Google COVID-19 Vaccination Search Insights: Anonymization Process Description

Gregory A. Wellenius
Evgeniy Gabrilovich
Chaitanya Kamath
Damien Desfontaines
Arti Patankar
Krishna Kumar Gadepalli
Akim Kumok
Adam Boulanger
Mark Young
Tague Griffith
Karen Lee Smith
Charlotte Stanton
Yael Mayer
Chris Scott
Shailesh Bavadekar
John S. Davis
Benjamin Miller
Arxiv.org (2021)

Abstract

This report describes the aggregation and anonymization process applied to the COVID-19 Vaccination Search Insights~\cite{vaccination}, a publicly available dataset showing aggregated and anonymized trends in Google searches related to COVID-19 vaccination. The applied anonymization techniques protect every user’s daily search activity related to COVID-19 vaccinations with $(\varepsilon, \delta)$-differential privacy for $\varepsilon = 2.19$ and $\delta = 10^{-5}$.