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	2,011	North America	Silver	Diesel	Automatic	2.5	129,520	38,071	8,143	High
7 Series	2,018	Europe	Silver	Hybrid	Manual	2.9	16,841	75,628	8,340	High
M3	2,017	Africa	Silver	Hybrid	Manual	4.8	183,782	100,693	6,324	Low
7 Series	2,022	North America	Grey	Electric	Automatic	2.2	91,013	89,453	7,795	High
7 Series	2,021	Africa	Silver	Diesel	Manual	3.5	175,240	82,064	9,362	High
i8	2,019	North America	White	Petrol	Automatic	2.9	122,500	96,319	9,080	High
7 Series	2,016	Middle East	Silver	Hybrid	Automatic	4.2	179,716	78,386	1,274	Low
7 Series	2,018	Africa	Red	Electric	Automatic	2	176,437	77,426	2,167	Low
X3	2,013	Africa	Black	Electric	Automatic	3	159,170	119,954	6,751	Low
7 Series	2,022	North America	Grey	Electric	Automatic	3.9	166,155	64,742	7,762	High
M5	2,013	Africa	Grey	Hybrid	Manual	2.9	33,669	93,884	6,440	Low
7 Series	2,010	North America	White	Petrol	Manual	1.7	56,052	99,698	992	Low
X6	2,017	Africa	White	Electric	Automatic	4	53,449	82,740	1,329	Low
i8	2,023	Africa	Black	Hybrid	Automatic	3.3	123,239	52,193	6,006	Low
X5	2,023	North America	Grey	Diesel	Automatic	1.5	56,918	36,116	3,195	Low
3 Series	2,021	South America	Silver	Electric	Manual	3.6	99,440	51,226	2,119	Low
i3	2,012	Asia	Black	Petrol	Automatic	4.7	192,413	114,851	1,342	Low
X3	2,016	South America	Red	Electric	Automatic	1.9	136,356	105,711	1,100	Low
X6	2,024	Europe	Silver	Hybrid	Manual	3.6	131,579	36,319	6,496	Low
X6	2,021	Africa	Grey	Petrol	Automatic	4.1	192,233	32,423	844	Low
M3	2,011	North America	Red	Electric	Automatic	1.7	119,960	56,835	6,900	Low
X6	2,011	North America	White	Electric	Automatic	1.6	129,451	104,447	6,145	Low
X5	2,016	Africa	Grey	Diesel	Automatic	3.1	13,371	105,070	4,284	Low
X5	2,024	Middle East	White	Hybrid	Automatic	4.3	78,733	75,419	5,961	Low
X1	2,015	Asia	Grey	Diesel	Automatic	2.1	199,235	84,022	1,194	Low
i3	2,012	Asia	Grey	Electric	Manual	4.4	25,251	87,697	4,050	Low
X5	2,018	Middle East	Red	Electric	Manual	3.8	50,183	75,390	8,038	High
X5	2,019	Middle East	Red	Hybrid	Manual	2.7	148,760	93,236	2,693	Low
X5	2,024	Africa	White	Petrol	Manual	3.3	93,603	72,936	2,487	Low
M5	2,023	South America	Silver	Diesel	Manual	4.9	140,914	34,553	6,549	Low
3 Series	2,022	Asia	Blue	Electric	Automatic	2.3	34,532	90,267	6,372	Low
i8	2,015	Middle East	Grey	Electric	Automatic	3.2	82,478	80,247	9,537	High
i3	2,019	Middle East	Grey	Diesel	Manual	3.7	183,985	107,396	9,192	High
X5	2,019	Asia	Red	Electric	Automatic	2	15,812	76,124	4,646	Low
3 Series	2,015	North America	Blue	Electric	Automatic	1.7	25,425	119,970	5,377	Low
X3	2,010	North America	Red	Electric	Automatic	1.5	40,927	62,008	7,502	High
M5	2,013	Africa	Blue	Petrol	Automatic	2.6	133,161	36,902	7,598	High
5 Series	2,019	Africa	Grey	Diesel	Manual	1.8	194,310	42,650	1,268	Low
X1	2,015	North America	Silver	Diesel	Manual	4.3	90,089	103,531	4,441	Low
5 Series	2,024	Europe	Red	Electric	Automatic	5	40,963	46,019	8,074	High
3 Series	2,015	Europe	Silver	Electric	Automatic	1.7	110,901	83,776	3,673	Low
i8	2,020	Europe	Red	Diesel	Manual	3	93,800	94,038	5,816	Low
X6	2,021	Asia	Red	Hybrid	Manual	1.6	13,086	36,462	7,133	High
X3	2,014	Europe	Red	Electric	Automatic	2	37,967	64,069	4,747	Low
X5	2,010	North America	Black	Petrol	Automatic	2.6	14,396	60,636	2,341	Low
X6	2,017	North America	Silver	Hybrid	Manual	2.9	117,113	74,150	4,425	Low
5 Series	2,014	Africa	White	Electric	Automatic	4.8	58,754	110,517	3,292	Low
X6	2,021	Asia	White	Hybrid	Automatic	2.9	9,134	45,607	556	Low
M5	2,021	North America	Black	Electric	Automatic	3.2	130,480	52,081	3,272	Low
X3	2,021	Europe	Silver	Electric	Automatic	2.4	64,002	116,500	348	Low
X5	2,014	Middle East	Silver	Hybrid	Automatic	1.5	149,506	30,135	9,888	High
i3	2,016	Europe	Silver	Hybrid	Manual	4.6	33,244	116,918	2,095	Low
X1	2,013	Africa	Grey	Diesel	Automatic	1.8	105,554	49,663	7,193	High
M3	2,015	Africa	Black	Hybrid	Automatic	4.9	179,971	59,889	8,335	High
3 Series	2,022	Africa	White	Electric	Manual	2	28,730	101,189	8,196	High
i8	2,013	Middle East	Grey	Diesel	Automatic	3.6	39,970	92,250	6,734	Low
M5	2,023	Europe	Grey	Hybrid	Automatic	5	16,692	99,296	5,943	Low
X5	2,024	Europe	Black	Electric	Automatic	2	9,615	66,166	5,997	Low
3 Series	2,012	South America	Red	Hybrid	Automatic	3	122,231	92,873	5,227	Low
M3	2,016	South America	White	Diesel	Automatic	4.2	158,898	86,673	9,443	High
X3	2,017	Asia	Silver	Diesel	Automatic	1.6	149,657	53,093	6,010	Low
7 Series	2,013	Middle East	Red	Petrol	Manual	3.9	119,461	109,866	9,809	High
7 Series	2,022	Africa	Black	Electric	Manual	1.8	106,864	37,051	8,999	High
X1	2,011	South America	Blue	Hybrid	Manual	2.3	191,856	42,968	8,538	High
7 Series	2,021	Europe	Blue	Diesel	Manual	2.1	138,657	113,426	2,659	Low
3 Series	2,019	South America	Red	Diesel	Manual	4.7	188,658	103,473	5,921	Low
7 Series	2,023	Africa	Red	Diesel	Automatic	2.1	117,012	60,516	4,821	Low
X3	2,012	Middle East	White	Hybrid	Manual	1.6	123,560	58,086	1,733	Low
X6	2,010	Middle East	Black	Petrol	Automatic	3.6	3,514	68,930	7,739	High
i8	2,017	North America	Silver	Petrol	Automatic	2.7	177,410	41,756	563	Low
i3	2,024	North America	Black	Diesel	Manual	2.9	108,780	42,697	8,838	High
5 Series	2,012	Africa	Blue	Electric	Automatic	1.9	117,047	35,004	2,434	Low
X6	2,021	Europe	White	Hybrid	Manual	4.1	57,533	85,638	3,739	Low
X6	2,019	Middle East	Blue	Electric	Automatic	3.6	179,601	94,664	1,678	Low
i3	2,016	North America	Grey	Petrol	Manual	2.8	107,224	108,265	9,521	High
X6	2,019	South America	Red	Electric	Manual	2.1	111,839	73,514	2,768	Low
X1	2,014	Middle East	Black	Petrol	Manual	3.6	136,787	64,990	2,399	Low
5 Series	2,019	Middle East	Blue	Hybrid	Automatic	4.2	98,318	108,742	9,219	High
i3	2,014	South America	Blue	Petrol	Manual	2.6	85,185	114,354	7,868	High
M5	2,023	South America	Black	Hybrid	Manual	1.6	172,797	73,954	5,084	Low
i8	2,016	Middle East	White	Electric	Automatic	2.3	110,324	105,341	3,727	Low
3 Series	2,024	Africa	Red	Diesel	Automatic	3.9	29,725	119,038	7,491	High
X3	2,018	South America	Red	Petrol	Automatic	5	61,899	91,730	9,606	High
M3	2,021	Africa	Blue	Petrol	Automatic	1.5	11,430	109,949	6,188	Low
3 Series	2,014	Africa	Blue	Electric	Automatic	2.6	197,439	60,352	3,348	Low
5 Series	2,010	Africa	Grey	Diesel	Manual	1.7	195,818	96,809	184	Low
X3	2,019	Asia	Grey	Diesel	Manual	2.6	85,688	36,661	9,954	High
X5	2,019	North America	Silver	Electric	Automatic	2.9	20,462	88,937	3,605	Low
X3	2,010	Middle East	Red	Diesel	Automatic	4.7	10,558	115,843	5,457	Low
X3	2,024	Europe	Black	Diesel	Manual	1.8	185,671	93,151	4,711	Low
i3	2,011	Middle East	Silver	Electric	Automatic	4.2	172,246	61,625	3,251	Low
7 Series	2,023	North America	Black	Electric	Automatic	2.9	183,830	97,853	4,886	Low
7 Series	2,015	Africa	White	Electric	Manual	4.3	122,871	42,186	1,241	Low
X3	2,018	Africa	Black	Petrol	Manual	3.3	158,539	88,307	4,847	Low
3 Series	2,017	Europe	Black	Diesel	Automatic	1.6	153,861	79,362	9,762	High
X1	2,022	North America	Silver	Diesel	Manual	4.8	142,009	55,139	2,255	Low
X3	2,014	Africa	Red	Diesel	Automatic	1.8	116,237	41,969	1,244	Low
X1	2,010	Europe	Blue	Petrol	Automatic	3.6	126,235	59,752	8,657	High
M5	2,022	Middle East	Blue	Petrol	Automatic	4.6	53,187	81,354	784	Low
M3	2,016	North America	Blue	Hybrid	Automatic	1.8	195,192	119,134	6,570	Low

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