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
X5	2,012	Asia	Black	Diesel	Manual	1.9	80,713	116,929	3,311	Low
M5	2,010	Asia	Black	Electric	Automatic	1.6	154,917	80,683	5,375	Low
i8	2,013	Middle East	Silver	Petrol	Automatic	3.7	37,400	116,898	5,025	Low
X1	2,022	Europe	Silver	Petrol	Manual	4.6	191,373	42,392	5,705	Low
7 Series	2,015	North America	Blue	Petrol	Manual	2.1	190,191	36,759	1,025	Low
X6	2,012	Africa	Grey	Diesel	Automatic	2.7	153,160	96,614	9,473	High
3 Series	2,023	North America	Grey	Petrol	Manual	2.1	156,837	69,219	2,058	Low
M5	2,010	North America	Silver	Diesel	Manual	4.7	199,101	48,083	149	Low
X5	2,015	South America	Red	Diesel	Automatic	2.4	183,908	119,231	7,094	High
5 Series	2,023	Middle East	Black	Hybrid	Manual	3.1	98,716	37,768	1,243	Low
5 Series	2,010	Middle East	Silver	Hybrid	Automatic	4.6	166,601	97,496	7,980	High
5 Series	2,018	South America	Silver	Hybrid	Manual	3.4	15,494	107,533	7,142	High
X6	2,020	South America	Silver	Petrol	Manual	4.8	59,124	114,265	8,430	High
7 Series	2,023	Asia	Black	Hybrid	Manual	4.7	40,528	105,541	1,474	Low
X5	2,021	North America	Blue	Hybrid	Automatic	3.1	36,297	42,507	3,088	Low
X5	2,010	Asia	Blue	Electric	Manual	3.5	144,576	42,651	4,307	Low
i3	2,022	Europe	Red	Electric	Manual	2.3	72,041	55,862	1,111	Low
i3	2,015	South America	Red	Electric	Manual	5	188,755	104,401	6,877	Low
X1	2,010	North America	Grey	Electric	Manual	2.5	135,622	115,131	2,942	Low
X1	2,021	Europe	Black	Petrol	Automatic	4.2	9,992	44,407	4,554	Low
M5	2,016	Middle East	Black	Hybrid	Manual	2.6	171,551	71,768	8,647	High
X6	2,012	Europe	Silver	Petrol	Manual	2.6	149,787	59,649	2,129	Low
X3	2,015	Africa	Grey	Electric	Automatic	1.9	47,323	73,230	3,039	Low
X3	2,016	Asia	Silver	Diesel	Automatic	3.5	19,517	71,578	6,042	Low
X3	2,010	Europe	Black	Hybrid	Automatic	2.4	166,913	48,963	1,722	Low
i3	2,010	Middle East	Blue	Petrol	Automatic	2	176,763	67,779	7,157	High
3 Series	2,022	Middle East	Silver	Hybrid	Automatic	2.3	12,163	40,352	8,774	High
M3	2,014	Asia	Silver	Electric	Automatic	2.4	80,124	38,261	4,489	Low
3 Series	2,015	Europe	Blue	Electric	Manual	3.3	113,232	42,610	3,137	Low
X5	2,024	South America	White	Petrol	Manual	2.9	51,525	113,479	5,676	Low
M5	2,024	Europe	Blue	Petrol	Automatic	1.8	186,887	91,494	8,816	High
i3	2,018	Asia	Blue	Electric	Automatic	3.4	192,429	53,727	517	Low
i8	2,023	South America	Blue	Diesel	Automatic	4.3	150,667	116,704	6,590	Low
3 Series	2,010	North America	Silver	Hybrid	Manual	3.5	79,486	86,766	5,354	Low
5 Series	2,022	Europe	Black	Diesel	Manual	4.9	140,178	107,980	3,507	Low
5 Series	2,013	Europe	Black	Hybrid	Automatic	1.8	35,706	107,980	734	Low
7 Series	2,019	Africa	Blue	Petrol	Automatic	4.4	142,556	58,796	2,244	Low
M5	2,017	Africa	Silver	Hybrid	Automatic	3.3	118,495	30,104	8,317	High
i3	2,019	Middle East	White	Diesel	Automatic	3.3	154,794	43,222	3,332	Low
7 Series	2,018	Africa	Silver	Electric	Automatic	3.3	20,848	32,208	6,768	Low
i3	2,024	Middle East	Blue	Diesel	Automatic	2.6	90,123	32,631	9,865	High
X5	2,022	North America	Blue	Diesel	Automatic	2.6	80,536	38,041	6,850	Low
X1	2,012	Europe	White	Petrol	Automatic	3.7	59,782	87,868	6,839	Low
X5	2,020	Africa	Black	Electric	Automatic	1.7	192,668	53,543	6,624	Low
i8	2,011	Africa	White	Diesel	Manual	3.6	173,332	109,215	7,549	High
7 Series	2,013	Middle East	Blue	Diesel	Manual	4	1,079	33,466	930	Low
5 Series	2,011	Middle East	Blue	Diesel	Manual	2.7	22,038	82,640	6,746	Low
X3	2,010	North America	Red	Electric	Automatic	2.3	38,661	47,136	7,989	High
X5	2,021	Europe	Grey	Petrol	Automatic	2.2	177,893	113,753	7,481	High
M5	2,012	Middle East	Silver	Petrol	Automatic	1.8	195,657	75,048	983	Low
X6	2,016	Asia	Black	Hybrid	Manual	1.8	44,667	60,129	931	Low
X6	2,022	Africa	Grey	Hybrid	Automatic	2.1	149,410	116,297	9,171	High
7 Series	2,022	Africa	Red	Petrol	Automatic	1.6	150,916	40,811	8,322	High
X1	2,010	Asia	Blue	Petrol	Manual	2.4	94,459	73,262	2,205	Low
X5	2,011	Middle East	Silver	Electric	Manual	2.6	161,085	98,491	121	Low
5 Series	2,010	Middle East	Grey	Diesel	Automatic	5	101,204	84,929	4,381	Low
i3	2,017	Asia	White	Diesel	Automatic	5	176,974	53,729	925	Low
M3	2,014	Europe	Black	Hybrid	Automatic	2.2	93,899	47,629	4,242	Low
X5	2,017	Africa	Grey	Electric	Manual	2.2	89,639	85,910	1,840	Low
i8	2,012	Africa	Silver	Petrol	Manual	3.2	5,372	105,113	9,457	High
X3	2,022	Middle East	White	Diesel	Manual	2	192,125	65,042	3,988	Low
X3	2,021	Africa	Grey	Diesel	Automatic	3.3	182,470	38,944	3,229	Low
i3	2,016	South America	Blue	Hybrid	Automatic	2.9	170,459	48,248	618	Low
X6	2,017	Middle East	White	Petrol	Automatic	2.6	120,802	100,765	2,195	Low
X6	2,024	Africa	White	Hybrid	Automatic	4.4	127,612	72,760	4,381	Low
M5	2,015	Europe	Black	Hybrid	Automatic	4.4	43,654	37,465	3,266	Low
X5	2,022	South America	Black	Diesel	Manual	5	132,497	72,678	9,132	High
M5	2,022	Asia	Black	Diesel	Automatic	2.3	73,427	70,232	9,874	High
X6	2,016	Asia	Black	Diesel	Automatic	4.6	120,281	75,297	9,027	High
X6	2,023	South America	Grey	Hybrid	Manual	3.4	2,278	57,711	2,129	Low
X6	2,021	Africa	Black	Petrol	Manual	3.6	49,380	34,307	2,341	Low
7 Series	2,011	South America	Grey	Petrol	Automatic	4.6	125,947	109,983	1,300	Low
3 Series	2,017	Asia	Black	Petrol	Manual	4.8	190,157	76,411	1,898	Low
3 Series	2,014	Africa	Grey	Hybrid	Automatic	4	161,102	32,433	6,177	Low
X5	2,016	Asia	Red	Electric	Automatic	2.7	174,159	76,622	245	Low
i3	2,010	Asia	Silver	Hybrid	Automatic	3.2	102,904	116,990	8,638	High
i3	2,014	Europe	Grey	Electric	Manual	3.7	146,710	60,780	1,861	Low
M5	2,010	Asia	Black	Petrol	Manual	4.4	3,937	47,575	6,508	Low
X1	2,021	North America	Grey	Diesel	Automatic	3.8	123,347	36,516	4,776	Low
5 Series	2,022	Middle East	Black	Diesel	Automatic	2.8	153,362	67,524	8,222	High
M3	2,017	South America	Silver	Hybrid	Manual	3	53,385	112,291	2,782	Low
i8	2,024	North America	Blue	Electric	Manual	1.7	170,161	56,956	688	Low
3 Series	2,013	Asia	Silver	Hybrid	Manual	4.7	132,897	119,136	3,559	Low
M3	2,013	Europe	Grey	Diesel	Manual	1.8	77,927	83,106	6,865	Low
i8	2,011	Europe	Black	Petrol	Automatic	3.5	194,789	83,609	2,525	Low
X1	2,014	South America	Blue	Hybrid	Manual	4.6	182,706	46,513	4,105	Low
M5	2,010	Africa	Silver	Hybrid	Automatic	3	150,343	36,675	4,379	Low
X1	2,018	Asia	Grey	Electric	Automatic	4.3	140,594	62,914	9,609	High
X3	2,014	South America	Grey	Petrol	Manual	4.3	178,132	36,012	240	Low
M3	2,015	Middle East	Black	Hybrid	Manual	1.7	179,648	40,328	4,746	Low
X5	2,011	North America	Red	Diesel	Automatic	2.9	92,972	33,056	2,130	Low
X5	2,019	North America	Grey	Petrol	Automatic	3.9	175,728	45,646	699	Low
X6	2,019	North America	Grey	Diesel	Manual	3	178,811	66,054	5,761	Low
M3	2,010	Asia	Grey	Electric	Manual	3.4	121,169	71,328	3,333	Low
5 Series	2,013	North America	Silver	Petrol	Automatic	3.6	40,762	118,450	1,267	Low
3 Series	2,016	Middle East	Grey	Electric	Manual	2	59,902	51,362	3,084	Low
X6	2,015	Africa	Blue	Hybrid	Automatic	2.9	130,959	55,045	7,034	High
M5	2,019	Middle East	Grey	Electric	Automatic	1.6	18,734	94,650	8,876	High
X3	2,010	Europe	Black	Petrol	Automatic	2	27,817	66,780	1,300	Low
X5	2,010	South America	Grey	Hybrid	Automatic	3.3	167,832	30,314	6,489	Low

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