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
X6	2,023	Africa	Silver	Petrol	Manual	3.8	97,164	43,629	7,294	High
3 Series	2,013	Africa	Silver	Hybrid	Automatic	2.1	29,348	64,787	341	Low
X1	2,018	South America	Blue	Electric	Manual	2.3	169,300	96,269	4,823	Low
X5	2,013	Middle East	Blue	Petrol	Manual	3.4	109,542	79,351	4,408	Low
X6	2,017	Asia	Blue	Petrol	Automatic	2.5	93,389	43,472	117	Low
X5	2,017	Africa	Blue	Petrol	Manual	3.8	4,395	105,705	9,094	High
X6	2,015	North America	White	Petrol	Automatic	4.8	136,197	99,944	4,763	Low
7 Series	2,015	Asia	Grey	Electric	Manual	2	199,702	61,800	2,823	Low
X3	2,020	Europe	Red	Diesel	Manual	3.5	61,350	69,317	1,468	Low
X6	2,017	Middle East	Grey	Petrol	Manual	4.7	24,440	105,535	9,040	High
X5	2,021	Europe	White	Electric	Automatic	2.1	128,481	93,561	8,175	High
7 Series	2,022	South America	White	Electric	Manual	2.8	138,622	71,496	9,977	High
i3	2,021	Middle East	Silver	Electric	Automatic	1.9	73,900	89,148	4,835	Low
M5	2,019	Europe	Grey	Hybrid	Automatic	3.7	27,709	81,368	8,043	High
7 Series	2,018	Middle East	Grey	Petrol	Manual	3.8	132,894	78,561	3,631	Low
5 Series	2,024	South America	Black	Petrol	Automatic	3.8	159,039	80,994	4,136	Low
7 Series	2,014	Africa	Grey	Petrol	Automatic	3.4	139,282	73,971	6,621	Low
X3	2,020	Europe	Silver	Diesel	Manual	4.1	62,670	67,992	274	Low
X5	2,010	Europe	Grey	Hybrid	Manual	1.6	173,050	109,603	235	Low
M5	2,010	Asia	Blue	Diesel	Automatic	4.9	189,013	40,581	8,959	High
M5	2,024	Middle East	White	Diesel	Automatic	2.3	117,499	118,781	8,044	High
7 Series	2,011	Europe	Silver	Petrol	Manual	1.9	177,648	40,560	6,525	Low
7 Series	2,019	Middle East	Grey	Electric	Automatic	4.8	185,517	114,515	1,756	Low
M5	2,019	Europe	Grey	Hybrid	Manual	4.4	17,412	59,079	4,980	Low
X1	2,014	North America	Grey	Diesel	Manual	4.2	183,829	52,034	9,860	High
7 Series	2,013	North America	White	Electric	Manual	1.9	15,734	41,527	1,107	Low
X5	2,010	Asia	Black	Electric	Automatic	4.3	185,888	111,409	9,076	High
X1	2,013	Europe	Grey	Petrol	Automatic	3.6	192,178	108,877	8,188	High
3 Series	2,013	South America	White	Electric	Automatic	4.1	190,632	114,765	174	Low
3 Series	2,019	Middle East	Silver	Diesel	Automatic	4.9	94,580	41,563	7,794	High
7 Series	2,013	Europe	Black	Electric	Automatic	2.2	81,105	38,640	7,553	High
i3	2,010	Asia	Silver	Petrol	Automatic	3.3	102,109	97,749	6,695	Low
i3	2,018	Middle East	Silver	Electric	Manual	4.1	142,306	88,487	2,787	Low
X3	2,023	North America	Blue	Electric	Manual	3	84,437	114,259	4,418	Low
M3	2,012	South America	Silver	Electric	Automatic	1.7	46,395	42,936	8,928	High
X1	2,022	Africa	Black	Diesel	Manual	1.9	42,527	80,800	9,822	High
7 Series	2,013	Europe	Red	Diesel	Manual	3.6	199,314	114,630	8,757	High
i3	2,014	Middle East	Blue	Diesel	Manual	2.5	78,828	59,494	6,400	Low
M3	2,022	North America	Black	Diesel	Automatic	2	176,096	82,621	336	Low
M3	2,022	Europe	Blue	Electric	Manual	2.7	100,476	49,065	2,659	Low
5 Series	2,016	Asia	Red	Petrol	Manual	2.2	199,210	93,724	5,382	Low
M5	2,015	Africa	Red	Electric	Automatic	1.6	119,686	45,244	6,250	Low
i8	2,014	Africa	Red	Diesel	Automatic	2	161,210	78,614	5,013	Low
M5	2,017	Asia	Black	Electric	Manual	4.6	132,490	74,234	9,868	High
i8	2,023	Middle East	Blue	Electric	Manual	1.5	181,455	87,995	6,456	Low
5 Series	2,010	Africa	Silver	Petrol	Automatic	4.2	71,156	37,245	8,499	High
7 Series	2,016	Africa	Silver	Electric	Manual	4.1	189,680	79,867	2,298	Low
3 Series	2,021	Middle East	Red	Diesel	Manual	3.5	166,366	41,325	2,776	Low
i3	2,015	Asia	Grey	Diesel	Automatic	2.2	36,177	113,878	1,187	Low
5 Series	2,020	North America	White	Petrol	Automatic	4.6	81,115	41,016	8,075	High
X5	2,014	Africa	Blue	Diesel	Automatic	3.2	88,361	115,167	8,465	High
X6	2,016	Africa	Red	Hybrid	Manual	2.1	118,810	82,770	8,835	High
X3	2,012	South America	Grey	Diesel	Manual	3	30,083	115,274	3,992	Low
X3	2,010	Europe	Black	Petrol	Manual	2.2	12,403	47,377	6,647	Low
M5	2,018	Asia	White	Diesel	Manual	2.8	164,289	111,340	6,319	Low
5 Series	2,011	Asia	Red	Petrol	Automatic	3.2	162,077	100,499	3,738	Low
X1	2,022	Asia	Red	Petrol	Automatic	2.8	196,337	53,085	9,339	High
i8	2,019	Africa	Blue	Hybrid	Manual	3.8	195,274	105,498	433	Low
X6	2,024	Africa	White	Petrol	Manual	4.8	17,568	115,518	756	Low
X5	2,012	Middle East	Black	Diesel	Manual	2.7	66,100	71,876	6,465	Low
X5	2,017	Europe	Blue	Hybrid	Automatic	2.7	63,636	113,682	2,269	Low
5 Series	2,021	Europe	Black	Petrol	Manual	4.1	8,996	89,627	2,924	Low
i8	2,019	North America	White	Petrol	Manual	3.4	85,851	118,332	8,989	High
X6	2,018	South America	Grey	Diesel	Automatic	3	190,277	35,310	733	Low
X5	2,022	North America	Red	Electric	Manual	4.3	13,866	77,345	158	Low
5 Series	2,012	North America	Black	Diesel	Manual	4.6	104,404	55,833	801	Low
X1	2,015	Asia	Red	Electric	Manual	3.6	103,917	101,829	3,533	Low
i8	2,016	Europe	Grey	Hybrid	Manual	2.1	84,953	80,319	2,580	Low
M3	2,024	Europe	White	Petrol	Automatic	3.1	135,141	66,022	1,644	Low
5 Series	2,010	Europe	Silver	Diesel	Automatic	3.3	60,230	105,867	6,271	Low
M3	2,023	Middle East	Grey	Electric	Manual	3	16,056	32,261	8,334	High
5 Series	2,016	Europe	Grey	Hybrid	Manual	2.4	71,529	119,981	9,537	High
3 Series	2,013	Asia	Red	Petrol	Automatic	3.2	132,474	109,436	1,059	Low
M5	2,014	Europe	Grey	Diesel	Automatic	3.1	10,779	117,269	6,472	Low
X1	2,017	Africa	Grey	Hybrid	Automatic	2.2	186,596	32,769	2,979	Low
M3	2,013	Africa	White	Diesel	Automatic	4.7	12,729	75,736	3,255	Low
X1	2,024	Middle East	Silver	Hybrid	Manual	4.6	102,188	116,556	7,837	High
X6	2,013	Asia	Black	Hybrid	Manual	4.2	123,299	103,612	4,836	Low
7 Series	2,017	Middle East	Silver	Diesel	Automatic	2.9	182,441	112,423	3,755	Low
X1	2,024	North America	Blue	Petrol	Automatic	2.8	146,373	34,351	8,173	High
7 Series	2,014	Africa	White	Diesel	Automatic	4	53,694	53,148	7,540	High
7 Series	2,022	Middle East	Red	Petrol	Automatic	3.6	25,463	101,912	6,137	Low
M3	2,015	Europe	Black	Hybrid	Automatic	3.6	195,278	96,814	8,999	High
M5	2,021	Europe	Silver	Petrol	Automatic	1.9	165,978	30,392	1,688	Low
M5	2,020	South America	White	Hybrid	Automatic	3.7	44,690	112,557	6,654	Low
X5	2,023	Europe	Red	Electric	Manual	4.7	75,009	59,878	7,020	High
7 Series	2,014	Asia	Red	Petrol	Manual	1.8	156,807	31,459	4,391	Low
X5	2,010	North America	White	Hybrid	Manual	2.7	160,165	45,567	8,420	High
7 Series	2,016	Europe	Black	Diesel	Manual	3.3	129,290	87,262	3,923	Low
X1	2,015	Asia	Silver	Petrol	Manual	3.9	129,063	77,442	4,016	Low
X6	2,011	Europe	Silver	Diesel	Manual	1.8	191,796	58,630	5,551	Low
M3	2,020	Middle East	Grey	Hybrid	Automatic	4.6	27,284	116,978	9,372	High
3 Series	2,016	South America	Grey	Petrol	Manual	1.6	614	70,395	4,378	Low
X6	2,015	Europe	Blue	Hybrid	Automatic	4.5	140,789	110,775	4,533	Low
3 Series	2,014	North America	Red	Diesel	Automatic	1.6	154,642	101,081	3,384	Low
M3	2,017	South America	Silver	Hybrid	Automatic	2	195,213	96,344	3,043	Low
3 Series	2,014	North America	Silver	Petrol	Manual	4.3	36,735	59,216	3,467	Low
M3	2,020	Africa	Blue	Diesel	Automatic	4.5	19,187	68,435	771	Low
7 Series	2,011	North America	Silver	Electric	Manual	4.9	62,449	55,968	2,862	Low
7 Series	2,015	North America	Blue	Electric	Manual	1.9	71,047	56,028	4,098	Low

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