TrendMachine: A TemporalWebpage Resilience Portal

We developed TrendMachine, a Sigmoid function-based mathematical model, for temporal assessment of various aspects of a webpage using web archival observations. We implemented an open-source interactive tool powered by the TrendMachine model to analyze URIs against any web archival Capture Index (CDX) data source. Our tool gave interesting insights on various websites and helped us recognize points of interest along their archival timelines.