python-for-finances/factor-investing/acoes_15_top_multifator.csv

1	Papel	Cotação	P/L	P/VP	PSR	Div.Yield	P/Ativo	P/Cap.Giro	P/EBIT	P/Ativ Circ.Liq	EV/EBIT	EV/EBITDA	Mrg Ebit	Mrg. Líq.	Liq. Corr.	ROIC	ROE	Liq.2meses	Patrim. Líq	Dív.Brut/ Patrim.	Cresc. Rec.5a	Ticker	Momentum_6m	Momentum_12m	Volatilidade	PL_Rank	PVP_Rank	ROIC_Rank	Mom6m_Rank	DY_Rank	Vol_Rank	Ranking_Combinado
2	BEEF3	6.97	-2.72	-8.84	0.124	0.0	0.1	0.54	1.79	-0.24	8.39	6.54	6.95	-4.59	1.48	10.99	325.66	56985800.0	-478639000.0	-62.85	11.88	BEEF3	25.58557748930037	14.449911585467067	43.78411770069319	34.0	1.0	83.0	17.0	170.0	143.0	333.0
3	VLID3	25.11	5.39	1.14	0.946	13.35	0.698	2.03	5.25	4.77	5.21	4.1	18.04	17.48	2.88	18.2	21.22	11416000.0	1794710000.0	0.33	2.55	VLID3	25.506470963011484	55.7007304700126	45.730555970334756	79.0	121.0	26.0	18.0	16.0	150.0	340.0
4	ISAE4	22.17	4.18	0.74	1.834	10.65	0.337	3.12	3.23	-0.96	5.41	5.37	56.81	44.6	2.43	11.39	17.75	54693800.0	19714600000.0	0.67	17.96	ISAE4	-2.7600305921788526	-4.301075888524397	20.447442676112455	65.0	61.0	75.0	96.0	27.0	16.0	356.0
5	AURA33	36.19	-52.77	5.69	2.44	2.19	1.175	9.2	6.59	-2.71	7.49	7.49	37.0	-4.62	1.55	27.04	-10.79	9660800.0	1380600000.0	1.99	13.82	AURA33	75.40437152407995	198.59890193116115	40.83238972906173	5.0	213.0	10.0	3.0	145.0	133.0	375.0
6	LAVV3	9.54	5.44	1.25	1.203	10.56	0.539	0.89	5.58	2.03	5.21	5.2	21.58	25.33	4.93	12.79	23.05	5168270.0	1485860000.0	0.44	39.31	LAVV3	27.316067065280226	24.017573737681055	28.157001832508406	82.0	141.0	61.0	15.0	28.0	73.0	380.0
7	SAPR3	5.44	5.32	0.76	1.2	5.28	0.401	5.69	3.55	-1.29	5.64	4.54	33.77	22.57	1.78	12.59	14.27	1142040.0	10828700000.0	0.61	9.43	SAPR3	4.67224080298243	15.071729530513455	26.861520040195153	78.0	66.0	64.0	64.0	98.0	61.0	383.5
8	SAPR11	27.59	5.4	0.77	1.218	5.62	0.407	5.77	3.61	-1.31	5.69	4.58	33.77	22.57	1.78	12.59	14.27	23340300.0	10828700000.0	0.61	9.43	SAPR11	2.0033408052965385	11.590112347623528	24.510669920059783	80.0	70.0	64.0	77.0	95.0	41.0	391.0
9	TGMA3	34.14	8.35	2.45	1.078	7.56	1.695	5.01	6.58	7.39	6.39	5.94	16.39	12.95	2.71	33.4	29.28	8448390.0	921409000.0	0.19	20.96	TGMA3	34.539836826628736	55.30058309758827	25.31840545523019	133.0	190.0	5.0	10.0	61.0	50.0	396.0
10	SAPR4	5.53	5.41	0.77	1.22	5.71	0.407	5.78	3.61	-1.31	5.7	4.59	33.77	22.57	1.78	12.59	14.27	8563410.0	10828700000.0	0.61	9.43	SAPR4	0.7994859398320786	10.269272934552042	26.092463471891786	81.0	70.0	64.0	80.0	92.0	57.0	401.5
11	CMIG4	10.11	4.07	1.06	0.727	10.26	0.484	-15.12	4.04	-1.44	5.44	4.56	17.98	17.88	0.86	13.14	26.0	160118000.0	27377800000.0	0.45	10.56	CMIG4	-5.692149821790049	14.852203302350663	24.8458847357977	64.0	106.0	56.0	110.0	32.0	44.0	402.0
12	CSMG3	19.75	5.7	0.93	0.953	12.2	0.484	10.24	3.49	-1.49	5.95	4.33	27.33	16.72	1.44	15.02	16.36	44485400.0	8048230000.0	0.76	10.57	CSMG3	-6.297241345671889	2.506520818904767	29.150735363980377	86.0	94.0	42.0	115.0	21.0	79.0	408.0
13	NEOE3	20.47	6.84	0.76	0.507	3.29	0.227	5.62	2.35	-0.48	6.59	5.18	21.56	7.52	1.22	10.82	11.14	24805100.0	32638000000.0	1.61	9.19	NEOE3	8.952308457919521	8.050289884575722	20.916666447639784	98.0	66.0	85.0	51.0	126.0	17.0	414.0
14	TIMS3	17.27	0.0	0.0	0.0	9.55	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	128858000.0	0.0	0.0	12.11	TIMS3	10.856302407783701	10.710387210766935	26.515419289010257	51.0	10.0	181.0	44.0	36.0	59.0	424.0
15	PFRM3	7.0	7.56	0.67	0.085	8.21	0.154	0.84	2.91	-83.95	4.82	3.07	2.93	1.21	1.34	9.67	8.79	1820570.0	1303100000.0	0.61	16.57	PFRM3	27.308466201570745	25.012733274829667	38.42717769469266	117.0	51.0	101.0	16.0	56.0	128.0	427.5
16	GRND3	5.58	6.85	1.25	1.915	7.34	1.119	1.93	9.84	1.95	7.74	6.84	19.45	27.97	7.1	15.65	18.19	9657520.0	4040950000.0	0.02	7.15	GRND3	5.107039421063342	-2.372341877523887	26.522714030436923	100.0	141.0	41.0	62.0	66.0	60.0	427.5