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
7 Series	2,022	Europe	White	Petrol	Manual	2.6	79,791	65,094	8,035	High
X3	2,018	Middle East	Grey	Diesel	Automatic	3.1	14,849	81,875	3,445	Low
M5	2,024	Europe	Blue	Diesel	Manual	2.3	97,568	77,872	3,749	Low
X5	2,016	Middle East	Silver	Hybrid	Automatic	4.2	191,142	60,819	2,420	Low
M5	2,018	North America	Red	Diesel	Automatic	1.7	20,022	53,115	5,639	Low
i8	2,022	Europe	Red	Electric	Automatic	4	182,258	88,610	7,141	High
X5	2,019	Africa	White	Electric	Automatic	2.8	10,014	102,789	6,094	Low
X3	2,012	Africa	Black	Hybrid	Automatic	1.6	29,721	51,563	6,544	Low
3 Series	2,012	Africa	Grey	Hybrid	Automatic	4.5	747	51,045	7,331	High
X6	2,010	Africa	Blue	Diesel	Automatic	3.2	92,895	36,692	9,481	High
i3	2,014	Africa	Blue	Hybrid	Manual	3.6	113,968	109,767	882	Low
X1	2,024	South America	Black	Diesel	Manual	4.1	132,411	68,981	9,077	High
M5	2,013	North America	Red	Diesel	Automatic	3.8	155,888	107,763	2,122	Low
M3	2,011	South America	Red	Petrol	Manual	4.1	9,009	60,387	5,383	Low
i3	2,018	Europe	Black	Petrol	Manual	4.2	41,081	84,951	5,489	Low
3 Series	2,012	Africa	Black	Hybrid	Manual	3.6	7,867	93,270	4,028	Low
X5	2,024	Europe	White	Hybrid	Manual	2.8	159,379	103,812	3,386	Low
3 Series	2,017	Asia	Black	Diesel	Manual	2.4	191,415	53,836	8,340	High
i8	2,015	North America	Blue	Diesel	Manual	4.7	34,676	99,672	5,747	Low
X5	2,023	North America	Black	Hybrid	Manual	4.9	120,494	57,674	8,963	High
X5	2,022	North America	Black	Diesel	Automatic	2.8	45,057	50,197	5,254	Low
M5	2,014	Asia	White	Petrol	Automatic	1.9	156,902	104,956	5,060	Low
X3	2,010	Africa	Red	Hybrid	Manual	2.3	21,495	31,084	4,974	Low
5 Series	2,013	Europe	Black	Electric	Manual	3.8	197,182	65,415	4,091	Low
i8	2,012	Europe	Silver	Petrol	Manual	2.1	152,940	41,281	3,284	Low
i8	2,010	Asia	Red	Diesel	Manual	4.2	197,836	118,139	537	Low
7 Series	2,021	Middle East	Red	Diesel	Manual	4.7	72,668	67,952	2,695	Low
X1	2,024	South America	Blue	Diesel	Automatic	4.9	149,950	98,197	748	Low
X6	2,014	North America	Black	Petrol	Manual	1.5	65,842	87,244	4,715	Low
3 Series	2,015	Middle East	Blue	Hybrid	Manual	4.9	124,457	53,629	5,335	Low
X6	2,011	Africa	Red	Diesel	Automatic	4.1	152,839	54,483	2,907	Low
X5	2,024	Asia	Red	Hybrid	Automatic	1.8	119,577	71,194	2,037	Low
i8	2,023	Asia	Silver	Hybrid	Automatic	3	5,045	78,911	1,248	Low
i3	2,012	Asia	White	Hybrid	Automatic	4	10,313	30,165	6,450	Low
7 Series	2,020	North America	White	Diesel	Automatic	4.8	192,421	59,515	467	Low
i3	2,023	Middle East	Silver	Electric	Automatic	2.1	167,095	97,722	1,287	Low
X1	2,024	Asia	Black	Petrol	Automatic	1.9	52,288	87,940	3,431	Low
M5	2,015	Africa	Black	Diesel	Automatic	3.2	187,562	35,138	5,474	Low
7 Series	2,013	Asia	White	Petrol	Automatic	4.9	191,010	112,594	7,179	High
M5	2,018	Asia	Black	Hybrid	Manual	4.9	27,843	30,005	6,316	Low
X1	2,014	Middle East	Grey	Petrol	Manual	2.3	172,119	48,005	9,972	High
X3	2,013	Middle East	Blue	Petrol	Automatic	2.6	105,782	106,662	3,059	Low
X3	2,011	North America	White	Petrol	Automatic	4.7	90,879	77,191	9,124	High
X3	2,015	Africa	Grey	Hybrid	Automatic	4.1	53,584	116,137	4,962	Low
i3	2,019	Asia	White	Electric	Automatic	4.9	36,154	93,388	6,885	Low
5 Series	2,011	Africa	Black	Petrol	Automatic	4.6	18,899	67,590	8,870	High
X5	2,021	Asia	Black	Diesel	Manual	2.3	27,174	99,403	1,229	Low
5 Series	2,022	Africa	White	Petrol	Manual	4.2	71,531	37,378	9,229	High
X3	2,016	Europe	Grey	Hybrid	Manual	1.7	146,973	104,540	6,396	Low
3 Series	2,012	South America	Grey	Petrol	Automatic	4.4	115,653	109,749	4,054	Low
X3	2,018	North America	Blue	Petrol	Manual	3.6	154,906	54,276	3,877	Low
i8	2,020	Asia	White	Hybrid	Automatic	4.8	114,820	103,240	9,111	High
X1	2,014	South America	Silver	Hybrid	Manual	4.9	189,081	52,055	5,369	Low
5 Series	2,017	Europe	Blue	Hybrid	Automatic	1.7	133,027	59,885	5,495	Low
X3	2,020	Asia	Blue	Diesel	Automatic	2.1	49,034	50,658	8,208	High
M5	2,015	Asia	White	Electric	Automatic	3.2	161,525	58,139	5,356	Low
i3	2,023	Asia	Silver	Electric	Automatic	4.6	4,969	47,238	213	Low
i8	2,021	Middle East	White	Diesel	Manual	4.4	94,614	52,274	7,487	High
X1	2,019	South America	Red	Hybrid	Automatic	4.9	60,290	87,830	5,394	Low
M3	2,017	Middle East	Silver	Petrol	Automatic	3.7	14,833	88,471	9,389	High
7 Series	2,022	Africa	Black	Electric	Automatic	2.4	156,878	55,291	3,172	Low
X5	2,022	Asia	White	Petrol	Automatic	1.6	77,753	89,410	9,150	High
X1	2,020	Asia	Blue	Electric	Manual	2.3	1,579	55,473	6,143	Low
i8	2,021	Europe	White	Diesel	Automatic	3.9	110,836	62,148	4,112	Low
X6	2,012	Asia	Grey	Diesel	Automatic	4.7	12,888	96,125	381	Low
5 Series	2,012	Middle East	White	Diesel	Manual	2.6	141,647	90,818	1,895	Low
5 Series	2,014	North America	Silver	Electric	Automatic	4.6	162,298	31,478	8,239	High
X1	2,020	Africa	Silver	Petrol	Automatic	2.9	133,215	52,360	4,541	Low
3 Series	2,019	South America	White	Diesel	Manual	2.6	7,236	97,057	4,631	Low
i3	2,012	Europe	Silver	Petrol	Automatic	3.3	99,849	57,492	5,195	Low
M3	2,017	Asia	Blue	Diesel	Manual	3	68,682	50,102	8,357	High
5 Series	2,019	Europe	Grey	Electric	Automatic	4.7	154,976	107,206	2,435	Low
X5	2,022	South America	Black	Petrol	Manual	3.1	25,563	110,580	2,861	Low
3 Series	2,021	Middle East	Silver	Electric	Manual	2.5	86,351	47,556	3,164	Low
M3	2,023	Asia	Grey	Hybrid	Manual	4.4	109,212	86,023	7,658	High
3 Series	2,017	Middle East	Black	Diesel	Manual	5	66,433	60,521	7,209	High
X1	2,011	Asia	Silver	Petrol	Manual	3.8	64,085	76,211	9,753	High
X3	2,021	Asia	Black	Petrol	Automatic	2.4	197,471	61,615	7,660	High
7 Series	2,013	Europe	Red	Petrol	Automatic	2.3	60,388	49,723	6,073	Low
X3	2,019	Europe	Silver	Diesel	Automatic	1.7	76,654	48,775	4,993	Low
5 Series	2,022	Europe	Blue	Hybrid	Automatic	1.8	959	117,206	2,395	Low
i3	2,010	North America	Black	Electric	Manual	4.7	9,348	100,314	2,789	Low
i8	2,013	Asia	White	Hybrid	Manual	1.8	139,226	113,840	1,411	Low
M5	2,021	Middle East	Grey	Electric	Automatic	3.2	121,650	63,243	8,634	High
7 Series	2,022	Asia	Red	Hybrid	Manual	3.9	150,407	114,481	3,684	Low
X3	2,022	South America	Red	Hybrid	Manual	4.5	174,204	105,944	3,045	Low
i3	2,020	Asia	Grey	Electric	Manual	2.1	79,490	112,348	223	Low
X5	2,022	Middle East	Grey	Electric	Automatic	3	66,783	60,196	4,676	Low
X1	2,013	Africa	Grey	Diesel	Automatic	2.4	135,957	106,198	1,531	Low
7 Series	2,019	Middle East	Black	Petrol	Automatic	2.4	21,721	77,676	2,360	Low
3 Series	2,018	Asia	Silver	Petrol	Automatic	2.6	105,004	57,570	4,176	Low
X3	2,024	North America	Black	Diesel	Automatic	3.6	96,148	71,692	367	Low
i8	2,012	North America	Blue	Petrol	Automatic	1.6	95,338	64,455	330	Low
3 Series	2,024	North America	Silver	Electric	Manual	2.9	83,206	71,110	270	Low
i3	2,011	South America	Red	Diesel	Automatic	2.2	75,493	95,699	4,549	Low
M3	2,018	Asia	White	Petrol	Automatic	4.9	54,634	76,896	5,865	Low
M5	2,018	Europe	White	Hybrid	Automatic	3.5	158,536	75,947	3,889	Low
X1	2,010	Middle East	Grey	Petrol	Manual	4.5	56,442	60,586	7,109	High
7 Series	2,015	Middle East	Silver	Petrol	Automatic	2.2	167,290	39,728	7,406	High
M3	2,019	North America	Blue	Petrol	Automatic	4.3	26,922	78,130	1,172	Low

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