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	2,011	South America	Grey	Electric	Manual	3.1	91,252	92,301	4,313	Low
7 Series	2,022	Europe	Red	Electric	Manual	2.6	114,361	48,308	5,626	Low
X3	2,015	Europe	White	Hybrid	Manual	4.2	198,409	49,314	5,811	Low
M3	2,020	North America	Grey	Hybrid	Automatic	4.5	172,488	100,999	3,246	Low
X3	2,017	North America	White	Petrol	Automatic	2.5	80,455	109,628	1,917	Low
5 Series	2,012	Europe	Red	Hybrid	Automatic	4.3	191,181	50,141	8,389	High
X1	2,012	Asia	Grey	Hybrid	Automatic	2.9	31,222	51,213	4,648	Low
X1	2,012	South America	Blue	Hybrid	Manual	3.2	28,288	89,554	9,233	High
M5	2,010	Africa	Red	Diesel	Automatic	2.3	117,321	93,060	1,202	Low
i8	2,018	South America	White	Petrol	Automatic	3.7	55,811	62,505	6,256	Low
X6	2,014	Europe	Blue	Diesel	Automatic	1.9	136,145	95,141	3,887	Low
X3	2,018	Europe	Black	Electric	Manual	3.6	120,797	81,629	8,261	High
i8	2,014	Africa	Blue	Petrol	Manual	5	41,000	34,414	2,004	Low
X1	2,016	North America	Red	Petrol	Automatic	4.1	11,353	96,552	4,519	Low
X6	2,010	South America	Grey	Hybrid	Automatic	4.6	72,077	50,861	9,941	High
3 Series	2,018	Europe	Black	Petrol	Manual	3.1	135,580	104,998	6,610	Low
X1	2,010	South America	Red	Electric	Automatic	2	17,916	118,608	8,755	High
X3	2,024	Middle East	Blue	Petrol	Automatic	2.5	105,585	100,717	9,287	High
X1	2,013	South America	White	Diesel	Manual	1.7	2,041	66,625	1,480	Low
X5	2,016	North America	Grey	Petrol	Automatic	3.3	64,371	74,315	4,069	Low
X1	2,020	Africa	Black	Electric	Automatic	3.8	99,927	49,078	9,939	High
5 Series	2,024	Middle East	Blue	Petrol	Automatic	3	22,754	76,179	6,276	Low
i8	2,021	North America	Blue	Petrol	Manual	3.5	186,147	44,506	4,825	Low
X5	2,018	Asia	Black	Petrol	Manual	2.6	34,014	57,299	5,478	Low
3 Series	2,010	North America	Red	Petrol	Automatic	1.8	130,745	101,416	4,889	Low
X1	2,021	Africa	Silver	Hybrid	Manual	3	81,038	36,056	9,011	High
X5	2,023	South America	Blue	Electric	Manual	3.4	51,590	96,921	2,352	Low
X6	2,022	Asia	Silver	Diesel	Manual	4.9	91,362	39,620	9,695	High
i3	2,020	Europe	Black	Hybrid	Automatic	2.7	66,667	101,589	656	Low
X3	2,024	Europe	Black	Diesel	Manual	3.9	10,409	83,493	3,638	Low
i3	2,022	Europe	Red	Diesel	Manual	4.4	174,817	43,311	5,201	Low
X3	2,015	Asia	Silver	Electric	Automatic	2.7	113,688	94,801	1,159	Low
5 Series	2,020	Africa	Grey	Diesel	Automatic	4.8	130,623	41,271	9,218	High
M3	2,019	Europe	Silver	Diesel	Manual	2.7	118,533	80,663	351	Low
X3	2,020	Middle East	Silver	Diesel	Manual	4.9	109,571	37,761	1,470	Low
i8	2,024	Europe	Red	Diesel	Automatic	1.5	29,761	79,850	1,138	Low
3 Series	2,014	South America	Blue	Electric	Automatic	3.7	141,694	70,530	1,884	Low
X1	2,012	Middle East	Red	Electric	Manual	4.3	147,686	96,132	1,079	Low
X6	2,019	Europe	Red	Petrol	Manual	2.5	67,085	106,121	9,296	High
X5	2,011	South America	Silver	Electric	Manual	1.9	126,851	92,356	4,984	Low
i8	2,010	North America	Blue	Hybrid	Manual	1.6	147,234	99,999	5,340	Low
M3	2,024	Middle East	White	Diesel	Automatic	1.8	36,089	44,083	3,544	Low
7 Series	2,011	Middle East	Black	Hybrid	Automatic	3.4	50,298	81,976	874	Low
M3	2,021	North America	Grey	Electric	Automatic	4.4	11,889	64,738	9,794	High
i3	2,022	Middle East	Grey	Diesel	Manual	1.7	175,265	61,159	2,882	Low
M3	2,013	Asia	Blue	Diesel	Automatic	1.9	49,305	35,049	2,287	Low
X5	2,015	Europe	White	Petrol	Automatic	1.5	12,010	111,731	1,935	Low
i8	2,021	North America	Black	Hybrid	Automatic	2.5	109,542	96,238	5,634	Low
X5	2,014	Asia	White	Electric	Manual	4.7	139,575	108,370	528	Low
X6	2,023	North America	White	Petrol	Manual	2.5	39,363	119,909	598	Low
5 Series	2,013	North America	Red	Electric	Automatic	3	112,887	86,591	5,010	Low
i3	2,017	Middle East	Grey	Electric	Manual	2.1	130,125	59,776	7,112	High
3 Series	2,021	North America	Red	Petrol	Automatic	1.9	124,106	54,006	2,754	Low
i8	2,016	Middle East	White	Diesel	Automatic	2.1	132,482	47,730	8,218	High
i8	2,023	Africa	Black	Petrol	Manual	2.2	91,513	88,147	6,226	Low
X1	2,013	South America	Silver	Petrol	Automatic	2	105,607	94,035	5,959	Low
M3	2,019	Europe	Blue	Diesel	Manual	4.3	70,571	86,117	4,206	Low
X5	2,022	Africa	Grey	Diesel	Automatic	3.2	19,289	59,368	5,753	Low
7 Series	2,022	Europe	Blue	Petrol	Automatic	3.4	109,821	82,463	1,265	Low
X3	2,014	South America	Black	Electric	Manual	2.8	41,604	117,888	8,075	High
X1	2,021	South America	Grey	Hybrid	Automatic	2.2	6,329	39,909	7,915	High
X5	2,019	Asia	Black	Electric	Manual	1.8	55,253	60,982	6,545	Low
X3	2,014	South America	White	Electric	Automatic	1.8	50,125	55,347	4,881	Low
i3	2,012	South America	Grey	Hybrid	Automatic	2.1	192,523	76,189	7,104	High
7 Series	2,022	Middle East	Blue	Diesel	Automatic	4.5	72,958	81,322	4,275	Low
X5	2,018	North America	White	Petrol	Automatic	2.3	22,722	115,513	1,504	Low
X1	2,020	North America	Grey	Hybrid	Automatic	2.7	171,756	109,438	1,848	Low
X3	2,014	South America	Black	Hybrid	Automatic	3.5	34,909	49,350	6,481	Low
7 Series	2,021	Asia	Black	Diesel	Automatic	3.3	163,859	59,582	130	Low
M5	2,022	Asia	Red	Diesel	Automatic	3.8	61,826	59,110	4,458	Low
i8	2,019	Middle East	Blue	Diesel	Manual	2.2	1,312	117,926	7,015	High
5 Series	2,011	Middle East	Black	Diesel	Automatic	3.3	40,396	110,593	3,073	Low
7 Series	2,022	South America	Silver	Petrol	Automatic	4.2	95,213	95,100	4,121	Low
X1	2,024	Europe	Silver	Hybrid	Manual	2.9	184,977	97,747	4,025	Low
i3	2,013	Africa	Silver	Petrol	Manual	4.9	139,850	58,684	156	Low
M5	2,021	South America	Grey	Petrol	Automatic	3.5	107,929	104,232	736	Low
M5	2,013	Africa	Red	Petrol	Manual	3.9	59,398	109,924	1,760	Low
M3	2,014	North America	White	Petrol	Automatic	3.1	70,528	78,728	8,304	High
M5	2,017	South America	Silver	Electric	Manual	4.5	82,676	49,484	9,281	High
M3	2,014	South America	Red	Petrol	Automatic	3.1	30,091	82,963	9,032	High
5 Series	2,010	South America	Grey	Electric	Automatic	4.8	92,528	67,740	422	Low
M5	2,011	Asia	Silver	Petrol	Automatic	2.6	181,349	111,373	8,811	High
5 Series	2,024	North America	Silver	Electric	Manual	4.5	26,192	90,051	5,470	Low
i3	2,012	Africa	Silver	Electric	Manual	3.7	96,126	83,051	9,954	High
5 Series	2,012	Middle East	Blue	Diesel	Automatic	4.3	86,481	76,436	6,705	Low
5 Series	2,019	North America	Silver	Hybrid	Automatic	1.6	81,527	64,191	7,461	High
X6	2,015	North America	Blue	Electric	Manual	2.5	65,046	70,118	2,339	Low
3 Series	2,018	South America	Blue	Hybrid	Manual	4.5	131,034	93,622	7,302	High
5 Series	2,019	North America	Silver	Hybrid	Manual	2.6	113,256	63,554	300	Low
X3	2,010	Asia	Blue	Diesel	Manual	4	12,598	78,345	6,481	Low
X6	2,015	South America	White	Hybrid	Manual	5	151,054	109,213	4,462	Low
3 Series	2,018	North America	Red	Hybrid	Manual	2.1	21,291	37,457	5,336	Low
5 Series	2,013	Europe	Grey	Diesel	Automatic	3	174,308	61,897	6,442	Low
i3	2,019	North America	Silver	Diesel	Manual	2.1	106,692	58,311	7,154	High
X6	2,012	Europe	Grey	Diesel	Automatic	2	173,928	47,759	8,609	High
X6	2,022	South America	White	Electric	Manual	3.7	173,374	51,418	5,658	Low
5 Series	2,015	Asia	Grey	Hybrid	Automatic	2.2	19,684	97,596	4,254	Low
3 Series	2,015	Europe	Red	Hybrid	Manual	3.2	112,658	81,725	8,348	High
X1	2,022	Middle East	Black	Electric	Manual	4.9	132,788	45,928	5,599	Low
i8	2,011	Middle East	Black	Diesel	Automatic	2.7	108,763	99,951	8,030	High

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