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	2,014	Europe	Black	Hybrid	Manual	4.5	101,909	111,263	1,611	Low
X3	2,024	Africa	Blue	Electric	Automatic	4.1	112,191	73,489	8,147	High
X3	2,010	South America	Black	Petrol	Automatic	3.5	68,089	103,084	9,834	High
i3	2,021	Africa	Red	Petrol	Manual	2.6	1,580	42,435	8,286	High
X1	2,019	North America	Black	Hybrid	Automatic	2.2	70,117	51,122	9,197	High
i3	2,016	South America	Silver	Petrol	Manual	3	110,865	38,038	5,526	Low
X6	2,024	Asia	Red	Hybrid	Automatic	2.5	18,942	92,922	4,783	Low
5 Series	2,014	Europe	White	Electric	Manual	2.7	58,350	38,004	6,596	Low
i3	2,012	Africa	Red	Electric	Automatic	3.3	16,394	77,057	7,557	High
X6	2,021	Asia	Silver	Diesel	Automatic	2.1	138,650	81,220	2,629	Low
3 Series	2,022	Asia	Black	Diesel	Automatic	4.3	180,084	63,962	9,433	High
M5	2,018	Africa	Grey	Hybrid	Automatic	2	37,307	43,394	8,438	High
X3	2,010	North America	Blue	Petrol	Manual	3.2	199,075	81,494	8,167	High
i8	2,010	Europe	Red	Petrol	Manual	4.1	4,024	104,864	1,979	Low
M3	2,010	South America	White	Diesel	Manual	3.2	162,572	84,335	2,563	Low
i8	2,012	Africa	Silver	Electric	Automatic	2.8	13,934	88,502	6,963	Low
X3	2,021	North America	Silver	Petrol	Manual	3.2	5,531	85,677	6,578	Low
M3	2,015	Asia	Black	Diesel	Manual	4.5	108,038	112,081	439	Low
i3	2,019	North America	Grey	Petrol	Manual	5	4,191	54,887	2,333	Low
i3	2,020	North America	Red	Electric	Automatic	3.7	55,237	30,948	1,023	Low
M3	2,012	Europe	Silver	Diesel	Automatic	4.3	15,762	65,305	6,361	Low
i3	2,017	North America	Grey	Diesel	Manual	1.6	6,670	56,771	8,671	High
3 Series	2,023	Europe	Blue	Diesel	Manual	4.6	170,326	81,063	3,474	Low
7 Series	2,023	South America	White	Petrol	Manual	4.8	118,061	114,084	1,223	Low
M5	2,019	South America	Red	Electric	Automatic	3.5	134,255	90,922	5,441	Low
X1	2,011	Africa	Silver	Hybrid	Manual	4.1	120,795	41,130	5,697	Low
X6	2,023	Middle East	Blue	Petrol	Automatic	3.3	86,551	104,971	1,881	Low
7 Series	2,018	Europe	White	Electric	Automatic	2.5	49,205	89,949	6,135	Low
X5	2,012	North America	Silver	Electric	Manual	4.5	101,044	69,026	1,613	Low
X1	2,014	Middle East	Grey	Diesel	Automatic	3.6	173,623	93,652	510	Low
5 Series	2,019	Europe	Grey	Hybrid	Automatic	3.5	140,521	118,880	8,293	High
X5	2,017	South America	Black	Hybrid	Automatic	3.8	36,599	53,423	282	Low
X1	2,011	Africa	Black	Electric	Manual	4.5	123,077	63,417	8,771	High
i8	2,015	North America	Black	Petrol	Manual	4.1	79,278	90,712	1,545	Low
5 Series	2,021	Africa	Grey	Diesel	Manual	2.2	143,619	108,517	293	Low
X5	2,014	Europe	Silver	Diesel	Manual	3.1	153,761	88,545	433	Low
i3	2,022	Asia	Grey	Diesel	Manual	4.9	37,042	58,329	7,376	High
7 Series	2,019	North America	Black	Hybrid	Automatic	3.4	76,006	99,897	9,110	High
X6	2,018	Africa	Silver	Diesel	Manual	4.8	75,546	91,825	1,146	Low
7 Series	2,021	North America	White	Hybrid	Manual	4.3	187,370	49,892	9,329	High
X3	2,014	Europe	Red	Petrol	Manual	3.8	84,718	45,185	209	Low
i8	2,011	Europe	Silver	Hybrid	Automatic	2.7	196,277	111,086	2,425	Low
i3	2,014	Middle East	Blue	Diesel	Manual	2.6	46,991	111,233	5,136	Low
X6	2,024	Middle East	Silver	Electric	Manual	3.8	147,039	45,765	368	Low
i8	2,021	North America	Silver	Diesel	Automatic	3	168,504	52,299	1,302	Low
X6	2,013	North America	White	Diesel	Manual	4.3	176,186	73,442	8,260	High
i8	2,024	Africa	Silver	Petrol	Automatic	4.2	11,560	116,766	1,725	Low
X3	2,020	North America	Black	Diesel	Manual	2.6	189,100	55,171	6,261	Low
X5	2,016	Asia	Black	Petrol	Automatic	4	90,978	76,181	5,300	Low
X3	2,015	Europe	Silver	Electric	Manual	3.2	159,812	67,210	7,142	High
i3	2,023	Europe	Blue	Electric	Manual	2.6	85,398	53,372	5,155	Low
3 Series	2,011	North America	Grey	Hybrid	Manual	2.9	156,845	54,086	3,668	Low
X5	2,021	Africa	Red	Petrol	Manual	4.6	178,532	57,554	4,656	Low
X6	2,020	North America	Red	Hybrid	Manual	2.8	36,734	104,992	5,716	Low
X1	2,020	Europe	Blue	Hybrid	Automatic	2.5	140,851	42,358	5,415	Low
i8	2,022	North America	White	Electric	Manual	2.7	179,405	84,710	8,919	High
i8	2,014	Europe	Red	Diesel	Automatic	2.3	3,104	75,279	5,071	Low
X3	2,016	South America	Silver	Petrol	Automatic	3.4	49,130	109,143	2,214	Low
3 Series	2,020	Africa	White	Hybrid	Manual	2	191,416	94,176	5,402	Low
X1	2,016	Europe	Black	Diesel	Manual	4.4	44,194	116,266	1,011	Low
X3	2,024	Europe	Red	Electric	Automatic	2.3	157,417	99,820	7,490	High
X1	2,014	North America	Blue	Diesel	Manual	3.6	186,293	55,567	5,153	Low
M3	2,021	Europe	Black	Hybrid	Automatic	1.9	143,592	107,939	6,751	Low
5 Series	2,024	Asia	Red	Diesel	Automatic	4.9	141,797	62,557	7,801	High
i8	2,018	South America	Red	Electric	Automatic	3.1	114,489	57,971	2,526	Low
i8	2,013	Middle East	Black	Electric	Automatic	4.4	33,493	90,741	431	Low
7 Series	2,020	Africa	Grey	Petrol	Automatic	4.2	129,653	82,664	9,242	High
5 Series	2,012	South America	Blue	Diesel	Automatic	4	130,145	106,045	6,385	Low
M5	2,024	North America	Silver	Diesel	Automatic	4.4	193,591	103,575	8,145	High
X3	2,013	Europe	Silver	Petrol	Automatic	1.9	118,531	108,813	7,900	High
i8	2,014	Asia	Grey	Diesel	Manual	3.9	6,024	86,094	443	Low
X1	2,022	Middle East	Red	Diesel	Automatic	2.4	91,485	50,844	5,747	Low
X3	2,015	North America	Black	Electric	Automatic	4.3	165,860	57,955	1,217	Low
i3	2,012	Asia	Grey	Electric	Automatic	4.8	49,021	76,862	3,005	Low
X5	2,011	Africa	Black	Hybrid	Automatic	4.7	164,498	110,188	1,401	Low
i8	2,023	Europe	Blue	Electric	Automatic	1.9	194,110	34,369	5,652	Low
7 Series	2,022	Asia	Blue	Petrol	Manual	2.8	81,595	38,725	4,443	Low
X1	2,013	North America	Red	Petrol	Automatic	2.8	73,138	87,667	6,320	Low
X1	2,014	South America	Silver	Diesel	Manual	1.9	46,408	75,016	1,484	Low
3 Series	2,013	Middle East	Red	Diesel	Manual	1.8	186,767	98,618	9,725	High
i8	2,023	South America	Red	Diesel	Manual	2.8	85,150	45,976	3,282	Low
M3	2,020	South America	White	Diesel	Automatic	5	162,133	88,111	146	Low
3 Series	2,022	Asia	Black	Electric	Manual	3.5	24,992	76,343	4,288	Low
X3	2,024	Europe	Silver	Diesel	Automatic	3.7	175,655	37,809	7,933	High
X3	2,021	Europe	White	Hybrid	Automatic	3.1	101,360	74,896	5,841	Low
M5	2,012	Africa	Blue	Petrol	Automatic	3.8	105,146	108,175	3,204	Low
X1	2,017	Asia	Black	Diesel	Automatic	4.8	22,238	101,166	7,131	High
X3	2,019	Middle East	Red	Petrol	Automatic	3.6	153,426	77,919	7,349	High
3 Series	2,013	Asia	White	Petrol	Automatic	1.7	16,773	33,812	2,905	Low
i3	2,023	Africa	Grey	Diesel	Manual	3.2	22,957	68,083	3,446	Low
i8	2,011	North America	Grey	Diesel	Manual	5	199,463	79,415	2,679	Low
i3	2,011	South America	Blue	Petrol	Automatic	2.9	154,366	88,919	7,223	High
X1	2,010	Asia	Grey	Hybrid	Automatic	3.6	85,162	100,682	872	Low
X1	2,022	Middle East	White	Diesel	Manual	1.9	156,525	100,888	6,307	Low
X1	2,013	Africa	Grey	Diesel	Automatic	2	68,553	50,428	9,427	High
X3	2,019	Europe	Blue	Electric	Automatic	4.6	11,760	75,395	3,673	Low
M5	2,018	North America	Grey	Hybrid	Manual	2.6	188,939	111,079	9,734	High
M5	2,023	North America	Red	Diesel	Manual	2.6	79,193	77,701	1,225	Low
i3	2,020	Asia	Silver	Electric	Automatic	2.9	2,819	67,331	5,567	Low
i3	2,016	North America	Grey	Hybrid	Manual	4.9	132,210	69,164	6,855	Low

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