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	2,023	Africa	Red	Diesel	Automatic	4.2	2,125	96,912	8,205	High
3 Series	2,017	North America	Silver	Diesel	Manual	1.7	44,918	41,791	2,195	Low
X5	2,021	South America	Blue	Petrol	Automatic	4.5	16,786	83,724	7,617	High
i8	2,016	Europe	Red	Diesel	Automatic	2.4	100,514	99,924	7,604	High
M5	2,017	Europe	Grey	Petrol	Automatic	2.1	90,640	94,703	7,402	High
7 Series	2,018	Asia	Grey	Diesel	Manual	1.6	112,467	116,751	8,191	High
3 Series	2,021	South America	Black	Diesel	Automatic	4.4	67,364	96,142	6,763	Low
X6	2,013	South America	Blue	Diesel	Automatic	1.7	15,766	90,837	4,765	Low
X1	2,014	North America	Red	Electric	Automatic	4.8	188,566	103,343	9,374	High
X1	2,018	North America	Silver	Electric	Automatic	3.5	65,994	40,296	4,764	Low
i8	2,016	South America	Blue	Diesel	Manual	3.9	18,989	118,447	5,055	Low
7 Series	2,023	South America	Blue	Diesel	Automatic	4	58,067	109,055	9,532	High
X3	2,013	North America	Red	Petrol	Manual	2.5	133,254	30,504	8,883	High
5 Series	2,015	North America	Blue	Petrol	Automatic	4.3	181,846	82,035	919	Low
M3	2,020	South America	White	Electric	Manual	4.8	122,685	47,883	1,398	Low
i3	2,010	Middle East	Red	Hybrid	Automatic	2.8	164,246	46,683	5,016	Low
M5	2,010	Europe	White	Diesel	Automatic	4.4	45,658	105,045	3,819	Low
X1	2,018	Asia	Silver	Diesel	Automatic	4.2	96,468	54,986	7,512	High
X1	2,024	Middle East	Grey	Diesel	Manual	3.6	34,964	106,635	5,248	Low
i8	2,017	Africa	White	Hybrid	Automatic	2.8	76,089	78,407	5,150	Low
X1	2,024	Europe	Red	Electric	Manual	3	8,159	90,024	5,998	Low
i8	2,022	Asia	Blue	Hybrid	Manual	2.6	197,553	110,282	3,098	Low
X6	2,010	Europe	Silver	Electric	Manual	3	133,787	35,782	4,252	Low
3 Series	2,022	Europe	Red	Diesel	Manual	5	138,340	96,046	5,924	Low
M3	2,024	Asia	Blue	Petrol	Automatic	2.8	40,001	115,900	2,571	Low
i3	2,020	South America	Grey	Petrol	Manual	3.8	120,156	34,995	5,615	Low
X1	2,011	Africa	Grey	Diesel	Automatic	2.6	145,777	91,676	627	Low
i3	2,022	Europe	Red	Petrol	Manual	3.1	188,901	35,306	3,415	Low
X1	2,013	North America	Blue	Diesel	Automatic	1.8	12,867	108,880	1,299	Low
M3	2,010	Asia	Black	Electric	Automatic	4.2	61,309	66,545	8,044	High
7 Series	2,011	Middle East	Grey	Hybrid	Manual	3.8	197,077	52,682	9,027	High
X5	2,014	Middle East	Grey	Petrol	Manual	2.7	65,302	73,508	4,885	Low
X1	2,017	Europe	Blue	Diesel	Manual	3.3	114,787	79,877	2,058	Low
i3	2,015	Middle East	Red	Diesel	Manual	4.6	180,691	31,266	6,524	Low
X6	2,024	Asia	Grey	Diesel	Manual	1.7	117,188	106,874	9,811	High
M3	2,015	North America	Red	Petrol	Automatic	4.8	6,027	58,193	5,263	Low
M5	2,013	Europe	Silver	Diesel	Automatic	3.1	100,666	68,104	7,614	High
X5	2,011	North America	Blue	Petrol	Manual	4.5	65,190	43,121	8,358	High
X6	2,012	Asia	Grey	Hybrid	Automatic	4.5	175,912	81,123	1,780	Low
i3	2,022	Middle East	Grey	Diesel	Automatic	1.7	142,850	64,057	1,599	Low
X6	2,015	Asia	Blue	Petrol	Automatic	4.2	94,890	78,397	6,267	Low
X6	2,015	Middle East	Red	Diesel	Manual	4.1	12,919	100,018	8,232	High
X6	2,014	South America	Blue	Petrol	Automatic	1.7	91,348	32,783	8,588	High
7 Series	2,015	Europe	White	Electric	Manual	4.8	145,503	51,855	4,961	Low
X6	2,020	Middle East	Grey	Hybrid	Automatic	3.7	155,932	98,354	4,247	Low
X6	2,015	Middle East	Red	Petrol	Manual	2.1	5,294	111,552	2,555	Low
X6	2,022	Asia	Red	Diesel	Manual	1.9	110,043	51,454	2,115	Low
i8	2,010	South America	White	Hybrid	Manual	3.5	41,184	86,917	5,573	Low
3 Series	2,015	South America	Grey	Petrol	Automatic	1.7	43,929	101,349	6,609	Low
X1	2,014	Europe	Blue	Diesel	Manual	2.1	135,420	104,605	2,288	Low
X3	2,017	South America	Blue	Electric	Automatic	4.8	16,014	37,414	9,466	High
5 Series	2,018	South America	Black	Electric	Automatic	4.1	29,657	107,708	7,941	High
X6	2,023	Asia	Silver	Electric	Automatic	3.6	173,256	86,469	2,812	Low
X6	2,015	Middle East	Grey	Petrol	Automatic	2.2	182,076	68,829	5,595	Low
M5	2,022	South America	Grey	Electric	Manual	2.3	54,576	100,094	2,641	Low
7 Series	2,021	North America	Black	Diesel	Automatic	3.1	43,290	68,535	9,256	High
7 Series	2,021	Europe	White	Diesel	Automatic	4.1	130,281	63,582	1,041	Low
7 Series	2,019	Middle East	White	Hybrid	Automatic	1.5	135,872	58,507	298	Low
i3	2,013	Middle East	Grey	Diesel	Automatic	1.7	109,320	94,083	1,558	Low
7 Series	2,012	Asia	Grey	Electric	Manual	4.5	157,051	86,507	6,218	Low
X5	2,019	Middle East	Grey	Hybrid	Automatic	4.3	139,570	80,745	9,414	High
7 Series	2,021	Asia	Blue	Petrol	Automatic	3.9	167,845	72,534	6,543	Low
3 Series	2,010	Asia	Blue	Electric	Automatic	3.2	73,080	49,998	7,832	High
M3	2,016	South America	White	Diesel	Manual	2	2,706	52,605	7,632	High
i8	2,014	Asia	Red	Electric	Manual	1.9	193,195	59,017	3,357	Low
M5	2,013	South America	Black	Diesel	Manual	4.7	132,477	82,087	487	Low
X5	2,018	Africa	Blue	Petrol	Automatic	2.8	156,493	50,781	7,619	High
i8	2,016	North America	Black	Diesel	Manual	3.9	44,248	84,236	4,638	Low
7 Series	2,019	South America	Red	Diesel	Manual	3.1	155,564	95,571	1,276	Low
i8	2,022	Asia	Grey	Diesel	Manual	4.1	193,158	107,857	5,790	Low
5 Series	2,017	Middle East	Red	Diesel	Manual	2.2	111,746	32,775	1,318	Low
X6	2,013	Asia	Grey	Diesel	Automatic	3.2	111,974	108,477	1,401	Low
M5	2,019	Europe	Silver	Petrol	Manual	2.8	18,685	91,124	7,729	High
3 Series	2,021	Asia	Silver	Petrol	Manual	2.4	115,151	47,916	8,117	High
X5	2,019	Middle East	Blue	Diesel	Manual	3.6	134,461	68,562	319	Low
i8	2,017	South America	White	Petrol	Automatic	3.4	132,352	80,877	9,189	High
7 Series	2,013	South America	Silver	Hybrid	Automatic	3.2	64,014	97,966	4,904	Low
7 Series	2,024	Middle East	Silver	Electric	Manual	3.6	50,091	92,044	432	Low
i3	2,010	Middle East	Grey	Petrol	Automatic	2	98,826	97,806	5,769	Low
7 Series	2,020	North America	Red	Hybrid	Automatic	2.8	6,016	87,137	2,492	Low
X5	2,024	Middle East	White	Diesel	Automatic	2.6	188,037	39,496	9,570	High
i8	2,017	Asia	Silver	Petrol	Manual	4.2	188,949	52,588	9,954	High
X1	2,010	South America	Red	Electric	Manual	1.6	173,164	72,998	2,985	Low
7 Series	2,022	North America	Silver	Hybrid	Automatic	2.5	65,307	79,904	7,320	High
X6	2,021	Middle East	Silver	Electric	Manual	4.7	154,622	91,509	7,138	High
M3	2,012	Asia	Silver	Hybrid	Manual	2.6	39,149	52,959	9,020	High
i8	2,016	North America	Silver	Diesel	Automatic	2	103,135	51,964	7,152	High
5 Series	2,012	Asia	Blue	Petrol	Automatic	4.2	124,444	111,172	4,768	Low
M5	2,022	South America	White	Electric	Automatic	1.7	388	66,425	2,897	Low
X5	2,017	South America	Blue	Electric	Manual	3	186,731	73,179	9,018	High
X5	2,014	Africa	White	Diesel	Manual	4.5	14,986	74,897	8,007	High
M5	2,012	South America	Blue	Electric	Manual	4.8	97,536	119,133	7,727	High
X5	2,014	Africa	Red	Electric	Automatic	2.4	183,151	113,854	3,952	Low
5 Series	2,014	Middle East	Blue	Electric	Manual	2.5	129,410	88,262	7,798	High
X1	2,017	North America	Grey	Petrol	Manual	3.5	174,549	92,495	1,420	Low
M5	2,021	North America	Red	Hybrid	Automatic	2.3	196,638	64,261	6,119	Low
X6	2,018	Africa	Grey	Hybrid	Manual	2	190,850	80,217	7,198	High
X6	2,015	Asia	White	Hybrid	Manual	3	140,560	54,499	558	Low
M3	2,019	Africa	White	Electric	Automatic	1.8	134,673	79,775	2,372	Low
5 Series	2,012	South America	White	Diesel	Manual	4.6	151,630	46,895	8,077	High

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