Events can be searched by identifying a query that includes a time interval and a search component, determining a time increment associated with the time interval, and partitioning the time interval into partitions based on the time increment. For each partition, a relevance of each event in a collection of events that occur at a time in the partition is determined based on the query. A pre-determined number of the relevant events are displayed.