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
X6	2,011	Asia	Blue	Diesel	Manual	4.1	73,574	116,805	6,473	Low
5 Series	2,015	North America	Grey	Electric	Manual	2.1	173,213	36,802	5,217	Low
X1	2,017	North America	Silver	Diesel	Manual	4.6	100,627	107,050	2,192	Low
X5	2,024	Middle East	Red	Hybrid	Manual	2.8	27,087	52,547	7,021	High
M5	2,017	North America	Blue	Petrol	Automatic	3.2	155,662	92,967	8,431	High
7 Series	2,020	South America	Silver	Electric	Manual	1.6	50,051	80,326	5,538	Low
i8	2,011	North America	Blue	Petrol	Manual	4.9	7,706	114,652	390	Low
7 Series	2,015	South America	Red	Hybrid	Manual	4.3	44,707	87,008	8,737	High
X5	2,021	Asia	Black	Petrol	Automatic	3.1	4,001	65,052	673	Low
X5	2,014	South America	Silver	Diesel	Automatic	4.7	116,178	84,437	7,398	High
7 Series	2,016	Europe	White	Petrol	Manual	4.8	101,735	112,452	5,502	Low
X1	2,013	Europe	Black	Petrol	Manual	3.4	104,239	85,770	3,861	Low
X6	2,021	North America	Grey	Electric	Manual	2.3	97,977	101,580	3,750	Low
7 Series	2,022	Africa	Grey	Petrol	Manual	3.2	199,977	51,333	3,908	Low
X5	2,011	South America	Silver	Electric	Automatic	2.6	190,772	106,968	3,380	Low
X5	2,019	Middle East	Red	Electric	Manual	3.1	163,220	83,841	3,906	Low
M3	2,012	Europe	Red	Electric	Automatic	4.7	63,478	39,212	4,611	Low
3 Series	2,018	South America	Silver	Hybrid	Manual	2.5	17,432	72,766	1,012	Low
X5	2,019	South America	Red	Petrol	Automatic	4.4	101,712	64,559	5,869	Low
i8	2,017	Asia	Black	Petrol	Automatic	4.8	143,335	100,277	2,866	Low
X5	2,022	South America	White	Electric	Automatic	4.3	7,228	36,022	3,689	Low
7 Series	2,018	South America	Black	Hybrid	Automatic	3.3	27,498	34,474	2,091	Low
X6	2,014	North America	White	Diesel	Manual	3.5	149,786	108,773	735	Low
i3	2,022	Asia	Red	Electric	Automatic	4.4	177,467	93,592	9,135	High
M5	2,014	Asia	Black	Petrol	Manual	1.7	72,542	61,381	6,605	Low
M3	2,016	Africa	Grey	Hybrid	Automatic	4.1	45,310	95,678	7,455	High
i3	2,016	South America	Red	Electric	Automatic	3.4	160,530	50,913	4,288	Low
X5	2,010	Africa	Grey	Petrol	Automatic	2.9	35,984	112,095	6,029	Low
X3	2,021	Europe	Silver	Petrol	Automatic	4.2	137,788	78,111	4,167	Low
X5	2,024	Asia	Red	Electric	Manual	2.4	179,890	100,656	2,655	Low
i3	2,023	South America	Red	Diesel	Manual	4.6	29,200	84,991	6,644	Low
i8	2,014	South America	Black	Petrol	Manual	3.9	72,911	43,388	2,078	Low
M3	2,017	Europe	Red	Diesel	Manual	3.6	116,321	63,739	1,261	Low
7 Series	2,016	Middle East	Red	Diesel	Manual	3.3	58,359	69,525	482	Low
i8	2,020	Middle East	Red	Petrol	Automatic	2.2	176,454	35,900	4,275	Low
X1	2,011	South America	Blue	Hybrid	Manual	3.7	107,720	96,257	462	Low
5 Series	2,023	Europe	Red	Hybrid	Manual	4	111,629	42,807	5,375	Low
M3	2,017	Asia	Blue	Diesel	Manual	1.5	17,303	68,469	5,551	Low
X5	2,011	Asia	White	Electric	Manual	2.8	147,249	81,011	3,280	Low
i8	2,019	Africa	White	Hybrid	Automatic	4.4	111,559	68,575	6,892	Low
M5	2,010	Middle East	Blue	Electric	Manual	3.7	44,014	44,294	1,230	Low
M3	2,020	Europe	White	Electric	Manual	3.7	119,577	46,663	8,810	High
X5	2,020	Europe	White	Electric	Automatic	2.3	2,704	78,703	9,949	High
X1	2,023	Africa	Black	Diesel	Automatic	3.7	97,305	83,976	7,849	High
i8	2,020	Middle East	Red	Electric	Automatic	4.3	151,211	39,164	4,501	Low
i8	2,012	Middle East	White	Hybrid	Automatic	2.9	145,194	51,734	3,077	Low
i3	2,012	North America	Red	Hybrid	Automatic	2.1	30,187	74,816	9,802	High
7 Series	2,015	Africa	Grey	Petrol	Automatic	1.8	82,232	44,197	1,274	Low
3 Series	2,021	Middle East	Black	Electric	Automatic	3.3	83,202	90,879	8,145	High
M3	2,012	Africa	Black	Petrol	Automatic	3.9	136,390	98,743	3,153	Low
X3	2,016	Middle East	Silver	Hybrid	Manual	2.1	66,451	49,080	9,069	High
X6	2,017	Asia	Silver	Petrol	Automatic	3	111,783	49,829	1,416	Low
X5	2,012	Europe	White	Petrol	Manual	3.5	149,144	64,087	7,165	High
M3	2,018	South America	Red	Diesel	Automatic	2	20,360	91,242	4,203	Low
X3	2,010	Europe	Grey	Electric	Automatic	2.4	109,559	75,354	8,866	High
X3	2,024	Asia	Red	Diesel	Manual	3.6	165,261	90,829	2,317	Low
X1	2,012	Europe	White	Diesel	Automatic	4	111,249	95,620	7,910	High
M5	2,021	Africa	Blue	Petrol	Manual	3.7	94,420	32,699	5,233	Low
X5	2,012	North America	Silver	Petrol	Manual	4	157,573	102,536	2,760	Low
X3	2,016	South America	White	Petrol	Manual	3.5	3,586	104,157	3,748	Low
M5	2,020	Africa	Black	Hybrid	Manual	4.4	123,580	118,595	7,440	High
i3	2,020	Asia	Red	Petrol	Manual	4.4	40,251	57,447	398	Low
3 Series	2,014	Middle East	Silver	Petrol	Automatic	4.3	177,917	57,323	8,154	High
X5	2,013	Asia	Silver	Electric	Manual	3.5	108,497	76,038	5,995	Low
X3	2,011	Europe	Silver	Hybrid	Automatic	5	126,113	39,364	4,075	Low
M5	2,016	Africa	Blue	Petrol	Automatic	1.6	189,041	85,967	5,719	Low
5 Series	2,012	Africa	Silver	Electric	Manual	2.2	35,405	116,787	2,981	Low
7 Series	2,016	Africa	White	Petrol	Manual	4.3	158,146	118,999	9,546	High
X6	2,019	Asia	Red	Petrol	Manual	4.4	43,876	53,225	3,341	Low
M3	2,021	Africa	Black	Hybrid	Automatic	4.4	33,257	84,431	4,377	Low
7 Series	2,016	North America	Black	Diesel	Automatic	4.6	55,117	103,006	8,737	High
X5	2,020	Europe	Grey	Diesel	Automatic	3	69,206	103,523	2,761	Low
3 Series	2,011	Europe	Black	Petrol	Automatic	4.8	58,059	66,904	6,724	Low
5 Series	2,016	Asia	Blue	Petrol	Manual	2.2	165,968	32,460	5,888	Low
5 Series	2,015	Europe	Grey	Hybrid	Automatic	4.8	6,636	51,322	7,338	High
M3	2,019	Europe	Silver	Diesel	Manual	3.4	119,230	84,604	2,137	Low
X6	2,013	Middle East	Red	Electric	Manual	2.1	2,807	64,597	7,925	High
M5	2,020	South America	Red	Electric	Automatic	4.1	52,922	58,413	7,459	High
3 Series	2,014	Asia	White	Petrol	Manual	2.5	75,123	47,417	248	Low
7 Series	2,021	Europe	White	Electric	Automatic	2.3	29,513	96,243	4,423	Low
M3	2,017	Asia	Black	Electric	Automatic	2.1	42,584	31,899	7,852	High
X5	2,014	North America	Red	Petrol	Manual	1.6	60,882	46,320	3,711	Low
7 Series	2,012	North America	Blue	Electric	Automatic	4.2	55,229	48,720	8,098	High
i3	2,011	South America	Black	Electric	Automatic	3.2	40,212	112,078	158	Low
M3	2,015	Middle East	Red	Hybrid	Automatic	4.9	108,712	37,428	8,227	High
i8	2,015	South America	White	Diesel	Manual	3	180,573	43,925	9,293	High
X3	2,016	South America	White	Diesel	Manual	4.5	119,142	114,292	2,647	Low
X1	2,017	Asia	Red	Hybrid	Manual	4.9	169,739	73,784	8,129	High
X1	2,013	Asia	Red	Electric	Manual	1.6	92,600	108,080	7,893	High
X5	2,021	Europe	Grey	Petrol	Manual	1.9	112,935	81,729	405	Low
X1	2,017	North America	White	Petrol	Manual	2.7	121,737	83,092	9,835	High
M3	2,021	North America	Black	Diesel	Automatic	4.5	51,261	107,117	9,161	High
X6	2,010	South America	Blue	Diesel	Automatic	4.4	166,412	55,361	2,470	Low
3 Series	2,015	Europe	Silver	Petrol	Manual	2.8	81,911	53,354	3,286	Low
M3	2,015	North America	Blue	Electric	Automatic	2.2	90,301	87,751	8,950	High
X6	2,012	Asia	Silver	Electric	Automatic	4.3	98,370	116,093	9,839	High
M3	2,018	Africa	Red	Hybrid	Automatic	3.6	25,314	81,793	474	Low
i8	2,021	North America	Black	Petrol	Manual	1.6	91,561	104,668	1,304	Low
M3	2,021	Middle East	Grey	Petrol	Automatic	4.3	143,329	94,640	9,672	High
i3	2,014	Europe	Silver	Petrol	Automatic	4.8	50,880	77,892	4,592	Low

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