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Just as Google Maps is a reflection of the real-world, so are the people that contribute to it. The same neighbor who lends a hand could also be writing witty reviews of local restaurants. Unfortunately, the opposite is also true. Just as there are bad actors in the real-world, there are those who try to game Google Maps with inappropriate content - the vast majority of which is removed before you see it. One of the best tools we have to fight back is an understanding of what normal, authentic Google Maps usage looks like. For example, we know that the average person is likely to use Google Maps while navigating a commute or road trip, and while searching for nearby restaurants or services. They'll leave reviews at places they've been, and usually add ratings or photos in location-specific clusters. Our teams and protections are built to fight two main types of bad actors: content fraudsters and content vandals. Then there are content vandals, who may be motivated by social and political events or simply want to leave their mark online. For example, they post fake reviews or edit the names of places to send a message, and they add off-topic photos as pranks. Impeding content vandals comes down to anticipation and quick reaction. As places become more prone to vandalism, we adjust our defenses. For instance, last year we quickly modified our algorithms to preemptively block racist reviews when we observed anti-Chinese xenophobia associated with COVID-19. To avoid the spread of election-related misinformation, we limited the ability for people to edit the phone numbers, addresses and other information for places like voting sites. And we restricted reviews for certain places where we saw higher rates of policy-violating content, like schools in the U.S. We blocked or removed 55 million policy-violating reviews and nearly 3 million fake Business Profiles. This is 20 million fewer reviews than we removed in 2019 as we saw a drop in the overall number of reviews due to fewer people being out and about during COVID-19. We took down more than 960,000 reviews and more than 300,000 Business Profiles that were reported to us by Google Maps users. This is an increase over 2019 largely due to increased use of automated moderation which complements the manual review of flagged content performed by operators and analysts. Our technologies and teams disabled more than 610,000 user accounts after detecting and investigating suspicious or policy-violating behavior. faux saint laurent bagchevron flap bag chanel
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