System and methods for monitoring well site drilling operations using event detection and visualization are provided. Well site data related to a drilling operation is obtained from one or more data sources. Values of one or more wellsite parameters are monitored over a current time period during the drilling operation, based on the obtained well site data. Upon detecting at least one event of interest occurring during the current time period, based on the monitored values, an interactive timeline visualization of the detected event of interest is provided for display to a user relative to a duration of the drilling operation.