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
X5	2,013	Middle East	Blue	Hybrid	Automatic	3.2	69,034	30,170	4,591	Low
X1	2,015	Africa	Red	Petrol	Automatic	2.5	157,654	49,607	5,349	Low
i8	2,017	South America	Red	Petrol	Automatic	2.3	188,877	53,626	3,954	Low
X5	2,022	South America	Grey	Electric	Manual	3.7	157,168	95,988	4,558	Low
5 Series	2,011	Middle East	White	Electric	Automatic	1.8	18,598	109,999	7,709	High
X1	2,022	Middle East	Blue	Hybrid	Manual	3.3	159,238	31,150	504	Low
M5	2,012	Middle East	Red	Electric	Manual	2.9	44,153	119,711	1,943	Low
M5	2,015	Middle East	Grey	Diesel	Manual	3.4	2,850	60,431	7,046	High
M3	2,019	Middle East	Silver	Electric	Manual	2.6	29,541	58,989	7,971	High
M3	2,013	South America	Blue	Hybrid	Manual	3.5	3,277	49,682	1,962	Low
M3	2,021	North America	Silver	Hybrid	Automatic	1.8	79,284	91,939	7,548	High
M3	2,011	North America	White	Petrol	Automatic	2.8	784	117,634	5,070	Low
5 Series	2,016	Asia	Grey	Electric	Automatic	2.3	88,006	38,636	7,370	High
M5	2,013	Asia	White	Diesel	Manual	3	132,883	105,712	3,275	Low
i8	2,017	South America	Black	Electric	Manual	2.9	57,889	64,446	4,221	Low
M3	2,017	Asia	Grey	Petrol	Automatic	3.7	98,941	94,338	3,705	Low
7 Series	2,016	Middle East	Blue	Hybrid	Automatic	3.7	167,197	48,307	3,945	Low
M5	2,019	North America	Grey	Hybrid	Manual	2.9	49,777	36,360	528	Low
7 Series	2,018	South America	White	Electric	Manual	2.1	86,823	115,037	6,004	Low
i3	2,013	Europe	White	Diesel	Manual	3.5	182,668	49,683	8,375	High
i8	2,016	South America	Silver	Diesel	Manual	4.9	192,434	47,287	6,173	Low
X3	2,019	North America	Silver	Hybrid	Manual	2.1	901	105,888	8,835	High
X6	2,019	North America	Blue	Petrol	Automatic	1.7	72,050	115,017	1,009	Low
M3	2,024	Europe	Grey	Hybrid	Manual	2.4	107,000	116,883	8,605	High
i3	2,021	South America	Black	Electric	Manual	2.9	115,802	38,209	6,931	Low
3 Series	2,010	North America	Grey	Hybrid	Manual	2.6	98,940	75,083	7,780	High
i3	2,013	Middle East	White	Petrol	Automatic	4.4	80,913	59,408	3,612	Low
X1	2,011	Asia	Grey	Diesel	Manual	3.2	130,783	100,371	3,194	Low
3 Series	2,018	Africa	Blue	Petrol	Automatic	2.4	24,934	44,532	3,350	Low
X6	2,014	Middle East	Red	Diesel	Manual	4.8	171,169	116,371	3,938	Low
7 Series	2,012	Asia	Red	Hybrid	Automatic	1.9	112,155	47,330	2,228	Low
i3	2,013	Asia	Blue	Electric	Manual	1.9	169,220	83,787	9,205	High
3 Series	2,015	South America	Red	Electric	Manual	2.4	141,673	96,384	4,871	Low
X6	2,019	Europe	Red	Diesel	Manual	1.8	85,738	41,853	2,282	Low
X1	2,010	South America	Black	Diesel	Manual	4.1	129,903	52,712	2,534	Low
X5	2,016	Africa	Red	Hybrid	Manual	2.6	107,681	37,452	9,546	High
M3	2,017	Middle East	Blue	Electric	Automatic	4.1	16,950	34,223	6,090	Low
5 Series	2,016	Middle East	Blue	Hybrid	Manual	4.2	193,301	70,526	8,938	High
X6	2,016	Africa	Black	Electric	Manual	2.3	62,550	56,562	5,095	Low
7 Series	2,018	Africa	White	Petrol	Automatic	3.3	57,160	70,322	6,226	Low
i8	2,022	Asia	Blue	Petrol	Manual	3.3	93,748	44,610	4,137	Low
X1	2,013	Asia	Red	Electric	Manual	4.5	24,886	51,302	2,953	Low
5 Series	2,023	Asia	Red	Electric	Automatic	1.6	85,114	103,187	9,401	High
M5	2,016	Asia	Red	Electric	Manual	2.6	168,269	87,854	4,337	Low
i8	2,018	South America	White	Diesel	Manual	4.6	3,955	90,911	3,522	Low
3 Series	2,024	Asia	Red	Diesel	Manual	2.3	167,251	110,665	5,148	Low
7 Series	2,014	Middle East	White	Diesel	Manual	2	167,976	66,646	9,713	High
X5	2,011	North America	Red	Petrol	Automatic	3.5	197,574	48,063	2,085	Low
X3	2,024	Africa	Black	Diesel	Manual	2.6	34,519	78,220	5,320	Low
X1	2,014	South America	Grey	Petrol	Manual	3.1	193,258	85,335	7,138	High
3 Series	2,013	Middle East	White	Electric	Manual	4.4	112,710	33,692	806	Low
M5	2,017	Africa	Grey	Hybrid	Manual	3.3	185,060	53,110	6,344	Low
X6	2,024	Asia	Silver	Hybrid	Automatic	3.3	89,283	92,845	2,390	Low
X3	2,014	Europe	White	Petrol	Manual	2.5	9,662	42,296	9,987	High
i8	2,018	Africa	Black	Hybrid	Automatic	4.3	181,955	110,742	1,128	Low
i3	2,018	Middle East	Silver	Electric	Automatic	4.1	157,915	79,910	9,726	High
M3	2,012	Africa	Blue	Hybrid	Manual	2.3	105,654	112,425	3,073	Low
5 Series	2,022	North America	White	Hybrid	Manual	2.6	175,578	64,493	6,664	Low
M5	2,019	Europe	Silver	Hybrid	Manual	4.3	5,968	39,060	9,114	High
7 Series	2,024	Middle East	Silver	Diesel	Automatic	2.8	190,823	30,326	3,802	Low
X5	2,015	Asia	Grey	Petrol	Manual	2.9	146,053	64,504	9,193	High
7 Series	2,015	Europe	Blue	Electric	Automatic	2.8	113,104	49,329	1,051	Low
3 Series	2,013	Europe	Grey	Diesel	Manual	2.1	66,794	60,006	3,139	Low
7 Series	2,020	Middle East	Blue	Petrol	Automatic	2.7	96,692	43,210	6,021	Low
3 Series	2,022	Europe	Silver	Hybrid	Manual	4.3	94,347	53,263	4,308	Low
X5	2,019	North America	Black	Diesel	Automatic	3.2	127,463	52,035	7,676	High
7 Series	2,012	Africa	Red	Electric	Manual	3.1	122,624	30,312	9,739	High
X6	2,010	South America	White	Diesel	Automatic	2	189,017	107,046	5,499	Low
X5	2,021	North America	Grey	Electric	Manual	2.1	89,415	33,284	9,823	High
X1	2,016	Asia	Silver	Hybrid	Manual	1.7	3,122	63,449	7,465	High
5 Series	2,024	Africa	Silver	Diesel	Automatic	1.5	153,053	55,002	9,349	High
M5	2,024	South America	White	Electric	Manual	3.2	132,381	57,159	6,716	Low
3 Series	2,014	Europe	White	Petrol	Automatic	2.9	61,759	100,853	7,805	High
i8	2,023	Africa	Grey	Petrol	Automatic	2.5	14,969	50,313	9,186	High
i3	2,019	Middle East	Grey	Hybrid	Automatic	5	152,754	52,139	8,833	High
X6	2,024	Africa	Blue	Petrol	Automatic	2.9	36,995	50,563	7,711	High
X3	2,016	Asia	White	Electric	Automatic	4.3	107,095	37,350	251	Low
X6	2,010	Asia	Silver	Diesel	Manual	2.2	122,585	36,688	2,516	Low
5 Series	2,017	Middle East	White	Petrol	Automatic	2.4	606	34,936	5,515	Low
X1	2,012	South America	White	Petrol	Automatic	3.5	121,425	78,965	2,761	Low
7 Series	2,016	Asia	Black	Hybrid	Manual	1.5	131,745	114,104	485	Low
X3	2,021	Europe	Silver	Diesel	Manual	1.6	103,738	43,191	2,824	Low
7 Series	2,012	South America	Black	Petrol	Manual	2	105,460	114,598	7,570	High
i8	2,023	South America	Blue	Diesel	Manual	2.3	124,704	31,816	6,437	Low
i3	2,012	Middle East	Black	Diesel	Automatic	3.3	61,223	98,952	8,838	High
7 Series	2,019	South America	Red	Hybrid	Manual	3.9	198,728	58,276	3,333	Low
7 Series	2,018	Europe	Grey	Hybrid	Automatic	2.6	17,235	94,392	9,059	High
M5	2,022	Africa	Black	Electric	Automatic	2.3	99,111	110,200	6,461	Low
M5	2,011	South America	White	Petrol	Automatic	4.4	99,246	112,627	1,275	Low
M3	2,023	Europe	Red	Diesel	Automatic	2.1	110,253	40,702	7,958	High
X3	2,013	Asia	Grey	Electric	Automatic	3.9	171,009	44,281	8,195	High
X6	2,015	North America	Red	Diesel	Manual	4.8	67,178	63,296	358	Low
5 Series	2,023	Africa	Black	Electric	Manual	2.3	162,470	89,429	107	Low
X1	2,012	Middle East	Red	Electric	Automatic	1.8	159,764	32,404	4,824	Low
M5	2,021	North America	Black	Diesel	Manual	4.9	121,181	49,602	6,340	Low
i8	2,019	Asia	Grey	Petrol	Automatic	2.4	3,625	49,132	4,216	Low
X3	2,023	South America	Red	Hybrid	Automatic	2.5	13,101	112,580	2,790	Low
7 Series	2,019	Middle East	White	Hybrid	Manual	3.2	188,432	61,925	7,793	High
M3	2,016	Asia	Red	Petrol	Manual	2.3	19,786	61,230	3,973	Low
3 Series	2,016	North America	White	Diesel	Manual	5	101,879	57,701	6,482	Low

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