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
M5	2,024	Middle East	Red	Petrol	Automatic	1.8	6,326	31,475	3,939	Low
X3	2,016	South America	Red	Hybrid	Automatic	3.4	34,347	31,317	1,798	Low
X3	2,024	Europe	White	Electric	Automatic	3.4	105,432	65,812	9,159	High
3 Series	2,021	Asia	White	Hybrid	Manual	3.7	58,283	69,703	8,322	High
X3	2,017	Middle East	Red	Petrol	Automatic	4.9	158,064	103,440	1,421	Low
M3	2,012	Europe	Blue	Electric	Manual	2.6	152,236	62,745	6,977	Low
M3	2,011	Asia	White	Petrol	Manual	2.8	86,996	31,545	2,636	Low
i3	2,013	North America	Red	Hybrid	Manual	2.7	76,517	116,005	2,547	Low
3 Series	2,011	Africa	White	Electric	Manual	3.7	509	54,065	9,922	High
X1	2,021	South America	White	Electric	Automatic	3.6	168,638	38,947	1,786	Low
7 Series	2,011	Europe	Black	Hybrid	Automatic	3.4	111,322	95,185	9,607	High
X3	2,014	Middle East	Blue	Diesel	Manual	2.8	102,533	105,720	2,499	Low
M3	2,019	North America	Grey	Electric	Manual	3	70,370	89,648	7,101	High
5 Series	2,014	Asia	Grey	Diesel	Manual	4.3	176,456	105,426	9,691	High
3 Series	2,017	Africa	Grey	Electric	Automatic	3.6	104,723	104,807	6,914	Low
M5	2,018	Middle East	White	Petrol	Automatic	4	32,243	65,192	4,059	Low
M3	2,011	Africa	Red	Electric	Manual	2.5	94,048	79,409	7,844	High
X3	2,010	Africa	Blue	Diesel	Manual	4.7	159,406	40,498	1,876	Low
3 Series	2,012	Europe	Blue	Electric	Automatic	1.6	194,074	71,269	5,904	Low
X1	2,015	Middle East	Silver	Hybrid	Manual	3.6	109,506	35,385	5,702	Low
X3	2,023	Middle East	White	Hybrid	Manual	4.3	24,640	84,358	7,617	High
i3	2,014	Europe	White	Electric	Automatic	4.5	183,251	104,602	3,084	Low
X6	2,017	Middle East	Red	Petrol	Automatic	2.6	121,447	108,739	1,250	Low
M5	2,017	South America	Black	Electric	Automatic	3.1	41,657	91,437	5,593	Low
X3	2,011	Europe	Red	Electric	Automatic	1.6	75,993	73,780	3,355	Low
X5	2,023	Europe	Grey	Petrol	Manual	4.3	12,235	56,091	5,932	Low
X5	2,018	Africa	White	Petrol	Manual	1.9	145,093	76,059	6,257	Low
3 Series	2,023	Middle East	Grey	Petrol	Automatic	3	129,653	113,316	6,522	Low
M5	2,023	Europe	Grey	Diesel	Automatic	5	179,121	46,924	5,602	Low
M5	2,013	Africa	Silver	Diesel	Manual	4.7	182,024	69,149	9,878	High
7 Series	2,023	Europe	Grey	Diesel	Automatic	2.7	34,423	66,083	8,505	High
5 Series	2,010	Asia	Blue	Petrol	Manual	2.3	9,398	99,589	6,267	Low
i3	2,023	Middle East	Blue	Hybrid	Automatic	2.4	675	38,907	437	Low
X1	2,011	Middle East	Silver	Diesel	Automatic	3.9	7,571	115,874	9,613	High
M3	2,023	North America	White	Diesel	Manual	4	143,443	65,672	2,500	Low
i3	2,020	Middle East	Red	Diesel	Manual	2.3	5,036	50,607	7,088	High
X6	2,015	South America	Red	Petrol	Automatic	2.3	150,814	71,750	9,180	High
X3	2,014	North America	Grey	Petrol	Manual	2.6	10,990	63,501	1,985	Low
X1	2,021	Asia	Black	Diesel	Automatic	3	197,608	49,044	3,313	Low
3 Series	2,016	North America	Grey	Diesel	Manual	4.7	44,296	45,189	3,611	Low
X1	2,018	South America	Silver	Hybrid	Automatic	1.6	86,000	53,237	3,611	Low
5 Series	2,015	Asia	White	Petrol	Automatic	3.7	159,703	44,192	3,824	Low
i3	2,015	Africa	Grey	Hybrid	Automatic	4.5	100,324	98,824	139	Low
X6	2,011	North America	Black	Hybrid	Automatic	4	158,380	71,161	9,813	High
7 Series	2,016	Africa	Blue	Electric	Manual	2.3	99,223	90,524	3,561	Low
X5	2,011	Asia	Black	Diesel	Manual	3.2	9,677	92,536	3,524	Low
3 Series	2,022	Africa	Black	Diesel	Manual	4.7	164,295	102,054	5,705	Low
7 Series	2,016	South America	Silver	Hybrid	Automatic	1.9	141,936	103,401	7,113	High
M3	2,017	South America	White	Diesel	Manual	5	36,698	48,028	9,520	High
i8	2,021	North America	White	Hybrid	Automatic	2	180,092	42,195	2,190	Low
i3	2,010	North America	White	Hybrid	Automatic	2	30,953	38,626	8,497	High
X3	2,018	Africa	Black	Petrol	Automatic	4.3	185,524	82,730	2,854	Low
X3	2,017	Europe	Black	Diesel	Manual	4.4	68,977	103,667	8,509	High
M3	2,018	Asia	White	Hybrid	Automatic	1.6	61,517	45,154	3,539	Low
X6	2,014	North America	Silver	Hybrid	Automatic	2.1	44,007	32,262	635	Low
X5	2,022	Africa	Grey	Diesel	Manual	4.8	92,839	37,774	3,450	Low
X5	2,023	Middle East	White	Petrol	Automatic	2.5	173,881	87,644	407	Low
X3	2,013	Asia	Red	Electric	Manual	1.5	42,193	81,687	3,087	Low
M3	2,010	Middle East	Silver	Electric	Automatic	2.4	151,500	79,880	6,208	Low
X5	2,018	Asia	Red	Electric	Automatic	4.1	124,060	37,889	563	Low
i3	2,023	Africa	Grey	Petrol	Manual	4.7	163,503	91,716	4,454	Low
M3	2,013	Asia	Blue	Hybrid	Automatic	2	128,125	75,930	8,743	High
M5	2,024	North America	Black	Electric	Manual	2.3	180,465	79,110	9,961	High
7 Series	2,013	South America	White	Hybrid	Manual	3	134,467	64,415	1,691	Low
X3	2,013	South America	Black	Electric	Automatic	4.1	128,986	107,132	8,136	High
M5	2,011	Asia	Blue	Hybrid	Manual	3.8	90,403	62,836	6,629	Low
3 Series	2,021	Africa	White	Diesel	Manual	2.6	95,895	66,471	2,027	Low
i3	2,020	South America	White	Electric	Automatic	1.7	28,281	89,345	9,557	High
X5	2,022	Middle East	Grey	Petrol	Manual	2.4	90,366	82,568	6,063	Low
X5	2,013	Asia	Red	Petrol	Manual	2.3	107,576	105,702	4,014	Low
3 Series	2,011	Europe	Black	Diesel	Manual	1.6	62,423	48,428	4,509	Low
7 Series	2,017	North America	Red	Petrol	Manual	4.9	175,874	86,075	1,310	Low
7 Series	2,016	Africa	Red	Diesel	Manual	2.4	786	82,420	6,142	Low
7 Series	2,020	North America	Red	Diesel	Manual	4.4	92,646	89,019	8,109	High
i8	2,019	Europe	Red	Petrol	Manual	3.2	146,352	50,608	4,946	Low
X6	2,011	Africa	Black	Petrol	Manual	4.9	66,184	106,464	6,827	Low
7 Series	2,023	Asia	Silver	Hybrid	Automatic	2	79,317	113,996	8,194	High
X6	2,011	South America	White	Petrol	Manual	1.9	40,185	112,018	5,639	Low
X3	2,011	South America	Grey	Electric	Manual	1.5	94,357	42,194	6,583	Low
i3	2,010	Asia	Blue	Petrol	Automatic	4	132,790	72,814	2,216	Low
5 Series	2,022	Europe	Red	Petrol	Manual	2.6	85,623	93,107	8,017	High
3 Series	2,015	South America	Red	Electric	Manual	4.5	173,511	40,786	1,788	Low
M3	2,015	South America	White	Electric	Automatic	3.7	198,639	114,662	7,862	High
5 Series	2,010	Asia	Grey	Hybrid	Manual	3.5	40,100	103,268	477	Low
X1	2,020	Europe	Red	Electric	Manual	3.2	99,490	40,567	2,628	Low
i8	2,010	North America	Grey	Electric	Automatic	2.4	84,130	94,199	9,524	High
X1	2,015	Asia	Silver	Hybrid	Automatic	1.7	58,445	76,312	1,416	Low
X1	2,020	Africa	White	Petrol	Automatic	3.1	172,595	93,273	6,186	Low
X6	2,015	Middle East	Silver	Hybrid	Automatic	1.8	38,250	33,828	5,734	Low
3 Series	2,013	Europe	Blue	Hybrid	Manual	4.7	13,461	67,795	4,519	Low
5 Series	2,012	Asia	Red	Hybrid	Manual	4.4	51,861	107,261	5,785	Low
X3	2,023	Middle East	Blue	Hybrid	Manual	3.7	147,274	36,371	4,355	Low
X3	2,018	Africa	Grey	Electric	Automatic	3.1	86,623	77,765	850	Low
i8	2,015	Asia	Silver	Diesel	Automatic	3.1	189,914	68,382	1,212	Low
3 Series	2,010	North America	Silver	Hybrid	Manual	3.1	172,307	31,184	8,381	High
3 Series	2,012	Middle East	Silver	Hybrid	Manual	4.1	110,253	84,630	1,831	Low
i3	2,010	Middle East	Silver	Electric	Automatic	1.9	195,617	99,299	3,561	Low
i8	2,012	Asia	White	Diesel	Automatic	3.4	76,882	112,582	5,051	Low
M5	2,011	Africa	Silver	Hybrid	Automatic	4.3	89,865	67,782	1,610	Low
M5	2,014	North America	Silver	Electric	Automatic	3.3	37,772	33,712	528	Low

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