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|2:35-2:45 | |2:35-2:45 | ||
|[ | |[https://www.idigbio.org/sites/default/files/workshop-presentations/managing-nhc-data/02_ReviewTools.ppt Review Tools for Data Cleaning, Data Manipulation, and Visualization] (and Lessons) | ||
:Spreadsheets, Kurator, GPS Visualizer, GEOLOcate, CoGE, Google Maps, CartoDB, Google Fusion Tables, Notepad ++, Open Refine, BioVel, Access,(others), iDigBio recordset data cleaning, iPlant TNRS, RegEx | :Spreadsheets, Kurator, GPS Visualizer, GEOLOcate, CoGE, Google Maps, CartoDB, Google Fusion Tables, Notepad ++, Open Refine, BioVel, Access,(others), iDigBio recordset data cleaning, iPlant TNRS, RegEx | ||
:Where do they fit in your workflow? | :Where do they fit in your workflow? | ||
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|2:45-2:50 | |2:45-2:50 | ||
|[ | |[https://www.idigbio.org/sites/default/files/workshop-presentations/managing-nhc-data/03_DataCleaningWorkflows145PM-Wednesday.ppt Data Cleaning] | ||
:where, when and how does it happen?, what kind of feedback to expect | :where, when and how does it happen?, what kind of feedback to expect | ||
:types of common errors and omissions, best practices strategies, feedback and annotation, error tracking, automation, policies and protocols | :types of common errors and omissions, best practices strategies, feedback and annotation, error tracking, automation, policies and protocols |