Resources
Highlights
Overview
UniPi++ is a browser extension (Chromium-based & Firefox) that enhances the University of Pisa student portal by adding detailed statistics and insights about both completed and future exams
Features
i. Comprehensive dashboard
A visually pleasing dashboard that shows your weighted average, arithmetic average, predicted final grade, grade distribution chart (histogram) and grade progression chart (scatterplot)
In particular:
Metrics can be calculated per academic year or across all exams
Individual exams can be excluded with simple checkboxes
- All parameters (e.g., honors grade value, credit exclusions) and even visual settings (e.g., color map) can be fully customized via the extension’s popup menu
ii. Metrics comparison
A dropdown menu wich allows you to compare your metrics with the average results of any degree program offered by the University of Pisa
The reference data comes from publicly available statistics on www.almalaurea.it
iii. Exam forecast
Simulate how your average would change depending on the grades of your upcoming exams
How is the final grade predicted ? A quadratic regression model is applied, trained on the relationship between average exam grade and average final grade across all degree programs offered by the University of Pisa in the years 2022, 2023, and 2024
Privacy
- The extension is only active on https://www.studenti.unipi.it/auth/studente/Libretto. It can not physically read data from any other websites
- The extension only reads the exam table (exam names, grades and credits) and nothing else
- All data is processed locally on the user’s computer. Nothing is ever transmitted to or stored on any external server