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
X1	2,016	South America	Blue	Electric	Manual	2.7	74,487	78,347	2,485	Low
X5	2,022	Asia	Silver	Diesel	Manual	2.8	140,684	41,355	9,058	High
3 Series	2,011	Africa	Silver	Hybrid	Manual	4	49,222	97,639	694	Low
X6	2,017	Europe	Grey	Hybrid	Automatic	4.8	66,504	96,578	1,151	Low
X5	2,016	Africa	Grey	Diesel	Manual	4	46,623	40,008	5,656	Low
X3	2,017	Africa	Blue	Hybrid	Manual	4.2	195,433	79,706	8,070	High
X5	2,021	Europe	Grey	Diesel	Manual	4.1	126,131	92,013	3,656	Low
5 Series	2,012	Asia	Blue	Petrol	Manual	2.6	22,677	107,765	7,018	High
5 Series	2,016	Asia	Black	Electric	Manual	4.1	57,324	64,684	5,784	Low
X5	2,019	Europe	White	Petrol	Automatic	4.2	96,667	46,763	3,908	Low
3 Series	2,022	North America	Grey	Petrol	Automatic	3.4	194,551	116,361	8,274	High
i3	2,018	Africa	Black	Diesel	Manual	3.4	66,127	81,214	8,581	High
7 Series	2,012	Africa	Blue	Petrol	Automatic	4.2	148,952	82,242	7,579	High
X1	2,023	North America	Blue	Electric	Automatic	4.4	46,441	33,046	5,752	Low
X1	2,019	Europe	White	Electric	Manual	2.7	94,016	103,738	1,579	Low
X1	2,015	Asia	Red	Hybrid	Automatic	4.3	152,222	72,725	8,570	High
X5	2,011	Africa	Black	Electric	Automatic	4.3	195,175	35,055	3,770	Low
X6	2,011	North America	Silver	Electric	Manual	2.3	165,912	55,917	7,047	High
X3	2,014	Africa	Silver	Diesel	Automatic	4	91,891	43,663	4,461	Low
X1	2,014	Africa	Silver	Petrol	Manual	2.2	106,164	99,447	5,897	Low
3 Series	2,022	Africa	Black	Petrol	Manual	1.8	154,513	69,090	2,071	Low
7 Series	2,016	Africa	Grey	Hybrid	Manual	3.5	48,618	100,897	6,344	Low
i8	2,021	Africa	White	Petrol	Automatic	4.7	192,434	104,724	6,984	Low
X3	2,011	North America	Black	Petrol	Manual	1.6	59,748	30,570	166	Low
M3	2,020	Middle East	White	Hybrid	Manual	4.4	185,910	73,968	9,134	High
5 Series	2,023	North America	Grey	Electric	Manual	3.3	197,547	51,358	4,239	Low
X3	2,022	North America	Black	Petrol	Manual	4.5	48,584	44,428	8,470	High
X1	2,016	Europe	Black	Petrol	Manual	4.5	43,620	33,662	7,567	High
X6	2,014	Asia	Blue	Petrol	Automatic	4.6	164,873	70,499	2,952	Low
X1	2,023	South America	Black	Hybrid	Automatic	4.2	10,008	93,772	369	Low
i8	2,015	North America	White	Diesel	Manual	4.5	60,988	40,920	2,538	Low
7 Series	2,017	Europe	White	Petrol	Manual	2.1	51,199	117,088	9,695	High
M3	2,019	Middle East	Black	Petrol	Automatic	2.6	35,510	53,200	6,117	Low
3 Series	2,022	North America	Red	Diesel	Automatic	2.3	145,893	48,907	5,289	Low
M3	2,023	Asia	Blue	Petrol	Manual	4.1	167,781	74,557	7,993	High
3 Series	2,021	Middle East	White	Petrol	Automatic	2	29,865	59,728	2,201	Low
M3	2,013	South America	White	Electric	Automatic	2.1	135,230	115,014	2,944	Low
X6	2,022	North America	Silver	Hybrid	Manual	4.6	142,280	61,954	7,045	High
X5	2,016	Middle East	Black	Electric	Manual	4	35,320	107,061	5,556	Low
i8	2,015	Africa	Blue	Hybrid	Manual	4.6	169,218	77,613	8,107	High
X6	2,019	North America	Red	Hybrid	Automatic	2	46,506	47,178	8,563	High
7 Series	2,011	Europe	Grey	Diesel	Automatic	2.9	97,738	116,314	2,045	Low
3 Series	2,024	Middle East	Red	Petrol	Manual	2.5	51,203	101,507	1,536	Low
M3	2,017	Middle East	Grey	Petrol	Manual	1.5	109,723	89,143	6,136	Low
7 Series	2,019	South America	White	Electric	Manual	2.5	117,032	91,181	9,279	High
5 Series	2,018	South America	Silver	Hybrid	Automatic	2.8	4,618	91,872	7,699	High
X3	2,014	Asia	Blue	Diesel	Automatic	1.8	166,642	76,428	5,700	Low
i3	2,019	Africa	White	Diesel	Manual	3.5	22,943	106,172	4,416	Low
M5	2,013	Middle East	Silver	Electric	Automatic	2.8	54,865	68,152	5,750	Low
i8	2,015	Africa	Blue	Electric	Manual	1.7	128,807	80,412	1,594	Low
i3	2,017	Middle East	Grey	Diesel	Automatic	4	133,941	31,875	4,279	Low
5 Series	2,020	Asia	Red	Hybrid	Automatic	4.1	98,285	44,299	6,779	Low
i8	2,024	Middle East	Grey	Electric	Automatic	4.4	20,178	36,766	6,691	Low
X1	2,012	Europe	Blue	Diesel	Automatic	3.2	101,762	81,416	7,718	High
5 Series	2,019	Europe	Grey	Diesel	Automatic	4.9	22,412	59,780	9,393	High
i8	2,020	Europe	Black	Electric	Manual	4.7	150,583	117,656	5,117	Low
7 Series	2,020	North America	White	Diesel	Automatic	3.4	120,304	114,244	2,555	Low
X3	2,010	Asia	Silver	Diesel	Manual	3.1	158,514	53,436	6,377	Low
M5	2,013	Asia	Silver	Electric	Manual	1.5	6,820	101,691	8,807	High
5 Series	2,024	Europe	White	Hybrid	Manual	4	111,348	76,399	1,024	Low
3 Series	2,013	South America	Black	Electric	Manual	3.5	176,751	55,999	9,772	High
i3	2,010	Europe	Grey	Diesel	Manual	4.8	3,677	101,502	9,561	High
X6	2,018	Middle East	Red	Hybrid	Manual	3.6	144,909	92,292	3,762	Low
M5	2,012	Middle East	Silver	Hybrid	Automatic	5	67,959	46,036	2,370	Low
M5	2,014	Middle East	Silver	Electric	Manual	4.5	28,402	102,802	1,938	Low
i8	2,015	North America	White	Hybrid	Manual	4.8	169,331	82,573	4,283	Low
X1	2,017	Middle East	Black	Diesel	Automatic	2.6	24,483	73,427	2,689	Low
i3	2,015	Asia	Grey	Diesel	Automatic	2	87,327	116,951	4,688	Low
5 Series	2,012	Middle East	Blue	Hybrid	Automatic	4.3	27,816	88,942	4,059	Low
5 Series	2,015	Asia	Silver	Electric	Automatic	4.3	187,687	100,010	4,413	Low
3 Series	2,010	Europe	Grey	Petrol	Manual	2.2	169,375	95,581	7,717	High
X5	2,013	North America	Red	Hybrid	Manual	4.2	15,243	77,131	2,393	Low
X5	2,015	Middle East	White	Petrol	Automatic	3.5	71,402	104,314	5,119	Low
5 Series	2,016	Asia	Silver	Petrol	Automatic	1.9	117,208	67,082	1,713	Low
X1	2,020	Europe	Grey	Hybrid	Manual	3.3	116,568	103,587	9,032	High
5 Series	2,022	Middle East	Black	Hybrid	Manual	4.8	152,199	112,878	2,506	Low
7 Series	2,020	Africa	White	Hybrid	Automatic	3.3	37,545	89,848	5,308	Low
M3	2,019	Asia	White	Diesel	Automatic	4.3	100,066	38,586	484	Low
M5	2,012	North America	Black	Electric	Automatic	1.6	42,309	73,491	9,886	High
3 Series	2,018	North America	Silver	Electric	Automatic	4	186,090	55,239	2,269	Low
M5	2,021	North America	Black	Hybrid	Automatic	4.8	16,811	85,667	6,753	Low
M3	2,021	South America	Silver	Hybrid	Automatic	3.2	46,297	85,272	5,306	Low
5 Series	2,016	Middle East	Red	Electric	Manual	2.7	25,940	113,183	4,360	Low
3 Series	2,023	North America	Black	Hybrid	Manual	3.8	58,998	66,536	3,488	Low
X1	2,010	North America	Black	Diesel	Automatic	4.7	167,753	35,493	2,718	Low
i8	2,011	Europe	White	Petrol	Automatic	2.1	147,846	99,279	3,561	Low
5 Series	2,010	Asia	White	Hybrid	Manual	2.9	182,681	119,810	1,501	Low
5 Series	2,020	Asia	Red	Petrol	Automatic	2	54,427	36,337	1,578	Low
5 Series	2,018	Middle East	Black	Diesel	Automatic	3.2	105,857	88,068	3,705	Low
7 Series	2,018	Europe	Silver	Diesel	Automatic	3.4	13,355	93,050	4,876	Low
5 Series	2,016	Africa	Silver	Electric	Manual	4.8	92,486	103,388	532	Low
X6	2,019	North America	Black	Hybrid	Automatic	2.9	103,054	32,771	4,777	Low
i8	2,012	Africa	Grey	Electric	Automatic	3.5	131,541	61,678	3,907	Low
7 Series	2,022	Africa	White	Petrol	Automatic	4.6	40,095	95,924	3,111	Low
i8	2,024	North America	Red	Petrol	Automatic	2.6	168,921	56,063	6,013	Low
X1	2,014	North America	Black	Hybrid	Automatic	3.9	175,769	90,995	771	Low
M3	2,024	Asia	Silver	Hybrid	Manual	4.2	152,511	110,101	6,146	Low
3 Series	2,013	Asia	Blue	Petrol	Manual	2.7	191,985	63,310	3,553	Low
X1	2,016	South America	Silver	Electric	Manual	2.1	173,367	104,076	6,304	Low
M3	2,023	Middle East	Red	Hybrid	Automatic	3.3	50,263	97,193	483	Low

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