,024	Middle East	Silver	Electric	Manual	4.8	15,437	71,051	8,585	High
X5	2,018	Europe	White	Diesel	Automatic	2.2	151,111	97,843	1,675	Low
7 Series	2,024	Middle East	White	Petrol	Automatic	3.9	5,771	114,189	9,865	High
5 Series	2,011	Africa	Grey	Electric	Automatic	5	101,171	100,529	999	Low
i8	2,013	Asia	White	Hybrid	Automatic	3.8	135,137	92,126	5,721	Low
X5	2,021	Europe	White	Petrol	Manual	1.7	12,643	103,927	5,728	Low
M3	2,016	Asia	Grey	Diesel	Automatic	3.6	159,700	103,579	2,730	Low
i3	2,010	North America	Silver	Diesel	Automatic	2.1	83,331	35,421	6,122	Low
X3	2,022	Europe	Grey	Hybrid	Manual	1.6	177,385	37,537	2,395	Low
X1	2,011	Europe	White	Electric	Automatic	2.7	162,276	99,564	8,453	High
M5	2,018	South America	Grey	Electric	Manual	2.4	162,536	75,965	7,532	High
5 Series	2,022	Europe	Red	Petrol	Manual	4.3	53,766	52,321	9,397	High
X6	2,019	Middle East	Grey	Diesel	Automatic	2.8	3,659	104,808	9,069	High
i3	2,016	Europe	Silver	Diesel	Manual	4.1	27,010	98,848	4,545	Low
i8	2,021	Africa	White	Electric	Automatic	1.6	171,487	57,488	4,326	Low
X3	2,019	North America	Red	Electric	Automatic	1.6	32,487	89,151	785	Low
i8	2,016	Middle East	Grey	Diesel	Manual	1.6	86,259	47,446	8,329	High
X5	2,015	South America	Blue	Hybrid	Manual	2.3	157,503	91,438	5,812	Low
X1	2,012	Middle East	Silver	Hybrid	Manual	2.8	44,002	90,374	1,974	Low
i3	2,019	Middle East	Blue	Petrol	Manual	3.6	144,867	106,935	1,432	Low
X1	2,012	Asia	Blue	Diesel	Automatic	5	194,443	41,821	9,947	High
M3	2,011	Africa	Red	Electric	Automatic	2.7	21,981	62,063	5,109	Low
X3	2,020	Europe	Blue	Electric	Manual	1.7	148,640	74,339	7,730	High
X6	2,015	South America	Grey	Hybrid	Manual	2.2	105,896	117,954	2,663	Low
M5	2,013	Asia	White	Electric	Automatic	4.6	115,842	58,700	6,722	Low
X3	2,014	Europe	Blue	Electric	Automatic	3.9	174,233	38,242	6,504	Low
5 Series	2,012	Europe	Black	Diesel	Automatic	4.3	62,707	110,909	800	Low
X3	2,015	Africa	Silver	Hybrid	Automatic	1.9	150,049	56,864	8,189	High
3 Series	2,020	North America	Blue	Electric	Manual	2	194,754	66,362	7,469	High
X6	2,021	South America	Black	Diesel	Automatic	1.9	81,549	40,028	9,950	High
X3	2,012	Europe	Black	Petrol	Automatic	4.5	51,792	61,432	6,532	Low
X6	2,023	Asia	White	Electric	Manual	2.2	136,782	74,454	426	Low
3 Series	2,024	North America	Grey	Petrol	Manual	3.8	28,555	114,198	911	Low
M5	2,023	Europe	Red	Hybrid	Automatic	3.3	67,366	62,320	8,385	High
5 Series	2,017	North America	Silver	Diesel	Manual	3.4	151,016	57,681	2,531	Low
M5	2,018	Asia	Silver	Hybrid	Manual	2.2	182,891	117,581	6,482	Low
3 Series	2,013	Asia	Blue	Hybrid	Automatic	3.7	10,077	72,260	9,023	High
X3	2,024	Europe	Blue	Diesel	Manual	1.7	106,301	84,786	860	Low
3 Series	2,018	South America	Black	Hybrid	Automatic	5	29,872	72,727	1,426	Low
i3	2,021	Asia	Red	Petrol	Automatic	1.6	156,474	39,400	881	Low
5 Series	2,016	South America	Silver	Petrol	Manual	1.7	90,351	38,899	9,729	High
3 Series	2,012	Africa	Red	Petrol	Manual	2.6	92,338	84,229	3,459	Low
i3	2,016	Middle East	Grey	Diesel	Automatic	4.4	114,162	82,024	1,069	Low
X3	2,023	Africa	Blue	Diesel	Manual	2.4	20,083	106,788	3,200	Low
X6	2,010	South America	Silver	Diesel	Manual	3.2	31,262	40,289	7,597	High
X5	2,012	South America	Silver	Electric	Automatic	1.6	106,995	31,507	5,977	Low
X5	2,015	Europe	Black	Diesel	Manual	1.8	807	33,576	6,766	Low
M3	2,013	North America	Red	Diesel	Automatic	3.6	34,212	69,566	2,708	Low
X1	2,016	Africa	Silver	Petrol	Manual	2.2	108,685	61,153	9,796	High
M3	2,023	Asia	Grey	Petrol	Automatic	3.9	69,362	49,262	5,325	Low
M5	2,012	Europe	Red	Petrol	Automatic	4.2	136,633	117,827	2,311	Low
X5	2,010	Asia	Red	Hybrid	Manual	4.5	19,483	66,008	4,637	Low
7 Series	2,018	Asia	Silver	Hybrid	Manual	2	12,532	115,550	6,231	Low
i8	2,024	South America	Black	Hybrid	Automatic	3.1	26,984	93,909	3,556	Low
7 Series	2,015	Asia	Black	Electric	Automatic	4.8	107,843	84,789	7,276	High
X3	2,017	North America	Red	Electric	Automatic	4.2	34,400	84,849	8,932	High
X1	2,012	Asia	Silver	Diesel	Manual	1.9	140,855	108,941	2,779	Low
M5	2,017	Middle East	Red	Hybrid	Manual	3.3	107,524	84,699	2,311	Low
M3	2,011	Africa	Grey	Diesel	Manual	4.7	199,048	50,257	4,413	Low
3 Series	2,021	North America	Red	Diesel	Automatic	3	179,773	67,301	8,480	High
M3	2,013	North America	Red	Electric	Automatic	4.4	153,702	44,620	8,767	High
X1	2,012	Middle East	Blue	Petrol	Manual	3.2	74,719	75,065	201	Low
X3	2,019	Africa	Grey	Hybrid	Automatic	1.9	112,606	104,322	9,004	High
X1	2,010	South America	Red	Diesel	Automatic	2	58,145	113,867	6,297	Low
7 Series	2,024	Asia	Red	Diesel	Automatic	1.7	44,967	44,393	7,376	High
X5	2,022	Africa	Red	Diesel	Manual	2.2	40,922	35,689	6,528	Low
X5	2,022	Europe	Silver	Diesel	Automatic	4.6	32,100	40,468	5,693	Low
X5	2,016	Europe	Black	Electric	Automatic	3.8	3,428	113,834	9,328	High
X1	2,020	Middle East	Black	Electric	Manual	4.1	99,963	90,491	9,747	High
M5	2,019	North America	Silver	Electric	Manual	3.7	3,179	83,700	4,055	Low
i8	2,011	Middle East	Black	Petrol	Manual	2.9	16,771	88,389	9,154	High
i3	2,013	North America	Black	Petrol	Automatic	2.3	168,968	34,292	7,493	High
X1	2,018	North America	Grey	Diesel	Automatic	4.7	176,839	57,496	3,485	Low
X6	2,015	North America	White	Petrol	Automatic	3.3	145,285	74,031	1,925	Low
3 Series	2,017	Asia	Black	Hybrid	Manual	3.2	186,309	76,454	4,534	Low
5 Series	2,011	Africa	Black	Hybrid	Automatic	5	20,527	119,336	4,538	Low
X1	2,016	Africa	Black	Electric	Manual	2.8	134,480	58,491	8,143	High
7 Series	2,015	Europe	Blue	Electric	Automatic	4.5	193,956	33,857	8,550	High
X3	2,022	Asia	Black	Hybrid	Automatic	4.5	137,676	84,886	2,956	Low
5 Series	2,023	Europe	White	Diesel	Automatic	2.3	176,789	71,265	5,046	Low
M5	2,018	Asia	Red	Diesel	Manual	1.8	178,353	46,834	8,385	High
X3	2,016	Africa	Black	Petrol	Automatic	4.9	46,866	36,420	3,084	Low
3 Series	2,010	North America	Red	Diesel	Manual	3	140,059	32,289	7,371	High
5 Series	2,023	Middle East	Black	Electric	Manual	1.5	165,492	77,465	4,316	Low
X5	2,017	Asia	Red	Petrol	Manual	3.2	30,143	39,510	4,491	Low
i3	2,020	Africa	Grey	Electric	Manual	3.7	85,246	74,753	4,483	Low
5 Series	2,019	North America	White	Electric	Automatic	4.2	196,970	108,002	3,801	Low

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