An in-depth look at China's Twitter propaganda machine, which uses over 10K fake Twitter accounts to promote the Chinese government's image abroad
Kalen Keegan, a college student at the University of Nebraska Omaha, immediately noticed when her Twitter account unleashed a torrent of posts in Chinese.
Context & Ripple Effects
The ProPublica investigation documents a network of more than 10,000 fake accounts promoting Beijing's image abroad — and its most striking detail is that some of those accounts were not created but hijacked, as when University of Nebraska Omaha student Kalen Keegan's feed suddenly posted a torrent of Chinese-language content. That builds on earlier mapping work, including a visual analysis of six state-backed disinformation operations on Twitter and a study finding pro-government propagandists generate hundreds of millions of domestic posts a year.
What makes this arc notable is the escalation path it sets up: within months of this report, Twitter announced it had shut down over 170,000 accounts tied to the Chinese government pushing deceptive narratives around COVID-19 and Hong Kong, and later investigations traced covert bot amplification of diplomats' posts and the use of private contractors to mass-produce content.
First-order effects
- Real users whose accounts are co-opted — like Keegan — become unwitting distribution nodes, while Twitter faces direct enforcement pressure to detect and remove accounts that look legitimate because they once belonged to real people.
Second-order effects
- Twitter's response scales from case-by-case removals to mass purges, as with the 170,000-account takedown, forcing the operation toward harder-to-detect tactics such as covert bot networks that retweet diplomats and state media tens of thousands of times.
Third-order effects
- If hijacked-account tactics keep working, platforms are pushed toward authenticity infrastructure — stronger proof-of-personhood signals — while the operation itself industrializes, with private contractors generating content at scale across Facebook as well as Twitter.
The trend: State influence operations are industrializing across Western social platforms, moving from purpose-built fake accounts to hijacked real ones and contractor-run content farms, with platform takedowns setting the tempo of adaptation.