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	2,014	Africa	Blue	Diesel	Manual	3.5	74,785	100,345	5,548	Low
3 Series	2,013	South America	Red	Diesel	Automatic	1.9	65,161	81,576	2,981	Low
i8	2,019	Africa	Black	Hybrid	Manual	3.5	149,642	73,069	3,755	Low
X5	2,013	Europe	Blue	Petrol	Manual	3.6	143,276	70,356	6,252	Low
i8	2,021	South America	White	Petrol	Automatic	4.2	151,600	88,684	3,295	Low
X6	2,017	Africa	Red	Petrol	Manual	4	137,639	116,613	8,169	High
X3	2,022	North America	White	Diesel	Automatic	3.4	35,762	63,106	6,250	Low
5 Series	2,011	Africa	Silver	Hybrid	Manual	3.6	93,510	39,591	8,463	High
M3	2,019	Middle East	Red	Hybrid	Manual	4.2	107,618	103,160	4,265	Low
i8	2,017	Middle East	White	Electric	Automatic	2.7	14,454	86,409	2,989	Low
X5	2,011	Middle East	Red	Hybrid	Manual	2	190,695	90,502	4,433	Low
i3	2,024	South America	Silver	Petrol	Automatic	4.6	31,387	106,516	8,074	High
X3	2,010	Africa	Grey	Electric	Manual	4.9	7,822	99,804	8,820	High
i3	2,019	Africa	Red	Hybrid	Manual	3	136,040	75,883	5,498	Low
X1	2,022	Middle East	Grey	Hybrid	Automatic	5	27,440	83,857	5,805	Low
X1	2,024	South America	White	Hybrid	Automatic	2.6	62,592	110,762	6,317	Low
X5	2,018	Africa	Red	Electric	Manual	1.7	108,337	115,826	4,978	Low
X6	2,020	Middle East	Black	Electric	Automatic	3.5	146,061	59,473	3,142	Low
X1	2,017	Asia	Silver	Hybrid	Automatic	4.5	140,398	65,860	6,563	Low
X6	2,015	Middle East	Red	Electric	Manual	3.7	176,149	78,034	5,346	Low
M3	2,013	Middle East	White	Petrol	Manual	1.5	160,084	76,690	6,184	Low
7 Series	2,011	South America	Grey	Petrol	Automatic	1.5	176,936	81,945	4,559	Low
X1	2,017	Middle East	Red	Petrol	Automatic	4	179,108	86,472	7,052	High
i3	2,012	Africa	Red	Hybrid	Manual	4.5	193,361	79,270	8,180	High
X3	2,019	South America	Grey	Electric	Manual	2.4	67,432	81,969	267	Low
X5	2,013	North America	Grey	Hybrid	Automatic	3.1	102,600	93,173	6,882	Low
i3	2,014	Middle East	Blue	Hybrid	Manual	4.9	106,214	40,733	7,885	High
X3	2,022	South America	Silver	Hybrid	Manual	3.1	120,798	83,126	6,937	Low
M3	2,013	North America	Blue	Electric	Manual	2	117,764	98,150	7,298	High
3 Series	2,020	South America	Black	Hybrid	Manual	4.7	114,206	52,115	9,316	High
X5	2,017	Middle East	Red	Electric	Manual	3.2	192,085	78,363	8,629	High
X1	2,018	Asia	Blue	Electric	Manual	2.7	173,880	42,341	8,242	High
X6	2,023	North America	Silver	Hybrid	Manual	1.8	15,246	38,188	7,169	High
X3	2,023	Asia	Red	Electric	Automatic	3.1	10,329	109,782	5,022	Low
i8	2,023	South America	Silver	Petrol	Automatic	4.2	97,564	63,541	3,019	Low
M5	2,010	Middle East	Silver	Petrol	Manual	4	185,781	69,922	6,744	Low
M3	2,011	Africa	Silver	Electric	Automatic	3.2	182,440	41,815	7,713	High
3 Series	2,021	Asia	Black	Electric	Manual	4	95,706	91,413	1,029	Low
X1	2,013	Middle East	White	Electric	Manual	2.7	128,801	97,993	3,391	Low
X3	2,010	Asia	Grey	Petrol	Manual	4.1	148,180	108,778	4,631	Low
5 Series	2,020	Middle East	Blue	Petrol	Manual	1.8	79,051	105,028	4,669	Low
X1	2,015	Middle East	Grey	Petrol	Manual	2.2	154,658	71,201	2,179	Low
i3	2,024	Europe	Silver	Electric	Automatic	4.6	11,702	50,895	7,682	High
i8	2,021	Europe	Red	Petrol	Manual	2.5	44,257	74,606	3,653	Low
X6	2,014	Asia	Silver	Petrol	Automatic	2.2	94,752	106,223	5,305	Low
i8	2,022	Asia	White	Diesel	Manual	1.8	16,681	87,524	3,514	Low
7 Series	2,016	North America	Grey	Hybrid	Automatic	2.9	82,262	88,669	3,233	Low
7 Series	2,021	Europe	Grey	Electric	Automatic	1.7	83,847	45,044	6,372	Low
M3	2,015	Asia	Blue	Hybrid	Automatic	3.2	146,533	45,893	2,898	Low
3 Series	2,023	Middle East	Red	Diesel	Manual	4.7	110,162	55,475	3,699	Low
5 Series	2,023	North America	White	Petrol	Manual	4.3	159,097	89,754	8,442	High
X1	2,012	South America	Red	Electric	Manual	1.6	40,946	101,545	4,414	Low
X1	2,014	Middle East	Red	Hybrid	Automatic	2.5	178,146	98,764	8,911	High
X3	2,012	Middle East	Blue	Electric	Automatic	2.2	11,764	72,682	2,344	Low
i3	2,018	Asia	Grey	Petrol	Manual	1.7	58,105	39,530	9,690	High
X5	2,011	Europe	Blue	Diesel	Manual	1.9	156,542	54,964	334	Low
M5	2,015	Asia	Silver	Petrol	Manual	4.7	135,325	42,845	9,714	High
X1	2,018	South America	White	Petrol	Automatic	2.6	134,764	43,316	1,345	Low
M3	2,019	Africa	Blue	Petrol	Manual	2.9	118,107	73,886	9,482	High
X6	2,016	Asia	White	Diesel	Manual	3.2	14,616	43,247	5,546	Low
7 Series	2,014	Middle East	Grey	Diesel	Manual	4.1	58,637	94,908	6,684	Low
X6	2,011	North America	Blue	Petrol	Manual	4.3	165,184	66,161	9,769	High
i8	2,011	Asia	White	Hybrid	Manual	4.9	197,132	86,454	8,526	High
X3	2,013	Europe	Blue	Diesel	Manual	2.2	51,544	55,888	8,623	High
X5	2,019	Asia	Grey	Diesel	Automatic	2.6	23,051	100,292	8,781	High
X6	2,021	Africa	Red	Diesel	Automatic	2.6	123,031	34,371	5,411	Low
X6	2,011	South America	Black	Hybrid	Automatic	3.1	68,168	31,171	2,953	Low
i8	2,021	Middle East	Silver	Diesel	Automatic	4.3	82,469	76,753	8,208	High
M5	2,022	Asia	Blue	Hybrid	Automatic	2.3	77,619	31,285	8,740	High
M3	2,022	North America	White	Hybrid	Automatic	4.2	93,509	39,099	5,328	Low
3 Series	2,017	North America	Blue	Diesel	Manual	2.2	132,130	112,587	934	Low
X3	2,019	South America	Grey	Hybrid	Automatic	4	5,764	36,964	724	Low
X5	2,016	Middle East	Red	Electric	Automatic	4.3	54,569	44,278	4,721	Low
X6	2,016	Asia	White	Diesel	Automatic	4.5	41,683	114,438	5,532	Low
3 Series	2,012	Africa	White	Hybrid	Manual	3.3	126,415	41,130	6,767	Low
i3	2,016	Europe	Blue	Electric	Manual	2.7	184,083	70,391	4,558	Low
i3	2,017	Europe	Blue	Petrol	Manual	4.2	124,145	85,955	937	Low
X5	2,014	Middle East	Black	Diesel	Automatic	2.6	177,429	31,232	1,364	Low
i3	2,010	Asia	Grey	Hybrid	Automatic	2	32,946	89,509	9,821	High
i3	2,024	Middle East	Red	Electric	Automatic	4.4	7,510	34,920	9,618	High
3 Series	2,010	North America	Silver	Hybrid	Manual	2.9	29,304	99,804	7,403	High
X6	2,021	Asia	Blue	Hybrid	Manual	3.5	75,616	85,548	5,092	Low
X5	2,020	Africa	Silver	Diesel	Automatic	4.7	172,661	80,865	1,454	Low
M3	2,023	North America	Grey	Petrol	Automatic	2	194,982	51,332	130	Low
M5	2,013	Asia	Blue	Hybrid	Manual	3.5	24,952	84,883	1,421	Low
7 Series	2,011	South America	Silver	Hybrid	Manual	3.5	183,451	119,167	391	Low
i3	2,016	North America	Black	Hybrid	Manual	4.5	68,014	104,313	6,221	Low
M3	2,022	North America	Red	Hybrid	Manual	2.7	18,287	113,933	6,191	Low
X6	2,012	Africa	Grey	Electric	Automatic	2.9	48,379	35,235	4,171	Low
X6	2,021	Middle East	White	Petrol	Automatic	3.3	72,775	53,005	1,862	Low
5 Series	2,013	North America	Grey	Petrol	Manual	2.1	137,461	90,142	4,262	Low
X6	2,018	Africa	White	Petrol	Automatic	3.1	6,577	116,580	5,187	Low
5 Series	2,011	Asia	Silver	Electric	Manual	3	15,152	80,204	3,565	Low
7 Series	2,021	Middle East	Blue	Hybrid	Manual	2.2	109,003	76,162	9,072	High
X3	2,017	Europe	Red	Diesel	Manual	4.4	97,570	75,788	8,399	High
M3	2,010	South America	Grey	Petrol	Automatic	3	57,423	68,213	4,146	Low
3 Series	2,012	Middle East	Silver	Petrol	Manual	2.6	169,543	51,338	5,499	Low
5 Series	2,013	South America	Red	Diesel	Automatic	2	22,745	43,067	5,664	Low
M3	2,023	Middle East	Grey	Hybrid	Manual	1.8	112,548	98,681	955	Low
X3	2,015	Africa	Blue	Diesel	Automatic	4.9	103,912	73,225	8,282	High

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