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
M5	2,017	South America	Blue	Diesel	Manual	3	26,649	38,497	1,203	Low
3 Series	2,012	South America	White	Diesel	Automatic	2.1	54,603	48,096	1,526	Low
5 Series	2,020	Asia	Grey	Hybrid	Manual	4.2	49,017	47,554	799	Low
7 Series	2,018	Africa	Grey	Electric	Automatic	4.2	36,604	93,299	225	Low
X3	2,011	North America	Black	Diesel	Manual	5	151,460	70,021	2,537	Low
M3	2,015	Europe	Red	Diesel	Automatic	4.2	179,832	71,143	5,967	Low
X3	2,010	North America	Silver	Petrol	Manual	2	69,681	88,717	7,561	High
M5	2,022	South America	White	Diesel	Automatic	2.6	26,486	59,965	4,111	Low
X1	2,016	Africa	Silver	Petrol	Manual	3.1	41,250	36,123	1,813	Low
i8	2,012	North America	Blue	Hybrid	Manual	1.9	99,651	60,292	7,698	High
M5	2,016	Europe	Grey	Electric	Manual	4.3	27,057	88,880	9,113	High
i3	2,013	Middle East	Red	Hybrid	Automatic	3.3	99,905	73,905	7,862	High
X3	2,018	North America	Red	Electric	Manual	4.8	153,099	55,426	7,573	High
3 Series	2,014	South America	Black	Diesel	Manual	3.6	33,906	80,113	6,577	Low
M5	2,012	Middle East	White	Hybrid	Automatic	3.3	12,487	54,797	9,118	High
M3	2,024	South America	Blue	Petrol	Manual	1.7	29,946	48,566	9,940	High
M3	2,017	Europe	Silver	Petrol	Manual	2	77,992	44,232	9,309	High
M3	2,015	Asia	Black	Diesel	Automatic	4.5	121,275	51,063	2,089	Low
7 Series	2,011	South America	Blue	Hybrid	Automatic	5	184,734	71,019	6,751	Low
M3	2,012	Africa	Silver	Hybrid	Automatic	3	175,700	115,682	285	Low
X5	2,017	Africa	Black	Electric	Automatic	4.3	153,310	64,827	3,486	Low
7 Series	2,024	Europe	Silver	Diesel	Automatic	3.7	50,463	71,167	9,999	High
M3	2,019	Africa	Grey	Hybrid	Manual	4.9	48,878	106,547	7,784	High
X1	2,016	Middle East	Red	Diesel	Manual	2.3	145,490	37,872	1,072	Low
X3	2,019	Asia	Black	Diesel	Manual	3.4	138,414	53,648	8,602	High
X5	2,015	North America	Red	Electric	Automatic	2.9	75,997	57,675	8,481	High
i3	2,023	Africa	Grey	Electric	Automatic	3.4	32,840	112,534	2,042	Low
X1	2,010	South America	Black	Diesel	Automatic	2.4	110,225	42,901	4,239	Low
i8	2,018	North America	Silver	Petrol	Manual	3.2	98,927	51,002	9,499	High
M3	2,012	Asia	White	Diesel	Manual	3.7	196,381	77,210	3,389	Low
i8	2,023	Asia	Black	Diesel	Automatic	1.8	159,214	31,692	5,088	Low
i3	2,014	Africa	Black	Hybrid	Manual	4.1	59,164	74,217	2,417	Low
7 Series	2,016	Africa	Blue	Hybrid	Manual	4	114,482	30,068	2,933	Low
5 Series	2,024	South America	White	Electric	Manual	4.6	117,917	48,966	7,721	High
X6	2,016	Asia	White	Petrol	Automatic	3	44,782	57,514	2,811	Low
i8	2,012	Africa	Grey	Diesel	Manual	1.7	169,649	32,175	8,033	High
M5	2,024	North America	Grey	Hybrid	Manual	3.1	93,754	32,158	5,361	Low
7 Series	2,013	Asia	Silver	Petrol	Automatic	2	34,334	81,963	6,840	Low
i3	2,019	Middle East	White	Petrol	Manual	3.8	166,560	88,189	568	Low
X3	2,016	Middle East	Silver	Diesel	Manual	1.7	138,992	45,874	1,827	Low
i3	2,017	Asia	Grey	Diesel	Automatic	2.8	75,584	33,247	6,117	Low
5 Series	2,011	Asia	Grey	Diesel	Manual	1.8	9,234	36,654	2,612	Low
i3	2,018	Middle East	Silver	Electric	Manual	1.5	40,334	73,840	9,016	High
X3	2,016	South America	Red	Hybrid	Automatic	4.9	114,499	118,436	2,526	Low
X6	2,022	Africa	Silver	Hybrid	Automatic	5	56,066	87,044	7,425	High
7 Series	2,017	Middle East	Blue	Diesel	Manual	3.4	143,530	89,963	9,649	High
M3	2,015	Middle East	Red	Electric	Manual	2.3	71,220	79,595	6,249	Low
5 Series	2,015	Middle East	Blue	Electric	Manual	4.7	26,437	96,632	7,161	High
X6	2,018	South America	Blue	Diesel	Manual	4.7	89,598	83,149	7,584	High
7 Series	2,013	North America	White	Petrol	Manual	4.5	151,446	76,333	7,893	High
3 Series	2,020	South America	Grey	Hybrid	Manual	3.4	46,700	96,536	5,685	Low
X6	2,020	North America	Red	Electric	Automatic	1.8	165,806	44,855	8,104	High
7 Series	2,014	Europe	Red	Diesel	Automatic	1.8	109,681	60,907	8,393	High
M3	2,018	Asia	Red	Hybrid	Manual	4.6	25,608	52,323	3,882	Low
X3	2,010	Europe	Blue	Diesel	Automatic	4.6	86,833	80,026	213	Low
i3	2,013	Middle East	Blue	Diesel	Manual	3	48,564	39,407	7,118	High
X5	2,016	Asia	Silver	Electric	Automatic	2.6	190,568	85,588	1,395	Low
M3	2,020	Europe	Silver	Diesel	Automatic	3.8	5,468	95,603	7,758	High
3 Series	2,024	Asia	Black	Petrol	Automatic	4.3	191,913	81,487	8,178	High
M5	2,018	South America	Blue	Diesel	Manual	4.1	58,285	114,725	5,058	Low
7 Series	2,024	North America	Red	Diesel	Manual	3.7	183,262	110,378	5,201	Low
X6	2,023	South America	White	Petrol	Manual	2.3	111,455	106,810	9,080	High
M3	2,022	North America	Silver	Petrol	Automatic	2.4	759	34,858	5,618	Low
X5	2,020	Middle East	White	Diesel	Automatic	4	132,701	102,388	8,563	High
i3	2,021	Middle East	Grey	Petrol	Automatic	4.3	51,035	108,026	4,509	Low
M3	2,022	Europe	Silver	Hybrid	Automatic	1.9	158,460	95,309	8,948	High
X5	2,019	Africa	Black	Petrol	Manual	2.2	138,457	72,188	6,089	Low
5 Series	2,015	Middle East	Black	Petrol	Manual	3.9	98,385	55,528	4,513	Low
X6	2,021	North America	White	Electric	Automatic	2.9	165,623	86,728	3,902	Low
3 Series	2,017	Africa	Red	Petrol	Manual	3.5	88,435	118,277	2,412	Low
i8	2,022	North America	White	Hybrid	Manual	3.7	22,994	65,355	8,654	High
X5	2,018	South America	White	Diesel	Manual	4.2	71,522	40,333	5,962	Low
X3	2,019	North America	White	Petrol	Manual	4.3	194,336	55,920	4,530	Low
X6	2,013	Africa	Silver	Diesel	Automatic	2.5	22,087	54,658	9,951	High
5 Series	2,010	Asia	Blue	Petrol	Automatic	3.4	198,643	104,279	2,950	Low
X3	2,023	North America	Blue	Hybrid	Automatic	1.9	136,176	86,176	7,045	High
X3	2,017	Europe	Silver	Petrol	Manual	4.4	107,354	39,369	1,229	Low
i3	2,011	Asia	Silver	Electric	Automatic	4.5	28,516	92,354	7,797	High
7 Series	2,020	Africa	Blue	Diesel	Manual	2.5	41,129	82,340	9,244	High
5 Series	2,010	Asia	Silver	Electric	Manual	2.1	105,351	111,353	4,936	Low
i8	2,022	Asia	White	Electric	Manual	1.7	52,921	76,959	4,546	Low
i3	2,016	North America	Red	Electric	Automatic	3.5	78,959	91,280	1,393	Low
3 Series	2,021	Middle East	Blue	Diesel	Manual	1.8	131,295	80,750	1,683	Low
X1	2,019	North America	Black	Petrol	Automatic	3.9	142,034	95,066	4,999	Low
X3	2,018	Middle East	White	Diesel	Automatic	3.9	194,717	54,128	3,274	Low
5 Series	2,020	South America	Red	Electric	Manual	3.6	90,595	102,829	9,637	High
7 Series	2,024	Asia	Silver	Diesel	Manual	4.6	157,631	112,216	3,842	Low
7 Series	2,021	Middle East	White	Hybrid	Manual	2.8	8,099	38,148	4,832	Low
X6	2,021	Europe	Grey	Petrol	Manual	4.7	121,359	92,612	6,294	Low
M3	2,018	Africa	Silver	Hybrid	Automatic	1.6	109,397	66,563	1,837	Low
3 Series	2,012	Middle East	White	Petrol	Automatic	1.9	180,308	38,809	1,170	Low
M5	2,015	South America	Blue	Electric	Automatic	2.9	82,909	86,162	5,723	Low
X3	2,016	Europe	Silver	Diesel	Manual	3.6	45,722	113,190	6,346	Low
X5	2,023	Africa	White	Diesel	Automatic	1.6	78,401	67,589	9,910	High
3 Series	2,019	Africa	Black	Electric	Manual	3.5	199,623	56,785	8,580	High
5 Series	2,018	Africa	Blue	Petrol	Manual	2.6	73,130	37,209	2,641	Low
X6	2,024	South America	Blue	Diesel	Automatic	4.6	25,750	72,469	5,677	Low
7 Series	2,011	Middle East	Black	Diesel	Manual	3.4	77,350	35,933	6,186	Low
3 Series	2,017	Africa	Red	Petrol	Manual	3.6	81,256	117,034	1,483	Low
X5	2,023	Africa	Black	Hybrid	Manual	4.8	158,558	61,132	2,605	Low

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