stockscanner.py

from yahoo_fin import stock_info as si
import pandas as pd
import csv
from prettytable import PrettyTable
import threading
from playsound import playsound
import pprint
import matplotlib.pyplot as plt
from sklearn import preprocessing
import datetime

stocks = ["AALR3.SA",
"ABCB4.SA",
"ABEV3.SA",
"ADHM3.SA",
"AGRO3.SA",
"ALPA3.SA",
"ALPA4.SA",
"ALSO3.SA",
"ALUP11.SA",
"AMAR3.SA",
"ANIM3.SA",
"APER3.SA",
"ARZZ3.SA",
"AZUL4.SA",
"B3SA3.SA",
"BAHI3.SA",
"BBAS3.SA",
"BBDC3.SA",
"BBDC4.SA",
"BBRK3.SA",
"BBSE3.SA",
"BEEF3.SA",
"BGIP4.SA",
"BIDI11.SA",
"BIDI4.SA",
"BIOM3.SA",
"BKBR3.SA",
"BMGB4.SA",
"BPAC11.SA",
"BPAN4.SA",
"BRAP3.SA",
"BRAP4.SA",
"BRDT3.SA",
"BRFS3.SA",
"BRKM3.SA",
"BRKM5.SA",
"BRML3.SA",
"BRPR3.SA",
"BRSR3.SA",
"BRSR6.SA",
"BSEV3.SA",
"BTOW3.SA",
"CAML3.SA",
"CARD3.SA",
"CCPR3.SA",
"CCRO3.SA",
"CEAB3.SA",
"CEDO4.SA",
"CESP3.SA",
"CESP6.SA",
"CGRA3.SA",
"CGRA4.SA",
"CIEL3.SA",
"CLSC4.SA",
"CMIG3.SA",
"CMIG4.SA",
"CNTO3.SA",
"COCE5.SA",
"COGN3.SA",
"CPFE3.SA",
"CPLE3.SA",
"CPLE6.SA",
"CPRE3.SA",
"CRDE3.SA",
"CRFB3.SA",
"CSAN3.SA",
"CSMG3.SA",
"CSNA3.SA",
"CTNM4.SA",
"CVCB3.SA",
"CYRE3.SA",
"DIRR3.SA",
"DTEX3.SA",
"ECOR3.SA",
"EGIE3.SA",
"ELEK4.SA",
"ELET3.SA",
"ELET6.SA",
"EMBR3.SA",
"ENAT3.SA",
"ENBR3.SA",
"ENEV3.SA",
"ENGI11.SA",
"EQTL3.SA",
"EUCA4.SA",
"EVEN3.SA",
"EZTC3.SA",
"FESA4.SA",
"FLRY3.SA",
"FRAS3.SA",
"GEPA4.SA",
"GFSA3.SA",
"GGBR3.SA",
"GGBR4.SA",
"GNDI3.SA",
"GOAU3.SA",
"GOAU4.SA",
"GOLL4.SA",
"GRND3.SA",
"GSHP3.SA",
"GUAR3.SA",
"HAPV3.SA",
"HBOR3.SA",
"HGTX3.SA",
"HYPE3.SA",
"IDVL3.SA",
"IDVL4.SA",
"IGTA3.SA",
"IRBR3.SA",
"ITSA3.SA",
"ITSA4.SA",
"ITUB3.SA",
"ITUB4.SA",
"JBSS3.SA",
"JFEN3.SA",
"JHSF3.SA",
"JSLG3.SA",
"KEPL3.SA",
"KLBN11.SA",
"LAME3.SA",
"LAME4.SA",
"LCAM3.SA",
"LEVE3.SA",
"LIGT3.SA",
"LINX3.SA",
"LIQO3.SA",
"LLIS3.SA",
"LOGG3.SA",
"LOGN3.SA",
"LPSB3.SA",
"LREN3.SA",
"LWSA3.SA",
"MDIA3.SA",
"MDNE3.SA",
"MEAL3.SA",
"MGLU3.SA",
"MILS3.SA",
"MOVI3.SA",
"MRFG3.SA",
"MRVE3.SA",
"MTRE3.SA",
"MULT3.SA",
"MYPK3.SA",
"NEOE3.SA",
"NTCO3.SA",
"ODPV3.SA",
"OFSA3.SA",
"OMGE3.SA",
"PARD3.SA",
"PCAR3.SA",
"PCAR4.SA",
"PETR3.SA",
"PETR4.SA",
"PFRM3.SA",
"PINE4.SA",
"PMAM3.SA",
"POMO3.SA",
"POMO4.SA",
"POSI3.SA",
"PRIO3.SA",
"PRNR3.SA",
"PSSA3.SA",
"PTBL3.SA",
"PTNT4.SA",
"QUAL3.SA",
"RADL3.SA",
"RAIL3.SA",
"RAPT3.SA",
"RAPT4.SA",
"RDNI3.SA",
"RENT3.SA",
"RLOG3.SA",
"RNEW11.SA",
"RNEW3.SA",
"RNEW4.SA",
"ROMI3.SA",
"RSID3.SA",
"SANB11.SA",
"SAPR11.SA",
"SAPR4.SA",
"SBSP3.SA",
"SCAR3.SA",
"SEER3.SA",
"SGPS3.SA",
"SHOW3.SA",
"SLCE3.SA",
"SMLS3.SA",
"SMTO3.SA",
"SQIA3.SA",
"STBP3.SA",
"SULA11.SA",
"SUZB3.SA",
"TAEE11.SA",
"TASA3.SA",
"TASA4.SA",
"TCSA3.SA",
"TECN3.SA",
"TEND3.SA",
"TESA3.SA",
"TGMA3.SA",
"TIET11.SA",
"TIMP3.SA",
"TOTS3.SA",
"TRIS3.SA",
"TRPL4.SA",
"TUPY3.SA",
"UCAS3.SA",
"UGPA3.SA",
"UNIP6.SA",
"USIM3.SA",
"USIM5.SA",
"VALE3.SA",
"VIVA3.SA",
"VIVT4.SA",
"VLID3.SA",
"VULC3.SA",
"VVAR3.SA",
"WEGE3.SA",
"WIZS3.SA",
"YDUQ3.SA"]

today = datetime.datetime.now()
start = "2020-01-01"
print(today.strftime("%x"))

for stock in stocks:
    try:
        #print(si.get_live_price(stock))
        few_days = si.get_data(stock , start_date = start  , end_date = today.strftime("%x"))
        #print(few_days)
        normalized_df=(few_days['close']-few_days['close'].mean())/few_days['close'].std()
        #print(normalized_df)
        if(normalized_df.loc["2020-07-10"]<-0.5):
            print(stock,normalized_df.loc["2020-07-10"])
            #plt.plot(normalized_df, label=stock)
    except:
        print("Erro:", stock)
#plt.legend()
#plt.show()