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	2,020	South America	White	Hybrid	Automatic	2.7	123,710	103,800	2,108	Low
X1	2,019	Africa	White	Electric	Manual	2.1	100,789	46,438	1,190	Low
7 Series	2,022	North America	Grey	Petrol	Automatic	3.3	183,367	70,293	4,264	Low
3 Series	2,015	South America	Black	Hybrid	Manual	2.8	95,511	39,928	392	Low
X5	2,024	Middle East	Red	Diesel	Manual	2.4	78,797	34,380	1,754	Low
X1	2,014	Middle East	White	Petrol	Automatic	1.9	86,917	84,269	9,707	High
7 Series	2,011	Europe	Grey	Hybrid	Manual	1.6	72,663	63,699	1,093	Low
X6	2,019	North America	Silver	Hybrid	Manual	2.2	82,713	92,997	1,084	Low
X6	2,019	Middle East	Grey	Electric	Automatic	2.4	98,721	59,426	6,045	Low
5 Series	2,015	South America	Black	Diesel	Automatic	3.2	96,299	47,586	7,172	High
X3	2,023	Asia	White	Petrol	Automatic	2.3	1,761	33,810	7,733	High
X3	2,016	North America	Grey	Hybrid	Manual	4.4	121,193	87,238	2,518	Low
7 Series	2,024	South America	White	Diesel	Automatic	3.2	62,049	108,162	8,061	High
i3	2,012	North America	Black	Petrol	Automatic	3.7	105,164	112,256	9,127	High
M3	2,012	Asia	Red	Electric	Automatic	2.2	129,090	97,605	9,473	High
X1	2,021	Asia	White	Hybrid	Manual	3	195,029	107,537	2,951	Low
7 Series	2,016	Europe	Red	Diesel	Manual	3.6	69,076	52,878	7,308	High
X5	2,024	Middle East	Blue	Diesel	Automatic	2.6	143,834	117,626	8,007	High
i8	2,020	South America	White	Diesel	Manual	2.7	118,999	35,833	6,728	Low
3 Series	2,019	South America	Blue	Electric	Automatic	4.3	2,854	62,835	4,558	Low
X1	2,013	Europe	Red	Petrol	Manual	4.4	145,775	67,856	9,016	High
X3	2,024	North America	Grey	Diesel	Automatic	3.4	106,036	114,699	3,134	Low
X6	2,011	Europe	Red	Hybrid	Manual	4.6	101,639	42,529	9,075	High
3 Series	2,018	South America	Grey	Diesel	Manual	4.1	89,283	92,053	8,070	High
5 Series	2,024	Europe	Grey	Hybrid	Manual	1.7	123,299	42,383	3,905	Low
X5	2,023	Asia	Grey	Electric	Automatic	3.5	169,029	32,561	6,976	Low
M5	2,022	Middle East	Silver	Electric	Automatic	3.9	44,638	113,619	9,683	High
i3	2,018	Europe	Red	Electric	Automatic	3.4	15,172	110,152	137	Low
X3	2,015	Africa	Red	Hybrid	Automatic	4.4	23,685	62,703	2,788	Low
X3	2,023	Africa	Blue	Diesel	Manual	2.6	14,465	105,794	168	Low
5 Series	2,011	North America	Black	Petrol	Automatic	1.7	12,544	48,578	5,118	Low
M5	2,012	Middle East	Black	Hybrid	Automatic	3.7	161,085	50,921	5,140	Low
X1	2,014	South America	Red	Hybrid	Automatic	4.1	117,276	93,215	7,921	High
3 Series	2,020	North America	Blue	Diesel	Automatic	4.2	106,582	86,403	1,704	Low
X3	2,020	North America	Black	Hybrid	Automatic	1.5	16,109	38,914	8,828	High
X3	2,024	North America	Grey	Petrol	Automatic	3.9	4,842	107,312	412	Low
5 Series	2,014	Middle East	Red	Petrol	Manual	1.6	130,306	49,277	6,314	Low
X6	2,022	Middle East	Silver	Electric	Automatic	4.2	187,506	92,712	1,136	Low
M5	2,018	Middle East	Blue	Diesel	Automatic	4	110,456	80,288	7,730	High
X5	2,019	Europe	Red	Electric	Automatic	3.5	85,711	59,070	1,967	Low
M3	2,012	Africa	Silver	Hybrid	Automatic	3.3	164,835	88,442	1,030	Low
X3	2,011	Europe	Blue	Hybrid	Manual	4	28,446	30,373	330	Low
X5	2,019	Asia	Red	Petrol	Automatic	1.7	21,525	36,102	2,010	Low
M3	2,017	Asia	Silver	Electric	Manual	4.4	28,026	80,710	3,150	Low
M5	2,016	North America	Blue	Hybrid	Automatic	2.2	100,359	50,925	9,053	High
i3	2,021	South America	Red	Electric	Manual	3.2	188,492	117,586	7,761	High
7 Series	2,018	Europe	Blue	Diesel	Manual	3.2	13,084	58,736	5,683	Low
i8	2,012	Middle East	Red	Hybrid	Automatic	4.2	102,025	99,487	2,253	Low
7 Series	2,015	North America	Silver	Hybrid	Automatic	2.2	118,701	81,254	2,481	Low
i3	2,014	Europe	White	Petrol	Manual	2.5	189,729	109,750	7,125	High
X5	2,014	Middle East	Blue	Hybrid	Manual	3.8	32,695	65,377	1,247	Low
M3	2,019	Asia	Black	Diesel	Automatic	2.9	32,186	75,348	718	Low
M5	2,017	South America	Silver	Hybrid	Manual	2.5	127,264	102,431	6,609	Low
X5	2,010	Middle East	Blue	Petrol	Manual	3.7	31,309	60,985	1,789	Low
i3	2,010	North America	Black	Petrol	Automatic	1.8	7,151	101,671	1,288	Low
X5	2,012	Europe	White	Petrol	Manual	4.3	45,454	115,291	9,192	High
5 Series	2,020	North America	Red	Hybrid	Manual	3.3	102,267	110,341	3,421	Low
X3	2,011	South America	White	Diesel	Automatic	2.2	60,696	60,155	3,360	Low
3 Series	2,011	Europe	White	Diesel	Automatic	2.9	199,288	92,700	3,446	Low
5 Series	2,011	Africa	Red	Diesel	Automatic	2	5,657	97,147	836	Low
X5	2,013	North America	White	Hybrid	Manual	3.7	144,523	114,159	811	Low
i3	2,010	Asia	White	Diesel	Manual	3.8	160,447	62,740	6,260	Low
3 Series	2,019	Europe	Blue	Electric	Manual	2.9	110,610	106,476	6,349	Low
X6	2,024	Asia	Blue	Hybrid	Manual	2.7	65,584	32,081	6,570	Low
M3	2,018	Asia	Black	Petrol	Manual	4.5	46,318	78,738	7,834	High
5 Series	2,023	South America	Black	Hybrid	Manual	3.5	42,727	106,789	6,888	Low
X1	2,014	North America	Black	Diesel	Automatic	3.8	153,033	101,555	7,399	High
X6	2,014	Europe	Red	Hybrid	Manual	1.9	115,418	89,427	8,619	High
i3	2,018	South America	White	Diesel	Manual	4	110,324	98,974	3,178	Low
X5	2,023	North America	White	Diesel	Automatic	3.1	129,587	30,546	5,833	Low
X6	2,014	Africa	Black	Diesel	Automatic	2.8	14,271	116,212	4,500	Low
3 Series	2,022	South America	Blue	Electric	Automatic	4.8	118,760	83,836	749	Low
X3	2,022	North America	Red	Petrol	Automatic	1.7	149,393	60,654	422	Low
M3	2,020	North America	Red	Diesel	Manual	2.2	17,250	85,806	1,035	Low
X1	2,023	Asia	Silver	Diesel	Manual	2.8	180,145	107,689	6,965	Low
7 Series	2,017	North America	Silver	Hybrid	Automatic	2.6	75,404	89,665	7,974	High
X1	2,020	Middle East	Grey	Petrol	Manual	3.3	76,609	81,362	6,976	Low
5 Series	2,010	Africa	Blue	Diesel	Automatic	2.9	47,011	32,529	5,972	Low
M5	2,010	Middle East	Silver	Diesel	Manual	4.3	166,293	67,868	3,466	Low
i3	2,013	Middle East	Silver	Diesel	Manual	4.2	134,782	39,405	5,526	Low
i8	2,017	Asia	White	Petrol	Automatic	4.2	154,963	93,203	7,142	High
X5	2,012	Europe	White	Diesel	Manual	2.8	141,446	46,288	1,018	Low
M3	2,010	Europe	Grey	Electric	Automatic	2.9	123,531	38,157	6,423	Low
7 Series	2,020	North America	Black	Petrol	Automatic	4	96,334	56,027	108	Low
i3	2,021	Africa	Blue	Diesel	Manual	1.9	24,924	32,613	9,416	High
X3	2,018	Europe	Red	Diesel	Automatic	4.5	4,847	32,597	7,453	High
M5	2,018	Asia	Silver	Diesel	Automatic	3.4	91,271	94,287	9,776	High
M5	2,018	Europe	White	Diesel	Automatic	4.5	21,910	87,798	8,461	High
7 Series	2,018	Middle East	Blue	Diesel	Manual	4.3	114,291	97,442	1,011	Low
X5	2,011	Europe	Blue	Diesel	Manual	2.8	101,004	95,973	1,154	Low
3 Series	2,023	North America	White	Petrol	Automatic	1.9	40,710	54,818	9,139	High
i8	2,023	Africa	White	Hybrid	Automatic	4.7	119,363	44,384	9,906	High
3 Series	2,020	Europe	Grey	Diesel	Automatic	2.7	149,369	57,500	3,824	Low
3 Series	2,020	Asia	White	Petrol	Manual	2.8	7,012	78,159	5,449	Low
i3	2,020	Asia	Blue	Electric	Manual	4.7	49,544	41,221	2,639	Low
7 Series	2,013	Europe	White	Hybrid	Manual	4.7	21,010	92,869	743	Low
M3	2,024	South America	White	Electric	Automatic	2.4	186,200	53,250	7,447	High
X3	2,011	Middle East	Black	Hybrid	Automatic	1.8	3,264	41,393	7,587	High
X3	2,016	Middle East	White	Petrol	Manual	1.5	28,906	74,577	3,271	Low
7 Series	2,020	North America	Grey	Hybrid	Automatic	3	172,867	68,484	4,868	Low

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