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	2,015	Middle East	Black	Petrol	Manual	4.3	95,317	74,271	1,268	Low
X1	2,016	South America	Black	Hybrid	Manual	2.3	144,804	96,871	7,279	High
7 Series	2,021	North America	Silver	Hybrid	Automatic	4	115,542	83,591	5,004	Low
X3	2,024	Europe	Blue	Petrol	Manual	2.4	46,826	118,246	9,323	High
X1	2,019	Africa	White	Electric	Manual	3.1	133,401	115,277	8,639	High
M3	2,023	Africa	Blue	Petrol	Manual	1.8	44,463	104,309	5,411	Low
M5	2,024	Asia	Red	Petrol	Automatic	3.1	108,142	50,418	8,453	High
X5	2,021	Middle East	Black	Petrol	Automatic	3.6	101,671	116,306	7,002	High
i8	2,018	Middle East	White	Petrol	Automatic	3.5	18,078	69,296	3,386	Low
i8	2,016	North America	Blue	Petrol	Manual	2.9	189,229	103,129	9,564	High
7 Series	2,012	South America	White	Hybrid	Manual	2.8	168,897	64,039	9,681	High
M3	2,021	Africa	Silver	Electric	Manual	2.5	79,426	82,037	9,199	High
M3	2,022	Asia	Blue	Hybrid	Automatic	4.2	81,751	72,716	115	Low
M5	2,016	South America	Blue	Petrol	Automatic	4.2	7,770	98,565	1,173	Low
X5	2,022	Asia	Blue	Petrol	Manual	3.2	5,755	55,695	3,626	Low
X1	2,010	Africa	Blue	Petrol	Manual	2.8	115,043	98,127	7,936	High
7 Series	2,011	Asia	Silver	Hybrid	Manual	3.7	46,059	31,920	5,274	Low
M3	2,013	South America	Blue	Hybrid	Automatic	3.5	159,719	64,483	2,133	Low
i3	2,016	North America	Silver	Diesel	Manual	3.8	143,082	99,251	2,414	Low
3 Series	2,024	Asia	Blue	Electric	Manual	2.6	2,684	37,498	3,443	Low
3 Series	2,018	Asia	Black	Hybrid	Automatic	4.3	36,317	110,382	1,686	Low
5 Series	2,024	Middle East	Silver	Diesel	Automatic	2.6	35,907	45,941	7,813	High
5 Series	2,014	Africa	Silver	Electric	Manual	3	40,552	57,198	876	Low
X3	2,024	North America	Blue	Diesel	Automatic	2	15,418	47,431	8,858	High
M5	2,017	Africa	Red	Electric	Manual	4.5	135,377	101,934	5,126	Low
M5	2,016	Africa	Silver	Diesel	Automatic	3.8	79,655	55,422	3,075	Low
3 Series	2,014	Middle East	Red	Electric	Manual	2.3	152,030	34,453	1,164	Low
X6	2,022	Europe	Silver	Electric	Automatic	4.5	173,048	116,208	8,463	High
X3	2,012	North America	Silver	Diesel	Manual	4	163,557	69,858	5,810	Low
M5	2,012	Africa	Silver	Diesel	Manual	3	94,695	111,847	3,752	Low
7 Series	2,022	South America	Silver	Diesel	Manual	5	34,955	89,670	7,209	High
i3	2,015	Middle East	Black	Electric	Automatic	2.7	112,798	70,981	7,521	High
X3	2,019	Europe	Grey	Diesel	Automatic	1.8	126,107	119,776	9,655	High
7 Series	2,020	Europe	Blue	Diesel	Automatic	4.1	61,039	116,136	3,596	Low
i3	2,013	Middle East	Silver	Hybrid	Automatic	4.1	109,667	73,610	3,026	Low
X1	2,012	Africa	Blue	Electric	Manual	1.7	90,393	116,196	2,625	Low
5 Series	2,013	Middle East	White	Diesel	Manual	4.4	164,364	99,220	7,580	High
i8	2,012	Africa	Grey	Diesel	Automatic	4.2	185,809	115,908	5,614	Low
M5	2,022	Asia	Grey	Electric	Manual	4.8	108,010	80,451	4,358	Low
i8	2,024	Middle East	Silver	Diesel	Automatic	1.9	72,592	38,719	5,011	Low
3 Series	2,021	Asia	Blue	Diesel	Automatic	3.6	160,040	48,239	3,349	Low
X5	2,024	Africa	Blue	Diesel	Automatic	2.3	109,855	59,744	7,562	High
M3	2,024	Europe	White	Electric	Automatic	2.9	40,725	39,408	4,152	Low
i3	2,019	Asia	Red	Electric	Automatic	2.4	4,727	100,822	7,819	High
3 Series	2,020	South America	Red	Hybrid	Manual	3.1	168,557	101,606	4,948	Low
M3	2,020	South America	Silver	Electric	Automatic	1.9	163,192	93,635	7,864	High
X1	2,022	Middle East	Red	Petrol	Automatic	2.6	44,386	94,660	3,359	Low
M5	2,021	Asia	White	Hybrid	Automatic	1.7	124,495	49,351	1,111	Low
M5	2,015	Africa	Black	Diesel	Manual	3.2	90,621	112,683	2,366	Low
i8	2,022	Europe	White	Hybrid	Manual	2.5	103,661	70,607	9,771	High
X3	2,016	Europe	Blue	Hybrid	Manual	3.6	86,970	113,587	4,984	Low
X1	2,013	South America	Black	Petrol	Automatic	3.1	199,262	104,236	3,091	Low
i8	2,012	Europe	Red	Petrol	Manual	2.4	164,161	77,749	7,189	High
3 Series	2,012	South America	Blue	Petrol	Automatic	1.9	98,087	51,863	5,157	Low
3 Series	2,020	Africa	Red	Hybrid	Automatic	4.1	72,119	35,334	3,627	Low
5 Series	2,012	Europe	Blue	Diesel	Manual	3.7	84,053	93,024	7,104	High
5 Series	2,018	Europe	Grey	Petrol	Manual	1.6	186,957	54,965	8,105	High
3 Series	2,020	South America	Black	Hybrid	Automatic	5	95,757	102,254	1,751	Low
X3	2,020	Middle East	Black	Hybrid	Manual	3.7	162,414	95,148	9,108	High
X6	2,023	Africa	Black	Electric	Automatic	2.2	183,799	54,236	2,757	Low
M5	2,023	Europe	Blue	Hybrid	Automatic	4.4	169,028	71,242	4,603	Low
3 Series	2,021	North America	Silver	Electric	Manual	4.6	148,634	32,644	7,600	High
X1	2,024	North America	White	Hybrid	Automatic	3.5	98,767	106,304	2,327	Low
7 Series	2,012	Middle East	Blue	Diesel	Automatic	4.6	128,835	39,315	4,292	Low
5 Series	2,012	Europe	Grey	Petrol	Manual	1.6	29,782	68,747	5,729	Low
7 Series	2,017	Europe	Grey	Electric	Manual	4.8	102,381	100,293	6,747	Low
X5	2,013	Middle East	Blue	Petrol	Automatic	1.7	150,601	41,481	8,701	High
3 Series	2,016	North America	Blue	Hybrid	Manual	3.7	55,518	98,335	8,992	High
3 Series	2,012	Asia	Blue	Hybrid	Manual	2.7	113,296	75,176	3,811	Low
X5	2,017	Middle East	Silver	Hybrid	Manual	1.6	113,258	65,050	7,009	High
X3	2,012	Middle East	Black	Diesel	Manual	4.8	163,558	116,111	5,472	Low
5 Series	2,014	Asia	Black	Diesel	Automatic	2	95,258	96,579	1,008	Low
3 Series	2,010	Middle East	Black	Diesel	Manual	4.5	66,490	58,247	4,357	Low
3 Series	2,021	Europe	Silver	Petrol	Manual	2.7	110,670	47,845	395	Low
7 Series	2,014	Middle East	Red	Diesel	Manual	4.1	116,887	86,090	6,260	Low
X6	2,015	Europe	Grey	Electric	Automatic	2.4	187,317	76,040	2,226	Low
i8	2,016	Europe	White	Petrol	Automatic	3.5	13,410	104,205	672	Low
X1	2,011	North America	Silver	Diesel	Manual	4.3	160,653	46,502	2,368	Low
M5	2,011	Asia	White	Hybrid	Automatic	3.5	110,149	89,647	8,976	High
7 Series	2,023	North America	Blue	Petrol	Automatic	2.6	99,269	51,210	2,885	Low
5 Series	2,018	Europe	Black	Hybrid	Manual	2.3	97,331	48,243	2,412	Low
i3	2,024	South America	White	Electric	Manual	2.1	139,359	57,227	5,579	Low
i3	2,024	Middle East	Silver	Electric	Automatic	4.4	41,172	49,590	3,711	Low
X6	2,019	South America	Blue	Electric	Manual	3.6	70,813	105,532	1,806	Low
M5	2,010	Asia	White	Hybrid	Manual	3.3	60,469	83,399	3,248	Low
X5	2,011	Asia	White	Diesel	Manual	2.4	160,469	61,153	6,264	Low
X1	2,011	Asia	Grey	Diesel	Automatic	3	170,898	65,257	9,097	High
M3	2,024	North America	Blue	Hybrid	Automatic	3.7	183,482	90,615	527	Low
X1	2,022	Africa	Blue	Diesel	Automatic	1.8	40,238	50,771	7,191	High
X5	2,024	Europe	White	Electric	Automatic	2.8	184,288	40,090	7,574	High
M5	2,019	North America	Blue	Electric	Automatic	2.3	68,352	59,469	3,412	Low
X5	2,016	Asia	Red	Petrol	Manual	3.8	42,163	71,577	1,114	Low
i8	2,015	Asia	Blue	Hybrid	Automatic	3.6	195,564	41,356	1,097	Low
i8	2,018	Europe	Blue	Electric	Manual	2.5	188,692	80,740	4,529	Low
X6	2,020	Asia	Silver	Diesel	Automatic	1.6	197,819	78,982	5,569	Low
7 Series	2,024	South America	Black	Diesel	Manual	2.1	10,875	80,831	2,990	Low
5 Series	2,016	Asia	Grey	Petrol	Automatic	2.1	97,455	117,327	4,162	Low
5 Series	2,012	Europe	Grey	Petrol	Automatic	3.5	74,198	68,926	1,690	Low
X6	2,012	South America	Silver	Petrol	Manual	2.1	4,047	104,619	365	Low
X3	2,010	Africa	Grey	Hybrid	Manual	3.2	98,742	59,647	6,651	Low

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