Digital epidemiology is the study of population level disease and health using one of the novel sources of digital data or new statistical methods that have developed over the past 20 years. Digital epidemiology includes the study of disease using mobile phone records, internet search data, sales data, and even the content of twitter messages. This book describes how digital epidemiology developed and where it is going.