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Stock-Analyzer-Python

Features:

  • Real time scrapping of stock data in order to get the most recent available information.
  • Cleaning, structuring and parsing of relevant data to provide an interactive and informative dashboard.
  • Dashboard features include:
    • Price history (chart)
    • Basic information (name, sector, industry, market cap...)
    • Insider and institutional ownership information
    • Share return over the years (absolute growth and cagr)
    • Business summary
    • Earnings & growth analysis (revenue, gross profit. EBITDA, net income, free cash flow...)
    • Profitability analysis (roa, roe, roic, gross profit margin, net income margin...)
    • Financial health analysis (debt to equity, interest coverage, quick ratio, current ratio...)
    • Valuation analysis (p/e, p/s, p/b, p/fcf, peg) + Discounted Cash Flow Model

The app uses roic.ai to obtain the latest data for each stock.

Price History & Basic Information:

image

Share return & Business summary:

image

Earnigns & Growth:

image

Profitability:

image

Financial Health:

image

Valuation Ratios:

image

Discounted Cash Flow Model:

image

Description is for Win Users: Install requirements on Python 3.8 (newer versions might not be compatible with required packages) https://visualstudio.microsoft.com/de/visual-cpp-build-tools/ https://rustup.rs/ (restart under windows required) https://www.google.com/chrome/ + the corresponding chrome driver https://chromedriver.chromium.org/downloads