Linked Crowdsourced Data is - as the name implies - a crowdsourced dataset for real user location preferences. People using the CDCApp contribute to this dataset by checking into different locations.
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This information is accompanied by contextual information, such as the weather condition during the check-in, the WiFi access points that were measured in this area or whether the check-in occured during a regional holiday.