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
M5	2,011	North America	Silver	Electric	Manual	3	56,620	44,239	2,456	Low
M3	2,023	North America	Silver	Electric	Manual	4.1	21,033	111,654	8,258	High
i3	2,022	North America	White	Diesel	Automatic	3.7	168,059	87,695	9,646	High
X1	2,022	Asia	Red	Diesel	Automatic	3	89,757	118,091	7,067	High
5 Series	2,021	Asia	White	Petrol	Automatic	3.9	99,629	42,715	7,479	High
i8	2,016	Asia	Silver	Diesel	Automatic	3.4	170,330	91,493	3,348	Low
X3	2,011	Europe	Grey	Diesel	Manual	2.5	6,094	36,064	6,511	Low
X5	2,022	Asia	Grey	Electric	Automatic	3.8	140,347	89,875	4,958	Low
i8	2,023	Middle East	Red	Hybrid	Manual	2.2	150,837	100,179	2,075	Low
i3	2,020	South America	Blue	Diesel	Manual	3.9	56,221	101,876	4,912	Low
X3	2,010	Middle East	Blue	Diesel	Automatic	1.5	182,094	75,123	1,537	Low
7 Series	2,018	Africa	Black	Hybrid	Automatic	3.4	84,222	93,123	961	Low
5 Series	2,010	Europe	Silver	Diesel	Manual	2.9	64,570	113,352	1,273	Low
X5	2,017	Europe	White	Electric	Automatic	2.6	14,883	109,983	9,113	High
i8	2,024	Europe	White	Electric	Manual	3.3	4,153	113,450	6,750	Low
i3	2,011	North America	Black	Electric	Manual	3.8	170,808	107,598	5,286	Low
i8	2,021	Africa	Blue	Diesel	Manual	4.9	53,852	39,384	6,692	Low
X3	2,017	Middle East	Blue	Hybrid	Automatic	4.4	64,902	37,754	6,437	Low
7 Series	2,022	South America	White	Electric	Automatic	4	137,741	68,576	626	Low
i8	2,012	Europe	White	Hybrid	Automatic	3.2	96,969	101,607	2,547	Low
M5	2,015	Asia	White	Hybrid	Automatic	2.9	171,415	99,779	7,311	High
3 Series	2,012	Middle East	Red	Electric	Automatic	1.6	17,317	101,802	7,146	High
M5	2,023	Asia	Silver	Diesel	Automatic	2.8	58,625	107,603	5,559	Low
7 Series	2,016	South America	Black	Diesel	Manual	4.5	81,606	31,392	4,896	Low
3 Series	2,019	North America	Red	Electric	Manual	2.8	93,303	35,016	2,349	Low
i8	2,018	Europe	Blue	Diesel	Manual	3.1	26,996	101,003	8,803	High
X5	2,011	Asia	Blue	Petrol	Automatic	2.5	69,922	49,580	4,002	Low
X6	2,024	Europe	Grey	Diesel	Manual	2.5	115,419	101,454	4,743	Low
i3	2,021	Africa	Grey	Electric	Automatic	1.7	183,975	93,355	7,812	High
X3	2,021	North America	Blue	Hybrid	Automatic	3.6	77,489	47,140	2,900	Low
5 Series	2,024	Europe	Red	Petrol	Automatic	3.1	100,505	66,363	8,440	High
X5	2,023	Africa	Blue	Electric	Manual	3.6	108,895	46,098	1,184	Low
i3	2,014	Africa	Grey	Diesel	Manual	3.4	153,962	33,486	4,156	Low
X1	2,022	Middle East	Red	Electric	Automatic	4.3	49,109	114,754	9,499	High
X3	2,015	South America	Red	Hybrid	Manual	4.1	170,710	78,283	6,849	Low
i8	2,013	South America	Silver	Diesel	Manual	4.2	162,953	116,187	4,750	Low
X5	2,013	Middle East	Grey	Hybrid	Manual	3.2	60,376	110,506	1,225	Low
M3	2,013	North America	Black	Electric	Manual	2.7	102,132	79,420	8,178	High
M5	2,011	South America	Silver	Hybrid	Manual	4.8	36,347	80,245	3,334	Low
7 Series	2,013	South America	Silver	Hybrid	Automatic	1.7	163,098	70,538	6,490	Low
5 Series	2,020	North America	Grey	Diesel	Manual	2	14,576	46,184	5,340	Low
X3	2,010	Asia	White	Hybrid	Manual	3	53,657	41,386	5,263	Low
X3	2,021	Asia	White	Electric	Manual	3.6	32,192	70,194	3,924	Low
X3	2,015	Middle East	Blue	Petrol	Manual	1.5	27,585	84,087	623	Low
X5	2,010	Europe	Silver	Hybrid	Manual	4	66,335	76,948	5,400	Low
X5	2,019	Asia	Silver	Electric	Automatic	3.5	95,972	47,464	1,966	Low
X1	2,015	Africa	Red	Electric	Automatic	3.2	3,422	68,806	5,970	Low
X5	2,010	South America	Red	Electric	Automatic	3	6,761	66,472	6,987	Low
i8	2,015	Europe	Red	Electric	Manual	3.3	73,675	34,818	5,017	Low
X5	2,019	Africa	Silver	Hybrid	Automatic	2.1	14,906	58,047	272	Low
7 Series	2,017	Asia	White	Electric	Manual	1.9	169,278	93,783	4,338	Low
3 Series	2,020	North America	Blue	Diesel	Manual	2.5	185,180	45,483	5,990	Low
i8	2,011	Europe	White	Hybrid	Automatic	4	82,306	69,035	3,771	Low
M5	2,011	South America	Grey	Petrol	Automatic	3.6	69,519	99,247	3,012	Low
i3	2,023	South America	Silver	Diesel	Automatic	3.2	19,209	107,183	1,150	Low
7 Series	2,024	Asia	Silver	Hybrid	Automatic	3.5	168,973	58,142	7,006	High
X6	2,022	South America	Black	Hybrid	Automatic	3.5	93,940	35,772	5,936	Low
X6	2,021	Europe	Silver	Diesel	Manual	2.6	99,940	75,471	6,308	Low
i8	2,013	Asia	White	Electric	Manual	1.8	175,186	33,433	6,292	Low
i8	2,020	Europe	Black	Petrol	Manual	4.6	153,712	79,472	5,473	Low
X5	2,012	South America	White	Hybrid	Automatic	3.6	183,389	43,432	499	Low
3 Series	2,013	Middle East	Red	Diesel	Manual	3.9	132,590	66,880	6,191	Low
5 Series	2,022	Asia	Blue	Petrol	Manual	3.1	189,245	59,764	2,613	Low
7 Series	2,021	Europe	Grey	Petrol	Automatic	4.1	107,895	110,697	9,784	High
X5	2,016	Europe	Blue	Hybrid	Automatic	3.5	178,275	65,211	2,423	Low
M5	2,022	Europe	Grey	Petrol	Automatic	1.7	114,415	42,839	2,462	Low
M3	2,020	Europe	Grey	Petrol	Automatic	4.6	182,589	61,556	8,623	High
X6	2,010	Africa	Black	Diesel	Automatic	2.6	60,063	72,321	5,924	Low
X6	2,015	North America	Blue	Petrol	Automatic	2	64,090	100,189	1,765	Low
X3	2,024	Europe	Grey	Petrol	Automatic	1.8	189,206	66,229	7,484	High
i3	2,024	Asia	Blue	Diesel	Manual	4	77,266	101,016	7,528	High
i8	2,012	Africa	Blue	Hybrid	Manual	4	185,889	69,482	675	Low
i3	2,020	Africa	Silver	Electric	Automatic	4	31,634	36,268	4,797	Low
M5	2,019	South America	Blue	Petrol	Manual	4.7	189,718	52,854	8,320	High
X5	2,016	Africa	White	Electric	Automatic	2.7	56,813	30,614	3,813	Low
i3	2,019	Europe	Black	Diesel	Manual	3.5	1,458	71,645	9,763	High
M5	2,011	North America	Red	Petrol	Automatic	3.7	17,513	69,265	631	Low
i3	2,023	Middle East	White	Hybrid	Manual	4.9	175,287	91,718	7,848	High
7 Series	2,011	Europe	Black	Diesel	Automatic	2.6	14,832	66,250	5,237	Low
X6	2,022	Africa	White	Electric	Manual	4.8	119,670	114,226	6,703	Low
X3	2,013	South America	Red	Petrol	Manual	2	74,951	51,384	2,013	Low
X3	2,010	Asia	Black	Diesel	Manual	4.2	169,352	37,907	3,882	Low
X1	2,012	Middle East	White	Electric	Manual	3.7	116,749	114,065	9,634	High
X6	2,022	Middle East	Black	Petrol	Manual	4.4	102,126	100,763	3,044	Low
7 Series	2,018	North America	Blue	Hybrid	Automatic	1.6	157,423	51,409	5,618	Low
5 Series	2,016	North America	Black	Diesel	Manual	1.8	135,993	96,208	6,871	Low
X3	2,024	Europe	Red	Hybrid	Manual	1.7	133,877	119,539	4,592	Low
X6	2,016	Asia	Black	Electric	Automatic	3.6	110,654	112,845	8,099	High
i3	2,022	Europe	Blue	Electric	Manual	3.6	93,415	116,543	1,636	Low
X1	2,022	Middle East	Grey	Hybrid	Automatic	4.7	69,602	80,678	3,259	Low
X3	2,020	Africa	Black	Petrol	Automatic	3.1	193,984	94,325	9,324	High
M5	2,013	North America	Grey	Hybrid	Manual	1.7	71,303	31,532	5,007	Low
X1	2,011	North America	Grey	Diesel	Manual	2.2	40,470	41,802	6,864	Low
X1	2,024	Europe	White	Diesel	Automatic	1.5	123,295	96,699	6,436	Low
3 Series	2,023	North America	Blue	Diesel	Automatic	4.2	69,413	34,829	6,197	Low
X5	2,013	Africa	Grey	Hybrid	Manual	4.4	121,066	35,343	6,536	Low
i8	2,015	North America	White	Diesel	Automatic	5	179,938	61,400	3,698	Low
3 Series	2,020	Africa	Grey	Electric	Automatic	2.9	145,941	31,150	7,591	High
M3	2,020	Asia	Silver	Diesel	Manual	1.6	85,914	105,886	1,133	Low
X6	2,012	Asia	Grey	Electric	Manual	2.3	193,468	57,159	8,845	High

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