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
X1	2,024	Middle East	Red	Electric	Automatic	3.4	49,878	83,064	5,338	Low
M3	2,010	South America	Red	Hybrid	Manual	4.1	121,705	85,904	9,904	High
X5	2,022	Asia	Blue	Electric	Manual	2.5	143,290	45,107	1,535	Low
i8	2,014	Middle East	Silver	Petrol	Manual	3	115,505	102,285	4,575	Low
5 Series	2,022	Africa	Blue	Hybrid	Automatic	4.3	194,756	113,342	8,821	High
i8	2,010	Europe	Red	Hybrid	Manual	4.7	97,268	47,733	2,817	Low
i3	2,016	North America	Red	Diesel	Automatic	4.6	76,966	119,321	7,838	High
i8	2,017	Africa	Red	Electric	Manual	3.2	126,433	38,226	2,026	Low
X5	2,012	Africa	Grey	Hybrid	Manual	3.3	166,056	92,284	4,979	Low
X3	2,012	North America	White	Hybrid	Automatic	3.4	87,416	100,524	333	Low
X5	2,016	Europe	Silver	Hybrid	Manual	4.5	199,876	51,852	8,322	High
7 Series	2,013	Asia	Black	Petrol	Automatic	4.4	109,114	30,825	8,486	High
M5	2,012	Asia	Blue	Diesel	Automatic	2.6	21,180	60,122	3,487	Low
i8	2,024	Asia	Red	Hybrid	Manual	2.1	14,513	67,292	6,584	Low
i8	2,017	North America	Red	Electric	Manual	2.8	99,051	50,164	2,340	Low
X1	2,012	Europe	Red	Petrol	Manual	2.5	8,374	113,652	5,687	Low
M3	2,022	Middle East	Silver	Hybrid	Manual	4.8	94,595	89,450	3,733	Low
7 Series	2,023	South America	White	Hybrid	Automatic	2.4	89,871	117,857	1,045	Low
i3	2,016	Asia	Silver	Diesel	Manual	2.1	70,130	40,498	5,574	Low
M3	2,011	Asia	Grey	Diesel	Automatic	4.6	99,482	118,127	781	Low
M3	2,020	Middle East	Grey	Diesel	Manual	1.8	12,182	76,918	2,248	Low
i8	2,020	North America	Blue	Petrol	Manual	2.4	55,776	81,973	2,554	Low
7 Series	2,010	North America	White	Hybrid	Manual	3	116,310	38,886	4,899	Low
X6	2,021	Middle East	Black	Petrol	Manual	3.6	39,545	97,777	936	Low
3 Series	2,015	Middle East	Silver	Petrol	Manual	2.6	26,436	68,585	4,560	Low
X3	2,017	Middle East	Blue	Hybrid	Manual	3.2	38,454	49,073	5,743	Low
7 Series	2,010	Asia	Silver	Hybrid	Manual	2.2	151,015	51,278	4,947	Low
5 Series	2,022	South America	Black	Diesel	Manual	3.5	128,713	112,506	9,451	High
X1	2,019	Europe	Silver	Hybrid	Manual	2.9	93,390	104,321	8,490	High
X3	2,021	Middle East	Silver	Diesel	Manual	4.5	123,982	40,854	3,962	Low
X6	2,018	Middle East	Silver	Electric	Automatic	3	108,347	41,702	1,666	Low
X5	2,024	Africa	Black	Petrol	Automatic	3.1	18,745	81,520	5,280	Low
X1	2,012	Europe	Silver	Hybrid	Automatic	3.6	78,143	90,385	6,711	Low
i8	2,012	Africa	White	Electric	Manual	1.9	99,489	64,984	3,212	Low
X3	2,013	North America	White	Electric	Automatic	2	100,995	67,230	4,451	Low
i8	2,020	Asia	Grey	Hybrid	Manual	4.3	187,381	32,142	9,447	High
M5	2,024	Middle East	Grey	Electric	Automatic	2.5	195,652	104,929	955	Low
X3	2,010	Africa	Black	Electric	Manual	3.9	81,803	111,853	7,607	High
3 Series	2,018	Europe	Red	Electric	Manual	1.8	12,001	62,353	5,809	Low
i8	2,020	South America	Silver	Petrol	Automatic	4.4	19,123	119,651	6,962	Low
X1	2,012	North America	White	Hybrid	Automatic	5	9,991	103,181	7,335	High
5 Series	2,022	Asia	Black	Hybrid	Automatic	2.8	182,739	64,722	9,922	High
i8	2,019	South America	Red	Petrol	Automatic	3.3	164,623	49,107	6,008	Low
7 Series	2,013	Europe	Red	Petrol	Manual	3	32,915	33,712	5,492	Low
X1	2,010	Africa	Black	Electric	Automatic	4.6	49,436	90,606	5,839	Low
X1	2,013	South America	Silver	Diesel	Automatic	1.5	36,626	48,123	8,602	High
M3	2,022	Middle East	Silver	Electric	Manual	3.8	95,155	87,053	4,886	Low
7 Series	2,010	South America	White	Electric	Automatic	3.8	45,993	71,992	8,437	High
M3	2,014	Africa	Red	Diesel	Automatic	2.8	29,912	100,098	5,995	Low
M3	2,014	Middle East	Red	Diesel	Manual	2.3	129,682	105,868	8,609	High
3 Series	2,023	Asia	Red	Diesel	Automatic	2.3	193,075	82,392	3,076	Low
X1	2,020	Africa	Silver	Diesel	Manual	4.3	126,342	113,479	3,063	Low
X3	2,016	Asia	Silver	Hybrid	Manual	1.7	57,863	80,815	1,838	Low
5 Series	2,023	South America	White	Hybrid	Automatic	3.5	71,890	78,507	3,261	Low
7 Series	2,017	Middle East	Black	Electric	Automatic	2.6	197,063	36,762	7,906	High
M5	2,013	Africa	Grey	Hybrid	Manual	2.4	54,318	50,309	1,125	Low
3 Series	2,016	South America	Silver	Diesel	Automatic	3.3	61,761	93,803	4,363	Low
5 Series	2,013	North America	Black	Petrol	Manual	4.6	38,283	56,055	9,222	High
i3	2,012	Europe	Blue	Hybrid	Manual	3.7	85,040	69,292	6,319	Low
i3	2,024	Middle East	Red	Diesel	Automatic	4.3	5,440	61,757	3,627	Low
7 Series	2,015	Asia	Black	Electric	Manual	3.6	12,364	88,956	2,293	Low
X1	2,013	Asia	White	Hybrid	Manual	3.9	173,158	90,966	6,556	Low
X3	2,023	Asia	Grey	Hybrid	Automatic	3	67,194	82,504	1,547	Low
X5	2,012	Middle East	Red	Petrol	Manual	4.7	166,811	91,595	8,081	High
X5	2,024	Middle East	Blue	Hybrid	Manual	3.3	175,625	32,636	2,211	Low
X1	2,024	South America	Blue	Petrol	Manual	3.4	80,560	83,783	2,004	Low
X6	2,018	Middle East	Blue	Hybrid	Manual	3.3	817	52,055	9,310	High
7 Series	2,014	North America	Grey	Hybrid	Automatic	2.6	125,457	76,011	9,928	High
X1	2,022	South America	Grey	Petrol	Manual	2.3	98,313	112,485	3,690	Low
M3	2,023	Africa	Red	Diesel	Manual	1.8	135,124	75,655	8,817	High
i3	2,016	Africa	White	Petrol	Manual	4	4,673	43,316	4,212	Low
3 Series	2,021	Africa	Black	Hybrid	Automatic	2.5	75,784	93,084	5,844	Low
5 Series	2,023	Middle East	Grey	Hybrid	Manual	2.9	42,622	86,510	5,755	Low
X1	2,015	South America	Silver	Diesel	Manual	4.7	77,349	45,559	4,459	Low
X3	2,019	Europe	Red	Petrol	Manual	3.5	61,062	70,013	5,107	Low
7 Series	2,024	North America	Silver	Diesel	Automatic	1.8	40,706	46,768	4,590	Low
M3	2,014	Europe	White	Electric	Automatic	4.3	26,265	36,523	1,032	Low
X5	2,016	Middle East	Red	Petrol	Automatic	2.4	14,726	35,572	2,372	Low
M5	2,020	Asia	Grey	Hybrid	Automatic	3.4	123,943	109,323	1,663	Low
5 Series	2,015	South America	Grey	Diesel	Automatic	3.3	106,072	45,536	9,763	High
M5	2,019	North America	Silver	Hybrid	Automatic	2.3	124,260	109,961	7,786	High
X1	2,011	Africa	Black	Electric	Manual	1.9	100,962	84,289	2,652	Low
7 Series	2,022	South America	Red	Hybrid	Manual	2.2	85,677	108,358	722	Low
M5	2,022	Middle East	Grey	Hybrid	Manual	1.8	162,530	115,097	4,536	Low
X6	2,022	Middle East	White	Electric	Automatic	2.5	112,757	117,594	6,222	Low
X6	2,012	South America	Silver	Electric	Manual	5	155,718	116,471	1,112	Low
5 Series	2,011	Middle East	Black	Electric	Manual	2.9	123,557	50,405	8,263	High
i3	2,021	Middle East	Blue	Diesel	Automatic	4.5	107,377	107,234	5,140	Low
X1	2,012	Europe	Red	Hybrid	Automatic	3.4	25,052	82,339	6,358	Low
i3	2,010	Asia	Blue	Diesel	Manual	3.8	118,708	48,839	4,505	Low
X3	2,017	Asia	Red	Petrol	Automatic	2	128,853	38,021	6,330	Low
i3	2,015	Asia	Red	Hybrid	Automatic	2.5	172,180	75,105	1,626	Low
7 Series	2,022	Africa	Black	Hybrid	Automatic	3.3	67,817	77,140	3,785	Low
3 Series	2,011	South America	Blue	Hybrid	Manual	4.6	110,660	86,944	4,319	Low
X1	2,017	Africa	White	Hybrid	Automatic	1.7	43,175	30,696	6,117	Low
3 Series	2,015	Europe	Silver	Petrol	Manual	3.3	189,876	70,093	7,536	High
i3	2,016	Africa	White	Hybrid	Automatic	1.7	133,359	87,748	3,347	Low
5 Series	2,020	Middle East	Blue	Petrol	Automatic	3.1	35,562	84,670	7,183	High
7 Series	2,010	Africa	Silver	Petrol	Manual	3.7	178,741	80,520	7,602	High
X3	2,016	North America	Silver	Petrol	Manual	4.1	126,921	114,950	8,617	High

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