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
i8	2,012	North America	Red	Petrol	Manual	2.8	66,364	94,945	6,926	Low
i3	2,014	Asia	White	Hybrid	Automatic	2.9	113,722	46,219	9,892	High
X6	2,019	Europe	Blue	Petrol	Manual	2.1	84,485	46,076	1,898	Low
5 Series	2,013	Middle East	Silver	Electric	Manual	4.7	89,068	115,354	2,157	Low
X5	2,024	Asia	Silver	Hybrid	Manual	4.6	57,970	58,705	8,543	High
M5	2,022	Asia	Silver	Diesel	Automatic	4.9	188,013	84,096	3,710	Low
X5	2,013	Africa	Red	Diesel	Automatic	2.9	156,661	115,967	8,442	High
M3	2,013	Europe	Grey	Petrol	Manual	4.4	117,262	31,951	896	Low
M5	2,019	Africa	Grey	Diesel	Manual	3	72,277	65,282	1,849	Low
X1	2,017	Europe	White	Diesel	Manual	3.1	4,178	60,902	3,439	Low
X3	2,015	Africa	White	Petrol	Automatic	4.4	129,265	75,681	8,100	High
X1	2,012	Asia	Silver	Hybrid	Manual	2.1	13,227	34,396	1,146	Low
X5	2,019	Europe	White	Petrol	Automatic	2.3	12,167	62,641	5,779	Low
3 Series	2,014	Europe	Blue	Hybrid	Manual	2.6	109,142	45,808	7,007	High
3 Series	2,015	South America	White	Diesel	Automatic	4.3	46,104	31,718	6,664	Low
M3	2,014	Asia	Blue	Electric	Manual	2.8	188,576	100,121	1,951	Low
M3	2,015	Africa	Black	Electric	Automatic	2.8	145,600	52,642	6,134	Low
X3	2,017	Middle East	Black	Petrol	Automatic	5	153,408	72,151	4,348	Low
M3	2,016	Middle East	Black	Electric	Manual	2.8	118,672	95,539	8,591	High
7 Series	2,014	Asia	Grey	Diesel	Automatic	2.4	120,273	71,155	1,960	Low
X6	2,019	North America	Silver	Petrol	Manual	3.7	186,840	30,683	8,096	High
3 Series	2,015	South America	White	Hybrid	Manual	4.3	71,218	43,554	981	Low
i3	2,023	Asia	Black	Electric	Automatic	1.7	161,918	97,065	8,328	High
M5	2,013	Europe	Black	Electric	Manual	3.7	195,901	39,634	6,769	Low
7 Series	2,021	South America	Grey	Diesel	Automatic	1.6	80,730	106,795	5,813	Low
X5	2,018	Middle East	Black	Electric	Automatic	3.3	83,515	46,597	8,123	High
7 Series	2,022	Europe	Black	Diesel	Automatic	2.4	54,199	56,756	2,124	Low
i3	2,013	South America	Black	Hybrid	Automatic	2.6	152,349	55,099	1,752	Low
X1	2,010	Asia	Grey	Electric	Automatic	3.1	93,384	84,941	5,179	Low
X1	2,016	Middle East	Grey	Petrol	Manual	4.7	105,560	71,088	5,544	Low
i3	2,016	Asia	Red	Hybrid	Automatic	4	4,641	89,220	8,571	High
5 Series	2,013	North America	White	Diesel	Manual	4.8	31,335	92,179	736	Low
M3	2,022	Africa	Blue	Diesel	Manual	3.8	43,815	90,505	501	Low
M5	2,023	South America	Red	Hybrid	Automatic	1.5	15,726	54,124	7,829	High
X3	2,012	North America	Blue	Hybrid	Manual	2.4	5,642	89,716	2,934	Low
M3	2,017	North America	Grey	Hybrid	Manual	4.7	3,278	41,137	4,837	Low
i8	2,014	North America	Black	Hybrid	Automatic	3.8	1,308	90,546	287	Low
3 Series	2,019	Asia	Grey	Electric	Manual	4.9	2,781	107,966	5,553	Low
i8	2,016	South America	Silver	Diesel	Manual	2	65,920	89,005	2,241	Low
X5	2,013	Africa	Blue	Electric	Automatic	2.5	5,584	39,345	8,681	High
X3	2,013	Europe	Grey	Electric	Manual	2.8	108,956	103,860	1,723	Low
3 Series	2,017	North America	Silver	Hybrid	Automatic	2.6	47,294	46,436	6,672	Low
X3	2,023	South America	Black	Diesel	Automatic	2.4	92,141	86,363	8,828	High
M3	2,017	Middle East	Black	Petrol	Manual	3.1	138,955	67,471	735	Low
X6	2,011	North America	White	Electric	Manual	3.7	51,770	80,897	6,546	Low
3 Series	2,023	Middle East	Blue	Hybrid	Manual	2.6	140,779	49,229	4,941	Low
i3	2,011	South America	Grey	Diesel	Automatic	1.8	80,474	114,227	6,313	Low
M3	2,012	Africa	Red	Electric	Automatic	4	53,902	108,041	3,489	Low
M5	2,024	North America	Black	Petrol	Manual	3.1	101,064	96,471	962	Low
3 Series	2,021	Africa	Grey	Petrol	Manual	3.4	94,267	100,560	373	Low
5 Series	2,021	Middle East	Red	Petrol	Manual	3.1	93,217	80,212	7,769	High
M3	2,012	Middle East	Black	Diesel	Automatic	4.6	77,839	44,663	4,644	Low
M5	2,010	Middle East	Black	Hybrid	Automatic	3.5	31,638	76,969	4,093	Low
M3	2,024	South America	Red	Diesel	Manual	4.7	87,328	43,182	7,818	High
7 Series	2,023	Africa	Red	Hybrid	Automatic	3.3	81,021	71,368	7,515	High
7 Series	2,012	Europe	Black	Electric	Manual	2.5	194,140	118,326	8,700	High
5 Series	2,015	Asia	Grey	Electric	Manual	2.7	41,983	48,064	4,445	Low
M5	2,017	Middle East	Silver	Diesel	Automatic	3.3	192,991	99,749	3,514	Low
X3	2,022	Europe	Blue	Hybrid	Automatic	3.4	122,911	113,750	1,986	Low
X3	2,021	South America	Black	Petrol	Manual	3.9	141,711	50,580	2,055	Low
M5	2,023	North America	Silver	Electric	Automatic	2.3	75,476	94,863	1,992	Low
5 Series	2,019	Asia	Blue	Hybrid	Manual	3.8	115,227	79,059	6,762	Low
X5	2,015	South America	Grey	Hybrid	Manual	4.2	46,221	96,516	1,230	Low
i3	2,014	North America	Blue	Diesel	Automatic	3.9	86,804	58,275	6,779	Low
M5	2,024	Africa	Silver	Hybrid	Manual	3.2	25,815	81,428	7,454	High
i8	2,013	Asia	Grey	Diesel	Automatic	5	143,736	62,044	7,372	High
i8	2,012	South America	Silver	Petrol	Manual	2.9	103,397	118,690	4,349	Low
X3	2,022	Asia	Blue	Diesel	Manual	1.9	131,050	75,852	5,035	Low
3 Series	2,013	Asia	Black	Hybrid	Manual	4.4	46,238	45,302	1,490	Low
3 Series	2,023	Middle East	Silver	Hybrid	Manual	2.2	139,285	68,684	3,343	Low
7 Series	2,016	North America	Silver	Electric	Automatic	4	167,960	95,938	3,166	Low
X3	2,010	Europe	White	Electric	Manual	2.1	9,773	101,481	5,252	Low
i8	2,016	Africa	Grey	Electric	Automatic	1.6	66,601	99,719	8,150	High
i3	2,010	Asia	White	Electric	Automatic	2.1	128,899	86,771	8,421	High
3 Series	2,011	Europe	Red	Electric	Manual	2.8	51,744	115,390	475	Low
3 Series	2,024	North America	Red	Hybrid	Automatic	1.9	63,075	88,196	725	Low
5 Series	2,013	South America	Red	Electric	Manual	2.2	108,469	72,645	8,771	High
X5	2,010	Asia	Grey	Diesel	Manual	4.2	135,982	43,364	4,245	Low
X1	2,020	Middle East	Red	Diesel	Manual	4.2	162,373	63,814	2,761	Low
X6	2,021	South America	Blue	Petrol	Automatic	4.4	98,770	56,175	3,257	Low
M3	2,020	Europe	White	Hybrid	Manual	4.4	43,505	98,462	2,674	Low
7 Series	2,024	Middle East	White	Electric	Manual	3	199,991	35,172	2,178	Low
X6	2,020	South America	Silver	Electric	Manual	4.5	114,840	58,072	8,981	High
M5	2,018	Europe	Silver	Electric	Automatic	3.3	122,169	95,387	7,303	High
M3	2,021	North America	Grey	Electric	Manual	3.1	94,409	93,430	9,986	High
X3	2,015	South America	Grey	Electric	Manual	4	32,611	119,260	7,854	High
i8	2,022	Middle East	Blue	Electric	Automatic	2.2	12,082	76,566	9,576	High
X1	2,010	North America	White	Diesel	Automatic	4.3	102,506	110,597	9,480	High
3 Series	2,010	Africa	Grey	Diesel	Manual	3	171,209	32,861	9,975	High
X6	2,015	Africa	Black	Diesel	Automatic	1.9	166,351	39,066	4,125	Low
7 Series	2,013	Middle East	Red	Hybrid	Manual	1.9	11,150	62,265	9,801	High
X5	2,013	South America	Black	Electric	Automatic	2.1	199,024	110,541	4,566	Low
7 Series	2,024	Europe	White	Petrol	Automatic	4.6	47,329	40,565	4,530	Low
3 Series	2,020	Europe	Black	Petrol	Automatic	5	70,573	115,794	7,649	High
i3	2,024	Africa	Black	Hybrid	Manual	2.7	137,319	72,076	7,352	High
X5	2,015	North America	Blue	Petrol	Manual	2.5	137,013	33,194	3,265	Low
3 Series	2,024	Asia	Silver	Hybrid	Manual	2.3	196,021	74,976	6,377	Low
M3	2,023	Middle East	White	Diesel	Automatic	4.4	39,357	99,529	3,911	Low
7 Series	2,021	Africa	White	Electric	Manual	2.2	175,557	75,642	3,935	Low
3 Series	2,020	Europe	Red	Electric	Manual	4.7	123,699	79,859	9,862	High

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