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	2,018	Africa	Red	Electric	Manual	3.9	71,912	38,155	8,967	High
X3	2,012	South America	Grey	Electric	Manual	3.1	163,088	76,973	5,389	Low
X1	2,015	Asia	Red	Electric	Automatic	4.4	71,193	35,093	8,379	High
M3	2,014	South America	Grey	Electric	Automatic	4.3	91,559	39,371	8,120	High
M5	2,020	Africa	Grey	Petrol	Automatic	4.3	125,488	101,188	9,742	High
M3	2,011	Asia	Grey	Petrol	Automatic	1.8	32,647	115,950	451	Low
7 Series	2,023	Middle East	Grey	Hybrid	Automatic	4.4	81,584	37,942	5,273	Low
i8	2,024	North America	Silver	Electric	Manual	2.2	129,215	56,709	3,186	Low
3 Series	2,016	South America	Silver	Electric	Automatic	1.6	127,148	90,114	4,909	Low
X5	2,013	Middle East	Red	Diesel	Automatic	2.3	143,015	45,342	2,732	Low
X5	2,010	Africa	White	Petrol	Manual	3.2	199,804	50,630	7,895	High
X3	2,022	Europe	Red	Petrol	Manual	4.1	82,612	65,907	7,150	High
5 Series	2,013	Europe	Silver	Electric	Automatic	2.3	141,006	86,202	6,139	Low
i8	2,015	Asia	Silver	Petrol	Automatic	1.9	196,662	93,635	8,865	High
M5	2,016	South America	Blue	Electric	Automatic	3.8	182,021	43,366	7,957	High
X3	2,024	Asia	White	Hybrid	Automatic	4.9	2,471	75,590	9,125	High
X1	2,016	Europe	White	Petrol	Manual	3.6	88,527	60,956	3,945	Low
M3	2,023	Africa	Blue	Electric	Manual	3.9	52,982	112,819	1,412	Low
i3	2,016	Asia	Silver	Electric	Manual	3.5	18,038	113,597	6,939	Low
M5	2,012	Africa	White	Hybrid	Automatic	4.2	53,441	31,998	605	Low
X3	2,015	Asia	Silver	Diesel	Manual	4.9	129,289	90,946	3,167	Low
i3	2,022	Middle East	Black	Electric	Automatic	3.4	67,836	83,786	3,734	Low
7 Series	2,017	Africa	White	Petrol	Automatic	3	29,698	87,232	2,470	Low
7 Series	2,013	North America	Red	Hybrid	Manual	4.5	89,335	40,906	2,820	Low
i8	2,022	Europe	Black	Diesel	Manual	4.9	141,934	91,993	1,639	Low
M3	2,017	North America	Blue	Diesel	Automatic	2	158,360	97,471	7,018	High
i8	2,011	Middle East	Grey	Hybrid	Automatic	3.5	197,441	31,623	6,796	Low
5 Series	2,024	Africa	Red	Hybrid	Manual	4.3	189,576	106,108	1,262	Low
7 Series	2,019	Asia	Black	Diesel	Automatic	3.4	109,244	65,041	6,874	Low
3 Series	2,018	Asia	White	Electric	Manual	2.9	102,640	111,399	616	Low
i8	2,018	Europe	White	Electric	Manual	3.8	18,618	108,213	8,962	High
7 Series	2,017	Europe	Blue	Diesel	Manual	2.4	79,453	84,369	2,999	Low
7 Series	2,019	North America	Red	Diesel	Manual	2.7	129,664	80,044	5,602	Low
X3	2,023	Africa	White	Hybrid	Automatic	5	167,318	32,745	6,533	Low
7 Series	2,022	Asia	White	Electric	Manual	3.7	58,343	97,236	5,818	Low
7 Series	2,019	Middle East	Grey	Diesel	Automatic	4.6	28,288	80,325	6,325	Low
i8	2,010	Africa	Grey	Hybrid	Manual	4.3	71,178	62,149	8,478	High
X6	2,011	Middle East	Blue	Petrol	Automatic	3.8	83,663	79,837	3,643	Low
3 Series	2,015	Europe	Silver	Hybrid	Manual	4.4	181,788	74,985	169	Low
M5	2,019	Europe	Black	Petrol	Manual	2.5	104,438	65,708	1,847	Low
i8	2,014	North America	Blue	Diesel	Manual	3.7	88,166	108,139	7,641	High
X1	2,021	Europe	Blue	Petrol	Automatic	3.6	155,142	81,974	4,117	Low
M5	2,023	North America	Silver	Hybrid	Manual	3.7	67,749	38,414	6,626	Low
X1	2,018	Africa	Blue	Diesel	Automatic	2.1	16,387	35,235	5,661	Low
3 Series	2,014	South America	White	Electric	Automatic	2.5	126,691	76,450	7,499	High
X3	2,011	Europe	Silver	Petrol	Manual	2.5	130,313	105,154	4,852	Low
X1	2,019	North America	Blue	Hybrid	Automatic	3.6	101,941	105,162	9,114	High
i8	2,013	Asia	Red	Hybrid	Automatic	4.9	89,335	51,667	3,604	Low
i8	2,018	Africa	Grey	Hybrid	Automatic	4.8	131,543	91,456	7,444	High
X6	2,010	South America	Red	Electric	Manual	2.3	23,453	68,540	5,787	Low
5 Series	2,020	North America	Red	Electric	Automatic	2.6	43,506	113,997	528	Low
X6	2,010	Middle East	Red	Hybrid	Manual	1.6	198,921	41,593	6,246	Low
M3	2,021	South America	Silver	Diesel	Automatic	2.9	25,835	103,006	8,095	High
X5	2,016	Middle East	Blue	Petrol	Automatic	4.4	5,747	78,038	5,214	Low
5 Series	2,020	Africa	White	Petrol	Manual	4.7	54,824	77,585	4,410	Low
M5	2,012	Asia	Blue	Diesel	Manual	2.3	163,590	95,084	3,969	Low
X3	2,019	Asia	Silver	Electric	Automatic	2.4	64,992	93,317	2,343	Low
3 Series	2,011	Asia	Black	Diesel	Manual	2.3	79,379	44,109	811	Low
M5	2,018	Asia	Black	Diesel	Manual	2.7	153,349	39,090	1,643	Low
7 Series	2,012	South America	Grey	Electric	Automatic	4.3	161,109	110,249	3,260	Low
3 Series	2,011	Asia	Black	Hybrid	Automatic	3.8	83,709	107,018	3,973	Low
X6	2,021	South America	Red	Hybrid	Manual	4.3	26,639	38,109	9,757	High
X5	2,017	South America	White	Electric	Automatic	3.5	127,759	58,874	779	Low
X5	2,019	Middle East	Blue	Electric	Automatic	2.4	3,169	70,549	7,829	High
X5	2,015	Europe	Grey	Hybrid	Automatic	2.3	103,318	71,555	1,123	Low
M5	2,015	Europe	Blue	Hybrid	Manual	1.5	148,251	88,075	9,790	High
X3	2,019	North America	Silver	Hybrid	Manual	4.2	154,514	47,553	6,453	Low
X3	2,020	North America	Silver	Petrol	Automatic	4.5	7,737	35,342	103	Low
7 Series	2,016	Africa	Blue	Electric	Automatic	4.2	106,172	65,756	5,417	Low
X1	2,016	Europe	Black	Electric	Manual	1.8	160,361	54,845	8,063	High
i8	2,020	Middle East	White	Petrol	Manual	4.2	84,564	91,684	5,772	Low
M3	2,022	Europe	Silver	Diesel	Automatic	1.7	117,728	102,391	2,865	Low
X1	2,024	South America	Black	Hybrid	Automatic	1.9	20,866	64,649	7,410	High
X5	2,015	Africa	Silver	Electric	Manual	3	131,975	46,252	6,367	Low
M5	2,013	Europe	White	Electric	Manual	3.2	99,750	30,453	6,281	Low
i3	2,020	North America	Grey	Hybrid	Automatic	4.4	110,538	72,194	5,540	Low
M3	2,018	Africa	Silver	Electric	Automatic	3.9	36,265	42,802	4,391	Low
X5	2,015	South America	Blue	Petrol	Manual	2	120,027	42,353	9,721	High
X3	2,013	Africa	Red	Diesel	Manual	2.3	21,787	68,000	4,883	Low
3 Series	2,021	Middle East	Blue	Electric	Automatic	2.5	91,036	95,036	8,126	High
3 Series	2,012	Africa	Red	Hybrid	Automatic	1.9	117,523	55,081	1,601	Low
X1	2,013	South America	White	Diesel	Manual	2.5	109,790	118,186	4,783	Low
i3	2,012	Asia	Grey	Diesel	Manual	4.1	81,587	64,061	5,991	Low
5 Series	2,024	Europe	Silver	Electric	Manual	2.3	21,581	97,676	7,256	High
X5	2,011	South America	Silver	Petrol	Automatic	4.4	75,939	48,907	9,686	High
i3	2,023	South America	Blue	Hybrid	Automatic	3.1	12,512	30,020	3,916	Low
X5	2,014	Europe	Grey	Petrol	Manual	2.6	113,940	38,905	6,900	Low
5 Series	2,011	Middle East	Red	Hybrid	Automatic	2.9	151,588	90,486	3,564	Low
X1	2,015	Africa	Red	Diesel	Manual	4	44,001	37,993	242	Low
i3	2,012	North America	Red	Electric	Automatic	3.3	118,121	56,507	9,192	High
X1	2,015	Middle East	Black	Electric	Manual	1.5	29,457	79,454	6,058	Low
X6	2,024	South America	Grey	Diesel	Manual	4.7	63,944	115,714	9,858	High
3 Series	2,020	North America	Grey	Diesel	Manual	1.7	3,601	53,402	6,704	Low
i8	2,019	Africa	Silver	Electric	Automatic	4.8	1,220	112,138	3,981	Low
M5	2,018	Asia	Red	Electric	Manual	1.6	159,819	39,196	899	Low
3 Series	2,010	South America	Black	Diesel	Automatic	4.2	4,856	71,488	9,028	High
M3	2,015	Middle East	Black	Electric	Manual	3.4	48,751	106,563	3,856	Low
i8	2,018	Middle East	Silver	Hybrid	Automatic	3.3	186,305	55,655	8,157	High
X3	2,020	North America	Black	Diesel	Manual	1.8	50,964	43,962	9,066	High
X1	2,013	North America	Black	Petrol	Manual	2.3	67,855	36,647	9,973	High

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