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Data Quality Toolkit 2024: Difference between revisions
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Identified Date Earlier than Collected Date|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Identified Date Earlier than Collected Date|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Identified Date Earlier than Collected Date|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Identified Date Earlier than Collected Date|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Identified Date Earlier than Collected Date|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Identified Date Earlier than Collected Date|TaxonWorks]] | ||
=== Year, Month, and Day Values Do Not Match Date === | === Year, Month, and Day Values Do Not Match Date === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|TaxonWorks]] | ||
== Geography == | == Geography == | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Coordinates are Zero|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Coordinates are Zero|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Coordinates are Zero|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Coordinates are Zero|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Coordinates are Zero|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Coordinates are Zero|TaxonWorks]] | ||
=== Coordinates Do Not Fall Within Named Geographic Unit === | === Coordinates Do Not Fall Within Named Geographic Unit === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|TaxonWorks]] | ||
=== Georeference Metadata with no Associated Georeference === | === Georeference Metadata with no Associated Georeference === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Georeference Metadata with no Associated Georeference|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Georeference Metadata with no Associated Georeference|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Georeference Metadata with no Associated Georeference|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Georeference Metadata with no Associated Georeference|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Georeference Metadata with no Associated Georeference|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Georeference Metadata with no Associated Georeference|TaxonWorks]] | ||
=== Elevation is Unlikely === | === Elevation is Unlikely === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Elevation is Unlikely|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Elevation is Unlikely|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Elevation is Unlikely|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Elevation is Unlikely|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Elevation is Unlikely|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Elevation is Unlikely|TaxonWorks]] | ||
=== Improperly Negated Latitudes/Longitudes === | === Improperly Negated Latitudes/Longitudes === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|TaxonWorks]] | ||
=== Invalid Coordinates === | === Invalid Coordinates === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Invalid Coordinates|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Invalid Coordinates|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Invalid Coordinates|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Invalid Coordinates|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Invalid Coordinates|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Invalid Coordinates|TaxonWorks]] | ||
=== Lower Geography Values are Provided, but No Higher Geography === | === Lower Geography Values are Provided, but No Higher Geography === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|TaxonWorks]] | ||
=== Minimum and Maximum Elevation Values Mismatched === | === Minimum and Maximum Elevation Values Mismatched === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|TaxonWorks]] | ||
=== Mismatched Country and CountryCode Values === | === Mismatched Country and CountryCode Values === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Mismatched Country and CountryCode Values|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Mismatched Country and CountryCode Values|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Mismatched Country and CountryCode Values|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Mismatched Country and CountryCode Values|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Mismatched Country and CountryCode Values|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Mismatched Country and CountryCode Values|TaxonWorks]] | ||
=== Mismatched Geographic Terms === | === Mismatched Geographic Terms === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Mismatched Geographic Terms|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Mismatched Geographic Terms|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Mismatched Geographic Terms|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Mismatched Geographic Terms|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Mismatched Geographic Terms|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Mismatched Geographic Terms|TaxonWorks]] | ||
=== Missing Geodetic Datum === | === Missing Geodetic Datum === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Missing Geodetic Datum|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Missing Geodetic Datum|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Missing Geodetic Datum|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Missing Geodetic Datum|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Missing Geodetic Datum|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Missing Geodetic Datum|TaxonWorks]] | ||
=== Missing Latitudes/Longitudes === | === Missing Latitudes/Longitudes === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Missing Latitudes/Longitudes|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Missing Latitudes/Longitudes|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Missing Latitudes/Longitudes|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Missing Latitudes/Longitudes|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Missing Latitudes/Longitudes|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Missing Latitudes/Longitudes|TaxonWorks]] | ||
=== Misspelled Geographic Unit Names === | === Misspelled Geographic Unit Names === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Misspelled Geographic Unit Names|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Misspelled Geographic Unit Names|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Misspelled Geographic Unit Names|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Misspelled Geographic Unit Names|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Misspelled Geographic Unit Names|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Misspelled Geographic Unit Names|TaxonWorks]] | ||
== Taxonomy == | == Taxonomy == | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|TaxonWorks]] | ||
=== Unknown Higher Taxonomy === | === Unknown Higher Taxonomy === | ||
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'''Solutions:''' | '''Solutions:''' | ||
* Arctos | * [[Arctos Data Quality Toolkit#Unknown Higher Taxonomy|Arctos]] | ||
* Excel | * [[Excel Data Quality Toolkit#Unknown Higher Taxonomy|Excel]] | ||
* OpenRefine | * [[OpenRefine Data Quality Toolkit#Unknown Higher Taxonomy|OpenRefine]] | ||
* Specify | * [[Specify Data Quality Toolkit#Unknown Higher Taxonomy|Specify]] | ||
* Symbiota | * [[Symbiota Data Quality Toolkit#Unknown Higher Taxonomy|Symbiota]] | ||
* TaxonWorks | * [[TaxonWorks Data Quality Toolkit#Unknown Higher Taxonomy|TaxonWorks]] | ||
== Other Issues == | == Other Issues == | ||