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
i3	2,023	South America	Red	Electric	Manual	2.8	144,227	40,078	8,529	High
X6	2,021	Asia	Grey	Petrol	Manual	1.7	28,869	81,120	6,511	Low
X3	2,016	Africa	Grey	Petrol	Manual	4.1	67,000	89,132	3,877	Low
i8	2,024	Middle East	White	Diesel	Automatic	3.8	109,864	69,246	3,719	Low
3 Series	2,010	Africa	Silver	Electric	Automatic	4.5	82,563	81,516	8,578	High
i3	2,016	South America	Red	Hybrid	Automatic	3	166,022	40,610	504	Low
X3	2,020	Asia	White	Petrol	Manual	3.7	170,978	53,828	2,085	Low
M3	2,012	Asia	Silver	Hybrid	Manual	4.8	88,338	112,122	6,542	Low
5 Series	2,014	Europe	Red	Diesel	Automatic	4.9	149,395	67,292	5,605	Low
X1	2,019	Asia	Red	Diesel	Automatic	1.7	74,900	76,382	4,410	Low
7 Series	2,014	Asia	Blue	Hybrid	Automatic	1.5	176,920	30,231	1,189	Low
X6	2,017	South America	White	Petrol	Manual	4.9	50,017	105,957	4,446	Low
M5	2,016	Africa	White	Electric	Manual	3.4	171,920	113,951	8,537	High
X6	2,016	Asia	Grey	Hybrid	Manual	4	30,175	61,232	4,196	Low
i3	2,015	Asia	Grey	Hybrid	Manual	4.7	134,606	35,730	4,122	Low
X5	2,016	Middle East	Black	Hybrid	Automatic	3	13,504	93,390	2,284	Low
i8	2,023	Africa	Silver	Petrol	Automatic	3	114,622	39,698	983	Low
i8	2,016	South America	Red	Hybrid	Automatic	2.1	115,736	53,498	4,371	Low
3 Series	2,024	South America	Silver	Petrol	Automatic	4.7	148,779	108,367	2,032	Low
5 Series	2,014	Middle East	Red	Hybrid	Manual	3.8	13,568	106,707	9,143	High
5 Series	2,014	Europe	Silver	Electric	Automatic	2.1	104,654	83,477	3,352	Low
7 Series	2,013	Europe	Red	Petrol	Manual	3.5	69,396	37,326	5,840	Low
M3	2,023	South America	Black	Hybrid	Automatic	2.6	155,724	112,410	3,686	Low
X6	2,013	Middle East	Silver	Petrol	Manual	2	104,336	119,079	7,493	High
M5	2,014	South America	Blue	Electric	Manual	2.1	23,696	93,156	7,148	High
7 Series	2,019	Middle East	Blue	Electric	Automatic	3.5	14,667	61,767	1,673	Low
i8	2,018	Africa	Blue	Diesel	Automatic	3.5	8,865	92,566	1,492	Low
X3	2,023	Africa	Silver	Diesel	Manual	4.3	13,606	91,186	3,327	Low
3 Series	2,020	Africa	Grey	Hybrid	Manual	2.4	150,631	51,468	9,547	High
7 Series	2,021	Asia	Black	Hybrid	Manual	4.7	49,738	72,201	8,011	High
7 Series	2,015	South America	Silver	Diesel	Manual	3.3	15,885	57,155	7,532	High
X5	2,017	North America	Red	Diesel	Manual	2.2	91,214	94,719	1,908	Low
X3	2,018	South America	Grey	Petrol	Automatic	2.9	99,414	114,140	791	Low
X3	2,021	Africa	Silver	Diesel	Manual	4.7	58,499	103,788	9,568	High
i3	2,023	Africa	Silver	Diesel	Automatic	3.2	175,520	61,250	1,584	Low
X3	2,013	North America	Blue	Hybrid	Manual	4.6	186,008	108,388	356	Low
X3	2,021	Middle East	Grey	Petrol	Manual	2.1	189,804	31,567	9,128	High
M5	2,022	Asia	Red	Petrol	Automatic	4.7	14,888	90,678	5,260	Low
X1	2,016	South America	Grey	Electric	Manual	3	26,325	94,732	2,031	Low
7 Series	2,014	Europe	White	Hybrid	Automatic	4.8	178,943	43,881	4,485	Low
3 Series	2,013	Europe	Red	Diesel	Manual	4.5	134,912	77,473	1,251	Low
i8	2,021	Asia	Silver	Electric	Automatic	3.8	179,518	105,943	1,911	Low
X3	2,016	Middle East	White	Electric	Automatic	3.9	53,463	37,651	9,089	High
7 Series	2,012	Asia	Grey	Electric	Automatic	2.2	63,028	82,416	5,587	Low
7 Series	2,010	Asia	White	Electric	Manual	3.6	188,294	41,585	1,396	Low
X1	2,016	Asia	Black	Electric	Manual	3.4	161,066	40,380	9,867	High
5 Series	2,018	Europe	Red	Electric	Automatic	2.7	51,876	31,583	6,488	Low
X1	2,011	Africa	Silver	Hybrid	Automatic	3.3	154,309	92,037	1,624	Low
7 Series	2,016	South America	White	Hybrid	Automatic	4.8	64,526	90,794	2,020	Low
X1	2,019	Asia	Silver	Electric	Automatic	1.5	129,140	90,787	7,717	High
7 Series	2,011	Middle East	Silver	Petrol	Manual	3	133,281	112,034	7,655	High
3 Series	2,022	Africa	Black	Electric	Manual	2.7	118,208	47,544	999	Low
3 Series	2,022	Middle East	White	Electric	Automatic	4.9	62,950	116,136	3,153	Low
M3	2,012	Africa	Silver	Petrol	Manual	4.9	14,066	91,055	6,061	Low
i3	2,022	Asia	Black	Petrol	Automatic	3.5	77,602	81,568	8,649	High
5 Series	2,019	Europe	Black	Electric	Manual	3.4	133,165	87,607	7,673	High
i8	2,023	South America	Red	Electric	Manual	4.7	126,848	76,066	3,320	Low
X1	2,021	Middle East	Red	Electric	Manual	1.5	103,244	72,537	5,820	Low
X5	2,019	Europe	Blue	Petrol	Manual	3.5	150,244	85,275	9,755	High
X5	2,012	Middle East	Grey	Petrol	Automatic	1.6	89,380	84,015	1,997	Low
X3	2,021	Africa	Black	Diesel	Manual	4.9	15,997	39,927	9,544	High
X5	2,022	South America	Red	Hybrid	Manual	2.6	96,547	35,272	8,570	High
M5	2,013	North America	Blue	Diesel	Manual	3.3	64,116	49,891	7,918	High
M5	2,015	Asia	White	Diesel	Automatic	3	136,433	42,573	1,293	Low
X1	2,012	Europe	Silver	Petrol	Automatic	4.6	107,233	44,432	2,267	Low
M3	2,022	Europe	Grey	Hybrid	Manual	5	12,363	96,902	644	Low
X1	2,018	South America	Black	Hybrid	Automatic	1.7	118,069	44,332	1,402	Low
M3	2,011	Africa	Black	Hybrid	Automatic	4.1	55,922	105,817	4,227	Low
M3	2,016	North America	Black	Petrol	Manual	2.8	147,243	54,050	9,495	High
X3	2,015	South America	White	Electric	Automatic	2	36,517	60,928	3,360	Low
M5	2,023	Middle East	Blue	Hybrid	Manual	2.9	137,136	66,253	1,524	Low
3 Series	2,024	South America	Red	Electric	Manual	5	137,379	119,435	152	Low
X3	2,011	North America	Blue	Hybrid	Automatic	2.8	34,750	37,946	5,618	Low
X5	2,020	North America	White	Hybrid	Manual	2.5	22,378	52,598	6,695	Low
X5	2,012	Middle East	White	Petrol	Manual	4.5	19,011	48,492	6,096	Low
i8	2,015	North America	Black	Hybrid	Automatic	4.5	76,120	31,852	1,664	Low
X6	2,019	North America	Blue	Petrol	Manual	2.7	103,410	37,573	9,450	High
i8	2,013	North America	Red	Diesel	Automatic	2.5	117,480	46,752	9,136	High
i3	2,010	Middle East	Silver	Diesel	Manual	3.8	122,122	111,884	3,404	Low
M3	2,010	Africa	Grey	Diesel	Automatic	2.2	180,525	71,391	2,985	Low
X3	2,012	Middle East	White	Petrol	Manual	3.2	170,374	81,704	9,321	High
5 Series	2,017	Africa	Black	Petrol	Automatic	2	147,253	105,575	3,248	Low
5 Series	2,020	Africa	Blue	Hybrid	Manual	2.6	5,239	50,152	2,788	Low
7 Series	2,013	North America	Black	Hybrid	Automatic	2.5	154,634	100,154	9,491	High
X5	2,020	North America	Blue	Electric	Manual	3.9	156,224	66,424	4,920	Low
i8	2,010	South America	Blue	Petrol	Manual	2.5	68,200	52,455	4,351	Low
5 Series	2,017	Europe	Blue	Hybrid	Manual	4.6	112,880	61,966	7,685	High
5 Series	2,019	Middle East	White	Hybrid	Manual	4.9	69,685	97,219	184	Low
i8	2,015	North America	Grey	Electric	Automatic	1.8	29,325	103,726	1,588	Low
i3	2,010	Africa	Blue	Diesel	Manual	2.9	119,401	52,318	1,079	Low
i3	2,021	South America	Black	Diesel	Manual	2.6	121,231	32,665	8,591	High
M3	2,019	Europe	Silver	Diesel	Manual	2.7	16,011	39,223	4,648	Low
X5	2,019	Asia	Black	Diesel	Automatic	2.4	167,667	117,704	5,139	Low
M5	2,015	Middle East	Grey	Petrol	Automatic	2.8	123,100	41,676	3,568	Low
X5	2,010	Middle East	White	Diesel	Automatic	2	3,743	62,723	3,506	Low
X5	2,024	Asia	Grey	Electric	Manual	2.5	194,313	115,722	9,554	High
i8	2,019	North America	Grey	Diesel	Manual	4.1	111,068	93,727	1,388	Low
3 Series	2,019	Asia	Red	Diesel	Manual	2.7	182,142	71,861	2,571	Low
5 Series	2,012	Asia	Black	Diesel	Manual	2.2	92,005	107,949	7,494	High
X5	2,011	Europe	Silver	Hybrid	Manual	1.9	179,282	100,978	7,189	High

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