Welcome to our PyAudit: Python Data Audit Library API! The PDF version can be downloaded from HERE.

You can install the PyAudit from [PyPI](https://pypi.org/project/PyAudit):

pip install PyAudit

Contents

• 1. Preface
  • 1.1. About
    • 1.1.1. About this API
    • 1.1.2. About the author
  • 1.2. Acknowledgement
  • 1.3. Feedback and suggestions
• 2. How to Install
  • 2.1. Install with pip
  • 2.2. Install from Repo
    • 2.2.1. Clone the Repository
    • 2.2.2. Install
    • 2.2.3. Uninstall
    • 2.2.4. Test
• 3. Python Data Audit Functions
  • 3.1. Basic Functions
    • 3.1.1. dtypes_class
    • 3.1.2. missing_rate
    • 3.1.3. zero_rate
    • 3.1.4. feature_variance
    • 3.1.5. freq_items_df
    • 3.1.6. feature_len
    • 3.1.7. correlation matrix
  • 3.2. Summary Functions
    • 3.2.1. numeric_summary
    • 3.2.2. category_summary
  • 3.3. Auditing Function
    • 3.3.1. auditing
• 4. Auditing Demos
  • 4.1. Auditing in one function
  • 4.2. Auditing function by function
• 5. Main Reference