Watch as we look at areas that are adhering to shelter in place policies and to what degree there is a correlation between adherence and the spread of the disease. With this movement data, we can determine home location then visualize if devices are at home, for how long, track changes over time and correlate to the spread of the disease. X-Mode’s dataset used in this research is aggregated and generalized. X-Mode does not collect or share any personally identifiable information such as name, email, or phone number. All devices have given consent to location collection.