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	2,012	North America	Red	Petrol	Manual	2.6	19,511	86,545	7,605	High
X1	2,013	Asia	Black	Electric	Automatic	4.2	145,745	64,705	759	Low
7 Series	2,019	Africa	Blue	Diesel	Automatic	5	5,386	82,692	6,491	Low
X6	2,016	Asia	Grey	Petrol	Automatic	4.2	29,461	76,738	9,687	High
i8	2,019	North America	Black	Electric	Manual	4.5	44,700	53,670	4,025	Low
X5	2,017	Europe	White	Diesel	Automatic	4.8	161,880	68,482	7,140	High
M5	2,010	North America	Red	Hybrid	Automatic	4.3	63,062	79,715	8,069	High
3 Series	2,022	Asia	Grey	Petrol	Automatic	4.9	6,839	75,350	6,493	Low
X1	2,017	Europe	Red	Hybrid	Manual	4.1	162,249	103,275	7,456	High
i3	2,014	Middle East	White	Hybrid	Automatic	3.8	156,646	33,198	198	Low
M3	2,021	Africa	White	Petrol	Automatic	3.9	14,765	41,617	1,998	Low
X5	2,016	South America	White	Petrol	Automatic	4.7	54,999	98,519	5,954	Low
7 Series	2,020	Africa	Blue	Diesel	Manual	3.9	133,400	95,725	6,700	Low
X6	2,020	Africa	Red	Hybrid	Automatic	4.2	5,615	35,415	1,965	Low
i8	2,010	Asia	Black	Petrol	Manual	2.3	87,557	99,702	9,315	High
X1	2,011	Europe	Black	Diesel	Automatic	4.7	48,428	44,971	5,115	Low
M3	2,010	South America	Grey	Electric	Automatic	3.1	84,246	53,380	4,548	Low
7 Series	2,014	Africa	Grey	Diesel	Manual	2.1	167,670	117,524	8,316	High
X6	2,023	Asia	Black	Hybrid	Manual	4.3	55,840	100,545	7,462	High
M5	2,023	Asia	Red	Electric	Automatic	2.7	48,202	98,139	1,661	Low
M5	2,015	South America	Silver	Petrol	Manual	2.1	42,169	54,649	6,714	Low
7 Series	2,019	South America	Blue	Hybrid	Automatic	2.4	194,333	58,522	3,033	Low
X6	2,018	Asia	Red	Electric	Manual	1.6	177,691	41,608	8,538	High
X6	2,017	North America	Blue	Hybrid	Automatic	1.8	15,746	51,982	9,181	High
M5	2,016	South America	Blue	Electric	Manual	3.6	101,934	101,264	8,254	High
X1	2,021	Asia	Grey	Diesel	Automatic	4.5	92,157	101,627	985	Low
7 Series	2,014	Europe	Red	Hybrid	Manual	3.1	165,139	48,845	7,542	High
M5	2,023	Africa	White	Diesel	Automatic	3.7	132,187	41,489	6,488	Low
M5	2,024	Asia	Grey	Hybrid	Manual	4.3	75,183	56,209	9,975	High
M5	2,012	Europe	Black	Hybrid	Automatic	2.7	180,809	93,556	8,299	High
M5	2,018	Middle East	Blue	Electric	Automatic	3.8	172,030	79,367	3,449	Low
i8	2,022	Middle East	White	Electric	Manual	2.7	4,975	68,852	2,220	Low
7 Series	2,014	Asia	Silver	Electric	Automatic	3.7	58,030	41,654	4,137	Low
M3	2,012	Africa	Silver	Hybrid	Automatic	2.3	18,707	109,648	1,942	Low
X6	2,012	Middle East	Grey	Diesel	Automatic	4.9	129,975	69,739	8,657	High
M5	2,012	Asia	White	Hybrid	Automatic	1.8	3,409	113,654	5,073	Low
i8	2,023	North America	Silver	Hybrid	Manual	3.3	58,711	50,844	2,719	Low
5 Series	2,015	Africa	Grey	Petrol	Automatic	2.5	14,621	99,772	7,768	High
7 Series	2,010	North America	Grey	Electric	Manual	3.6	132,751	115,315	3,698	Low
M5	2,020	South America	Black	Hybrid	Automatic	3	106,427	110,501	379	Low
X6	2,013	Asia	Blue	Hybrid	Manual	2.6	15,242	43,777	3,885	Low
7 Series	2,022	North America	Black	Diesel	Automatic	2.4	183,164	75,994	3,045	Low
i3	2,017	Asia	White	Electric	Manual	2.1	75,878	97,738	549	Low
5 Series	2,012	Africa	Black	Hybrid	Automatic	4.2	175,553	35,681	4,482	Low
X5	2,014	Africa	Blue	Diesel	Manual	2.3	14,834	54,727	7,083	High
i3	2,011	Asia	Blue	Petrol	Manual	4.2	80,206	35,000	7,992	High
3 Series	2,024	Asia	Blue	Hybrid	Automatic	3.2	10,528	61,308	5,110	Low
3 Series	2,011	Middle East	Black	Electric	Manual	1.8	126,490	116,746	2,384	Low
3 Series	2,020	North America	Black	Hybrid	Manual	2.1	144,277	79,863	7,015	High
5 Series	2,022	Africa	Silver	Diesel	Automatic	4.6	148,509	111,732	9,855	High
X5	2,016	Africa	Black	Hybrid	Manual	3.6	4,179	67,803	3,951	Low
X5	2,019	Middle East	Silver	Diesel	Automatic	2.1	134,706	67,856	9,520	High
X5	2,012	Europe	Blue	Hybrid	Manual	4	104,816	81,275	2,030	Low
X6	2,014	South America	Red	Diesel	Automatic	4.4	164,089	31,841	566	Low
7 Series	2,012	North America	Silver	Petrol	Automatic	2.7	135,717	109,167	9,116	High
3 Series	2,015	Middle East	Silver	Diesel	Automatic	3.4	62,054	42,398	4,421	Low
i8	2,022	Asia	Silver	Hybrid	Automatic	2.5	132,013	93,107	7,191	High
3 Series	2,019	Asia	Black	Diesel	Manual	1.8	38,231	56,120	8,159	High
i8	2,012	Europe	Silver	Hybrid	Manual	2.9	127,807	74,616	5,204	Low
5 Series	2,017	Asia	Red	Electric	Automatic	4.1	38,976	112,696	4,713	Low
X3	2,011	Africa	Red	Diesel	Manual	3.1	46,542	76,444	5,342	Low
X1	2,012	Asia	Blue	Petrol	Automatic	2.9	92,932	81,762	8,311	High
X1	2,017	Middle East	Silver	Petrol	Manual	2.8	114,453	77,410	6,668	Low
X3	2,017	Africa	Red	Electric	Manual	3.1	36,466	112,886	5,830	Low
i8	2,010	Asia	Silver	Hybrid	Automatic	2.6	39,840	92,327	6,098	Low
X3	2,017	South America	Red	Diesel	Automatic	3.6	17,230	95,596	8,347	High
i3	2,019	Africa	Silver	Petrol	Manual	1.7	53,822	55,217	9,969	High
3 Series	2,011	Africa	Grey	Petrol	Automatic	4.3	85,225	71,657	5,739	Low
X6	2,021	Africa	Grey	Electric	Manual	2.1	17,582	89,876	5,457	Low
X5	2,016	Asia	White	Petrol	Manual	3.7	172,250	71,254	9,441	High
M3	2,015	Africa	White	Electric	Automatic	3.1	3,090	84,758	9,600	High
X5	2,011	Europe	Blue	Diesel	Manual	4.2	33,142	30,374	7,207	High
X1	2,014	South America	Grey	Electric	Automatic	4.4	41,000	112,979	6,252	Low
5 Series	2,016	Asia	Grey	Diesel	Manual	2.2	87,514	55,730	1,969	Low
X5	2,017	North America	Black	Diesel	Automatic	3.9	103,258	90,585	1,213	Low
X1	2,012	Africa	Blue	Electric	Automatic	2.2	60,708	50,182	5,140	Low
X3	2,010	Africa	Black	Petrol	Manual	1.9	199,306	68,623	8,567	High
X1	2,022	Europe	Silver	Petrol	Automatic	4.8	94,154	112,657	8,412	High
X3	2,016	Africa	Blue	Diesel	Automatic	2.1	84,269	116,242	3,659	Low
X1	2,022	Africa	White	Diesel	Manual	2.3	73,536	63,819	6,144	Low
M5	2,014	Middle East	Blue	Hybrid	Automatic	2	102,651	47,134	4,975	Low
7 Series	2,014	Middle East	Blue	Diesel	Automatic	3.1	80,242	79,787	6,833	Low
X1	2,016	Africa	Red	Electric	Manual	4.7	178,624	70,339	8,320	High
7 Series	2,010	South America	Red	Electric	Automatic	2.4	60,855	62,870	4,889	Low
X6	2,017	North America	Silver	Petrol	Automatic	3.4	90,607	73,203	3,083	Low
M5	2,021	Africa	Blue	Hybrid	Automatic	2.9	178,147	55,551	9,539	High
X1	2,023	Middle East	White	Electric	Automatic	2.7	160,582	34,642	6,517	Low
5 Series	2,019	Africa	Red	Hybrid	Manual	3.5	35,297	109,437	7,396	High
3 Series	2,024	Asia	Silver	Hybrid	Automatic	3.5	63,973	78,035	2,480	Low
i8	2,014	South America	Grey	Diesel	Manual	2.8	188,668	41,173	5,099	Low
X1	2,017	Middle East	Blue	Petrol	Manual	4.5	34,566	105,718	9,474	High
X6	2,019	Europe	Silver	Electric	Manual	1.7	57,151	73,503	6,400	Low
7 Series	2,024	Asia	Blue	Hybrid	Manual	1.8	15,270	88,062	4,147	Low
i3	2,019	Asia	Black	Petrol	Automatic	5	37,115	42,312	3,520	Low
M3	2,014	North America	Blue	Hybrid	Automatic	4.1	75,535	59,318	4,864	Low
M3	2,021	Middle East	Black	Diesel	Manual	4.3	177,848	37,734	7,427	High
X3	2,016	North America	Black	Electric	Automatic	3.6	255	31,855	1,299	Low
X5	2,019	North America	White	Diesel	Automatic	3	189,510	53,152	1,214	Low
X5	2,012	Africa	Black	Petrol	Manual	3.7	84,861	104,979	6,135	Low
M3	2,011	Europe	Black	Diesel	Manual	1.8	102,585	102,398	218	Low

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