Buckaroo - The Data Cleaning assistant for pandas

Buckaroo is a tool to quickly clean and explore DataFrames with a visual UI for common cleaning operations AND emitting python code that performs the transformation.

We all know how awkward it is to clean data in jupyter notebooks. Multiple cells of exploratory work, trying different transforms, looking up different transforms, adhoc functions that work in one notebook and have to be either copied/pasta-ed to the next notebook, or rewritten from scratch. Buckaroo aims to massively speed up that process.

Install Buckaroo:

pip install buckaroo

Sitemap:

• Using Buckaroo
  • In a Jupyter Lab notebook cell
  • Using Commands
  • Writing your own commands
  • Designing your own commands
• Feature Reference
  • Full App Diagram
  • Status Bar Features
  • Other Features
• Installing Buckaroo
• Contributing to Buckaroo
  • Developing in the Jupyter Lab environment
  • Setting up a development environment
  • Developing the MCP server
  • Loading typescript changes
• Buckaroo - FAQ
• Articles
  • Auto Cleaning
  • BuckarooCompare — Diff Your DataFrames
  • The Dastardly DataFrame Dataset
  • Data Flow through Buckaroo
  • use
  • Don’t use df.head(), try buckaroo instead
  • Buckaroo Embedding Guide
  • Histograms
  • Pluggable analysis framework
  • Related projects
  • Roadmap
  • So You Want to Write a DataFrame Viewer
  • Static Embedding & the Incredible Shrinking Widget
  • How Types and Data Move from Engine to Browser

Indices and tables

• Index

• Module Index

• Search Page

• Buckaroo on github