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
i3	2,016	Europe	Grey	Hybrid	Manual	4.5	151,202	78,416	1,254	Low
i3	2,019	Asia	Grey	Electric	Manual	4.9	1,162	44,912	1,088	Low
X6	2,013	North America	White	Electric	Manual	4.5	182,555	53,744	9,564	High
X3	2,016	Middle East	Grey	Electric	Manual	4.2	19,627	80,491	2,467	Low
M5	2,017	South America	Black	Electric	Automatic	4.8	87,571	84,288	5,618	Low
X1	2,014	Asia	Black	Hybrid	Manual	3	132,223	48,252	4,657	Low
i3	2,022	Asia	Silver	Electric	Manual	4.2	52,609	43,625	654	Low
3 Series	2,021	Africa	White	Diesel	Automatic	2.2	2,664	65,742	1,719	Low
7 Series	2,021	Asia	White	Electric	Automatic	4.1	152,227	43,317	8,161	High
i8	2,010	Asia	Red	Hybrid	Manual	4.2	60,809	35,682	3,322	Low
X6	2,013	North America	Red	Petrol	Manual	4	59,323	43,233	7,760	High
X1	2,019	North America	White	Hybrid	Manual	4.5	26,284	38,898	8,951	High
5 Series	2,012	Middle East	Red	Petrol	Manual	2.9	185,426	59,788	1,891	Low
3 Series	2,019	Africa	White	Electric	Manual	3.4	21,305	51,303	8,369	High
X1	2,024	Asia	Grey	Electric	Automatic	1.5	7,576	92,602	1,925	Low
M5	2,021	Asia	White	Diesel	Manual	2	74,274	91,657	6,468	Low
X5	2,014	Africa	Black	Petrol	Automatic	3.8	13,910	75,923	8,500	High
3 Series	2,019	Europe	Black	Hybrid	Manual	3.5	127,210	39,222	6,929	Low
i3	2,022	South America	Silver	Electric	Manual	2.2	45,601	118,497	8,925	High
5 Series	2,019	Africa	Black	Petrol	Automatic	2.4	145,543	43,310	6,387	Low
5 Series	2,022	Africa	Black	Hybrid	Manual	2.7	76,481	91,318	8,800	High
X1	2,015	Asia	Grey	Hybrid	Automatic	4	30,808	99,761	6,280	Low
i3	2,011	Middle East	Silver	Petrol	Manual	3.6	185,224	37,888	741	Low
7 Series	2,016	North America	Red	Electric	Automatic	1.7	188,632	74,323	3,751	Low
7 Series	2,022	Asia	Grey	Hybrid	Manual	4.2	135,724	83,224	9,081	High
M3	2,012	North America	Blue	Hybrid	Manual	2.4	59,228	111,733	4,507	Low
X5	2,024	North America	Silver	Hybrid	Automatic	3.9	187,157	114,090	1,681	Low
5 Series	2,010	South America	Grey	Petrol	Manual	1.9	16,630	80,176	7,151	High
X6	2,019	Asia	Black	Hybrid	Automatic	5	90,619	114,432	306	Low
3 Series	2,012	Europe	Red	Diesel	Automatic	1.8	37,005	119,819	2,077	Low
i8	2,018	North America	Silver	Diesel	Automatic	4.1	186,991	55,173	1,919	Low
X3	2,019	North America	Silver	Petrol	Automatic	3.4	25,834	95,567	6,656	Low
i3	2,020	South America	Blue	Hybrid	Manual	1.8	168,495	34,147	9,566	High
M3	2,020	South America	Silver	Electric	Manual	1.6	144,625	100,246	3,030	Low
i8	2,024	Europe	Black	Diesel	Automatic	2.8	91,378	86,150	2,647	Low
M3	2,015	North America	Grey	Electric	Manual	4.3	54,962	70,295	2,169	Low
3 Series	2,020	North America	Blue	Electric	Automatic	1.6	124,802	109,452	3,309	Low
M5	2,015	Asia	White	Hybrid	Manual	4	101,555	99,041	699	Low
X6	2,013	South America	Grey	Electric	Automatic	3.8	152,867	36,390	7,545	High
7 Series	2,024	Middle East	Silver	Electric	Manual	2.4	80,946	91,837	6,645	Low
i3	2,017	Asia	White	Petrol	Automatic	1.8	78,511	105,973	5,339	Low
X1	2,014	Middle East	Silver	Diesel	Manual	4.7	140,969	73,110	3,359	Low
X3	2,016	Europe	White	Diesel	Automatic	2.6	28,074	37,027	8,002	High
M3	2,018	North America	White	Diesel	Automatic	1.9	137,954	78,758	9,184	High
i8	2,022	Asia	Silver	Electric	Automatic	3.9	22,532	114,210	6,362	Low
5 Series	2,022	North America	Blue	Diesel	Automatic	2.3	176,523	41,341	4,008	Low
X5	2,023	Middle East	Red	Electric	Manual	3.2	74,194	50,636	5,261	Low
X1	2,014	North America	Black	Electric	Automatic	1.7	107,454	84,760	3,930	Low
X3	2,020	South America	Black	Diesel	Manual	5	42,748	101,728	3,914	Low
5 Series	2,023	South America	Blue	Petrol	Manual	3.1	15,522	32,828	2,410	Low
M5	2,014	Asia	Black	Hybrid	Manual	5	79,730	92,883	5,404	Low
5 Series	2,023	North America	Red	Hybrid	Automatic	2.8	55,287	34,647	8,223	High
5 Series	2,013	Middle East	Red	Electric	Manual	2.7	153,115	89,506	3,527	Low
3 Series	2,015	South America	Silver	Petrol	Manual	4.7	35,168	71,537	6,130	Low
M3	2,011	South America	Grey	Hybrid	Manual	2.7	120,750	55,783	6,659	Low
X3	2,012	Asia	White	Petrol	Automatic	3	150,446	104,707	3,874	Low
X5	2,010	North America	White	Petrol	Manual	1.8	62,890	118,312	9,588	High
X1	2,011	North America	Red	Petrol	Automatic	4.8	47,907	30,150	9,136	High
3 Series	2,011	Asia	Red	Diesel	Automatic	1.8	24,432	38,470	599	Low
i8	2,017	Africa	Red	Electric	Automatic	4.2	127,504	72,169	6,152	Low
X5	2,017	Europe	Black	Electric	Manual	3.4	100,214	87,839	4,414	Low
X3	2,011	North America	Blue	Petrol	Manual	1.7	42,186	32,220	2,366	Low
7 Series	2,022	Africa	Black	Electric	Manual	1.5	132,259	70,890	4,020	Low
7 Series	2,023	Asia	Silver	Diesel	Automatic	4.8	57,892	80,139	261	Low
X1	2,015	Asia	Black	Diesel	Manual	4.1	186,513	44,688	8,912	High
i8	2,024	North America	Blue	Electric	Manual	3.9	168,603	81,084	2,136	Low
X6	2,014	Middle East	Black	Petrol	Manual	3	75,934	51,102	1,396	Low
3 Series	2,012	Europe	White	Petrol	Automatic	2.3	98,202	56,882	3,449	Low
i3	2,014	Asia	Silver	Hybrid	Automatic	3.9	3,111	118,888	8,928	High
X5	2,014	Asia	Black	Hybrid	Manual	3.6	157,978	100,097	198	Low
i3	2,014	Asia	Black	Hybrid	Automatic	4	49,651	63,482	4,495	Low
M5	2,012	Africa	Grey	Petrol	Manual	2.8	34,456	57,975	7,599	High
X5	2,024	Africa	Grey	Hybrid	Automatic	5	77,405	101,664	4,624	Low
i3	2,012	Europe	Blue	Petrol	Manual	1.7	16,009	48,544	5,923	Low
5 Series	2,013	Europe	Silver	Petrol	Manual	1.8	115,047	38,707	9,403	High
i8	2,016	Asia	Black	Diesel	Automatic	4.7	128,014	81,472	7,483	High
5 Series	2,021	Africa	Silver	Electric	Manual	3.8	26,489	45,380	8,788	High
5 Series	2,021	Africa	Silver	Electric	Manual	2.6	53,390	71,927	4,425	Low
M5	2,021	South America	Black	Diesel	Automatic	4.2	191,482	31,150	6,894	Low
X1	2,023	North America	Red	Petrol	Automatic	3.1	83,726	82,164	9,073	High
X6	2,011	Middle East	Black	Electric	Automatic	1.6	3,574	50,319	7,079	High
X1	2,019	Europe	Black	Petrol	Automatic	3.8	82,528	33,920	9,578	High
X6	2,013	Africa	White	Hybrid	Automatic	2.4	113,074	115,427	6,464	Low
X6	2,013	South America	Black	Diesel	Automatic	1.9	71,692	84,791	6,600	Low
X5	2,010	Africa	Black	Hybrid	Manual	2.3	186,322	86,357	5,228	Low
M5	2,019	Asia	Blue	Petrol	Automatic	3.2	155,077	98,642	3,812	Low
X5	2,017	Africa	White	Petrol	Automatic	1.7	83,512	51,820	578	Low
7 Series	2,010	Middle East	Grey	Diesel	Automatic	4.6	70,325	74,392	5,113	Low
M5	2,017	South America	Black	Petrol	Manual	3.5	100,135	114,524	4,929	Low
i3	2,016	Asia	Blue	Petrol	Manual	2.5	142,435	95,299	8,107	High
X5	2,018	South America	Blue	Hybrid	Automatic	3.9	121,780	117,850	6,860	Low
i8	2,017	Asia	Grey	Hybrid	Manual	4.3	192,860	73,612	9,873	High
X5	2,014	North America	Grey	Diesel	Automatic	3.6	164,336	39,441	2,254	Low
X5	2,017	Africa	Red	Electric	Manual	2.2	169,015	66,125	3,368	Low
X6	2,023	South America	White	Petrol	Manual	1.9	45,357	37,951	2,215	Low
7 Series	2,024	Europe	White	Hybrid	Manual	4.5	197,377	68,390	5,473	Low
3 Series	2,020	North America	Silver	Hybrid	Manual	2.3	109,365	61,860	8,301	High
M3	2,019	Middle East	Grey	Electric	Manual	1.6	197,199	71,809	4,358	Low
3 Series	2,021	Europe	Red	Electric	Automatic	3.8	51,699	115,752	6,831	Low
7 Series	2,024	Africa	White	Petrol	Manual	2	114,123	42,918	2,731	Low

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