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THANK YOU for helping to create the Data Wrangling Handbook!!!
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Signup below to help author the Data Wrangling Handbook. Choose a section, or suggest your own section at the bottom.
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The Data Wrangling Handbook is part of the School of Data; read more here: http://schoolofdata.org/
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The current handbook is a work in progress here: http://handbook.schoolofdata.org/en/latest/index.html
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Read more about contributing to the Data Wrangling Handbook here: http://schoolofdata.org/2012/07/16/data-wrangling-handbook-sprints-july-18th-in-portland-july-19th-everywhere/
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Questions? Tweet @SchoolOfData or Email schoolofdata@okfn.org
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SectionAuthorContact Info (email, twitter, etc??)
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Introduction to Datan/an/a
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What is Data?
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Data Examples - Web
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Data Examples - Text
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Data Examples - Structured Documents
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Data Examples - Databases
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Data Examples - Scientific
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Data Examples - GeographicDanadana.bauer@gmail.com, @geography76
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Data Formats - CSVwritten - look this up
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Data Formats - JSONSteven Richserich@usatoday.com, @thestevenrich
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Data Formats - XML
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Data Formats - RDF Alvaro Graves@alvarograves
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Data Formats - Databases
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Data Quality
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Data Ethics
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Data Citizenship
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Introduction to Toolsn/an/a
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Spreadsheet - Google Docs, Excel, OpenOffice
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Databases - relationaloutline by Charlie Loyd@vruba
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Databases - noSQLoutline by Charlie Loyd@vruba
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Wrangling & Analysis - Fusion Tables
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Wrangling & Analysis - Google Refine
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Wrangling & Analysis - PythonOutline by Michael Bauermihi@tentacleriot.eu
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Wrangling & Analysis - ROutline by Michael Bauermihi@tentacleriot.eu
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Visualization & Communicationalready started + Jen Lowejen.lowe@okfn.org, @datatelling
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Visualization - JavaScript Librariesbrylie@gnumedia.org
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Finding Datan/an/a
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Data Sources - Online Jen Lowejen.lowe@okfn.org, @datatelling
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Data Sources - APIs
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Data Sources - Scraping
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CrowdsourcingTom Longleytom@tacticaltech.org, @tlongers
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Offline
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Wranglingn/an/a
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Extraction - simple selection & downloading
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Extraction - detailed scraping & parsing
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Cleaning
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Cleaning - grepAlvaro Graves@alvarograves
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Transforming
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Merging
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Storing & Publishing
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Analysisn/an/a
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Investigating the Shape of Data - The Basics
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Simple Statistics
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Advanced Statistics
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Communicating Datan/an/a
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"Story"
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VisualizationJen Lowejen.lowe@okfn.org, @datatelling
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Watch Out!!! Common Misinterpretations
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Recipesn/an/a
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Liberating HTML Data TablesTony Hirst@psychemedia
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Liberating Data from Microsoft Access DatabasesRufus Pollock@rufuspollock
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add more.....
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Tipsn/an/a
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add more.....
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OR: Suggest your own sectionn/an/a
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Metadata
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Expanded metadata for digital objectsAmara Frontczakafrontcz@emich.edu, @ajaxatax
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XML/RDF for linked web""could belong under data citizenship section
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Wrangling & Analysis - GIS and other tools for spatial data analysisDana Bauerdana.bauer@gmail.com, @geography76
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Getting Data out of Binary Formats, such as PDFSerena Fritschserena.fritsch@gmail.com
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