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OpenRefine (previously Google Refine) is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data. OpenRefine always keeps your data private on your own computer until Download · Documentation · Community · Openrefineub
Documentation · openrefineub
Using OpenRefine by Ruben Verborgh, Max De Wilde offers anyone a great introduction to OpenRefine. Organized by recipes with hands on examples, the book covers the following topics:
Documentation For Users · OpenRefine/OpenRefine Wiki · GitHub
Feature AreasRecipes and Worked ExamplesExternal SitesEssential: These are the features you'd use 80% of the time when you use Refine. They help you clean up your data, extend it, and export it out for other tools to consume. 1. Importing 2. Filtering / faceting 3. Editing: 1. Editing cells, editing cells by Clustering 2. Editing columns, creating columns by Extending data 3. Editing rows 4. Understanding expressions 5. Understanding regular expressions 4. Exporting 5. History (undo/redo)RSee more on github
Tutorial: OpenRefine - University Of Maryland
PDF fileGoogle Refine finds its root in the Freebase Gridworks solution developed by Metaweb Technologies, Inc. in May 2010. Initially it was a tool designed to support the Freebase database and community for data cleaning, reconciliation and upload. This historical link with Freebase is still present in Google Refine, as the solution
Google Refine tutorial - David Huynh
PDF fileGoogle Refine should work comfortably with 100,000 rows by 10 columns. It is not designed for huge data sets, and it is not designed to replace other tools, but to complement them. Use Google Refine in your larger data processing pipeline in conjunction with other tools. 2 of 17
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