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	2,013	Asia	Blue	Petrol	Manual	2	60,336	76,847	5,218	Low
X1	2,012	Asia	White	Diesel	Manual	3.7	76,436	38,686	7,980	High
X1	2,019	South America	Black	Petrol	Manual	3.9	23,100	98,447	4,573	Low
X3	2,011	Middle East	Grey	Electric	Manual	3.8	95,783	62,640	8,558	High
5 Series	2,013	Africa	Blue	Hybrid	Automatic	2.6	183,690	35,056	4,258	Low
7 Series	2,015	South America	Black	Diesel	Automatic	4.6	81,092	43,164	1,152	Low
X6	2,020	Middle East	Blue	Electric	Automatic	4.2	148,391	32,431	2,432	Low
7 Series	2,023	North America	Silver	Petrol	Automatic	3.3	93,277	80,109	9,451	High
7 Series	2,020	Europe	White	Hybrid	Manual	3.6	37,314	117,310	8,300	High
X6	2,014	Middle East	Red	Hybrid	Manual	3.5	99,887	75,043	6,854	Low
X1	2,012	Middle East	Blue	Electric	Manual	4.8	192,990	46,546	7,961	High
X1	2,011	North America	Red	Electric	Automatic	4.6	645	95,541	5,372	Low
M5	2,018	Europe	Grey	Petrol	Automatic	2.3	197,962	34,742	9,156	High
i3	2,024	Middle East	Red	Diesel	Manual	2.4	22,820	117,707	2,977	Low
M5	2,010	North America	Black	Electric	Automatic	4.9	194,222	41,185	9,498	High
5 Series	2,018	South America	Black	Petrol	Automatic	2.3	72,940	80,641	5,750	Low
5 Series	2,010	Africa	Grey	Hybrid	Automatic	4.8	21,926	38,676	2,340	Low
5 Series	2,024	Europe	Silver	Electric	Manual	3.8	24,441	77,396	6,531	Low
M5	2,023	Middle East	Black	Electric	Automatic	1.7	178,546	55,509	4,787	Low
3 Series	2,016	North America	Silver	Diesel	Manual	2.7	197,253	91,672	5,884	Low
X6	2,015	Middle East	Black	Diesel	Automatic	3.2	17,041	86,667	7,508	High
5 Series	2,016	Middle East	Grey	Hybrid	Manual	4.4	189,649	87,786	4,886	Low
X1	2,024	Middle East	Red	Petrol	Manual	2.7	179,635	37,416	6,626	Low
3 Series	2,012	Asia	Red	Petrol	Automatic	2.6	165,386	57,532	4,849	Low
7 Series	2,023	Asia	Blue	Hybrid	Automatic	4.7	40,169	70,910	2,312	Low
X6	2,012	Asia	Black	Electric	Automatic	1.8	98,181	99,842	1,749	Low
i8	2,022	Middle East	White	Electric	Automatic	3.4	114,682	51,226	7,975	High
i8	2,020	Europe	Grey	Diesel	Automatic	3.3	18,628	88,615	9,381	High
X6	2,010	Asia	White	Diesel	Automatic	1.7	71,703	32,209	8,941	High
7 Series	2,013	Europe	Black	Petrol	Automatic	1.8	117,825	46,862	4,432	Low
M5	2,021	North America	Silver	Petrol	Manual	2.8	7,919	43,420	1,250	Low
7 Series	2,011	Middle East	Blue	Hybrid	Automatic	2	181,026	117,479	6,465	Low
i8	2,019	Middle East	Black	Petrol	Automatic	3.2	165,089	70,994	5,352	Low
3 Series	2,017	Africa	White	Hybrid	Automatic	3.6	90,473	100,160	3,586	Low
i3	2,012	Asia	White	Diesel	Manual	3.9	43,521	33,488	4,306	Low
3 Series	2,016	Europe	Silver	Hybrid	Automatic	3.4	158,963	48,486	8,163	High
i8	2,016	Asia	White	Diesel	Manual	2.8	141,090	67,601	9,382	High
i3	2,021	Middle East	Blue	Hybrid	Manual	2	175,964	41,921	2,980	Low
3 Series	2,018	Asia	Red	Petrol	Automatic	2.4	65,376	110,609	7,021	High
7 Series	2,015	Middle East	Red	Electric	Manual	3	149,866	102,536	6,563	Low
X6	2,010	North America	Red	Diesel	Automatic	4.7	159,859	81,589	8,244	High
5 Series	2,017	Asia	Blue	Hybrid	Automatic	2.2	194,666	104,217	8,459	High
X1	2,010	Africa	Grey	Electric	Automatic	2.9	176,698	98,977	4,117	Low
M3	2,012	North America	White	Hybrid	Manual	4.1	192,672	96,749	2,341	Low
i8	2,020	North America	Red	Electric	Manual	4	168,550	83,187	6,106	Low
M3	2,014	North America	Black	Hybrid	Automatic	4.9	179,916	80,685	8,004	High
5 Series	2,017	Asia	Red	Hybrid	Automatic	2.2	57,315	101,285	7,823	High
X6	2,018	North America	Red	Hybrid	Manual	1.6	168,216	113,390	3,125	Low
i8	2,024	North America	Silver	Petrol	Manual	2.6	83,562	65,733	6,297	Low
M3	2,016	South America	White	Petrol	Automatic	2	126,370	32,963	3,107	Low
M5	2,018	South America	Blue	Diesel	Manual	3.4	176,692	58,888	6,820	Low
X3	2,020	North America	Blue	Electric	Manual	4.6	169,508	95,161	1,824	Low
5 Series	2,012	South America	Red	Diesel	Manual	3.9	142,890	111,103	5,032	Low
7 Series	2,022	Middle East	Blue	Petrol	Manual	2	103,810	33,298	7,534	High
i3	2,014	Middle East	White	Hybrid	Manual	1.9	10,798	118,128	2,003	Low
i3	2,019	Middle East	White	Electric	Automatic	4.7	99,385	106,636	8,875	High
i3	2,017	Middle East	Grey	Hybrid	Manual	3.2	9,449	100,097	8,869	High
3 Series	2,021	Europe	Black	Hybrid	Manual	4.7	180,354	65,739	2,386	Low
7 Series	2,010	Europe	Red	Petrol	Manual	4.1	162,374	85,695	9,274	High
X1	2,017	North America	Red	Diesel	Automatic	5	121,164	79,595	5,686	Low
X3	2,016	Asia	Grey	Electric	Manual	4.5	104,702	46,824	5,459	Low
7 Series	2,010	Europe	Blue	Hybrid	Automatic	2.9	63,800	88,442	2,678	Low
i8	2,022	Africa	White	Electric	Automatic	4.2	83,991	80,993	4,311	Low
X1	2,022	South America	Blue	Electric	Automatic	3.1	124,893	85,444	9,542	High
i8	2,019	North America	Blue	Petrol	Manual	2.3	128,836	97,631	6,056	Low
X6	2,021	North America	Silver	Hybrid	Manual	2.3	51,350	114,205	7,242	High
X1	2,019	South America	Blue	Electric	Automatic	2.9	14,184	37,103	9,772	High
3 Series	2,024	Europe	Blue	Electric	Automatic	1.9	31,915	57,871	7,791	High
i3	2,021	Africa	Silver	Hybrid	Automatic	2.1	28,570	83,325	1,870	Low
M3	2,015	Asia	Silver	Electric	Automatic	3.3	123,582	91,989	5,105	Low
X1	2,010	Middle East	White	Electric	Automatic	4.8	8,314	78,854	7,054	High
i8	2,011	North America	Red	Electric	Automatic	3.5	81,150	114,132	8,468	High
i3	2,014	Africa	Grey	Electric	Manual	2.9	151,719	30,061	5,831	Low
M3	2,011	Asia	White	Hybrid	Manual	2.3	195,667	65,525	7,404	High
i8	2,023	Asia	Silver	Diesel	Manual	2.2	47,837	92,510	3,324	Low
7 Series	2,019	South America	White	Electric	Automatic	3.8	54,513	34,735	6,091	Low
5 Series	2,010	Europe	Silver	Petrol	Automatic	4.5	104,060	103,797	6,550	Low
5 Series	2,015	Europe	Grey	Electric	Automatic	2.9	24,945	90,198	4,532	Low
i8	2,017	Africa	Red	Petrol	Automatic	3.4	37,136	114,848	1,138	Low
M5	2,017	South America	White	Hybrid	Manual	4	11,242	117,376	8,808	High
i3	2,022	Europe	Blue	Diesel	Automatic	1.7	191,156	50,000	9,619	High
5 Series	2,022	Africa	Grey	Hybrid	Automatic	2.7	194,467	62,562	7,600	High
i3	2,017	Middle East	Black	Diesel	Automatic	4.1	157,119	89,425	5,454	Low
M3	2,020	Asia	Blue	Hybrid	Automatic	3.9	67,836	58,718	2,991	Low
i8	2,015	Europe	Red	Hybrid	Automatic	1.7	121,550	39,195	7,885	High
7 Series	2,020	Asia	Black	Electric	Manual	2.3	85,811	66,900	5,297	Low
i8	2,012	South America	Silver	Hybrid	Manual	3.9	191,312	61,460	4,931	Low
5 Series	2,010	Asia	Red	Diesel	Automatic	2.4	102,424	112,050	1,990	Low
X3	2,011	North America	Blue	Diesel	Manual	4.4	151,083	74,483	4,095	Low
X5	2,014	Africa	Red	Hybrid	Automatic	1.6	1,501	57,284	6,754	Low
i8	2,022	Europe	White	Diesel	Manual	2.2	57,895	30,466	4,926	Low
M3	2,019	South America	Silver	Diesel	Manual	2.5	2,559	85,253	9,121	High
7 Series	2,014	South America	Silver	Petrol	Automatic	4.7	185,040	111,991	9,245	High
X6	2,019	Middle East	Grey	Hybrid	Automatic	4.3	60,356	90,533	7,556	High
X5	2,023	Africa	White	Petrol	Manual	4.6	24,442	44,646	2,380	Low
M3	2,010	North America	Red	Petrol	Manual	3	140,719	37,405	137	Low
3 Series	2,010	Africa	Black	Hybrid	Manual	4.4	150,968	42,098	6,508	Low
M5	2,024	Europe	White	Diesel	Manual	4.5	145,008	52,079	2,621	Low
7 Series	2,018	South America	Grey	Diesel	Automatic	2.9	35,113	36,865	1,192	Low
X3	2,011	South America	Blue	Petrol	Automatic	5	25,577	30,257	6,424	Low

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