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
X3	2,020	North America	Grey	Diesel	Automatic	2.7	68,055	64,706	7,962	High
M3	2,016	Middle East	Red	Diesel	Manual	1.9	165,104	75,206	3,968	Low
M3	2,022	Asia	White	Petrol	Automatic	3.3	116,941	90,495	4,339	Low
X1	2,019	Africa	Grey	Petrol	Manual	4.7	23,313	41,679	5,488	Low
X3	2,022	Middle East	Blue	Hybrid	Automatic	4.9	176,875	60,120	8,221	High
i8	2,021	Asia	Red	Petrol	Automatic	5	79,163	86,145	5,963	Low
i3	2,010	Middle East	Silver	Hybrid	Manual	3.2	86,453	53,508	7,289	High
M3	2,012	Europe	Red	Petrol	Automatic	4.2	130,174	47,547	7,623	High
3 Series	2,016	South America	Grey	Diesel	Automatic	3.4	70,850	90,643	3,982	Low
i8	2,020	Middle East	White	Petrol	Automatic	3.4	134,522	43,040	9,878	High
M5	2,022	Middle East	White	Electric	Manual	4.3	109,223	88,659	9,898	High
i3	2,014	Middle East	Blue	Electric	Manual	4.4	87,945	61,737	8,401	High
7 Series	2,018	Middle East	Black	Diesel	Automatic	1.6	64,822	66,338	812	Low
M5	2,016	Asia	Red	Petrol	Automatic	4.8	92,511	57,569	8,299	High
i8	2,012	Asia	Grey	Diesel	Manual	4.4	83,016	93,877	1,578	Low
i8	2,024	Asia	Black	Electric	Automatic	4	187,838	30,724	1,201	Low
X5	2,010	Europe	Black	Petrol	Automatic	4.5	165,740	109,222	8,615	High
M5	2,014	North America	Black	Petrol	Manual	3.4	121,916	110,588	9,365	High
X5	2,023	Africa	Black	Petrol	Automatic	4.2	107,322	56,029	7,776	High
X3	2,024	Asia	Red	Hybrid	Manual	3.6	148,205	68,987	9,464	High
X5	2,022	Europe	Silver	Diesel	Manual	3.4	196,949	42,574	9,638	High
i8	2,019	North America	Silver	Hybrid	Manual	2.2	3,649	99,954	7,099	High
M5	2,022	Europe	Black	Diesel	Manual	4.5	116,542	65,194	7,175	High
3 Series	2,014	South America	White	Diesel	Automatic	4.6	35,372	91,803	7,406	High
X6	2,016	Africa	Silver	Diesel	Manual	4.9	102,009	41,897	2,357	Low
5 Series	2,023	Middle East	Grey	Hybrid	Manual	1.9	40,736	37,783	1,563	Low
X3	2,010	Europe	Grey	Hybrid	Automatic	2.5	97,503	65,974	5,764	Low
7 Series	2,019	Europe	White	Hybrid	Automatic	3.9	74,231	60,326	5,298	Low
X1	2,011	South America	Blue	Diesel	Manual	4.5	187,549	68,926	1,734	Low
i3	2,020	Europe	Grey	Hybrid	Manual	4.1	121,304	106,358	246	Low
i3	2,015	Middle East	White	Petrol	Manual	3.1	106,967	63,383	5,882	Low
X3	2,017	South America	Blue	Hybrid	Automatic	4	151,479	75,534	4,000	Low
i8	2,013	Asia	Grey	Diesel	Automatic	1.8	114,308	111,958	4,752	Low
M5	2,012	Asia	Silver	Petrol	Manual	3.8	12,444	81,594	8,234	High
5 Series	2,012	Asia	Silver	Hybrid	Automatic	1.5	88,870	82,427	2,309	Low
3 Series	2,012	Middle East	White	Diesel	Manual	1.7	191,615	105,609	6,165	Low
M5	2,011	Africa	Black	Petrol	Manual	4.2	188,139	116,608	9,725	High
5 Series	2,010	Africa	Silver	Petrol	Automatic	3.2	128,767	113,678	1,949	Low
X3	2,024	Europe	Silver	Hybrid	Manual	1.7	91,759	105,079	5,024	Low
3 Series	2,014	Africa	Silver	Hybrid	Automatic	3.2	144,271	100,015	3,082	Low
X3	2,019	South America	Grey	Electric	Manual	1.7	102,527	110,770	9,489	High
5 Series	2,014	Asia	Blue	Hybrid	Automatic	2.7	2,773	40,747	7,794	High
i3	2,014	Asia	Red	Diesel	Manual	2.1	134,696	38,146	4,235	Low
7 Series	2,013	South America	Black	Diesel	Automatic	2.3	93,448	67,306	9,114	High
5 Series	2,024	Asia	White	Petrol	Automatic	2.2	10,785	83,860	9,241	High
i3	2,012	North America	Red	Petrol	Manual	2.8	187,729	44,062	970	Low
i3	2,021	Middle East	White	Electric	Automatic	1.9	190,001	118,037	6,489	Low
X1	2,012	Asia	Black	Petrol	Automatic	3.3	145,744	89,606	2,184	Low
X5	2,011	Middle East	Silver	Electric	Automatic	2.9	59,814	110,046	3,326	Low
X6	2,014	Africa	Grey	Diesel	Automatic	4.4	137,300	44,428	3,942	Low
X1	2,013	Middle East	Black	Petrol	Manual	4.4	154,127	31,777	2,342	Low
M5	2,015	Europe	Black	Electric	Manual	4.4	80,289	51,769	8,432	High
5 Series	2,011	North America	Red	Petrol	Automatic	3.1	74,030	39,021	9,063	High
X6	2,011	Africa	White	Hybrid	Manual	2.5	2,899	54,468	2,174	Low
X1	2,017	Asia	White	Electric	Manual	3	64,242	95,081	551	Low
7 Series	2,015	Middle East	Red	Petrol	Manual	3.9	69,186	72,698	2,382	Low
5 Series	2,012	North America	Red	Diesel	Manual	3.4	104,265	76,340	1,362	Low
X6	2,014	Asia	Grey	Petrol	Manual	3.7	145,823	55,592	3,220	Low
X6	2,012	North America	Red	Petrol	Automatic	3.9	128,171	45,420	5,547	Low
X6	2,020	Asia	Blue	Hybrid	Automatic	4.7	64,190	42,274	4,647	Low
X3	2,011	Africa	Red	Petrol	Automatic	4.8	26,056	93,062	3,416	Low
5 Series	2,012	South America	White	Electric	Automatic	4.4	130,038	91,110	3,653	Low
X3	2,010	North America	White	Diesel	Manual	1.7	63,107	103,998	571	Low
M3	2,023	Middle East	White	Hybrid	Automatic	4.9	60,737	41,839	1,743	Low
7 Series	2,016	North America	Grey	Electric	Manual	4	54,656	54,566	4,483	Low
i3	2,015	North America	Silver	Hybrid	Automatic	3.9	16,769	59,742	3,367	Low
X3	2,014	Middle East	Silver	Petrol	Manual	1.6	144,437	76,674	1,719	Low
M3	2,015	Europe	White	Petrol	Manual	3.2	153,731	37,132	3,386	Low
7 Series	2,017	Africa	Blue	Petrol	Manual	3.7	11,101	59,710	3,901	Low
3 Series	2,012	Middle East	Blue	Electric	Manual	2.5	48,963	69,027	3,145	Low
X3	2,012	Africa	Grey	Hybrid	Manual	1.8	63,251	114,625	5,902	Low
3 Series	2,021	Asia	White	Electric	Automatic	3.4	81,508	115,733	2,472	Low
X3	2,014	Middle East	Red	Diesel	Manual	3.1	13,256	63,794	3,379	Low
i8	2,014	South America	Blue	Petrol	Manual	1.7	65,982	35,633	4,492	Low
M3	2,023	South America	Grey	Diesel	Automatic	3.3	112,214	90,788	2,969	Low
i3	2,020	Middle East	Blue	Electric	Automatic	1.9	106,463	100,058	7,336	High
5 Series	2,010	Africa	Silver	Petrol	Automatic	3	73,492	95,964	7,215	High
5 Series	2,013	North America	Blue	Petrol	Manual	2.4	83,680	98,317	6,421	Low
X1	2,018	Asia	Red	Hybrid	Automatic	4.9	71,608	71,835	6,780	Low
X5	2,017	Middle East	Blue	Petrol	Manual	1.6	133,722	37,048	8,081	High
X5	2,012	North America	Silver	Diesel	Automatic	3.5	193,926	118,427	2,404	Low
M5	2,014	Asia	Black	Petrol	Manual	2	175,083	42,304	510	Low
X3	2,014	North America	Blue	Hybrid	Automatic	2.6	50,450	111,457	3,167	Low
X1	2,016	Europe	Blue	Hybrid	Automatic	2.1	117,447	33,337	6,783	Low
X3	2,017	Africa	Silver	Diesel	Automatic	5	198,582	56,647	9,415	High
M3	2,018	Asia	Black	Diesel	Automatic	1.6	190,047	63,979	2,443	Low
X6	2,016	Africa	Silver	Hybrid	Automatic	3.4	87,980	102,583	9,559	High
7 Series	2,024	Asia	Grey	Petrol	Automatic	3.6	12,132	58,050	3,875	Low
X3	2,011	Europe	Black	Electric	Automatic	4.2	192,505	75,518	1,963	Low
5 Series	2,017	South America	Grey	Diesel	Automatic	3.7	154,792	32,005	2,854	Low
i8	2,017	South America	Grey	Electric	Manual	2.3	139,679	108,474	7,862	High
M5	2,020	Middle East	Grey	Electric	Manual	3.6	137,603	31,963	5,073	Low
3 Series	2,022	Asia	Grey	Hybrid	Automatic	4.9	62,182	119,451	8,530	High
7 Series	2,023	North America	White	Diesel	Automatic	4.5	104,130	34,589	4,851	Low
X1	2,011	Europe	Silver	Diesel	Manual	3.1	60,545	76,045	5,299	Low
X5	2,022	Asia	Black	Hybrid	Automatic	3.2	156,308	94,257	8,280	High
M3	2,015	Asia	Blue	Electric	Automatic	2	174,685	108,696	5,184	Low
X3	2,022	Europe	Silver	Petrol	Manual	3.5	42,381	103,709	6,458	Low
X1	2,019	Middle East	Grey	Hybrid	Automatic	2.5	129,004	102,368	1,394	Low
3 Series	2,010	Europe	Blue	Petrol	Manual	1.9	139,256	92,568	7,596	High

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