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	2,012	Africa	Blue	Petrol	Manual	2.1	16,464	45,347	387	Low
3 Series	2,012	Europe	Red	Diesel	Manual	4.3	20,586	96,922	7,597	High
X1	2,019	North America	White	Hybrid	Manual	4	125,275	100,687	2,019	Low
M3	2,020	North America	Black	Hybrid	Automatic	3.2	180,665	87,442	9,709	High
M3	2,024	Africa	White	Electric	Manual	4.6	86,056	100,176	4,639	Low
7 Series	2,020	Middle East	Silver	Electric	Automatic	2.1	81,699	93,742	7,512	High
X3	2,024	Asia	White	Electric	Manual	3.1	132,017	34,388	4,647	Low
7 Series	2,019	Europe	Red	Diesel	Manual	4	189,282	111,745	5,160	Low
i3	2,020	North America	Black	Petrol	Automatic	1.7	184,268	103,535	662	Low
X6	2,017	South America	White	Hybrid	Automatic	2.8	128,916	54,860	8,405	High
M3	2,022	Middle East	Grey	Electric	Manual	3.5	113,148	100,522	3,731	Low
X5	2,014	South America	Black	Diesel	Automatic	2.8	50,350	104,615	9,664	High
X5	2,013	Middle East	Silver	Electric	Automatic	3.2	108,272	112,504	4,454	Low
3 Series	2,022	Africa	Blue	Hybrid	Manual	3.6	78,963	90,802	5,489	Low
X6	2,018	Europe	Blue	Electric	Manual	2.8	109,011	52,451	6,466	Low
3 Series	2,018	Middle East	Red	Electric	Automatic	1.9	188,063	110,799	1,997	Low
i8	2,010	Middle East	White	Electric	Manual	2	94,326	112,507	1,257	Low
X6	2,011	Europe	Silver	Electric	Automatic	3.3	73,349	95,630	1,793	Low
i3	2,017	Europe	White	Hybrid	Automatic	2.1	8,781	106,800	8,793	High
i3	2,014	Middle East	Silver	Petrol	Manual	4.6	188,577	54,031	6,487	Low
M3	2,016	North America	White	Hybrid	Automatic	4.4	87,971	84,807	9,367	High
3 Series	2,010	Asia	Blue	Electric	Manual	2.7	90,827	118,418	8,716	High
M3	2,021	Middle East	Red	Hybrid	Manual	4.4	127,009	117,765	6,618	Low
X1	2,019	Asia	Silver	Electric	Manual	3.4	7,595	116,155	6,886	Low
M3	2,021	South America	Red	Electric	Manual	2.1	100,642	119,121	7,376	High
7 Series	2,014	North America	Grey	Hybrid	Manual	3.6	145,338	94,841	1,289	Low
5 Series	2,020	Africa	Blue	Diesel	Automatic	3.9	2,794	108,211	5,442	Low
X3	2,021	Asia	Blue	Electric	Manual	1.8	66,873	88,789	7,814	High
i8	2,012	North America	White	Electric	Manual	2.6	97,269	55,933	415	Low
i3	2,019	Middle East	Silver	Diesel	Automatic	1.5	152,346	56,013	8,643	High
3 Series	2,021	Africa	Black	Petrol	Manual	2.6	162,728	93,043	7,765	High
M3	2,021	Africa	Red	Electric	Automatic	2.7	188,445	82,206	3,909	Low
X6	2,023	South America	Silver	Hybrid	Manual	3.7	66,976	54,883	3,395	Low
7 Series	2,011	North America	White	Hybrid	Manual	2.2	72,419	63,516	1,440	Low
7 Series	2,011	Middle East	Silver	Petrol	Manual	1.6	18,783	112,845	8,381	High
i3	2,018	Africa	Black	Electric	Automatic	2.6	8,653	57,577	2,156	Low
M5	2,022	South America	Blue	Electric	Automatic	4.4	19,503	105,513	6,953	Low
5 Series	2,013	North America	Blue	Diesel	Manual	2.9	26,471	116,236	4,640	Low
5 Series	2,013	Middle East	Grey	Petrol	Automatic	3	171,820	91,365	1,765	Low
5 Series	2,016	Europe	Red	Hybrid	Automatic	3.1	109,907	31,713	2,370	Low
X1	2,019	Europe	White	Electric	Automatic	4.1	140,798	91,635	1,674	Low
X3	2,019	Middle East	White	Electric	Manual	3.2	169,781	59,645	4,865	Low
3 Series	2,022	Asia	White	Electric	Manual	1.8	55,258	46,301	9,969	High
7 Series	2,011	North America	Red	Electric	Manual	2.2	70,398	73,661	7,670	High
X5	2,012	Middle East	White	Electric	Automatic	2.2	69,472	82,943	7,470	High
X5	2,012	Asia	White	Hybrid	Automatic	3.3	93,660	90,527	169	Low
i3	2,015	South America	Grey	Hybrid	Automatic	1.6	196,131	75,958	7,586	High
M5	2,012	Africa	Red	Electric	Automatic	2.5	76,678	118,648	5,149	Low
7 Series	2,020	North America	Grey	Petrol	Manual	3.6	143,128	33,878	192	Low
X3	2,014	Asia	Red	Petrol	Manual	2.7	177,802	54,043	6,682	Low
X3	2,013	South America	Silver	Electric	Manual	4	184,066	72,178	904	Low
7 Series	2,012	Asia	White	Electric	Manual	2.9	5,828	87,103	6,237	Low
X5	2,017	Africa	Black	Electric	Manual	4.9	137,142	73,597	1,409	Low
X5	2,023	Africa	Blue	Electric	Automatic	4.9	28,394	60,781	588	Low
M3	2,019	South America	Silver	Diesel	Manual	4.3	26,592	80,421	4,369	Low
i8	2,012	Africa	Black	Petrol	Manual	4.8	26,923	43,602	5,086	Low
X1	2,015	South America	White	Hybrid	Automatic	2.2	86,856	78,736	2,774	Low
X3	2,022	Asia	White	Diesel	Automatic	4.1	46,255	39,881	3,277	Low
X1	2,024	Africa	Black	Diesel	Manual	2.6	51,786	50,241	7,504	High
X3	2,016	Middle East	Red	Petrol	Manual	4	60,280	40,260	2,597	Low
i8	2,016	Middle East	Grey	Hybrid	Automatic	2.8	139,010	92,119	2,059	Low
5 Series	2,011	North America	Red	Hybrid	Automatic	2.5	46,663	110,248	2,555	Low
5 Series	2,023	North America	Grey	Hybrid	Manual	4.9	19,441	60,579	3,508	Low
7 Series	2,012	South America	Blue	Petrol	Automatic	2.2	127,331	119,384	8,163	High
M5	2,021	Middle East	Grey	Diesel	Automatic	4.2	58,952	75,585	8,683	High
5 Series	2,019	North America	Grey	Petrol	Automatic	3.9	197,219	113,475	3,357	Low
M5	2,019	Middle East	Black	Petrol	Manual	2.6	16,864	35,410	478	Low
i8	2,024	Middle East	Blue	Hybrid	Automatic	3.1	171,222	117,476	8,948	High
7 Series	2,013	North America	White	Hybrid	Manual	2	187,434	98,007	9,427	High
X6	2,016	Africa	White	Diesel	Automatic	4.7	71,295	88,291	5,828	Low
X3	2,011	North America	Silver	Hybrid	Manual	4.9	91,321	40,754	1,757	Low
X5	2,012	Asia	Red	Petrol	Automatic	4.1	79,288	66,678	1,917	Low
X6	2,016	South America	Black	Electric	Manual	4.5	111,465	47,544	4,905	Low
X5	2,016	Middle East	Black	Hybrid	Automatic	1.8	126,712	114,499	1,200	Low
i8	2,024	South America	White	Diesel	Automatic	2.8	144,881	37,560	8,990	High
M5	2,019	Europe	Red	Petrol	Manual	2.7	64,527	79,672	9,977	High
5 Series	2,012	North America	Silver	Diesel	Manual	3.5	107,835	34,509	1,879	Low
M3	2,021	Europe	Red	Petrol	Manual	2.1	47,158	74,559	3,540	Low
X6	2,010	Africa	White	Diesel	Automatic	3.5	175,175	72,420	4,673	Low
M3	2,021	South America	Black	Hybrid	Automatic	3.8	73,002	71,571	4,635	Low
X6	2,012	South America	White	Petrol	Automatic	2	118,826	77,254	6,290	Low
X3	2,014	Europe	Grey	Electric	Manual	2	87,127	102,593	6,158	Low
X1	2,016	Africa	Silver	Electric	Automatic	1.6	153,052	35,469	6,621	Low
3 Series	2,013	Asia	Grey	Diesel	Manual	4.2	150,508	56,126	8,416	High
7 Series	2,022	Asia	Red	Electric	Automatic	2.7	141,497	76,988	4,798	Low
5 Series	2,022	Middle East	Black	Hybrid	Manual	2.3	101,313	61,876	379	Low
M3	2,020	Africa	White	Electric	Automatic	4.2	101,280	84,777	7,257	High
X1	2,020	Africa	Blue	Hybrid	Manual	2	7,369	66,186	4,941	Low
i3	2,024	Middle East	Red	Petrol	Manual	3	76,239	51,867	1,420	Low
X3	2,010	Asia	White	Diesel	Automatic	4.1	40,096	52,800	8,360	High
3 Series	2,015	North America	Black	Petrol	Automatic	3.5	46,702	43,506	296	Low
X3	2,011	South America	Black	Electric	Manual	3.4	4,236	50,144	7,314	High
M3	2,021	North America	Black	Electric	Automatic	2.1	182,148	33,790	3,123	Low
3 Series	2,012	Europe	Black	Electric	Manual	2.1	46,343	84,902	5,517	Low
i3	2,013	North America	Blue	Hybrid	Manual	3.5	52,138	71,837	2,010	Low
i8	2,015	Asia	White	Petrol	Automatic	1.6	148,927	99,114	2,245	Low
M3	2,015	North America	Silver	Diesel	Manual	4.5	104,302	60,186	1,361	Low
X6	2,016	Africa	Silver	Petrol	Manual	2.7	64,862	65,695	5,033	Low
X6	2,014	Africa	Red	Petrol	Manual	3	47,864	89,128	3,019	Low
i8	2,016	North America	White	Electric	Automatic	2.4	191,991	66,268	2,126	Low

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