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
X6	2,022	South America	Blue	Petrol	Automatic	2.5	172,069	69,621	2,848	Low
X3	2,019	Africa	White	Electric	Automatic	2	50,357	76,463	5,725	Low
X1	2,010	Africa	Red	Petrol	Manual	2	154,245	110,246	3,849	Low
i3	2,010	North America	Blue	Hybrid	Manual	2.5	10,052	71,859	6,299	Low
7 Series	2,017	Africa	Grey	Petrol	Automatic	4.2	119,148	112,023	3,823	Low
X5	2,015	Asia	Blue	Hybrid	Automatic	4.9	156,146	74,089	9,793	High
5 Series	2,017	Africa	White	Petrol	Manual	3.3	194,327	115,929	5,481	Low
X1	2,017	Asia	Grey	Diesel	Manual	2.7	132,642	70,850	2,907	Low
X6	2,024	North America	Grey	Hybrid	Manual	4.4	163,612	64,132	8,177	High
M5	2,020	North America	Grey	Electric	Manual	1.7	81,122	82,184	8,515	High
M3	2,023	Middle East	Red	Electric	Automatic	1.8	166,851	106,924	5,806	Low
i3	2,017	Middle East	Silver	Hybrid	Manual	2.7	121,169	74,502	1,835	Low
5 Series	2,019	Asia	Red	Electric	Automatic	3.1	74,415	46,378	6,975	Low
7 Series	2,024	Middle East	Silver	Petrol	Automatic	4.3	94,869	81,729	6,485	Low
X1	2,016	Middle East	Red	Petrol	Automatic	4.7	192,231	111,794	8,943	High
3 Series	2,016	Middle East	Silver	Petrol	Manual	3.4	178,077	52,823	9,800	High
X1	2,019	Europe	Grey	Petrol	Manual	3.2	109,885	65,361	9,877	High
3 Series	2,013	Africa	Silver	Petrol	Manual	2.2	55,337	84,981	2,423	Low
7 Series	2,018	Africa	White	Petrol	Manual	3.1	112,874	107,356	1,939	Low
M5	2,021	Africa	Blue	Electric	Manual	4.7	161,450	72,817	4,468	Low
M5	2,011	Africa	Silver	Hybrid	Automatic	2.9	531	48,894	319	Low
i8	2,020	Middle East	Blue	Electric	Manual	2.2	106,307	83,088	7,341	High
X3	2,018	Middle East	Red	Hybrid	Manual	2.7	47,288	66,650	3,778	Low
X6	2,019	Asia	Red	Diesel	Manual	3.3	194,961	84,785	2,575	Low
3 Series	2,012	Europe	Grey	Diesel	Automatic	3.6	191,811	49,975	3,955	Low
X6	2,023	South America	Silver	Hybrid	Manual	3	152,262	117,171	3,914	Low
5 Series	2,022	South America	Silver	Hybrid	Manual	4.2	85,799	41,968	6,231	Low
X1	2,024	North America	Red	Diesel	Manual	3.5	1,273	39,471	4,282	Low
7 Series	2,011	North America	White	Hybrid	Automatic	3.8	103,793	66,477	7,598	High
i8	2,022	Asia	Red	Electric	Manual	4.5	53,541	36,720	1,233	Low
X6	2,013	Middle East	Grey	Diesel	Automatic	4.5	126,310	51,998	1,050	Low
X5	2,014	Africa	Silver	Petrol	Automatic	2.2	28,593	66,380	3,037	Low
5 Series	2,011	Europe	Black	Electric	Automatic	3.7	180,421	72,027	3,480	Low
M5	2,022	Middle East	Black	Petrol	Automatic	4	140,476	83,976	735	Low
3 Series	2,024	Europe	Red	Diesel	Manual	2	41,113	104,897	843	Low
X3	2,010	Middle East	Grey	Hybrid	Manual	4.4	11,890	110,331	4,046	Low
M3	2,019	South America	Grey	Electric	Automatic	2.1	61,096	34,746	3,888	Low
X6	2,020	Africa	White	Hybrid	Automatic	4.3	10,947	67,820	8,598	High
X1	2,014	Middle East	Red	Electric	Manual	2.1	147,675	65,462	4,746	Low
i8	2,018	Middle East	White	Petrol	Automatic	4.1	180,684	71,402	327	Low
i8	2,024	North America	White	Diesel	Manual	2	43,617	77,028	6,514	Low
X3	2,021	Asia	Grey	Hybrid	Manual	2.8	117,933	95,828	4,058	Low
i3	2,021	North America	Black	Hybrid	Manual	2	186,577	40,218	1,492	Low
X1	2,024	Middle East	Blue	Hybrid	Automatic	2.4	189,591	89,836	613	Low
X6	2,014	Asia	Grey	Electric	Automatic	4.9	77,425	97,490	4,380	Low
M3	2,021	Africa	Silver	Petrol	Automatic	1.9	12,225	104,228	1,026	Low
X1	2,020	Europe	Black	Diesel	Automatic	2.9	150,442	60,880	1,523	Low
5 Series	2,019	North America	Silver	Diesel	Manual	3.9	74,550	117,240	1,757	Low
3 Series	2,018	South America	Silver	Electric	Manual	1.8	86,748	81,088	6,534	Low
i3	2,023	Middle East	Grey	Petrol	Manual	1.9	195,136	74,859	5,730	Low
7 Series	2,022	Africa	Red	Diesel	Manual	2	8,378	67,102	4,098	Low
X6	2,021	Europe	Blue	Electric	Manual	3.8	74,585	41,714	6,402	Low
3 Series	2,019	Middle East	Blue	Petrol	Manual	4.7	136,567	84,247	2,961	Low
X3	2,015	Africa	Black	Electric	Manual	4.4	2,439	105,920	7,528	High
7 Series	2,012	South America	Grey	Hybrid	Manual	4.9	59,638	94,514	4,445	Low
7 Series	2,013	Middle East	White	Petrol	Manual	3.5	67,155	81,154	8,462	High
X3	2,013	Europe	Blue	Petrol	Automatic	4.9	181,683	30,173	9,036	High
i3	2,010	Africa	White	Diesel	Automatic	2.6	17,711	42,961	5,399	Low
M3	2,012	Africa	Silver	Hybrid	Manual	3	83,063	39,058	5,201	Low
M3	2,012	Asia	Grey	Petrol	Manual	2.9	2,135	64,293	2,367	Low
M3	2,022	Europe	Silver	Petrol	Automatic	1.7	154,005	100,923	8,741	High
i8	2,023	North America	Blue	Diesel	Manual	4.4	40,918	78,027	4,161	Low
X3	2,010	Asia	Grey	Diesel	Automatic	1.6	183,771	114,390	282	Low
i3	2,022	Middle East	Red	Hybrid	Manual	4.1	191,417	65,521	9,138	High
X5	2,018	North America	Black	Petrol	Manual	2.9	12,201	62,934	4,844	Low
5 Series	2,020	North America	Blue	Petrol	Automatic	1.5	98,276	110,496	1,515	Low
X5	2,010	Africa	Black	Electric	Manual	2.5	144,932	34,005	5,186	Low
i3	2,018	South America	Silver	Hybrid	Manual	2.7	196,756	91,656	8,934	High
5 Series	2,010	Middle East	Red	Petrol	Automatic	4.9	185,998	42,890	6,467	Low
5 Series	2,011	Middle East	Red	Diesel	Automatic	3.8	143,842	31,335	3,514	Low
X3	2,011	Europe	Red	Diesel	Manual	3.4	33,326	53,329	9,892	High
5 Series	2,023	Middle East	Red	Electric	Automatic	1.9	38,158	119,343	8,115	High
7 Series	2,015	Asia	Grey	Electric	Automatic	2.9	68,181	112,331	1,279	Low
X5	2,016	Middle East	Red	Electric	Manual	1.6	159,104	36,205	1,885	Low
X5	2,020	South America	Silver	Petrol	Manual	4.2	85,427	79,709	9,893	High
i8	2,010	Africa	White	Petrol	Automatic	2.1	160,217	57,720	8,253	High
5 Series	2,012	South America	Black	Petrol	Automatic	3.6	120,201	91,383	1,862	Low
7 Series	2,011	Europe	Grey	Petrol	Manual	3.9	182,397	102,499	5,484	Low
5 Series	2,017	Middle East	Red	Electric	Manual	2.8	144,315	96,406	8,485	High
i8	2,018	North America	Blue	Petrol	Automatic	3.7	158,716	103,601	2,176	Low
M3	2,022	Asia	Grey	Petrol	Manual	4.2	43,031	70,528	7,859	High
i3	2,011	North America	Red	Petrol	Automatic	2.1	116,081	36,885	8,069	High
7 Series	2,011	Europe	White	Diesel	Manual	3.6	104,893	45,651	9,534	High
i8	2,019	North America	Blue	Hybrid	Manual	4.1	101,311	50,429	3,545	Low
X6	2,024	Asia	Blue	Diesel	Automatic	2.7	81,665	73,158	9,161	High
X3	2,018	North America	Silver	Electric	Manual	2.1	140,179	82,992	8,039	High
i8	2,023	North America	Black	Electric	Manual	2.5	191,378	56,944	3,436	Low
5 Series	2,013	Africa	Silver	Diesel	Automatic	4.8	124,518	82,034	3,037	Low
X1	2,014	Middle East	Silver	Diesel	Automatic	2.8	34,816	72,983	4,659	Low
M5	2,022	Africa	Black	Petrol	Automatic	1.9	11,870	94,860	7,401	High
X1	2,020	South America	Blue	Diesel	Manual	1.8	146,489	77,519	7,226	High
5 Series	2,018	Asia	Black	Electric	Automatic	2.1	8,962	102,054	6,951	Low
M5	2,015	Asia	Red	Hybrid	Automatic	1.9	95,946	45,598	467	Low
X6	2,019	Africa	Silver	Hybrid	Automatic	3.2	35,090	80,350	9,592	High
M5	2,021	North America	Black	Hybrid	Automatic	2.7	104,648	57,310	9,526	High
M3	2,018	Asia	Grey	Diesel	Automatic	4.4	107,816	50,128	5,571	Low
i3	2,018	Asia	Red	Electric	Automatic	4.6	139,283	49,706	5,539	Low
5 Series	2,016	Asia	Grey	Petrol	Manual	3.2	130,504	91,950	7,812	High
M3	2,023	North America	Silver	Diesel	Manual	4.6	170,897	36,057	8,452	High
i8	2,021	North America	Black	Hybrid	Manual	3.1	75,244	58,453	4,810	Low

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