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Merge pull request #572 from BioKIC/ljwalker-patch-3
Embed videos from data cleaning workshop
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content/editor/quality/_index.en.md

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title: "Data Quality Toolkit"
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date: 2024-03-20
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lastmod: 2024-07-19
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draft: false
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weight: 42
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authors: ["Katie Pearson"]
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* [Incorrect Line Endings](#incorrect-line-endings)
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* [Invalid Individual Count](#invalid-individual-count)
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* [Non-standardized BasisOfRecord Values](#non-standardized-basisofrecord-values)
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* [Recordings](#recordings)
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### Catalog Numbers and Other Identifiers
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4. In Custom Field 2, select Basis of Record from the first dropdown list, select NOT EQUALS from the second dropdown list, and enter "FossilSpecimen" in the blank field.
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5. Repeat steps 3-4 for as many other valid BasisOfRecord values you think might exist in your collection.
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6. Either individually edit erroneous records by clicking the link in the Symbiota ID column (far left), or batch edit all entries using the [Batch Editing Tool](https://biokic.github.io/symbiota-docs/coll_manager/edit/batch/).
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### Recordings
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#### Workshop: Data Cleaning for Maximum Impact
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{{< youtube j3cxGe_bcC4 >}}
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{{< youtube DCpS-Gkq3a8 >}}

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