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
M5	2,019	Middle East	Black	Petrol	Automatic	3.5	106,231	58,819	4,461	Low
5 Series	2,020	Middle East	Black	Hybrid	Manual	2.7	152,483	73,813	3,419	Low
X3	2,016	Middle East	Blue	Diesel	Manual	4.7	19,452	60,970	2,675	Low
X1	2,019	North America	White	Electric	Automatic	3.6	150,712	36,358	7,176	High
M3	2,024	South America	Red	Electric	Automatic	3.9	2,667	41,383	3,049	Low
X1	2,016	Middle East	Silver	Hybrid	Manual	1.5	13,214	47,344	3,030	Low
M3	2,022	Africa	Red	Diesel	Manual	3.2	120,255	49,077	955	Low
M3	2,020	North America	Silver	Hybrid	Automatic	3	145,908	78,064	8,845	High
i3	2,024	North America	Black	Electric	Manual	4	193,514	59,059	4,533	Low
X5	2,012	Middle East	Blue	Petrol	Manual	2.8	180,647	113,242	890	Low
3 Series	2,012	Asia	Black	Hybrid	Manual	4.9	17,117	93,512	5,401	Low
M5	2,019	Africa	Grey	Hybrid	Automatic	3.8	125,829	66,185	4,885	Low
X1	2,021	Africa	Grey	Diesel	Automatic	3.8	115,352	69,295	7,798	High
i8	2,022	Asia	Grey	Electric	Manual	4.7	103,449	54,843	8,671	High
3 Series	2,024	North America	Silver	Electric	Automatic	5	67,906	55,809	6,077	Low
i8	2,012	Middle East	Grey	Electric	Automatic	2.2	44,949	74,515	5,769	Low
5 Series	2,015	Africa	Blue	Hybrid	Manual	4.3	24,748	38,997	3,615	Low
M3	2,021	Africa	Silver	Electric	Manual	2.1	172,744	39,322	4,618	Low
7 Series	2,024	South America	Blue	Electric	Manual	3.1	60,785	102,503	4,625	Low
5 Series	2,015	Middle East	Grey	Electric	Automatic	1.9	130,274	44,593	7,312	High
M5	2,022	Europe	Black	Hybrid	Automatic	3.7	92,934	69,435	6,215	Low
i3	2,022	North America	White	Electric	Automatic	3.1	114,468	80,002	7,291	High
i3	2,012	Africa	Red	Hybrid	Manual	3.7	194,159	102,622	8,330	High
X5	2,012	South America	Red	Petrol	Manual	3.9	168,904	93,216	6,118	Low
i3	2,017	Middle East	Black	Electric	Manual	3.7	187,482	90,665	6,994	Low
i3	2,017	Europe	Blue	Hybrid	Automatic	2.5	159,771	101,664	7,374	High
X1	2,016	South America	Black	Hybrid	Automatic	4.4	127,996	91,300	9,908	High
i8	2,019	Asia	Blue	Electric	Manual	3.4	174,316	95,449	9,112	High
3 Series	2,013	Middle East	Silver	Diesel	Manual	3.2	147,307	76,974	6,379	Low
3 Series	2,024	Africa	Black	Hybrid	Automatic	5	49,783	36,968	7,198	High
5 Series	2,013	South America	White	Electric	Manual	2.5	36,986	112,086	7,661	High
X6	2,012	North America	Black	Hybrid	Manual	3.3	162,037	62,452	2,632	Low
M5	2,014	Asia	Silver	Electric	Manual	3.9	130,993	67,806	685	Low
i8	2,012	Middle East	White	Diesel	Manual	1.9	170,877	30,324	4,637	Low
X3	2,022	Europe	Red	Electric	Automatic	2.7	36,310	30,852	3,863	Low
X1	2,017	Middle East	Silver	Diesel	Manual	4.3	7,512	110,577	6,979	Low
7 Series	2,016	Europe	Grey	Hybrid	Manual	2.3	110,290	116,711	842	Low
X6	2,022	North America	Silver	Electric	Automatic	3.2	83,230	41,946	4,749	Low
3 Series	2,012	South America	Blue	Diesel	Automatic	3.7	180,997	60,750	9,458	High
7 Series	2,018	Africa	Grey	Electric	Automatic	3.8	51,873	86,708	3,612	Low
X5	2,021	Asia	Grey	Diesel	Automatic	4	163,991	85,863	6,176	Low
5 Series	2,023	South America	Blue	Electric	Automatic	4.5	36,793	39,263	3,162	Low
3 Series	2,022	Middle East	Black	Petrol	Manual	2.9	38,601	37,942	5,803	Low
X3	2,014	North America	Grey	Electric	Manual	4	124,281	30,542	8,714	High
3 Series	2,018	Africa	Black	Diesel	Automatic	4.1	182,586	110,822	7,205	High
M3	2,016	Asia	Black	Hybrid	Manual	2.6	93,514	93,046	4,918	Low
i8	2,024	Europe	Silver	Petrol	Automatic	4.9	18,199	97,642	2,866	Low
M5	2,016	Africa	Silver	Diesel	Manual	4.5	57,277	115,444	523	Low
X5	2,015	North America	Silver	Petrol	Manual	2.5	48,641	44,495	6,392	Low
i3	2,011	Asia	Silver	Diesel	Automatic	3.9	1,329	99,398	8,874	High
X6	2,018	North America	White	Petrol	Manual	4	156,925	90,624	9,921	High
i3	2,015	Africa	White	Diesel	Automatic	3	73,180	92,841	3,584	Low
M5	2,017	Asia	Red	Hybrid	Manual	4.5	12,111	64,300	5,514	Low
X6	2,010	North America	Silver	Petrol	Manual	3.9	181,334	93,718	2,925	Low
3 Series	2,014	Europe	Black	Petrol	Automatic	3.8	17,698	119,307	7,556	High
7 Series	2,021	Asia	Black	Diesel	Manual	2.3	121,208	41,473	210	Low
5 Series	2,010	South America	Red	Petrol	Automatic	2.9	145,194	83,902	571	Low
X5	2,019	Middle East	Blue	Electric	Automatic	3	57,173	83,542	8,853	High
i8	2,020	Asia	Black	Petrol	Manual	4.1	80,162	38,743	353	Low
3 Series	2,023	Africa	White	Electric	Manual	3.7	117,431	60,085	7,721	High
7 Series	2,017	North America	Black	Diesel	Automatic	1.8	54,614	118,740	8,504	High
M5	2,017	South America	Grey	Electric	Automatic	2.6	25,340	41,149	5,895	Low
3 Series	2,010	Middle East	Blue	Hybrid	Manual	3.2	43,421	35,859	2,154	Low
M3	2,018	Europe	Black	Electric	Automatic	4.1	100,196	74,935	7,964	High
5 Series	2,011	Africa	Blue	Hybrid	Manual	4.1	937	44,698	5,637	Low
7 Series	2,021	South America	Grey	Electric	Manual	3.2	55,187	67,447	8,059	High
X1	2,018	Europe	Blue	Petrol	Automatic	1.9	166,538	62,472	5,873	Low
i8	2,010	Asia	Black	Hybrid	Manual	2.5	163,323	37,857	1,633	Low
i3	2,021	Africa	Silver	Electric	Automatic	2.4	103,767	102,110	1,536	Low
X6	2,019	South America	Red	Hybrid	Automatic	4.2	9,169	46,122	5,616	Low
i8	2,023	Asia	Black	Diesel	Automatic	2.1	12,698	66,627	8,265	High
i8	2,023	Asia	Grey	Diesel	Manual	3.1	30,132	99,551	8,754	High
5 Series	2,018	Asia	Red	Petrol	Automatic	3.8	133,382	92,095	4,835	Low
X1	2,013	Africa	Black	Diesel	Automatic	4.9	150,703	118,322	8,722	High
X6	2,018	North America	Silver	Diesel	Automatic	5	41,556	60,232	2,861	Low
i3	2,016	South America	Grey	Electric	Automatic	4.8	5,367	106,196	2,798	Low
X1	2,020	Europe	Black	Electric	Manual	4	157,767	117,810	2,395	Low
X6	2,015	Africa	Black	Diesel	Automatic	4.1	102,619	56,987	1,241	Low
3 Series	2,024	Middle East	Silver	Diesel	Automatic	4.2	95,572	103,551	2,770	Low
i8	2,014	Europe	Black	Electric	Manual	4.5	81,735	119,146	1,140	Low
X5	2,020	Asia	Grey	Diesel	Automatic	4.8	150,107	107,238	9,557	High
3 Series	2,018	Europe	Grey	Electric	Manual	3.1	92,129	72,269	4,312	Low
M3	2,011	Europe	White	Electric	Automatic	3	80,750	114,185	1,006	Low
X6	2,023	Middle East	Silver	Hybrid	Automatic	3.1	191,595	36,543	5,165	Low
5 Series	2,022	Asia	Black	Petrol	Automatic	3.8	48,362	86,036	4,219	Low
X3	2,020	South America	Silver	Electric	Automatic	4.2	47,268	44,805	8,688	High
X5	2,023	Europe	Grey	Electric	Automatic	4.5	1,242	45,692	8,005	High
X3	2,021	South America	Red	Electric	Manual	3.1	71,592	89,912	4,210	Low
X1	2,011	Middle East	Blue	Petrol	Manual	2.8	158,361	119,912	7,238	High
7 Series	2,020	Africa	White	Diesel	Manual	4.9	103,614	39,540	2,291	Low
X3	2,021	Africa	White	Diesel	Automatic	2.3	187,486	59,744	4,382	Low
X6	2,024	North America	Grey	Petrol	Manual	2.3	110,974	78,534	2,578	Low
M5	2,018	Middle East	Black	Hybrid	Automatic	4	199,682	50,414	5,188	Low
M3	2,021	Africa	Blue	Petrol	Manual	2.1	79,961	116,184	7,489	High
X3	2,012	Asia	Silver	Electric	Automatic	2.9	70,968	100,851	7,214	High
X3	2,017	Africa	Red	Hybrid	Manual	2.5	128,565	46,912	3,474	Low
X3	2,020	Europe	White	Diesel	Automatic	2.1	116,933	101,799	1,344	Low
7 Series	2,024	North America	Grey	Petrol	Automatic	3.5	104,083	84,529	5,091	Low
X5	2,018	Europe	Red	Diesel	Manual	2.8	183,474	94,453	5,877	Low
5 Series	2,017	Middle East	White	Electric	Manual	3.1	102,055	106,865	7,804	High

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