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
i3	2,016	Middle East	Silver	Petrol	Automatic	4.2	87,992	95,875	539	Low
X3	2,013	Europe	Black	Electric	Automatic	3	19,630	34,377	9,898	High
7 Series	2,011	Asia	Red	Electric	Automatic	3.2	70,941	49,358	2,797	Low
5 Series	2,017	Asia	Grey	Petrol	Manual	3.8	194,319	44,788	580	Low
7 Series	2,020	Europe	Grey	Petrol	Manual	2.2	136,267	77,333	751	Low
M3	2,014	South America	Silver	Hybrid	Automatic	1.8	114,239	106,456	6,987	Low
M3	2,015	Europe	Red	Petrol	Automatic	2.6	47,931	47,475	3,669	Low
3 Series	2,023	North America	Blue	Hybrid	Manual	4.2	180,951	31,957	1,910	Low
M3	2,020	Africa	White	Diesel	Manual	2.4	4,517	96,938	4,808	Low
X3	2,016	South America	White	Diesel	Manual	2	128,956	98,389	7,433	High
i8	2,024	North America	Blue	Petrol	Manual	2.3	36,063	30,072	8,367	High
7 Series	2,024	South America	Black	Hybrid	Manual	3.9	106,033	100,115	1,368	Low
M3	2,019	Middle East	Red	Hybrid	Automatic	3.6	98,066	106,705	9,142	High
5 Series	2,010	Africa	Red	Hybrid	Automatic	3.9	180,647	68,168	5,860	Low
i3	2,017	South America	Grey	Diesel	Automatic	2.6	73,540	81,667	4,838	Low
i3	2,013	Africa	White	Electric	Automatic	4.7	57,005	34,378	5,728	Low
3 Series	2,022	North America	White	Electric	Automatic	3.1	98,622	73,745	1,594	Low
3 Series	2,018	Middle East	Red	Petrol	Manual	3.3	169,006	111,645	8,725	High
X6	2,010	Africa	White	Petrol	Manual	4.8	156,033	65,410	269	Low
5 Series	2,020	South America	Grey	Electric	Manual	4.9	55,474	33,381	1,344	Low
X1	2,011	Europe	Blue	Electric	Manual	3.8	120,031	105,257	191	Low
X3	2,023	South America	Silver	Petrol	Manual	4.8	23,167	94,107	9,711	High
i3	2,015	South America	Grey	Hybrid	Manual	3.4	167,642	116,904	278	Low
X6	2,020	Europe	White	Diesel	Manual	2.6	148,481	72,809	8,548	High
i3	2,019	Middle East	Blue	Electric	Automatic	2.6	2,488	99,979	4,559	Low
X3	2,020	Europe	Grey	Hybrid	Manual	3.5	45,205	58,648	4,385	Low
M3	2,023	Asia	Black	Diesel	Manual	3.6	132,159	73,157	9,790	High
3 Series	2,010	Africa	White	Electric	Automatic	3	122,448	108,310	8,072	High
X3	2,013	North America	Silver	Electric	Automatic	4.6	97,190	94,874	3,322	Low
X1	2,017	South America	White	Hybrid	Automatic	3	16,982	106,067	5,191	Low
5 Series	2,024	Asia	Grey	Petrol	Manual	2.5	43,593	78,912	4,886	Low
i8	2,019	Middle East	Grey	Diesel	Automatic	1.5	173,838	73,804	6,074	Low
X5	2,014	North America	White	Hybrid	Automatic	4.9	89,532	81,404	4,878	Low
X5	2,022	Europe	Red	Hybrid	Automatic	4.4	144,315	61,588	3,101	Low
X3	2,018	Europe	Blue	Hybrid	Automatic	3.7	155,068	101,013	243	Low
M3	2,020	North America	Grey	Hybrid	Automatic	4.4	30,141	88,221	4,838	Low
X6	2,020	Africa	Grey	Electric	Manual	4.3	144,423	31,154	5,490	Low
7 Series	2,015	Africa	Black	Petrol	Manual	4.8	138,915	56,734	4,131	Low
X5	2,010	South America	Red	Diesel	Automatic	2.9	167,274	113,300	7,916	High
X5	2,015	North America	Silver	Petrol	Automatic	3.4	145,062	34,431	1,942	Low
7 Series	2,015	Europe	Silver	Electric	Automatic	1.8	24,694	71,304	8,414	High
i3	2,022	North America	Grey	Diesel	Manual	4.9	125,851	82,817	6,320	Low
3 Series	2,015	Africa	White	Petrol	Automatic	4.9	172,834	104,762	1,204	Low
M5	2,017	Africa	Black	Electric	Manual	4.3	26,615	47,026	3,562	Low
X1	2,024	Asia	Blue	Electric	Automatic	3.1	66,463	57,556	8,393	High
X5	2,015	Asia	Black	Petrol	Automatic	3.2	83,758	80,359	9,238	High
M3	2,014	South America	Red	Hybrid	Automatic	3	13,527	88,910	8,451	High
M5	2,024	North America	Black	Petrol	Automatic	2.5	180,670	104,071	721	Low
i3	2,020	Europe	White	Electric	Automatic	3.3	38,804	65,324	2,266	Low
7 Series	2,011	Europe	Silver	Petrol	Manual	1.7	137,042	74,846	8,476	High
i8	2,013	Africa	Red	Hybrid	Automatic	5	82,079	87,787	3,293	Low
7 Series	2,023	South America	Grey	Diesel	Manual	3	183,021	64,648	1,595	Low
M3	2,024	Europe	Black	Hybrid	Automatic	4.7	50,977	95,687	3,215	Low
X5	2,019	Asia	Blue	Electric	Automatic	4	78,259	64,615	9,424	High
3 Series	2,014	Africa	White	Electric	Automatic	2.5	20,817	91,214	3,700	Low
X6	2,019	North America	Black	Hybrid	Automatic	2.3	73,994	90,444	6,406	Low
3 Series	2,013	North America	Black	Petrol	Manual	5	53,578	57,729	1,053	Low
i8	2,011	Middle East	Grey	Petrol	Automatic	4.2	190,459	52,346	6,768	Low
X1	2,016	Middle East	Red	Petrol	Manual	2.4	52,049	44,427	2,164	Low
7 Series	2,019	North America	Red	Petrol	Automatic	1.7	199,591	42,779	4,734	Low
3 Series	2,019	Asia	Silver	Petrol	Automatic	3.9	118,528	109,937	7,389	High
5 Series	2,011	South America	Red	Hybrid	Manual	2.6	115,752	118,708	6,123	Low
M5	2,010	Europe	White	Electric	Automatic	2.3	160,198	58,964	3,086	Low
7 Series	2,023	Asia	Blue	Hybrid	Manual	4.1	4,469	34,949	8,356	High
7 Series	2,014	South America	Red	Petrol	Manual	3.9	102,352	93,679	3,464	Low
i3	2,021	Middle East	Grey	Diesel	Automatic	3.2	94,859	63,812	237	Low
7 Series	2,022	Europe	Blue	Hybrid	Manual	4.8	88,768	72,993	701	Low
X5	2,010	Africa	White	Diesel	Automatic	3.9	14,446	82,054	4,979	Low
5 Series	2,010	Middle East	Grey	Hybrid	Automatic	4.6	81,757	51,738	7,019	High
X1	2,024	South America	Silver	Petrol	Manual	2.2	130,774	78,098	1,795	Low
X5	2,010	South America	White	Petrol	Manual	2.5	122,426	75,033	2,259	Low
X3	2,015	Europe	Grey	Hybrid	Manual	1.9	97,863	67,094	6,177	Low
i3	2,018	Asia	Grey	Diesel	Automatic	2.6	193,515	41,030	6,537	Low
X5	2,019	South America	White	Diesel	Manual	4.9	30,736	86,133	9,311	High
X5	2,022	Asia	White	Petrol	Manual	4.9	132,229	99,452	2,111	Low
i3	2,020	Europe	Blue	Hybrid	Automatic	4.2	100,923	108,126	4,668	Low
X1	2,021	Europe	White	Hybrid	Manual	3.3	1,335	102,811	2,230	Low
X3	2,010	Asia	Black	Petrol	Automatic	4.2	196,235	90,016	7,513	High
M3	2,014	South America	White	Petrol	Automatic	3.4	158,228	86,174	6,584	Low
7 Series	2,024	Asia	Grey	Electric	Automatic	1.5	49,345	49,000	5,432	Low
5 Series	2,018	Asia	Silver	Petrol	Automatic	3.3	102,270	89,821	3,805	Low
5 Series	2,023	Europe	Red	Electric	Manual	3.6	193,171	92,337	8,236	High
3 Series	2,018	South America	Grey	Petrol	Manual	2.4	161,599	37,658	8,645	High
X6	2,010	North America	Grey	Diesel	Automatic	2.2	114,287	118,989	3,523	Low
3 Series	2,017	Europe	White	Diesel	Manual	2.5	185,619	56,246	6,662	Low
i3	2,010	Africa	Blue	Electric	Manual	3.7	157,790	97,877	4,697	Low
X6	2,024	Middle East	Grey	Hybrid	Manual	2	130,211	51,329	722	Low
i8	2,017	Middle East	Blue	Hybrid	Automatic	4	56,855	58,959	2,271	Low
i8	2,010	Europe	White	Hybrid	Automatic	3	88,021	102,226	9,904	High
5 Series	2,021	Europe	Grey	Electric	Manual	2.7	129,928	70,722	4,278	Low
M3	2,014	Asia	Blue	Electric	Manual	4.3	21,689	96,955	3,157	Low
7 Series	2,017	Middle East	Blue	Petrol	Manual	3.3	67,632	65,314	8,672	High
3 Series	2,015	Europe	White	Electric	Automatic	2.8	76,001	114,555	2,490	Low
5 Series	2,018	Africa	White	Electric	Automatic	4.6	128,180	34,684	2,236	Low
5 Series	2,010	Asia	Grey	Hybrid	Automatic	2.8	151,306	61,951	6,951	Low
5 Series	2,018	Middle East	White	Electric	Manual	4.5	71,602	116,483	349	Low
i8	2,010	South America	Silver	Hybrid	Automatic	3.3	116,310	53,490	6,719	Low
5 Series	2,019	Asia	White	Diesel	Manual	2.2	180,719	48,410	7,819	High
X1	2,019	South America	Black	Electric	Automatic	3.6	143,472	78,498	7,416	High
7 Series	2,012	Europe	Black	Diesel	Automatic	2.5	91,894	96,696	5,373	Low

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