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
M3	2,011	Africa	Silver	Hybrid	Automatic	4.6	100,666	46,737	562	Low
X5	2,011	North America	Grey	Diesel	Automatic	4.2	192,767	114,930	1,482	Low
i8	2,016	North America	White	Electric	Automatic	2.3	99,448	108,875	9,476	High
7 Series	2,014	North America	Silver	Petrol	Automatic	4.8	61,678	87,846	1,960	Low
5 Series	2,016	South America	Blue	Hybrid	Automatic	3.7	146,008	98,892	8,780	High
i3	2,022	Middle East	Red	Electric	Automatic	2.1	174,407	87,190	684	Low
3 Series	2,020	Europe	Silver	Diesel	Automatic	3.5	147,390	103,652	7,689	High
M3	2,010	Asia	Blue	Diesel	Automatic	3.1	25,865	85,955	2,001	Low
M3	2,010	Middle East	Grey	Hybrid	Manual	4.4	93,339	94,583	5,564	Low
i3	2,014	Asia	Grey	Diesel	Automatic	2.7	56,441	119,272	5,719	Low
i8	2,011	Africa	White	Hybrid	Automatic	4.6	169,657	107,161	2,769	Low
X5	2,017	Middle East	White	Hybrid	Manual	4.3	8,099	108,660	2,100	Low
X6	2,023	Middle East	Blue	Petrol	Manual	3.9	50,663	32,628	279	Low
X3	2,024	South America	White	Diesel	Manual	2.4	145,314	40,849	9,437	High
X3	2,012	South America	Grey	Diesel	Automatic	4.9	149,753	71,520	4,170	Low
5 Series	2,010	North America	Red	Diesel	Automatic	3.4	146,511	83,373	1,428	Low
M5	2,022	Africa	Silver	Hybrid	Manual	4.7	195,697	47,249	9,594	High
i3	2,011	Middle East	Black	Hybrid	Manual	2.3	47,680	58,938	3,891	Low
X1	2,019	South America	Grey	Hybrid	Manual	4.9	92,757	41,910	2,758	Low
M5	2,019	Europe	Silver	Electric	Manual	4.4	78,019	87,999	6,069	Low
X3	2,016	Middle East	Grey	Petrol	Manual	4.8	9,403	47,937	1,366	Low
M5	2,015	North America	Red	Diesel	Manual	2.2	65,050	69,109	9,334	High
M5	2,021	Asia	White	Petrol	Automatic	3	1,125	63,009	5,187	Low
5 Series	2,017	Europe	Blue	Petrol	Manual	1.8	192,586	78,116	6,961	Low
5 Series	2,016	South America	Grey	Hybrid	Manual	2	131,614	39,152	6,705	Low
X5	2,023	Middle East	Blue	Electric	Automatic	2.5	64,963	118,790	7,868	High
7 Series	2,019	South America	Black	Hybrid	Automatic	4.8	111,958	44,437	3,216	Low
M5	2,022	Africa	Blue	Petrol	Automatic	3.8	88,107	110,775	4,921	Low
i3	2,017	Africa	White	Hybrid	Manual	2.6	83,939	79,099	1,582	Low
X1	2,012	South America	White	Electric	Automatic	4.8	73,203	100,724	8,200	High
7 Series	2,015	Asia	Silver	Diesel	Automatic	4.1	64,778	65,126	7,655	High
M5	2,022	Middle East	Grey	Diesel	Automatic	4.7	78,884	109,992	9,389	High
X3	2,016	Middle East	Silver	Petrol	Manual	4.7	55,691	104,737	3,993	Low
M3	2,024	Middle East	Grey	Hybrid	Manual	4.1	34,356	52,804	2,407	Low
X5	2,019	Middle East	Grey	Electric	Manual	2.4	112,104	46,574	7,674	High
i3	2,020	Middle East	Grey	Diesel	Manual	5	21,513	54,746	3,073	Low
M3	2,010	North America	Black	Electric	Automatic	2.6	9,653	102,100	7,769	High
M5	2,010	South America	White	Diesel	Automatic	3.9	54,883	66,684	6,034	Low
X3	2,016	Africa	Black	Electric	Automatic	4.5	76,701	98,797	9,225	High
7 Series	2,022	Middle East	Red	Diesel	Manual	2.1	41,542	36,354	6,447	Low
i8	2,020	Asia	Black	Electric	Manual	3.6	191,527	46,058	9,257	High
X5	2,022	Africa	Blue	Electric	Manual	2.8	49,006	98,565	6,581	Low
5 Series	2,012	Africa	Black	Petrol	Automatic	2.4	8,646	119,517	1,092	Low
M3	2,012	North America	Silver	Hybrid	Manual	1.5	16,005	93,810	3,953	Low
X3	2,024	South America	Black	Petrol	Manual	4.6	176,939	64,248	7,920	High
M3	2,014	North America	Blue	Petrol	Manual	2	47,709	105,493	6,423	Low
X5	2,024	South America	Black	Hybrid	Manual	4.6	185,579	35,487	1,656	Low
X3	2,020	Africa	Grey	Hybrid	Manual	3.6	163,517	70,342	5,325	Low
X6	2,015	Middle East	Silver	Diesel	Manual	3.7	196,193	68,256	4,439	Low
i3	2,011	Asia	Grey	Hybrid	Manual	4.4	80,559	113,721	9,844	High
X5	2,012	Europe	Grey	Petrol	Manual	3.3	148,964	115,949	8,640	High
3 Series	2,015	Middle East	White	Hybrid	Automatic	2.8	119,322	91,813	1,305	Low
7 Series	2,012	Europe	Grey	Electric	Manual	2	105,595	90,872	914	Low
M5	2,023	South America	Blue	Diesel	Automatic	3.5	166,824	108,641	3,682	Low
3 Series	2,014	South America	White	Petrol	Automatic	3.4	47,017	30,893	8,713	High
i8	2,018	South America	Black	Diesel	Manual	2.5	75,331	119,203	1,800	Low
i3	2,021	Africa	Red	Hybrid	Manual	3.6	121,998	67,236	794	Low
7 Series	2,012	Middle East	Black	Diesel	Manual	3	180,943	90,198	2,312	Low
M5	2,021	Middle East	Silver	Hybrid	Automatic	4.3	50,894	107,070	3,776	Low
X1	2,020	South America	Silver	Diesel	Automatic	3.5	80,980	36,815	3,363	Low
i3	2,022	Africa	White	Petrol	Automatic	4.8	11,188	76,399	5,928	Low
X5	2,022	Asia	Silver	Hybrid	Manual	3.3	48,726	68,451	1,031	Low
M5	2,015	Africa	Grey	Petrol	Manual	4.6	44,987	33,351	2,387	Low
M5	2,020	Asia	White	Petrol	Automatic	3.3	64,520	47,319	8,690	High
X3	2,014	Asia	Grey	Hybrid	Automatic	3.5	173,599	114,136	3,141	Low
X3	2,014	Africa	White	Hybrid	Automatic	2.8	42,488	116,129	7,032	High
3 Series	2,020	Middle East	Black	Petrol	Manual	2.9	152,179	60,297	8,141	High
X3	2,023	Middle East	White	Electric	Automatic	4.8	76,350	47,508	5,805	Low
X6	2,023	North America	Silver	Electric	Manual	2.3	63,852	86,104	2,638	Low
3 Series	2,015	Middle East	Blue	Hybrid	Automatic	1.9	106,820	34,630	7,003	High
i8	2,015	South America	Black	Electric	Manual	4.4	25,508	108,354	5,577	Low
i3	2,010	Africa	Black	Hybrid	Automatic	3.5	26,972	119,261	4,678	Low
X6	2,020	North America	Black	Petrol	Manual	2.5	149,268	104,890	6,424	Low
5 Series	2,024	South America	White	Electric	Automatic	3	60,479	44,386	7,531	High
3 Series	2,018	South America	White	Electric	Manual	3.3	87,750	94,558	5,882	Low
3 Series	2,014	North America	White	Petrol	Manual	3.6	153,669	49,473	4,776	Low
X5	2,010	Europe	White	Electric	Automatic	4.4	33,531	111,897	3,291	Low
7 Series	2,017	Middle East	Blue	Diesel	Manual	2.9	173,351	119,511	1,665	Low
i3	2,016	Asia	Blue	Electric	Manual	3.9	90,629	35,053	5,160	Low
7 Series	2,016	North America	Grey	Hybrid	Manual	4.4	108,730	106,199	4,686	Low
X3	2,024	South America	Red	Petrol	Automatic	4.5	23,048	31,714	5,563	Low
7 Series	2,023	Middle East	Blue	Diesel	Automatic	2.4	56,566	75,003	3,328	Low
M5	2,014	Africa	White	Electric	Automatic	2.7	190,151	71,871	1,284	Low
i8	2,010	Africa	Silver	Petrol	Manual	3.6	177,659	44,254	4,662	Low
X6	2,018	Asia	Red	Electric	Automatic	4.6	126,421	47,771	6,796	Low
X5	2,020	Asia	Blue	Electric	Manual	4.3	199	119,176	9,748	High
X5	2,018	South America	Black	Diesel	Automatic	3.5	139,627	110,247	1,336	Low
M3	2,017	Middle East	Red	Diesel	Manual	4.9	63,933	62,906	5,389	Low
5 Series	2,014	Asia	Silver	Petrol	Manual	3	33,057	38,457	700	Low
X3	2,023	North America	White	Petrol	Automatic	4.4	114,288	92,586	839	Low
7 Series	2,012	Asia	Red	Petrol	Manual	4.4	67,529	87,956	3,000	Low
i3	2,017	Middle East	White	Diesel	Automatic	4.7	151,317	64,439	9,779	High
X1	2,010	Asia	Black	Electric	Automatic	5	183,934	96,940	822	Low
X6	2,012	North America	Red	Diesel	Manual	3.2	40,524	51,986	8,034	High
3 Series	2,021	Africa	Silver	Hybrid	Automatic	2.2	110,050	49,612	2,637	Low
X3	2,020	Europe	White	Diesel	Manual	3.1	170,695	64,720	8,845	High
i8	2,016	South America	Grey	Petrol	Automatic	4.5	60,130	80,989	1,359	Low
M5	2,023	Asia	Silver	Hybrid	Automatic	4.4	23,900	66,374	9,599	High
M5	2,024	Middle East	Grey	Diesel	Manual	2.7	1,789	115,425	192	Low
X1	2,013	South America	Black	Electric	Automatic	1.7	71,581	64,394	5,436	Low

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