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
X3	2,012	Europe	Black	Hybrid	Automatic	2.2	191,593	104,497	4,113	Low
i3	2,010	Africa	Grey	Electric	Automatic	2.2	88,556	79,863	9,717	High
5 Series	2,020	Africa	Grey	Electric	Manual	2.3	109,505	59,617	3,034	Low
X1	2,018	Middle East	White	Petrol	Automatic	2.6	97,239	51,357	9,867	High
5 Series	2,014	South America	Grey	Hybrid	Automatic	1.9	108,869	101,580	1,993	Low
7 Series	2,018	Asia	Black	Electric	Manual	2.5	127,039	73,262	4,245	Low
X5	2,019	South America	Red	Hybrid	Manual	3.9	142,018	64,019	163	Low
X5	2,024	North America	White	Petrol	Manual	2.3	184,909	67,216	4,539	Low
7 Series	2,021	South America	Grey	Diesel	Manual	2.1	170,014	73,159	5,352	Low
X5	2,022	South America	Grey	Electric	Automatic	1.7	92,808	43,674	8,527	High
X1	2,023	Africa	Grey	Electric	Automatic	3.2	186,944	57,830	1,768	Low
i3	2,013	Europe	Red	Diesel	Automatic	4.4	13,413	41,056	7,913	High
M3	2,014	Europe	Black	Petrol	Manual	1.7	94,902	92,851	6,145	Low
5 Series	2,013	Africa	Silver	Electric	Manual	3.4	98,286	107,743	3,730	Low
i8	2,011	Europe	Silver	Hybrid	Manual	3.8	99,612	35,132	2,808	Low
X1	2,021	North America	Black	Petrol	Manual	3.6	190,680	106,459	2,658	Low
X3	2,010	Europe	Grey	Petrol	Manual	4.6	1,062	116,749	7,736	High
5 Series	2,017	Europe	Blue	Diesel	Manual	4.5	185,377	91,114	2,232	Low
M5	2,013	Asia	Blue	Electric	Manual	1.7	179,349	34,885	5,412	Low
M5	2,014	North America	Red	Hybrid	Automatic	2.8	49,899	97,590	6,338	Low
X6	2,015	Middle East	Blue	Diesel	Manual	3.8	136,123	60,924	1,290	Low
5 Series	2,023	South America	Blue	Petrol	Automatic	4.8	120,889	33,430	2,949	Low
i8	2,017	Europe	Black	Petrol	Automatic	4.3	197,595	70,695	9,877	High
M5	2,020	North America	White	Diesel	Manual	2.1	160,830	74,123	6,435	Low
i3	2,017	Africa	Silver	Petrol	Manual	2.5	76,986	90,301	1,596	Low
X1	2,016	Asia	Red	Petrol	Manual	4.2	131,197	49,441	6,545	Low
X5	2,013	Middle East	Black	Electric	Automatic	3.2	48,133	73,328	6,992	Low
i3	2,015	Middle East	Red	Petrol	Automatic	3.4	51,747	34,336	806	Low
X5	2,013	North America	White	Electric	Automatic	3.6	17,183	110,376	9,777	High
i8	2,024	Europe	Blue	Diesel	Manual	1.9	12,524	46,819	7,221	High
M5	2,023	South America	Blue	Petrol	Manual	4.5	20,282	92,858	3,868	Low
7 Series	2,016	North America	Red	Hybrid	Automatic	4.5	153,078	54,238	2,496	Low
M3	2,021	Middle East	Silver	Hybrid	Automatic	3.1	20,185	83,388	4,910	Low
X3	2,022	North America	Silver	Hybrid	Manual	3.7	99,765	56,488	7,540	High
X5	2,021	North America	Black	Hybrid	Automatic	3.8	120,901	104,401	3,602	Low
M3	2,024	North America	Blue	Electric	Manual	2.2	147,489	73,742	9,417	High
M5	2,022	North America	White	Petrol	Automatic	1.9	20,138	70,084	4,342	Low
5 Series	2,022	Africa	Red	Hybrid	Automatic	1.6	145,969	115,049	748	Low
X3	2,020	Europe	Red	Electric	Manual	4.7	30,981	37,302	6,355	Low
M3	2,023	North America	Silver	Electric	Automatic	2.7	95,623	82,718	8,705	High
M5	2,010	Asia	Blue	Petrol	Manual	1.8	152,903	36,045	132	Low
X5	2,014	Asia	Black	Petrol	Automatic	3.1	175,769	97,497	3,898	Low
3 Series	2,024	North America	Red	Electric	Manual	1.8	168,085	111,246	689	Low
i8	2,023	South America	Red	Electric	Manual	1.8	2,156	102,918	7,052	High
X1	2,019	Asia	Silver	Hybrid	Automatic	3.2	15,887	34,154	4,718	Low
5 Series	2,021	South America	White	Electric	Automatic	3.3	35,785	47,374	2,173	Low
X3	2,024	Europe	Red	Hybrid	Manual	3.5	17,040	95,952	4,727	Low
i3	2,019	Africa	White	Diesel	Manual	3.8	76,268	66,439	7,600	High
M5	2,024	Europe	Grey	Petrol	Automatic	3.8	148,807	93,049	3,554	Low
X6	2,013	North America	Silver	Petrol	Automatic	3	102,513	83,730	8,225	High
i8	2,020	Middle East	Blue	Diesel	Automatic	3.8	66,387	107,129	2,808	Low
X3	2,016	North America	White	Hybrid	Manual	2.6	179,124	91,691	703	Low
3 Series	2,022	Asia	Grey	Electric	Manual	3	57,451	54,055	4,448	Low
X5	2,018	Europe	Black	Hybrid	Automatic	2.9	161,851	97,916	3,350	Low
3 Series	2,014	Asia	Blue	Diesel	Automatic	2.7	173,437	83,742	7,286	High
X3	2,013	Europe	White	Petrol	Automatic	2.3	53,141	72,650	3,665	Low
X6	2,024	Africa	Red	Petrol	Manual	1.8	70,506	97,181	4,800	Low
i3	2,018	Africa	Red	Diesel	Automatic	3.3	125,170	116,866	5,498	Low
M3	2,014	Asia	Grey	Hybrid	Manual	3.4	184,988	48,539	6,388	Low
X6	2,018	Middle East	Silver	Petrol	Manual	2.7	85,313	67,211	8,463	High
3 Series	2,017	Africa	Blue	Diesel	Automatic	4.9	29,783	58,947	6,929	Low
7 Series	2,013	Europe	Grey	Electric	Manual	3.4	83,054	96,837	8,418	High
3 Series	2,020	South America	Blue	Petrol	Automatic	4.6	143,895	86,985	604	Low
X6	2,020	Africa	Blue	Hybrid	Manual	3.5	7,938	48,359	4,749	Low
i3	2,016	Asia	Grey	Diesel	Manual	2.2	128,905	38,087	1,449	Low
3 Series	2,014	Middle East	Grey	Electric	Manual	4.9	136,487	82,111	6,333	Low
X6	2,019	South America	Blue	Diesel	Manual	4.6	123,674	36,951	3,603	Low
M3	2,013	Europe	Red	Diesel	Manual	3.1	77,245	100,863	298	Low
X5	2,014	Europe	Grey	Petrol	Automatic	2.4	32,261	53,880	3,966	Low
i8	2,014	Europe	Black	Electric	Automatic	2.3	28,837	39,874	6,485	Low
M3	2,020	North America	Black	Electric	Automatic	4.3	197,021	72,641	7,870	High
X5	2,024	Africa	Grey	Electric	Manual	1.7	180,616	50,308	5,659	Low
M3	2,018	Africa	Black	Hybrid	Manual	3.7	187,680	75,314	5,336	Low
i8	2,021	Middle East	Blue	Hybrid	Automatic	3.7	165,782	38,279	947	Low
5 Series	2,018	Asia	White	Petrol	Manual	2.1	174,325	105,389	7,572	High
X3	2,015	Europe	Silver	Petrol	Manual	4	65,300	54,569	4,092	Low
M5	2,023	Asia	Silver	Diesel	Manual	4	134,770	68,555	1,437	Low
M3	2,013	North America	Grey	Electric	Automatic	2.7	126,528	50,116	6,639	Low
M3	2,024	Europe	Black	Petrol	Manual	3.2	47,847	48,435	3,642	Low
M3	2,011	Asia	Grey	Diesel	Manual	4.4	64,075	65,310	3,617	Low
X6	2,023	Africa	Silver	Hybrid	Automatic	3.3	115,874	30,448	7,093	High
5 Series	2,012	Africa	Grey	Hybrid	Manual	3.7	193,174	49,162	1,665	Low
i8	2,011	South America	Blue	Diesel	Automatic	2.9	82,805	90,177	7,681	High
X1	2,014	Asia	Black	Petrol	Automatic	2	74,337	75,092	2,408	Low
X1	2,015	Africa	Blue	Hybrid	Manual	5	73,825	88,653	9,896	High
X3	2,020	Middle East	Grey	Hybrid	Automatic	3.4	21,599	103,967	9,365	High
X3	2,014	Europe	Grey	Hybrid	Manual	2.7	108,178	43,247	6,821	Low
M5	2,011	Middle East	Grey	Petrol	Manual	4	22,737	34,179	2,394	Low
X5	2,021	Europe	Black	Electric	Manual	3.7	67,324	109,653	8,081	High
X1	2,014	South America	Blue	Petrol	Automatic	2.3	27,133	79,808	9,541	High
M5	2,018	Africa	Silver	Electric	Automatic	4.6	195,271	44,219	7,271	High
7 Series	2,013	Europe	White	Electric	Automatic	1.7	5,346	99,715	1,425	Low
X5	2,021	Africa	Silver	Diesel	Manual	3.6	174,511	63,973	4,666	Low
M3	2,019	Asia	Grey	Hybrid	Automatic	3.2	111,472	87,742	1,742	Low
X3	2,011	South America	Black	Hybrid	Automatic	2.6	119,920	93,114	366	Low
i8	2,012	South America	Blue	Petrol	Manual	4.4	128,688	41,675	1,739	Low
X3	2,012	South America	Silver	Hybrid	Manual	3.8	105,371	40,280	9,341	High
X3	2,018	Middle East	Red	Hybrid	Automatic	4.2	165,603	92,525	5,738	Low
X3	2,013	Europe	White	Petrol	Automatic	3	51,045	84,050	3,296	Low
3 Series	2,024	South America	Grey	Electric	Manual	4.8	143,354	76,506	484	Low

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