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
M3	2,024	Europe	Silver	Electric	Automatic	3.5	4,495	110,455	463	Low
3 Series	2,016	Asia	Grey	Hybrid	Automatic	2.6	184,295	99,211	2,762	Low
X1	2,023	Asia	Silver	Electric	Automatic	4.4	128,457	105,358	9,935	High
5 Series	2,015	Europe	Red	Hybrid	Manual	1.8	7,176	109,999	941	Low
M3	2,014	Asia	Red	Electric	Manual	4.7	154,196	63,469	3,667	Low
X1	2,024	Europe	White	Diesel	Automatic	4.4	98,466	56,190	5,972	Low
X3	2,013	North America	Blue	Petrol	Manual	4.1	76,256	72,111	1,323	Low
7 Series	2,017	North America	Red	Diesel	Automatic	2.4	29,681	39,035	505	Low
M3	2,011	North America	Red	Diesel	Automatic	4	65,149	83,026	1,786	Low
i8	2,017	Middle East	Grey	Diesel	Manual	3	66,100	71,011	6,639	Low
i8	2,010	Asia	Black	Diesel	Automatic	3.7	109,489	68,212	6,960	Low
i3	2,019	North America	Silver	Petrol	Manual	2.6	9,916	76,068	2,802	Low
X6	2,010	Europe	Blue	Hybrid	Manual	4.4	115,685	103,472	2,764	Low
i8	2,012	South America	Blue	Diesel	Manual	1.6	45,787	30,226	7,257	High
M5	2,014	Asia	White	Petrol	Automatic	3.9	4,971	92,700	4,181	Low
M3	2,023	Africa	Black	Hybrid	Automatic	4.4	39,570	108,402	5,298	Low
M5	2,015	Asia	Red	Electric	Automatic	3.8	91,692	74,100	3,040	Low
5 Series	2,013	North America	Grey	Electric	Manual	2.2	69,977	61,884	9,826	High
X5	2,016	Europe	Silver	Electric	Manual	2.5	56,728	37,236	6,258	Low
i8	2,016	South America	Grey	Hybrid	Manual	3.3	14,523	118,359	9,226	High
M3	2,011	Asia	Red	Petrol	Automatic	2.7	146,304	73,460	7,187	High
7 Series	2,011	Middle East	Blue	Hybrid	Manual	1.5	83,634	38,429	4,927	Low
M3	2,011	Asia	Black	Petrol	Manual	1.6	12,271	48,661	9,266	High
X6	2,024	Asia	Blue	Diesel	Manual	4.2	195,931	91,233	7,552	High
7 Series	2,023	North America	Red	Electric	Manual	1.8	176,121	91,049	7,200	High
7 Series	2,024	Africa	Red	Petrol	Automatic	4.7	8,413	86,558	9,109	High
X1	2,011	Middle East	Blue	Electric	Manual	3	68,163	115,519	9,540	High
X3	2,022	Europe	Red	Electric	Manual	4.2	48,309	56,688	3,211	Low
i8	2,018	Europe	Blue	Hybrid	Automatic	1.9	170,914	103,993	9,401	High
M3	2,023	Middle East	Grey	Petrol	Automatic	4.7	131,690	101,536	7,277	High
7 Series	2,014	Europe	Blue	Petrol	Manual	1.6	125,252	76,737	5,854	Low
M3	2,020	South America	Red	Diesel	Automatic	1.6	84,035	87,807	1,186	Low
X3	2,017	Middle East	Blue	Petrol	Automatic	1.7	185,084	69,272	4,328	Low
M3	2,014	North America	Red	Diesel	Automatic	1.9	192,511	115,982	8,656	High
5 Series	2,022	Africa	Grey	Petrol	Automatic	3.2	110,235	53,227	8,199	High
M5	2,020	Africa	Blue	Petrol	Automatic	4.3	37,206	97,343	286	Low
3 Series	2,014	Middle East	Grey	Electric	Automatic	2.5	25,847	97,775	8,348	High
M5	2,010	Asia	Red	Diesel	Manual	4.1	2,369	114,411	9,626	High
X6	2,015	Europe	Red	Hybrid	Manual	4.2	101,083	35,972	2,883	Low
M5	2,013	Europe	Black	Electric	Automatic	4.7	148,457	113,002	4,725	Low
i3	2,024	Africa	White	Hybrid	Automatic	2	154,634	64,648	1,534	Low
5 Series	2,012	North America	Red	Hybrid	Automatic	2	86,877	30,259	5,710	Low
X3	2,015	South America	White	Petrol	Automatic	1.9	180,821	54,229	8,523	High
X6	2,011	Africa	Blue	Hybrid	Manual	2.8	135,292	74,439	8,333	High
X1	2,017	Middle East	Black	Petrol	Automatic	3.2	113,640	36,760	2,848	Low
M3	2,010	Europe	Blue	Electric	Automatic	3.1	147,920	118,387	8,763	High
X6	2,021	Africa	Blue	Diesel	Automatic	2.4	61,719	110,753	7,846	High
i8	2,018	Middle East	Red	Diesel	Manual	3.7	7,397	74,523	6,688	Low
3 Series	2,017	North America	Blue	Electric	Automatic	2.7	24,931	91,400	2,287	Low
i3	2,010	Africa	Grey	Hybrid	Manual	2.8	158,677	116,669	5,213	Low
i8	2,019	South America	Red	Diesel	Automatic	1.9	189,900	35,283	8,197	High
M3	2,021	South America	Black	Petrol	Manual	3.6	73,817	95,983	3,534	Low
X6	2,024	North America	Blue	Hybrid	Automatic	3.8	99,812	70,179	5,751	Low
i8	2,018	Middle East	Red	Petrol	Manual	4.2	127,058	55,322	3,982	Low
M5	2,011	Asia	Grey	Diesel	Manual	4.7	174,162	115,035	8,201	High
X1	2,012	Europe	White	Electric	Automatic	4.2	148,084	36,901	6,370	Low
X1	2,011	South America	White	Petrol	Automatic	2.3	73,616	65,652	5,855	Low
X6	2,022	North America	Silver	Petrol	Manual	2.3	16,870	34,299	2,528	Low
X6	2,023	Europe	Grey	Petrol	Automatic	4.7	110,831	37,550	4,928	Low
X5	2,017	Middle East	Black	Hybrid	Manual	4.3	100,268	108,531	4,643	Low
X5	2,011	Europe	Black	Diesel	Manual	4.2	138,247	84,045	874	Low
X6	2,019	Europe	Grey	Petrol	Automatic	4	11,773	34,764	9,862	High
3 Series	2,011	Asia	Blue	Petrol	Manual	2.4	119,871	101,289	7,573	High
i3	2,024	Africa	Red	Hybrid	Manual	4.5	26,617	98,053	879	Low
X6	2,010	Africa	White	Diesel	Automatic	2	63,295	51,312	5,753	Low
M5	2,016	Europe	Silver	Diesel	Manual	2.7	24,944	100,240	7,781	High
5 Series	2,021	Middle East	Red	Hybrid	Automatic	2.7	20,729	78,678	6,941	Low
X3	2,011	Africa	Blue	Hybrid	Automatic	3.5	67,097	72,393	6,923	Low
7 Series	2,019	Middle East	Red	Hybrid	Manual	3.1	4,623	58,424	6,967	Low
M3	2,014	Africa	Red	Petrol	Manual	3.1	9,839	32,503	2,895	Low
X3	2,014	Asia	Black	Diesel	Automatic	3.4	175,163	86,369	329	Low
X5	2,012	Asia	Silver	Petrol	Automatic	3	108,073	45,533	7,861	High
7 Series	2,012	South America	White	Hybrid	Manual	2.4	45,600	37,577	7,978	High
X1	2,022	South America	Silver	Diesel	Manual	3.8	161,718	62,254	3,091	Low
i8	2,021	Africa	Blue	Petrol	Manual	4.3	140,176	85,867	2,050	Low
i3	2,012	Asia	White	Diesel	Manual	3.2	41,859	85,297	9,056	High
M3	2,015	Middle East	White	Diesel	Automatic	3.8	163,522	42,381	6,396	Low
i3	2,023	Africa	Red	Diesel	Manual	3.4	2,112	96,475	9,760	High
X5	2,013	Africa	Blue	Petrol	Manual	1.7	156,195	41,940	556	Low
5 Series	2,022	Africa	Red	Diesel	Automatic	3	55,789	116,746	6,080	Low
i8	2,012	Middle East	Grey	Diesel	Automatic	1.5	41,267	103,717	1,537	Low
X6	2,011	Europe	Red	Petrol	Automatic	3.8	36,992	108,408	7,331	High
i3	2,022	Middle East	Grey	Diesel	Manual	3.3	50,000	63,909	4,959	Low
i3	2,012	South America	Blue	Hybrid	Automatic	1.9	24,675	85,516	7,256	High
M5	2,013	Middle East	White	Petrol	Automatic	3.4	98,170	119,904	5,350	Low
7 Series	2,015	Europe	Silver	Diesel	Manual	4.6	60,251	66,152	2,831	Low
X1	2,013	Asia	Red	Hybrid	Manual	2.7	166,655	100,399	994	Low
i8	2,017	Asia	White	Diesel	Automatic	4.9	12,685	41,155	4,474	Low
i8	2,012	Europe	Grey	Electric	Automatic	4.9	51,884	119,790	5,286	Low
7 Series	2,021	Europe	Black	Petrol	Manual	4.2	76,949	80,797	4,361	Low
X1	2,012	Middle East	Red	Electric	Manual	4.3	140,579	57,519	5,015	Low
5 Series	2,012	Asia	Red	Petrol	Automatic	2.9	163,061	58,920	9,034	High
5 Series	2,017	North America	Silver	Electric	Manual	2.9	139,375	85,993	2,773	Low
7 Series	2,013	Middle East	Silver	Petrol	Manual	4.8	184,707	102,866	1,871	Low
7 Series	2,010	Asia	Black	Hybrid	Manual	2.8	196,787	84,066	2,487	Low
5 Series	2,011	Asia	Black	Hybrid	Automatic	1.8	162,089	51,891	7,936	High
i8	2,022	Asia	Silver	Petrol	Manual	2	80,223	109,372	4,745	Low
X1	2,023	Africa	Blue	Hybrid	Manual	4	105,806	89,844	2,020	Low
M3	2,019	North America	Silver	Electric	Automatic	2.8	76,509	81,876	5,080	Low
X3	2,022	North America	Red	Petrol	Manual	2.2	85,261	45,026	1,872	Low

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