Independent Platform Research
Monthly
Reports
The state of bot detection — platform changes, signal findings, and aggregate insights from the Bot Chorus corpus. Published monthly, all data public.
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What's in every issue
State of the Data Commons
API access changes, platform policy, and research infrastructure shifts
Platform Landscape
Policy moves, enforcement actions, and transparency reports across platforms
Worst 3 Platforms
Platforms actively hindering bot detection research this month
Best 3 Platforms
Platforms making meaningful progress against coordinated inauthentic behavior
Top 3 Stories
The most significant bot news and influence operation stories of the month
Featured Detection
An in-depth look at one notable coordinated campaign uncovered this month
Signal Spotlight
One detection signal — how it works, what fires it, and what it reveals
Legislation Watch
New laws, hearings, and regulatory actions targeting platform manipulation
This Month in Numbers
Key stats from the Bot Chorus corpus: analyses run, signals fired, patterns found
Issues
Sep 2026
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Jan 2027
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