Despite the Internet's status as critical infrastructure, there is little scientific instrumentation dedicated to monitoring global Internet behavior. In particular, we have no rigorous framework for measuring, analyzing, or quantifying the impact of network outages, filtering, or other abnormal connectivity dynamics on a global scale.