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	2,010	Africa	White	Hybrid	Automatic	2.1	69,952	78,230	2,007	Low
i3	2,024	North America	Black	Diesel	Automatic	4.6	83,712	97,156	787	Low
5 Series	2,022	Asia	Red	Petrol	Automatic	1.9	199,938	42,128	2,045	Low
3 Series	2,017	South America	Blue	Electric	Manual	2.1	119,401	38,718	9,892	High
M5	2,018	South America	Black	Hybrid	Manual	3.2	111,811	57,696	7,465	High
X3	2,013	North America	White	Diesel	Automatic	4.8	108,247	38,375	4,128	Low
7 Series	2,019	Asia	Black	Diesel	Manual	2.7	180,427	93,287	237	Low
i3	2,012	Africa	Black	Diesel	Automatic	3.8	173,133	102,180	3,619	Low
X1	2,011	South America	Blue	Diesel	Automatic	3.6	48,599	78,987	6,798	Low
3 Series	2,014	Asia	Blue	Electric	Manual	2	29,597	117,123	8,055	High
5 Series	2,023	Asia	Blue	Hybrid	Automatic	2.4	198,246	93,176	9,510	High
5 Series	2,012	Europe	Black	Electric	Manual	4.8	138,864	64,904	1,136	Low
5 Series	2,019	South America	Silver	Electric	Manual	2.1	180,878	116,827	1,972	Low
3 Series	2,016	Europe	Blue	Electric	Automatic	3.9	111,934	46,044	4,320	Low
X3	2,020	South America	Silver	Diesel	Manual	4.9	154,555	32,802	3,213	Low
X5	2,015	North America	White	Electric	Automatic	1.9	60,974	93,419	6,056	Low
X5	2,010	Asia	Red	Diesel	Manual	2.9	4,831	64,857	8,848	High
3 Series	2,021	Europe	Red	Hybrid	Automatic	2.3	42,740	91,217	6,338	Low
M5	2,017	Africa	Silver	Electric	Automatic	2.3	106,078	67,952	3,183	Low
3 Series	2,011	South America	Grey	Petrol	Manual	1.9	79,552	54,622	7,484	High
7 Series	2,014	South America	Blue	Diesel	Manual	3.8	133,089	88,882	3,628	Low
M5	2,018	Asia	Silver	Petrol	Manual	4.1	131,562	39,633	2,096	Low
M5	2,017	South America	Black	Diesel	Automatic	3.9	166,858	31,504	2,280	Low
i8	2,011	North America	Grey	Petrol	Automatic	4.7	26,599	105,233	6,089	Low
M5	2,018	North America	Silver	Electric	Automatic	2	68,596	47,379	9,659	High
5 Series	2,014	Middle East	White	Petrol	Automatic	2.6	177,633	34,106	1,159	Low
i8	2,019	Asia	Blue	Hybrid	Automatic	2.7	155,934	71,028	424	Low
5 Series	2,023	Europe	White	Electric	Automatic	2.3	1,692	97,496	2,862	Low
i3	2,015	South America	White	Petrol	Automatic	2	51,532	96,999	2,261	Low
i8	2,022	North America	Silver	Hybrid	Automatic	3.2	157,833	69,785	111	Low
3 Series	2,012	Asia	Blue	Hybrid	Manual	4.4	144,520	116,926	5,887	Low
M3	2,022	Europe	Red	Hybrid	Automatic	4.8	162,092	118,584	5,352	Low
M5	2,012	Middle East	White	Electric	Automatic	2	98,050	46,517	8,447	High
X3	2,019	North America	Silver	Electric	Automatic	4.4	85,658	59,822	7,309	High
3 Series	2,017	Africa	White	Hybrid	Manual	4.4	415	48,910	731	Low
M3	2,020	Middle East	Blue	Petrol	Automatic	2.9	41,223	68,369	2,705	Low
X1	2,019	Asia	Blue	Electric	Manual	1.9	36,812	112,533	8,340	High
X5	2,019	Europe	Black	Electric	Manual	5	133,777	31,307	736	Low
X6	2,024	Middle East	Black	Hybrid	Manual	3.8	85,657	87,651	6,579	Low
i8	2,021	Asia	Red	Petrol	Automatic	4.9	9,453	80,622	3,271	Low
i3	2,011	Asia	Silver	Diesel	Manual	3.2	47,576	100,400	5,686	Low
7 Series	2,020	Asia	Black	Hybrid	Automatic	2.9	130,363	81,881	3,441	Low
X5	2,021	Europe	Black	Petrol	Manual	2.4	137,964	114,626	479	Low
3 Series	2,021	Asia	Blue	Electric	Automatic	4.9	79,226	119,671	7,860	High
i8	2,011	North America	Grey	Diesel	Automatic	2.4	69,408	92,248	7,557	High
M3	2,022	Europe	Red	Electric	Manual	1.6	147,421	58,369	7,628	High
X6	2,014	Africa	Blue	Hybrid	Automatic	3.3	184,862	113,910	9,927	High
M5	2,015	Europe	Black	Hybrid	Automatic	2.8	126,880	30,766	8,614	High
M5	2,021	Africa	Blue	Hybrid	Manual	2.4	15,941	59,268	7,710	High
X1	2,011	South America	Silver	Hybrid	Automatic	3.7	99,494	64,148	4,708	Low
i8	2,024	North America	Red	Diesel	Automatic	2.8	111,774	36,809	6,694	Low
5 Series	2,014	North America	Blue	Diesel	Automatic	2.9	11,848	64,849	1,157	Low
7 Series	2,016	South America	White	Electric	Manual	1.6	29,563	107,014	1,375	Low
M5	2,019	Europe	White	Electric	Manual	3.6	181,228	101,328	8,132	High
X3	2,019	Africa	Blue	Petrol	Automatic	1.9	173,887	81,219	7,114	High
i3	2,017	Europe	White	Petrol	Automatic	2.2	30,373	101,061	3,539	Low
X1	2,021	Middle East	White	Electric	Automatic	4	118,953	49,799	9,413	High
i3	2,016	Asia	Grey	Diesel	Manual	2.6	141,780	80,276	4,545	Low
7 Series	2,017	South America	Black	Diesel	Manual	2.1	193,588	56,626	480	Low
M3	2,023	Asia	Silver	Hybrid	Automatic	3.5	117,643	34,033	8,929	High
7 Series	2,021	Africa	Red	Electric	Manual	2.3	157,346	52,941	6,665	Low
3 Series	2,018	Europe	Grey	Hybrid	Automatic	2.4	80,206	113,506	6,349	Low
M3	2,024	Middle East	Red	Electric	Manual	3.7	173,875	55,593	9,838	High
M3	2,014	Africa	White	Petrol	Manual	4.1	111,210	33,586	5,801	Low
X5	2,022	South America	Grey	Hybrid	Manual	4.1	169,563	72,434	437	Low
X3	2,014	Middle East	Red	Electric	Manual	3.2	166,239	88,636	7,952	High
M5	2,020	North America	Blue	Electric	Manual	3.1	115,826	113,527	3,064	Low
5 Series	2,019	South America	White	Petrol	Manual	4.3	183,513	117,445	7,390	High
X6	2,013	North America	Grey	Petrol	Automatic	2.2	197,565	35,971	8,575	High
5 Series	2,022	Africa	Black	Petrol	Automatic	2	69,321	40,778	2,418	Low
5 Series	2,018	South America	White	Diesel	Automatic	3.8	44,392	105,586	4,968	Low
5 Series	2,014	North America	Red	Hybrid	Manual	2.9	147,606	97,578	8,157	High
M3	2,023	Asia	Black	Hybrid	Manual	4	146,816	66,852	9,524	High
7 Series	2,011	South America	Red	Hybrid	Manual	2.4	178,767	78,780	5,203	Low
5 Series	2,024	South America	Silver	Hybrid	Manual	2.6	128,442	118,959	9,263	High
i8	2,019	Middle East	Red	Petrol	Automatic	4.6	53,972	49,264	2,023	Low
X1	2,017	Africa	Silver	Petrol	Automatic	3	161,966	51,749	2,451	Low
7 Series	2,024	Africa	Black	Hybrid	Automatic	3.6	32,464	55,980	7,245	High
X5	2,016	Europe	Grey	Hybrid	Automatic	1.9	103,443	50,337	6,748	Low
M5	2,017	Asia	Grey	Diesel	Automatic	2.1	120,537	41,157	8,204	High
7 Series	2,021	Asia	White	Petrol	Automatic	1.6	135,440	66,920	2,628	Low
7 Series	2,012	Africa	Grey	Hybrid	Manual	3	191,960	57,672	3,606	Low
7 Series	2,024	Asia	Black	Diesel	Manual	5	63,512	97,881	7,593	High
3 Series	2,024	Europe	Red	Hybrid	Automatic	4.6	144,475	71,097	2,274	Low
i3	2,013	Middle East	Grey	Petrol	Automatic	3.7	27,072	46,531	1,546	Low
M3	2,014	Asia	Silver	Hybrid	Automatic	4.5	159,868	80,296	8,353	High
M3	2,015	Middle East	Red	Hybrid	Manual	3.6	18,509	64,124	8,488	High
M5	2,010	North America	Silver	Electric	Manual	2.8	138,445	90,193	1,022	Low
7 Series	2,013	Africa	White	Diesel	Automatic	2.1	199,438	66,280	4,671	Low
X5	2,020	Asia	Blue	Petrol	Manual	3.8	154,948	67,811	9,747	High
M5	2,021	South America	White	Diesel	Manual	2.2	185,742	36,938	7,865	High
X3	2,019	Africa	Silver	Diesel	Automatic	3	4,467	81,654	8,413	High
5 Series	2,022	Asia	Grey	Electric	Manual	4.4	10,814	71,689	7,583	High
X5	2,014	South America	Grey	Electric	Manual	2	172,449	46,528	8,770	High
3 Series	2,016	North America	Black	Electric	Automatic	2	92,764	42,208	6,151	Low
i8	2,022	Africa	Blue	Diesel	Manual	2.3	10,325	59,716	9,345	High
5 Series	2,014	Asia	Black	Petrol	Automatic	3.4	89,615	109,332	2,449	Low
i8	2,022	Asia	Blue	Hybrid	Automatic	2.4	155,718	78,280	4,009	Low
7 Series	2,022	Africa	Grey	Hybrid	Manual	3.3	38,080	119,752	5,674	Low
3 Series	2,010	Europe	Grey	Petrol	Manual	2.6	3,378	107,469	2,765	Low

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