Clickhouse is extremely optimized for performing analytics on time series style data. Things like clickstream data (hence the name). Performing queries to do funnel level analysis for example, are extremely fast compared to other analytics databases I have tried. As others have mentioned it is often compared to Apache Druid in its intent and feature set.