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
i3	2,011	South America	Grey	Petrol	Manual	4.5	76,729	91,036	1,799	Low
3 Series	2,018	North America	White	Hybrid	Manual	2.3	145,658	111,084	9,238	High
i3	2,021	Europe	Black	Petrol	Manual	3.1	133,711	53,651	4,163	Low
M5	2,022	Asia	Grey	Petrol	Manual	3.7	54,112	34,846	9,583	High
M3	2,012	Middle East	Silver	Electric	Automatic	4.9	180,903	102,499	6,750	Low
M3	2,018	Asia	Black	Hybrid	Automatic	3.9	28,051	115,091	2,406	Low
7 Series	2,022	Middle East	Grey	Diesel	Manual	4.6	123,556	81,932	1,207	Low
7 Series	2,024	Middle East	Red	Hybrid	Manual	4.5	81,439	110,997	7,340	High
i8	2,014	Middle East	Black	Electric	Manual	3.5	35,401	78,163	3,279	Low
7 Series	2,015	Africa	Blue	Diesel	Manual	4.6	131,471	65,636	6,053	Low
X1	2,011	South America	Red	Hybrid	Manual	2.8	176,004	59,187	3,004	Low
i8	2,017	Asia	Red	Diesel	Manual	2.8	196,479	119,761	335	Low
X6	2,020	Europe	White	Diesel	Automatic	4.2	91,923	45,018	1,948	Low
i3	2,018	South America	Blue	Hybrid	Manual	2	184,375	37,993	8,998	High
i8	2,011	Middle East	Black	Hybrid	Manual	2.6	25,898	31,716	4,648	Low
5 Series	2,015	Africa	Silver	Petrol	Automatic	3.6	171,902	116,612	2,228	Low
i8	2,015	Middle East	Black	Petrol	Automatic	3	131,061	99,821	3,003	Low
i3	2,017	Europe	White	Electric	Automatic	4.8	122,938	115,849	1,174	Low
X1	2,019	Asia	Silver	Diesel	Manual	4.9	73,811	90,735	3,818	Low
X6	2,021	Europe	Red	Hybrid	Manual	3.3	199,564	108,217	6,258	Low
X6	2,014	Europe	Grey	Petrol	Manual	3.4	55,698	36,328	880	Low
i3	2,018	South America	White	Petrol	Manual	4	40,043	82,682	2,926	Low
X6	2,010	Asia	Blue	Hybrid	Automatic	3.1	82,929	77,168	9,251	High
5 Series	2,018	Middle East	Grey	Electric	Automatic	2.2	158,670	83,209	2,027	Low
X6	2,019	Asia	Grey	Diesel	Automatic	4.1	80,677	113,469	388	Low
5 Series	2,016	North America	Grey	Electric	Manual	4.1	48,794	91,415	1,534	Low
X1	2,013	Africa	Red	Hybrid	Automatic	2.4	73,065	95,643	9,747	High
7 Series	2,012	Asia	Silver	Diesel	Automatic	4.4	29,648	36,402	1,671	Low
7 Series	2,023	Asia	Blue	Electric	Manual	3.6	152,521	51,460	9,592	High
M3	2,019	South America	Silver	Diesel	Automatic	2.3	199,971	106,201	6,739	Low
M3	2,024	Europe	Red	Hybrid	Manual	3.8	97,895	31,713	3,911	Low
M3	2,020	South America	Grey	Diesel	Manual	2.3	152,114	40,215	4,853	Low
X1	2,023	Africa	White	Electric	Manual	2.4	23,409	71,423	9,585	High
7 Series	2,015	Africa	Silver	Petrol	Manual	4.5	67,610	83,566	8,637	High
X6	2,021	South America	Red	Electric	Automatic	4.8	9,525	44,977	7,881	High
3 Series	2,022	Asia	Blue	Hybrid	Manual	2.4	37,787	113,014	5,059	Low
X3	2,010	South America	Blue	Electric	Automatic	4.7	45,894	85,939	3,282	Low
X3	2,012	Africa	Grey	Electric	Manual	2.3	118,535	75,371	7,768	High
X6	2,011	Middle East	Red	Diesel	Manual	1.9	44,046	80,981	4,263	Low
3 Series	2,020	Europe	Black	Diesel	Automatic	1.7	10,216	62,999	2,284	Low
i8	2,022	South America	Blue	Electric	Automatic	2.3	132,380	44,727	7,788	High
i8	2,018	Africa	Red	Electric	Manual	2.8	66,278	77,928	5,780	Low
X6	2,012	North America	Red	Hybrid	Manual	4.7	30,920	59,491	2,325	Low
5 Series	2,022	Middle East	Red	Electric	Automatic	2.3	182,163	107,154	5,333	Low
i3	2,011	Middle East	Silver	Hybrid	Automatic	2.8	158,912	56,697	4,350	Low
X6	2,013	Europe	Silver	Petrol	Manual	4.1	151,046	105,131	3,500	Low
X5	2,024	North America	Red	Diesel	Automatic	2.6	64,673	33,821	2,432	Low
X1	2,023	North America	Silver	Petrol	Manual	3.9	10,237	84,973	6,597	Low
3 Series	2,011	Asia	Black	Hybrid	Automatic	3	13,103	32,124	656	Low
M5	2,010	Africa	Silver	Electric	Automatic	2.2	48,024	92,864	309	Low
M5	2,015	Asia	Grey	Diesel	Automatic	4.1	112,487	86,635	4,884	Low
M5	2,024	South America	Black	Electric	Automatic	1.6	81,704	69,442	4,852	Low
X5	2,019	Europe	White	Diesel	Automatic	2.5	34,893	46,946	2,594	Low
M3	2,017	North America	Grey	Petrol	Manual	2.7	182,666	78,922	7,467	High
X3	2,019	Asia	Grey	Petrol	Automatic	3.1	30,475	60,794	142	Low
X3	2,019	South America	Red	Hybrid	Manual	3.9	108,242	58,302	4,053	Low
3 Series	2,011	Africa	Grey	Petrol	Automatic	3.1	162,473	73,523	1,750	Low
5 Series	2,023	Europe	Red	Petrol	Automatic	3.6	129,243	108,354	6,435	Low
X1	2,018	Europe	Black	Hybrid	Manual	3.6	7,220	93,741	4,156	Low
3 Series	2,024	Middle East	White	Electric	Manual	2.8	159,644	38,511	9,350	High
X3	2,022	Europe	Black	Petrol	Manual	4.8	133,676	109,516	5,432	Low
X3	2,012	Europe	Red	Hybrid	Manual	4.8	181,346	114,868	4,080	Low
3 Series	2,017	South America	Grey	Hybrid	Automatic	3.5	27,670	116,299	9,995	High
i8	2,021	Middle East	Grey	Petrol	Manual	1.8	72,635	52,687	1,716	Low
X5	2,017	Africa	Silver	Electric	Manual	3.2	9,295	115,864	1,680	Low
M5	2,024	Asia	White	Petrol	Automatic	2.1	160,484	94,524	6,789	Low
X6	2,012	Middle East	Grey	Diesel	Manual	3.2	68,155	66,890	368	Low
X6	2,012	Middle East	Blue	Diesel	Manual	2.2	160,788	99,046	242	Low
7 Series	2,021	Middle East	Grey	Diesel	Manual	4	175,674	56,257	6,197	Low
3 Series	2,024	Asia	Silver	Petrol	Automatic	1.8	113,831	105,613	4,078	Low
i8	2,015	South America	Black	Petrol	Automatic	4.8	12,516	80,080	3,215	Low
5 Series	2,010	Africa	Silver	Electric	Manual	2.2	30,616	78,877	9,575	High
3 Series	2,013	Europe	Grey	Diesel	Automatic	3.8	125,967	118,873	7,812	High
5 Series	2,010	Africa	Black	Hybrid	Automatic	4.7	125,912	107,024	3,730	Low
M5	2,023	Middle East	Black	Diesel	Manual	2.4	139,074	42,848	5,723	Low
i8	2,012	North America	White	Petrol	Manual	4.8	154,818	82,689	2,370	Low
X1	2,018	Middle East	Black	Electric	Automatic	2.9	74,282	106,989	4,283	Low
X5	2,023	Europe	Red	Electric	Automatic	4.9	163,763	66,564	4,395	Low
X1	2,023	North America	Red	Hybrid	Automatic	4.9	163,902	45,356	9,624	High
X3	2,014	South America	Red	Petrol	Automatic	2.2	107,883	91,548	2,756	Low
X6	2,021	Europe	White	Petrol	Manual	4.4	44,568	81,052	8,564	High
M3	2,014	Africa	Silver	Diesel	Automatic	2.2	5,413	104,513	3,493	Low
7 Series	2,020	Europe	Black	Electric	Automatic	2.3	51,892	45,519	2,304	Low
5 Series	2,013	South America	Blue	Petrol	Automatic	1.8	132,831	105,685	9,384	High
7 Series	2,012	Europe	Silver	Hybrid	Manual	2	33,372	93,968	6,987	Low
5 Series	2,014	North America	Blue	Hybrid	Manual	3.7	52,168	42,859	7,512	High
M5	2,024	Africa	Blue	Hybrid	Manual	3.1	22,921	39,807	9,239	High
M3	2,023	Africa	White	Electric	Manual	4.3	51,638	102,695	1,104	Low
M5	2,020	North America	Grey	Diesel	Automatic	2.7	24,461	90,520	3,317	Low
M3	2,013	Africa	Grey	Petrol	Automatic	4.9	185,852	36,298	8,878	High
X3	2,017	Africa	Black	Hybrid	Automatic	1.7	112,110	92,364	9,215	High
i3	2,013	Asia	Blue	Hybrid	Manual	1.7	102,758	114,997	3,965	Low
X1	2,020	Africa	Grey	Diesel	Automatic	4	10,052	56,473	3,095	Low
i8	2,021	Middle East	Silver	Diesel	Automatic	4.6	70,470	112,946	6,947	Low
X6	2,017	South America	Black	Hybrid	Automatic	4.3	131,431	89,510	8,671	High
3 Series	2,015	Asia	Silver	Diesel	Automatic	3.2	192,309	78,486	9,465	High
5 Series	2,024	Middle East	Red	Diesel	Manual	2.4	168,759	73,782	9,167	High
i3	2,023	South America	Black	Petrol	Manual	1.5	63,118	117,879	2,344	Low
i3	2,021	Africa	Red	Diesel	Manual	3.3	42,365	66,313	6,801	Low
i8	2,020	Middle East	Silver	Electric	Manual	3.2	178,387	64,206	6,097	Low

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