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Explains how metadata and structured access affect discovery of database-backed and deep-web content.

Deep Web Resources & Discovery 254

Research paper on finding and organizing scholarly databases within the academic invisible web.

Deep Web Resources & Discovery 262
github.com

Research archive containing dark-web authorship verification datasets and baseline models.

Dark Web Archives & Historical Records 161
metrics.torproject.org

Historical lookup showing whether an IP address appeared as a Tor relay on a specified date.

Dark Web Archives & Historical Records 347

Research and explainers on dark-web investigations, criminal forums and threat-intelligence methods.

Dark Web News & Analysis 222

Research article cataloging ransomware leak sites and explaining how their status is tracked.

Dark Web News & Analysis 300
txtorcon.readthedocs.io

Twisted-based Python library for controlling Tor and building onion-service applications.

Tor & Hidden Services 321
stem.torproject.org

Python controller library for applications that monitor or manage Tor processes.

Tor & Hidden Services 238
consensus-health.torproject.org

Tor network-health dashboard showing directory consensus, votes, signatures and relay measurements.

Tor & Hidden Services 185

Research paper evaluating abuse observed through a controlled honeypot hosted as a Tor onion service.

Dark Web Research & Studies 309
arxiv.org

Research paper describing large-scale crawling and analysis methods for onion services.

Dark Web Research & Studies 296
darpa.mil

DARPA research program that developed domain-specific search methods for hard-to-index web content.

Dark Web Research & Studies 331
pypi.org

Python package that queries several search engines to find indexed Tor onion pages.

Dark Web Search & Directories 297
github.com

Open-source utility for gathering public metadata about onion services during authorized research.

Dark Web Search & Directories 280

Cybernews checker for seeing whether an email or phone appears in known data leaks.

Breach & Leak Research 244
haveibeenzuckered.com

Checker for seeing whether a phone number or profile appears in Facebook-related breach data.

Breach & Leak Research 233

New York search tool for finding rent-regulated buildings and related housing records.

Property & Resident Records 288
oklahomadata.com

Oklahoma Voters Search helps search voter-registration records, voter databases, or public election-related data.

Voter & Electoral Records 314
misc.thestar.com

Toronto Star housing complaints database for searching rental building complaints and property issues.

Canadian Business Records 202

Manitoba property assessment search for parcels, values, locations, and municipal assessment data.

Canadian Business Records 260

Canadian rental directory search for apartments, housing providers, and local rental listings.

Canadian Business Records 278

Curated GitHub list of Telegram OSINT tools, channels, methods, and research resources.

Research & Discovery Tools 269
ohshint.gitbook.io

OH SHINT! is an OSINT resource for online investigations, research links, search methods, and public data tools.

Research & Discovery Tools 318