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	2,020	North America	Red	Petrol	Manual	2.7	165,754	118,235	4,693	Low
5 Series	2,016	Middle East	White	Electric	Manual	2.9	178,145	51,217	4,015	Low
M5	2,021	Asia	Red	Hybrid	Manual	2	7,464	79,292	8,773	High
7 Series	2,017	Europe	Silver	Petrol	Manual	2.7	74,794	95,956	3,520	Low
X5	2,014	South America	Black	Electric	Automatic	4.8	161,475	80,094	9,350	High
i8	2,014	Africa	Red	Petrol	Automatic	4.5	12,530	95,328	4,873	Low
M3	2,014	Europe	Blue	Petrol	Manual	3.1	19,320	69,231	5,039	Low
M3	2,010	Middle East	Silver	Petrol	Automatic	4	164,999	104,703	8,899	High
X1	2,015	Europe	Silver	Petrol	Automatic	2	69,967	78,227	9,172	High
5 Series	2,014	North America	Blue	Electric	Manual	4.1	81,904	95,472	7,208	High
X6	2,017	Asia	Red	Hybrid	Automatic	3.2	81,642	109,924	4,276	Low
5 Series	2,017	South America	Blue	Diesel	Automatic	4	73,338	32,506	5,619	Low
X3	2,011	Africa	Black	Petrol	Manual	3.8	103,432	119,695	9,157	High
X3	2,020	North America	Black	Petrol	Automatic	2.3	114,408	30,130	8,703	High
5 Series	2,015	Europe	Silver	Hybrid	Automatic	4.4	88,919	102,468	778	Low
X3	2,021	South America	Grey	Electric	Manual	3.5	3,878	51,722	1,210	Low
7 Series	2,020	South America	Silver	Electric	Manual	4.2	17,280	37,475	1,276	Low
7 Series	2,019	South America	Silver	Petrol	Manual	1.8	25,224	113,265	4,842	Low
X6	2,019	Europe	Black	Diesel	Manual	3.7	153,965	101,537	9,910	High
5 Series	2,024	Europe	Grey	Diesel	Manual	2.5	58,164	69,623	5,517	Low
i3	2,015	South America	Silver	Hybrid	Manual	4.5	165,294	112,108	3,924	Low
X6	2,012	Middle East	Red	Diesel	Manual	4.8	44,206	79,143	3,551	Low
X3	2,010	Europe	Red	Diesel	Manual	1.7	71,358	52,176	5,835	Low
M3	2,016	Middle East	Blue	Petrol	Automatic	4	148,234	87,641	2,047	Low
5 Series	2,019	Europe	White	Petrol	Manual	1.9	47,280	78,032	3,915	Low
3 Series	2,014	South America	Grey	Electric	Automatic	4.5	47,144	76,171	5,958	Low
i3	2,021	South America	Blue	Hybrid	Automatic	1.9	94,134	84,598	6,006	Low
X1	2,021	Africa	Red	Petrol	Automatic	2.2	187,500	116,757	1,691	Low
M5	2,019	Europe	Silver	Electric	Automatic	2.4	161,026	39,951	2,621	Low
i8	2,014	Asia	White	Electric	Automatic	4	90,849	37,222	1,659	Low
M5	2,020	Asia	White	Hybrid	Manual	2.5	72,015	59,609	9,105	High
i8	2,017	Africa	Red	Diesel	Automatic	3.6	192,269	33,499	357	Low
5 Series	2,021	South America	Silver	Electric	Manual	3.5	125,795	39,085	3,756	Low
X3	2,014	Asia	Black	Petrol	Automatic	2.9	92,738	57,063	1,488	Low
X5	2,014	Middle East	Black	Electric	Automatic	3.4	88,175	43,937	2,504	Low
M5	2,010	Africa	Grey	Diesel	Manual	1.9	177,393	113,845	8,788	High
i3	2,011	Africa	Silver	Hybrid	Manual	4.6	21,637	110,105	1,576	Low
3 Series	2,014	North America	Grey	Petrol	Manual	2.2	173,071	112,674	3,439	Low
7 Series	2,016	Asia	Grey	Petrol	Automatic	4.6	179,123	102,961	7,716	High
5 Series	2,012	Africa	White	Diesel	Manual	3.3	184,935	93,024	7,944	High
M3	2,021	Europe	White	Petrol	Automatic	3.6	86,524	42,748	6,129	Low
5 Series	2,024	Europe	Silver	Electric	Automatic	2.4	196,556	114,826	9,096	High
7 Series	2,010	Europe	Silver	Hybrid	Automatic	2.3	36,148	108,196	458	Low
5 Series	2,020	Africa	Red	Electric	Automatic	3.2	152,484	105,927	6,497	Low
i3	2,021	Africa	Black	Diesel	Automatic	2.4	50,135	32,948	4,072	Low
i8	2,011	North America	Red	Hybrid	Automatic	3	32,768	119,291	5,444	Low
X1	2,012	Asia	Silver	Petrol	Manual	3	27,119	113,017	5,778	Low
M3	2,021	South America	Red	Electric	Manual	2.4	178,844	38,305	9,956	High
X3	2,018	North America	White	Petrol	Manual	2.5	153,434	111,875	6,909	Low
5 Series	2,017	Africa	Grey	Diesel	Manual	4.9	197,005	45,412	119	Low
M3	2,024	Asia	Grey	Hybrid	Automatic	3.6	79,615	47,475	1,852	Low
M5	2,013	Africa	White	Petrol	Automatic	4.4	87,886	44,048	2,062	Low
i8	2,017	Europe	Silver	Hybrid	Automatic	1.7	159,945	49,634	2,571	Low
M3	2,022	South America	Red	Electric	Manual	1.5	122,519	80,287	5,076	Low
5 Series	2,018	Middle East	Blue	Electric	Automatic	3.3	60,431	101,696	8,554	High
i3	2,012	North America	Grey	Hybrid	Automatic	4.4	82,588	42,486	7,974	High
X5	2,015	North America	White	Petrol	Manual	3.6	81,288	70,342	9,370	High
X6	2,017	Africa	Black	Petrol	Automatic	3.7	39,587	107,368	9,036	High
X5	2,019	Asia	Red	Hybrid	Manual	2	137,802	45,254	8,988	High
X1	2,016	Europe	Black	Diesel	Automatic	4.9	97,298	51,305	4,843	Low
5 Series	2,018	Africa	Red	Electric	Manual	3.4	181,647	105,065	6,304	Low
X1	2,016	South America	Grey	Electric	Automatic	1.9	167,688	73,215	9,505	High
X3	2,010	North America	Silver	Electric	Automatic	2.9	123,179	30,530	5,076	Low
i3	2,018	Middle East	Grey	Petrol	Manual	1.8	10,420	30,180	5,152	Low
M3	2,021	Europe	Silver	Electric	Automatic	3	28,122	70,353	8,639	High
7 Series	2,014	North America	Grey	Electric	Manual	4	66,145	53,211	9,640	High
X3	2,015	South America	Red	Petrol	Manual	2.6	72,266	41,643	3,813	Low
7 Series	2,011	Asia	Silver	Diesel	Manual	2.6	143,826	60,590	2,796	Low
M3	2,024	South America	Grey	Diesel	Automatic	3.3	78,535	111,265	4,152	Low
M5	2,011	Asia	Black	Diesel	Manual	3.2	116,906	106,056	7,748	High
X5	2,022	South America	Red	Diesel	Manual	3.1	1,903	46,688	9,236	High
X1	2,013	Africa	White	Electric	Manual	3.3	76,755	86,275	9,184	High
X3	2,013	South America	White	Petrol	Manual	1.7	79,656	48,280	689	Low
X6	2,014	Africa	Red	Electric	Manual	3.2	143,370	88,980	9,501	High
X5	2,016	North America	White	Diesel	Automatic	5	140	70,319	727	Low
5 Series	2,022	North America	White	Electric	Automatic	4.2	134,352	101,795	5,497	Low
M3	2,020	South America	Blue	Petrol	Automatic	2.5	129,962	53,490	734	Low
M5	2,021	Europe	Black	Hybrid	Manual	3.9	59,862	50,656	7,696	High
i8	2,024	Asia	Red	Petrol	Automatic	2.7	188,725	79,486	9,814	High
X5	2,010	Africa	Grey	Electric	Automatic	2.2	141,195	85,280	8,793	High
M3	2,019	Europe	Black	Diesel	Automatic	4.2	93,146	82,713	2,768	Low
X1	2,013	Europe	Black	Diesel	Manual	2.2	136,918	54,965	4,859	Low
3 Series	2,022	South America	Black	Hybrid	Manual	4.5	193,846	33,188	9,787	High
X6	2,018	Europe	Silver	Hybrid	Automatic	2.8	190,579	54,543	9,478	High
M3	2,017	Asia	Silver	Diesel	Manual	4.1	83,080	111,680	1,027	Low
7 Series	2,012	South America	White	Diesel	Automatic	2.4	62,697	61,108	7,857	High
5 Series	2,015	Asia	Silver	Hybrid	Manual	3.8	159,960	60,241	3,251	Low
X6	2,020	North America	Blue	Electric	Automatic	2.2	70,360	112,133	3,891	Low
X1	2,018	Africa	Red	Hybrid	Manual	1.6	155,913	111,127	5,147	Low
X5	2,017	Asia	Blue	Electric	Automatic	4.4	185,252	46,520	6,726	Low
M3	2,016	Middle East	Black	Petrol	Automatic	4.5	29,803	93,037	8,643	High
X3	2,016	Middle East	Red	Diesel	Automatic	4.6	141,826	59,339	8,012	High
M3	2,010	Europe	White	Diesel	Automatic	1.6	188,055	118,592	3,420	Low
X5	2,024	Europe	Grey	Diesel	Manual	4.2	62,551	55,173	1,440	Low
X5	2,014	South America	Grey	Electric	Automatic	4.4	7,673	51,581	9,638	High
7 Series	2,016	Middle East	Grey	Diesel	Automatic	2.6	17,928	101,194	2,369	Low
5 Series	2,023	Africa	White	Petrol	Automatic	3.1	87,025	96,771	9,629	High
i8	2,022	Middle East	Red	Hybrid	Manual	2.9	138,528	61,208	489	Low
5 Series	2,011	Africa	Grey	Diesel	Automatic	3	125,965	94,701	5,753	Low
M5	2,024	Europe	Silver	Hybrid	Manual	4.5	7,991	111,234	8,589	High

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