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	2,023	Africa	White	Petrol	Manual	4.9	73,912	83,131	3,807	Low
X3	2,018	Middle East	Silver	Hybrid	Automatic	1.5	21,069	115,343	3,820	Low
3 Series	2,024	Asia	Silver	Petrol	Automatic	3.5	86,486	89,979	1,620	Low
3 Series	2,012	Asia	Red	Electric	Automatic	1.8	184,156	49,374	8,582	High
i8	2,021	Asia	Black	Electric	Automatic	2.9	26,214	116,314	7,086	High
X1	2,020	North America	Black	Electric	Automatic	3.7	79,566	39,209	6,822	Low
i3	2,016	Middle East	Red	Hybrid	Manual	3.9	182,702	60,395	4,744	Low
3 Series	2,016	North America	White	Petrol	Automatic	4.2	147,040	49,406	1,316	Low
5 Series	2,016	South America	Grey	Electric	Manual	3.6	17,339	64,161	3,830	Low
X1	2,011	Europe	Black	Hybrid	Automatic	2.4	32,504	80,849	4,836	Low
X3	2,015	North America	Black	Electric	Automatic	4.6	143,225	98,686	3,464	Low
7 Series	2,011	Europe	Blue	Petrol	Automatic	4.3	194,279	75,470	4,850	Low
M5	2,015	Africa	Black	Electric	Automatic	2.1	40,541	60,178	4,507	Low
M3	2,022	South America	White	Electric	Manual	4.4	199,957	74,438	3,432	Low
M3	2,019	South America	Silver	Hybrid	Automatic	4.9	192,797	88,099	1,482	Low
X5	2,012	South America	Silver	Electric	Automatic	3.7	22,943	63,321	2,058	Low
X3	2,023	Africa	White	Petrol	Manual	2.5	31,699	109,550	1,877	Low
X6	2,011	Europe	White	Petrol	Automatic	3.6	27,813	80,619	8,726	High
M3	2,021	North America	White	Hybrid	Automatic	2.7	198,394	77,413	8,924	High
X1	2,024	Europe	White	Hybrid	Automatic	3.9	56,449	49,610	1,508	Low
X3	2,023	Europe	Red	Electric	Manual	3.4	169,848	114,783	6,535	Low
X1	2,015	Africa	Grey	Diesel	Automatic	4.8	130,270	112,115	9,304	High
3 Series	2,011	North America	Black	Diesel	Automatic	3.7	72,255	48,090	6,473	Low
i8	2,014	South America	Silver	Petrol	Automatic	2.2	67,577	112,561	8,423	High
M5	2,011	Europe	Grey	Electric	Manual	4	65,201	79,613	605	Low
M5	2,012	North America	White	Diesel	Manual	2.6	28,342	69,315	9,417	High
X1	2,012	Asia	White	Electric	Automatic	2.5	115,202	55,781	5,394	Low
i3	2,015	Africa	Red	Petrol	Manual	2.9	189,882	89,751	4,667	Low
M5	2,015	Middle East	Red	Electric	Automatic	1.5	30,867	64,710	7,144	High
M5	2,019	Middle East	Blue	Diesel	Automatic	4.9	33,890	80,362	7,239	High
X5	2,012	North America	Blue	Diesel	Manual	3.4	107,965	59,890	5,738	Low
X5	2,012	Europe	Blue	Petrol	Automatic	4.2	18,878	54,193	1,515	Low
M5	2,022	Africa	Blue	Electric	Automatic	2.4	101,906	35,408	3,577	Low
M5	2,021	North America	Red	Diesel	Automatic	4.1	115,589	85,023	9,589	High
X1	2,022	Africa	Black	Hybrid	Manual	3.5	154,058	34,244	3,239	Low
i8	2,010	Europe	Grey	Hybrid	Manual	3	147,244	58,645	3,572	Low
X1	2,016	South America	Silver	Petrol	Automatic	4.9	122,949	59,976	4,279	Low
5 Series	2,022	Asia	Blue	Hybrid	Automatic	3.2	155,601	46,313	3,265	Low
X1	2,017	Middle East	Grey	Hybrid	Automatic	3.8	9,710	70,604	1,809	Low
7 Series	2,011	Asia	Blue	Petrol	Manual	1.6	3,149	67,245	7,146	High
X3	2,013	Middle East	White	Hybrid	Automatic	2.6	93,197	118,854	4,006	Low
X5	2,019	Middle East	Blue	Diesel	Automatic	4.6	33,984	35,088	9,779	High
3 Series	2,016	North America	Black	Hybrid	Automatic	4.2	145,845	62,753	1,221	Low
X3	2,017	South America	Red	Diesel	Manual	3.4	108,924	51,628	5,575	Low
X6	2,010	South America	Black	Diesel	Manual	4.7	129,872	60,159	2,387	Low
5 Series	2,013	North America	Red	Petrol	Manual	3.2	56,507	55,920	319	Low
5 Series	2,015	Europe	Red	Hybrid	Manual	3.5	5,965	37,182	4,609	Low
X6	2,012	South America	Grey	Electric	Manual	2.8	95,262	63,852	2,425	Low
X3	2,014	Europe	White	Diesel	Automatic	3.7	27,180	94,033	8,158	High
X5	2,019	Asia	Blue	Hybrid	Manual	2.6	187,593	116,745	9,471	High
7 Series	2,018	Asia	Blue	Hybrid	Automatic	2.8	42,725	88,388	9,297	High
i8	2,020	Europe	White	Diesel	Automatic	4.9	193,760	35,265	8,922	High
X3	2,022	Europe	Black	Diesel	Automatic	1.9	23,364	109,859	6,457	Low
i3	2,012	Africa	Black	Electric	Manual	1.9	82,511	41,786	8,177	High
5 Series	2,014	Asia	White	Hybrid	Manual	1.7	152,595	96,828	2,095	Low
X6	2,017	South America	White	Diesel	Manual	2.6	128,935	65,083	9,760	High
M5	2,015	Europe	Red	Petrol	Automatic	2.9	159,184	53,775	2,519	Low
7 Series	2,013	South America	Blue	Petrol	Manual	1.8	102,577	35,662	878	Low
X5	2,017	South America	Grey	Hybrid	Automatic	3.4	102,321	89,406	793	Low
X1	2,020	Europe	Red	Petrol	Automatic	3.5	85,768	112,298	1,900	Low
X6	2,012	Africa	Blue	Diesel	Automatic	4.1	170,597	74,000	3,739	Low
X3	2,012	Asia	Blue	Electric	Manual	4.9	87,017	64,098	1,506	Low
X6	2,013	Africa	Grey	Hybrid	Automatic	3.7	79,048	52,158	2,229	Low
M3	2,018	Africa	Grey	Electric	Manual	1.9	178,510	32,919	9,258	High
i8	2,014	South America	Black	Hybrid	Manual	1.8	80,173	63,285	7,763	High
X3	2,017	Europe	Silver	Diesel	Automatic	4.2	45,133	106,816	1,322	Low
i8	2,015	Europe	Red	Hybrid	Manual	3.8	166,536	53,268	7,246	High
i8	2,012	Middle East	Silver	Electric	Manual	2.1	8,608	80,107	8,574	High
M3	2,024	North America	Grey	Petrol	Manual	2.4	152,632	106,746	1,092	Low
X5	2,017	South America	White	Hybrid	Manual	4.1	21,236	43,521	8,220	High
i3	2,021	Africa	White	Diesel	Manual	3.5	104,190	89,905	4,852	Low
i8	2,018	Middle East	White	Diesel	Automatic	3.5	85,662	68,543	5,553	Low
i3	2,017	North America	Grey	Diesel	Automatic	2.2	31,689	46,839	100	Low
X5	2,022	North America	White	Electric	Automatic	3.7	94,153	39,488	9,899	High
M5	2,013	Middle East	Black	Electric	Automatic	4.2	38,650	87,585	2,992	Low
i3	2,023	Middle East	Blue	Petrol	Automatic	4.6	131,366	70,398	6,467	Low
M3	2,023	North America	Silver	Electric	Manual	4.1	120,500	109,226	2,337	Low
X6	2,022	Asia	Blue	Petrol	Manual	3.5	53,600	66,344	3,816	Low
3 Series	2,020	Africa	Grey	Electric	Automatic	3.9	50,544	91,690	7,936	High
i8	2,015	South America	Silver	Petrol	Manual	3.2	98,641	52,407	8,520	High
X1	2,010	South America	White	Electric	Automatic	2.3	196,211	39,872	5,109	Low
i8	2,013	Africa	White	Hybrid	Manual	4.6	84,299	100,773	7,395	High
i8	2,017	South America	Silver	Hybrid	Manual	3.4	188,888	53,665	1,075	Low
i3	2,010	Middle East	Blue	Electric	Manual	3.6	17,215	40,835	6,098	Low
M3	2,012	South America	Black	Petrol	Manual	5	189,301	51,961	3,641	Low
X5	2,010	North America	Silver	Electric	Automatic	4.9	123,930	109,430	5,549	Low
3 Series	2,018	Africa	Silver	Petrol	Automatic	3.6	107,112	84,019	8,482	High
X6	2,011	Europe	Blue	Electric	Automatic	1.6	98,548	34,236	7,515	High
X1	2,018	South America	Blue	Electric	Manual	2.9	66,224	64,135	7,347	High
X6	2,022	Asia	Blue	Petrol	Automatic	4.8	26,815	101,035	5,951	Low
X3	2,013	North America	Black	Electric	Manual	2.5	192,716	93,391	7,903	High
i3	2,011	South America	Grey	Electric	Automatic	5	119,358	50,983	1,444	Low
7 Series	2,013	Africa	Silver	Electric	Automatic	1.8	90,736	39,879	3,094	Low
i3	2,021	South America	White	Diesel	Manual	3.5	40,341	52,629	3,741	Low
M3	2,020	South America	Grey	Electric	Automatic	3.3	110,593	43,689	510	Low
i3	2,020	South America	White	Hybrid	Manual	2.4	183,151	73,208	5,967	Low
M3	2,019	Middle East	Blue	Diesel	Automatic	4.8	39,118	80,420	7,314	High
M5	2,015	Asia	Red	Hybrid	Manual	3.7	188,054	48,895	4,849	Low
X1	2,024	North America	White	Electric	Manual	2.3	132,413	94,875	150	Low
M5	2,020	South America	White	Petrol	Automatic	2.8	127,756	110,067	2,096	Low

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