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
X1	2,020	Middle East	White	Hybrid	Manual	2.7	175,095	68,913	4,501	Low
7 Series	2,010	Africa	Red	Hybrid	Automatic	3.6	124,598	92,370	4,315	Low
X3	2,015	Africa	White	Diesel	Manual	3.8	49,572	30,020	3,711	Low
M3	2,023	North America	Silver	Diesel	Manual	2.5	116,486	54,826	1,871	Low
X6	2,024	Africa	Blue	Electric	Automatic	4.8	42,624	75,908	8,228	High
i8	2,019	South America	White	Electric	Automatic	2.4	2,807	72,158	1,738	Low
X3	2,011	North America	Red	Hybrid	Manual	4	110,824	35,150	8,672	High
i3	2,018	Africa	Silver	Diesel	Manual	1.8	26,891	73,405	1,041	Low
3 Series	2,010	Middle East	Black	Electric	Automatic	3.8	127,072	58,655	4,257	Low
i3	2,020	South America	Grey	Petrol	Manual	3.1	2,810	75,275	6,332	Low
i8	2,018	North America	Blue	Electric	Manual	3.5	130,830	76,121	6,727	Low
5 Series	2,016	Africa	Silver	Petrol	Manual	2.1	64,953	39,375	554	Low
i8	2,020	Europe	White	Hybrid	Manual	3	25,551	82,716	7,184	High
X3	2,022	North America	Blue	Petrol	Automatic	4.2	40,782	66,516	5,878	Low
5 Series	2,019	Middle East	Blue	Electric	Automatic	4.2	104,060	82,773	3,842	Low
i8	2,011	North America	Blue	Diesel	Automatic	2.3	46,014	112,954	3,505	Low
i3	2,023	Europe	Red	Electric	Automatic	2.7	137,778	85,405	8,376	High
X6	2,015	Europe	Grey	Electric	Automatic	1.5	192,824	65,712	5,337	Low
i8	2,017	Asia	Red	Diesel	Automatic	1.8	69,483	104,086	7,664	High
X6	2,024	Asia	Silver	Petrol	Automatic	1.9	80,945	48,101	9,035	High
3 Series	2,011	South America	Black	Hybrid	Manual	2.5	186,144	70,816	5,639	Low
X1	2,024	Asia	Black	Hybrid	Manual	4.2	188,621	104,522	2,475	Low
3 Series	2,014	South America	Silver	Petrol	Manual	3.3	115,274	42,432	409	Low
X6	2,022	North America	Red	Petrol	Manual	4.3	119,667	30,078	3,104	Low
X6	2,021	Middle East	Black	Petrol	Automatic	4.1	172,491	96,446	5,308	Low
3 Series	2,020	Africa	Silver	Hybrid	Automatic	3.6	53,880	101,292	2,634	Low
7 Series	2,015	Middle East	Black	Diesel	Manual	3.2	176,228	112,981	2,677	Low
X1	2,012	Africa	White	Hybrid	Automatic	4.8	16,164	119,343	2,024	Low
X6	2,023	South America	Blue	Electric	Manual	3.5	18,152	70,698	2,903	Low
X5	2,021	South America	Red	Hybrid	Manual	3.2	107,482	89,044	7,656	High
i8	2,011	South America	White	Hybrid	Automatic	4.5	41,039	69,767	7,841	High
X5	2,024	North America	Blue	Petrol	Automatic	1.8	146,918	69,519	3,104	Low
i8	2,020	Europe	Black	Diesel	Automatic	3.8	154,891	60,397	1,969	Low
X6	2,015	South America	Red	Hybrid	Manual	1.9	150,574	61,253	569	Low
3 Series	2,012	North America	Silver	Petrol	Automatic	4.4	16,156	117,179	7,670	High
i3	2,011	Middle East	Silver	Diesel	Manual	4.3	96,193	44,704	9,458	High
5 Series	2,024	Africa	Black	Hybrid	Manual	3.3	69,381	51,122	9,255	High
i8	2,010	Asia	Red	Hybrid	Automatic	3.8	28,533	102,259	5,174	Low
M3	2,023	Asia	Silver	Hybrid	Automatic	4.2	103,177	107,074	878	Low
M5	2,017	Middle East	Silver	Hybrid	Automatic	3.2	44,000	61,627	9,751	High
X1	2,010	Africa	Red	Electric	Automatic	4.7	122,449	34,105	6,647	Low
X1	2,021	North America	Silver	Diesel	Automatic	3	127,280	68,281	856	Low
X5	2,024	South America	Blue	Diesel	Automatic	4.6	72,847	82,944	4,058	Low
7 Series	2,014	Africa	White	Diesel	Automatic	3.5	95,182	89,606	5,168	Low
X5	2,020	Asia	Black	Diesel	Manual	3	18,317	64,316	5,773	Low
i3	2,015	Europe	Blue	Petrol	Automatic	1.5	136,894	34,110	8,449	High
X3	2,020	South America	Silver	Hybrid	Manual	2.5	118,279	91,063	7,130	High
X1	2,021	South America	Silver	Electric	Automatic	4.5	172,539	78,838	2,519	Low
7 Series	2,021	Europe	Grey	Petrol	Manual	3	87,981	81,151	7,446	High
X5	2,012	North America	Silver	Petrol	Automatic	3	134,738	34,248	5,833	Low
M3	2,023	Europe	Grey	Electric	Manual	3.2	22,262	67,238	7,464	High
5 Series	2,016	Africa	Black	Petrol	Automatic	2.5	195,445	58,992	6,472	Low
X5	2,011	Asia	Blue	Petrol	Manual	3.2	122,689	97,643	5,105	Low
i3	2,016	North America	White	Electric	Automatic	2.8	186,404	101,720	9,458	High
X1	2,011	North America	Blue	Hybrid	Automatic	4.7	33,538	47,564	1,250	Low
3 Series	2,014	Middle East	Blue	Electric	Manual	3.5	7,659	43,570	5,473	Low
X6	2,016	Africa	Red	Petrol	Manual	4.4	187,489	67,019	9,211	High
M5	2,020	Middle East	Red	Electric	Manual	3.9	130,657	109,190	2,562	Low
M3	2,020	Middle East	Silver	Electric	Automatic	2.2	108,926	94,846	9,862	High
3 Series	2,023	Africa	Black	Diesel	Manual	4.5	42,091	40,289	4,286	Low
i8	2,012	South America	Silver	Hybrid	Automatic	1.8	48,420	109,775	8,243	High
i8	2,023	Middle East	Silver	Petrol	Automatic	3.1	100,719	114,888	474	Low
X5	2,020	Europe	Red	Hybrid	Automatic	2.3	157,306	109,763	1,298	Low
X1	2,013	South America	Blue	Hybrid	Manual	3.4	6,816	102,725	5,681	Low
5 Series	2,010	Africa	Black	Electric	Automatic	2.6	180,974	94,676	7,948	High
M3	2,012	Middle East	Grey	Electric	Manual	4	111,864	62,777	5,604	Low
M5	2,018	Europe	Silver	Electric	Automatic	4.8	134,956	71,167	1,854	Low
i8	2,019	South America	Blue	Diesel	Manual	4	123,311	103,261	9,985	High
5 Series	2,014	South America	Blue	Petrol	Manual	2.7	83,519	42,702	5,085	Low
X1	2,024	South America	White	Electric	Manual	3.6	5,179	62,018	2,939	Low
7 Series	2,024	South America	Black	Hybrid	Automatic	4.6	156,306	56,068	2,486	Low
M3	2,017	South America	Red	Diesel	Manual	2.4	103,866	34,878	6,409	Low
X3	2,011	Europe	White	Petrol	Manual	1.9	30,505	41,564	6,358	Low
X5	2,012	Middle East	Red	Electric	Automatic	2	126,820	42,234	6,220	Low
i8	2,016	South America	Grey	Diesel	Automatic	3.2	86,030	61,622	4,017	Low
M3	2,023	North America	Grey	Hybrid	Automatic	4.1	66,866	78,590	223	Low
i8	2,019	Middle East	Blue	Hybrid	Manual	3.8	48,465	48,210	5,935	Low
X3	2,013	Middle East	White	Petrol	Automatic	3.1	11,132	92,090	572	Low
M5	2,018	Asia	White	Hybrid	Automatic	4.1	45,263	83,760	8,812	High
X5	2,023	Asia	Red	Hybrid	Automatic	3.7	103,714	66,628	5,032	Low
M5	2,016	South America	White	Diesel	Automatic	3.7	171,323	106,533	5,446	Low
7 Series	2,023	Africa	White	Diesel	Automatic	2.2	120,074	77,441	4,104	Low
i3	2,020	South America	Blue	Petrol	Automatic	2.6	77,060	114,864	2,155	Low
M3	2,021	Africa	White	Electric	Manual	2.7	5,185	115,587	7,762	High
X5	2,010	Africa	Red	Petrol	Automatic	4.3	110,380	51,148	7,076	High
M3	2,013	Asia	Black	Diesel	Manual	4.2	61,842	77,628	1,097	Low
X6	2,019	Asia	Black	Hybrid	Automatic	2.4	23,152	70,629	1,478	Low
X3	2,020	Africa	Black	Electric	Automatic	1.7	181,910	103,392	8,109	High
i8	2,015	South America	Blue	Electric	Automatic	4.2	27,813	78,806	7,601	High
3 Series	2,015	Middle East	Black	Electric	Manual	2.9	132,367	67,990	174	Low
X3	2,019	South America	Blue	Diesel	Manual	2.3	47,117	113,169	7,949	High
M3	2,015	Middle East	Grey	Diesel	Manual	1.9	192,451	88,572	6,193	Low
X6	2,014	Asia	Silver	Petrol	Automatic	1.5	148,729	74,927	4,726	Low
i3	2,012	North America	Blue	Diesel	Automatic	3	2,309	53,873	4,438	Low
X3	2,011	North America	Black	Electric	Automatic	2.7	100,611	53,963	4,101	Low
X1	2,012	Middle East	Grey	Diesel	Manual	3.9	11,042	106,355	7,365	High
X3	2,018	Asia	Blue	Petrol	Automatic	4.9	162,457	71,649	8,324	High
7 Series	2,012	Europe	Blue	Hybrid	Automatic	2.2	157,616	113,359	5,075	Low
3 Series	2,012	South America	Blue	Electric	Manual	2.4	116,982	73,338	604	Low
i3	2,010	Asia	White	Hybrid	Manual	2.7	78,020	41,487	1,041	Low

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