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Turning off the Location History feature on your Android smartphone will not prevent Google from knowing where you go and when.
Information on your location will continue to be collected, as Google discloses in the fine print of the Android terms of use. Turning off the feature only ensures that the data no longer gets added to your monthly Location History. But some location data will, for instance, still be saved if you use Google Maps.