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
X3	2,012	Africa	Silver	Electric	Manual	4.1	132,077	72,363	1,189	Low
X1	2,018	Europe	Red	Electric	Manual	4.4	195,441	65,761	845	Low
5 Series	2,016	Asia	Black	Petrol	Manual	4.4	114,046	73,665	1,137	Low
7 Series	2,015	Middle East	Silver	Petrol	Automatic	4.2	174,462	111,953	691	Low
i8	2,018	Europe	White	Hybrid	Manual	1.7	116,667	74,530	746	Low
M5	2,013	Middle East	Black	Petrol	Manual	3.7	151,079	64,173	8,451	High
5 Series	2,013	Asia	Blue	Electric	Manual	1.6	176,246	74,063	267	Low
i8	2,012	South America	White	Diesel	Manual	4.1	50,016	80,285	2,084	Low
7 Series	2,014	Africa	White	Electric	Automatic	1.7	42,757	36,514	3,556	Low
i3	2,014	North America	Silver	Diesel	Manual	4.9	91,438	38,774	4,159	Low
i3	2,021	Middle East	Silver	Electric	Automatic	3.6	128,138	63,173	3,141	Low
X1	2,023	Europe	Red	Electric	Manual	2.1	145,161	59,040	5,488	Low
X5	2,019	Africa	Silver	Hybrid	Automatic	3.1	98,590	36,687	1,941	Low
3 Series	2,016	South America	Red	Electric	Automatic	4.4	26,438	72,426	1,661	Low
M5	2,016	Asia	Black	Diesel	Automatic	2.1	49,549	73,002	3,767	Low
X6	2,024	South America	Black	Diesel	Automatic	3.4	141,941	45,987	9,702	High
X1	2,015	Middle East	Red	Petrol	Manual	1.5	104,932	105,064	7,012	High
X1	2,013	Middle East	White	Petrol	Automatic	4.3	29,497	101,176	6,572	Low
5 Series	2,016	South America	Red	Diesel	Automatic	2.2	67,187	115,098	5,403	Low
X3	2,023	South America	Red	Electric	Automatic	2.9	18,286	52,304	5,995	Low
X3	2,011	Asia	Black	Petrol	Automatic	3.4	93,713	118,581	322	Low
X3	2,022	Asia	Red	Petrol	Manual	2	129,056	79,676	9,063	High
X1	2,021	North America	Blue	Petrol	Manual	4.7	115,613	119,741	4,605	Low
3 Series	2,018	Africa	Red	Diesel	Automatic	3.1	166,363	108,349	8,080	High
3 Series	2,016	South America	Blue	Electric	Manual	2.3	82,794	110,329	8,863	High
M3	2,011	Africa	Grey	Electric	Manual	4.1	74,752	59,530	3,761	Low
5 Series	2,019	South America	Red	Hybrid	Manual	4.6	160,440	68,124	5,044	Low
X5	2,011	Europe	White	Petrol	Automatic	4.7	36,026	112,598	4,153	Low
i8	2,022	South America	White	Petrol	Automatic	3	139,161	75,559	802	Low
5 Series	2,015	Middle East	Grey	Petrol	Manual	2.8	18,612	34,774	5,398	Low
X1	2,020	South America	Black	Diesel	Manual	4.8	163,985	51,707	5,834	Low
X5	2,016	Africa	Black	Electric	Manual	1.7	199,703	96,873	5,169	Low
X1	2,018	Asia	Blue	Diesel	Manual	4.1	152,849	114,235	3,374	Low
3 Series	2,024	South America	Silver	Hybrid	Manual	2.1	59,558	45,035	7,484	High
M3	2,013	South America	Blue	Diesel	Manual	3.1	15,566	34,054	2,352	Low
M5	2,017	Middle East	White	Electric	Manual	4.8	31,651	73,858	8,392	High
i3	2,023	Europe	Blue	Diesel	Automatic	3.5	18,521	34,349	8,817	High
X5	2,019	Africa	Red	Petrol	Manual	3.3	182,175	92,047	678	Low
M5	2,024	North America	Silver	Hybrid	Manual	1.7	83,667	107,051	9,234	High
X1	2,022	Asia	Silver	Petrol	Automatic	2.5	75,845	77,021	836	Low
7 Series	2,011	South America	Grey	Petrol	Automatic	1.5	15,486	69,816	2,871	Low
M5	2,015	Europe	White	Petrol	Manual	4.6	23,623	101,714	5,733	Low
M3	2,013	South America	Blue	Diesel	Automatic	3.8	112,725	64,887	738	Low
X6	2,017	Europe	Silver	Diesel	Automatic	1.9	120,357	103,387	4,650	Low
i3	2,018	North America	Grey	Petrol	Manual	2.8	185,286	76,824	722	Low
7 Series	2,011	South America	Grey	Electric	Automatic	4.3	53,192	65,210	1,008	Low
X3	2,016	South America	Black	Petrol	Automatic	2	24,225	115,474	4,918	Low
i8	2,016	North America	Red	Petrol	Manual	2.3	101,615	94,618	4,375	Low
X6	2,017	South America	Blue	Petrol	Manual	3.4	75,163	38,897	7,345	High
M3	2,022	Europe	White	Hybrid	Manual	2	110,024	86,111	4,297	Low
7 Series	2,014	Middle East	Black	Hybrid	Automatic	2.8	1,565	116,000	8,361	High
X1	2,020	Europe	Blue	Electric	Automatic	4.9	162,021	77,246	6,819	Low
5 Series	2,022	Asia	Blue	Hybrid	Manual	3.4	50,553	111,343	4,546	Low
X6	2,012	Africa	Black	Petrol	Manual	4	146,695	114,263	6,714	Low
X1	2,010	Asia	Silver	Diesel	Manual	3.8	91,386	111,839	594	Low
i8	2,013	Africa	Blue	Hybrid	Manual	2.2	81,159	75,078	5,336	Low
i3	2,012	South America	Silver	Petrol	Manual	4.5	121,805	80,190	3,415	Low
3 Series	2,011	Middle East	Red	Petrol	Automatic	1.9	70,664	117,772	821	Low
X6	2,015	Asia	Grey	Petrol	Manual	4.7	146,666	74,382	5,672	Low
i8	2,016	Middle East	Black	Diesel	Manual	2.3	97,121	73,093	6,891	Low
M5	2,019	South America	White	Electric	Automatic	4.8	158,600	57,461	3,670	Low
X5	2,016	North America	Silver	Electric	Manual	4.3	74,815	106,786	5,860	Low
X6	2,021	South America	Grey	Hybrid	Automatic	2.1	77,570	108,859	8,545	High
M3	2,017	South America	Silver	Petrol	Automatic	2.1	136,696	115,337	4,664	Low
X6	2,022	Europe	Grey	Hybrid	Automatic	1.8	53,242	86,521	8,882	High
M5	2,023	Middle East	Grey	Electric	Manual	2.4	192,869	78,459	8,346	High
X5	2,011	Europe	Blue	Diesel	Manual	3.8	176,666	107,070	7,694	High
5 Series	2,023	North America	Silver	Electric	Manual	3.3	177,277	119,873	7,453	High
M3	2,020	Asia	Blue	Hybrid	Manual	3.6	199,154	66,046	8,795	High
5 Series	2,021	Middle East	Red	Petrol	Manual	1.6	59,977	35,987	1,590	Low
M3	2,019	North America	Red	Hybrid	Automatic	1.8	44,097	92,032	1,340	Low
X6	2,022	Europe	Red	Diesel	Manual	3.9	35,444	33,418	4,905	Low
M3	2,015	North America	Grey	Electric	Automatic	4.5	67,642	61,260	5,265	Low
i3	2,022	South America	Grey	Diesel	Manual	2.8	27,303	88,555	7,555	High
X5	2,015	Asia	Blue	Electric	Manual	2.1	145,175	64,227	4,848	Low
7 Series	2,019	Middle East	Black	Hybrid	Automatic	2.6	21,416	37,925	6,783	Low
5 Series	2,021	Middle East	Black	Electric	Manual	2.9	96,508	102,042	692	Low
X5	2,010	Europe	Silver	Petrol	Manual	3.7	57,652	40,985	7,532	High
X6	2,011	North America	White	Petrol	Manual	2.9	79,664	81,209	4,878	Low
X1	2,022	Asia	Grey	Electric	Automatic	4.6	138,812	64,473	7,079	High
3 Series	2,018	Middle East	White	Hybrid	Manual	2.9	3,048	100,285	7,895	High
X6	2,017	Africa	Silver	Electric	Automatic	2.1	138,303	68,294	8,036	High
X3	2,021	Africa	Blue	Diesel	Manual	2.4	47,009	66,005	351	Low
3 Series	2,022	Asia	Silver	Electric	Manual	3.1	26,906	115,223	5,043	Low
i8	2,013	Asia	Silver	Electric	Automatic	4.2	161,855	38,817	1,932	Low
3 Series	2,015	Europe	Blue	Hybrid	Manual	4.5	133,486	67,808	1,351	Low
3 Series	2,011	North America	Blue	Petrol	Manual	2.1	13,115	103,538	7,804	High
X3	2,021	South America	Silver	Electric	Manual	1.5	146,484	81,724	8,702	High
X6	2,014	North America	Blue	Hybrid	Automatic	4.5	53,447	70,692	6,817	Low
X5	2,011	South America	White	Electric	Manual	2.3	42,361	38,126	4,930	Low
X6	2,024	Europe	Silver	Electric	Manual	4.4	170,751	63,426	8,145	High
M3	2,022	North America	Black	Hybrid	Manual	3.4	10,380	80,654	7,340	High
M3	2,014	South America	Red	Diesel	Automatic	2.9	26,059	55,989	9,499	High
M3	2,016	Asia	Red	Electric	Automatic	2	109,170	34,846	1,758	Low
i8	2,016	South America	Red	Hybrid	Manual	3.9	137,804	77,598	302	Low
X5	2,018	Asia	Grey	Hybrid	Manual	4.4	15,668	39,349	365	Low
X5	2,012	South America	Red	Diesel	Automatic	3.1	76,816	37,583	4,477	Low
i8	2,021	Asia	Black	Hybrid	Manual	3.1	132,280	85,372	9,537	High
i8	2,013	Africa	White	Hybrid	Manual	4.1	95,547	112,466	1,652	Low
7 Series	2,018	South America	Grey	Petrol	Manual	3.3	53,134	76,081	3,964	Low

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