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
i3	2,017	Africa	Blue	Diesel	Manual	4.7	23,372	81,516	1,338	Low
i8	2,017	Europe	Blue	Petrol	Automatic	4.5	9,045	95,953	2,791	Low
X5	2,020	Middle East	Grey	Electric	Automatic	3.4	74,607	84,517	8,544	High
7 Series	2,019	Europe	Red	Petrol	Automatic	3.9	176,743	70,650	2,196	Low
7 Series	2,023	Asia	Blue	Electric	Automatic	4	153,684	58,450	8,497	High
3 Series	2,023	South America	Silver	Petrol	Automatic	3.7	78,009	91,659	2,139	Low
i8	2,020	Africa	Silver	Electric	Manual	2.1	71,489	87,792	2,084	Low
i8	2,013	Europe	Grey	Electric	Automatic	3.9	138,748	44,009	5,905	Low
3 Series	2,015	Asia	Red	Electric	Automatic	1.5	64,970	107,238	8,897	High
M3	2,020	Middle East	Black	Hybrid	Manual	4	35,452	41,089	7,965	High
M3	2,015	North America	Silver	Hybrid	Automatic	3.4	187,816	52,869	6,029	Low
X1	2,014	North America	Red	Electric	Manual	2.4	157,300	118,494	6,004	Low
M3	2,023	South America	Silver	Electric	Automatic	4.3	11,406	80,395	3,447	Low
X5	2,010	Middle East	White	Hybrid	Manual	2.9	199,411	53,415	8,775	High
M3	2,012	South America	Black	Petrol	Automatic	3.2	166,653	41,092	3,036	Low
X1	2,016	South America	Red	Electric	Automatic	1.6	6,604	107,822	215	Low
X3	2,017	Europe	White	Diesel	Automatic	2.9	54,222	43,133	8,004	High
X1	2,011	Asia	Red	Diesel	Manual	2.1	159,159	35,107	3,620	Low
3 Series	2,012	Middle East	Red	Hybrid	Automatic	2.5	190,449	42,952	8,902	High
i8	2,013	North America	Grey	Diesel	Automatic	2.4	91,510	76,879	7,818	High
M5	2,023	Asia	Black	Petrol	Manual	1.7	12,338	79,245	8,892	High
i3	2,020	Europe	Blue	Petrol	Automatic	3.1	123,518	97,629	5,241	Low
X3	2,014	South America	Blue	Hybrid	Automatic	3.3	41,189	104,661	5,643	Low
5 Series	2,012	South America	Black	Petrol	Automatic	3.5	54,418	95,763	5,972	Low
X5	2,014	South America	Grey	Electric	Manual	3.1	95,225	103,815	5,801	Low
i3	2,017	Asia	Silver	Electric	Manual	4.5	63,562	95,864	6,944	Low
3 Series	2,017	Asia	Grey	Electric	Manual	1.6	15,691	107,696	7,057	High
M5	2,023	Asia	Black	Electric	Manual	3.6	188,928	79,114	6,263	Low
M3	2,011	Africa	White	Diesel	Manual	4.5	119,645	79,724	2,851	Low
X5	2,015	South America	Silver	Petrol	Manual	1.6	162,854	54,632	6,471	Low
3 Series	2,013	Africa	Silver	Petrol	Automatic	3.2	30,614	86,383	3,261	Low
5 Series	2,018	Asia	Red	Diesel	Automatic	3.6	81,880	36,505	784	Low
M3	2,019	Asia	Silver	Diesel	Manual	2.2	199,535	43,020	556	Low
X5	2,011	North America	Red	Diesel	Automatic	2.4	146,731	37,394	5,265	Low
5 Series	2,017	North America	Blue	Diesel	Automatic	4.2	164,884	72,621	2,488	Low
i3	2,010	Middle East	Red	Petrol	Manual	3.5	37,275	83,695	9,920	High
i8	2,020	North America	Silver	Hybrid	Manual	2.6	181,911	67,923	8,689	High
X6	2,015	Middle East	Red	Electric	Manual	4.2	41,036	66,462	1,365	Low
X6	2,020	Middle East	Red	Petrol	Automatic	4.1	143,297	75,517	3,891	Low
X5	2,020	Europe	White	Diesel	Automatic	2.7	187,636	56,113	1,070	Low
3 Series	2,023	North America	Red	Diesel	Manual	3.2	162,089	105,334	9,210	High
X5	2,021	Asia	Blue	Hybrid	Automatic	3.8	199,979	106,046	5,681	Low
3 Series	2,019	North America	White	Hybrid	Manual	2.7	179,000	76,558	4,655	Low
7 Series	2,022	South America	Silver	Electric	Manual	3.7	9,871	66,718	2,945	Low
3 Series	2,010	Asia	Red	Diesel	Automatic	2.4	78,931	32,279	5,075	Low
M3	2,011	Europe	Blue	Hybrid	Automatic	2.5	150,751	31,672	4,086	Low
X6	2,012	South America	Black	Diesel	Automatic	2.6	48,009	117,957	490	Low
X6	2,018	North America	Red	Hybrid	Automatic	4.8	68,607	80,429	578	Low
X5	2,014	South America	Blue	Electric	Automatic	4.4	66,838	99,738	9,018	High
7 Series	2,019	North America	White	Petrol	Manual	3.5	192,976	95,445	5,825	Low
M5	2,019	Asia	Red	Electric	Manual	3.5	37,809	113,708	876	Low
M5	2,021	Asia	Grey	Hybrid	Manual	1.7	79,943	75,948	2,962	Low
7 Series	2,011	Asia	Grey	Petrol	Manual	3.8	39,427	84,799	1,230	Low
7 Series	2,019	Middle East	Grey	Electric	Automatic	2.6	112,455	59,072	7,566	High
X5	2,014	Asia	Blue	Petrol	Automatic	3.6	167,287	39,675	3,433	Low
X3	2,014	North America	Silver	Hybrid	Automatic	4.4	65,686	106,909	5,136	Low
M5	2,010	Africa	White	Electric	Automatic	1.7	54,305	37,067	8,124	High
X6	2,012	Middle East	White	Diesel	Manual	3.6	184,117	118,916	7,088	High
M5	2,014	Middle East	White	Hybrid	Automatic	3.5	86,496	61,789	8,697	High
X3	2,018	Asia	Red	Diesel	Manual	2.2	30,989	51,140	904	Low
3 Series	2,019	Europe	White	Diesel	Manual	3.8	18,900	103,604	9,933	High
M3	2,010	North America	Black	Hybrid	Automatic	3.4	10,755	86,075	8,148	High
X1	2,017	Europe	Silver	Petrol	Manual	4.2	14,809	119,843	342	Low
M3	2,010	Africa	Grey	Petrol	Manual	1.9	179,245	119,287	9,324	High
X6	2,018	North America	White	Electric	Automatic	3.1	38,436	91,515	4,092	Low
M5	2,015	Africa	White	Petrol	Automatic	5	67,264	41,722	7,979	High
X3	2,010	Middle East	Red	Hybrid	Automatic	3.9	47,293	84,622	9,787	High
7 Series	2,017	Europe	Blue	Diesel	Manual	3.9	134,722	68,540	950	Low
X3	2,014	Asia	Red	Electric	Automatic	2.6	142,938	48,488	6,710	Low
X6	2,016	Europe	White	Hybrid	Automatic	1.8	159,546	78,078	810	Low
5 Series	2,016	South America	Red	Petrol	Manual	4.8	88,630	114,348	5,489	Low
7 Series	2,024	Europe	Red	Petrol	Automatic	1.9	146,851	81,653	280	Low
X6	2,016	North America	Blue	Electric	Automatic	5	73,238	70,718	207	Low
X3	2,015	North America	Red	Electric	Manual	1.9	49,695	36,779	4,028	Low
i8	2,020	Asia	Red	Hybrid	Automatic	2.1	136,909	87,438	5,490	Low
M3	2,017	South America	White	Diesel	Manual	2.6	149,423	98,493	3,610	Low
i8	2,018	South America	Blue	Hybrid	Manual	3.3	59,514	54,136	2,749	Low
5 Series	2,021	Europe	White	Diesel	Manual	4.3	122,918	108,909	6,930	Low
X1	2,024	Europe	Grey	Petrol	Automatic	4.9	79,349	80,194	2,757	Low
i8	2,011	Asia	Red	Electric	Manual	2.8	79,754	43,878	9,349	High
X3	2,016	Middle East	Red	Electric	Automatic	1.6	6,786	66,813	3,726	Low
X3	2,024	Africa	Black	Electric	Manual	3.7	26,766	34,152	6,635	Low
X1	2,011	Europe	Red	Hybrid	Automatic	4	44,921	54,354	8,456	High
7 Series	2,015	Europe	Blue	Hybrid	Automatic	2.9	174,087	94,731	5,983	Low
X6	2,011	Middle East	Black	Hybrid	Manual	2.1	176,217	116,498	9,069	High
X1	2,019	Africa	Red	Diesel	Automatic	2.6	50,515	72,665	4,258	Low
3 Series	2,015	North America	White	Diesel	Automatic	3.8	44,972	83,524	3,120	Low
i3	2,011	North America	Blue	Hybrid	Manual	3.2	75,313	68,338	4,294	Low
X5	2,010	Asia	Grey	Hybrid	Automatic	4.1	152,352	39,920	7,321	High
X3	2,016	Asia	Red	Petrol	Automatic	2.3	114,864	49,259	4,682	Low
5 Series	2,012	Europe	Black	Petrol	Manual	4.4	158,096	91,256	7,961	High
7 Series	2,023	Europe	Red	Petrol	Manual	2	81,126	78,798	1,891	Low
X5	2,021	Europe	White	Hybrid	Manual	2.7	9,675	76,625	1,258	Low
3 Series	2,023	South America	Silver	Hybrid	Manual	3.6	55,306	118,346	3,048	Low
7 Series	2,022	Africa	Red	Electric	Automatic	4.1	139,323	101,582	1,899	Low
i3	2,013	North America	Grey	Diesel	Manual	2.4	159,764	60,883	5,754	Low
5 Series	2,022	Asia	Grey	Hybrid	Automatic	4.8	173,914	103,505	6,673	Low
5 Series	2,015	Europe	Grey	Electric	Manual	4	105,622	63,068	4,313	Low
3 Series	2,014	North America	Black	Hybrid	Automatic	2.3	163,406	116,479	9,290	High
X1	2,013	North America	Red	Petrol	Automatic	4	47,078	93,829	9,345	High

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