openclean
latest

Contents:

  • Installation
    • Users
    • Contributors
  • Getting Started
    • Loading Data
    • Profiling the Dataset
    • Selecting Columns
    • Downloading and Preparing Master data
    • Identifying Fixes
    • Making Repairs
    • More Examples
  • Data Model
    • Datasets and Streams
    • Eval Functions
      • Col
      • Cols
      • Const
      • And
      • Or
  • Data Profiling
    • Using the openclean profiler
    • Visualizing profiled results
  • Data Transformation
    • Selecting
    • Inserting
    • Updating
    • Filtering
    • Moving
    • Sorting
  • Data Wrangling and Cleaning
    • Functional Dependency Violations
    • Missing Values
    • Misspellings and Data Entry Bugs
    • Data Standardization
    • Statistical Outliers
    • Custom functions
  • Data Enrichment
    • Master data using Socrata
    • Master data using Reference Data Repository
  • Data Provenance
    • Initialize
    • Create
    • Commit
    • Checkout
    • Rollback
    • Register
    • Other Examples
  • Step by Step Guides
    • Downloading master data from Reference Data Repository
      • restcountries.eu
      • Encyclopaedia Britannica
      • Cleanup
    • Downloading DOB Job Application Filings from Socrata
    • Misspellings in Country Names
      • Download Country Names Masterdata
      • Identify Country Name Outliers in ITU ICT Development Index (IDI)
      • Repair Country Name Outliers in ITU ICT Development Index (IDI)
    • Statistical Outliers in City names
    • Misspellings of Brooklyn
    • Profiling - DOHMH New York City Restaurant Inspection Results
      • Data Profiling
    • Wrangling - DOHMH New York City Restaurant Inspection Results
      • Data Cleaning
      • Extract Relevant Records
    • Features
      • Data Profiling
      • Data Cleaning & Wrangling
      • Data Enrichment
      • Data Provenance
    • Setting up
    • Loading data
    • Profiling
    • Transformations
      • Date Conversion
      • Standardizing Spellings
    • kNN Clustering - DOHMH New York City Restaurant Inspection Results
      • Extract Relevant Records
    • Functional Dependency Violations
    • Token Signature Outliers for Street Names
    • Standardization of Street Names
    • User-defined Functions
    • Engine - Datastore
      • Notebook Spreadsheet UI
      • Rollback Changes in Persistent Archive
  • Extensions
    • openclean-notebook
    • openclean-pattern
  • Configuration
    • Data Storage
    • Multi-Threading
    • Configuration for Workers for External Processes
  • Contributing
    • Code
    • Test Coverage
    • Bug report or feature request
    • Documentation
  • Frequently Asked Questions
    • Where to report bugs?

API Reference:

  • openclean
    • openclean package
      • Subpackages
      • Submodules
openclean
  • »
  • openclean »
  • openclean package »
  • openclean.function package »
  • openclean.function.value package
  • Edit on GitHub

openclean.function.value package

Subpackages

  • openclean.function.value.key package
    • Submodules
      • openclean.function.value.key.fingerprint module
  • openclean.function.value.normalize package
    • Submodules
      • openclean.function.value.normalize.numeric module
      • openclean.function.value.normalize.text module

Submodules

  • openclean.function.value.aggregate module
  • openclean.function.value.base module
  • openclean.function.value.classifier module
  • openclean.function.value.cond module
  • openclean.function.value.datatype module
  • openclean.function.value.domain module
  • openclean.function.value.filter module
  • openclean.function.value.mapping module
  • openclean.function.value.null module
  • openclean.function.value.phonetic module
  • openclean.function.value.picker module
  • openclean.function.value.random module
  • openclean.function.value.regex module
  • openclean.function.value.text module
  • openclean.function.value.threshold module
  • openclean.function.value.vote module
Previous Next

© Copyright 2021, New York University. Revision 177a2804.

Built with Sphinx using a theme provided by Read the Docs.