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
X3	2,012	Middle East	Grey	Petrol	Manual	1.6	46,004	76,666	3,122	Low
X3	2,018	North America	Blue	Petrol	Manual	3.5	81,988	94,560	8,015	High
5 Series	2,020	Middle East	Blue	Diesel	Automatic	2.7	66,974	76,172	7,806	High
5 Series	2,020	Africa	Silver	Electric	Automatic	1.7	123,754	93,175	4,178	Low
X1	2,018	South America	Grey	Petrol	Automatic	3	21,165	100,382	5,085	Low
5 Series	2,015	Africa	Grey	Diesel	Automatic	3.8	53,686	93,542	8,507	High
5 Series	2,019	Africa	Silver	Diesel	Automatic	4.7	126,141	106,178	1,872	Low
X1	2,019	Europe	Black	Hybrid	Automatic	3.7	10,509	51,887	1,585	Low
3 Series	2,023	South America	White	Petrol	Manual	4.5	152,316	84,516	839	Low
M5	2,018	Africa	Black	Diesel	Manual	1.9	168,274	112,295	1,248	Low
3 Series	2,013	Africa	Silver	Diesel	Manual	2.2	68,241	116,248	2,410	Low
X3	2,020	Europe	Silver	Petrol	Manual	4.9	25,020	97,046	9,091	High
X6	2,014	Middle East	White	Diesel	Automatic	4.6	76,355	77,712	6,730	Low
M3	2,019	Asia	Blue	Electric	Automatic	2.3	123,687	91,041	705	Low
M3	2,015	Europe	Blue	Hybrid	Manual	3.7	55,923	55,392	6,237	Low
3 Series	2,022	South America	White	Electric	Automatic	2.8	111,971	83,475	7,316	High
i3	2,024	Africa	Silver	Petrol	Automatic	3.1	132,601	41,586	2,638	Low
M5	2,018	Europe	Red	Hybrid	Manual	4.5	199,612	56,754	6,904	Low
X6	2,022	Africa	Blue	Hybrid	Manual	4.1	69,797	35,812	8,763	High
i3	2,014	Africa	Blue	Electric	Automatic	2.3	146,728	110,512	8,291	High
3 Series	2,017	Europe	White	Electric	Automatic	2.6	118,914	94,154	7,189	High
M3	2,020	South America	Black	Electric	Manual	2.5	30,182	95,788	303	Low
5 Series	2,010	Asia	Silver	Electric	Automatic	4.2	193,037	103,186	8,005	High
3 Series	2,014	South America	Grey	Petrol	Automatic	3.2	161,043	48,288	1,564	Low
X5	2,019	Asia	White	Hybrid	Automatic	4.8	156,238	107,106	5,922	Low
M3	2,010	Europe	Red	Petrol	Manual	4.4	109,595	78,367	7,288	High
i3	2,019	Asia	Silver	Petrol	Automatic	2.2	193,611	86,555	8,359	High
X6	2,023	Europe	Silver	Electric	Automatic	4.3	3,363	75,438	1,938	Low
M5	2,015	South America	Grey	Petrol	Manual	3.3	7,548	105,166	2,295	Low
i3	2,016	Europe	Blue	Electric	Manual	2.4	74,659	110,283	4,320	Low
i8	2,021	Europe	Blue	Hybrid	Manual	2.8	137,028	65,299	6,256	Low
X3	2,023	South America	Red	Electric	Automatic	4.9	806	105,791	9,946	High
M5	2,014	North America	Red	Diesel	Manual	3.2	64,909	94,236	8,279	High
M5	2,010	North America	Black	Electric	Automatic	4	120,699	76,675	3,285	Low
5 Series	2,015	North America	White	Diesel	Manual	3.2	187,261	76,728	5,134	Low
i3	2,019	Europe	Black	Petrol	Manual	2.8	179,207	100,687	9,429	High
X1	2,014	Africa	White	Electric	Manual	4.3	89,957	101,156	6,208	Low
X5	2,015	North America	Grey	Electric	Automatic	4.5	91,404	35,696	8,049	High
i8	2,020	Africa	Grey	Electric	Automatic	1.8	53,703	93,552	1,896	Low
i3	2,019	South America	Grey	Hybrid	Manual	2.5	100,151	54,928	5,389	Low
7 Series	2,024	Middle East	Black	Hybrid	Manual	3.3	119,848	80,199	2,759	Low
M5	2,016	Middle East	Blue	Diesel	Manual	2.6	65,970	30,240	7,870	High
i3	2,016	Africa	Grey	Diesel	Manual	4.2	66,892	116,365	8,990	High
3 Series	2,011	Africa	Black	Diesel	Automatic	1.9	17,680	89,064	1,901	Low
X3	2,024	Middle East	Red	Electric	Automatic	4.3	92,925	103,617	1,800	Low
X5	2,021	Africa	Red	Diesel	Automatic	3.7	194,968	62,411	4,812	Low
M3	2,012	Africa	Blue	Diesel	Manual	2.5	25,148	35,582	1,732	Low
7 Series	2,021	Asia	Red	Petrol	Manual	2.7	119,023	68,946	2,366	Low
M3	2,015	Europe	Blue	Hybrid	Manual	2.1	69,387	47,869	3,491	Low
M3	2,012	Asia	Grey	Electric	Manual	2.4	101,415	62,252	9,054	High
M3	2,011	Europe	Black	Electric	Manual	4	188,968	83,364	1,050	Low
3 Series	2,013	Africa	Red	Hybrid	Manual	2.8	163,265	113,777	8,370	High
7 Series	2,014	North America	Grey	Hybrid	Automatic	3.9	136,314	69,937	3,121	Low
3 Series	2,020	Africa	Grey	Hybrid	Manual	3.3	163,122	60,139	689	Low
X5	2,019	Europe	Silver	Hybrid	Automatic	2	194,767	115,436	6,103	Low
X3	2,018	Middle East	Silver	Diesel	Automatic	3.2	42,654	36,909	300	Low
5 Series	2,012	Europe	Silver	Electric	Manual	4.1	44,499	38,128	4,124	Low
i8	2,012	Middle East	White	Electric	Automatic	2.5	4,558	107,339	4,954	Low
3 Series	2,015	North America	White	Petrol	Manual	3.8	38,797	32,586	3,213	Low
i3	2,014	South America	Silver	Petrol	Automatic	2.2	164,153	74,171	5,285	Low
X6	2,015	Middle East	White	Electric	Automatic	2	72,584	40,918	3,137	Low
X5	2,016	North America	Grey	Hybrid	Automatic	2.8	159,312	86,252	6,516	Low
i3	2,020	South America	Blue	Petrol	Automatic	2.9	142,077	101,376	8,427	High
X6	2,012	Middle East	Silver	Electric	Manual	4.2	41,938	63,330	2,632	Low
i3	2,024	North America	Silver	Hybrid	Manual	3.1	37,334	87,208	5,137	Low
X1	2,022	North America	White	Hybrid	Automatic	1.8	71,019	108,518	5,384	Low
X6	2,014	North America	Grey	Hybrid	Manual	3.7	178,093	52,573	4,449	Low
X3	2,017	North America	Silver	Electric	Automatic	3.1	24,862	81,213	5,471	Low
X6	2,013	Europe	Blue	Hybrid	Automatic	2.7	162,682	99,497	403	Low
7 Series	2,019	North America	Red	Petrol	Manual	4.3	14,113	104,482	1,047	Low
M5	2,011	South America	Red	Electric	Manual	2	188,586	41,101	2,491	Low
i3	2,013	Africa	Red	Hybrid	Automatic	4.7	38,947	66,953	3,579	Low
M3	2,011	Middle East	Silver	Hybrid	Manual	2.7	134,491	91,263	9,566	High
i3	2,012	Middle East	White	Petrol	Automatic	3.1	91,480	45,622	6,959	Low
7 Series	2,013	North America	Black	Hybrid	Automatic	4.8	141,582	118,468	4,234	Low
X5	2,013	Middle East	Silver	Petrol	Automatic	4.2	24,813	31,272	6,624	Low
X3	2,019	North America	Black	Hybrid	Automatic	1.8	169,832	56,137	7,053	High
M5	2,018	Europe	Red	Diesel	Manual	3.5	79,826	92,378	2,384	Low
5 Series	2,019	South America	Grey	Diesel	Automatic	2.6	145,002	118,380	4,812	Low
i8	2,015	South America	Blue	Electric	Automatic	3.3	119,252	103,765	7,210	High
X5	2,018	North America	Black	Petrol	Automatic	4.1	39,585	99,222	451	Low
i3	2,013	Africa	Silver	Petrol	Automatic	3.2	155,447	66,259	1,808	Low
X3	2,018	Middle East	White	Petrol	Manual	1.7	4,305	50,938	3,304	Low
M5	2,020	Middle East	Blue	Electric	Manual	3.4	165,813	116,833	2,622	Low
X5	2,022	North America	White	Electric	Manual	1.6	150,191	105,213	2,719	Low
i3	2,018	Middle East	White	Electric	Automatic	2.7	175,851	55,099	9,765	High
X5	2,015	North America	Red	Diesel	Manual	3.2	2,437	112,205	9,693	High
M5	2,014	Asia	Blue	Hybrid	Automatic	3.8	157,578	97,534	5,064	Low
i3	2,012	North America	Grey	Electric	Manual	3.3	119,268	48,085	5,696	Low
i3	2,023	Middle East	Grey	Hybrid	Automatic	2	23,575	97,052	3,570	Low
i8	2,024	North America	Blue	Petrol	Automatic	4.8	57,082	85,033	3,256	Low
X1	2,014	North America	Blue	Petrol	Automatic	3.8	8,452	72,198	4,572	Low
M5	2,024	Middle East	Black	Petrol	Automatic	2.6	114,800	111,965	2,187	Low
M3	2,012	Middle East	White	Petrol	Manual	4.9	199,921	63,993	8,015	High
7 Series	2,014	Europe	Black	Hybrid	Manual	4.6	89,757	60,270	3,468	Low
7 Series	2,014	South America	Red	Electric	Manual	2	185,575	53,580	949	Low
X1	2,011	Middle East	Silver	Diesel	Automatic	3.8	188,107	75,494	2,961	Low
5 Series	2,023	Middle East	Silver	Hybrid	Automatic	3.5	134,675	85,542	8,247	High
X3	2,023	South America	White	Hybrid	Automatic	2.2	78,400	77,808	3,962	Low
5 Series	2,018	Middle East	Grey	Hybrid	Manual	2.3	182,303	41,731	2,850	Low

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