DataPrep
  • Installation
  • User Guide
  • API Reference
  • Contribute
  • Acknowledgement
  • Community
  • EDA
  • Connector
  • Clean

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
    • Authorization schemes supported by Connector
    • Concurrency in Connector
    • Pagination in Connector
  • Clean
    • clean_lat_long(): geographic coordinates
    • clean_email(): email addresses
    • clean_country(): countries
    • clean_phone(): phone numbers
    • clean_url() : urls

©2020 SFU Database Systems Lab. SFU Data Science Research Group.

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