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	2,020	Middle East	Grey	Electric	Manual	4.1	141,763	116,403	5,236	Low
X5	2,010	South America	Blue	Hybrid	Manual	4	134,946	73,697	6,211	Low
M3	2,014	Asia	Black	Petrol	Manual	1.6	80,065	34,471	2,619	Low
X1	2,013	North America	Silver	Hybrid	Automatic	5	115,933	92,125	9,331	High
i8	2,012	Middle East	Red	Petrol	Manual	4.7	62,119	53,303	6,391	Low
5 Series	2,014	Asia	White	Electric	Automatic	1.9	148,677	114,077	366	Low
i8	2,019	South America	Black	Diesel	Manual	3.4	55,017	55,382	8,323	High
5 Series	2,024	Asia	Black	Petrol	Manual	2.6	105,072	76,383	6,245	Low
X3	2,012	Middle East	Silver	Electric	Automatic	4.6	148,300	77,329	3,409	Low
M5	2,017	Asia	Black	Electric	Manual	3.9	169,770	84,005	5,044	Low
X1	2,022	Asia	Red	Hybrid	Manual	2.3	165,587	44,778	9,385	High
X6	2,012	North America	Black	Electric	Automatic	1.6	141,050	101,534	3,008	Low
7 Series	2,010	Europe	Grey	Petrol	Manual	2.5	66,967	119,931	2,760	Low
5 Series	2,018	Asia	Black	Hybrid	Manual	1.6	184,361	37,197	9,986	High
5 Series	2,024	Europe	White	Petrol	Automatic	2	162,262	118,079	8,004	High
i3	2,018	South America	Black	Petrol	Manual	3.7	92,488	67,118	139	Low
X3	2,015	Africa	Red	Hybrid	Automatic	4.1	72,190	52,477	7,062	High
X1	2,019	Africa	White	Petrol	Manual	3.1	193,527	103,599	1,882	Low
i8	2,010	Asia	Red	Diesel	Automatic	3.6	116,505	88,135	7,879	High
i3	2,017	North America	White	Hybrid	Manual	2	128,729	95,770	2,088	Low
3 Series	2,011	Africa	Grey	Petrol	Manual	2.6	164,177	84,848	9,303	High
X6	2,018	North America	Red	Petrol	Automatic	4	70,563	36,499	3,621	Low
M5	2,023	Africa	Black	Diesel	Manual	2.8	94,480	91,962	1,212	Low
5 Series	2,017	Europe	White	Electric	Automatic	2.7	77,811	103,304	1,774	Low
M3	2,012	Middle East	Grey	Diesel	Automatic	2.2	63,742	65,788	1,124	Low
M3	2,022	South America	White	Diesel	Manual	3.6	30,213	67,138	6,570	Low
X5	2,014	South America	Grey	Electric	Automatic	4.3	44,340	79,170	9,770	High
X5	2,018	Africa	Silver	Electric	Automatic	3.1	84,574	43,982	3,057	Low
X6	2,022	South America	Silver	Diesel	Manual	1.9	130,212	59,253	3,456	Low
5 Series	2,010	Europe	Red	Electric	Manual	4.4	133,779	74,133	6,003	Low
7 Series	2,018	Asia	Silver	Petrol	Automatic	1.7	139,767	54,873	6,107	Low
3 Series	2,024	Asia	Black	Diesel	Manual	3.2	179,702	50,402	3,300	Low
X6	2,013	Africa	White	Electric	Manual	2.4	62,667	102,759	3,461	Low
X6	2,013	Africa	Grey	Hybrid	Manual	4.8	142,522	79,972	1,145	Low
7 Series	2,024	Europe	Blue	Hybrid	Manual	4.1	31,370	30,982	1,979	Low
3 Series	2,013	Europe	Grey	Petrol	Manual	3.5	42,589	37,375	6,704	Low
M5	2,019	North America	Blue	Petrol	Automatic	3.8	51,313	50,265	8,450	High
X5	2,021	South America	Blue	Petrol	Manual	3.4	63,015	36,544	3,999	Low
X5	2,018	Africa	Grey	Electric	Automatic	2	23,245	34,241	5,782	Low
X1	2,023	North America	Blue	Petrol	Manual	4	110,391	102,707	4,754	Low
X5	2,015	Europe	White	Petrol	Automatic	3.2	178,964	60,044	7,140	High
M3	2,020	Asia	Silver	Electric	Automatic	3.7	162,006	110,122	706	Low
i8	2,017	Asia	White	Electric	Automatic	1.7	137,924	79,586	5,173	Low
M5	2,021	Asia	Silver	Hybrid	Manual	2	4,589	97,987	9,694	High
i3	2,023	Africa	Blue	Electric	Manual	3.6	194,349	30,450	6,088	Low
3 Series	2,013	Middle East	Silver	Diesel	Automatic	3.1	166,210	35,351	6,037	Low
M5	2,012	Europe	Black	Diesel	Manual	2.3	33,183	106,344	510	Low
i3	2,023	Europe	White	Petrol	Manual	2.3	114,523	35,851	1,224	Low
i8	2,010	Europe	Silver	Hybrid	Manual	3.7	45,059	100,511	7,445	High
X3	2,019	South America	Blue	Petrol	Manual	1.7	56,179	80,968	7,824	High
5 Series	2,024	Africa	Grey	Hybrid	Automatic	3	70,118	90,991	2,199	Low
i8	2,024	North America	Red	Hybrid	Automatic	3.3	105,881	55,470	9,852	High
X5	2,016	Africa	Red	Petrol	Manual	2.6	37,497	60,081	3,499	Low
3 Series	2,013	Europe	Grey	Hybrid	Automatic	4.4	155,422	106,709	8,003	High
X1	2,023	North America	Red	Hybrid	Manual	1.7	19,785	105,781	943	Low
3 Series	2,017	Asia	Black	Petrol	Manual	4.5	52,412	38,791	4,294	Low
M5	2,023	South America	Red	Electric	Automatic	4	76,852	111,635	5,042	Low
3 Series	2,012	Asia	Silver	Petrol	Automatic	3.1	35,335	44,416	8,117	High
M3	2,010	South America	Silver	Hybrid	Manual	4.7	161,738	91,467	8,805	High
i3	2,014	Europe	White	Petrol	Automatic	4	28,487	78,994	5,269	Low
5 Series	2,023	Africa	Red	Hybrid	Automatic	4.8	46,237	104,177	2,935	Low
7 Series	2,011	Europe	White	Diesel	Manual	3.2	176,629	48,686	1,741	Low
X1	2,012	Middle East	Black	Hybrid	Automatic	3.1	123,474	53,462	1,063	Low
i3	2,023	Europe	White	Diesel	Automatic	3.4	4,497	78,852	7,606	High
X3	2,015	Middle East	White	Diesel	Automatic	1.7	74,552	41,944	1,845	Low
7 Series	2,012	North America	Blue	Diesel	Manual	4.7	187,911	55,331	9,492	High
i3	2,012	North America	Blue	Petrol	Manual	3.8	141,775	101,042	1,867	Low
7 Series	2,021	South America	Silver	Petrol	Automatic	3.7	67,609	79,656	1,080	Low
7 Series	2,015	North America	Black	Petrol	Automatic	4.7	139,412	72,566	1,391	Low
3 Series	2,014	Africa	White	Diesel	Manual	5	27,186	76,848	8,424	High
i8	2,019	Europe	White	Hybrid	Manual	2.1	26,045	65,053	1,078	Low
M5	2,018	Asia	White	Petrol	Automatic	4.1	151,366	41,554	5,034	Low
X6	2,010	Asia	Red	Petrol	Manual	3.5	14,378	75,090	5,169	Low
M3	2,022	North America	Blue	Hybrid	Automatic	3.1	147,073	101,600	3,353	Low
X6	2,012	Middle East	Silver	Petrol	Automatic	4.9	118,164	98,797	7,519	High
M3	2,012	Asia	Black	Electric	Automatic	4.5	168,509	63,984	1,313	Low
7 Series	2,020	North America	White	Electric	Automatic	3.9	135,171	94,897	5,483	Low
X3	2,015	Africa	White	Hybrid	Automatic	2.8	124,825	84,017	1,581	Low
X1	2,017	Africa	Red	Petrol	Manual	3.8	62,164	85,610	5,189	Low
3 Series	2,012	North America	Blue	Diesel	Automatic	3.4	196,362	66,905	2,009	Low
i8	2,012	Africa	White	Diesel	Automatic	2.4	192,506	100,370	7,445	High
i8	2,015	Europe	White	Diesel	Automatic	3.1	46,330	102,863	5,964	Low
i3	2,017	Middle East	Red	Diesel	Manual	2.2	45,131	69,567	2,649	Low
i8	2,015	Asia	Red	Petrol	Manual	3.3	88,105	51,808	322	Low
i3	2,022	North America	Black	Electric	Manual	4	155,979	82,916	8,745	High
i3	2,021	Asia	Red	Diesel	Automatic	1.6	60,315	43,305	1,117	Low
M3	2,023	Europe	Grey	Petrol	Manual	4.2	16,382	59,732	3,335	Low
i8	2,019	Europe	Grey	Electric	Automatic	1.6	91,441	55,012	5,226	Low
5 Series	2,012	North America	Silver	Electric	Automatic	3.3	104,108	72,418	488	Low
M5	2,013	North America	White	Electric	Automatic	3.5	49,640	82,811	5,445	Low
X3	2,010	South America	Black	Hybrid	Automatic	4.2	51,579	50,183	6,511	Low
i8	2,022	South America	Black	Electric	Automatic	4.2	187,164	52,657	700	Low
X3	2,017	North America	White	Petrol	Manual	3	138,535	94,833	2,258	Low
X5	2,013	Middle East	Blue	Electric	Automatic	1.7	100,425	86,590	5,904	Low
M5	2,015	Africa	Blue	Electric	Automatic	3.9	157,810	74,265	7,172	High
X5	2,020	Asia	Grey	Petrol	Manual	3.3	143,156	48,917	5,484	Low
X6	2,012	North America	White	Diesel	Automatic	2.7	168,986	45,474	2,515	Low
X5	2,020	North America	Grey	Electric	Automatic	2.3	8,928	110,724	1,806	Low
X5	2,021	Asia	Black	Diesel	Manual	1.9	129,461	51,958	8,767	High
5 Series	2,020	Africa	Red	Diesel	Manual	2.5	29,155	57,899	3,987	Low

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