Simplified analysis of Top-N contributors to time-series data in CloudWatch Logs

This (superficially) reminds me of Honeycomb's BubbleUp: https://docs.honeycomb.io/working-with-your-data/bubbleup.

Does anyone know of other products/APIs/OSS which offer this functionality?