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Have you tried Geonames? They keep a global database of POIs. I took a quick glance at it and was able to download the most recent dump as a .txt and then opened in QGIS as a tab delineated file. Be patient as it is a large file (1.06 gigs) and will take some time to render. As far as I can tell I cannot find a popularity index associated with the data ...

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