Google Scholar Citation Map
Without the Python Script
Looking for the citation-map tool from GitHub? There is a faster, easier way to visualize your global impact without writing a single line of code.
Why the Python Script is Hard
Technical Friction
You need to install Python, pip, and manage dependencies. If you are on Windows or Mac, setting up the environment variables (`PATH`) often leads to errors.
Google Blocking & Captchas
Scripts that scrape Google Scholar often get blocked (error 429). You might need to rotate proxies or solve CAPTCHAs manually just to get your data.
Manual Updates
Every time you get a new citation, you have to run the script again, regenerate the HTML file, and re-upload it to your website.
The Modern Alternative
Python Script
- Requires Python & Pip installed
- Risk of IP Ban from Google
- Static HTML output
- Complex command line usage
Citation Map
- No Code / No Installation
- Safe (licensed Google Scholar via SerpAPI — no scraping)
- Interactive, Live Maps
- Instant Export for O-1/EB-1
Common Questions
Is this data as accurate as Google Scholar?
It is Google Scholar. We access the same Scholar profile through SerpAPI's licensed Google Scholar layer, so citation counts and citing-institution lists match exactly what you see when you log into your own Scholar profile — including preprints, books, theses, and grey literature.
Can I use this for my Visa Petition?
Absolutely. Attorneys consistently use Citation Map for O-1A and EB-1A petitions to prove "International Acclaim". The visual nature of the map often makes a stronger impression than a simple list of countries.
Stop Troubleshooting scripts. Start Mapping.
Join thousands of researchers who switched to the zero-config way.
Try Citation Map Free