Mobile location data is geo or spatial data from smartphones. When a user installs an app, they are often asked to share their location data with the company which provides the app and other companies who are partners with the app publisher.
Users can opt in to location sharing (or choose not to opt in). When they opt in, then their phone collects data and shares it with the publisher companies.