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
X6	2,020	Asia	Black	Hybrid	Automatic	3.8	45,712	90,061	4,643	Low
X1	2,010	Africa	Grey	Diesel	Automatic	1.6	100,516	49,598	1,252	Low
i3	2,024	South America	White	Hybrid	Automatic	4.5	57,231	47,994	1,675	Low
M5	2,015	Asia	White	Petrol	Automatic	4.1	95,889	52,950	6,177	Low
M5	2,017	Middle East	Grey	Diesel	Automatic	2.8	55,643	96,914	4,669	Low
i3	2,014	South America	Grey	Diesel	Automatic	2.7	22,417	98,122	5,178	Low
M5	2,013	Asia	Silver	Diesel	Automatic	3.2	193,534	70,907	8,254	High
M3	2,011	South America	Grey	Petrol	Manual	4.5	137,855	96,941	6,712	Low
i8	2,015	Asia	Black	Hybrid	Automatic	2.4	6,365	30,074	2,845	Low
M3	2,015	North America	Grey	Electric	Automatic	1.9	167,647	88,780	4,997	Low
3 Series	2,020	Middle East	Red	Petrol	Manual	4.5	105,037	73,453	7,286	High
i3	2,024	South America	Blue	Hybrid	Manual	1.6	128,016	107,658	9,124	High
X6	2,010	Europe	White	Hybrid	Manual	4.7	7,762	61,914	5,045	Low
X6	2,018	South America	Grey	Diesel	Manual	2.6	40,764	116,735	4,709	Low
i3	2,021	Europe	Silver	Hybrid	Automatic	3.3	24,238	111,742	1,482	Low
M5	2,020	Africa	Grey	Petrol	Automatic	2	195,911	64,700	3,134	Low
X3	2,015	Middle East	Grey	Diesel	Automatic	4.7	134,039	70,672	6,856	Low
3 Series	2,022	Middle East	Silver	Petrol	Automatic	4.1	116,572	47,284	3,730	Low
M3	2,012	Europe	White	Diesel	Manual	4.7	194,359	93,837	8,190	High
7 Series	2,013	Africa	Red	Diesel	Manual	3.9	143,864	74,401	9,067	High
3 Series	2,021	South America	Grey	Hybrid	Automatic	2.1	37,246	112,265	5,726	Low
7 Series	2,020	Asia	White	Petrol	Automatic	2.6	188,234	71,570	3,284	Low
i8	2,013	Europe	White	Hybrid	Automatic	3.2	110,079	70,118	7,254	High
i3	2,012	Middle East	Silver	Petrol	Automatic	3.6	53,579	80,919	2,377	Low
M5	2,019	Asia	Blue	Hybrid	Automatic	4.7	164,678	49,840	1,883	Low
3 Series	2,012	South America	Silver	Petrol	Manual	2.8	137,794	99,478	520	Low
X1	2,024	Europe	Grey	Diesel	Manual	4	87,263	71,666	8,913	High
i3	2,012	Africa	Red	Diesel	Manual	4.9	86,785	99,512	2,353	Low
X3	2,013	South America	Grey	Petrol	Manual	2	156,944	55,881	6,169	Low
M5	2,016	Africa	White	Diesel	Automatic	4.5	39,593	109,963	113	Low
X5	2,013	Europe	White	Diesel	Automatic	3	162,617	79,299	2,353	Low
i3	2,018	Africa	Blue	Diesel	Manual	4.1	180,348	46,141	8,132	High
X1	2,010	Europe	Silver	Electric	Manual	2.5	97,558	101,553	1,718	Low
3 Series	2,017	Africa	Silver	Diesel	Manual	2.7	124,960	115,369	5,481	Low
X6	2,016	Europe	Black	Electric	Manual	1.6	28,972	89,763	7,436	High
X5	2,011	Europe	Blue	Petrol	Automatic	4.9	141,616	117,994	6,327	Low
i3	2,017	Asia	Black	Diesel	Manual	4.3	42,089	99,138	5,415	Low
X5	2,010	North America	Silver	Diesel	Manual	1.8	102,510	107,741	2,737	Low
X1	2,020	Europe	Grey	Petrol	Automatic	5	64,144	39,207	4,488	Low
5 Series	2,021	North America	Blue	Hybrid	Automatic	3.6	166,252	52,030	1,849	Low
X5	2,018	Asia	Black	Petrol	Manual	4.5	106,246	72,271	6,300	Low
X1	2,018	Europe	Black	Petrol	Manual	1.7	25,059	42,749	3,108	Low
M3	2,011	Africa	White	Hybrid	Manual	2.9	49,603	80,312	2,792	Low
i3	2,016	Middle East	Black	Hybrid	Manual	3.8	134,173	89,891	3,901	Low
i3	2,024	Asia	Red	Petrol	Manual	1.9	42,153	62,609	897	Low
i3	2,023	Europe	Grey	Hybrid	Automatic	3.2	136,858	54,036	3,108	Low
X6	2,019	Africa	Grey	Hybrid	Manual	3	199,006	116,494	9,003	High
3 Series	2,012	Africa	Red	Electric	Automatic	2.3	190,156	116,827	9,454	High
X6	2,016	Africa	Grey	Petrol	Automatic	2.6	160,714	115,705	7,064	High
5 Series	2,021	North America	White	Petrol	Manual	4.9	128,242	51,552	4,585	Low
7 Series	2,019	North America	Silver	Hybrid	Automatic	2.5	40,052	32,230	4,515	Low
i8	2,018	Asia	Grey	Petrol	Manual	2.2	126,505	92,606	9,586	High
i8	2,013	Middle East	Silver	Hybrid	Automatic	3.4	149,450	97,301	9,597	High
i8	2,021	Africa	Black	Diesel	Manual	3.8	164,473	102,381	9,156	High
5 Series	2,010	South America	Red	Electric	Automatic	4	9,951	39,129	8,440	High
3 Series	2,011	North America	Grey	Hybrid	Automatic	4.1	146,359	105,042	2,463	Low
i8	2,010	South America	Red	Diesel	Manual	1.6	76,908	48,463	3,398	Low
X6	2,023	South America	Grey	Petrol	Automatic	2.9	167,411	94,959	8,066	High
X5	2,021	Asia	Silver	Diesel	Manual	4.2	48,241	106,595	5,829	Low
X3	2,014	Middle East	White	Petrol	Automatic	4.7	95,070	83,106	6,254	Low
7 Series	2,014	North America	Silver	Electric	Automatic	3.6	182,618	116,107	7,608	High
X3	2,020	South America	Silver	Hybrid	Automatic	1.7	158,566	114,790	2,156	Low
i8	2,016	South America	Red	Hybrid	Manual	2.9	32,573	42,409	5,098	Low
X1	2,018	Asia	Blue	Diesel	Automatic	1.8	138,433	112,394	5,095	Low
7 Series	2,018	North America	White	Diesel	Manual	4.1	30,215	40,062	305	Low
i8	2,012	Europe	Blue	Electric	Manual	1.7	67,114	68,714	5,960	Low
3 Series	2,012	Europe	Blue	Diesel	Manual	2.2	154,736	78,565	3,990	Low
5 Series	2,012	Middle East	Blue	Electric	Automatic	3	121,611	76,420	6,844	Low
M3	2,013	Middle East	White	Petrol	Manual	3.1	74,067	67,269	2,781	Low
X5	2,017	Africa	Blue	Hybrid	Manual	2.9	110,631	110,049	1,386	Low
3 Series	2,015	North America	Blue	Petrol	Automatic	3.1	187,396	71,905	7,571	High
i3	2,017	South America	Grey	Petrol	Automatic	4	174,519	31,948	5,863	Low
X6	2,010	North America	Blue	Petrol	Automatic	2.8	36,327	66,518	7,163	High
3 Series	2,017	South America	Silver	Electric	Manual	3.4	144,332	102,814	5,037	Low
5 Series	2,013	Middle East	Grey	Electric	Manual	2.6	163,437	69,488	8,943	High
i8	2,020	Asia	White	Hybrid	Manual	2.7	111,872	34,401	288	Low
X1	2,010	North America	Red	Hybrid	Manual	3.6	4,768	35,905	5,184	Low
X3	2,017	Europe	Red	Electric	Manual	3.2	84,155	70,778	8,167	High
X6	2,013	South America	Red	Petrol	Manual	4	142,408	60,324	2,195	Low
X1	2,015	Middle East	Silver	Hybrid	Automatic	3.5	117,990	58,708	3,657	Low
M5	2,017	South America	Silver	Diesel	Manual	4.3	57,377	91,637	9,121	High
i8	2,013	Africa	Silver	Petrol	Manual	3.1	136,263	116,643	4,751	Low
X1	2,023	Europe	Silver	Diesel	Manual	3.2	112,416	53,115	874	Low
3 Series	2,012	North America	White	Hybrid	Manual	3.8	110,051	82,258	9,890	High
7 Series	2,023	South America	Black	Electric	Manual	2.3	179,767	47,128	7,301	High
X5	2,018	Europe	Silver	Diesel	Manual	2.9	124,134	37,111	4,242	Low
M5	2,012	Europe	Black	Petrol	Automatic	3.7	124,564	119,792	3,324	Low
X5	2,018	Africa	Black	Electric	Manual	1.6	6,634	67,794	9,284	High
i3	2,022	North America	Black	Hybrid	Automatic	3	81,603	115,537	5,387	Low
X6	2,011	Africa	Red	Hybrid	Automatic	3.6	97,667	81,625	3,309	Low
7 Series	2,023	Europe	Black	Diesel	Manual	4.9	109,291	30,463	7,111	High
M3	2,011	Middle East	Black	Diesel	Automatic	4.6	106,672	101,785	1,625	Low
M5	2,011	Africa	Red	Petrol	Automatic	2.5	41,594	93,495	489	Low
i3	2,015	Asia	White	Hybrid	Manual	3.3	95,364	91,829	7,118	High
M5	2,012	Middle East	Red	Diesel	Manual	1.7	71,227	114,903	8,924	High
X1	2,022	South America	Black	Petrol	Automatic	2.3	26,767	117,363	642	Low
i3	2,018	Africa	White	Hybrid	Automatic	4.2	27,979	95,982	4,366	Low
M5	2,013	Asia	White	Petrol	Automatic	1.9	170,073	81,725	1,404	Low
X5	2,010	Africa	White	Hybrid	Automatic	2.4	23,577	62,344	8,358	High
3 Series	2,013	South America	Blue	Electric	Automatic	4.8	121,155	35,561	3,816	Low

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