Phishstats API Network

This Python tool visualizes phishing networks by querying the PhishStats API and mapping URLs, domains, hosts, IP addresses, and related data.

github.com/eschultze/phishstats-api-network
Phishstats API Network homepage screenshot

About Phishstats API Network

Phishstats API Network is a Python tool that queries the phishstats.info API to visualize related phishing incidents. It generates an interactive graph using the pyvis library, with nodes for URLs, website titles, hostnames, domains, IP addresses, countries, ASNs, and ISPs. It processes up to the last 100 incidents per query and saves the result as an HTML file for viewing in a browser. Queries use field-operator-search syntax, and the graph may not be viewable directly when run on a headless server.

Key features

  • Queries phishstats.info API with field, operator, and search term
  • Builds interactive graph with pyvis library
  • Shows URLs, titles, hostnames, domains, IPs, countries, ASNs, ISPs as nodes
  • Processes up to last 100 phishing incidents per query
  • Supports exact and partial matching with eq and like operators
  • Saves network visualization as HTML file
Best for: Best for threat researchers and incident responders mapping related phishing infrastructure from PhishStats data.
Good for
  • Open source code under MIT license
  • Visualizes multiple indicator types in one interactive graph
  • Supports targeted queries by title, IP, TLD, country, ASN, and ISP
Watch out for
  • Limited to the last 100 phishing incidents per network build
  • HTML output may not be viewable directly on a headless server

Phishstats API Network at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Open source
Yes · Source code
Language
English
Last checked
Oct 6, 2026 · Online when checked
Listed
Oct 5, 2026

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Phishstats API Network FAQ

How do I search for phishing incidents?
Run phishapinetwork.py with a field, operator, and search term, for example phishapinetwork.py title eq facebook or phishapinetwork.py ip eq 148.228.16.3.
What does the tool output?
It generates an HTML file containing an interactive graph network built with the pyvis library.
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