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Data Profiler
v0.13.3
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Data Profiler
v0.13.3

Getting Started:

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

User Guide:

  • Examples
    • Overview of Data Profiler
    • Data Reader
    • Structured Profiler
    • Unstructured Profiler
    • Graph Profiler
    • Labeler
    • Adding Models to a Labeler Pipeline
    • Creating a Regex Labeler
    • Creating a ColumnName Labeler
    • Merge Profile List
    • Dataloader with Popmon Reports
  • API
    • dataprofiler.data_readers package
      • dataprofiler.data_readers.avro_data module
      • dataprofiler.data_readers.base_data module
      • dataprofiler.data_readers.csv_data module
      • dataprofiler.data_readers.data module
      • dataprofiler.data_readers.data_utils module
      • dataprofiler.data_readers.filepath_or_buffer module
      • dataprofiler.data_readers.graph_data module
      • dataprofiler.data_readers.json_data module
      • dataprofiler.data_readers.parquet_data module
      • dataprofiler.data_readers.structured_mixins module
      • dataprofiler.data_readers.text_data module
    • dataprofiler.profilers package
      • dataprofiler.profilers.helpers package
        • dataprofiler.profilers.helpers.report_helpers module
      • dataprofiler.profilers.base_column_profilers module
      • dataprofiler.profilers.categorical_column_profile module
      • dataprofiler.profilers.column_profile_compilers module
      • dataprofiler.profilers.data_labeler_column_profile module
      • dataprofiler.profilers.datetime_column_profile module
      • dataprofiler.profilers.float_column_profile module
      • dataprofiler.profilers.graph_profiler module
      • dataprofiler.profilers.histogram_utils module
      • dataprofiler.profilers.int_column_profile module
      • dataprofiler.profilers.json_decoder module
      • dataprofiler.profilers.json_encoder module
      • dataprofiler.profilers.numerical_column_stats module
      • dataprofiler.profilers.order_column_profile module
      • dataprofiler.profilers.profile_builder module
      • dataprofiler.profilers.profiler_options module
      • dataprofiler.profilers.profiler_utils module
      • dataprofiler.profilers.text_column_profile module
      • dataprofiler.profilers.unstructured_labeler_profile module
      • dataprofiler.profilers.unstructured_text_profile module
    • dataprofiler.labelers package
      • dataprofiler.labelers.base_data_labeler module
      • dataprofiler.labelers.base_model module
      • dataprofiler.labelers.char_load_tf_model module
      • dataprofiler.labelers.character_level_cnn_model module
      • dataprofiler.labelers.classification_report_utils module
      • dataprofiler.labelers.column_name_model module
      • dataprofiler.labelers.data_labelers module
      • dataprofiler.labelers.data_processing module
      • dataprofiler.labelers.labeler_utils module
      • dataprofiler.labelers.regex_model module
      • dataprofiler.labelers.utils module
    • dataprofiler.validators package
      • dataprofiler.validators.base_validators module

Community:

  • Roadmap
  • Changelog
  • Feedback
  • GitHub
  • Contributing
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APIΒΆ

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

Contents:

  • dataprofiler.data_readers package
  • dataprofiler.profilers package
  • dataprofiler.labelers package
  • dataprofiler.validators package
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dataprofiler.data_readers package
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