User Guide

The User Guide introduces the components of the DataPrep library.

• EDA
  • plot(): analyze distributions
  • plot_correlation(): analyze correlations
  • plot_missing(): analyze missing values
  • create_report(): create a profile report
  • Case study: Titanic
  • Case study: House Prices
• Connector
  • Tutorial - Connector for DBLP
  • Tutorial - Connector for Spotify
  • Tutorial - Connector for Yelp
• Clean
  • clean_lat_long(): geographic coordinates
  • clean_email(): email addresses