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	2,013	North America	White	Electric	Manual	2.2	112,220	76,793	7,488	High
i8	2,012	Asia	Red	Hybrid	Automatic	4.7	196,329	94,779	8,296	High
X1	2,012	Middle East	Silver	Electric	Automatic	2.4	100,169	94,138	8,881	High
M5	2,015	Asia	Red	Hybrid	Automatic	4.7	52,656	52,293	5,627	Low
7 Series	2,021	Africa	Grey	Electric	Manual	4.9	15,823	99,123	7,010	High
X6	2,022	South America	Silver	Hybrid	Automatic	4.1	114,121	110,721	1,075	Low
X6	2,015	Middle East	Red	Diesel	Automatic	1.5	94,501	92,586	652	Low
M3	2,015	South America	Black	Petrol	Manual	2.3	88,352	38,952	4,909	Low
M5	2,015	Middle East	Silver	Diesel	Automatic	2.4	139,204	88,598	608	Low
i8	2,017	Europe	Black	Electric	Manual	3.4	191,243	103,848	7,231	High
X6	2,017	Asia	Red	Hybrid	Automatic	2.1	50,567	53,957	1,782	Low
X5	2,018	Africa	Blue	Diesel	Automatic	1.8	34,134	55,923	3,285	Low
7 Series	2,010	South America	Red	Hybrid	Manual	2.1	77,487	55,258	6,435	Low
X6	2,019	Europe	Grey	Petrol	Manual	2.6	90,729	43,256	5,666	Low
X6	2,017	Europe	Silver	Electric	Automatic	1.7	159,736	72,927	4,823	Low
i3	2,014	South America	Blue	Petrol	Manual	2.2	173,605	99,941	8,431	High
X1	2,012	Middle East	Blue	Diesel	Manual	2.1	101,409	113,462	9,998	High
M3	2,020	Europe	Red	Hybrid	Automatic	4.2	88,195	79,724	5,299	Low
M5	2,019	Asia	Black	Diesel	Automatic	2.1	84,331	80,826	1,766	Low
5 Series	2,012	Europe	Silver	Electric	Manual	4.3	161,609	102,897	8,554	High
X5	2,015	Asia	Red	Petrol	Automatic	3.3	164,831	49,086	4,993	Low
5 Series	2,017	South America	Grey	Petrol	Automatic	4.2	63,448	47,228	5,600	Low
X3	2,019	South America	White	Electric	Automatic	3.1	110,924	81,602	9,013	High
X3	2,011	Middle East	Red	Electric	Automatic	4.7	170,964	30,490	6,906	Low
X5	2,021	Middle East	Silver	Hybrid	Manual	2.5	65,618	66,942	1,576	Low
X5	2,018	Middle East	White	Hybrid	Manual	4.2	94,589	111,648	9,215	High
3 Series	2,014	North America	Grey	Electric	Manual	2.1	189,179	34,653	4,554	Low
X1	2,014	Africa	Silver	Diesel	Automatic	4.6	190,471	89,457	4,685	Low
X1	2,010	Asia	Silver	Electric	Automatic	1.6	2,492	79,481	4,601	Low
7 Series	2,015	South America	White	Diesel	Manual	3.1	51,312	76,229	1,716	Low
3 Series	2,022	South America	Grey	Hybrid	Automatic	3	62,055	49,184	1,405	Low
5 Series	2,020	Africa	White	Petrol	Automatic	3.7	7,473	68,930	5,076	Low
M3	2,020	Africa	Blue	Electric	Manual	3	83,834	39,640	6,478	Low
X6	2,014	South America	White	Petrol	Manual	3.6	66,643	112,974	1,149	Low
3 Series	2,016	Asia	Black	Hybrid	Automatic	4.5	190,215	93,747	3,995	Low
5 Series	2,016	Africa	White	Petrol	Automatic	2	57,487	118,205	1,392	Low
i8	2,013	South America	Grey	Hybrid	Automatic	2.4	20,271	59,236	1,365	Low
X6	2,014	Africa	Red	Petrol	Automatic	4.3	129,213	65,954	2,452	Low
7 Series	2,019	South America	Red	Diesel	Automatic	2.3	182,327	54,869	7,716	High
X6	2,023	Europe	Red	Diesel	Automatic	4.7	38,299	96,940	4,408	Low
X3	2,017	Middle East	Black	Hybrid	Manual	3.4	168,649	105,514	4,567	Low
X5	2,011	Asia	White	Diesel	Manual	1.8	180,844	67,307	1,022	Low
M5	2,010	Middle East	Silver	Electric	Automatic	1.6	137,236	41,652	1,248	Low
M5	2,023	Africa	White	Petrol	Automatic	4.2	139,893	105,784	5,069	Low
M3	2,015	Europe	Black	Hybrid	Automatic	4.5	170,596	51,635	9,386	High
5 Series	2,020	South America	Silver	Hybrid	Manual	2.3	72,526	62,371	154	Low
i3	2,023	Africa	White	Hybrid	Automatic	2.3	50,728	100,476	6,556	Low
M5	2,013	Europe	Black	Petrol	Automatic	4.8	84,258	60,322	2,986	Low
3 Series	2,022	Europe	Blue	Hybrid	Manual	3.8	21,559	33,509	3,594	Low
5 Series	2,019	Africa	Grey	Electric	Automatic	2.1	13,712	38,199	6,238	Low
i3	2,012	Middle East	Grey	Petrol	Automatic	3.1	5,913	77,065	7,636	High
7 Series	2,016	North America	Silver	Hybrid	Manual	4.7	67,902	92,712	1,697	Low
X5	2,017	Africa	Grey	Diesel	Manual	3.7	52,937	88,395	7,264	High
X1	2,020	Europe	Silver	Hybrid	Automatic	2.9	181,886	39,947	7,592	High
X1	2,021	Africa	Red	Petrol	Automatic	2	195,231	96,000	8,635	High
M5	2,013	North America	Grey	Petrol	Manual	4	85,763	82,398	6,428	Low
X1	2,021	North America	White	Petrol	Manual	2.5	7,420	108,166	3,921	Low
X3	2,021	Middle East	Silver	Petrol	Automatic	3.5	154,598	30,756	9,365	High
5 Series	2,024	South America	Black	Petrol	Manual	3.6	121,451	68,964	4,193	Low
X1	2,019	South America	Grey	Diesel	Manual	3.4	148,919	98,173	4,753	Low
M5	2,021	Middle East	White	Diesel	Manual	2.4	86,511	72,978	7,918	High
M3	2,020	North America	Red	Electric	Automatic	4	15,394	105,330	2,230	Low
5 Series	2,020	Europe	Blue	Diesel	Manual	3.5	158,240	119,409	8,583	High
i8	2,024	Asia	Black	Petrol	Manual	2.9	79,896	56,193	190	Low
3 Series	2,015	North America	Grey	Petrol	Automatic	1.7	176,302	83,007	851	Low
i8	2,022	Asia	Black	Hybrid	Manual	2.7	20,001	115,783	365	Low
M5	2,020	Asia	White	Petrol	Manual	2.7	169,123	79,778	5,231	Low
5 Series	2,020	Asia	Black	Hybrid	Automatic	4.3	160,144	88,826	6,634	Low
X6	2,024	South America	Grey	Petrol	Manual	3.3	18,639	40,895	3,419	Low
M5	2,011	North America	Grey	Diesel	Manual	4.8	118,902	84,580	9,488	High
3 Series	2,017	South America	Blue	Electric	Manual	4.1	190,745	56,111	2,591	Low
3 Series	2,015	North America	Silver	Hybrid	Manual	3.4	23,249	31,924	5,557	Low
5 Series	2,020	Africa	Blue	Electric	Manual	2.1	39,636	109,798	1,576	Low
5 Series	2,018	Asia	White	Petrol	Manual	2.3	30,318	44,315	2,985	Low
M5	2,020	Africa	Black	Hybrid	Automatic	2.1	125,929	114,724	2,479	Low
X3	2,022	Middle East	Blue	Diesel	Automatic	3	75,246	112,990	9,802	High
X3	2,022	South America	Silver	Petrol	Manual	4	9,430	69,806	1,065	Low
i8	2,015	North America	White	Hybrid	Manual	4.2	135,843	50,501	9,982	High
i3	2,015	North America	Grey	Diesel	Automatic	1.8	1,732	69,116	6,711	Low
7 Series	2,021	Africa	Black	Hybrid	Automatic	3.2	39,270	57,350	7,241	High
X6	2,011	North America	Red	Hybrid	Manual	3.2	191,660	39,680	4,196	Low
X6	2,014	Europe	White	Petrol	Manual	3	121,166	113,618	2,657	Low
7 Series	2,018	Middle East	Black	Hybrid	Automatic	2.6	3,851	118,113	8,028	High
X1	2,010	Asia	Red	Petrol	Automatic	3.2	42,578	75,808	5,420	Low
X6	2,013	North America	White	Petrol	Automatic	3.3	51,936	31,750	4,073	Low
i3	2,019	North America	Silver	Petrol	Manual	3.6	7,673	81,594	8,838	High
X5	2,019	Europe	Grey	Hybrid	Automatic	2.8	97,624	41,611	5,185	Low
7 Series	2,023	Europe	Silver	Hybrid	Automatic	4.8	74,661	57,666	146	Low
5 Series	2,012	Asia	Silver	Petrol	Manual	2.7	197,068	88,169	206	Low
3 Series	2,010	South America	Grey	Hybrid	Automatic	4.6	141,015	85,248	9,628	High
5 Series	2,010	Middle East	Blue	Petrol	Automatic	4.3	41,981	36,677	4,602	Low
M3	2,024	Europe	White	Diesel	Automatic	3.1	50,406	39,862	4,100	Low
X1	2,010	North America	White	Electric	Automatic	3.2	165,442	44,031	3,385	Low
i8	2,010	Asia	Red	Electric	Manual	4.5	49,739	46,666	6,828	Low
X1	2,024	Asia	Silver	Electric	Automatic	3.2	83,428	109,873	5,860	Low
X5	2,022	South America	Red	Petrol	Manual	3.9	93,761	41,411	6,787	Low
5 Series	2,011	Middle East	White	Hybrid	Manual	4.3	137,875	46,347	5,708	Low
X6	2,020	Middle East	Black	Electric	Automatic	4.7	14,375	61,380	7,746	High
5 Series	2,014	South America	Grey	Electric	Automatic	2.3	136,334	52,569	3,261	Low
M5	2,011	Asia	Black	Electric	Manual	4.9	41,568	104,910	8,878	High

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