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What Is This?

It's a constantly growing, global map of 3,371,534 PokéStops and Gyms for Pokémon GO.

The data is from Outgress (an Ingress analytics system).

Outgress Statistics

Outgress started as a fun little project that combined 3 things I enjoyed (Ingress, analytics and super scalable applications... not necessarily in that order). Outgress' growth has been phenomenal and it's been fun to watch it spread around the world purely from word of mouth
Discovery dates are a little different than portal attack dates due to the ability for users to import historical data. When historical email damage reports are imported, the attacks are logged for the date/time the attack happened. Discoveries are actual dates that Outgress first saw any email damage report for a portal or agent (you see discovery spikes as people import a bunch of historical data in a new area). Which is why discoveries don't go earlier than September, 2015 (when the site started being worked on), but attacks that were later imported can go all the way back to the summer of 2013.