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Data Profiler
v0.4.3
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Data Profiler
v0.4.3

Getting Started:

  • Intro
  • Install
  • Data Readers
  • Profiler
  • Labeler (Sensitive Data)

User Guide:

  • Examples
    • Adding Models to a Labeler Pipeline
    • Sensitive Data Detection w/ the Labeler
  • API
    • Profilers
      • Helpers
        • Report Helpers
      • Base Column Profilers
      • Categorical Column Profile
      • Column Profile Compilers
      • Data Labeler Column Profile
      • Datetime Column Profile
      • Float Column Profile
      • Histogram Utils
      • Int Column Profile
      • Numerical Column Stats
      • Order Column Profile
      • Profile Builder
      • Profiler Options
      • Text Column Profile
      • Unstructured Data Labeler Column Profile
      • Utils
    • Labelers
      • Base Data Labeler
      • Base Model
      • Character Level Cnn Model
      • Classification Report Utils
      • Data Labelers
      • Data Processing
      • Labeler Utils
      • Regex Model
    • Data Readers
      • Avro Data
      • Base Data
      • CSV Data
      • Data
      • Data Utils
      • JSON Data
      • Parquet Data
      • Structured Mixins
      • Text Data
    • Validators
      • Base Validators

Community:

  • Changelog
  • Feedback
  • GitHub

APIΒΆ

The API is split into 4 main components: Profilers, Labelers, Data Readers, and Validators.

Contents:

  • Profilers
  • Labelers
  • Data Readers
  • Validators
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Profilers
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Sensitive data detection using the Data Labeler component of the Data Profiler
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