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	2,021	Europe	Red	Diesel	Automatic	5	154,395	78,491	5,573	Low
5 Series	2,012	Middle East	White	Hybrid	Manual	4.5	195,423	64,570	1,588	Low
X6	2,024	South America	Red	Diesel	Manual	3.6	50,537	48,541	756	Low
X5	2,019	Asia	Grey	Petrol	Manual	4.4	124,099	75,234	2,063	Low
7 Series	2,016	Africa	Silver	Diesel	Automatic	3.1	45,203	82,917	6,472	Low
X3	2,021	South America	Silver	Petrol	Manual	4.3	122,972	101,063	9,184	High
X5	2,013	South America	Red	Diesel	Automatic	3.8	19,928	101,573	359	Low
3 Series	2,014	Asia	Red	Petrol	Automatic	1.6	168,529	110,989	8,685	High
M3	2,018	Africa	Black	Hybrid	Automatic	4.8	17,813	43,682	1,917	Low
5 Series	2,016	Middle East	Silver	Hybrid	Manual	4.5	169,780	113,924	4,744	Low
X3	2,013	North America	Blue	Diesel	Manual	4.8	54,087	102,607	9,267	High
X6	2,015	Middle East	Silver	Petrol	Manual	4.1	102,055	102,866	2,467	Low
i8	2,019	Asia	Red	Petrol	Manual	2.9	148,398	61,070	4,655	Low
X5	2,023	Europe	White	Diesel	Manual	2.2	82,377	47,522	776	Low
M3	2,020	South America	White	Petrol	Automatic	2.1	152,109	102,826	9,308	High
i8	2,016	South America	Silver	Diesel	Manual	2	109,935	89,189	1,135	Low
5 Series	2,022	North America	Silver	Diesel	Manual	2.3	30,137	56,811	7,814	High
X5	2,019	Middle East	Grey	Electric	Manual	3.4	60,627	70,865	7,144	High
5 Series	2,022	South America	Blue	Diesel	Automatic	3.9	122,369	87,809	1,880	Low
X3	2,018	Middle East	Silver	Diesel	Automatic	2.6	107,804	49,831	6,004	Low
X6	2,013	South America	White	Hybrid	Automatic	3.4	74,899	105,376	2,046	Low
5 Series	2,019	Middle East	Grey	Diesel	Automatic	2.7	125,394	113,621	2,220	Low
X1	2,012	North America	Grey	Diesel	Automatic	3.9	165,706	93,036	4,711	Low
M5	2,017	Middle East	White	Petrol	Automatic	5	183,317	101,636	5,949	Low
M3	2,024	Europe	Blue	Diesel	Manual	3.9	170,985	87,283	5,317	Low
5 Series	2,010	Asia	Black	Diesel	Manual	1.7	8,568	56,839	158	Low
X3	2,018	Middle East	Red	Electric	Automatic	3.2	86,533	46,065	7,218	High
i3	2,022	Europe	Black	Electric	Manual	4.2	175,380	113,684	5,340	Low
7 Series	2,010	Africa	Blue	Diesel	Manual	3.4	176,959	40,132	8,563	High
X5	2,011	Europe	Red	Electric	Manual	4.8	7,943	64,239	2,593	Low
5 Series	2,022	Asia	Grey	Diesel	Automatic	1.7	160,149	89,645	834	Low
i8	2,017	South America	Red	Petrol	Automatic	2.5	134,853	64,779	8,915	High
5 Series	2,018	South America	Blue	Hybrid	Manual	2.3	39,542	114,721	6,863	Low
5 Series	2,016	Africa	Grey	Diesel	Automatic	4.2	101,218	34,164	4,368	Low
3 Series	2,012	Middle East	Silver	Petrol	Automatic	3.3	52,405	32,813	448	Low
X1	2,016	Africa	Black	Diesel	Automatic	2	26,274	32,240	2,005	Low
5 Series	2,015	North America	Red	Diesel	Manual	2.5	117,101	45,838	9,211	High
X3	2,011	South America	Silver	Hybrid	Automatic	3.3	102,700	50,741	5,691	Low
X5	2,012	Africa	Blue	Diesel	Manual	5	62,132	103,429	9,836	High
i3	2,020	Europe	Grey	Electric	Automatic	2.8	73,013	83,036	8,137	High
7 Series	2,022	South America	Blue	Petrol	Manual	2	1,103	116,566	6,084	Low
i3	2,021	Middle East	Blue	Diesel	Manual	3.2	142,538	70,544	3,107	Low
M5	2,022	Asia	Blue	Hybrid	Manual	2.6	174,127	40,121	5,352	Low
i8	2,019	Africa	Silver	Petrol	Manual	3.5	90,580	61,735	1,198	Low
M3	2,019	Middle East	Blue	Hybrid	Automatic	3.1	51,497	111,893	7,568	High
M3	2,022	South America	Grey	Diesel	Automatic	3.9	163,094	81,265	905	Low
i3	2,021	Middle East	Grey	Diesel	Manual	4.7	152,757	31,414	6,433	Low
3 Series	2,024	Asia	Black	Hybrid	Manual	2.2	154,173	95,226	3,056	Low
X6	2,014	South America	Silver	Diesel	Manual	4.4	77,497	73,603	9,860	High
i8	2,019	Asia	Blue	Petrol	Manual	4.8	82,643	119,167	2,983	Low
M5	2,013	North America	Red	Petrol	Automatic	2.8	173,534	94,428	5,859	Low
X5	2,011	Africa	Black	Diesel	Automatic	1.9	68,595	95,866	9,542	High
i3	2,013	North America	White	Hybrid	Manual	4.4	119,633	35,636	9,769	High
i8	2,021	Europe	Blue	Hybrid	Automatic	4	56,092	30,432	357	Low
7 Series	2,017	South America	Silver	Petrol	Manual	2.2	145,839	84,707	6,864	Low
5 Series	2,014	South America	Blue	Diesel	Automatic	3.1	179,591	61,082	2,533	Low
5 Series	2,014	North America	White	Petrol	Manual	3.5	37,937	97,150	9,250	High
X1	2,022	Europe	Grey	Petrol	Manual	2.1	138,632	68,736	271	Low
5 Series	2,021	Africa	Black	Electric	Manual	4	11,897	77,593	4,985	Low
5 Series	2,021	Middle East	White	Diesel	Automatic	3.9	58,157	60,860	4,399	Low
X3	2,019	Africa	White	Electric	Manual	4.6	124,549	96,986	9,369	High
M3	2,012	North America	Black	Electric	Automatic	3.5	101,700	41,341	7,712	High
X6	2,022	Europe	Silver	Hybrid	Manual	3.5	166,316	64,700	8,808	High
i3	2,017	Middle East	Blue	Electric	Automatic	3.7	161,484	52,497	8,095	High
M5	2,015	North America	White	Hybrid	Automatic	2.5	151,704	56,777	980	Low
M3	2,011	North America	Silver	Petrol	Automatic	4.2	88,414	113,312	3,376	Low
X1	2,011	Europe	Black	Petrol	Automatic	3.8	114,401	59,123	3,330	Low
i8	2,018	Africa	Silver	Electric	Manual	4.4	74,704	52,043	4,403	Low
X6	2,022	Africa	Black	Diesel	Manual	4.2	137,369	113,530	9,509	High
5 Series	2,016	South America	Blue	Diesel	Manual	3.7	50,801	110,080	5,358	Low
3 Series	2,019	South America	Blue	Petrol	Manual	2.1	21,509	54,518	8,059	High
i8	2,018	Asia	White	Hybrid	Manual	4.7	92,767	101,416	9,408	High
X1	2,023	South America	White	Diesel	Manual	2.8	11,744	41,916	8,333	High
7 Series	2,015	South America	White	Diesel	Manual	4.9	115,258	94,630	9,165	High
X5	2,024	South America	Black	Hybrid	Automatic	2.9	43,475	84,833	7,530	High
M3	2,014	Asia	Silver	Diesel	Automatic	2	120,814	67,137	3,859	Low
M3	2,021	Africa	Blue	Electric	Automatic	4.6	111,931	51,922	4,835	Low
X1	2,010	Europe	Black	Hybrid	Manual	4.3	85,930	87,213	8,948	High
i8	2,021	North America	White	Electric	Manual	4.3	9,894	53,319	4,449	Low
i3	2,015	Europe	Red	Hybrid	Automatic	1.8	189,906	43,581	6,058	Low
7 Series	2,015	North America	Black	Electric	Automatic	4.6	73,114	75,801	3,494	Low
M5	2,012	North America	Blue	Petrol	Manual	3.6	2,529	115,425	8,482	High
X3	2,012	Middle East	White	Hybrid	Automatic	3.1	184,099	46,067	9,605	High
X3	2,024	South America	Black	Electric	Automatic	4.7	127,351	63,861	6,808	Low
7 Series	2,012	Africa	Silver	Diesel	Automatic	3.8	159,789	40,858	5,144	Low
5 Series	2,012	North America	Red	Hybrid	Automatic	2	49,220	35,281	8,955	High
X6	2,016	Europe	Blue	Hybrid	Automatic	3.3	71,241	41,896	8,346	High
X1	2,019	Asia	Blue	Petrol	Automatic	3.7	62	69,136	4,536	Low
M3	2,020	Europe	Black	Hybrid	Automatic	4.6	62,623	96,348	5,955	Low
i8	2,011	Europe	Black	Electric	Manual	2.5	28,839	48,432	5,233	Low
5 Series	2,019	North America	Grey	Diesel	Automatic	4.3	74,407	86,536	753	Low
i3	2,022	South America	Black	Electric	Manual	4.3	104,539	107,200	5,854	Low
i3	2,019	Middle East	Silver	Diesel	Manual	1.9	180,212	100,373	2,396	Low
3 Series	2,011	North America	Grey	Electric	Manual	1.6	185,327	73,411	7,894	High
M5	2,012	Europe	White	Hybrid	Automatic	3.5	23,829	37,841	7,326	High
X5	2,019	North America	Grey	Electric	Manual	4.3	117,057	61,618	6,333	Low
7 Series	2,021	Middle East	Red	Diesel	Manual	3.4	24,602	84,601	5,276	Low
X3	2,016	Asia	Red	Petrol	Manual	4.3	124,280	50,502	1,382	Low
3 Series	2,012	Europe	Red	Diesel	Manual	3.7	192,540	115,279	8,878	High
3 Series	2,016	Africa	White	Petrol	Manual	3.8	58,530	66,673	7,657	High

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