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	2,014	North America	Silver	Hybrid	Manual	4.7	170,957	42,481	9,305	High
X5	2,013	Middle East	Blue	Electric	Manual	2.6	104,967	55,177	1,406	Low
i8	2,015	Africa	White	Hybrid	Automatic	4.1	56,040	34,856	2,558	Low
M5	2,015	Europe	White	Hybrid	Manual	3.2	26,401	67,419	2,314	Low
3 Series	2,011	North America	Silver	Electric	Manual	4.6	160,396	87,320	750	Low
M5	2,017	Europe	Blue	Hybrid	Automatic	4.3	12,266	112,579	5,517	Low
X1	2,016	South America	Grey	Electric	Automatic	4.7	125,711	56,777	3,728	Low
X3	2,010	South America	White	Hybrid	Manual	2.2	36,643	64,621	6,408	Low
X5	2,014	North America	Grey	Petrol	Automatic	3.8	170,342	83,753	2,697	Low
X1	2,021	Middle East	Grey	Diesel	Manual	4.1	149,204	84,752	6,526	Low
i8	2,015	Europe	Black	Electric	Automatic	4.1	38,736	89,906	5,543	Low
i8	2,013	Europe	Red	Diesel	Automatic	3.3	119,334	95,917	7,216	High
i3	2,011	Europe	Red	Electric	Manual	1.5	183,414	53,557	7,568	High
M5	2,022	North America	Grey	Electric	Manual	2.4	172,468	87,950	1,793	Low
X6	2,023	Europe	Black	Petrol	Manual	2.6	196,129	105,143	2,079	Low
5 Series	2,013	North America	Red	Diesel	Manual	4.5	111,377	62,992	8,643	High
X3	2,010	Asia	Red	Electric	Manual	4.4	157,224	96,685	1,668	Low
7 Series	2,016	Middle East	Black	Petrol	Automatic	1.9	99,816	91,715	7,144	High
7 Series	2,011	Africa	White	Diesel	Automatic	4.8	77,930	64,002	3,033	Low
3 Series	2,022	North America	White	Electric	Automatic	2.1	199,715	104,432	7,377	High
M3	2,011	Middle East	Blue	Petrol	Manual	3	180,726	91,438	7,352	High
i8	2,018	Asia	Blue	Electric	Automatic	2.3	89,348	72,847	7,793	High
X1	2,014	Asia	Silver	Diesel	Automatic	4.5	177,179	57,489	6,117	Low
i8	2,011	Asia	Grey	Petrol	Automatic	4.1	156,592	37,478	8,252	High
i8	2,020	Europe	Grey	Hybrid	Automatic	2.7	82,243	84,128	1,690	Low
M5	2,018	Asia	Silver	Petrol	Automatic	3.9	146,562	101,955	4,384	Low
M3	2,018	South America	Silver	Hybrid	Automatic	2.1	83,872	89,070	6,133	Low
X1	2,010	Middle East	Blue	Diesel	Manual	2.8	102,968	81,511	711	Low
X1	2,020	Africa	Red	Petrol	Manual	2.8	89,267	94,050	5,196	Low
X3	2,012	Africa	Grey	Petrol	Automatic	2.3	182,727	82,594	3,860	Low
X1	2,013	Middle East	Silver	Diesel	Manual	4.6	51,734	118,677	9,064	High
X5	2,023	Africa	Grey	Hybrid	Automatic	3.9	32,325	93,067	8,485	High
X3	2,016	Asia	White	Electric	Automatic	2.5	155,930	119,008	9,728	High
7 Series	2,019	Africa	Silver	Petrol	Manual	2.3	96,597	56,247	8,273	High
X1	2,013	Middle East	Silver	Electric	Manual	1.6	82,337	76,241	9,419	High
i8	2,011	Africa	Red	Hybrid	Automatic	2.7	13,048	46,332	894	Low
M5	2,016	Europe	Silver	Hybrid	Manual	3.3	184,512	118,129	5,591	Low
X3	2,015	Africa	White	Petrol	Automatic	2.5	160,755	108,591	9,932	High
i3	2,012	Europe	White	Hybrid	Manual	4	31,578	101,424	7,448	High
5 Series	2,015	Asia	Blue	Hybrid	Manual	2.9	92,523	74,126	3,362	Low
3 Series	2,020	South America	Silver	Diesel	Manual	2.6	197,144	93,553	1,525	Low
7 Series	2,024	North America	Silver	Diesel	Automatic	4.8	141,389	109,047	8,970	High
3 Series	2,015	Europe	Grey	Hybrid	Automatic	2.4	122,257	110,100	7,462	High
X3	2,021	Europe	Black	Hybrid	Automatic	2.9	99,318	92,691	6,298	Low
i3	2,014	Asia	Red	Hybrid	Manual	2.8	127,441	92,963	6,736	Low
M3	2,013	North America	Silver	Diesel	Automatic	2.3	102,640	113,202	503	Low
3 Series	2,019	Europe	Grey	Electric	Manual	2.3	114,970	38,226	9,492	High
X3	2,021	Asia	Grey	Diesel	Manual	2.6	185,035	109,306	8,279	High
X3	2,024	Middle East	Silver	Hybrid	Manual	4.5	91,831	67,108	9,166	High
i8	2,010	Europe	Black	Electric	Manual	4.2	105,586	38,343	6,539	Low
5 Series	2,019	Asia	White	Electric	Manual	3.9	2,094	91,193	4,092	Low
X6	2,015	North America	Red	Petrol	Automatic	3.1	108,173	67,702	1,873	Low
X5	2,011	Asia	Silver	Diesel	Manual	3.3	194,633	50,628	5,763	Low
X6	2,022	Europe	White	Diesel	Automatic	2.4	157,267	90,985	6,431	Low
X3	2,012	Europe	White	Hybrid	Automatic	1.8	195,745	102,492	4,180	Low
3 Series	2,023	Europe	Grey	Diesel	Manual	2.7	9,668	85,759	4,549	Low
5 Series	2,017	North America	Black	Petrol	Manual	3.2	47,133	110,010	7,701	High
X5	2,019	Asia	Black	Petrol	Automatic	1.7	52,224	57,025	9,097	High
5 Series	2,023	Africa	Silver	Diesel	Manual	1.8	31,257	52,006	6,219	Low
i8	2,023	North America	Black	Hybrid	Automatic	2.4	37,062	92,351	7,160	High
i3	2,015	Asia	Silver	Hybrid	Automatic	2.8	112,902	113,150	463	Low
i3	2,012	Asia	Grey	Diesel	Automatic	2.9	57,939	84,967	2,212	Low
M5	2,016	Europe	Red	Hybrid	Automatic	1.9	190,321	51,568	717	Low
X1	2,013	Middle East	Silver	Hybrid	Automatic	2.3	154,047	77,885	5,732	Low
5 Series	2,023	Africa	White	Petrol	Automatic	2.4	38,934	94,947	5,479	Low
X5	2,018	Europe	Blue	Hybrid	Automatic	1.7	128,430	119,815	7,181	High
3 Series	2,024	North America	Black	Electric	Automatic	2.6	122,063	56,662	8,878	High
X3	2,014	North America	Red	Electric	Automatic	1.8	168	46,781	4,327	Low
3 Series	2,012	Europe	Red	Diesel	Automatic	4	138,053	87,091	381	Low
X5	2,011	South America	Black	Petrol	Automatic	2.9	68,042	86,839	1,067	Low
M5	2,020	Europe	Blue	Petrol	Automatic	2.6	134,476	108,925	6,049	Low
M3	2,011	Asia	Silver	Electric	Automatic	1.9	48,321	35,234	7,842	High
i8	2,012	South America	Red	Electric	Automatic	2.3	25,918	110,722	5,268	Low
i8	2,011	Middle East	White	Diesel	Automatic	2.3	155,532	65,152	1,897	Low
5 Series	2,023	North America	Silver	Hybrid	Automatic	4.9	139,986	102,032	6,138	Low
M5	2,013	Middle East	Blue	Diesel	Automatic	4.4	182,176	45,264	5,078	Low
M5	2,011	Africa	Silver	Diesel	Manual	1.6	126,692	109,513	7,072	High
7 Series	2,019	Asia	Grey	Hybrid	Automatic	3.7	70,006	41,311	4,989	Low
i8	2,018	Europe	Black	Electric	Manual	2.4	173,336	101,924	8,790	High
3 Series	2,011	North America	Silver	Hybrid	Manual	1.9	168,933	76,009	7,518	High
3 Series	2,018	North America	Grey	Hybrid	Manual	4	62,701	116,403	5,711	Low
X1	2,022	Middle East	White	Diesel	Manual	2	143,975	86,620	6,353	Low
5 Series	2,015	Europe	Black	Petrol	Automatic	3.1	112,465	57,883	2,185	Low
M3	2,010	North America	Red	Hybrid	Manual	3.7	136,732	113,954	5,626	Low
M5	2,013	Europe	Grey	Hybrid	Manual	3.4	98,122	48,268	2,287	Low
M5	2,024	Europe	Black	Petrol	Automatic	4.9	123,560	67,333	4,726	Low
X6	2,023	Middle East	Black	Hybrid	Manual	4.3	172,398	72,130	5,367	Low
i8	2,010	Europe	Grey	Electric	Automatic	4.2	174,828	57,283	7,044	High
3 Series	2,023	Europe	Silver	Hybrid	Automatic	2.7	199,254	101,391	3,630	Low
3 Series	2,015	Europe	White	Hybrid	Manual	1.5	50,178	95,161	1,066	Low
M3	2,023	Asia	Black	Electric	Manual	4.1	113,838	70,810	9,592	High
i8	2,022	Africa	Blue	Diesel	Manual	5	68,369	84,941	3,477	Low
X3	2,013	Europe	Grey	Diesel	Manual	2.9	174,392	101,333	6,277	Low
i8	2,012	North America	White	Electric	Manual	4.9	93,107	59,001	8,831	High
i3	2,012	Middle East	Red	Petrol	Manual	2	44,591	116,767	6,040	Low
X3	2,018	Asia	Silver	Diesel	Manual	2.5	86,124	36,810	3,869	Low
X6	2,015	Middle East	White	Hybrid	Manual	2.1	76,683	75,839	1,721	Low
i3	2,018	Africa	Silver	Petrol	Manual	3.2	96,672	61,930	9,881	High
3 Series	2,022	Middle East	Black	Hybrid	Manual	4.3	184,446	53,091	676	Low
X6	2,014	Middle East	Red	Diesel	Automatic	2.7	133,189	57,073	8,854	High

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