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Does the Microsoft Application Insights have an API which I could query for information? For example, I would like to get page view count for a specific URL.

The question is very similar to this one: Google Analytics API - Get page view information for specific URLs

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This feature is not supported yet, but is the most voted feature on user voice for Application Insights at the moment:

Make data accessible via APIs for custom processing