I have deployed the learning data analysis web app at the following URL.
User ID: demo01
Or you can make your account by selecting user registration from Menu.
This web app is created for school teachers to analyze student performance
to improve their educational guidance, learning support and teaching materials and so on.
There are 12 menus for learning data analysis as follows:
- Overview of learning situation:
- Detailed analysis:
- Correlation analysis:
- Score prediction:
- Pass/Fail Prediction:
- Questionnaire text mining
- Exam questions/questionnaire reliability measurement:
- Difficulty and discrimination analysis for Exam Questions:
- Cluster analysis:
- Factor analysis:
- Time series analysis:
You can see sample csv file format to click “Download the sample csv file” link.
You can try each analytic function by uploading some learning data file using ‘Browse files’ button.
I am afraid that I do not know how to make download link to download sample csv file from streamlit share site.
Also, the dtreeviz and SHAP libraries are not working on the Streamlit site, so I am currently investigating.
Your comments on this app are really welcomed.