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	2,011	North America	Grey	Diesel	Manual	4.7	100,085	114,172	7,641	High
X6	2,022	North America	Silver	Hybrid	Manual	2	137,887	105,452	5,698	Low
i8	2,013	North America	Silver	Diesel	Manual	4.1	4,791	105,171	6,406	Low
X6	2,010	South America	Grey	Electric	Automatic	3.5	108,288	60,876	9,673	High
M5	2,013	Middle East	Blue	Diesel	Automatic	4.8	34,876	68,186	3,689	Low
i8	2,016	North America	Grey	Electric	Automatic	4.3	469	78,916	9,312	High
M3	2,024	Africa	White	Electric	Manual	4.5	167,136	117,617	1,810	Low
i8	2,023	Africa	Silver	Electric	Automatic	3.7	16,175	44,443	2,863	Low
7 Series	2,021	Asia	Grey	Diesel	Automatic	4.3	111,755	63,180	7,428	High
7 Series	2,012	Africa	Silver	Electric	Manual	2.7	97,056	95,740	2,448	Low
M5	2,019	Africa	Black	Hybrid	Manual	2.2	169,970	60,865	5,721	Low
X5	2,017	Europe	Silver	Petrol	Manual	4.7	191,557	118,311	5,357	Low
X6	2,015	Africa	Grey	Petrol	Automatic	4.1	34,398	75,934	9,054	High
i8	2,015	South America	Silver	Electric	Manual	1.8	65,004	99,870	7,188	High
X1	2,023	North America	Grey	Electric	Manual	4.5	46,840	50,989	8,906	High
X1	2,024	Africa	Red	Diesel	Automatic	2.7	169,683	59,231	8,540	High
M3	2,010	Europe	Silver	Diesel	Manual	2.5	89,226	118,839	5,265	Low
i8	2,014	Middle East	White	Diesel	Manual	3.7	124,833	37,038	4,681	Low
M3	2,012	Middle East	Red	Diesel	Manual	3.5	152,804	101,984	453	Low
5 Series	2,024	Africa	White	Hybrid	Automatic	3.4	31,158	104,127	4,714	Low
7 Series	2,019	Africa	White	Electric	Manual	2.4	48,219	45,076	2,302	Low
5 Series	2,024	Middle East	White	Hybrid	Automatic	4.9	37,893	39,781	682	Low
X5	2,010	Africa	Blue	Electric	Manual	4.8	43,819	114,488	5,262	Low
M5	2,017	Africa	White	Hybrid	Manual	1.5	88,448	63,449	8,224	High
3 Series	2,016	Europe	Red	Petrol	Automatic	2.7	36	114,661	5,912	Low
M3	2,016	North America	Red	Diesel	Automatic	1.7	33,749	36,340	6,291	Low
M5	2,021	South America	Blue	Hybrid	Automatic	4.5	114,144	48,310	3,500	Low
5 Series	2,019	South America	Grey	Diesel	Automatic	4.6	190,865	41,825	1,813	Low
X1	2,023	Africa	Black	Electric	Automatic	3.3	192,604	30,193	2,155	Low
5 Series	2,019	South America	Black	Petrol	Automatic	4.4	163,302	48,370	4,507	Low
7 Series	2,019	Asia	Red	Diesel	Manual	4	68,993	63,937	744	Low
i8	2,013	Europe	Blue	Diesel	Manual	3.2	27,328	91,574	9,961	High
3 Series	2,022	North America	Blue	Diesel	Manual	2.8	170,821	61,213	7,809	High
7 Series	2,024	Asia	Black	Diesel	Automatic	2.4	41,711	50,469	8,145	High
7 Series	2,020	North America	Black	Petrol	Manual	2.4	172,698	98,023	5,438	Low
X1	2,015	Africa	Blue	Electric	Manual	3.5	11,534	31,157	2,764	Low
i8	2,022	South America	Red	Hybrid	Automatic	2.1	4,063	59,345	9,800	High
i3	2,018	North America	Black	Electric	Manual	2.1	36,868	34,067	2,650	Low
i3	2,024	South America	Blue	Diesel	Automatic	1.5	67,922	39,258	2,679	Low
i8	2,023	South America	White	Electric	Manual	3.6	169,434	53,272	820	Low
M3	2,012	North America	Red	Diesel	Automatic	5	102,509	49,860	7,575	High
M3	2,024	Middle East	Grey	Petrol	Manual	4.6	39,288	33,953	7,711	High
3 Series	2,018	Asia	Silver	Petrol	Manual	4	96,832	106,374	3,857	Low
X5	2,013	North America	Red	Petrol	Automatic	4.2	40,046	56,619	8,315	High
5 Series	2,014	Middle East	Silver	Diesel	Automatic	3	100,392	41,392	7,963	High
M5	2,016	Europe	Red	Hybrid	Manual	2.5	33,120	68,074	646	Low
X3	2,015	Asia	Black	Electric	Automatic	2.8	149,404	61,138	363	Low
M3	2,019	Africa	Silver	Electric	Automatic	1.8	14,272	111,212	2,728	Low
7 Series	2,017	Africa	Grey	Diesel	Manual	3.7	134,908	101,477	3,559	Low
M5	2,017	Middle East	Blue	Hybrid	Manual	2.1	98,677	106,713	6,663	Low
i8	2,017	Middle East	White	Petrol	Manual	4.2	98,074	114,485	6,074	Low
i3	2,012	Europe	Black	Hybrid	Automatic	2.2	21,544	101,349	682	Low
i8	2,024	South America	Grey	Hybrid	Automatic	2.3	76,742	61,099	308	Low
7 Series	2,023	Europe	Grey	Petrol	Manual	4.9	90,590	35,035	7,359	High
X6	2,019	Europe	Blue	Hybrid	Manual	1.9	48,796	102,378	3,225	Low
5 Series	2,015	North America	Red	Diesel	Manual	3.2	185,194	44,863	1,615	Low
X5	2,016	Africa	White	Hybrid	Manual	1.7	183,653	98,216	1,158	Low
X5	2,018	South America	White	Electric	Manual	1.8	194,668	78,699	5,315	Low
7 Series	2,019	Asia	Black	Petrol	Manual	3.7	36,785	119,500	3,124	Low
X5	2,019	South America	Red	Electric	Automatic	3.7	89,608	94,105	5,508	Low
M5	2,023	Europe	Red	Petrol	Manual	2.2	89,788	68,631	1,663	Low
3 Series	2,021	Middle East	Grey	Diesel	Manual	4.6	1,010	83,308	7,301	High
5 Series	2,024	Middle East	Red	Electric	Automatic	4	39,142	105,872	523	Low
X3	2,013	South America	Black	Petrol	Automatic	2.6	3,533	66,701	4,654	Low
M5	2,014	Europe	Blue	Petrol	Automatic	2.4	25,135	30,525	5,892	Low
X1	2,017	South America	Silver	Diesel	Automatic	4.1	47,315	69,838	5,858	Low
i3	2,010	Africa	Black	Petrol	Automatic	4.1	71,030	103,689	6,952	Low
X1	2,021	North America	Black	Petrol	Automatic	2	88,149	58,342	2,185	Low
M3	2,015	Europe	White	Petrol	Automatic	2.7	29,978	58,163	4,986	Low
5 Series	2,024	Africa	White	Diesel	Automatic	2.3	103,630	96,467	6,049	Low
i8	2,013	Europe	Grey	Petrol	Automatic	2.5	17,678	42,364	8,471	High
M5	2,014	Asia	Blue	Hybrid	Automatic	2.5	161,674	70,756	6,596	Low
X6	2,020	Europe	White	Petrol	Manual	4.9	50,573	101,652	8,355	High
X1	2,014	Europe	Silver	Electric	Manual	4.1	2,819	63,406	5,832	Low
i3	2,011	South America	Blue	Petrol	Manual	4.2	89,826	95,721	8,672	High
i3	2,017	Middle East	Blue	Electric	Manual	2.5	138,079	61,491	3,951	Low
i8	2,024	Africa	Red	Hybrid	Manual	1.5	118,563	109,241	5,009	Low
7 Series	2,011	Africa	Grey	Diesel	Automatic	1.7	106,801	92,953	785	Low
X5	2,013	South America	Black	Diesel	Automatic	3.4	199,711	92,827	3,828	Low
7 Series	2,021	North America	Grey	Hybrid	Automatic	2.5	65,146	75,287	8,538	High
X5	2,022	Africa	White	Petrol	Automatic	2.2	86,349	85,067	5,957	Low
X6	2,014	Europe	Blue	Diesel	Manual	1.7	15,969	42,993	7,678	High
X1	2,023	Asia	Grey	Hybrid	Manual	4.6	137,146	76,682	6,056	Low
3 Series	2,010	Middle East	White	Hybrid	Automatic	3.6	7,106	65,804	7,183	High
X1	2,015	Middle East	Blue	Hybrid	Manual	1.9	166,180	103,477	924	Low
M3	2,011	South America	White	Petrol	Manual	4.2	51,120	88,902	7,775	High
X3	2,023	Middle East	Red	Hybrid	Automatic	4.1	85,411	49,915	5,626	Low
5 Series	2,014	Middle East	Blue	Hybrid	Automatic	2.5	135,509	103,064	9,252	High
M5	2,024	Europe	Blue	Diesel	Manual	2.2	186,289	36,087	8,248	High
M5	2,015	Middle East	White	Diesel	Automatic	4.3	42,739	46,841	1,416	Low
X1	2,020	Africa	Red	Hybrid	Automatic	2.7	136,175	83,584	3,556	Low
5 Series	2,017	Europe	Silver	Petrol	Automatic	4.5	99,828	64,880	8,700	High
M5	2,018	Africa	Blue	Hybrid	Automatic	1.7	72,565	53,106	173	Low
X6	2,022	Africa	Silver	Hybrid	Manual	3.2	48,640	46,027	823	Low
i3	2,024	Asia	Silver	Diesel	Manual	2.1	55,523	105,241	846	Low
X1	2,021	Europe	Red	Hybrid	Manual	3.9	15,665	112,403	334	Low
M3	2,015	Middle East	Red	Electric	Manual	5	42,553	87,084	2,686	Low
X3	2,014	South America	Silver	Electric	Automatic	2.9	136,400	78,175	6,535	Low
M3	2,021	North America	Black	Petrol	Manual	1.9	107,772	96,233	3,567	Low
7 Series	2,013	Africa	Black	Hybrid	Automatic	2.6	99,982	102,024	3,436	Low

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