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I'd like to extract a the name of the city of a visitor and preferably also the geolocation (latitude + longitude) of those visitors.

Is this possible via the Google Analytics API and if so, how?

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Please see the google reference documents for more information.

A useful tool to build a query for what you require can be located here

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