The end product we will get building this project is an insight analysis on student traffic at Skyline College’s STEM Center. We will be building an end-to-end pipeline, starting from data cleaning to visualization.
Make sure you have all the necessary python packages installed on your machine.
Do this by running 'pip install -r requirements.txt'. this will install the packages in the requirements.txt file.
If there are any further error, some troubleshooting to install further packages is needed (requirements.txt may not be updated - TODO).
To run the app to display the heatmap with a simple UI,
- 'cd' into streamlit/ folder
- Run 'streamlit run app.py' in terminal (if error ver 3.0 or newer jinja2; 'pip install Jinja2==3.0.3')
- Paste given link into web browser
A huge amount of data flows through Skyline College’s sign-in page on Accademia. Huge amounts of data translates into potential to cater resources to students utilizing Skyline College STEM Center most frequently.
In order to accomplish our goal we need a few things:
- Data from Skyline College's STEM Center
- Pandas - Python for data manipulation
- A way to provide those analytics to a end-user