A Machine Learning Framework to Predict Policy Changes
A Machine Learning Framework to Predict Policy Changes
The Policy Change Index (PCI) is a series of open-source machine learning projects that predict authoritarian regimes’ major policy moves by “reading” their propaganda publications.
Our Projects
PCI-China
PCI-China
The PCI-China series is a predictor of policy changes in China.
PCI-Personnel
PCI-Personnel
The PCI-Personnel is an algorithm for tracking the prominence of different personnel around a political leader.
PCI-Crackdown
PCI-Crackdown
The PCI-Crackdown predicts how close in time the 2019-20 Hong Kong protests are to a Tiananmen-like crackdown by China.
PCI-Outbreak
PCI-Outbreak
The Policy Change Index for Outbreak (PCI-Outbreak) measures the severity of an epidemic outbreak in China.
PCI-NKO
PCI-NKO
The PCI-NKO series is a predictor of policy changes in North Korea (NKO).
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