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
M5	2,012	Middle East	Silver	Hybrid	Manual	2.1	182,754	31,074	6,483	Low
i3	2,017	Africa	Silver	Diesel	Automatic	3.5	131,727	60,463	3,829	Low
X5	2,022	Europe	Red	Petrol	Manual	3.5	152,239	44,087	9,462	High
7 Series	2,017	Asia	Red	Hybrid	Manual	3.1	155,016	92,214	993	Low
X6	2,020	Europe	Red	Petrol	Automatic	4.7	187,061	101,601	400	Low
7 Series	2,020	Africa	Silver	Petrol	Manual	4.1	97,950	69,661	3,632	Low
i3	2,015	Africa	White	Electric	Manual	4.2	182,674	96,528	4,813	Low
X1	2,024	Asia	Blue	Diesel	Automatic	2.4	108,093	71,985	8,783	High
7 Series	2,019	Europe	Blue	Electric	Manual	3	94,927	68,288	6,604	Low
7 Series	2,018	South America	White	Petrol	Automatic	3.2	131,671	83,612	8,065	High
M5	2,020	South America	Silver	Electric	Automatic	2.5	122,910	36,556	9,290	High
X3	2,021	Middle East	Grey	Petrol	Manual	1.8	449	107,305	2,215	Low
i3	2,018	South America	Black	Petrol	Manual	1.9	158,438	108,079	6,952	Low
3 Series	2,013	Asia	Black	Hybrid	Manual	2.1	180,184	42,895	9,427	High
5 Series	2,021	Europe	Silver	Hybrid	Manual	2.2	152,829	115,678	5,623	Low
X5	2,010	Asia	Blue	Diesel	Automatic	2.3	20,875	73,062	2,726	Low
X3	2,010	Asia	Black	Electric	Automatic	2.4	39,027	40,338	1,530	Low
X1	2,024	South America	Red	Hybrid	Automatic	3.1	134,770	31,267	6,274	Low
i3	2,021	Middle East	Black	Petrol	Manual	3.3	128,653	96,358	8,037	High
X5	2,019	Africa	Black	Hybrid	Manual	2.6	59,681	31,520	7,847	High
3 Series	2,024	Asia	Grey	Electric	Manual	4.7	18,669	109,754	9,404	High
X3	2,014	Africa	Red	Hybrid	Automatic	3.4	82,750	35,642	4,450	Low
X5	2,023	Middle East	Grey	Petrol	Manual	4.3	122,957	64,589	488	Low
M5	2,022	North America	Red	Hybrid	Manual	4.7	44,369	75,575	716	Low
X3	2,011	Africa	White	Electric	Automatic	2.1	12,322	52,534	9,419	High
X3	2,024	Europe	Blue	Diesel	Manual	3	86,078	41,466	5,507	Low
X1	2,015	Asia	Blue	Diesel	Manual	3	98,128	42,745	6,154	Low
7 Series	2,016	North America	White	Diesel	Automatic	2.7	15,023	98,306	9,810	High
7 Series	2,010	Asia	Red	Electric	Manual	1.5	171,180	40,405	8,192	High
i3	2,015	Middle East	Grey	Hybrid	Manual	4.4	49,878	100,151	1,441	Low
5 Series	2,017	Europe	Silver	Electric	Automatic	1.9	130,773	60,212	8,102	High
M3	2,021	South America	Black	Electric	Manual	5	53,168	45,889	211	Low
X3	2,014	Europe	Black	Electric	Manual	4.2	54,552	43,747	8,355	High
5 Series	2,023	North America	Black	Hybrid	Manual	3.5	112,863	87,756	6,360	Low
i8	2,021	Middle East	White	Petrol	Automatic	2	116,958	95,579	6,220	Low
i8	2,016	Asia	White	Electric	Manual	3.3	190,725	50,400	4,037	Low
M3	2,019	Europe	Blue	Diesel	Manual	2.4	124,452	82,268	4,418	Low
5 Series	2,015	Asia	Grey	Petrol	Manual	2.4	11,246	65,382	1,287	Low
X5	2,013	South America	Blue	Hybrid	Manual	4.4	120,094	91,094	2,652	Low
M5	2,024	Middle East	Grey	Diesel	Manual	2.8	93,588	100,364	964	Low
7 Series	2,024	North America	Grey	Hybrid	Automatic	3.1	5,382	34,248	244	Low
7 Series	2,016	Asia	Silver	Petrol	Manual	4.5	148,629	85,542	7,117	High
X3	2,019	Middle East	Silver	Electric	Automatic	1.8	102,403	97,885	1,000	Low
5 Series	2,018	North America	White	Hybrid	Manual	3.6	104,410	95,130	4,046	Low
i3	2,019	Middle East	Red	Petrol	Manual	3.5	59,890	45,584	8,978	High
i8	2,019	Africa	White	Petrol	Automatic	3	62,764	95,288	9,942	High
M5	2,022	Europe	White	Petrol	Manual	4.4	39,903	116,467	8,417	High
X1	2,016	Asia	Grey	Petrol	Manual	4.8	145,506	31,441	5,210	Low
3 Series	2,021	North America	Grey	Hybrid	Automatic	3.1	86,728	102,901	805	Low
M5	2,023	Middle East	White	Hybrid	Automatic	3.1	86,107	39,400	5,756	Low
X1	2,014	North America	Silver	Hybrid	Automatic	3.3	26,101	110,140	9,360	High
X1	2,016	South America	Black	Petrol	Manual	4	85,641	73,535	7,898	High
7 Series	2,012	Europe	Silver	Petrol	Manual	3.8	10,609	39,138	7,439	High
7 Series	2,011	Europe	Silver	Diesel	Automatic	2.3	142,999	105,583	6,491	Low
7 Series	2,020	Europe	Blue	Petrol	Automatic	1.7	165,359	100,461	9,356	High
X3	2,024	Asia	Black	Hybrid	Automatic	4.8	163,459	41,018	3,921	Low
X3	2,014	Asia	Red	Hybrid	Manual	2.4	164,015	82,236	5,458	Low
5 Series	2,013	North America	White	Diesel	Manual	3.7	47,319	30,965	3,578	Low
i8	2,014	Asia	Silver	Hybrid	Automatic	4.4	32,128	36,605	4,551	Low
M3	2,017	Middle East	Black	Petrol	Automatic	2.6	47,460	30,671	3,806	Low
X6	2,021	Europe	White	Electric	Manual	3.7	81,089	77,635	6,488	Low
X1	2,013	Europe	Black	Hybrid	Automatic	1.9	95,791	85,784	6,257	Low
M5	2,024	Middle East	Blue	Diesel	Automatic	4.9	84,148	74,828	4,031	Low
X5	2,018	Europe	Blue	Petrol	Manual	1.7	123,141	107,285	5,296	Low
X3	2,016	South America	Black	Hybrid	Manual	3	146,317	32,443	6,502	Low
X5	2,019	Europe	Grey	Electric	Manual	3.4	36,598	49,627	3,630	Low
3 Series	2,022	Europe	White	Electric	Automatic	4.3	71,741	89,229	3,027	Low
5 Series	2,021	Africa	Red	Electric	Automatic	1.9	140,323	116,874	6,258	Low
i3	2,016	Middle East	Red	Diesel	Automatic	3	194,200	113,671	5,459	Low
i3	2,024	South America	White	Diesel	Automatic	2.5	165,319	47,692	6,063	Low
X3	2,022	North America	Grey	Diesel	Automatic	2.6	189,043	88,959	9,674	High
i8	2,022	North America	Black	Petrol	Manual	4.2	116,250	48,115	7,327	High
X5	2,017	Middle East	Black	Hybrid	Manual	1.5	183,373	66,594	3,005	Low
5 Series	2,021	Europe	Red	Petrol	Manual	4.1	22,147	82,243	8,557	High
7 Series	2,015	Europe	Blue	Hybrid	Automatic	4.3	124,679	34,544	9,675	High
M3	2,017	Asia	Red	Electric	Manual	4.7	177,618	43,526	3,121	Low
5 Series	2,012	Asia	Red	Hybrid	Manual	3.7	14,301	67,627	7,706	High
X3	2,019	Africa	Red	Diesel	Manual	2.7	190,427	81,095	6,068	Low
i3	2,019	Middle East	Silver	Electric	Manual	3	74,970	50,343	7,575	High
X6	2,023	North America	White	Diesel	Automatic	4.9	44,988	61,496	362	Low
3 Series	2,010	Asia	Silver	Hybrid	Manual	4.6	63,403	98,619	9,251	High
M3	2,015	Asia	Black	Hybrid	Automatic	3.1	135,810	64,080	8,909	High
M3	2,010	North America	Red	Electric	Automatic	4.8	101,040	77,874	4,368	Low
7 Series	2,018	Europe	Grey	Petrol	Automatic	4.4	165,659	30,514	8,606	High
M5	2,023	South America	Silver	Electric	Manual	4.7	160,210	54,260	1,956	Low
i8	2,011	North America	Red	Diesel	Manual	3.9	55,909	114,566	5,131	Low
3 Series	2,020	Asia	Grey	Hybrid	Manual	4.5	76,502	73,182	3,175	Low
i8	2,011	North America	Grey	Hybrid	Automatic	4.6	117,586	33,190	3,421	Low
X5	2,016	North America	Blue	Electric	Automatic	1.8	53,560	42,728	2,235	Low
i3	2,011	Europe	Black	Electric	Automatic	4.9	163,496	41,832	6,543	Low
X1	2,019	Middle East	Red	Petrol	Automatic	2.7	109,681	114,021	2,001	Low
X5	2,017	Europe	White	Petrol	Manual	3	163,437	32,253	700	Low
3 Series	2,015	Europe	Blue	Petrol	Manual	4.3	135,082	62,358	399	Low
M5	2,023	Africa	White	Hybrid	Manual	3.8	81,201	38,724	5,455	Low
7 Series	2,016	Middle East	Grey	Hybrid	Automatic	4.6	90,926	78,987	3,571	Low
X5	2,016	North America	Black	Hybrid	Automatic	2.9	51,255	115,453	1,874	Low
3 Series	2,015	North America	Silver	Electric	Manual	2.8	8,336	61,522	3,039	Low
M3	2,019	Asia	Grey	Hybrid	Automatic	1.6	80,924	110,038	6,332	Low
i3	2,020	Asia	Red	Diesel	Manual	3.1	112,695	89,566	1,228	Low
5 Series	2,018	Europe	White	Diesel	Manual	4	34,023	38,641	4,479	Low

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