> ## Documentation Index
> Fetch the complete documentation index at: https://docs.coreweave.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Filter and Clean

> Manipulators for removing unwanted data from datasets.

Remove unwanted data

* [Custom Filter](/monolith-ai/1814203812/Custom+Filter)
* [Filter Category](/monolith-ai/1814202607/Filter+Category)
* [Find and Replace](/monolith-ai/1814203781/Find+and+Replace)
* [Random Subset](/monolith-ai/1814202020/Random+Subset)
* [Remove Duplicates](/monolith-ai/1814201926/Remove+Duplicates)
* [Remove Missing](/monolith-ai/1814202894/Remove+Missing)