snooppr/shotstars
An advanced tool for checking GitHub repositories, with star statistics, including fake star analysis and data visualization.
This tool helps open-source project owners, investors, or researchers analyze GitHub repositories. It takes a public GitHub repository URL as input and provides detailed statistics and visualizations of its star history, including star gains and losses over time. It can also detect potential 'fake stars' and offers insights into a project's real growth and popularity. Anyone who needs to evaluate the authenticity or trend of a GitHub project's popularity would find this useful.
Available on PyPI.
Use this if you need an in-depth, unbiased analysis of a GitHub repository's star growth, decline, and overall popularity trends, especially to identify potentially inauthentic star activity.
Not ideal if you are looking for a tool to manage your own GitHub repository's settings or code, as this focuses purely on star analytics and external monitoring.
Stars
90
Forks
4
Language
Python
License
GPL-3.0
Category
Last pushed
Apr 03, 2026
Commits (30d)
0
Dependencies
3
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/perception/snooppr/shotstars"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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