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
X5	2,019	Africa	White	Hybrid	Automatic	4.7	141,590	33,922	5,193	Low
M3	2,023	Europe	Black	Petrol	Automatic	2.5	95,275	43,256	3,935	Low
5 Series	2,011	North America	White	Diesel	Manual	3.8	19,702	93,565	6,713	Low
X1	2,021	South America	Black	Hybrid	Manual	1.9	79,720	95,408	3,529	Low
M3	2,015	Africa	Blue	Petrol	Manual	2.9	51,639	49,408	5,024	Low
M5	2,020	Europe	Silver	Hybrid	Automatic	4.1	125,722	43,894	4,448	Low
X6	2,010	Africa	White	Hybrid	Manual	2.3	128,175	51,235	695	Low
M5	2,012	Middle East	White	Electric	Manual	3.6	146,468	62,524	8,229	High
X6	2,014	Asia	White	Hybrid	Automatic	2	66,558	71,081	2,960	Low
X1	2,013	Africa	Grey	Hybrid	Automatic	1.9	21,055	71,426	5,138	Low
X6	2,012	Africa	Grey	Diesel	Automatic	3.3	198,958	106,972	6,060	Low
M5	2,019	Middle East	Red	Hybrid	Automatic	3.9	86,510	72,040	3,209	Low
X1	2,022	Middle East	Red	Petrol	Manual	1.9	191,487	40,012	7,265	High
X1	2,014	Europe	Black	Hybrid	Automatic	4.7	189,232	47,711	9,028	High
M5	2,020	Africa	Black	Petrol	Manual	2.3	30,529	106,476	2,005	Low
X5	2,017	South America	Red	Petrol	Manual	1.9	33,324	30,918	544	Low
i8	2,020	South America	Black	Petrol	Manual	2.2	20,537	48,243	6,624	Low
5 Series	2,013	South America	Silver	Petrol	Manual	2.1	127,850	55,935	7,169	High
M3	2,010	Middle East	Blue	Hybrid	Automatic	1.8	95,296	73,313	5,694	Low
X1	2,020	Asia	Red	Diesel	Automatic	4.3	27,624	46,179	2,809	Low
7 Series	2,016	South America	White	Electric	Manual	3.2	96,579	65,221	9,107	High
7 Series	2,017	Asia	Black	Petrol	Manual	2.9	107,119	92,623	7,312	High
X1	2,012	South America	Black	Electric	Manual	4.8	5,378	33,777	103	Low
X5	2,015	Middle East	Grey	Electric	Manual	2.8	69,209	40,172	9,197	High
X5	2,011	Middle East	Black	Petrol	Automatic	2.1	52,465	74,442	5,017	Low
5 Series	2,016	Europe	Blue	Petrol	Manual	2.5	191,814	67,930	5,576	Low
X3	2,024	Middle East	Grey	Hybrid	Manual	2.3	32,597	49,857	6,262	Low
i8	2,017	Asia	Blue	Hybrid	Automatic	3.2	106,761	59,980	2,365	Low
X1	2,015	Europe	Silver	Hybrid	Automatic	2.5	121,097	62,711	601	Low
5 Series	2,015	Africa	Silver	Electric	Manual	3.3	109,350	47,108	9,571	High
X5	2,014	North America	Blue	Diesel	Automatic	3.8	73,072	44,018	3,527	Low
X5	2,017	South America	Black	Petrol	Automatic	4.2	149,817	69,125	8,514	High
i8	2,010	Asia	Blue	Diesel	Automatic	4	138,483	76,722	8,161	High
X3	2,019	Middle East	Grey	Diesel	Manual	2.2	171,300	59,220	4,913	Low
i3	2,013	Africa	Red	Hybrid	Manual	1.9	102,271	35,906	6,474	Low
7 Series	2,024	North America	Grey	Hybrid	Automatic	3.4	190,794	94,635	7,890	High
X6	2,013	South America	Silver	Diesel	Automatic	2.2	65,402	74,838	2,968	Low
3 Series	2,012	South America	Black	Diesel	Automatic	1.8	41,865	114,138	2,196	Low
7 Series	2,012	South America	Grey	Electric	Automatic	3.3	52,301	100,419	4,113	Low
X6	2,013	Middle East	White	Diesel	Manual	2.6	96,549	50,351	2,506	Low
5 Series	2,020	South America	White	Petrol	Automatic	4.1	6,651	85,335	5,551	Low
X5	2,010	North America	Black	Hybrid	Manual	2.6	52,540	110,202	1,699	Low
i3	2,023	Africa	Red	Petrol	Automatic	4.9	59,841	55,424	8,115	High
i8	2,020	Asia	White	Petrol	Manual	4.2	187,494	114,709	824	Low
i8	2,022	Africa	Black	Diesel	Automatic	1.7	23,113	35,911	3,862	Low
7 Series	2,020	North America	Black	Electric	Manual	3.3	146,399	75,499	2,013	Low
M3	2,011	Asia	White	Petrol	Manual	3.5	46,400	37,046	8,371	High
3 Series	2,018	North America	Red	Diesel	Automatic	3.9	107,883	47,664	5,876	Low
X5	2,019	Europe	White	Electric	Automatic	3.2	171,256	97,643	8,985	High
7 Series	2,011	Asia	Blue	Hybrid	Automatic	3.2	80,125	69,873	4,663	Low
X1	2,014	Middle East	Silver	Diesel	Automatic	2.8	140,013	66,655	1,828	Low
M5	2,018	North America	Red	Hybrid	Manual	2.5	13,975	100,473	6,125	Low
X3	2,018	North America	White	Hybrid	Manual	4.8	172,712	104,231	5,284	Low
3 Series	2,017	Europe	Blue	Petrol	Manual	2.6	185,365	82,322	625	Low
X5	2,010	Middle East	Blue	Hybrid	Manual	1.7	100,907	88,374	2,910	Low
X1	2,010	Middle East	Grey	Petrol	Automatic	2.1	47,803	66,271	6,954	Low
M3	2,018	Europe	White	Diesel	Manual	4.5	66,713	72,014	4,190	Low
i8	2,022	South America	White	Diesel	Automatic	3.6	128,397	45,922	2,238	Low
5 Series	2,020	Asia	Grey	Diesel	Manual	4.2	44,171	85,504	7,586	High
X1	2,017	Africa	White	Petrol	Manual	4.3	43,027	41,451	6,874	Low
3 Series	2,019	South America	White	Diesel	Manual	4.4	85,473	87,159	8,359	High
X5	2,018	Middle East	Grey	Electric	Manual	3.4	120,823	113,003	2,507	Low
5 Series	2,016	Europe	Black	Petrol	Manual	2.1	106,786	119,311	5,212	Low
i8	2,012	Asia	White	Diesel	Manual	2	93,548	36,222	1,079	Low
X5	2,012	Europe	Blue	Electric	Manual	3.5	16,597	46,714	3,609	Low
X3	2,011	Asia	White	Diesel	Manual	2.8	145,982	88,936	3,102	Low
3 Series	2,014	Africa	Silver	Petrol	Manual	3.5	122,341	40,469	8,489	High
3 Series	2,021	Africa	Black	Petrol	Automatic	3.2	90,768	51,982	2,219	Low
3 Series	2,021	Europe	Red	Diesel	Automatic	3.6	118,171	76,321	7,533	High
X3	2,012	Middle East	Blue	Hybrid	Manual	1.6	132,943	52,934	700	Low
X1	2,023	South America	Black	Petrol	Automatic	1.6	113,238	79,243	4,839	Low
M3	2,015	Middle East	Grey	Hybrid	Automatic	4	176,369	32,934	4,257	Low
M3	2,011	Africa	Black	Electric	Automatic	2.2	59,875	94,989	3,435	Low
5 Series	2,021	North America	Blue	Petrol	Automatic	3.8	54,550	58,230	980	Low
i8	2,012	South America	Red	Diesel	Automatic	3.4	115,422	109,356	3,989	Low
3 Series	2,014	Asia	Blue	Petrol	Manual	4.9	47,246	109,664	827	Low
X5	2,021	Middle East	Black	Diesel	Manual	4.4	75,660	61,149	5,915	Low
X5	2,020	Asia	Grey	Hybrid	Manual	2.9	53,133	44,119	289	Low
M5	2,020	Middle East	Grey	Diesel	Manual	3.7	164,821	80,249	7,335	High
3 Series	2,010	Africa	Blue	Hybrid	Manual	1.9	43,912	83,300	2,746	Low
7 Series	2,022	Africa	Red	Hybrid	Automatic	2.9	49,613	44,525	6,184	Low
i8	2,010	North America	Silver	Diesel	Manual	4.1	102,516	32,561	2,458	Low
7 Series	2,019	Africa	White	Diesel	Manual	3.7	83,526	62,306	7,913	High
M3	2,018	Middle East	Red	Hybrid	Manual	3.2	192,322	69,778	3,195	Low
5 Series	2,016	Asia	Grey	Hybrid	Automatic	2.1	109,923	110,357	2,610	Low
5 Series	2,010	North America	Grey	Diesel	Automatic	4.3	158,742	71,694	8,048	High
X1	2,024	Europe	Red	Hybrid	Automatic	2.5	101,160	78,789	1,519	Low
i3	2,021	Middle East	Black	Petrol	Manual	4.4	111,606	67,524	6,719	Low
i3	2,023	South America	Silver	Petrol	Manual	3.6	68,438	87,114	1,841	Low
X6	2,017	South America	Blue	Electric	Automatic	2.8	134,602	98,083	4,916	Low
i3	2,012	Middle East	Red	Hybrid	Automatic	1.6	48,927	67,502	4,819	Low
7 Series	2,017	South America	Blue	Electric	Automatic	2.3	95,092	103,364	9,390	High
5 Series	2,024	North America	White	Hybrid	Automatic	4.6	87,744	35,711	4,479	Low
i8	2,014	Asia	Silver	Hybrid	Manual	4.4	128,538	87,782	5,774	Low
X6	2,010	Asia	Red	Electric	Manual	3.5	38,891	48,720	7,868	High
3 Series	2,016	Asia	Black	Electric	Manual	3.1	67,558	100,090	8,495	High
X1	2,014	Africa	Red	Diesel	Manual	3.8	192,217	50,745	3,028	Low
5 Series	2,015	North America	Silver	Electric	Manual	3.1	198,463	75,897	9,651	High
X1	2,015	North America	Black	Hybrid	Automatic	3.8	115,706	82,060	6,054	Low
M3	2,017	Asia	Red	Petrol	Manual	2.6	143,944	102,453	5,776	Low

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