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
M3	2,017	Europe	Blue	Diesel	Manual	5	39,251	69,817	8,000	High
X5	2,024	Africa	Black	Diesel	Automatic	3.8	22,896	67,810	3,611	Low
5 Series	2,024	Europe	Blue	Petrol	Manual	4.2	27,737	76,493	2,181	Low
M3	2,022	Asia	Red	Hybrid	Manual	1.7	70,447	50,269	7,446	High
M5	2,019	South America	Silver	Hybrid	Manual	1.6	154,192	55,533	2,863	Low
X1	2,013	Africa	Black	Diesel	Automatic	3.6	86,109	37,898	6,479	Low
M5	2,024	Europe	Silver	Petrol	Automatic	4	41,219	32,975	7,704	High
3 Series	2,011	Europe	Blue	Electric	Manual	2.9	53,333	119,295	1,070	Low
i8	2,022	North America	Silver	Electric	Automatic	2.9	64,363	115,651	9,618	High
X1	2,017	Africa	Silver	Petrol	Automatic	2.8	13,707	41,150	4,592	Low
X1	2,017	North America	Silver	Electric	Manual	2	161,810	117,354	9,414	High
3 Series	2,023	Middle East	Grey	Electric	Automatic	4.1	13,152	83,971	431	Low
i8	2,021	Africa	Blue	Electric	Automatic	2.3	41,663	79,382	6,248	Low
X1	2,020	North America	White	Electric	Manual	2.6	20,099	32,481	7,301	High
i8	2,015	Europe	Silver	Hybrid	Automatic	3.8	161,153	37,211	8,666	High
X1	2,023	Asia	Red	Petrol	Automatic	1.5	7,871	83,318	5,807	Low
M3	2,017	Africa	Blue	Hybrid	Manual	4.2	43,643	87,494	3,705	Low
X3	2,018	Middle East	White	Diesel	Manual	4.6	126,334	44,615	9,814	High
M3	2,022	Africa	Grey	Petrol	Manual	1.7	143,047	82,879	9,339	High
3 Series	2,010	Europe	Black	Hybrid	Manual	3.6	151,432	47,429	4,677	Low
X6	2,018	South America	White	Diesel	Manual	2.9	68,628	97,194	5,614	Low
X1	2,011	Middle East	White	Petrol	Manual	1.8	93,908	99,526	5,594	Low
7 Series	2,023	Asia	Silver	Hybrid	Automatic	3.9	131,767	97,346	4,973	Low
X1	2,022	Asia	Blue	Diesel	Automatic	3.6	158,815	55,945	1,992	Low
X5	2,010	Africa	Grey	Diesel	Manual	3.7	177,019	94,240	610	Low
7 Series	2,017	Europe	Grey	Hybrid	Manual	4.3	188,501	47,696	7,090	High
i8	2,017	Europe	Blue	Petrol	Automatic	2.5	3,178	83,286	5,357	Low
7 Series	2,020	North America	Grey	Diesel	Automatic	3.9	163,009	30,184	8,365	High
5 Series	2,013	North America	White	Electric	Manual	4.1	143,805	82,240	648	Low
M5	2,017	Europe	Silver	Hybrid	Automatic	2.1	33,352	60,632	7,197	High
X3	2,016	Middle East	Red	Petrol	Manual	4.8	36,326	88,951	8,557	High
i8	2,022	South America	Red	Petrol	Manual	2.7	168,654	100,522	6,494	Low
3 Series	2,011	Asia	Blue	Diesel	Automatic	4	10,191	118,639	4,212	Low
X5	2,014	South America	Blue	Diesel	Manual	4.1	189,739	99,203	6,086	Low
i3	2,023	Middle East	Silver	Petrol	Manual	3.3	95,561	112,650	701	Low
X5	2,019	Europe	Grey	Diesel	Automatic	2	118,664	39,528	9,651	High
i8	2,013	Middle East	Blue	Petrol	Manual	2.5	116,687	38,858	4,403	Low
X5	2,012	Africa	Red	Petrol	Automatic	2.3	67,723	44,390	9,426	High
i3	2,010	South America	Grey	Petrol	Manual	3.3	145,449	78,289	5,820	Low
X1	2,014	South America	Black	Hybrid	Manual	2.4	157,811	119,129	2,863	Low
M3	2,019	Asia	Black	Electric	Manual	3.4	112,084	44,615	4,126	Low
i3	2,017	South America	Red	Hybrid	Automatic	2.5	61,082	106,683	2,731	Low
7 Series	2,021	North America	White	Electric	Automatic	1.5	135,481	32,871	2,972	Low
X6	2,018	Asia	Grey	Electric	Manual	2.8	97,462	77,149	606	Low
X5	2,016	Asia	Grey	Electric	Manual	3.6	114,139	105,560	7,023	High
i3	2,021	Africa	Blue	Hybrid	Manual	4.2	156,530	34,792	2,193	Low
i8	2,020	Asia	Black	Hybrid	Automatic	1.6	159,084	33,146	2,874	Low
3 Series	2,010	South America	White	Hybrid	Automatic	2.4	131,895	117,263	6,691	Low
i3	2,010	Europe	White	Hybrid	Automatic	4.9	50,838	113,043	3,533	Low
X1	2,024	Middle East	Red	Hybrid	Automatic	2.4	55,509	79,828	9,471	High
i8	2,010	North America	White	Electric	Automatic	4.2	11,511	96,834	7,175	High
7 Series	2,011	Middle East	Red	Electric	Automatic	3.3	193,204	55,773	4,893	Low
i8	2,010	North America	White	Diesel	Automatic	1.9	102,796	54,036	8,566	High
i3	2,013	South America	Silver	Electric	Manual	3.8	109,736	97,559	4,621	Low
7 Series	2,019	Middle East	Blue	Hybrid	Automatic	4.9	43,614	63,747	2,603	Low
X6	2,018	Africa	Grey	Electric	Automatic	4.6	20,439	39,110	7,656	High
X1	2,021	South America	Black	Hybrid	Manual	3.9	132,496	62,718	5,533	Low
X5	2,013	Middle East	Grey	Electric	Manual	3.3	83,111	64,464	3,749	Low
M5	2,022	Africa	Red	Diesel	Automatic	2.6	20,209	30,194	7,686	High
X3	2,013	Middle East	Blue	Hybrid	Manual	2.7	175,597	111,811	9,364	High
5 Series	2,016	Africa	White	Hybrid	Manual	2.7	169,277	119,540	5,482	Low
i3	2,023	Africa	Blue	Hybrid	Manual	4.7	60,943	63,635	170	Low
5 Series	2,020	Middle East	Red	Petrol	Automatic	2.2	175,366	112,773	7,568	High
X6	2,018	Middle East	Silver	Electric	Automatic	2.8	179,504	39,902	8,523	High
3 Series	2,016	South America	Grey	Hybrid	Automatic	3	104,124	102,102	9,267	High
i3	2,010	Middle East	White	Hybrid	Automatic	2.9	66,765	50,368	9,215	High
X3	2,010	Europe	Black	Electric	Manual	1.5	156,130	31,605	4,169	Low
M3	2,013	Europe	Red	Electric	Automatic	2.4	186,761	59,297	4,839	Low
7 Series	2,013	South America	Grey	Petrol	Manual	3.2	3,520	78,975	7,661	High
i8	2,010	South America	Black	Diesel	Manual	4.2	168,138	48,497	3,556	Low
i3	2,015	Europe	Red	Electric	Manual	3.5	193,539	74,147	1,479	Low
3 Series	2,019	South America	Blue	Diesel	Manual	2.8	16,274	55,406	1,802	Low
3 Series	2,011	Middle East	White	Petrol	Manual	3.8	66,424	51,250	1,406	Low
i3	2,020	South America	Silver	Hybrid	Manual	3.8	5,418	108,852	3,182	Low
X5	2,014	Middle East	Blue	Diesel	Automatic	2.4	41,509	44,041	630	Low
X6	2,017	North America	Grey	Hybrid	Manual	1.9	152,918	52,357	3,876	Low
3 Series	2,024	Africa	Silver	Electric	Manual	4.3	89,111	94,393	9,979	High
X6	2,012	Middle East	White	Hybrid	Automatic	3.4	66,539	97,415	4,505	Low
i8	2,018	Africa	Silver	Diesel	Manual	2.1	198,092	76,068	247	Low
7 Series	2,016	South America	Blue	Hybrid	Automatic	2.4	108,016	111,637	8,386	High
i8	2,018	South America	Black	Hybrid	Manual	4.2	43,968	32,539	4,701	Low
7 Series	2,010	Europe	Silver	Hybrid	Manual	3.8	147,504	81,084	4,643	Low
M3	2,014	Africa	Grey	Petrol	Automatic	4.8	45,943	114,201	5,988	Low
M5	2,021	Africa	Grey	Hybrid	Manual	3.1	37,225	44,986	1,576	Low
3 Series	2,022	Middle East	White	Diesel	Manual	1.7	66,918	57,425	2,393	Low
5 Series	2,012	South America	Red	Hybrid	Automatic	4	76,463	66,339	3,835	Low
X1	2,013	Middle East	Blue	Electric	Automatic	2.4	126,054	56,806	3,913	Low
3 Series	2,013	Middle East	Blue	Electric	Automatic	2.6	51,084	110,625	9,017	High
3 Series	2,020	Europe	White	Diesel	Automatic	2.2	48,227	107,384	6,753	Low
3 Series	2,021	Asia	Blue	Diesel	Manual	2.6	49,838	30,489	7,249	High
i8	2,016	Africa	Blue	Petrol	Automatic	4.4	35,348	109,010	3,462	Low
i8	2,019	Middle East	Silver	Hybrid	Automatic	3.5	72,567	61,895	2,588	Low
X5	2,020	Middle East	Red	Electric	Automatic	1.9	137,935	52,567	2,140	Low
X5	2,017	Africa	Grey	Diesel	Manual	3.6	30,841	59,980	7,194	High
X5	2,020	Asia	Blue	Hybrid	Automatic	3.7	176,776	77,947	8,151	High
M5	2,019	North America	Black	Petrol	Manual	4.6	163,267	103,747	1,729	Low
X1	2,014	Asia	Blue	Diesel	Automatic	4.5	37,208	102,449	3,807	Low
i8	2,022	Asia	Silver	Hybrid	Manual	1.7	157,001	48,631	2,151	Low
i3	2,022	South America	Silver	Diesel	Manual	4.5	135,113	99,263	2,011	Low
i8	2,021	Africa	Blue	Diesel	Automatic	1.7	183,902	119,211	7,379	High

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