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
i8	2,021	Asia	Red	Electric	Automatic	1.5	134,515	71,887	3,704	Low
7 Series	2,022	North America	Grey	Hybrid	Automatic	4.4	168,440	53,422	5,399	Low
3 Series	2,018	North America	Silver	Hybrid	Manual	2	199,248	56,243	4,676	Low
i8	2,012	South America	Black	Petrol	Automatic	2.7	185,340	52,081	3,273	Low
X5	2,016	North America	Blue	Hybrid	Manual	2.9	192,955	80,481	3,013	Low
3 Series	2,022	Africa	Red	Diesel	Manual	3.9	168,974	47,112	8,467	High
i8	2,010	Asia	White	Electric	Automatic	1.8	189,382	36,610	7,136	High
X6	2,017	Asia	White	Petrol	Automatic	4.4	3,113	63,197	7,009	High
X1	2,017	Africa	Red	Petrol	Automatic	4.8	56,143	60,293	6,233	Low
7 Series	2,022	Middle East	Red	Electric	Manual	4.8	160,437	98,811	4,811	Low
7 Series	2,012	South America	Grey	Hybrid	Automatic	1.8	73,280	64,788	8,652	High
3 Series	2,021	Africa	Blue	Diesel	Automatic	4.7	104,719	40,098	131	Low
X6	2,024	Europe	Black	Diesel	Manual	3.5	112,227	73,996	8,875	High
M3	2,014	South America	Blue	Hybrid	Manual	4	88,233	85,192	6,993	Low
i8	2,013	Middle East	White	Hybrid	Automatic	4.8	120,384	65,026	4,182	Low
M3	2,016	Africa	Red	Hybrid	Automatic	3.8	15,474	63,645	9,090	High
7 Series	2,020	Asia	White	Hybrid	Manual	3.1	33,792	106,874	4,487	Low
5 Series	2,016	South America	Grey	Petrol	Manual	3.3	102,896	30,793	3,002	Low
7 Series	2,020	Middle East	Black	Diesel	Automatic	3.9	195,962	48,370	6,719	Low
7 Series	2,017	Asia	Grey	Hybrid	Manual	4.8	191,164	108,774	5,087	Low
M5	2,014	Middle East	Silver	Hybrid	Automatic	4.6	151,396	36,535	1,572	Low
3 Series	2,022	Europe	White	Electric	Automatic	3.5	94,933	87,152	4,713	Low
3 Series	2,020	Africa	Grey	Electric	Automatic	2.2	147,163	72,045	5,155	Low
X1	2,014	South America	Red	Electric	Manual	2.7	88,305	51,076	7,237	High
M3	2,017	Africa	Black	Diesel	Manual	2.8	119,970	101,589	1,480	Low
X5	2,014	Middle East	Blue	Electric	Automatic	2.5	38,319	64,613	8,306	High
X3	2,022	Africa	White	Diesel	Manual	4.1	122,378	112,970	1,293	Low
5 Series	2,023	North America	Red	Hybrid	Automatic	4.4	78,736	34,988	364	Low
X6	2,022	Africa	Silver	Electric	Manual	2.6	101,158	84,904	6,309	Low
M5	2,010	North America	Grey	Electric	Manual	4.5	180,516	56,976	2,989	Low
X3	2,020	Asia	Red	Petrol	Automatic	4.1	79,710	76,190	6,098	Low
M5	2,012	Asia	Black	Petrol	Manual	3	45,096	103,794	4,640	Low
M5	2,011	North America	Silver	Petrol	Automatic	3.9	173,110	66,751	6,526	Low
M5	2,021	South America	Grey	Electric	Automatic	4.2	158,141	31,474	722	Low
X5	2,019	South America	Black	Electric	Automatic	3.5	33,135	72,046	7,040	High
7 Series	2,014	Africa	Blue	Petrol	Automatic	3.1	181,408	41,172	4,591	Low
7 Series	2,022	Asia	Black	Hybrid	Manual	1.9	127,281	78,784	7,107	High
M3	2,017	North America	Grey	Diesel	Automatic	1.5	161,189	118,395	6,933	Low
3 Series	2,024	Europe	Blue	Hybrid	Automatic	4.8	185,761	96,088	4,754	Low
7 Series	2,018	Europe	Grey	Diesel	Manual	2.4	3,917	87,056	5,229	Low
5 Series	2,018	Africa	Black	Petrol	Automatic	3.8	62,079	112,365	1,105	Low
3 Series	2,010	Africa	Black	Electric	Automatic	4.8	62,371	106,465	1,647	Low
X3	2,010	Middle East	White	Electric	Manual	4.4	89,614	72,762	7,067	High
i8	2,010	Asia	Blue	Petrol	Automatic	1.9	175,544	103,277	8,842	High
X5	2,010	Middle East	Silver	Diesel	Automatic	4.3	73,672	60,204	1,956	Low
i8	2,018	South America	Grey	Hybrid	Automatic	4	22,093	70,977	2,394	Low
M3	2,010	South America	Black	Diesel	Automatic	2.7	54,252	98,234	3,092	Low
X6	2,016	Africa	Blue	Petrol	Automatic	3.9	175,708	104,972	4,360	Low
X6	2,015	Middle East	White	Electric	Automatic	4.4	174,040	43,278	5,490	Low
X1	2,018	Africa	Grey	Electric	Manual	2.5	155,971	84,615	6,401	Low
X1	2,020	Asia	Silver	Diesel	Manual	4.5	118,623	48,066	5,191	Low
i8	2,018	Africa	Red	Electric	Automatic	1.8	196,127	85,824	5,026	Low
3 Series	2,013	Europe	Silver	Electric	Manual	3.3	52,034	53,179	1,988	Low
X1	2,018	Middle East	White	Electric	Automatic	2.3	191,877	62,735	7,451	High
X5	2,023	Asia	Silver	Hybrid	Automatic	4	52,626	118,257	534	Low
M5	2,024	Europe	Black	Diesel	Automatic	2.1	74,384	78,423	5,533	Low
X1	2,022	North America	Blue	Petrol	Manual	2.7	68,731	32,484	4,721	Low
X3	2,023	Asia	Blue	Diesel	Manual	1.9	57,391	72,142	5,786	Low
X3	2,015	Asia	Black	Hybrid	Manual	4.3	158,399	111,958	9,017	High
i3	2,014	Africa	Blue	Hybrid	Automatic	2	164,740	90,353	9,675	High
7 Series	2,018	Africa	Black	Hybrid	Automatic	4	121,468	83,976	834	Low
X3	2,024	Europe	Red	Diesel	Automatic	4	120,154	46,259	5,200	Low
M5	2,016	North America	Red	Electric	Automatic	2	153,891	47,124	4,833	Low
X5	2,018	Europe	Blue	Electric	Manual	3.5	29,624	96,740	785	Low
M3	2,014	Middle East	Blue	Petrol	Automatic	3.2	84,436	30,698	7,960	High
i8	2,013	Africa	Blue	Hybrid	Automatic	3.6	66,031	69,910	4,326	Low
X5	2,019	Middle East	Red	Petrol	Manual	4.8	38,495	37,233	5,959	Low
i8	2,012	South America	Blue	Electric	Manual	1.8	145,450	105,476	9,031	High
i3	2,014	Africa	Silver	Diesel	Manual	4.4	187,632	79,521	406	Low
7 Series	2,018	Middle East	White	Petrol	Manual	4.5	58,702	69,904	288	Low
M3	2,012	North America	Grey	Diesel	Manual	1.9	63,617	37,503	7,132	High
X6	2,010	Asia	Black	Petrol	Automatic	3.8	91,564	49,855	2,567	Low
M5	2,011	South America	Red	Electric	Manual	4	79,173	108,839	1,831	Low
M5	2,019	Middle East	Black	Hybrid	Manual	3.4	83,418	102,939	1,757	Low
X1	2,014	Africa	Black	Petrol	Automatic	3.3	123,604	118,807	9,207	High
M3	2,012	South America	Red	Diesel	Automatic	2.6	52,641	38,892	160	Low
5 Series	2,015	Middle East	Blue	Electric	Automatic	3.9	30,587	30,134	342	Low
X6	2,024	Middle East	Grey	Hybrid	Manual	2.5	63,509	49,288	6,955	Low
X3	2,024	North America	Red	Electric	Automatic	3.1	137,735	37,613	6,112	Low
M5	2,020	Europe	White	Electric	Automatic	4.5	16,915	99,106	8,944	High
i3	2,017	Asia	Red	Hybrid	Manual	1.8	33,721	96,856	5,584	Low
M3	2,015	Middle East	Red	Hybrid	Manual	3.3	84,517	112,169	786	Low
7 Series	2,019	South America	Black	Electric	Manual	3.2	54,664	94,083	4,737	Low
M3	2,018	Middle East	Silver	Diesel	Manual	2.8	118,858	84,035	8,068	High
3 Series	2,024	Africa	Silver	Hybrid	Manual	3.6	114,040	73,792	7,965	High
M5	2,015	Asia	Silver	Hybrid	Manual	1.6	84,157	43,765	4,760	Low
3 Series	2,023	Asia	Blue	Petrol	Automatic	3.2	60,533	96,351	2,044	Low
M3	2,014	Africa	Silver	Electric	Manual	3.2	196,955	108,215	2,522	Low
i8	2,013	North America	Red	Diesel	Automatic	3.3	90,736	77,611	3,699	Low
7 Series	2,011	Middle East	Grey	Petrol	Manual	2.2	37,027	50,354	2,791	Low
5 Series	2,015	Europe	Black	Electric	Automatic	2.2	166,420	31,466	3,783	Low
X5	2,011	South America	Blue	Hybrid	Automatic	3.8	49,089	40,897	3,634	Low
i8	2,014	North America	Grey	Hybrid	Automatic	1.8	191,046	100,503	6,486	Low
X3	2,010	North America	Black	Hybrid	Manual	2.6	29,555	116,339	1,025	Low
X6	2,012	Middle East	Blue	Diesel	Automatic	4.4	115,939	104,890	8,168	High
X1	2,019	Africa	White	Diesel	Automatic	1.9	64,056	34,382	8,227	High
X5	2,014	Africa	Blue	Diesel	Manual	3.1	7,013	47,171	3,698	Low
i3	2,022	Asia	Red	Diesel	Manual	3.8	175,336	59,624	9,566	High
3 Series	2,022	Middle East	Red	Diesel	Manual	2	111,193	117,499	9,988	High
7 Series	2,016	South America	Silver	Diesel	Automatic	2.6	119,382	81,961	5,410	Low

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