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	2,011	Asia	Silver	Diesel	Manual	4.6	112,069	41,205	2,056	Low
5 Series	2,017	Africa	Black	Electric	Automatic	4	45,850	37,111	2,646	Low
i8	2,017	Europe	Silver	Petrol	Automatic	1.8	83,976	95,526	9,948	High
X1	2,022	Europe	White	Hybrid	Manual	3.2	54,474	73,105	1,040	Low
M3	2,023	North America	Black	Hybrid	Automatic	3.3	140,932	82,021	883	Low
X6	2,013	Asia	Black	Diesel	Automatic	4.8	18,946	73,984	8,641	High
X3	2,010	Middle East	White	Diesel	Automatic	3	144,269	68,138	4,405	Low
M5	2,022	South America	Silver	Electric	Automatic	3.1	69,384	119,131	3,664	Low
X6	2,010	North America	White	Hybrid	Automatic	1.9	152,567	97,865	4,657	Low
X3	2,011	Africa	Blue	Hybrid	Manual	3.7	186,066	54,900	9,763	High
7 Series	2,023	Middle East	Silver	Diesel	Automatic	2.2	40,656	70,338	7,146	High
i3	2,024	Middle East	White	Hybrid	Manual	1.8	75,184	86,716	3,324	Low
M3	2,021	Middle East	Grey	Electric	Automatic	5	197,997	106,125	1,178	Low
i8	2,023	Middle East	Grey	Hybrid	Manual	2.4	55,767	109,672	2,919	Low
i3	2,018	Asia	Red	Diesel	Manual	2	116,557	30,115	728	Low
M5	2,022	South America	Red	Diesel	Automatic	3.9	42,486	47,568	3,008	Low
X3	2,011	Africa	White	Hybrid	Manual	4.4	67,964	117,734	5,488	Low
X6	2,011	Europe	Grey	Petrol	Manual	1.7	37,766	51,993	9,433	High
M5	2,015	Middle East	Red	Electric	Automatic	1.9	194,338	51,785	1,825	Low
X5	2,016	Middle East	Black	Diesel	Automatic	1.8	154,300	42,778	8,862	High
i8	2,022	Europe	Red	Hybrid	Manual	1.7	101,413	91,779	5,164	Low
M5	2,016	Africa	Silver	Electric	Automatic	3.8	176,873	41,266	7,932	High
7 Series	2,024	South America	Red	Electric	Manual	3.6	43,684	38,292	3,873	Low
i8	2,022	Asia	Blue	Diesel	Automatic	3.8	15,348	72,688	4,876	Low
X3	2,018	Middle East	White	Diesel	Automatic	3.3	34,268	94,667	603	Low
X1	2,015	Europe	Blue	Electric	Manual	4.4	18,648	82,940	5,566	Low
5 Series	2,023	Africa	White	Petrol	Automatic	3.4	42,052	99,098	7,328	High
M5	2,017	Africa	Black	Electric	Manual	4.7	63,872	37,673	3,605	Low
X3	2,020	South America	Blue	Electric	Manual	3.2	146,532	35,293	6,464	Low
3 Series	2,015	Africa	Black	Electric	Automatic	4.3	152,146	87,613	8,946	High
i8	2,011	North America	Blue	Electric	Automatic	2.9	115,567	95,341	4,167	Low
X1	2,010	Africa	White	Diesel	Manual	3	17,457	94,685	6,088	Low
i8	2,014	Europe	Silver	Hybrid	Manual	4.5	81,586	106,552	2,376	Low
i8	2,023	South America	White	Petrol	Automatic	1.9	20,457	102,309	6,956	Low
X3	2,018	South America	Silver	Petrol	Automatic	3.5	134,008	115,170	4,573	Low
7 Series	2,017	North America	Red	Electric	Manual	4	96,312	33,714	8,244	High
M3	2,023	North America	Red	Petrol	Manual	4.1	62,913	33,431	9,549	High
5 Series	2,022	Asia	Grey	Electric	Automatic	3.6	90,558	65,493	247	Low
M5	2,013	Africa	White	Petrol	Automatic	3.1	15,912	44,376	5,975	Low
5 Series	2,014	Europe	Black	Hybrid	Manual	2.4	190,699	114,866	3,550	Low
X5	2,022	North America	Red	Electric	Manual	4.7	30,754	42,238	6,374	Low
X3	2,014	Africa	Blue	Diesel	Automatic	2.8	111,839	119,644	9,040	High
7 Series	2,015	South America	Blue	Hybrid	Manual	4.3	8,116	68,711	5,082	Low
i8	2,012	Africa	Silver	Diesel	Automatic	1.6	73,292	57,427	9,692	High
X3	2,014	South America	White	Electric	Automatic	2.3	118,755	82,334	5,224	Low
M5	2,011	South America	Blue	Petrol	Manual	2.7	141,088	46,192	9,455	High
i8	2,019	South America	Blue	Electric	Manual	3.9	165,556	88,718	9,847	High
7 Series	2,010	Middle East	Red	Electric	Manual	2.6	39,939	50,324	4,328	Low
M3	2,020	Africa	Silver	Electric	Manual	1.6	15,479	38,909	7,221	High
i3	2,010	Asia	Blue	Hybrid	Automatic	2.1	15,105	62,222	7,510	High
i8	2,019	Asia	Silver	Electric	Manual	2.4	181,767	79,513	2,260	Low
5 Series	2,016	South America	Silver	Hybrid	Manual	2.1	61,007	99,434	2,687	Low
M3	2,011	Asia	White	Hybrid	Automatic	2.2	190,024	116,769	6,123	Low
X3	2,013	Middle East	Black	Hybrid	Manual	4.2	160,634	107,140	737	Low
X5	2,014	South America	Silver	Petrol	Manual	2.9	124,661	91,022	1,456	Low
5 Series	2,016	North America	Silver	Petrol	Manual	2.9	20,711	113,328	995	Low
5 Series	2,011	Asia	Grey	Hybrid	Automatic	4.9	168,316	67,849	4,288	Low
M5	2,023	Middle East	Silver	Electric	Manual	3.1	51,408	76,655	3,684	Low
7 Series	2,015	Africa	White	Petrol	Manual	4.7	168,874	44,414	4,909	Low
X6	2,010	Europe	Blue	Diesel	Automatic	2.5	43,190	63,730	6,416	Low
i8	2,016	Europe	Blue	Petrol	Manual	2.9	87,366	47,293	6,797	Low
3 Series	2,018	Europe	Red	Electric	Automatic	2.9	9,026	64,422	7,678	High
X6	2,014	South America	Silver	Diesel	Automatic	3.4	108,314	49,483	6,474	Low
i3	2,014	North America	Silver	Electric	Automatic	3.5	144,303	60,187	5,688	Low
M3	2,013	Africa	Black	Electric	Manual	2.4	30,652	63,286	8,099	High
i8	2,012	North America	Grey	Electric	Automatic	4.3	38,415	89,821	5,183	Low
M5	2,018	Africa	Black	Petrol	Manual	3.2	80,469	44,386	8,465	High
5 Series	2,014	Asia	White	Hybrid	Manual	1.5	113,521	64,526	8,894	High
X3	2,017	Asia	Red	Diesel	Automatic	3.6	161,683	80,099	9,930	High
M3	2,018	Africa	Black	Diesel	Manual	4.3	170,761	43,292	3,425	Low
M5	2,014	North America	Red	Hybrid	Automatic	2.4	86,812	34,222	4,319	Low
i8	2,019	Africa	Grey	Electric	Manual	1.6	177,630	93,495	1,219	Low
5 Series	2,018	Europe	Silver	Diesel	Automatic	4.3	138,628	40,289	7,452	High
M3	2,011	South America	Silver	Hybrid	Automatic	4.9	195,621	46,100	9,832	High
7 Series	2,018	Asia	Silver	Petrol	Manual	1.8	10,819	30,682	8,854	High
M5	2,020	Middle East	Blue	Petrol	Automatic	4.8	37,066	91,044	3,284	Low
i8	2,013	Europe	White	Petrol	Manual	2.8	135,541	70,823	4,365	Low
5 Series	2,015	North America	Red	Diesel	Automatic	4.8	149,976	96,120	855	Low
M3	2,015	Africa	Red	Hybrid	Automatic	3.8	198,155	65,616	8,556	High
X3	2,015	Europe	Blue	Electric	Automatic	4.6	118,835	84,821	4,021	Low
X6	2,011	Europe	Blue	Electric	Manual	4.3	104,798	41,165	5,529	Low
X1	2,016	South America	Red	Electric	Automatic	1.6	26,591	45,783	1,729	Low
X6	2,022	North America	Silver	Electric	Manual	1.7	197,450	83,503	9,318	High
5 Series	2,015	Asia	Blue	Hybrid	Automatic	3.3	74,822	47,532	9,471	High
M5	2,020	North America	Grey	Electric	Manual	2	196,471	86,471	5,171	Low
i8	2,023	Asia	Black	Diesel	Manual	3.1	151,361	43,533	7,807	High
7 Series	2,010	South America	Silver	Hybrid	Manual	4.8	46,680	112,943	5,436	Low
X1	2,011	South America	Silver	Hybrid	Automatic	2.5	160,584	41,316	3,530	Low
X5	2,016	Africa	Black	Petrol	Automatic	3.2	163,885	44,697	7,809	High
X1	2,010	Africa	Black	Diesel	Automatic	2.8	127,603	105,358	8,911	High
3 Series	2,024	Africa	Grey	Electric	Automatic	3.7	78,172	51,659	7,848	High
3 Series	2,010	South America	Grey	Electric	Automatic	2.2	61,705	98,672	3,031	Low
M3	2,010	South America	Silver	Petrol	Manual	2.4	185,946	96,328	7,814	High
i8	2,017	Europe	Grey	Hybrid	Manual	4.5	71,698	58,156	1,456	Low
X3	2,013	South America	Black	Diesel	Automatic	4.3	52,050	78,932	9,772	High
i3	2,013	Asia	White	Hybrid	Automatic	4.3	93,812	77,720	7,749	High
3 Series	2,022	North America	Red	Electric	Manual	4.2	195,859	114,558	6,583	Low
5 Series	2,011	Europe	Silver	Hybrid	Manual	3.1	178,588	37,267	4,251	Low
i8	2,020	North America	Silver	Petrol	Automatic	4.1	138,868	54,228	469	Low
i8	2,020	North America	Blue	Electric	Automatic	2.9	121,794	117,383	3,346	Low

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