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Data Quality Toolkit 2024: Difference between revisions
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* [[OpenRefine Data Quality Toolkit#Duplicate Catalog Numbers|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Duplicate Catalog Numbers|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Duplicate Catalog Numbers|Specify]] | * [[Specify Data Quality Toolkit#Duplicate Catalog Numbers|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#duplicate-catalog-numbers Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Duplicate Catalog Numbers|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Duplicate Catalog Numbers|TaxonWorks]] | ||
| Line 34: | Line 34: | ||
* [[OpenRefine Data Quality Toolkit#Date Hasn't Happened Yet|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Date Hasn't Happened Yet|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Date Hasn't Happened Yet|Specify]] | * [[Specify Data Quality Toolkit#Date Hasn't Happened Yet|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#date-hasnt-happened-yet Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Date Hasn't Happened Yet|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Date Hasn't Happened Yet|TaxonWorks]] | ||
| Line 46: | Line 46: | ||
* [[OpenRefine Data Quality Toolkit#Date is Suspiciously Old|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Date is Suspiciously Old|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Date is Suspiciously Old|Specify]] | * [[Specify Data Quality Toolkit#Date is Suspiciously Old|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#date-is-suspiciously-old Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Date is Suspiciously Old|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Date is Suspiciously Old|TaxonWorks]] | ||
| Line 57: | Line 57: | ||
* [[OpenRefine Data Quality Toolkit#Identified Date Earlier than Collected Date|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Identified Date Earlier than Collected Date|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Identified Date Earlier than Collected Date|Specify]] | * [[Specify Data Quality Toolkit#Identified Date Earlier than Collected Date|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#identified-date-earlier-than-collected-date Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Identified Date Earlier than Collected Date|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Identified Date Earlier than Collected Date|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|Specify]] | * [[Specify Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#year-month-and-day-values-do-not-match-date Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Year, Month, and Day Values Do Not Match Date|TaxonWorks]] | ||
| Line 81: | Line 81: | ||
* [[OpenRefine Data Quality Toolkit#Coordinates are Zero|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Coordinates are Zero|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Coordinates are Zero|Specify]] | * [[Specify Data Quality Toolkit#Coordinates are Zero|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#coordinates-are-zero Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Coordinates are Zero|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Coordinates are Zero|TaxonWorks]] | ||
| Line 92: | Line 92: | ||
* [[OpenRefine Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|Specify]] | * [[Specify Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#coordinates-do-not-fall-within-named-geographic-unit Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Coordinates Do Not Fall Within Named Geographic Unit|TaxonWorks]] | ||
| Line 103: | Line 103: | ||
* [[OpenRefine Data Quality Toolkit#Georeference Metadata with no Associated Georeference|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Georeference Metadata with no Associated Georeference|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Georeference Metadata with no Associated Georeference|Specify]] | * [[Specify Data Quality Toolkit#Georeference Metadata with no Associated Georeference|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#georeference-metadata-with-no-associated-georeference Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Georeference Metadata with no Associated Georeference|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Georeference Metadata with no Associated Georeference|TaxonWorks]] | ||
| Line 114: | Line 114: | ||
* [[OpenRefine Data Quality Toolkit#Elevation is Unlikely|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Elevation is Unlikely|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Elevation is Unlikely|Specify]] | * [[Specify Data Quality Toolkit#Elevation is Unlikely|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#elevation-is-unlikely Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Elevation is Unlikely|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Elevation is Unlikely|TaxonWorks]] | ||
| Line 125: | Line 125: | ||
* [[OpenRefine Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|Specify]] | * [[Specify Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#improperly-negated-latitudeslongitudes Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Improperly Negated Latitudes/Longitudes|TaxonWorks]] | ||
=== Invalid Coordinates === | === Invalid Coordinates === | ||
'''Problem:''' Coordinates deviate from accepted ranges or formats, like decimalLatitude and decimalLongitude exceeding -90 to 90 and -180 to 180, respectively. verbatimCoordinates have to be valid values for coordinates in decimal degrees, degrees decimal minutes, degrees minutes second. | '''Problem:''' Coordinates deviate from accepted ranges or formats, like decimalLatitude and decimalLongitude exceeding -90 to 90 and -180 to 180, respectively. verbatimCoordinates have to be valid values for coordinates in decimal degrees, degrees decimal minutes, degrees minutes second. | ||
'''Solutions:''' | '''Solutions:''' | ||
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* [[OpenRefine Data Quality Toolkit#Invalid Coordinates|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Invalid Coordinates|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Invalid Coordinates|Specify]] | * [[Specify Data Quality Toolkit#Invalid Coordinates|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#invalid-coordinates Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Invalid Coordinates|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Invalid Coordinates|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|Specify]] | * [[Specify Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#lower-geography-values-are-provided-but-no-higher-geography Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Lower Geography Values are Provided, but No Higher Geography|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|Specify]] | * [[Specify Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#minimum-and-maximum-elevation-values-mismatched Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Minimum and Maximum Elevation Values Mismatched|TaxonWorks]] | ||
| Line 170: | Line 169: | ||
* [[OpenRefine Data Quality Toolkit#Mismatched Country and CountryCode Values|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Mismatched Country and CountryCode Values|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Mismatched Country and CountryCode Values|Specify]] | * [[Specify Data Quality Toolkit#Mismatched Country and CountryCode Values|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#mismatched-country-and-countrycode-values Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Mismatched Country and CountryCode Values|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Mismatched Country and CountryCode Values|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Mismatched Geographic Terms|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Mismatched Geographic Terms|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Mismatched Geographic Terms|Specify]] | * [[Specify Data Quality Toolkit#Mismatched Geographic Terms|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#mismatched-geographic-terms Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Mismatched Geographic Terms|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Mismatched Geographic Terms|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Missing Geodetic Datum|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Missing Geodetic Datum|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Missing Geodetic Datum|Specify]] | * [[Specify Data Quality Toolkit#Missing Geodetic Datum|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#missing-geodetic-datum Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Missing Geodetic Datum|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Missing Geodetic Datum|TaxonWorks]] | ||
| Line 203: | Line 202: | ||
* [[OpenRefine Data Quality Toolkit#Missing Latitudes/Longitudes|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Missing Latitudes/Longitudes|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Missing Latitudes/Longitudes|Specify]] | * [[Specify Data Quality Toolkit#Missing Latitudes/Longitudes|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#missing-latitudeslongitudes Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Missing Latitudes/Longitudes|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Missing Latitudes/Longitudes|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Misspelled Geographic Unit Names|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Misspelled Geographic Unit Names|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Misspelled Geographic Unit Names|Specify]] | * [[Specify Data Quality Toolkit#Misspelled Geographic Unit Names|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#misspelled-geographic-unit-names Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Misspelled Geographic Unit Names|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Misspelled Geographic Unit Names|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|Specify]] | * [[Specify Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#misspelled-or-invalid-taxonomic-names Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Misspelled or Invalid Taxonomic Names|TaxonWorks]] | ||
| Line 238: | Line 237: | ||
* [[OpenRefine Data Quality Toolkit#Unknown Higher Taxonomy|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Unknown Higher Taxonomy|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Unknown Higher Taxonomy|Specify]] | * [[Specify Data Quality Toolkit#Unknown Higher Taxonomy|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#unknown-higher-taxonomy Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Unknown Higher Taxonomy|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Unknown Higher Taxonomy|TaxonWorks]] | ||
| Line 251: | Line 250: | ||
* [[OpenRefine Data Quality Toolkit#Incorrect Character Encodings|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Incorrect Character Encodings|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Incorrect Character Encodings|Specify]] | * [[Specify Data Quality Toolkit#Incorrect Character Encodings|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#incorrect-character-encodings Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Incorrect Character Encodings|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Incorrect Character Encodings|TaxonWorks]] | ||
| Line 262: | Line 261: | ||
* [[OpenRefine Data Quality Toolkit#Incorrect Line Endings|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Incorrect Line Endings|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Incorrect Line Endings|Specify]] | * [[Specify Data Quality Toolkit#Incorrect Line Endings|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#incorrect-line-endings Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Incorrect Line Endings|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Incorrect Line Endings|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Invalid Individual Count|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Invalid Individual Count|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Invalid Individual Count|Specify]] | * [[Specify Data Quality Toolkit#Invalid Individual Count|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#invalid-individual-count Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Invalid Individual Count|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Invalid Individual Count|TaxonWorks]] | ||
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* [[OpenRefine Data Quality Toolkit#Non-standardized BasisOfRecord Values|OpenRefine]] | * [[OpenRefine Data Quality Toolkit#Non-standardized BasisOfRecord Values|OpenRefine]] | ||
* [[Specify Data Quality Toolkit#Non-standardized BasisOfRecord Values|Specify]] | * [[Specify Data Quality Toolkit#Non-standardized BasisOfRecord Values|Specify]] | ||
* [ | * [https://biokic.github.io/symbiota-docs/editor/quality/#non-standardized-basisofrecord-values Symbiota] | ||
* [[TaxonWorks Data Quality Toolkit#Non-standardized BasisOfRecord Values|TaxonWorks]] | * [[TaxonWorks Data Quality Toolkit#Non-standardized BasisOfRecord Values|TaxonWorks]] | ||