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
X1	2,015	Europe	Red	Electric	Automatic	3	1,989	45,116	6,833	Low
X5	2,023	Asia	Grey	Electric	Automatic	2.6	180,303	95,531	1,630	Low
X3	2,011	North America	Grey	Electric	Manual	2	158,114	49,892	9,404	High
i3	2,012	Europe	Black	Electric	Manual	3.9	163,780	53,372	778	Low
i8	2,010	Europe	Silver	Diesel	Automatic	1.8	92,885	74,227	1,757	Low
i8	2,012	Middle East	Black	Petrol	Automatic	1.7	5,007	52,948	6,989	Low
5 Series	2,024	South America	Grey	Petrol	Automatic	3.9	154,486	61,371	3,095	Low
i3	2,016	South America	Grey	Hybrid	Manual	3.9	146,282	55,681	1,732	Low
X1	2,014	Europe	Blue	Hybrid	Automatic	2.2	100,425	41,708	6,719	Low
5 Series	2,013	Asia	White	Hybrid	Manual	4.9	182,793	72,682	8,739	High
i3	2,024	Middle East	Red	Petrol	Automatic	4.3	150,067	44,931	2,766	Low
7 Series	2,024	South America	Grey	Hybrid	Manual	3.9	75,631	86,924	7,302	High
7 Series	2,022	Asia	Black	Diesel	Automatic	4.1	58,617	96,051	1,467	Low
X1	2,021	Middle East	Black	Diesel	Automatic	2.9	75,469	114,586	7,494	High
X5	2,017	Europe	Black	Electric	Automatic	3.1	87,974	42,742	5,375	Low
5 Series	2,017	Europe	White	Electric	Automatic	4.5	162,408	35,957	8,235	High
X1	2,010	Asia	Black	Electric	Manual	1.6	76,968	50,833	5,868	Low
X5	2,018	Africa	Silver	Petrol	Manual	4.3	14,805	46,344	9,075	High
M5	2,023	Middle East	White	Hybrid	Manual	3.1	194,001	105,713	7,542	High
3 Series	2,018	North America	Silver	Hybrid	Automatic	3.1	73,678	119,531	1,276	Low
X3	2,011	Europe	Black	Petrol	Manual	2.6	169,104	71,759	8,300	High
X6	2,011	Asia	Grey	Electric	Automatic	3.6	127,233	104,819	1,312	Low
i8	2,017	Asia	Silver	Hybrid	Manual	3.9	108,620	75,621	5,382	Low
5 Series	2,021	North America	Black	Electric	Manual	2.1	53,076	44,825	157	Low
X6	2,020	Middle East	White	Electric	Automatic	3.5	2,125	33,069	5,771	Low
i8	2,015	North America	Black	Electric	Manual	3.1	71,528	87,346	7,434	High
7 Series	2,012	Europe	Silver	Diesel	Manual	4.2	25,102	47,195	8,211	High
3 Series	2,021	Europe	Grey	Petrol	Manual	3.4	161,729	118,179	9,740	High
X5	2,011	Middle East	Black	Petrol	Manual	3	148,186	70,206	4,832	Low
3 Series	2,014	North America	Red	Hybrid	Manual	3.4	134,177	92,580	5,017	Low
M3	2,024	South America	Red	Diesel	Manual	3.2	51,412	52,368	5,612	Low
i3	2,017	Europe	Blue	Hybrid	Automatic	4.8	186,276	84,147	2,580	Low
i3	2,015	Middle East	Grey	Petrol	Manual	2.6	192,175	101,311	3,439	Low
i8	2,021	North America	Blue	Electric	Automatic	1.6	188,812	91,374	7,093	High
7 Series	2,012	South America	Red	Hybrid	Manual	3.8	190,167	85,046	7,846	High
i8	2,021	Middle East	Silver	Hybrid	Automatic	3.6	114,034	108,168	6,962	Low
X6	2,021	South America	Black	Hybrid	Automatic	4.7	184,502	61,055	8,406	High
M3	2,018	Asia	White	Electric	Automatic	1.9	181,486	93,945	1,515	Low
X6	2,017	Europe	Grey	Diesel	Manual	3.3	110,528	41,029	3,500	Low
M5	2,019	Europe	Red	Hybrid	Automatic	2	19,028	60,042	100	Low
3 Series	2,015	Asia	Grey	Diesel	Automatic	3.1	157,074	104,864	9,503	High
i3	2,010	North America	White	Electric	Manual	4.3	176,276	34,404	4,328	Low
i8	2,011	South America	White	Electric	Automatic	4.5	155,898	105,867	9,835	High
7 Series	2,013	North America	Silver	Hybrid	Automatic	4.4	181,496	42,952	7,929	High
M5	2,011	Asia	Black	Petrol	Manual	3.4	160,188	80,078	5,829	Low
M5	2,012	Middle East	Red	Petrol	Automatic	3.7	75,793	48,863	6,353	Low
X6	2,023	Middle East	Red	Petrol	Automatic	3.4	110,822	107,570	4,015	Low
M3	2,017	Africa	Grey	Hybrid	Automatic	3.5	157,656	65,462	4,703	Low
3 Series	2,018	North America	Red	Diesel	Automatic	4.6	134,756	73,410	669	Low
i8	2,015	South America	Silver	Diesel	Automatic	2.2	134,479	83,446	2,046	Low
M5	2,013	North America	Red	Hybrid	Automatic	3	13,062	63,840	7,156	High
X5	2,020	North America	Grey	Petrol	Automatic	3.6	7,783	51,013	8,161	High
i3	2,011	Middle East	Red	Electric	Automatic	4.2	29,034	59,542	487	Low
M5	2,016	Africa	Silver	Petrol	Manual	4.2	15,135	98,434	230	Low
X6	2,019	Middle East	Black	Hybrid	Automatic	1.9	147,462	119,551	3,067	Low
M3	2,020	Europe	Grey	Diesel	Automatic	2.3	136,743	55,471	3,403	Low
X3	2,016	Middle East	Silver	Hybrid	Automatic	4.7	89,931	77,166	9,492	High
3 Series	2,019	North America	Red	Petrol	Automatic	2.8	188,339	110,215	6,154	Low
M3	2,018	Middle East	Red	Hybrid	Automatic	1.5	68,468	104,329	798	Low
M5	2,014	Middle East	Silver	Diesel	Automatic	2.2	56,033	72,666	8,855	High
5 Series	2,019	Asia	Black	Electric	Manual	4.9	76,660	38,471	1,434	Low
X1	2,013	Middle East	White	Electric	Manual	2.6	144,953	36,807	7,902	High
i8	2,019	Europe	Red	Diesel	Manual	3.6	132,556	67,352	1,162	Low
i3	2,015	South America	Silver	Electric	Automatic	4	18,944	103,312	6,913	Low
M5	2,021	South America	Grey	Hybrid	Manual	3.8	79,799	89,936	8,695	High
5 Series	2,011	Europe	Grey	Hybrid	Automatic	2.8	98,081	61,982	2,312	Low
7 Series	2,011	Asia	Black	Electric	Manual	3	62,936	104,120	1,212	Low
X1	2,021	North America	Blue	Electric	Manual	4.4	48,693	65,948	4,154	Low
i3	2,018	Africa	Black	Hybrid	Manual	3.8	90,120	86,805	8,121	High
M5	2,016	Asia	Red	Electric	Manual	1.6	25,787	84,976	4,590	Low
X1	2,016	Africa	Blue	Diesel	Manual	2.2	119,060	67,840	3,866	Low
3 Series	2,022	Asia	Red	Hybrid	Automatic	2.5	173,045	65,142	1,272	Low
X3	2,014	Middle East	Red	Electric	Automatic	2.8	75,358	35,293	7,153	High
X3	2,016	Asia	Silver	Diesel	Automatic	3.5	107,675	110,986	8,254	High
M5	2,018	Africa	Blue	Diesel	Manual	2.8	44,465	39,035	3,381	Low
M3	2,019	Europe	Grey	Petrol	Automatic	4.4	48,245	78,790	7,562	High
X5	2,014	Africa	Black	Petrol	Automatic	3.2	155,668	69,005	3,764	Low
X5	2,018	Asia	Grey	Diesel	Manual	3.3	166,326	119,753	8,585	High
7 Series	2,010	Middle East	Black	Diesel	Automatic	3	177,282	56,292	8,613	High
i8	2,022	Europe	Blue	Petrol	Manual	2.6	56,056	109,679	7,019	High
7 Series	2,024	Asia	White	Hybrid	Manual	4	30,443	95,571	1,520	Low
X3	2,021	Africa	Grey	Hybrid	Automatic	2.3	170,708	93,521	5,108	Low
X3	2,012	Asia	Black	Diesel	Automatic	3.9	132,490	38,326	5,235	Low
X1	2,016	Asia	Black	Electric	Manual	3.4	180,070	47,197	4,793	Low
X6	2,013	Middle East	White	Diesel	Automatic	1.9	30,461	101,734	2,445	Low
7 Series	2,024	Europe	Blue	Electric	Manual	1.6	170,605	54,167	3,620	Low
X6	2,011	Asia	Black	Hybrid	Manual	2.1	48,692	34,304	3,522	Low
X1	2,021	Europe	Red	Petrol	Manual	4.2	36,570	40,599	6,754	Low
3 Series	2,023	Europe	Blue	Electric	Manual	2.8	37,666	34,547	5,706	Low
X3	2,012	Europe	Silver	Electric	Manual	4.3	146,772	55,335	9,488	High
M3	2,016	Asia	White	Diesel	Manual	3.3	125,854	110,420	5,813	Low
7 Series	2,017	Asia	Blue	Diesel	Automatic	1.6	10,742	58,764	6,741	Low
X1	2,020	Europe	Blue	Petrol	Manual	4.5	183,303	113,133	7,442	High
X6	2,018	Asia	White	Petrol	Automatic	4.8	44,191	69,637	6,870	Low
3 Series	2,015	Africa	White	Diesel	Automatic	1.8	73,494	56,504	637	Low
i8	2,019	North America	Black	Hybrid	Automatic	2.2	30,820	94,421	5,155	Low
3 Series	2,018	Europe	Black	Petrol	Manual	4	144,117	65,676	3,341	Low
i8	2,013	Asia	Blue	Hybrid	Manual	5	80,265	53,841	3,472	Low
M5	2,021	Middle East	White	Hybrid	Automatic	4.6	18,232	84,346	3,596	Low
5 Series	2,014	South America	Blue	Electric	Automatic	1.8	133,880	69,871	810	Low

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