openclean
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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
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openclean
openclean package
Subpackages
openclean.cluster package
openclean.data package
openclean.embedding package
openclean.engine package
openclean.function package
openclean.operator package
openclean.profiling package
openclean.util package
Submodules
openclean.config module
openclean.pipeline module
openclean.version module
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