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	2,015	Europe	Grey	Hybrid	Manual	4.5	107,314	85,988	1,655	Low
X6	2,012	North America	Blue	Hybrid	Automatic	4.8	145,401	116,398	8,192	High
M5	2,017	North America	Silver	Electric	Manual	3	95,250	47,124	4,161	Low
M3	2,018	Africa	Grey	Petrol	Automatic	4.8	152,928	111,807	8,940	High
X5	2,010	Asia	White	Hybrid	Automatic	2.1	54,456	114,688	9,648	High
i3	2,021	Africa	Black	Petrol	Automatic	2	184,831	106,957	1,965	Low
3 Series	2,018	Middle East	Red	Electric	Manual	4.8	72,326	57,489	9,524	High
i8	2,023	Asia	White	Diesel	Manual	3.3	6,535	51,523	4,000	Low
X6	2,024	North America	Grey	Electric	Manual	2.2	93,853	40,427	3,488	Low
M3	2,015	Middle East	Blue	Electric	Manual	3.2	113,926	113,000	1,833	Low
5 Series	2,015	Asia	Grey	Hybrid	Manual	4.2	16,953	103,230	6,261	Low
X1	2,021	Middle East	White	Petrol	Manual	4.4	73,455	82,944	939	Low
M5	2,013	North America	Grey	Electric	Manual	4.5	150,101	55,815	1,854	Low
M5	2,010	Europe	Grey	Petrol	Manual	3.5	127,527	108,248	2,180	Low
5 Series	2,019	North America	Black	Diesel	Manual	4.5	89,321	86,334	4,945	Low
i8	2,017	Asia	White	Hybrid	Automatic	3.3	174,435	32,834	2,708	Low
i8	2,011	Africa	Blue	Electric	Manual	3.6	51,308	46,524	976	Low
i8	2,021	Asia	Red	Petrol	Automatic	4.2	186,386	102,049	9,767	High
X3	2,010	Asia	White	Diesel	Automatic	3	4,220	39,204	4,948	Low
M3	2,011	Africa	Blue	Hybrid	Automatic	1.8	97,370	79,312	597	Low
M5	2,010	Europe	Silver	Petrol	Manual	2.7	134,725	71,587	5,265	Low
X5	2,010	South America	Grey	Diesel	Automatic	3.7	21,015	53,901	2,262	Low
X5	2,018	South America	Black	Electric	Manual	2.2	119,549	41,910	2,270	Low
M3	2,022	North America	Grey	Diesel	Automatic	2	54,423	34,139	6,594	Low
5 Series	2,023	Europe	Grey	Hybrid	Manual	2.5	143,517	102,977	3,610	Low
M5	2,010	Asia	Grey	Electric	Automatic	1.6	56,998	57,068	6,061	Low
7 Series	2,022	South America	Red	Electric	Manual	4.1	189,100	108,569	7,778	High
i8	2,013	South America	Grey	Petrol	Manual	2.4	172,642	85,533	6,318	Low
3 Series	2,019	North America	Red	Petrol	Automatic	1.9	93,940	76,383	8,623	High
i3	2,015	Asia	White	Diesel	Manual	3.9	140,529	48,236	1,262	Low
7 Series	2,016	Africa	Black	Hybrid	Manual	4.5	132,258	31,620	8,894	High
X1	2,011	South America	White	Petrol	Manual	1.6	51,347	98,038	3,706	Low
3 Series	2,015	Asia	Blue	Electric	Automatic	2.3	75,043	104,781	5,707	Low
3 Series	2,016	Europe	Silver	Diesel	Manual	4.8	69,578	107,391	4,256	Low
X3	2,019	Africa	Red	Petrol	Manual	2.8	178,545	37,736	3,188	Low
M3	2,023	South America	White	Diesel	Automatic	4.8	154,279	118,949	938	Low
X3	2,019	North America	Red	Diesel	Automatic	2.5	45,164	119,796	2,473	Low
7 Series	2,011	Africa	White	Electric	Manual	2.3	196,952	71,833	7,366	High
i8	2,024	South America	Silver	Electric	Manual	2.2	50,545	51,011	2,183	Low
i8	2,011	Africa	Grey	Petrol	Manual	1.8	163,861	87,341	6,068	Low
M5	2,019	North America	Grey	Diesel	Manual	4.6	9,408	45,133	2,645	Low
M5	2,016	South America	White	Diesel	Manual	4.9	56,312	96,211	6,456	Low
5 Series	2,021	Europe	Red	Hybrid	Manual	4.8	116,478	33,149	6,215	Low
X6	2,010	North America	Red	Petrol	Manual	4.5	172,016	37,408	2,178	Low
M5	2,017	South America	Grey	Petrol	Automatic	4.5	21,218	83,784	6,521	Low
i8	2,020	Asia	Blue	Electric	Automatic	3.8	101,670	106,967	9,442	High
X5	2,022	North America	Blue	Petrol	Automatic	4.4	182,358	71,821	7,615	High
3 Series	2,012	Middle East	Blue	Electric	Manual	2.2	160,382	57,113	7,344	High
X6	2,020	Europe	Blue	Hybrid	Automatic	2.9	101,550	56,058	7,588	High
3 Series	2,015	Europe	Grey	Hybrid	Manual	3.7	77,227	65,109	3,351	Low
7 Series	2,018	Europe	Silver	Electric	Manual	4.6	12,508	61,222	5,690	Low
X6	2,015	Asia	Silver	Petrol	Manual	3.8	55,914	112,890	7,342	High
X3	2,018	Middle East	Grey	Electric	Automatic	4.4	44,457	119,142	8,569	High
M5	2,016	Middle East	Blue	Petrol	Manual	3.2	14,921	114,536	9,492	High
i3	2,024	Africa	Grey	Diesel	Automatic	4	192,889	99,957	744	Low
i8	2,018	Europe	White	Electric	Automatic	4.9	175,687	82,828	7,917	High
3 Series	2,011	South America	Red	Diesel	Automatic	2	21,992	58,813	5,804	Low
M5	2,021	Asia	Grey	Hybrid	Automatic	4.7	186,349	78,612	4,020	Low
M3	2,017	Asia	Grey	Hybrid	Manual	3.3	156,053	69,769	1,890	Low
X6	2,017	South America	Black	Hybrid	Manual	3.8	160,958	55,521	7,859	High
M5	2,011	Africa	Black	Diesel	Manual	4.6	178,131	72,554	4,525	Low
7 Series	2,021	Africa	Red	Hybrid	Manual	2.9	73,144	56,419	6,298	Low
M5	2,023	Asia	White	Petrol	Manual	3	23,377	114,249	8,997	High
7 Series	2,013	North America	Silver	Electric	Manual	3.3	192,695	69,433	8,594	High
X5	2,023	North America	Black	Petrol	Automatic	1.6	40,353	112,387	8,196	High
i8	2,024	South America	White	Diesel	Manual	3.2	95,259	92,527	3,244	Low
i3	2,020	Middle East	Black	Petrol	Automatic	2.5	30,888	40,098	9,972	High
i3	2,024	Europe	Blue	Petrol	Manual	4.7	35,849	50,817	4,804	Low
M3	2,016	South America	White	Diesel	Manual	1.8	110,698	41,787	4,241	Low
i8	2,020	North America	Blue	Diesel	Manual	3.1	135,479	31,155	3,373	Low
7 Series	2,013	South America	Blue	Hybrid	Automatic	4.8	188,310	110,346	1,929	Low
X3	2,013	Europe	Black	Diesel	Manual	4.7	80,626	104,474	4,107	Low
X5	2,015	Asia	Red	Electric	Automatic	4	11,712	102,347	6,107	Low
i8	2,019	Asia	White	Diesel	Automatic	3.6	72,732	64,250	214	Low
M5	2,015	North America	Black	Diesel	Manual	2.5	191,917	76,889	6,104	Low
5 Series	2,019	South America	White	Diesel	Manual	2.8	181,288	111,403	8,195	High
X6	2,024	Middle East	Red	Electric	Manual	1.8	174,788	51,488	6,640	Low
3 Series	2,012	Europe	Silver	Electric	Manual	4.3	87,851	50,506	7,844	High
X1	2,024	Asia	Blue	Electric	Manual	2.6	5,148	97,739	1,361	Low
M3	2,018	Middle East	Blue	Petrol	Manual	3.8	70,128	40,366	4,795	Low
X6	2,021	North America	Blue	Hybrid	Automatic	2.8	152,254	59,705	4,999	Low
5 Series	2,019	Africa	Blue	Hybrid	Automatic	3.1	69,639	44,363	7,693	High
M3	2,023	Asia	Silver	Electric	Automatic	3.4	83,672	80,791	7,352	High
i3	2,020	Asia	Black	Hybrid	Manual	4.3	34,091	52,274	2,598	Low
X1	2,011	North America	Black	Hybrid	Automatic	2.2	4,879	71,486	9,311	High
X3	2,015	Africa	Silver	Diesel	Automatic	2.9	127,409	44,048	9,127	High
M3	2,021	Africa	White	Diesel	Automatic	2	108,658	74,788	6,055	Low
X5	2,016	Europe	Black	Electric	Automatic	1.8	134,524	77,386	3,179	Low
3 Series	2,021	Middle East	Blue	Diesel	Manual	3.6	23,180	114,579	3,501	Low
5 Series	2,022	North America	White	Hybrid	Automatic	2.2	144,064	71,046	8,986	High
3 Series	2,018	Middle East	Red	Diesel	Automatic	1.7	169,799	70,424	704	Low
3 Series	2,022	North America	Blue	Electric	Manual	4.6	67,968	79,946	4,100	Low
X5	2,012	South America	Grey	Hybrid	Manual	3.4	23,059	48,514	5,881	Low
M5	2,019	Middle East	Grey	Electric	Automatic	2	191,346	75,129	7,965	High
i8	2,012	North America	Red	Hybrid	Automatic	1.7	123,544	49,021	4,439	Low
i3	2,016	South America	Grey	Electric	Automatic	1.9	176,412	62,106	8,723	High
i8	2,023	Africa	Blue	Petrol	Manual	3.1	61,122	99,632	5,667	Low
5 Series	2,013	Europe	Grey	Petrol	Automatic	3.8	78,324	96,661	6,768	Low
X5	2,022	Asia	Silver	Diesel	Manual	3.7	32,732	53,088	8,873	High
M3	2,017	North America	Black	Diesel	Automatic	2	96,508	49,159	3,392	Low

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