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
X3	2,015	North America	Silver	Electric	Automatic	2.8	161,231	85,556	678	Low
i3	2,024	Asia	Blue	Electric	Manual	1.8	76,745	30,203	9,165	High
i3	2,013	Middle East	Silver	Hybrid	Automatic	3.1	48,929	86,464	6,705	Low
i8	2,021	Asia	White	Petrol	Manual	3.6	50,622	34,153	7,714	High
X6	2,021	Africa	White	Diesel	Automatic	2.9	21,639	98,641	1,568	Low
X5	2,015	Africa	Red	Petrol	Automatic	2.9	40,564	80,709	1,100	Low
3 Series	2,012	Middle East	Black	Electric	Manual	4.4	75,519	48,931	2,336	Low
i8	2,024	Middle East	Silver	Electric	Manual	1.6	100,727	41,517	1,082	Low
5 Series	2,013	Asia	Red	Diesel	Manual	2.5	77,429	83,507	5,237	Low
X3	2,024	South America	Silver	Hybrid	Automatic	4.3	104,944	81,268	2,704	Low
M5	2,018	South America	White	Hybrid	Manual	4.7	74,079	49,085	3,453	Low
7 Series	2,014	North America	Silver	Hybrid	Automatic	2.9	26,711	47,296	4,980	Low
X6	2,022	Asia	Silver	Diesel	Manual	4.6	88,452	103,930	3,276	Low
5 Series	2,016	Africa	Grey	Electric	Manual	2.2	197,778	87,838	734	Low
3 Series	2,019	South America	Blue	Diesel	Manual	2.3	199,754	39,564	3,924	Low
M3	2,011	South America	Grey	Diesel	Manual	4.5	47,184	49,781	3,116	Low
i8	2,023	Middle East	Red	Diesel	Automatic	4.7	144,539	82,298	9,996	High
M3	2,023	Asia	Grey	Diesel	Manual	2.3	185,623	39,630	2,514	Low
X5	2,014	Europe	Silver	Hybrid	Automatic	1.7	36,005	52,561	7,461	High
3 Series	2,018	Asia	Black	Petrol	Automatic	1.8	161,995	92,850	8,930	High
X3	2,020	Asia	Grey	Petrol	Manual	2.4	157,470	76,268	920	Low
X1	2,012	Asia	Silver	Diesel	Manual	4.2	164,806	91,084	7,431	High
M5	2,023	South America	White	Diesel	Automatic	3.3	73,263	110,158	5,676	Low
7 Series	2,018	Middle East	Red	Electric	Automatic	3.1	182,146	104,407	1,817	Low
X6	2,023	Africa	Red	Hybrid	Manual	3.5	116,939	75,893	2,111	Low
3 Series	2,020	South America	Silver	Hybrid	Manual	4.6	140,007	61,963	2,426	Low
M5	2,024	Middle East	Red	Hybrid	Manual	1.8	42,754	56,199	7,180	High
X1	2,015	South America	Black	Hybrid	Automatic	3.9	108,462	91,197	774	Low
X6	2,013	Asia	Grey	Electric	Automatic	4.7	120,180	69,454	7,812	High
i3	2,016	South America	Blue	Petrol	Automatic	2.2	66,332	91,465	4,345	Low
i8	2,017	Middle East	Silver	Hybrid	Manual	4.4	91,367	105,719	2,768	Low
X6	2,015	Middle East	Red	Electric	Automatic	3.9	47,211	58,030	8,423	High
X5	2,014	Europe	White	Petrol	Automatic	1.6	157,484	49,223	470	Low
i8	2,015	Europe	White	Petrol	Automatic	2.3	147,348	86,896	6,974	Low
X3	2,014	North America	Blue	Diesel	Automatic	3.6	84,912	35,769	391	Low
3 Series	2,017	Africa	Red	Hybrid	Automatic	3.3	127,196	48,745	7,198	High
i3	2,010	Europe	Black	Diesel	Manual	3.3	90,618	114,959	1,672	Low
5 Series	2,020	Africa	Black	Diesel	Manual	2.3	56,565	87,706	6,813	Low
i3	2,016	North America	Grey	Electric	Manual	3.9	78,812	42,273	899	Low
M5	2,024	South America	Grey	Electric	Manual	2.4	186,073	68,269	8,390	High
5 Series	2,019	Africa	Red	Diesel	Automatic	2.9	163,663	116,769	8,288	High
5 Series	2,019	Africa	White	Diesel	Manual	2.8	84,810	41,326	2,546	Low
3 Series	2,020	Middle East	Silver	Petrol	Automatic	3.9	86,373	92,226	9,173	High
5 Series	2,011	Europe	Silver	Petrol	Automatic	1.8	55,833	100,475	2,335	Low
M3	2,024	Africa	Blue	Electric	Automatic	2.2	189,161	102,142	9,719	High
3 Series	2,023	Africa	Black	Hybrid	Manual	2.2	41,574	98,324	506	Low
X6	2,018	South America	Silver	Petrol	Automatic	1.9	126,806	35,549	7,365	High
M3	2,010	North America	Black	Electric	Manual	2.2	20,603	41,377	6,749	Low
i8	2,020	Africa	Grey	Diesel	Manual	3.6	76,744	61,242	3,289	Low
X1	2,019	South America	White	Electric	Automatic	4.1	124,187	50,652	8,939	High
X5	2,015	Europe	White	Electric	Manual	3.8	28,821	59,456	6,508	Low
i3	2,018	South America	Silver	Electric	Automatic	3.2	186,751	46,525	1,702	Low
X5	2,010	Europe	Grey	Electric	Automatic	1.7	196,585	56,155	317	Low
7 Series	2,013	Middle East	Grey	Hybrid	Manual	4.9	99,227	51,844	6,026	Low
i3	2,013	Europe	Blue	Diesel	Automatic	2.1	90,571	36,181	5,503	Low
X3	2,024	South America	Blue	Hybrid	Automatic	3.8	35,519	57,670	6,939	Low
3 Series	2,018	North America	White	Diesel	Automatic	4.7	15,314	55,670	5,062	Low
X5	2,020	Europe	Black	Petrol	Manual	3.9	162,539	47,327	5,756	Low
i3	2,014	Middle East	Silver	Petrol	Automatic	2.3	71,058	68,326	2,752	Low
X5	2,014	Middle East	Grey	Petrol	Automatic	2.6	107,603	82,442	979	Low
5 Series	2,015	Middle East	Grey	Diesel	Manual	1.6	74,341	51,848	8,464	High
M5	2,010	Europe	Black	Petrol	Manual	3.6	151,214	58,789	1,669	Low
M5	2,010	South America	Silver	Diesel	Automatic	3.6	56,147	83,572	9,871	High
X1	2,024	Asia	Blue	Diesel	Automatic	4	150,575	67,895	4,181	Low
i8	2,018	Asia	Silver	Electric	Automatic	1.5	57,110	51,396	7,320	High
X1	2,012	Africa	Blue	Diesel	Manual	4.4	123,345	77,515	9,692	High
M3	2,013	Europe	Black	Electric	Manual	4.1	11,604	75,506	2,757	Low
M5	2,010	North America	Black	Petrol	Automatic	2	52,190	87,007	1,386	Low
X5	2,018	Europe	Grey	Petrol	Automatic	2.7	199,044	50,604	7,253	High
X6	2,024	Asia	White	Hybrid	Manual	3.7	4,650	74,244	9,074	High
X3	2,017	Africa	Blue	Electric	Manual	3.2	112,334	46,595	3,726	Low
5 Series	2,011	North America	Grey	Electric	Automatic	1.9	43,108	100,057	6,199	Low
5 Series	2,017	Asia	Red	Hybrid	Automatic	1.8	8,731	115,867	2,697	Low
3 Series	2,024	South America	Grey	Petrol	Automatic	4.2	149,065	47,857	8,369	High
M5	2,016	Middle East	Silver	Hybrid	Manual	2	170,733	110,912	8,959	High
3 Series	2,020	North America	Silver	Electric	Automatic	2.1	112,382	109,628	7,162	High
M5	2,015	South America	Black	Petrol	Automatic	4.4	83,523	111,323	2,584	Low
i3	2,010	Europe	Red	Diesel	Manual	3.6	185,197	66,940	992	Low
M3	2,024	Asia	Blue	Diesel	Automatic	3.6	36,017	90,351	1,218	Low
X6	2,016	Africa	Blue	Diesel	Automatic	3.2	136,659	114,257	891	Low
7 Series	2,019	Africa	Blue	Petrol	Automatic	3.5	52,266	106,739	5,527	Low
X6	2,016	Middle East	Red	Electric	Manual	3.6	199,512	39,266	612	Low
i8	2,022	Asia	Grey	Electric	Automatic	4.9	89,811	65,170	3,691	Low
3 Series	2,023	North America	Grey	Diesel	Automatic	2.3	37,608	70,247	1,665	Low
X1	2,018	Europe	Silver	Hybrid	Automatic	2.3	6,260	40,254	7,491	High
X1	2,010	North America	Silver	Diesel	Manual	1.7	19,434	112,906	5,684	Low
M3	2,011	South America	Blue	Hybrid	Automatic	3.8	36,318	112,420	4,489	Low
X1	2,020	Asia	Black	Petrol	Manual	3.4	100,984	41,191	6,332	Low
X5	2,018	North America	Blue	Petrol	Manual	1.9	116,424	58,598	976	Low
7 Series	2,022	Europe	Red	Diesel	Manual	2.8	105,720	50,745	1,419	Low
i3	2,018	Asia	Black	Electric	Manual	2.1	13,000	109,255	1,825	Low
7 Series	2,022	Africa	White	Diesel	Manual	2.7	61,478	64,593	2,936	Low
X3	2,015	North America	Silver	Electric	Manual	4.8	126,344	72,536	2,920	Low
M3	2,015	Middle East	Grey	Hybrid	Automatic	3.9	44,192	54,655	4,066	Low
M3	2,013	Europe	Silver	Hybrid	Manual	1.5	192,227	30,922	3,408	Low
M5	2,013	North America	Blue	Diesel	Automatic	2.4	145,578	72,943	8,237	High
i3	2,014	Europe	Blue	Hybrid	Automatic	1.5	111,600	94,323	2,918	Low
X3	2,012	Africa	Blue	Hybrid	Manual	4	146,176	51,050	826	Low
X6	2,010	Africa	Black	Petrol	Automatic	3.1	26,317	103,993	673	Low
5 Series	2,024	South America	White	Hybrid	Manual	5	36,176	47,085	1,985	Low

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