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
7 Series	2,016	South America	Red	Hybrid	Manual	1.9	45,530	103,955	9,264	High
X5	2,010	Middle East	White	Petrol	Automatic	3.4	120,823	45,578	1,576	Low
X1	2,015	Europe	Silver	Hybrid	Automatic	2.8	196,891	86,676	7,957	High
7 Series	2,015	Asia	Silver	Petrol	Manual	3.1	133,837	92,248	5,492	Low
5 Series	2,012	Asia	Silver	Diesel	Manual	3.6	19,491	102,538	6,891	Low
3 Series	2,011	South America	Blue	Electric	Automatic	3.8	161,161	89,473	4,585	Low
7 Series	2,021	Middle East	Grey	Petrol	Manual	3.8	166,069	115,627	5,253	Low
M3	2,011	Africa	Silver	Petrol	Manual	2.4	75,144	60,869	9,261	High
i3	2,023	North America	Red	Hybrid	Automatic	4.3	75,995	45,532	9,463	High
3 Series	2,022	Asia	White	Petrol	Manual	4.7	143,741	116,221	8,639	High
5 Series	2,018	Middle East	Red	Electric	Automatic	2.6	13,759	105,884	2,417	Low
M5	2,020	Asia	White	Diesel	Manual	1.6	191,570	78,719	2,109	Low
i3	2,014	Middle East	White	Hybrid	Automatic	4.6	52,280	53,512	5,205	Low
M5	2,016	Middle East	Grey	Hybrid	Automatic	4.7	105,036	71,813	8,257	High
3 Series	2,021	South America	Silver	Hybrid	Manual	1.7	126,842	86,864	345	Low
M3	2,014	Middle East	Blue	Petrol	Manual	1.5	169,911	99,564	1,931	Low
i3	2,016	North America	Black	Hybrid	Automatic	4.4	36,790	61,218	5,639	Low
M5	2,022	North America	Red	Hybrid	Automatic	2.6	7,012	43,072	982	Low
i3	2,013	North America	Blue	Petrol	Manual	4.7	45,862	70,127	5,361	Low
3 Series	2,017	Africa	Blue	Electric	Automatic	2.3	26,419	30,446	1,048	Low
X5	2,022	Africa	Grey	Electric	Manual	4.5	14,654	62,570	679	Low
M5	2,020	North America	Black	Petrol	Manual	1.7	18,748	34,636	6,918	Low
7 Series	2,023	Asia	Red	Hybrid	Manual	2.4	161,819	41,865	4,551	Low
7 Series	2,019	Africa	Red	Diesel	Automatic	4.9	81,933	63,707	2,303	Low
M5	2,022	Middle East	Black	Petrol	Manual	2.3	34,468	35,073	7,561	High
i8	2,020	Middle East	Grey	Electric	Manual	2	83,567	68,197	646	Low
X1	2,019	Europe	Silver	Diesel	Manual	4.5	127,667	53,135	6,697	Low
i3	2,016	Middle East	Blue	Diesel	Manual	1.9	43,230	53,149	4,012	Low
M5	2,019	South America	Silver	Petrol	Manual	1.8	109,824	85,402	1,882	Low
X6	2,024	Africa	Red	Petrol	Automatic	2.6	58,327	102,836	5,676	Low
M3	2,014	Asia	Grey	Diesel	Manual	3.7	95,285	111,875	8,929	High
X3	2,020	Middle East	Blue	Electric	Automatic	4	77,485	91,135	8,068	High
i8	2,015	South America	Red	Hybrid	Manual	4.6	41,434	72,819	9,330	High
X6	2,014	Asia	White	Diesel	Manual	3.4	180,175	85,972	2,950	Low
3 Series	2,016	Asia	Black	Petrol	Manual	2.9	169,044	102,573	1,105	Low
M5	2,021	Asia	Silver	Diesel	Manual	2.8	198,391	99,079	7,097	High
M5	2,011	North America	Silver	Hybrid	Manual	4.5	184,446	86,627	7,825	High
3 Series	2,014	South America	Grey	Hybrid	Manual	4	8,385	79,293	2,588	Low
M3	2,024	South America	Silver	Diesel	Manual	4.7	26,580	63,095	6,011	Low
X1	2,019	Europe	Silver	Diesel	Manual	4.9	67,684	98,732	7,572	High
X1	2,024	Middle East	Grey	Electric	Automatic	2.6	144,454	82,130	6,384	Low
M5	2,012	Middle East	Grey	Petrol	Automatic	3.4	25,665	112,914	1,924	Low
i8	2,018	Europe	Blue	Electric	Automatic	3.7	164,736	93,892	1,427	Low
i3	2,022	Middle East	Red	Hybrid	Automatic	2.1	182,402	105,633	9,144	High
X5	2,015	Europe	White	Electric	Manual	1.7	136,192	59,772	6,800	Low
i3	2,022	Middle East	Black	Petrol	Manual	4.5	18,466	90,796	1,002	Low
X6	2,019	North America	Silver	Diesel	Automatic	3.4	41,743	30,043	9,968	High
M3	2,012	Asia	Grey	Hybrid	Manual	3.5	111,090	63,651	3,094	Low
5 Series	2,016	North America	Grey	Electric	Manual	3.4	190,100	51,847	7,569	High
X3	2,013	Middle East	Silver	Hybrid	Manual	4.1	189,426	51,091	7,190	High
7 Series	2,023	Europe	Silver	Diesel	Manual	2	68,868	117,456	3,861	Low
7 Series	2,012	Asia	Grey	Hybrid	Automatic	3.6	194,553	75,670	6,372	Low
3 Series	2,017	Africa	Grey	Electric	Manual	3.1	107,806	59,577	2,695	Low
X1	2,022	Middle East	White	Electric	Automatic	4.6	98,042	32,478	5,084	Low
3 Series	2,013	Asia	Black	Hybrid	Automatic	3.3	78,937	102,166	2,380	Low
M3	2,020	Europe	Grey	Diesel	Automatic	4.8	107,776	88,743	2,449	Low
5 Series	2,010	Asia	Grey	Diesel	Manual	2.7	36,566	36,447	7,430	High
M5	2,015	Europe	White	Electric	Manual	4.9	169,503	99,137	5,859	Low
5 Series	2,019	North America	Black	Petrol	Manual	4.6	69,060	32,200	1,634	Low
X6	2,020	Europe	Blue	Petrol	Automatic	3.5	92,755	91,528	3,644	Low
7 Series	2,020	North America	Grey	Petrol	Manual	2.7	19,547	87,370	4,066	Low
X5	2,010	North America	Red	Petrol	Manual	2.8	107,910	40,437	5,946	Low
3 Series	2,014	Africa	Black	Hybrid	Manual	4.2	69,068	38,532	9,011	High
i3	2,016	Africa	Silver	Hybrid	Automatic	3.5	193,823	76,125	3,188	Low
i8	2,024	Asia	Silver	Hybrid	Automatic	2.9	118,801	56,783	6,131	Low
M5	2,015	North America	White	Electric	Automatic	3.7	30,893	33,795	3,923	Low
M5	2,023	North America	Red	Hybrid	Manual	4.1	11,116	52,068	5,062	Low
7 Series	2,011	South America	Grey	Electric	Automatic	1.6	157,916	35,929	4,033	Low
M3	2,020	Africa	Red	Electric	Automatic	1.8	121,683	68,852	1,292	Low
i8	2,013	Asia	Silver	Diesel	Automatic	1.8	174,361	63,806	8,466	High
7 Series	2,020	Africa	White	Petrol	Manual	2.3	105,340	81,286	8,121	High
3 Series	2,024	South America	Silver	Hybrid	Manual	3	99,969	35,336	7,709	High
7 Series	2,011	South America	Silver	Electric	Manual	4.3	10,218	68,910	5,271	Low
X6	2,020	South America	Black	Hybrid	Automatic	2.7	106,937	78,273	4,121	Low
i3	2,010	Europe	Black	Petrol	Automatic	1.6	82,529	51,582	267	Low
X3	2,024	Europe	Blue	Petrol	Manual	3.2	6,623	71,303	5,491	Low
7 Series	2,012	North America	Black	Petrol	Automatic	5	186,776	44,892	4,729	Low
i3	2,012	Africa	Silver	Petrol	Manual	2.7	49,862	59,079	7,422	High
X3	2,024	Asia	Red	Hybrid	Manual	4.9	125,517	116,184	2,026	Low
X1	2,021	Africa	Blue	Diesel	Manual	1.9	184,476	80,785	4,489	Low
3 Series	2,016	North America	Black	Diesel	Automatic	2.1	42,980	75,344	6,336	Low
5 Series	2,010	Europe	Silver	Electric	Automatic	4	197,604	86,587	3,211	Low
7 Series	2,018	Europe	Grey	Electric	Manual	3.3	125,446	73,574	6,988	Low
M3	2,020	Africa	Red	Petrol	Automatic	4.2	173,024	94,219	6,673	Low
i8	2,015	Africa	Silver	Petrol	Automatic	4.5	119,167	82,442	3,654	Low
i8	2,013	Asia	Black	Electric	Manual	2.4	73,426	66,049	2,109	Low
i3	2,012	Africa	Red	Hybrid	Automatic	3.9	161,048	98,934	8,094	High
5 Series	2,024	Middle East	White	Diesel	Automatic	3.6	190,983	44,792	4,883	Low
X3	2,012	Africa	Silver	Diesel	Automatic	4.5	47,390	100,423	6,642	Low
X1	2,011	Africa	White	Electric	Automatic	3	85,739	70,714	7,867	High
X3	2,011	Africa	Blue	Hybrid	Manual	1.7	172,487	47,382	4,192	Low
M5	2,023	North America	Grey	Hybrid	Manual	3.5	130,115	33,140	8,678	High
X1	2,021	Europe	Blue	Hybrid	Automatic	4.9	140,063	41,743	8,609	High
X6	2,022	South America	White	Diesel	Manual	1.6	75,910	40,639	4,216	Low
M5	2,019	Middle East	White	Diesel	Automatic	2.3	188,557	67,786	1,917	Low
M5	2,014	South America	Black	Electric	Manual	2.6	120,225	88,703	2,720	Low
X3	2,018	Asia	White	Electric	Automatic	4.2	83,140	33,120	2,279	Low
i3	2,011	Asia	Black	Electric	Manual	2.6	30,219	91,386	5,622	Low
i8	2,011	Asia	Silver	Petrol	Manual	2.3	135,252	73,976	1,320	Low
X1	2,021	Africa	White	Diesel	Automatic	3.8	153,976	47,258	8,041	High

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