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
X3	2,022	South America	White	Diesel	Automatic	4.3	79,885	71,406	3,753	Low
M3	2,023	Africa	Grey	Petrol	Manual	3.2	189,998	89,449	8,255	High
i8	2,011	Africa	Silver	Hybrid	Manual	3.5	152,148	64,575	9,158	High
7 Series	2,023	Asia	Blue	Diesel	Manual	2	126,288	83,274	618	Low
M3	2,012	Europe	Grey	Electric	Manual	2.2	151,154	103,746	5,768	Low
3 Series	2,015	Asia	Blue	Electric	Manual	1.9	172,307	72,393	8,822	High
X5	2,017	South America	White	Petrol	Automatic	3.3	177,122	74,223	3,025	Low
X5	2,021	Middle East	Red	Hybrid	Manual	4.2	54,301	118,098	9,938	High
X3	2,010	Asia	White	Hybrid	Automatic	4.1	66,101	103,794	8,686	High
3 Series	2,018	Asia	Silver	Hybrid	Manual	2.4	51,361	65,548	3,059	Low
5 Series	2,010	Europe	White	Diesel	Automatic	4.5	67,556	116,100	2,667	Low
i3	2,019	South America	Red	Petrol	Automatic	1.9	183,173	93,839	6,715	Low
5 Series	2,011	North America	Blue	Electric	Automatic	1.9	198,779	81,925	2,123	Low
M3	2,012	North America	Red	Petrol	Automatic	4.5	13,512	57,215	7,102	High
7 Series	2,016	Middle East	Grey	Diesel	Automatic	2.4	49,641	102,128	2,205	Low
7 Series	2,018	Europe	Blue	Petrol	Manual	4	21,856	37,905	5,443	Low
i8	2,012	North America	Black	Electric	Manual	1.5	35,674	30,055	5,266	Low
X5	2,017	South America	White	Electric	Automatic	1.8	8,310	47,538	6,864	Low
X6	2,024	North America	White	Electric	Manual	3.6	33,847	85,012	2,627	Low
i8	2,018	North America	Red	Diesel	Manual	2.1	90,596	45,183	5,609	Low
i3	2,019	Africa	Grey	Electric	Automatic	1.6	34,696	50,891	5,213	Low
M3	2,016	Middle East	Blue	Diesel	Automatic	3.1	27,129	88,012	721	Low
M3	2,013	Africa	White	Diesel	Automatic	2.7	45,567	49,247	3,246	Low
3 Series	2,013	Middle East	Black	Petrol	Manual	4.3	177,495	93,205	8,987	High
i3	2,013	South America	Red	Electric	Automatic	4.4	159,168	50,171	5,653	Low
X3	2,015	Asia	Black	Petrol	Manual	3.7	71,760	36,468	4,703	Low
i3	2,013	Africa	White	Electric	Manual	2.5	184,167	60,909	4,069	Low
i8	2,014	Africa	Silver	Electric	Automatic	3.1	133,485	115,558	2,809	Low
7 Series	2,018	North America	Red	Petrol	Automatic	4	186,575	79,333	2,970	Low
X5	2,021	North America	Blue	Petrol	Manual	1.7	183,192	78,448	9,497	High
M5	2,016	Asia	Blue	Hybrid	Automatic	2.7	195,855	104,611	7,280	High
i8	2,017	Asia	Red	Diesel	Manual	4.4	166,959	56,550	7,820	High
X3	2,014	Asia	Red	Hybrid	Automatic	2.9	59,162	96,459	6,299	Low
5 Series	2,014	Europe	Silver	Electric	Automatic	3.7	122,470	101,698	6,360	Low
X5	2,022	Asia	White	Diesel	Automatic	1.8	54,404	58,830	333	Low
X1	2,020	Europe	Silver	Diesel	Automatic	4.2	158,499	117,936	3,357	Low
5 Series	2,016	Europe	Silver	Diesel	Automatic	1.9	161,197	75,615	9,318	High
i3	2,020	Europe	White	Hybrid	Automatic	4.5	165,335	72,699	6,325	Low
M5	2,022	South America	Red	Hybrid	Manual	1.9	123,890	31,722	2,083	Low
7 Series	2,023	Asia	Grey	Diesel	Automatic	4.6	55,914	97,519	3,189	Low
5 Series	2,021	Asia	Red	Electric	Automatic	2.8	8,997	113,997	2,488	Low
X1	2,017	Middle East	Black	Petrol	Manual	3.7	28,969	65,244	4,008	Low
7 Series	2,018	North America	Blue	Petrol	Manual	4.5	54,999	79,705	4,003	Low
3 Series	2,024	Europe	Grey	Hybrid	Manual	1.5	100,689	47,968	5,591	Low
7 Series	2,023	Europe	Silver	Petrol	Manual	2.4	15,428	52,237	6,719	Low
i8	2,011	Europe	Black	Electric	Manual	4.7	4,035	93,330	3,178	Low
X3	2,012	Africa	Silver	Diesel	Manual	2.9	59,157	59,246	2,875	Low
X1	2,021	Asia	Silver	Electric	Automatic	4	109,154	72,623	8,885	High
X1	2,021	Europe	Silver	Diesel	Manual	2	142,445	99,092	7,017	High
X1	2,011	Europe	Black	Hybrid	Automatic	3.9	60,204	47,256	4,087	Low
3 Series	2,019	South America	Red	Petrol	Automatic	1.8	33,413	41,428	438	Low
i8	2,016	Asia	Black	Hybrid	Manual	4	132,675	45,408	3,756	Low
5 Series	2,021	Asia	Silver	Petrol	Manual	2.6	86,518	46,708	3,214	Low
M3	2,011	Africa	Blue	Hybrid	Manual	3.1	17,760	50,796	4,122	Low
M5	2,021	Middle East	Silver	Hybrid	Manual	2.1	108,530	42,191	6,943	Low
i8	2,023	Europe	White	Diesel	Automatic	3.7	67,756	47,886	978	Low
5 Series	2,024	North America	White	Electric	Manual	2.7	98,529	33,521	1,883	Low
5 Series	2,011	South America	Red	Electric	Manual	2.8	85,198	88,018	1,711	Low
M3	2,023	North America	White	Petrol	Manual	3.8	180,528	68,939	4,845	Low
3 Series	2,023	North America	Blue	Electric	Automatic	2.1	11,091	102,523	1,222	Low
i3	2,011	Europe	Grey	Electric	Manual	4.5	192,689	67,249	9,421	High
X3	2,024	Middle East	Grey	Petrol	Manual	4.1	3,257	39,491	8,416	High
5 Series	2,021	Africa	Grey	Hybrid	Automatic	3.5	120,718	64,032	3,375	Low
7 Series	2,022	North America	Red	Electric	Automatic	1.9	157,680	109,681	4,471	Low
M3	2,013	Asia	Red	Electric	Automatic	3.9	178,688	93,921	1,582	Low
i3	2,010	North America	Silver	Hybrid	Manual	1.6	43,977	54,143	6,091	Low
X1	2,011	Asia	Blue	Hybrid	Automatic	4.3	128,457	113,975	5,553	Low
5 Series	2,012	North America	Red	Electric	Automatic	2.6	159,044	69,084	5,603	Low
M5	2,016	Asia	Blue	Petrol	Automatic	1.9	72,250	101,798	1,513	Low
X1	2,019	Middle East	Black	Diesel	Manual	2.1	183,465	89,435	743	Low
M5	2,010	Asia	Black	Diesel	Manual	4.9	179,408	99,179	4,023	Low
i3	2,015	Asia	Red	Petrol	Automatic	4.2	108,684	71,546	8,102	High
3 Series	2,012	Europe	Red	Electric	Manual	2.3	176,749	94,523	4,569	Low
M3	2,012	Asia	Grey	Hybrid	Automatic	4.9	151,315	118,705	2,885	Low
M5	2,013	North America	White	Petrol	Manual	2	137,294	63,107	6,935	Low
M5	2,022	South America	Blue	Electric	Automatic	4.1	23,601	34,134	1,559	Low
M5	2,013	Africa	Blue	Hybrid	Manual	3.8	2,722	61,214	7,438	High
M3	2,016	Europe	Blue	Diesel	Manual	4.4	178,198	39,766	6,274	Low
X6	2,012	Asia	Red	Hybrid	Automatic	2.8	52,302	82,806	9,619	High
3 Series	2,017	Europe	White	Hybrid	Manual	2.9	92,302	65,407	7,818	High
5 Series	2,017	North America	Blue	Diesel	Automatic	3.7	154,985	31,932	7,652	High
X6	2,020	North America	Black	Diesel	Manual	2.9	156,635	98,508	8,780	High
7 Series	2,022	Europe	Red	Diesel	Automatic	1.6	37,131	38,813	1,753	Low
X3	2,016	Europe	Silver	Hybrid	Manual	4.1	139,992	90,949	8,085	High
3 Series	2,011	South America	Silver	Diesel	Manual	3.7	124,029	79,071	2,832	Low
X5	2,014	Middle East	Black	Diesel	Automatic	3	152,863	44,435	962	Low
M3	2,015	North America	Black	Hybrid	Manual	2.6	157,028	34,033	5,124	Low
i3	2,021	Middle East	Silver	Diesel	Manual	2.6	146,180	108,007	4,748	Low
X6	2,019	North America	Blue	Diesel	Manual	4.1	63,774	55,571	3,453	Low
X1	2,013	Europe	Silver	Electric	Manual	4.1	76,702	97,661	5,053	Low
i3	2,022	North America	White	Petrol	Automatic	4.4	189,159	34,492	1,981	Low
X3	2,019	Africa	Blue	Diesel	Manual	4.2	45,851	66,849	2,743	Low
X6	2,014	Asia	Red	Petrol	Manual	4.2	24,396	73,087	2,224	Low
i3	2,023	South America	Grey	Petrol	Manual	2.4	71,644	107,293	5,212	Low
i8	2,018	Asia	Silver	Petrol	Automatic	1.9	13,607	78,531	1,618	Low
7 Series	2,020	Europe	White	Petrol	Automatic	4.2	59,163	43,585	7,409	High
M3	2,016	North America	White	Electric	Automatic	1.8	48,675	115,654	6,876	Low
X5	2,011	Asia	Grey	Hybrid	Automatic	4.9	152,908	116,389	179	Low
M5	2,020	Asia	Red	Diesel	Automatic	4.6	45,170	85,404	8,010	High
i8	2,010	Africa	Silver	Electric	Automatic	3.4	79,225	88,710	1,468	Low

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