README.md

RANKING of top 1000 Scholars at Tunisian Universities based on h-index

The h-index is an author-level metric that measures both the productivity and citation impact of the publications, initially used for an individual scientist or scholar. The h-index correlates with obvious success indicators such as winning the Nobel Prize, being accepted for research fellowships and holding positions at top universities.

metrics

What is a Good h-Index? Hirsch reckons that after 20 years of research, an h-index of 20 is good, 40 is outstanding, and 60 is truly exceptional.

Scope

This project is build by scraping the google scholars for Tunisian university. It contains 2130 scholars from different univerities, with different research fields and interests.

Objective

This project's intent is to refect the real impact and contribution of Tunisian universities on research in general and on the qualities of higher education in Tunisia.

Significatant statistics

Average h-index : 8.2

Running the Streamlit App

To run the Streamlit app, follow these steps:

1. Install the required libraries:

   pip install -r requirements.txt

2. Run the Streamlit app:

   streamlit run streamlit_app.py

Deployment

The project is deployed and accessible at https://tunisci.streamlit.app/

Things to be done in this project (contributions are welcomed)

Average h-index by research field ( most successful fields )

standard deviation from all authors ( we have many with zero publications )

number of scholars working on each field

Here is the link to the top 100 scholars ranking file.