Embodiments described herein provide various techniques for dynamically calibrating digital video recordings of television broadcasts based on analyzes of changes to time data and channel data associated with live television broadcasts. In various embodiments, television receivers may transmit sets of recording schedule data to television broadcast monitor devices, which may receive time data corresponding to live broadcast television programs from various data sources, such as satellite or cable television service providers, social media servers, user devices, and other data sources. Television broadcast monitor devices and/or television receivers may receive and analyze the live television broadcast time data and channel data, and may determine updated recording schedule data which may be used to dynamically reprogram the digital video recorders associated with one or more television receivers.