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
X3	2,013	North America	Blue	Petrol	Automatic	3.6	141,505	95,560	8,817	High
M5	2,017	Asia	Blue	Diesel	Manual	4.6	27,254	67,427	4,375	Low
i3	2,018	Europe	Black	Petrol	Manual	2.2	140,763	74,133	1,374	Low
X5	2,012	Middle East	White	Diesel	Automatic	1.8	143,894	98,902	208	Low
7 Series	2,012	Europe	Black	Hybrid	Automatic	3.9	131,987	40,736	9,968	High
3 Series	2,020	South America	Black	Diesel	Automatic	4.4	76,192	47,835	963	Low
7 Series	2,022	North America	Red	Hybrid	Manual	4.5	16,221	51,830	4,295	Low
i3	2,011	Europe	Silver	Electric	Manual	3.7	5,349	30,084	9,255	High
3 Series	2,022	Middle East	Blue	Diesel	Manual	4.4	45,656	109,145	4,719	Low
i3	2,019	South America	Black	Petrol	Manual	4	59,439	68,850	8,015	High
M5	2,012	Middle East	Blue	Electric	Manual	1.8	61,839	59,694	4,819	Low
5 Series	2,012	Middle East	Blue	Electric	Manual	4.2	159,333	80,766	6,269	Low
X3	2,014	Africa	Blue	Electric	Manual	2.1	194,557	48,979	9,146	High
X6	2,014	Middle East	Black	Electric	Automatic	2.3	49,146	92,416	3,044	Low
X6	2,011	Middle East	Black	Petrol	Manual	2.9	119,206	39,580	8,359	High
3 Series	2,021	Europe	Red	Hybrid	Automatic	2.6	69,766	106,853	1,838	Low
X3	2,019	North America	Blue	Petrol	Automatic	2.6	101,035	51,588	3,715	Low
X3	2,022	South America	Black	Diesel	Manual	2.1	95,568	59,355	3,850	Low
7 Series	2,015	Africa	Blue	Diesel	Manual	2.5	191,408	72,816	7,634	High
5 Series	2,014	Asia	White	Petrol	Automatic	1.6	98,407	119,012	5,839	Low
X1	2,015	Middle East	Black	Electric	Manual	3.2	167,427	69,322	4,441	Low
7 Series	2,010	South America	Red	Electric	Automatic	4.2	118,156	109,561	2,009	Low
M3	2,014	Africa	Grey	Electric	Automatic	4.5	36,266	108,677	8,678	High
5 Series	2,018	Europe	Red	Petrol	Manual	4.4	169,867	90,591	7,618	High
3 Series	2,021	South America	White	Diesel	Automatic	3	51,063	117,490	2,299	Low
X1	2,019	Europe	White	Hybrid	Automatic	4.1	88,013	76,899	9,933	High
X1	2,023	South America	Red	Electric	Automatic	2.5	91,220	51,804	4,142	Low
M5	2,011	Asia	White	Electric	Automatic	1.7	50,464	55,586	5,213	Low
M5	2,010	South America	Blue	Electric	Automatic	3.9	139,586	88,012	8,551	High
7 Series	2,023	Africa	Silver	Electric	Manual	3.8	117,510	79,905	9,006	High
M5	2,019	Europe	Red	Petrol	Automatic	4.3	88,782	59,395	6,480	Low
7 Series	2,022	Africa	Silver	Diesel	Automatic	3.7	46,598	97,468	6,078	Low
i8	2,020	Middle East	Silver	Hybrid	Automatic	2	40,623	108,861	6,462	Low
3 Series	2,018	Middle East	White	Diesel	Automatic	4.5	154,329	73,392	7,889	High
M3	2,019	Europe	Silver	Petrol	Manual	3.7	135,833	42,239	7,679	High
M3	2,018	North America	Grey	Diesel	Automatic	4.3	122,955	36,293	618	Low
i3	2,024	North America	Blue	Electric	Manual	4.2	152,179	93,988	2,084	Low
M5	2,018	Africa	White	Diesel	Manual	2.5	21,175	41,837	4,802	Low
M5	2,015	Asia	Red	Hybrid	Automatic	1.8	54,636	116,729	4,766	Low
X6	2,024	Europe	Grey	Diesel	Manual	2.1	75,841	108,867	6,839	Low
i8	2,017	Middle East	White	Petrol	Automatic	1.8	52,327	74,005	8,478	High
M3	2,023	Asia	Black	Electric	Automatic	2.4	196,238	109,772	1,993	Low
X1	2,020	Middle East	Blue	Diesel	Manual	3.1	59,102	64,022	9,842	High
5 Series	2,024	Asia	Grey	Electric	Automatic	4.7	124,858	114,997	7,692	High
M3	2,022	Asia	Red	Hybrid	Manual	4.6	156,811	88,747	775	Low
M5	2,010	Europe	Blue	Electric	Automatic	4	52,357	70,378	1,317	Low
5 Series	2,019	North America	Blue	Electric	Automatic	1.6	59,002	52,284	8,737	High
i3	2,013	Asia	Blue	Diesel	Manual	2.7	52,711	117,713	817	Low
X3	2,010	South America	Black	Hybrid	Automatic	3.9	188,639	45,145	978	Low
X3	2,017	Africa	Grey	Petrol	Automatic	2	81,545	86,709	4,401	Low
5 Series	2,010	Europe	White	Hybrid	Automatic	4.3	185,212	67,878	8,415	High
X6	2,012	Africa	Black	Hybrid	Manual	4.7	91,544	58,615	5,429	Low
M3	2,022	North America	Silver	Electric	Manual	2.7	103,901	105,252	6,981	Low
i8	2,013	Africa	Silver	Hybrid	Automatic	4	60,124	38,913	4,064	Low
7 Series	2,024	Africa	Blue	Petrol	Automatic	2	133,039	93,584	5,289	Low
M5	2,024	Europe	Black	Diesel	Automatic	3.9	70,998	59,653	2,064	Low
X6	2,024	North America	Blue	Hybrid	Manual	1.6	19,430	91,957	6,582	Low
M5	2,017	Asia	Grey	Electric	Automatic	2	83,383	63,641	3,597	Low
3 Series	2,015	North America	White	Diesel	Manual	4	17,211	88,214	7,441	High
X5	2,023	Middle East	Red	Diesel	Automatic	4	146,310	60,096	7,480	High
M3	2,019	Africa	Silver	Electric	Automatic	3.7	159,856	100,854	1,320	Low
M5	2,021	North America	Black	Petrol	Automatic	3.2	198,523	64,803	6,044	Low
i3	2,016	Europe	Black	Petrol	Manual	3.9	167,437	74,801	9,549	High
X6	2,023	Europe	Black	Electric	Automatic	4.2	132,964	61,017	8,566	High
i3	2,017	Asia	Silver	Diesel	Automatic	4.9	18,561	90,174	6,181	Low
5 Series	2,011	North America	White	Diesel	Automatic	4.6	188,094	72,728	9,742	High
7 Series	2,022	South America	Silver	Petrol	Automatic	4.3	166,692	101,143	257	Low
X5	2,019	Europe	Silver	Petrol	Manual	3.9	116,837	38,350	2,140	Low
X5	2,023	Asia	Red	Electric	Manual	3.5	115,949	31,097	4,379	Low
5 Series	2,020	Africa	Red	Hybrid	Manual	1.9	18,709	101,483	8,549	High
3 Series	2,017	South America	Blue	Petrol	Manual	2.1	146,245	55,835	3,272	Low
X1	2,012	Asia	Red	Hybrid	Automatic	4.4	78,636	48,370	6,533	Low
3 Series	2,016	South America	White	Electric	Manual	4.3	77,809	100,336	7,812	High
X3	2,012	North America	Silver	Hybrid	Automatic	3.7	111,587	88,407	2,879	Low
M5	2,024	Asia	Silver	Electric	Automatic	3	149,252	76,673	9,265	High
X6	2,016	South America	White	Diesel	Automatic	1.6	130,713	116,123	8,858	High
3 Series	2,023	South America	Red	Hybrid	Manual	2.6	26,158	45,031	3,380	Low
i3	2,020	Asia	Red	Petrol	Manual	3	75,606	53,784	6,190	Low
M5	2,024	Asia	Silver	Petrol	Manual	3.2	105,447	43,118	3,087	Low
X3	2,021	South America	Blue	Electric	Automatic	4.8	179,860	41,973	222	Low
M5	2,022	Africa	Silver	Diesel	Automatic	1.9	11,640	33,902	6,211	Low
3 Series	2,011	Middle East	Blue	Diesel	Automatic	3.3	188,668	103,575	7,030	High
X1	2,019	North America	Blue	Electric	Manual	2.8	116,545	106,216	9,574	High
M3	2,015	Europe	Grey	Electric	Automatic	5	173,825	61,639	1,877	Low
X1	2,012	Europe	Silver	Diesel	Automatic	4.5	110,298	49,399	3,158	Low
5 Series	2,012	Asia	Grey	Hybrid	Manual	3	181,037	53,000	8,802	High
X1	2,024	South America	Black	Hybrid	Automatic	5	142,020	75,014	6,320	Low
7 Series	2,018	Europe	Black	Petrol	Automatic	3.3	191,240	85,128	8,744	High
M3	2,016	Europe	Blue	Hybrid	Manual	2.1	94,861	66,017	1,583	Low
X3	2,014	South America	Blue	Electric	Manual	3.4	138,819	109,925	762	Low
X5	2,021	South America	Blue	Diesel	Manual	2.3	51,904	30,422	3,831	Low
X5	2,019	South America	Grey	Electric	Manual	3.7	25,895	79,992	1,777	Low
X5	2,016	Asia	Silver	Petrol	Automatic	4.8	146,069	60,342	897	Low
7 Series	2,018	Africa	Blue	Petrol	Automatic	4.3	63,502	38,309	6,817	Low
M3	2,010	Asia	Blue	Hybrid	Automatic	2.5	142,232	114,959	4,602	Low
i8	2,016	Asia	Silver	Diesel	Manual	2.5	173,887	71,493	883	Low
M3	2,015	South America	Silver	Petrol	Automatic	1.7	99,999	76,791	7,901	High
7 Series	2,019	North America	Red	Hybrid	Automatic	2.5	38,110	61,608	3,232	Low
i3	2,023	Europe	White	Hybrid	Automatic	1.8	191,913	61,119	676	Low
M5	2,021	South America	Red	Hybrid	Manual	3.2	8,848	36,549	4,354	Low

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