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Development:

Back to Read Me

APIs:

  • Alpha Vantage API: This API was used in the df class in STO/stock_df.py to pull live information about stock price. It was also used in the SA function in the news class in STO/news.py to pull the sentiment score for a given stock symbol. This score is based on the analysis of recent news articles and social media posts about the stock.

  • Trading Economics: This API was used in the EconomicCalendar in STO/calendar.py to pull the information regarding upcoming Macro Economic events that may impact trading.

Web scraping (Beautiful Soup):

  • Company Profile: The CompanyProfile class in STO/companyprofile.py uses web scraping to gather detailed information about a given company from the Yahoo Finance company profile page, relating to the given ticker. This includes the company's name, industry, description, and more.

  • News: The news class in STO/news.py uses web scraping to gather recent news articles about a given stock symbol from the Yahoo Finance News Page (relating to the given ticker). This information is then used to analyze the public sentiment towards the stock.

Libraries:

Requests, Pandas, Numpy, Pytorch, yFinance, Matplotlib, Flask, Sklearn, Beautiful Soup, PRAW, Tweepy, and TextBlob.