This project includes a financial database web application that analyzes the performance of a hypothetical fintech (Financial Technology) ETF (Exchange Traded Fund).
- Python interpreter v3.9.12
- Python Pandas library: Data analysis and manipulation tools
- Python NumPy library: Support for working with numerical data
- Python hvPlot library: A high-level plotting API for Python
- Python dotenv library: Support for using secure environment variables
- SQL database: Storage of the underlying financial data
- Python Voilà library: Support for rendering Python applications in a web interface
This application requires the SQLite database (already installed with Python/Conda), the SQLAlchemy ORM (Object Relational Mapper) and the Voila library. Follow these instructions to install the required support:
With your Conda dev environment active, run the following command to install SQLAlchemy:
pip install SQLAlchemy
Run the following command to install the Voila library:
conda install -c conda-forge voila
To use this application, simply clone the repository and open the etf_analyzer.ipynb script in the Jupyter Lab application.
etf_analyzer.ipynb
To run as a web application, from your terminal, enter:
voila etf_analyzer.ipynb
The source code for the application is licensed under the MIT license, which you can find in the LICENSE file in this repo.