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I know I can use Google maps timeline to see where I have been at some point in time. Is it also possible to have more sophisticated queries, like when was the last time I visited some place?

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This is not an easy solution but you can export the KML file and if you know the coordinates of the place (obtainable in maps/timeline) you can run a search on the KML file using a text editor that can handle a large file easily (notepad++) or a script (Python might be easy here).

The JSON file might be easier to handle but I don't know much about JSON.

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