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
3 Series	2,020	Middle East	Blue	Petrol	Manual	4.1	124,279	75,355	8,402	High
7 Series	2,016	Asia	Black	Diesel	Automatic	1.8	41,023	106,305	1,125	Low
3 Series	2,021	Asia	Black	Diesel	Automatic	3.1	106,593	53,169	5,072	Low
M5	2,023	Asia	Black	Hybrid	Manual	4.4	39,235	114,879	2,848	Low
3 Series	2,021	North America	Red	Hybrid	Manual	4.4	20,940	62,180	2,355	Low
7 Series	2,022	Middle East	Grey	Diesel	Manual	5	143,280	30,356	7,238	High
7 Series	2,018	North America	Red	Electric	Manual	3.3	138,837	112,176	9,600	High
M3	2,013	South America	White	Petrol	Automatic	1.5	160,025	54,782	1,997	Low
X1	2,024	Middle East	Silver	Hybrid	Manual	4.6	148,915	73,309	8,486	High
7 Series	2,022	North America	Black	Electric	Manual	4.8	67,132	90,748	6,770	Low
5 Series	2,019	South America	Grey	Diesel	Manual	4.7	28,414	94,382	4,594	Low
X6	2,012	Europe	White	Electric	Automatic	4.2	177,147	79,918	8,997	High
X5	2,018	Africa	White	Diesel	Manual	2.2	76,804	106,011	9,432	High
M5	2,017	Middle East	Red	Electric	Automatic	2	162,973	67,909	9,257	High
X5	2,024	Middle East	Red	Petrol	Manual	4	148,739	93,585	5,386	Low
X1	2,016	North America	White	Hybrid	Automatic	2	136,862	80,680	2,375	Low
7 Series	2,010	Europe	White	Diesel	Automatic	4.8	155,416	44,718	968	Low
M5	2,011	North America	White	Electric	Automatic	3.1	4,720	93,609	2,932	Low
X1	2,018	Africa	Blue	Diesel	Manual	1.6	50,459	98,824	2,603	Low
M3	2,014	South America	Black	Electric	Automatic	2	121,230	97,309	4,251	Low
5 Series	2,010	North America	White	Electric	Manual	2.5	84,418	42,970	861	Low
i3	2,018	Africa	Silver	Electric	Automatic	4	62,796	106,925	2,119	Low
3 Series	2,010	Asia	White	Petrol	Automatic	4.1	53,000	46,643	3,550	Low
i8	2,017	Middle East	Silver	Electric	Manual	2.2	68,161	59,500	1,489	Low
M5	2,014	South America	White	Diesel	Automatic	3.8	136,495	49,168	5,349	Low
X6	2,023	South America	White	Diesel	Automatic	1.6	164,000	47,218	8,239	High
7 Series	2,020	Africa	Silver	Petrol	Manual	1.9	147,867	78,742	9,711	High
X3	2,021	Asia	White	Hybrid	Automatic	3.4	37,255	106,480	6,943	Low
3 Series	2,015	Middle East	White	Petrol	Automatic	4	172,451	39,990	3,624	Low
i8	2,010	Asia	Grey	Hybrid	Automatic	4.7	60,538	69,805	5,970	Low
7 Series	2,011	Africa	Grey	Hybrid	Manual	3	33,153	91,013	7,234	High
5 Series	2,016	Europe	Grey	Diesel	Automatic	1.9	71,447	114,100	8,229	High
5 Series	2,011	Asia	White	Electric	Manual	4.8	26,005	108,287	4,500	Low
M3	2,014	Asia	Silver	Diesel	Manual	3	59,726	110,104	5,543	Low
5 Series	2,020	South America	Silver	Diesel	Automatic	3.2	29,949	33,204	1,402	Low
3 Series	2,018	Asia	Black	Hybrid	Manual	4.5	89,540	42,317	8,936	High
X5	2,014	Asia	White	Petrol	Automatic	3.6	110,426	72,684	8,061	High
i3	2,021	Asia	Blue	Hybrid	Automatic	2.6	114,656	111,545	2,077	Low
i3	2,012	Middle East	Silver	Hybrid	Manual	3.4	103,348	58,663	4,874	Low
i8	2,020	South America	Black	Diesel	Automatic	3.7	106,681	50,809	6,828	Low
i3	2,022	Europe	Grey	Hybrid	Manual	4.6	81,954	84,038	9,104	High
M5	2,015	North America	Silver	Petrol	Manual	2.3	98,550	114,997	9,279	High
M5	2,016	South America	Grey	Diesel	Manual	3.5	14,774	105,546	776	Low
i8	2,019	North America	Red	Diesel	Automatic	4.7	57,241	34,468	4,787	Low
X5	2,023	Asia	Grey	Diesel	Automatic	1.7	176,280	69,638	4,317	Low
i8	2,020	South America	Blue	Electric	Manual	2.2	178,388	74,280	1,957	Low
M5	2,019	Asia	Black	Diesel	Manual	2.7	25,335	108,928	8,884	High
i8	2,020	North America	Red	Electric	Manual	3.9	177,802	111,587	689	Low
5 Series	2,017	Africa	Grey	Diesel	Automatic	4.4	174,871	105,617	5,984	Low
i8	2,024	South America	Grey	Petrol	Automatic	2.2	26,952	81,742	7,099	High
X6	2,012	North America	Blue	Electric	Manual	2.4	51,073	78,405	4,737	Low
3 Series	2,020	Middle East	Red	Hybrid	Manual	4.4	36,869	38,179	6,469	Low
X1	2,013	Europe	Silver	Electric	Manual	2	100,120	73,652	7,684	High
M3	2,019	Middle East	Silver	Electric	Automatic	2.4	116,560	103,032	3,994	Low
M5	2,013	Africa	Silver	Petrol	Automatic	4.1	51,714	75,329	8,664	High
M3	2,011	Europe	Red	Electric	Manual	2.1	188,548	101,956	7,989	High
M3	2,024	South America	White	Hybrid	Automatic	4.4	77,366	48,236	9,331	High
M3	2,016	South America	Silver	Electric	Manual	3.2	148,188	95,605	697	Low
M3	2,021	South America	Black	Diesel	Automatic	3.1	8,611	61,851	2,566	Low
X5	2,013	South America	Blue	Petrol	Manual	2	143,139	104,231	9,959	High
X3	2,013	Asia	Black	Hybrid	Automatic	3.9	92,278	99,586	6,451	Low
M5	2,024	Middle East	White	Hybrid	Automatic	4.6	93,820	36,766	7,800	High
X5	2,024	Middle East	Silver	Electric	Manual	3.9	21,431	118,451	4,249	Low
M3	2,022	North America	Grey	Petrol	Manual	2.6	118,171	92,440	3,428	Low
X1	2,021	Europe	Blue	Petrol	Manual	3.9	197,499	65,361	4,170	Low
M5	2,017	Asia	Grey	Electric	Manual	3.3	28,578	35,291	4,749	Low
i8	2,015	Africa	Red	Hybrid	Automatic	4.5	95,372	73,842	2,756	Low
5 Series	2,015	Africa	Grey	Petrol	Manual	3.1	50,510	44,780	3,836	Low
M5	2,020	Middle East	Blue	Electric	Automatic	2.3	95,514	98,427	4,127	Low
X6	2,018	Africa	Red	Hybrid	Manual	1.9	149,578	92,453	1,030	Low
i8	2,013	Africa	Grey	Electric	Automatic	2.5	85,765	105,130	2,853	Low
5 Series	2,018	North America	Red	Petrol	Manual	3.5	184,474	118,588	5,034	Low
7 Series	2,010	Africa	Grey	Diesel	Automatic	2.1	134,880	89,676	8,091	High
i8	2,020	South America	Silver	Petrol	Automatic	1.6	31,158	105,949	7,805	High
X3	2,018	Middle East	White	Electric	Manual	3.1	197,620	32,155	8,008	High
3 Series	2,024	Africa	White	Hybrid	Manual	2.7	39,788	83,754	2,102	Low
i3	2,010	North America	Silver	Petrol	Manual	3	29,909	37,990	7,171	High
X5	2,024	Middle East	White	Hybrid	Automatic	3.1	143,206	84,482	518	Low
5 Series	2,016	South America	Silver	Petrol	Automatic	4.2	5,699	30,152	1,299	Low
X1	2,015	Africa	Red	Hybrid	Automatic	4.9	95,132	50,426	2,577	Low
3 Series	2,016	Asia	Red	Hybrid	Automatic	2.4	44,637	70,443	9,340	High
i8	2,018	Europe	Black	Petrol	Automatic	4.8	62,908	107,394	9,156	High
7 Series	2,019	Africa	Blue	Hybrid	Manual	2.3	137,230	99,270	9,661	High
i3	2,013	Asia	Silver	Diesel	Automatic	4.1	135,307	38,724	7,321	High
M3	2,021	Asia	Grey	Petrol	Manual	3.9	133,652	43,923	6,423	Low
X1	2,018	Europe	Grey	Petrol	Manual	1.7	62,232	96,905	7,310	High
X5	2,012	Europe	Silver	Petrol	Automatic	4	117,541	99,718	1,309	Low
5 Series	2,019	Europe	Red	Petrol	Manual	4.7	155,339	69,235	9,775	High
i8	2,020	Middle East	Red	Diesel	Manual	4.8	103,472	78,211	8,391	High
5 Series	2,020	Middle East	Silver	Petrol	Automatic	3.9	76,733	109,572	115	Low
5 Series	2,018	North America	Silver	Hybrid	Automatic	4.3	15,017	40,863	7,316	High
3 Series	2,022	Africa	Red	Electric	Automatic	1.8	179,477	117,086	271	Low
X3	2,010	Middle East	White	Electric	Automatic	2.1	104,698	44,450	2,451	Low
X5	2,023	North America	Black	Petrol	Automatic	2.4	1,511	54,862	839	Low
X1	2,014	Africa	Silver	Hybrid	Manual	3.4	15,966	112,119	341	Low
i3	2,024	Asia	Black	Diesel	Automatic	2.9	122,395	62,284	7,261	High
7 Series	2,019	Asia	Grey	Electric	Manual	3.8	177,390	37,301	8,670	High
X6	2,014	Middle East	Black	Hybrid	Automatic	3.1	34,966	71,343	155	Low
X5	2,010	Africa	White	Petrol	Automatic	4.2	152,116	46,792	4,659	Low
i3	2,010	Africa	Black	Hybrid	Manual	4	60,404	40,104	5,977	Low

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