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	2,019	South America	White	Hybrid	Automatic	5	160,268	97,704	4,557	Low
i3	2,015	Africa	White	Hybrid	Manual	3	8,680	41,334	2,005	Low
3 Series	2,017	Asia	Silver	Electric	Automatic	2.3	36,847	35,387	7,626	High
M5	2,018	North America	Grey	Diesel	Automatic	2.1	105,790	54,780	464	Low
7 Series	2,012	Asia	Black	Hybrid	Automatic	4.5	57,222	104,917	1,051	Low
M5	2,015	Africa	Black	Petrol	Manual	4.4	2,373	65,116	6,644	Low
X3	2,014	Asia	Grey	Hybrid	Manual	3.6	160,463	110,042	7,655	High
M3	2,016	Africa	Blue	Electric	Automatic	3.4	165,836	51,942	8,860	High
X3	2,016	North America	Grey	Hybrid	Manual	4.8	74,521	90,896	8,631	High
i8	2,018	South America	Silver	Petrol	Automatic	2.3	176,686	93,547	5,033	Low
3 Series	2,010	Middle East	White	Electric	Automatic	3	180,880	54,039	5,493	Low
X1	2,015	Europe	Grey	Diesel	Manual	1.6	174,797	30,039	5,752	Low
X5	2,014	Europe	Red	Hybrid	Automatic	3	143,286	95,901	5,708	Low
5 Series	2,013	North America	Blue	Hybrid	Manual	2.8	68,885	62,076	9,149	High
5 Series	2,019	Middle East	Grey	Petrol	Automatic	4.8	70,182	56,726	300	Low
X1	2,021	Middle East	Silver	Electric	Automatic	2.8	128,505	116,752	6,409	Low
3 Series	2,020	Middle East	Blue	Petrol	Manual	4.4	146,808	73,696	945	Low
X3	2,023	Asia	Black	Hybrid	Automatic	4.2	114,792	68,698	1,781	Low
X3	2,010	South America	Grey	Hybrid	Automatic	2	40,305	87,332	6,450	Low
X5	2,013	Middle East	Red	Diesel	Manual	4.9	144,994	59,657	8,991	High
7 Series	2,019	Africa	Black	Electric	Manual	3.7	82,786	96,398	1,202	Low
i3	2,020	Asia	White	Diesel	Manual	3.6	74,524	56,813	6,381	Low
5 Series	2,016	North America	Silver	Hybrid	Automatic	1.5	141,787	96,634	7,536	High
X5	2,013	South America	Grey	Petrol	Manual	3.9	105,107	90,985	5,012	Low
i8	2,010	South America	Silver	Electric	Automatic	1.7	50,500	60,924	904	Low
X5	2,019	Africa	Red	Diesel	Manual	2.1	156,857	85,465	8,463	High
X1	2,010	Europe	White	Electric	Manual	1.8	106,779	77,821	4,742	Low
X1	2,010	Europe	Grey	Electric	Automatic	2.8	60,318	51,013	5,187	Low
i8	2,020	South America	Blue	Petrol	Automatic	4.3	8,283	44,084	4,617	Low
7 Series	2,019	Africa	White	Hybrid	Automatic	4	88,602	111,265	1,456	Low
X1	2,014	South America	Black	Hybrid	Manual	1.9	74,905	37,610	7,620	High
7 Series	2,016	North America	Red	Hybrid	Manual	4.3	189,861	73,050	5,420	Low
X6	2,018	North America	Red	Electric	Automatic	3.1	60,286	55,700	5,168	Low
i8	2,017	Africa	Blue	Electric	Automatic	1.6	104,428	108,633	9,961	High
X6	2,011	North America	Black	Diesel	Automatic	2.3	120,710	79,148	8,428	High
X6	2,018	North America	Black	Electric	Automatic	4.2	103,336	73,434	2,523	Low
3 Series	2,013	Africa	Black	Hybrid	Manual	4.1	25,564	93,227	9,938	High
X1	2,021	North America	Blue	Petrol	Manual	2.2	6,004	78,219	1,842	Low
5 Series	2,019	Europe	White	Petrol	Automatic	1.6	17,367	60,184	4,604	Low
X6	2,024	Asia	Silver	Diesel	Manual	2.5	34,005	108,936	5,200	Low
X1	2,020	North America	Red	Electric	Manual	4.3	175,879	36,298	8,953	High
M3	2,014	Asia	Red	Hybrid	Manual	4.8	94,611	49,468	6,908	Low
5 Series	2,021	North America	Grey	Petrol	Manual	3.5	143,638	86,287	8,965	High
M5	2,020	Europe	Blue	Electric	Automatic	1.8	106,059	111,499	2,111	Low
M5	2,014	South America	Blue	Petrol	Automatic	3.3	120,680	30,410	2,838	Low
7 Series	2,013	Europe	White	Electric	Manual	5	114,843	39,165	3,460	Low
5 Series	2,022	Middle East	Silver	Hybrid	Manual	4.8	75,414	107,000	1,488	Low
3 Series	2,015	South America	Grey	Petrol	Manual	5	32,433	70,131	2,222	Low
M5	2,010	Asia	Grey	Diesel	Manual	3.9	167,192	91,600	8,194	High
M5	2,011	Middle East	Blue	Petrol	Automatic	3	27,424	66,651	4,162	Low
M3	2,013	Europe	Blue	Petrol	Manual	4.6	103,363	106,287	2,720	Low
M3	2,013	Africa	Silver	Petrol	Manual	4.6	13,928	107,248	1,608	Low
7 Series	2,017	Europe	Red	Hybrid	Automatic	2	62,383	31,028	1,086	Low
X1	2,018	Middle East	Red	Hybrid	Manual	4.2	169,792	40,677	9,825	High
M3	2,021	Europe	Grey	Petrol	Automatic	4.7	138,072	115,612	2,166	Low
X1	2,013	North America	Red	Petrol	Manual	4.6	98,207	37,404	5,643	Low
7 Series	2,015	South America	White	Electric	Automatic	4	58,064	59,789	8,375	High
7 Series	2,013	Asia	White	Petrol	Manual	3.4	63,421	71,315	2,738	Low
X5	2,013	Middle East	Black	Electric	Automatic	4.2	7,309	105,800	2,828	Low
X1	2,021	Middle East	Grey	Diesel	Manual	3.3	118,969	75,113	1,216	Low
i3	2,020	Africa	Red	Diesel	Automatic	2.6	27,821	77,971	3,476	Low
X5	2,021	Middle East	Silver	Electric	Manual	2.4	167,234	57,933	4,978	Low
i3	2,018	Europe	Black	Petrol	Automatic	3.4	175,203	42,829	8,559	High
M3	2,023	Middle East	Silver	Diesel	Automatic	3.1	52,160	64,155	1,548	Low
X1	2,013	Africa	Black	Petrol	Automatic	3.3	97,897	63,374	7,677	High
X3	2,022	Asia	White	Petrol	Manual	2.4	47,573	72,817	2,643	Low
M3	2,015	North America	Grey	Electric	Manual	3.6	193,646	51,407	7,243	High
X5	2,023	Asia	Silver	Diesel	Manual	3.8	138,406	102,201	1,245	Low
7 Series	2,022	North America	Black	Diesel	Automatic	4.3	145,971	31,699	9,383	High
X5	2,018	Middle East	Red	Electric	Manual	3.6	112,694	33,482	2,858	Low
X6	2,012	Asia	Black	Electric	Automatic	4.1	65,118	47,668	391	Low
X3	2,016	North America	White	Diesel	Manual	2.1	154,361	88,404	9,278	High
i8	2,016	Africa	Grey	Hybrid	Manual	1.9	14,207	54,002	8,973	High
i3	2,010	North America	Blue	Petrol	Automatic	2.1	177,426	68,045	677	Low
7 Series	2,020	North America	Grey	Diesel	Automatic	4.5	76,789	60,070	7,947	High
X6	2,011	Middle East	Silver	Petrol	Automatic	3.4	106,206	67,995	9,784	High
X5	2,014	Middle East	Grey	Petrol	Manual	3.1	172,698	54,084	5,288	Low
3 Series	2,017	Asia	Silver	Diesel	Automatic	4.2	160,752	106,073	9,693	High
X6	2,015	South America	Red	Hybrid	Manual	1.9	121,105	84,081	7,665	High
X6	2,023	Asia	Red	Petrol	Automatic	1.5	165,734	75,711	2,333	Low
5 Series	2,023	Africa	White	Petrol	Manual	2.6	187,241	90,636	137	Low
i3	2,022	Africa	Black	Diesel	Manual	2.4	50,189	119,733	3,462	Low
5 Series	2,022	Middle East	Blue	Electric	Manual	2.6	42,116	93,998	2,996	Low
X6	2,016	North America	Grey	Petrol	Manual	4.9	80,726	41,595	4,302	Low
3 Series	2,024	Africa	Silver	Diesel	Automatic	3.5	187,882	86,959	5,027	Low
X6	2,024	Middle East	Black	Hybrid	Automatic	3.6	154,916	97,262	5,607	Low
X5	2,012	Middle East	Grey	Petrol	Manual	3.8	24,873	74,465	3,494	Low
i3	2,015	Middle East	Grey	Hybrid	Automatic	2.9	138,799	69,131	5,359	Low
5 Series	2,018	South America	Black	Hybrid	Manual	4.9	71,065	118,539	3,129	Low
i3	2,012	Africa	Silver	Diesel	Automatic	4.9	188,698	115,441	1,049	Low
M5	2,023	Europe	White	Petrol	Manual	4.2	10,195	105,905	177	Low
X3	2,022	North America	Black	Electric	Automatic	2.2	37,417	81,875	907	Low
X1	2,022	Middle East	Red	Diesel	Automatic	4.6	104,806	40,002	8,259	High
M3	2,022	Africa	Red	Petrol	Manual	1.9	104,484	98,596	9,196	High
M3	2,015	South America	Red	Petrol	Automatic	3.7	144,493	63,772	7,700	High
M3	2,016	North America	White	Electric	Manual	3.1	78,311	69,725	7,047	High
i8	2,014	Africa	White	Diesel	Manual	1.6	168,859	70,627	888	Low
X6	2,019	Africa	Black	Petrol	Manual	4.7	38,312	30,674	2,672	Low
M5	2,022	North America	Blue	Electric	Manual	4.9	114,493	106,955	4,443	Low
X3	2,017	South America	Red	Hybrid	Automatic	4.7	1,092	88,955	7,711	High

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