This report describes the aggregation and anonymization process applied to
the COVID-19 Vaccination Search Insights (published at
this http URL), 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 $delta = 10^{-5}$.

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Author Of this post: <a href="http://arxiv.org/find/cs/1/au:+Bavadekar_S/0/1/0/all/0/1">Shailesh Bavadekar</a>, <a href="http://arxiv.org/find/cs/1/au:+Boulanger_A/0/1/0/all/0/1">Adam Boulanger</a>, <a href="http://arxiv.org/find/cs/1/au:+Davis_J/0/1/0/all/0/1">John Davis</a>, <a href="http://arxiv.org/find/cs/1/au:+Desfontaines_D/0/1/0/all/0/1">Damien Desfontaines</a>, <a href="http://arxiv.org/find/cs/1/au:+Gabrilovich_E/0/1/0/all/0/1">Evgeniy Gabrilovich</a>, <a href="http://arxiv.org/find/cs/1/au:+Gadepalli_K/0/1/0/all/0/1">Krishna Gadepalli</a>, <a href="http://arxiv.org/find/cs/1/au:+Ghazi_B/0/1/0/all/0/1">Badih Ghazi</a>, <a href="http://arxiv.org/find/cs/1/au:+Griffith_T/0/1/0/all/0/1">Tague Griffith</a>, <a href="http://arxiv.org/find/cs/1/au:+Gupta_J/0/1/0/all/0/1">Jai Gupta</a>, <a href="http://arxiv.org/find/cs/1/au:+Kamath_C/0/1/0/all/0/1">Chaitanya Kamath</a>, <a href="http://arxiv.org/find/cs/1/au:+Kraft_D/0/1/0/all/0/1">Dennis Kraft</a>, <a href="http://arxiv.org/find/cs/1/au:+Kumar_R/0/1/0/all/0/1">Ravi Kumar</a>, <a href="http://arxiv.org/find/cs/1/au:+Kumok_A/0/1/0/all/0/1">Akim Kumok</a>, <a href="http://arxiv.org/find/cs/1/au:+Mayer_Y/0/1/0/all/0/1">Yael Mayer</a>, <a href="http://arxiv.org/find/cs/1/au:+Manurangsi_P/0/1/0/all/0/1">Pasin Manurangsi</a>, <a href="http://arxiv.org/find/cs/1/au:+Patankar_A/0/1/0/all/0/1">Arti Patankar</a>, <a href="http://arxiv.org/find/cs/1/au:+Perera_I/0/1/0/all/0/1">Irippuge Milinda Perera</a>, <a href="http://arxiv.org/find/cs/1/au:+Scott_C/0/1/0/all/0/1">Chris Scott</a>, <a href="http://arxiv.org/find/cs/1/au:+Shekel_T/0/1/0/all/0/1">Tomer Shekel</a>, <a href="http://arxiv.org/find/cs/1/au:+Miller_B/0/1/0/all/0/1">Benjamin Miller</a>, <a href="http://arxiv.org/find/cs/1/au:+Smith_K/0/1/0/all/0/1">Karen Smith</a>, <a href="http://arxiv.org/find/cs/1/au:+Stanton_C/0/1/0/all/0/1">Charlotte Stanton</a>, <a href="http://arxiv.org/find/cs/1/au:+Sun_M/0/1/0/all/0/1">Mimi Sun</a>, <a href="http://arxiv.org/find/cs/1/au:+Young_M/0/1/0/all/0/1">Mark Young</a>, <a href="http://arxiv.org/find/cs/1/au:+Wellenius_G/0/1/0/all/0/1">Gregory Wellenius</a>

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