stocks_web_app

Plotly-dash web application: Create a custom weighted index to evaluate group of semiconductor stocks

Currently tracks the following stocks:

• Applied Materials (AMAT)
• Lam Research (LRCX)
• ASM international (ASM)
• Tokyo Electron (8035.T)

Web app link

https://stock-analysis-web-app.herokuapp.com/ [Currently disabled]

Note: The app is hosted on a small (free!) dyno hosted by Heroku. If the app doesn't work, try again later or refresh the page a few times until the dyno has woken up again ;).

Running locally

# install requirements
pip install -r requirements.txt

# install local package
pip install -e .

# run app
python src/app.py

Future Work

• make into web app (on Heroku)
• red and green text for positive or negative growth
• tidy up formatting
• individual stocks statistics
• caching of data upload when refreshing the page
• ability for users to upload their own csv of stocks for their own index
• multiple pages for the different indexes
• can choose different time periods for the swarm plot (e.g. weekly, monthly, yearly changes etc.) with dynamic x axis
• consolodate graph formatting/layout into master file
• summary statistics with stock weightings and daily, weekly, monthly, yearly performance in a table
• add unit tests