Articles

Articles about Buckaroo can be found here. It was more expedient to use Read The Docs for a common blog task than dealing with medium paywalls or yet another devops struggle.

• Auto Cleaning
  • Better typing
  • Heuristic cleaning
    • Using Autocleaning
  • Changing individual coercions
  • Turning off auto cleaning
    • How Autotyping Works
  • Why three functions?
  • How do I add special replacement functionality?
• The Dastardly DataFrame Dataset
  • Why this matters
  • The Dastardly DataFrames
    • Infinity and NaN
    • Really Big Numbers
    • Column Named “index”
    • Named Index
    • MultiIndex Columns
    • MultiIndex on Rows
    • Three-Level MultiIndex
    • MultiIndex on Both Axes
    • Weird Types (Pandas)
    • Weird Types (Polars)
  • Full dtype coverage
  • How this demo was built
  • Try it yourself
• Data Flow through Buckaroo
  • Customization points of Buckaroo
  • Full Flow
    • Glossary
  • Quick Start to extending Buckaroo
• use
• Don’t use df.head(), try buckaroo instead
• Histograms
  • Interpreting Buckaroo histograms by example
    • Common patterns
    • Categorical patterns
    • Numeric patterns
  • Other research
• Pluggable analysis framework
  • Analysis In Action
  • Features of the Pluggable Analysis Framework
  • Order of Operations
• Related projects
  • Other jupyter widgets
  • Other exploratory data analysis tools
  • Other data tables
  • Other js data tables
  • Why list potential competitors
• Roadmap
  • Priorities
  • Release Plans
    • 0.4 Series
    • 0.5 series
    • 0.6 series
    • 0.7 series

• Index

• Module Index

• Search Page

• Buckaroo on github