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
5 Series	2,016	Europe	Grey	Electric	Manual	3.9	72,531	106,147	4,266	Low
M3	2,021	Middle East	Blue	Hybrid	Automatic	4.6	168,117	82,594	5,323	Low
X6	2,011	Europe	Red	Diesel	Manual	1.9	152,301	72,134	9,906	High
M3	2,010	North America	Blue	Hybrid	Manual	3.1	45,386	75,406	2,411	Low
X1	2,012	North America	Grey	Petrol	Manual	2.3	70,547	55,168	5,013	Low
5 Series	2,021	Africa	Black	Petrol	Manual	4	82,726	101,781	9,310	High
X3	2,013	Europe	Blue	Electric	Automatic	4.9	71,939	36,699	3,795	Low
i3	2,017	Europe	Silver	Diesel	Manual	4.4	104,621	119,827	5,597	Low
X3	2,015	Africa	White	Electric	Automatic	1.6	26,921	50,786	8,788	High
X1	2,020	North America	Blue	Diesel	Manual	2.6	54,557	86,406	3,737	Low
3 Series	2,011	North America	Black	Hybrid	Manual	1.6	68,515	43,171	7,961	High
i3	2,024	Africa	Silver	Diesel	Automatic	1.6	13,164	67,279	934	Low
M5	2,018	Middle East	Black	Electric	Automatic	1.8	35,605	101,678	613	Low
3 Series	2,023	Africa	Grey	Hybrid	Automatic	2.5	97,959	46,497	553	Low
M5	2,011	Africa	Black	Electric	Automatic	2.6	168,849	104,389	7,222	High
M3	2,022	Middle East	Red	Diesel	Automatic	2.9	137,092	97,162	6,115	Low
X6	2,024	South America	White	Diesel	Automatic	2.9	150,315	117,602	2,181	Low
i3	2,021	Africa	Blue	Petrol	Manual	4.2	197,085	57,341	3,709	Low
i8	2,014	North America	Silver	Diesel	Automatic	2	128,246	80,378	6,560	Low
i8	2,021	Asia	Blue	Hybrid	Automatic	2.1	125,060	71,932	5,287	Low
X1	2,013	Europe	White	Hybrid	Manual	3.7	98,034	42,262	2,334	Low
M3	2,022	South America	Black	Electric	Automatic	3.5	91,469	105,849	2,066	Low
i3	2,016	North America	Blue	Hybrid	Manual	2	28,362	88,212	7,317	High
i3	2,017	North America	Silver	Electric	Manual	4.5	46,579	114,361	9,625	High
X3	2,014	Middle East	Red	Hybrid	Automatic	2.7	57,119	100,377	2,698	Low
X6	2,019	North America	White	Electric	Manual	2.8	30,044	95,411	2,732	Low
X6	2,023	Asia	Black	Petrol	Automatic	3	173,378	61,818	2,826	Low
X3	2,023	Middle East	Red	Diesel	Manual	2.6	159,116	55,169	9,366	High
5 Series	2,014	Middle East	White	Hybrid	Automatic	3.5	190,085	77,333	3,587	Low
X6	2,011	Europe	White	Diesel	Automatic	2.9	19,833	86,948	8,044	High
i3	2,017	North America	White	Hybrid	Manual	2.4	163,375	71,193	571	Low
i8	2,023	Africa	Red	Electric	Manual	4.7	115,163	106,410	4,032	Low
X1	2,011	Europe	Silver	Electric	Automatic	2.6	136,414	56,065	8,015	High
M5	2,019	Africa	Grey	Electric	Automatic	3.9	117,526	77,616	9,756	High
X3	2,021	Africa	White	Hybrid	Automatic	2.7	1,893	116,752	2,182	Low
i8	2,015	North America	Silver	Hybrid	Automatic	3	171,493	48,676	4,414	Low
5 Series	2,017	Europe	Silver	Electric	Automatic	2.3	187,252	106,905	7,691	High
i3	2,015	Middle East	White	Hybrid	Automatic	4.1	128,039	108,000	1,958	Low
M3	2,013	Europe	Red	Hybrid	Automatic	4.1	61,744	74,190	9,227	High
3 Series	2,022	North America	Red	Diesel	Manual	1.6	184,865	66,912	7,027	High
M5	2,013	Asia	Silver	Electric	Automatic	1.7	23,036	39,782	3,167	Low
X3	2,015	Middle East	Black	Hybrid	Manual	4.7	117,221	68,782	2,942	Low
3 Series	2,023	South America	Blue	Diesel	Manual	4.6	63,686	114,679	5,581	Low
M3	2,024	North America	Silver	Electric	Manual	3.3	197,120	78,800	6,984	Low
X1	2,022	Europe	Silver	Diesel	Manual	3.2	11,615	46,855	5,213	Low
i3	2,013	South America	Grey	Diesel	Automatic	4.3	59,413	40,124	5,112	Low
X3	2,017	Middle East	Grey	Diesel	Manual	2	5,351	62,637	3,113	Low
5 Series	2,018	Africa	White	Electric	Automatic	3.8	12,483	58,360	8,141	High
M3	2,010	South America	White	Electric	Manual	3.2	103,038	47,092	6,506	Low
i3	2,022	Middle East	Red	Diesel	Manual	4.1	5,840	33,044	7,408	High
X1	2,013	Asia	Silver	Petrol	Manual	1.6	161,506	93,535	8,644	High
X3	2,013	Middle East	Silver	Hybrid	Automatic	3.6	28,029	46,871	9,516	High
M3	2,011	Europe	Red	Electric	Manual	3.4	22,230	77,825	4,357	Low
7 Series	2,015	Middle East	Red	Diesel	Manual	4.4	111,324	62,963	8,624	High
5 Series	2,012	Middle East	White	Electric	Manual	3.9	20,920	58,643	6,255	Low
M5	2,016	Europe	Grey	Petrol	Automatic	4.6	26,049	108,337	8,398	High
M5	2,022	Middle East	Black	Diesel	Automatic	4.6	142,701	72,252	9,563	High
i8	2,020	Asia	Black	Petrol	Automatic	2.9	109,819	107,271	5,710	Low
i3	2,020	Asia	Red	Petrol	Automatic	2	130,757	86,873	519	Low
7 Series	2,014	Africa	Black	Electric	Manual	3.7	148,214	102,593	719	Low
5 Series	2,013	Europe	Silver	Hybrid	Automatic	4.6	69,697	75,900	6,436	Low
3 Series	2,014	Asia	Black	Petrol	Automatic	1.8	42,379	55,357	5,365	Low
i3	2,017	Middle East	Black	Diesel	Automatic	3.5	195,193	82,946	144	Low
X1	2,012	Africa	White	Hybrid	Manual	1.9	28,036	36,952	8,722	High
M3	2,023	Asia	Blue	Electric	Automatic	1.6	154,601	77,116	8,791	High
X6	2,016	Middle East	Blue	Petrol	Manual	3.9	59,982	30,191	1,443	Low
3 Series	2,024	Middle East	Black	Hybrid	Manual	3.9	135,689	103,564	9,141	High
X5	2,023	Middle East	Grey	Hybrid	Manual	3.6	94,960	86,531	6,630	Low
X3	2,015	Africa	Silver	Diesel	Manual	4.5	199,020	61,018	8,460	High
i8	2,021	North America	Silver	Petrol	Manual	1.8	65,414	63,154	7,623	High
5 Series	2,010	Asia	Blue	Electric	Manual	1.9	102,485	71,982	2,176	Low
7 Series	2,022	North America	Grey	Petrol	Manual	4.5	22,531	78,150	2,968	Low
M3	2,016	Asia	White	Hybrid	Manual	3.3	57,921	104,808	5,933	Low
7 Series	2,023	Middle East	White	Petrol	Manual	2.5	43,192	50,462	8,409	High
X6	2,022	Asia	White	Hybrid	Automatic	4.1	107,289	56,937	3,754	Low
7 Series	2,016	Europe	Grey	Electric	Manual	4.6	4,629	71,207	3,697	Low
X5	2,023	Middle East	Blue	Hybrid	Automatic	3.9	124,868	108,263	7,616	High
i3	2,024	South America	White	Diesel	Automatic	4.3	44,022	78,474	3,588	Low
M3	2,021	Middle East	Grey	Hybrid	Automatic	2.5	17,981	50,343	4,632	Low
i8	2,010	North America	Red	Petrol	Manual	2.5	83,624	38,650	6,833	Low
5 Series	2,018	South America	Blue	Petrol	Automatic	4.5	21	55,195	9,860	High
X3	2,015	Europe	Red	Petrol	Manual	3.7	48,666	42,642	7,886	High
M3	2,024	Asia	Silver	Electric	Automatic	2.3	128,641	65,928	9,993	High
7 Series	2,021	Africa	White	Hybrid	Manual	3.3	19,220	63,551	1,104	Low
i8	2,011	Africa	Blue	Petrol	Automatic	3.9	173,144	60,565	3,367	Low
X3	2,014	Middle East	Black	Hybrid	Manual	2.3	16,405	66,912	4,456	Low
7 Series	2,022	Africa	Red	Hybrid	Manual	3.8	1,928	98,451	1,001	Low
M5	2,020	North America	Black	Diesel	Manual	1.6	89,758	91,891	305	Low
7 Series	2,013	Europe	Blue	Hybrid	Manual	2.6	143,020	63,399	6,732	Low
X5	2,016	Africa	Grey	Diesel	Manual	3.9	58,880	81,000	9,431	High
i8	2,017	Europe	Blue	Electric	Manual	2	190,990	53,206	2,019	Low
X3	2,020	Europe	Grey	Petrol	Automatic	2.3	112,797	68,942	2,568	Low
i8	2,023	Africa	White	Hybrid	Manual	4.6	126,029	103,506	3,593	Low
X6	2,024	Middle East	Silver	Electric	Manual	3.9	120,353	117,515	8,548	High
X1	2,020	North America	Grey	Electric	Automatic	3.2	129,688	50,144	9,657	High
i8	2,010	North America	Grey	Hybrid	Automatic	2.2	170,424	66,568	8,449	High
X1	2,014	Africa	Silver	Electric	Manual	2.7	23,584	62,697	8,825	High
i8	2,024	Asia	Blue	Electric	Manual	3.5	21,588	77,003	2,318	Low
3 Series	2,012	Europe	Black	Diesel	Manual	2	129,247	50,369	3,789	Low
i3	2,010	Africa	Grey	Diesel	Manual	3.2	77,327	60,555	2,303	Low

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