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	2,018	Africa	Red	Petrol	Automatic	1.5	145,611	78,292	2,650	Low
X1	2,016	South America	Grey	Electric	Manual	2.5	134,893	64,533	1,300	Low
X1	2,015	South America	Black	Electric	Automatic	1.5	153,581	105,319	3,072	Low
i3	2,021	Europe	Silver	Hybrid	Manual	2.8	132,235	74,745	7,411	High
X1	2,014	Asia	Grey	Diesel	Manual	1.7	95,919	92,559	1,423	Low
3 Series	2,012	Middle East	Red	Petrol	Manual	1.6	108,141	43,580	7,501	High
M5	2,021	Europe	White	Electric	Manual	3.8	37,876	30,028	2,986	Low
X5	2,024	North America	Red	Electric	Automatic	4.7	121,310	49,052	7,829	High
M5	2,024	Middle East	Red	Diesel	Manual	2.9	33,595	105,961	1,720	Low
X1	2,019	Africa	Blue	Electric	Manual	4.4	6,111	46,539	4,822	Low
X3	2,019	Asia	Grey	Petrol	Manual	1.6	174,435	60,366	1,045	Low
i3	2,013	Middle East	Black	Electric	Manual	4.2	94,361	74,736	2,910	Low
i8	2,012	South America	Blue	Electric	Manual	1.7	110,592	90,347	614	Low
5 Series	2,021	North America	Blue	Electric	Automatic	4.4	152,713	75,597	6,167	Low
X6	2,020	South America	Grey	Electric	Manual	4.6	58,786	92,915	4,683	Low
i8	2,017	Europe	Black	Petrol	Automatic	4.3	105,012	58,773	9,822	High
i3	2,012	South America	Black	Hybrid	Automatic	4.4	189,356	69,413	6,351	Low
X6	2,016	Africa	Black	Hybrid	Manual	3.5	21,127	81,655	2,565	Low
i3	2,016	Africa	Red	Petrol	Manual	2.4	128,513	48,741	957	Low
5 Series	2,016	Africa	Black	Petrol	Automatic	3.8	132,499	68,719	2,426	Low
X3	2,022	Europe	Red	Hybrid	Manual	3	92,328	90,811	9,291	High
X1	2,016	North America	Red	Petrol	Automatic	1.5	144,234	43,299	9,580	High
i3	2,023	Africa	Blue	Diesel	Manual	3.2	37,916	113,979	125	Low
7 Series	2,011	Middle East	Red	Electric	Automatic	3.8	30,526	98,535	3,602	Low
5 Series	2,019	Europe	Blue	Petrol	Automatic	1.5	117,672	66,498	9,294	High
i3	2,012	Asia	Silver	Petrol	Manual	3.7	159,659	100,435	7,098	High
i3	2,019	Africa	Blue	Electric	Automatic	3.8	11,698	115,964	7,554	High
M5	2,018	Europe	White	Diesel	Automatic	2.1	184,270	99,773	855	Low
i3	2,012	North America	Silver	Electric	Manual	3	7,732	40,208	9,331	High
7 Series	2,011	Europe	Grey	Petrol	Manual	4.9	7,491	86,451	7,965	High
M3	2,018	North America	Black	Electric	Manual	4.6	62,441	100,276	2,052	Low
X1	2,022	Africa	Blue	Petrol	Manual	2.9	123,129	82,521	6,593	Low
X5	2,019	Asia	Black	Petrol	Automatic	2.7	147,099	59,546	2,163	Low
M3	2,018	North America	Grey	Electric	Automatic	1.9	135,159	59,499	3,705	Low
7 Series	2,013	Africa	Red	Electric	Automatic	1.6	147,751	66,388	9,023	High
3 Series	2,023	Asia	Black	Hybrid	Automatic	2.5	128,618	95,054	3,003	Low
X3	2,021	South America	Red	Petrol	Manual	4.8	2,510	86,699	9,989	High
X6	2,018	North America	Red	Electric	Manual	4.9	144,189	66,081	530	Low
X3	2,012	Asia	White	Diesel	Automatic	4.3	196,896	69,466	6,738	Low
3 Series	2,016	South America	Red	Electric	Automatic	2.7	97,972	53,241	5,290	Low
3 Series	2,016	Asia	Blue	Hybrid	Automatic	2	145,648	36,454	5,431	Low
5 Series	2,024	Europe	Silver	Diesel	Automatic	3.6	141,515	44,936	5,167	Low
7 Series	2,020	North America	Silver	Electric	Manual	3.8	111,389	104,707	869	Low
i8	2,017	South America	Grey	Hybrid	Automatic	3	50,726	58,499	4,827	Low
5 Series	2,019	North America	Grey	Diesel	Automatic	3.9	57,994	37,432	368	Low
X3	2,024	Europe	Grey	Petrol	Automatic	4.1	52,079	107,643	7,023	High
X3	2,013	Asia	Red	Hybrid	Manual	4.2	107,985	88,931	5,577	Low
5 Series	2,012	Asia	Black	Diesel	Manual	3.3	91,597	48,764	4,523	Low
7 Series	2,012	Europe	Black	Diesel	Automatic	4.3	146,062	93,850	4,961	Low
5 Series	2,024	Asia	Red	Petrol	Manual	1.6	172,592	85,584	6,356	Low
i8	2,021	Asia	Grey	Diesel	Automatic	3.9	184,737	116,550	2,725	Low
7 Series	2,014	Asia	Blue	Hybrid	Manual	2.3	214	79,935	9,656	High
X6	2,020	Middle East	Red	Hybrid	Manual	2.4	141,248	106,975	7,472	High
3 Series	2,024	North America	White	Petrol	Manual	1.8	28,889	116,263	5,481	Low
X3	2,023	South America	Black	Electric	Manual	2.2	84,105	42,648	3,833	Low
5 Series	2,010	Europe	White	Electric	Automatic	5	105,038	30,213	7,004	High
M5	2,019	Africa	White	Electric	Automatic	3	186,153	58,291	2,680	Low
X1	2,012	Africa	Blue	Electric	Manual	4.7	98,647	61,426	2,419	Low
7 Series	2,023	North America	White	Diesel	Manual	2.1	89,379	83,745	8,558	High
i3	2,015	South America	Blue	Diesel	Manual	2.2	185,900	114,075	9,117	High
X1	2,012	Middle East	Red	Diesel	Automatic	3.5	182,793	38,230	6,504	Low
X1	2,014	Africa	Red	Diesel	Automatic	2.7	150,881	45,468	5,815	Low
M3	2,018	Middle East	Blue	Diesel	Manual	3.8	167,783	116,387	2,618	Low
3 Series	2,011	South America	Grey	Hybrid	Automatic	3	137,593	53,573	5,889	Low
X3	2,020	Europe	Grey	Hybrid	Manual	4.3	96,653	97,747	2,969	Low
i3	2,011	South America	White	Diesel	Manual	3	56,516	32,736	5,284	Low
M3	2,021	North America	Silver	Electric	Automatic	3.5	111,121	75,656	5,245	Low
i8	2,015	South America	Silver	Diesel	Automatic	2.6	146,296	97,534	4,214	Low
3 Series	2,015	Europe	Blue	Petrol	Manual	4	14,955	58,960	3,724	Low
3 Series	2,020	Europe	Black	Hybrid	Automatic	3.8	27,195	48,642	7,942	High
7 Series	2,020	Middle East	Silver	Hybrid	Manual	2.9	76,113	71,618	5,287	Low
X1	2,017	North America	Black	Diesel	Automatic	2.5	4,236	40,757	7,898	High
M5	2,021	Europe	White	Hybrid	Manual	3.6	11,492	97,422	9,610	High
M5	2,022	Africa	Silver	Petrol	Manual	4.8	50,314	51,696	4,695	Low
M3	2,020	Middle East	Grey	Diesel	Manual	2	69,890	57,595	5,106	Low
M5	2,023	South America	White	Petrol	Automatic	4.3	164,751	80,380	6,319	Low
7 Series	2,011	North America	Grey	Diesel	Automatic	3.4	122,439	71,165	6,572	Low
M3	2,018	North America	Grey	Electric	Automatic	3.3	48,848	52,379	5,943	Low
X1	2,024	Africa	Black	Hybrid	Manual	4.9	34,616	74,683	2,122	Low
7 Series	2,011	Asia	Red	Hybrid	Manual	3.6	12,517	41,718	9,213	High
M3	2,022	Middle East	Black	Hybrid	Automatic	4.4	149,040	33,427	8,561	High
M5	2,010	Africa	Black	Petrol	Manual	3.3	48,940	80,768	4,942	Low
X5	2,019	Middle East	Black	Electric	Automatic	2.4	359	105,783	5,970	Low
X1	2,011	Africa	Silver	Electric	Manual	3.9	199,303	34,685	5,547	Low
7 Series	2,021	Asia	White	Petrol	Automatic	4.7	105,298	109,113	7,177	High
X1	2,016	South America	Grey	Diesel	Automatic	4.4	189,097	33,413	972	Low
X6	2,017	North America	Grey	Electric	Automatic	2.2	131,703	80,885	5,533	Low
X6	2,014	Middle East	Grey	Diesel	Manual	2.6	125,006	65,631	7,495	High
M3	2,015	South America	White	Electric	Automatic	3.3	196,341	89,991	8,317	High
i3	2,021	Africa	Black	Hybrid	Manual	3.5	110,910	39,777	9,657	High
X3	2,010	Europe	Red	Electric	Manual	2.2	90,566	64,350	6,690	Low
i3	2,024	South America	White	Petrol	Manual	2.3	130,432	107,552	3,522	Low
5 Series	2,015	Africa	Grey	Hybrid	Automatic	4.2	48,204	102,687	9,806	High
M5	2,021	Europe	White	Petrol	Automatic	4.1	17,328	103,281	1,117	Low
i8	2,024	North America	White	Diesel	Manual	4.4	49,938	51,218	8,502	High
7 Series	2,017	Africa	Black	Petrol	Manual	4.8	8,118	30,836	3,928	Low
X6	2,022	Europe	Blue	Hybrid	Manual	2.6	44,088	114,466	7,550	High
X1	2,012	Asia	Blue	Hybrid	Automatic	4.5	19,518	43,191	7,220	High
M3	2,020	Asia	Grey	Electric	Manual	3.8	123,900	92,072	4,783	Low
M5	2,010	Africa	Blue	Hybrid	Automatic	4.9	1,473	78,283	480	Low

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