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	Grey	Diesel	Manual	4	192,889	35,609	1,249	Low
i8	2,020	Europe	Silver	Petrol	Automatic	2.6	175,321	87,574	3,887	Low
5 Series	2,023	Asia	Red	Electric	Manual	2.6	74,120	43,929	5,733	Low
M5	2,021	Middle East	Silver	Hybrid	Automatic	3.2	192,633	71,159	3,133	Low
X3	2,020	Middle East	Silver	Diesel	Automatic	3.4	30,493	80,710	4,632	Low
7 Series	2,016	Europe	Silver	Petrol	Automatic	3.8	79,506	52,464	6,594	Low
M5	2,021	Africa	Grey	Hybrid	Manual	3.7	122,227	103,477	7,564	High
i8	2,015	North America	White	Diesel	Manual	2.8	70,030	52,188	4,758	Low
M5	2,019	North America	Red	Diesel	Manual	2.5	138,183	119,876	5,460	Low
M3	2,022	Europe	White	Hybrid	Manual	2.6	63,544	33,790	9,767	High
M5	2,018	Europe	Red	Hybrid	Automatic	3.8	137,403	38,805	7,618	High
5 Series	2,019	North America	Silver	Hybrid	Manual	3	18,493	80,517	1,423	Low
i3	2,013	Asia	Red	Diesel	Automatic	2	144,770	114,127	9,709	High
5 Series	2,023	South America	Black	Petrol	Manual	1.5	119,900	94,780	5,666	Low
3 Series	2,010	Asia	White	Diesel	Automatic	1.6	2,349	89,685	2,388	Low
X5	2,014	Middle East	Black	Diesel	Manual	4.5	121,581	58,971	4,230	Low
X6	2,022	Europe	White	Hybrid	Manual	3.1	159,925	61,217	6,760	Low
i8	2,015	North America	Black	Hybrid	Manual	3.8	153,942	35,334	6,699	Low
i8	2,015	Asia	Blue	Diesel	Manual	4.8	125,030	116,418	5,312	Low
X6	2,021	North America	Silver	Electric	Manual	1.9	152,433	101,287	5,096	Low
X5	2,010	Middle East	White	Petrol	Automatic	3.1	196,486	66,176	5,972	Low
i3	2,024	Europe	Silver	Electric	Manual	3.4	164,987	111,352	8,241	High
i3	2,016	Asia	Grey	Electric	Manual	4.4	136,581	93,931	8,633	High
i8	2,017	North America	Blue	Petrol	Automatic	5	47,800	48,541	9,782	High
i8	2,021	Middle East	Red	Petrol	Automatic	4	106,225	40,842	6,675	Low
M3	2,014	Middle East	Red	Hybrid	Manual	3.7	69,206	52,740	8,978	High
i8	2,011	Africa	White	Hybrid	Automatic	4.7	96,523	69,769	8,605	High
M3	2,011	Asia	Blue	Petrol	Manual	4.4	114,088	50,312	9,324	High
7 Series	2,020	South America	Silver	Petrol	Manual	4.5	15,684	46,126	1,468	Low
X3	2,014	Europe	Red	Petrol	Manual	1.5	106,044	106,484	924	Low
5 Series	2,016	Asia	Grey	Diesel	Automatic	3.3	189,951	37,826	2,659	Low
7 Series	2,016	Africa	White	Diesel	Automatic	4.2	128,003	102,581	2,951	Low
X1	2,022	South America	Blue	Electric	Manual	2.1	51,409	74,333	2,928	Low
M5	2,013	South America	Red	Electric	Automatic	4.1	13,852	81,638	4,430	Low
X5	2,020	Middle East	Blue	Hybrid	Manual	1.5	173,558	93,007	6,444	Low
7 Series	2,023	North America	Red	Electric	Automatic	3.5	70,974	76,072	639	Low
3 Series	2,012	Europe	Red	Hybrid	Automatic	4.5	158,499	40,017	2,551	Low
i8	2,018	Europe	Black	Hybrid	Automatic	3	174,380	112,387	3,012	Low
M3	2,021	Europe	Red	Hybrid	Manual	4.1	55,940	57,136	9,730	High
M3	2,023	Asia	Black	Hybrid	Manual	3.4	140,045	66,305	479	Low
3 Series	2,023	Europe	Blue	Diesel	Automatic	3.8	122,767	109,983	8,569	High
3 Series	2,016	Africa	Black	Electric	Automatic	3.3	133,247	37,741	2,320	Low
7 Series	2,011	Middle East	Blue	Petrol	Manual	3.2	131,511	89,854	324	Low
X1	2,010	Middle East	Silver	Hybrid	Automatic	4.4	154,263	40,474	6,716	Low
X5	2,020	Africa	Grey	Hybrid	Automatic	1.8	171,855	49,438	8,136	High
X3	2,011	Europe	Grey	Diesel	Manual	3.5	53,527	51,840	5,561	Low
X1	2,022	Middle East	Black	Diesel	Automatic	1.9	195,596	97,415	1,136	Low
X5	2,021	South America	Blue	Petrol	Automatic	3.5	152,637	77,426	7,846	High
M3	2,012	Africa	Silver	Hybrid	Manual	4.9	14,415	74,860	5,390	Low
X5	2,014	Middle East	White	Hybrid	Automatic	1.7	65,697	92,027	1,183	Low
X1	2,023	South America	Silver	Electric	Automatic	3	129,564	112,137	5,476	Low
M5	2,024	South America	Silver	Hybrid	Manual	4.3	94,568	36,516	1,771	Low
X3	2,012	Africa	Red	Hybrid	Automatic	2.8	125,196	87,527	154	Low
X6	2,019	Asia	Red	Diesel	Automatic	3.3	158,856	69,210	8,934	High
3 Series	2,018	Asia	Grey	Diesel	Manual	1.9	31,715	82,272	3,670	Low
i3	2,019	North America	Red	Hybrid	Automatic	2.3	9,177	117,870	7,826	High
X3	2,013	Asia	Silver	Electric	Manual	3.9	24,920	58,545	8,742	High
X5	2,016	Europe	Silver	Diesel	Automatic	4.4	90,114	107,575	3,105	Low
X5	2,013	Middle East	White	Hybrid	Manual	3.8	169,530	31,267	6,910	Low
i3	2,012	Europe	White	Petrol	Manual	4.4	172,547	55,873	7,669	High
i3	2,019	Europe	Grey	Electric	Manual	3.6	146,348	69,315	9,245	High
M5	2,010	Middle East	Blue	Electric	Automatic	4.3	10,865	102,632	115	Low
M5	2,023	Europe	Black	Electric	Automatic	4.9	28,118	67,779	6,127	Low
M3	2,021	North America	White	Diesel	Automatic	1.8	164,679	58,678	256	Low
X6	2,018	Africa	Red	Electric	Manual	3.2	93,743	59,838	6,552	Low
5 Series	2,022	Middle East	Black	Diesel	Automatic	2.2	42,891	40,022	1,345	Low
X5	2,020	Asia	Red	Hybrid	Automatic	3.1	124,491	109,605	3,027	Low
M5	2,010	Africa	Grey	Diesel	Manual	3.2	54,143	107,113	4,860	Low
X6	2,020	Middle East	Grey	Electric	Manual	3.7	72,084	94,913	6,292	Low
M3	2,022	Europe	Grey	Hybrid	Automatic	3	128,612	84,232	2,375	Low
i8	2,010	Africa	White	Hybrid	Automatic	2.6	105,938	67,539	8,188	High
X5	2,024	North America	Black	Diesel	Manual	1.7	75,965	95,897	8,759	High
X3	2,010	Middle East	Red	Electric	Automatic	1.6	38,713	66,696	6,127	Low
i8	2,023	Asia	Red	Hybrid	Manual	2.1	181,088	93,172	8,375	High
X5	2,014	North America	Silver	Electric	Automatic	3.1	193,949	96,533	3,086	Low
X5	2,016	South America	Red	Electric	Manual	3	154,570	91,366	8,274	High
X1	2,016	Middle East	Grey	Hybrid	Automatic	2.2	125,566	103,843	3,247	Low
X6	2,019	South America	White	Electric	Automatic	4.4	43,133	88,587	2,204	Low
X6	2,010	Middle East	Silver	Hybrid	Manual	3.9	167,314	35,883	6,804	Low
5 Series	2,015	Europe	Black	Diesel	Automatic	2.7	50,217	104,325	543	Low
3 Series	2,018	Middle East	Red	Electric	Manual	4.3	135,986	106,482	6,919	Low
X1	2,015	Europe	Black	Petrol	Automatic	5	63,707	59,470	8,584	High
X5	2,024	North America	Blue	Electric	Automatic	2.4	178,286	90,523	8,703	High
i8	2,013	South America	Grey	Diesel	Automatic	2.8	173,808	59,314	6,374	Low
X5	2,024	North America	Blue	Hybrid	Automatic	5	47,605	81,432	3,143	Low
5 Series	2,019	North America	Grey	Hybrid	Automatic	2	176,123	90,954	7,722	High
X3	2,018	Middle East	Silver	Electric	Automatic	1.8	145,625	33,602	9,255	High
X6	2,022	Africa	Grey	Electric	Manual	3.3	9,274	61,496	5,051	Low
i8	2,012	Europe	Blue	Diesel	Manual	3.1	191,531	72,009	7,688	High
7 Series	2,022	Africa	Blue	Petrol	Manual	1.8	165,992	48,316	9,292	High
i8	2,019	North America	Grey	Petrol	Automatic	2.5	63,332	108,304	5,565	Low
i3	2,013	Middle East	Red	Hybrid	Manual	3	157,314	76,576	2,461	Low
3 Series	2,013	Europe	Blue	Hybrid	Automatic	4.4	176,202	39,517	3,938	Low
5 Series	2,013	Europe	Blue	Hybrid	Manual	4	40,884	70,697	3,955	Low
M3	2,015	South America	Red	Petrol	Automatic	4.7	117,674	95,113	9,577	High
X6	2,022	Asia	Blue	Electric	Automatic	2.7	18,779	65,827	5,639	Low
M5	2,020	North America	White	Hybrid	Automatic	2.6	19,541	35,982	8,203	High
i3	2,024	Middle East	White	Electric	Automatic	3.1	96,014	82,454	877	Low
i3	2,024	Asia	Grey	Petrol	Manual	1.5	30,269	99,011	8,950	High
i8	2,020	Middle East	White	Diesel	Manual	2.2	3,958	82,791	3,219	Low

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