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
X5	2,021	Africa	White	Petrol	Manual	3.9	95,405	78,845	3,471	Low
i3	2,015	South America	Red	Hybrid	Manual	3.4	130,406	35,904	8,616	High
X6	2,016	Africa	Blue	Electric	Automatic	4.3	118,807	103,400	6,733	Low
7 Series	2,010	Africa	Black	Electric	Manual	3.1	180,626	34,642	673	Low
i8	2,012	Europe	Red	Diesel	Manual	1.5	168,608	89,673	4,542	Low
7 Series	2,015	South America	White	Petrol	Manual	2.3	30,772	53,432	836	Low
X6	2,012	South America	Red	Petrol	Manual	5	36,967	58,640	6,124	Low
X6	2,024	Middle East	Blue	Diesel	Manual	2.9	182,614	114,188	4,765	Low
X3	2,023	Middle East	Red	Petrol	Automatic	3.7	167,987	99,008	1,132	Low
X5	2,024	Middle East	White	Petrol	Automatic	4.7	94,818	47,415	8,705	High
X1	2,023	Asia	Blue	Petrol	Automatic	1.6	25,819	73,554	2,066	Low
i8	2,016	Africa	Silver	Diesel	Manual	3.8	33,391	93,208	9,671	High
3 Series	2,018	Middle East	Blue	Hybrid	Automatic	2.5	128,356	73,773	5,539	Low
X6	2,012	Asia	Grey	Hybrid	Manual	2.5	31,144	102,120	4,259	Low
7 Series	2,023	Africa	Red	Petrol	Manual	2.3	94,786	96,455	7,425	High
X1	2,010	Middle East	Red	Diesel	Manual	4.4	27,051	97,563	1,852	Low
5 Series	2,019	Middle East	Black	Petrol	Automatic	2.8	103,153	46,934	3,169	Low
M5	2,024	Middle East	Red	Electric	Manual	1.7	156,939	52,313	6,452	Low
3 Series	2,022	North America	Silver	Diesel	Manual	1.8	15,994	97,653	8,027	High
M5	2,015	South America	Black	Electric	Manual	2	36,090	42,788	5,613	Low
X3	2,021	North America	Black	Hybrid	Automatic	4.6	123,897	55,145	6,555	Low
i3	2,010	Africa	Silver	Petrol	Manual	3	157,473	77,772	3,407	Low
X3	2,010	Asia	Grey	Hybrid	Automatic	4.7	20,469	108,053	3,186	Low
M3	2,023	North America	Red	Hybrid	Automatic	4.4	60,357	43,794	2,816	Low
7 Series	2,017	Asia	Blue	Petrol	Manual	4.4	25,006	48,975	8,786	High
X3	2,018	Middle East	Red	Diesel	Manual	2.5	64,705	35,296	494	Low
7 Series	2,011	South America	Red	Electric	Automatic	2.4	31,764	43,576	6,837	Low
i3	2,018	Europe	Silver	Diesel	Automatic	3.5	88,138	87,090	4,786	Low
7 Series	2,014	Africa	Blue	Petrol	Manual	3	183,082	111,853	5,949	Low
X6	2,022	South America	Silver	Electric	Automatic	3.3	121,038	52,025	4,296	Low
X6	2,017	Middle East	Red	Hybrid	Manual	1.7	101,131	34,658	2,852	Low
X5	2,016	North America	Red	Petrol	Manual	4.9	107,030	107,490	9,876	High
X6	2,016	Africa	White	Petrol	Automatic	1.7	3,819	35,134	3,208	Low
7 Series	2,013	North America	White	Electric	Automatic	2.1	98,430	89,529	7,348	High
X1	2,011	Europe	Black	Petrol	Automatic	3.9	64,220	66,133	8,919	High
X6	2,014	Asia	Black	Hybrid	Manual	2	193,648	37,983	6,291	Low
i3	2,023	Middle East	Silver	Diesel	Automatic	1.9	97,299	50,644	3,449	Low
X1	2,020	Middle East	Black	Petrol	Manual	2	56,117	66,072	2,312	Low
M5	2,020	Asia	Red	Hybrid	Automatic	1.7	88,530	80,976	8,638	High
X3	2,012	Africa	Blue	Electric	Automatic	2.4	12,389	86,928	603	Low
7 Series	2,024	Europe	Red	Electric	Manual	2.4	109,423	63,058	1,287	Low
i8	2,023	Africa	White	Diesel	Automatic	3.2	91,085	68,024	9,828	High
3 Series	2,018	Africa	Black	Electric	Automatic	3	161,697	103,071	1,087	Low
X5	2,015	Africa	Silver	Petrol	Manual	3.2	87,849	106,712	8,919	High
5 Series	2,010	Africa	Black	Hybrid	Manual	3.7	79,581	86,020	7,226	High
i8	2,012	Middle East	Red	Petrol	Automatic	2.3	135,732	74,477	3,447	Low
7 Series	2,021	Asia	Black	Electric	Automatic	2	51,977	57,198	3,134	Low
X3	2,013	Middle East	White	Diesel	Manual	4.6	64,367	89,580	969	Low
X6	2,018	Europe	Grey	Electric	Automatic	3.7	93,931	40,604	8,714	High
i3	2,020	Africa	Grey	Hybrid	Automatic	1.7	181,703	46,133	8,888	High
5 Series	2,015	Middle East	White	Petrol	Manual	4.9	3,581	59,990	2,429	Low
X6	2,013	South America	Black	Diesel	Manual	3.9	195,562	90,717	7,249	High
M3	2,010	South America	Red	Electric	Manual	2	29,463	63,344	8,748	High
X5	2,017	Africa	Red	Diesel	Manual	4.9	1,093	49,347	3,521	Low
M5	2,023	Europe	Silver	Petrol	Automatic	2.8	87,940	52,727	9,233	High
5 Series	2,020	North America	Blue	Electric	Manual	4.9	116,637	51,820	611	Low
5 Series	2,011	South America	White	Electric	Manual	1.9	54,914	54,523	4,470	Low
i3	2,020	Africa	Black	Hybrid	Manual	2.1	74,359	30,111	2,640	Low
i8	2,024	Europe	Grey	Petrol	Manual	3.8	167,499	99,040	3,900	Low
X3	2,020	Europe	Grey	Diesel	Automatic	1.6	187,673	57,675	9,818	High
3 Series	2,017	Africa	Blue	Hybrid	Manual	1.6	147,105	91,655	1,220	Low
X6	2,015	Asia	Grey	Electric	Manual	4.3	128,617	57,574	8,891	High
X5	2,017	Middle East	White	Diesel	Manual	2.1	121,544	116,373	1,456	Low
X3	2,015	South America	Silver	Diesel	Automatic	4.7	5,319	53,083	7,466	High
i3	2,014	South America	Black	Petrol	Manual	3	47,022	71,132	5,284	Low
M5	2,014	Europe	Red	Petrol	Manual	4.6	40,122	49,437	7,997	High
X5	2,023	South America	Blue	Hybrid	Manual	3	198,856	85,368	7,997	High
M5	2,023	Asia	Red	Hybrid	Manual	3.4	11,365	58,861	4,716	Low
7 Series	2,019	Asia	Blue	Hybrid	Manual	2.6	86,219	108,752	4,746	Low
i3	2,019	North America	Blue	Hybrid	Manual	3.8	29,259	53,363	2,278	Low
3 Series	2,020	Europe	White	Hybrid	Automatic	2.6	2,093	89,975	7,062	High
i3	2,017	Middle East	Silver	Petrol	Automatic	2.3	24,721	79,563	5,699	Low
7 Series	2,016	South America	Grey	Petrol	Manual	1.8	45,328	47,316	8,627	High
M5	2,017	Middle East	White	Electric	Automatic	1.7	175,015	63,259	2,271	Low
X6	2,021	Asia	Grey	Electric	Automatic	2.6	135,844	68,735	4,896	Low
7 Series	2,017	South America	White	Petrol	Manual	4.1	141,854	114,599	4,312	Low
M3	2,016	Asia	Grey	Hybrid	Manual	2.2	170,760	103,671	7,724	High
X3	2,011	Africa	Red	Diesel	Manual	2.5	112,126	39,618	1,973	Low
X6	2,020	South America	White	Diesel	Manual	4.7	114,911	43,088	9,291	High
X1	2,024	North America	Black	Petrol	Manual	3.7	27,620	50,708	560	Low
M3	2,018	South America	Black	Diesel	Automatic	4.7	25,908	65,787	4,775	Low
M5	2,022	Africa	Silver	Petrol	Manual	4.7	124,073	34,174	2,150	Low
5 Series	2,016	Europe	White	Hybrid	Automatic	1.7	82,403	68,074	8,513	High
X3	2,021	Middle East	Silver	Petrol	Manual	4.8	36,610	36,598	9,661	High
X3	2,020	Africa	Black	Diesel	Automatic	1.7	187,939	86,670	9,131	High
X3	2,024	Middle East	Grey	Electric	Automatic	4.7	33,113	55,616	1,261	Low
i3	2,015	South America	Black	Electric	Automatic	3.4	47,034	34,085	8,875	High
M5	2,018	Europe	Silver	Hybrid	Automatic	3.4	76,639	116,294	8,596	High
X5	2,022	North America	Black	Petrol	Manual	4	91,015	55,538	6,775	Low
i3	2,010	Middle East	Black	Electric	Automatic	4.6	151,988	87,594	2,619	Low
i8	2,020	Asia	Silver	Petrol	Automatic	3.7	3,108	90,332	4,324	Low
5 Series	2,011	South America	Black	Petrol	Automatic	3	146,429	55,892	7,569	High
7 Series	2,022	Europe	Black	Electric	Automatic	1.9	37,092	80,719	1,831	Low
X1	2,010	North America	Black	Electric	Automatic	4.3	144,458	38,563	3,357	Low
5 Series	2,019	Middle East	Silver	Hybrid	Manual	1.9	150,085	54,053	1,714	Low
X6	2,021	Europe	Grey	Petrol	Manual	4	73,380	51,433	7,605	High
X6	2,012	North America	Red	Petrol	Manual	3.3	159,135	55,715	4,519	Low
M5	2,020	Europe	Black	Electric	Manual	2.9	136,608	80,662	1,429	Low
5 Series	2,014	North America	Blue	Hybrid	Automatic	3.6	175,533	107,887	1,956	Low
i3	2,010	Europe	Grey	Electric	Manual	4.2	69,968	89,209	6,268	Low

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