stock-market-patterns
Researching trading patterns with AI, Machine Learning, and Data Science
Initialize PostgreSQL Database
- Install PostgreSQL on local machine:
brew install postgresql
brew services start postgresql@14- Create database with user and grant all privileges on database:
CREATE DATABASE your_dbname;
CREATE USER your_username WITH PASSWORD 'your_password';
GRANT ALL PRIVILEGES ON DATABASE your_dbname TO your_username;
\c your_dbname your_admin_user
-- You are now connected to database "your_dbname" as user "your_admin_user".
GRANT ALL ON SCHEMA public TO your_username;
- run get_data.py to create tables and populate database.
Data gathering
- run get_ticker_data.py to get historical daily candles from Alphavantage API.
- run scrape_events.py to scrape earnings, dividends, and split dates and info from Finviz.
Packages
- using a version of alpha_vantage from https://github. com/masonJamesWheeler/alpha_vantage/tree/intraday_monthly_update