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	2,010	South America	Grey	Petrol	Manual	2.5	111,756	94,249	400	Low
X5	2,024	South America	White	Diesel	Manual	4.2	186,128	46,173	1,655	Low
M3	2,022	South America	Grey	Hybrid	Automatic	4.8	173,168	30,651	2,472	Low
i3	2,018	North America	Black	Electric	Manual	1.8	187,243	32,415	249	Low
5 Series	2,024	Europe	White	Petrol	Automatic	4.3	26,693	35,603	3,396	Low
i8	2,016	North America	Grey	Hybrid	Automatic	3.8	95,590	42,030	7,955	High
X6	2,010	Asia	White	Hybrid	Automatic	2.3	192,179	79,599	9,744	High
X5	2,010	South America	Black	Hybrid	Manual	4.1	174,939	44,941	3,318	Low
X1	2,014	Asia	Black	Petrol	Manual	4	129,310	111,453	3,663	Low
X1	2,017	North America	White	Hybrid	Manual	2	64,498	61,762	6,849	Low
5 Series	2,018	Asia	Grey	Hybrid	Manual	3.3	13,203	44,719	6,537	Low
X1	2,021	Africa	Red	Hybrid	Automatic	4.2	185,362	102,091	1,625	Low
X1	2,015	Middle East	Red	Petrol	Automatic	2.2	40,942	99,621	3,276	Low
X5	2,021	Middle East	Red	Petrol	Manual	3.1	44,971	84,679	5,298	Low
i8	2,022	Middle East	Blue	Hybrid	Automatic	1.9	80,746	77,848	5,387	Low
7 Series	2,019	South America	Blue	Electric	Automatic	2.6	120,312	54,895	5,360	Low
i3	2,021	North America	White	Diesel	Automatic	2.3	22,012	60,543	7,830	High
X3	2,017	Middle East	White	Hybrid	Automatic	3.3	178,150	49,032	3,658	Low
X5	2,024	Africa	Blue	Hybrid	Automatic	2	10,998	32,020	2,480	Low
3 Series	2,015	North America	Silver	Petrol	Automatic	2.8	176,196	40,554	5,055	Low
5 Series	2,020	Africa	Silver	Electric	Automatic	2.5	139,446	97,431	9,614	High
X5	2,015	Europe	Red	Diesel	Automatic	4.1	108,715	92,535	7,784	High
M5	2,013	Middle East	Black	Hybrid	Manual	3.9	43,703	48,972	7,732	High
5 Series	2,020	Africa	Silver	Hybrid	Automatic	1.8	30,335	82,435	7,534	High
X3	2,014	North America	Black	Diesel	Manual	4.8	40,508	74,674	186	Low
i3	2,023	North America	Silver	Hybrid	Automatic	4.1	154,338	39,958	4,673	Low
X6	2,011	South America	Grey	Hybrid	Manual	3.7	127,326	31,339	4,041	Low
i8	2,012	Africa	Black	Electric	Automatic	3.2	193,449	70,756	3,242	Low
M5	2,012	Europe	White	Diesel	Manual	2.1	147,576	30,278	9,449	High
i3	2,023	Africa	Blue	Petrol	Automatic	4.9	199,785	49,763	8,034	High
5 Series	2,021	Middle East	Blue	Petrol	Automatic	1.5	62,437	58,522	4,093	Low
M3	2,020	North America	Black	Hybrid	Automatic	3.9	85,966	61,733	5,832	Low
X1	2,014	North America	White	Diesel	Automatic	3.3	88,331	39,107	3,432	Low
M5	2,023	Europe	Blue	Petrol	Manual	4.7	109,861	39,505	1,255	Low
X1	2,014	Middle East	Blue	Petrol	Manual	2.8	199,916	107,983	4,248	Low
i8	2,015	Europe	Red	Petrol	Automatic	3.3	199,165	80,714	3,106	Low
X6	2,014	Middle East	Grey	Hybrid	Manual	4.1	146,822	45,824	7,071	High
M3	2,021	North America	Grey	Diesel	Manual	1.7	161,287	65,052	4,215	Low
X5	2,015	South America	Silver	Petrol	Manual	1.7	148,892	82,873	5,830	Low
3 Series	2,017	Africa	Grey	Diesel	Manual	2.2	45,694	113,617	1,523	Low
X1	2,024	South America	White	Petrol	Automatic	2	163,832	119,461	9,939	High
i8	2,011	Asia	Black	Electric	Manual	1.5	11,295	64,719	8,224	High
7 Series	2,013	Asia	White	Diesel	Automatic	3.7	51,431	119,597	7,154	High
i3	2,022	Asia	White	Hybrid	Manual	4.3	167,467	73,896	3,193	Low
M3	2,015	Europe	Red	Diesel	Manual	4.8	1,609	119,800	4,667	Low
i3	2,021	South America	Red	Diesel	Automatic	3	60,305	91,068	3,566	Low
7 Series	2,014	Asia	White	Diesel	Manual	2.5	150,425	39,499	9,883	High
M5	2,010	Asia	White	Petrol	Automatic	4.5	194,794	110,500	1,252	Low
i8	2,018	Middle East	White	Petrol	Manual	4.5	197,047	38,350	9,096	High
7 Series	2,012	Asia	Silver	Electric	Automatic	3.7	124,348	109,703	1,621	Low
7 Series	2,011	Europe	Red	Electric	Automatic	2.5	132,003	118,801	9,240	High
X3	2,018	Africa	Black	Electric	Automatic	4.7	133,259	62,098	4,280	Low
5 Series	2,016	South America	White	Diesel	Manual	2.1	120,505	102,375	8,764	High
X6	2,014	Europe	White	Electric	Manual	1.7	71,149	78,852	660	Low
5 Series	2,021	Europe	Black	Hybrid	Automatic	4.3	95,304	70,623	5,421	Low
M5	2,015	South America	Grey	Petrol	Automatic	3.5	12,610	96,447	4,389	Low
i3	2,021	Africa	Black	Electric	Manual	2.4	174,994	111,677	1,853	Low
7 Series	2,020	Asia	Silver	Hybrid	Manual	3.8	175,910	65,531	6,866	Low
X6	2,013	South America	Grey	Hybrid	Manual	4.2	66,679	50,725	3,435	Low
3 Series	2,010	Asia	Red	Petrol	Manual	4.5	52,350	46,813	4,437	Low
5 Series	2,013	South America	White	Diesel	Automatic	2.5	68,837	58,799	9,198	High
7 Series	2,018	Europe	Black	Petrol	Manual	1.6	180,439	117,205	1,136	Low
3 Series	2,010	North America	Blue	Hybrid	Manual	3.3	14,938	38,253	3,190	Low
X1	2,019	Asia	Grey	Petrol	Automatic	4.5	177,002	97,320	8,499	High
X3	2,012	South America	Silver	Petrol	Automatic	2.2	17,545	92,121	5,655	Low
X3	2,024	Europe	Red	Diesel	Manual	3	51,049	60,047	4,007	Low
X1	2,024	Asia	Red	Electric	Automatic	2.4	56,977	33,897	5,528	Low
M5	2,014	Asia	Black	Diesel	Manual	1.5	174,948	118,803	3,620	Low
i3	2,016	Middle East	White	Hybrid	Automatic	4.6	197,995	117,382	1,284	Low
M3	2,018	North America	Blue	Electric	Automatic	2	78,193	97,580	6,394	Low
X6	2,015	Africa	Blue	Hybrid	Automatic	4.2	158,076	96,251	9,638	High
X3	2,012	Asia	Grey	Electric	Automatic	2.7	192,174	49,957	1,678	Low
3 Series	2,022	South America	Blue	Diesel	Automatic	2.5	171,058	72,745	7,021	High
7 Series	2,016	North America	Silver	Electric	Automatic	4.8	182,054	49,103	2,131	Low
X3	2,024	Europe	Black	Diesel	Manual	3.8	172,864	85,742	435	Low
M3	2,023	Middle East	Black	Electric	Manual	3.9	135,203	56,647	9,599	High
7 Series	2,013	North America	Black	Diesel	Automatic	4.2	175,062	48,710	6,786	Low
i8	2,012	South America	Silver	Petrol	Manual	2.7	139,972	88,790	684	Low
5 Series	2,023	Europe	Blue	Electric	Automatic	3.5	127,179	31,924	504	Low
M3	2,016	Middle East	Grey	Electric	Automatic	2.4	162,948	37,903	8,523	High
7 Series	2,020	Europe	White	Diesel	Automatic	4.4	178,306	74,172	1,800	Low
i3	2,020	Asia	Red	Hybrid	Automatic	3.6	26,023	60,751	1,861	Low
X3	2,016	South America	Red	Diesel	Manual	2.4	183,858	62,685	3,699	Low
3 Series	2,013	Africa	Blue	Diesel	Automatic	4.6	173,430	102,906	3,769	Low
i8	2,021	North America	Red	Diesel	Manual	3.5	143,120	45,855	4,180	Low
M5	2,016	Africa	Silver	Diesel	Automatic	3.2	33,034	80,759	2,100	Low
M3	2,020	Asia	Silver	Petrol	Manual	1.6	115,757	71,789	9,663	High
M3	2,023	Africa	Blue	Hybrid	Automatic	4.7	146,402	88,655	845	Low
7 Series	2,011	North America	White	Petrol	Manual	4.8	134,718	107,265	4,789	Low
5 Series	2,010	South America	White	Electric	Manual	3.5	96,752	31,106	8,854	High
X3	2,021	Asia	Blue	Diesel	Automatic	3	88,995	83,190	8,633	High
i3	2,024	North America	Blue	Diesel	Automatic	2.8	120,722	62,337	405	Low
X6	2,011	South America	Blue	Hybrid	Automatic	2.4	89,803	50,350	966	Low
X6	2,013	Africa	Silver	Hybrid	Manual	3.5	65,320	112,935	9,226	High
M3	2,017	Africa	Blue	Electric	Manual	1.9	161,409	44,437	6,458	Low
X5	2,012	Asia	Black	Diesel	Automatic	4.7	191,514	63,384	4,492	Low
7 Series	2,024	Asia	Grey	Hybrid	Automatic	2.1	179,483	95,232	9,029	High
M3	2,019	Europe	Grey	Electric	Manual	4.1	42,845	90,194	151	Low
X5	2,024	Africa	Red	Diesel	Manual	2.6	185,404	60,024	420	Low
3 Series	2,015	Asia	Grey	Petrol	Manual	2.3	63,101	76,079	7,347	High

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