StockMarketPy

Repository to learn the basics of algo trading and IA in (Brazilian stock market)

Table of contents

• Setup
• Clone
• Description
• License

Setup

all libraries needed to manipulate the data and acess databases

pip install pandas
pip install pandas_datareader
pip install pickle
pip install datetime
pip install bs4
pip install matplotlib
pip install mpl_finance

You may find the equivalent tickers of brazilian stocks in this site

https://finance.yahoo.com/quote/JSLG3.SA?p=JSLG3.SA&.tsrc=fin-srch

Clone

• Clone this repo to your local machine using https://github.com/ItamarRocha/Torneio-de-carteiras-LMF

Description

• 1.serchNplot.py

This script is responsible for plotting graphs using only matplotlib.

• 2.tickergraph.py

Plots the time series data of a stock in candlestick format, using mpl_finance library.

• 3.gettingTickers.py

Gets all the tickers of brazilian stock market through this site using beautiful soup and dumps a pickle archive with the stocks tickers.

• 4.GetAllPrices.py

Responsible for gathering the data specified by the tickers in the yahoo finances api. It gets the Min, Max, Open, High, Close and Adj. Close since 01/01/2000 till the day specified in the code and stores the data in a folder named stock_dfs.

• 5.puttingAlltogether.py

Gathers all the stocks closing prices into one dataframe.

• 6.Correlation.py

After executing the last script, it plots the correlation between each stock.

• Work_in_progress

Folder with drafts and attempts that werent really sucessfull yet, and are not documented well.

License

• MIT license