Hackathon Challenge: Difference between revisions

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Hackathon Challenge (view source)

Revision as of 11:15, 26 March 2013

33,318 bytes removed ,  26 March 2013
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→‎Dataset Errata
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*known / discovered errors in the .txt, .csv files as they are found.
*known / discovered errors in the .txt, .csv files as they are found.
'''Gold Parsing Errors'''
Many of the Lichen Gold labels have verbatimLatitude and verbatimLongitude, but the Gold Parsed files do not have the calculated decimalLatitude and decimalLongitude. This seems especially true for the New York labels. (Daryl)
This is open to debate, but I think Elevation should be a pure numeric field, assumed to be in meters. Therefore, it should not be expressed as "750 m", but rather as "750". verbatimElevation, of course, should retain the "m" if it was present on the label. (Note that Darwin Core apparently does not have a field called "elevation", but rather MinimumElevationInMeters, and MaximumElevationInMeters, both numeric fields.) Not sure if this is something to change on the labels, but worth being aware of. I think parsing programs should generate the Darwin Core fields. (Daryl)
Inconsistency in the Gold Parsed labels for Country. If a US State is listed as the state, the label doesn't always say the name of the country, though it is obviously the USA. Some Gold parsed results leave it blank, some fill it in with "USA", or "United States", though neither of these are on the label. I think it is valid to fill it in, but it should be consistent. (Daryl)
Many Gold Parse Tennessee lichen labels have country errors. Examples:
-- Gold Parsed TENN-L-0000001_lg.csv lists country as "USA", but on the .txt label, it is "U.S.A." (with periods). Same with Gold Parsed TENN-L-0000035_lg.csv and others.(Daryl)
-- Gold Parsed TENN-L-0000005_lg.csv leaves country blank, but the label shows it as "USA". Again, maybe this is OK, but it should be consistent. (Daryl)
<br> Inconsistency and errors in TENN Lichen Gold Parsed dateIdentified. Examples:
-- TENN-L-0000015_lg.csv has dateIdentified in the wrong format, neither verbatim, nor standard DarwinCore format: Verbatim would be: Nov. 12, 1939, DarwinCore would be: 1939-11-12, Listed is: 1939-November-12.
-- TENN-L-0000017_lg.csv omits dateIdentified, though it is on the label as 3 Feb. 1963
-- TENN-L-0000019_lg.csv has 1954-Aug-8, but on the label it is "8 Aug 1954", again neither verbatim nor DarwinCore (1954-08-08). (Daryl)
Gold Parsed NY01075760_lg.csv replaces the comma with a space, and replaces an apostrophe (') with a double quote (") in verbatimCoordinates: 38°42'20"N, 83°08'25'W is rendered as 38°42'20""N 83°08'25""W. (Note also that the double quote is replaced with two double quotes. This may be necessary to preserve the quote-delimited, comma separated fields, but could cause some problems when uploading to a database. Not presented here as an error, but we should be aware of possible implications.)
Gold Parsed NY01075764_lg.csv has a similar problem where a single space is replaced with a double space in verbatimCoordinates.
Inconsistencies in several Gold Parsed labels regarding whether to include the period at the end of a field as part of the field. Example: verbatimCoordinates in NY01075782_lg.csv includes the period at the end. NY01075780_lg.csv does not include the period.
Gold Parsed NY01075761_lg.txt corrects a Gold OCR error by adding the 1 to the end of 0107576. The field should be corrected in the Gold OCR, but until done so, the parsing should be verbatim (see below under Gold OCR Errors).
Gold Parsed NY01075766_lg.csv omits the catalogNumber, though it is present in the NY01075766_lg.txt file.
Gold Parsed NY01075789_lg.csv adds "NY" as a prefix to the catalogNumber, though it is not present on the .txt file.
Gold Parsed NY01075760_lg.csv omits dataset, which should be "Lichens of Ohio"
Gold Parsed NY01075775_lg.csv omits "Boulder" from municipality.
Gold Parsed NY01075761_lg.csv lists "Peru" as municipality, but NY01075779_lg.csv lists "Town of Peru", though they both appear identical ("Town of Peru") on the labels. Probably should be "Peru" on both...?
Gold Parsed TENN-L-0000029_lg.csv and TENN-L-0000035_lg.csv both list municipality as "NORTH AMERICA"
Gold Parsed TENN-L-0000083_lg.csv lists municipality as "Ontario", but this is not on the label.
Gold Parsed WIS-L-0011732_lg.csv (and many other lichen gold parsed labels) removes a space from verbatimLatitude and from verbatimLongitude, changing this: 60° 33.579'N into this: 60°33.579'N. The space removal is inconsistent, on some labels, not on others.
Gold Parsed NY01075791_lg.csv converts the "u" in "Mull" to an umlaut yielding "Müll". This actually reflects the original label, but not the Gold OCR NY01075791_lg.txt file, which has "Mull". Same for NY01075792_lg.csv, and several other in the series.
'''Gold Parsed CSV Files''' There are more errors in gold csv files. (Qianjin)
NY01075759_lg verbatimEventDate (1998-04-19), it should be 19 April 1998
NY01075760_lg no datesetName
NY01075765_lg verbatimEventDate (Feb. 1898), it should be verbatimEventDate ( Feb 1898.)
NY01075766_lg decimalLatitude (White Horse Beach, between Manomet Pt. and Rocky Pt., Plymouth area), it should be locality or habitat; no catalogNumber
NY01075767_lg verbatimEventDate format
NY01075767_lg verbatimEventDate (July 1979), it should be (Jul-79)
NY01075768_lg country (canada), it hsould be (ca.)
NY01075770_lg habitat (on Acmaea digitalis Eschsch. Host determined by A. R. Grant) and identifiedBy (A. R. Grant.)
NY01075770_lg habitat (Host determined by A. R. Grant)
NY01075771_lg verbatimCoordinates mixed with verbatimLocality
NY01075779_lg habitat concatenation
NY01075780_lg NEW YOUR BOTANICAL GARDEN
NY01075789_lg catalogNumber (NY01075789) in the csv file; but it is (01075789) in the text file.
NY01075797_lg recordedBy ( William Russell Buck) in the csv file; but it is (William R. Buck) in the text file.
NY01075805_lg stateProvince (South Carolina) in the csv file; but it is (S.C.) in the text file.
NY01075812_lg recordedBy( William Russell Buck) in the csv file; but it is (William R. Buck) in the text file.
NY01075816_lg recordedBy( William Russell Buck) in the csv file; but it is (William R. Buck) in the text file.
NY01075817_lg recordedBy( William Russell Buck) in the csv file; but it is (William R. Buck) in the text file.
NY01075818_lg no scientificName
NY01075819_lg recordedBy( William Russell Buck) in the csv file; but it is (William R. Buck) in the text file.
NY01075820_lg recordedBy( William Russell Buck) in the csv file; but it is (William R. Buck) in the text file.
NY01075821_lg scientificName (null)
NY01075821_lg no scientificName
NY01075822_lg no scientificName
NY01075823_lg identifiedBy
TENN-L-0000001_lg verbatimLocality mixed with verbatimElevation
TENN-L-0000010_lg verbatimLocality contains (Exposure W,) but habitat contains (Exposure W).
TENN-L-0000012_lg verbatimLocality (apria -s ) in the text file; but it is (apricas) in the csv file.
TENN-L-0000014_lg identifiedBy (H. Kashiwadani) in the csv file; but it is identifiedBy (S. Kurokawa and H. Kashiwadani) in the text file.
TENN-L-0000015_lg verbatimInstitution (TENNESSEE (TENN))
TENN-L-0000016_lg verbatimInstitution (HERBARIUM OF THE UNIVERSITY OF TENNESSEE)
TENN-L-0000017_lg verbatimInstitution (University of Tennessee (TENN))
TENN-L-0000018_lg verbatimInstitution (University of Tennessee (TENN))
TENN-L-0000019_lg identifiedBy (Alt.Set.) in the csv file; verbatimEventDate (8 Aug 1954) is mixed with dateIdentified (8 Aug 1954)
TENN-L-0000021_lg verbatimInstitution ((TENN))
TENN-L-0000022_lg verbatimEventDate (23 July 1955) is mixed with dateIdentified (23 July 1955)
TENN-L-0000033_lg no catalogNumber in OCRed text file
TENN-L-0000036_lg verbatimEventDate (format)
TENN-L-0000036_lg verbatimEventDate (format)
TENN-L-0000045_lg recordNumber (null)
TENN-L-0000045_lg stateProvince (Mont.) in the text file; but it is (Montana) in the csv file.
TENN-L-0000048_lg verbatimLocality (near) is mixed with habitat (near)
TENN-L-0000050_lg stateProvince (Mont.) in the text file; but it is (Montana) in the csv file. verbatimElevation (Alt.: 6000 ft) in the csv file.
TENN-L-0000052_lg identifiedBy (Alt.: About 3500 ft.)
TENN-L-0000053_lg identifiedBy is on the 2nd line; dateIdentified is on the 2nd line.
TENN-L-0000054_lg identifiedBy (!A. skoepa) in the text file; but it is (A. skoepa) in the csv file.
TENN-L-0000056_lg oliff occurs in habitat but it is cliff in text file; dateIdentified (format)
TENN-L-0000063_lg verbatimLocality contains scientific name
TENN-L-0000063_lg verbatimScientificName (Amherst)
TENN-L-0000064_lg recordedBy (H. A. Sierk) is mixed with identifiedBy (H. A. Sierk); verbatimEventDate (August 1, 1957) is mixed with dateIdentified (August 1, 1957)
TENN-L-0000065_lg recordedBy (A. J. Sharp) is mixed with identifiedBy (A. J. Sharp) verbatimEventDate (31 July, 1955) is mixed with dateIdentified (31 July, 1955)
TENN-L-0000068_lg verbatimLocality (edge of road near gorge); habitat (bark, edge of road)
TENN-L-0000072_lg verbatimCoordinates contains null in the csv file; (Lat. 40� N) is in text file.
TENN-L-0000076_lg stateProvince (Minn,) in the text file; but it is (Minnesota) in the csv file.
TENN-L-0000077_lg identifiedBy (Date) in the csv file
TENN-L-0000077_lg datasetName (Michigan FLORA OF) in the text file; but it is (FLORA OF Michigan) in the csv file.
TENN-L-0000083_lg no recordNumber in the csv file; DateIdentified (format)
TENN-L-0000083_lg verbatimEventDate (August 1 1957) is mixed with dateIdentified (August 1 1957)
TENN-L-0000084_lg scientificName (null)
TENN-L-0000089_lg verbatimCoordinates (Lat.40 N.) in the text file; but no verbatimCoordinates in the csv file
TENN-L-0000090_lg stateProvince (AK) in the csv file; but it is (ALASKA) in the text file.
WIS-L-0011728_lg stateProvince (AK) in the text file; but it is (ALASKA) in the csv file.
WIS-L-0011730_lg stateProvince (AK) in the text file; but it is (ALASKA) in the csv file. habitat (Site: ) in the csv file.
WIS-L-0012026_lg no datasetName
WIS-L-0012038_lg no verbatimCoordinates
WIS-L-0012040_lg locality (Cen- tral Brooks) in the text file; but it is (Central Brooks) in the csv file.
WIS-L-0012041_lg no datasetName in the csv file; no scientificName in the csv file; verbatimEventDate (format) in the csv file; dateIdentified (format) in the csv file
WIS-L-0012045_lg verbatimCoordinates concatenation
WIS-L-0012051_lg dateIdentified (format)
WIS-L-0012055_lg verbatimEventDate (format)
WIS-L-0012055_lg verbatimEventDate (19 July 2003) in the text file; but it is (2003-July-19) in the csv file
WIS-L-0012056_lg dateIdentified (format)
WIS-L-0012057_lg no datesetName
WIS-L-0012064_lg verbatimCoordinates concatenation
WIS-L-0012073_lg identifiedBy (By P. Y. Wong) in the csv file
WIS-L-0012074_lg county (null)
WIS-L-0012074_lg county (null)
WIS-L-0012077_lg verbatimLocality contains verbatimCoordinates (Qianjin)
<br> '''Gold OCR Errors'''
NY01075761_lg.txt has catalogNumber as 0107576, omitting the 1 at the end.
WIS-L-0012026_lg.txt:: Several errors: Replaced the "N" in Latitude with a "K". Question mark instead of apostrophe in Longitude. Sandra Looman replace with Sandra Lcoman. Two dots after the date.
TENN-L-0000029_lg.txt adds a "1" to the scientificName ("Actinogyra muhlenbergii 1 (Ach.) Schol.").
NY01075791_lg.txt converted "Müll" on the original label NY01075791_lg.jpg to "Mull" (converted umlaut "ü" to "u". We may want to do this, but if we do it should be standardized and consistent across all the labels. Same for NY01075791_lg.txt, and several others in the series.
<br> '''Silver Parsed CSV Files'''
"Silver Parsed CSV Files" There were some errors in the Silver CSV dataset. (Steven C.)
NY01075760_lg character encoding in verbatimScientificName
typos in verbatimCoordinates
NY01075761_lg misspelling in verbatimScientificName
NY01075762_lg misspelling in habitat
misspelling in verbatimLocality
NY01075764_lg misspelling in units for verbatimElevation
NY01075765_lg character encoding in verbatimScientificName
removed extra period in verbatimEventDate
NY01075768_lg separated verbatimLocality data into two columns
NY01075769_lg misspelling in habitat
NY01075770_lg character encoding in verbatimScientificName
character encoding in habitat
NY01075773_lg misspelling in verbatimScientificName
misspelling in verbatimLocality
NY01075774_lg character encoding in verbatimScientificName
NY01075775_lg misspelling in country
NY01075776_lg character encoding in verbatimLocality
NY01075777_lg character encoding in country
NY01075779_lg character encoding in verbatimCoordinates
NY01075780_lg misspelling in verbatimInstitution
misspelling in verbatimLocality
removed coordinates in verbatimLocality
NY01075781_lg character encoding in verbatimElevation
NY01075782_lg separated verbatimLocality data into two columns
removed coordinates in verbatimLocality
character encoding in habitat
NY01075786_lg misspelling in verbatimScientificName
NY01075787_lg misspelling in verbatimLocality
removed coordinates in verbatimLocality
misspelling in verbatimCoordinates
misspelling in habitat
NY01075788_lg misspelling in verbatimLocality
removed coordinates in verbatimLocality
character encoding in verbatimCoordinates
NY01075789_lg misspelling in verbatimLocality
removed coordinates in verbatimLocality
character encoding in verbatimCoordinates
NY01075790_lg misspelling in habitat
separated verbatimLocality data into three columns
removed coordinates in verbatimLocality
NY01075791_lg character encoding in verbatimScientificName
NY01075792_lg misspelling in verbatimLocality
NY01075794_lg misspelling in verbatimLocality
NY01075795_lg misspelling in verbatimLocality
NY01075802_lg character encoding in verbatimScientificName
NY01075803_lg created new identifiedBy column
created new verbatimScientificName column
moved verbatimScientificName data from third row to new column
NY01075805_lg created new verbatimScientificName column
moved verbatimScientificName data from third row to new column
NY01075806_lg character encoding in verbatimScientificName
NY01075813_lg misspelling in verbatimLocality
NY01075814_lg misspelling in county
misspelling in verbatimLocality
removed coordinates in verbatimLocality
misspelling in habitat
NY01075817_lg moved verbatimScientificName data to scientificName
entered verbatimScientificName
NY01075818_lg misspelling in habitat
NY01075819_lg misspelling in recordedBy
NY01075821_lg misspelling in verbatimLocality
removed coordinates in verbatimLocality
added coordinates to verbatimCoordinates
NY01075822_lg removed coordinates in verbatimLocality
NY01075823_lg moved identifiedBy and dateIdentified data up one row
created new verbatimScientificName column
moved verbatimScientificName data from third row to new column
NY01075827_lg misspelling in county
misspelling in verbatimLocality
NY01075828_lg misspelling in verbatimLocality
removed coordinates in verbatimLocality
NY01075829_lg misspelling in habitat
NY01075831_lg misspelling in verbatimLocality
removed coordinates in verbatimLocality
NY01075837_lg misspelling in county
TENN-L-0000001_lg character encoding in occurrenceRemarks
misspelling in habitat
character encoding in verbatimLocality
TENN-L-0000002_lg character encoding in verbatimScientificName
misspelling in habitat
TENN-L-0000004_lg misspelling in habitat
misspelling in verbatimInstitution
TENN-L-0000005_lg misspelling in datasetName
misspelling in occurrenceRemarks
character encoding in verbatimLocality
TENN-L-0000006_lg misspelling in verbatimElevation
edited verbatimEventDate
TENN-L-0000007_lg separated verbatimLocality into two columns
misspellings in both verbatimLocality columns
TENN-L-0000009_lg character encoding in habitat
character encoding in catalogNumber
TENN-L-0000010_lg separated verbatimLocality into two columns
TENN-L-0000012_lg character encoding in datasetName
character encoding in occurrenceRemarks
TENN-L-0000013_lg misspelling in occurrenceRemarks
misspelling in verbatimLocality
TENN-L-0000014_lg misspelling in datasetName
misspelling in fieldNotes
character encoding in verbatimLocality
separated recordedBy into two columns
TENN-L-0000022_lg character encoding in recordedBy
TENN-L-0000027_lg character encoding in verbatimScientificName
TENN-L-0000028_lg character encoding in verbatimScientificName
TENN-L-0000029_lg misspelling in recordedBy
TENN-L-0000032_lg character encoding in verbatimScientificName
TENN-L-0000033_lg separated dataSetName into two columns
separated fieldNotes into two columns
TENN-L-0000041_lg character encoding in datasetName
misspelling in verbatimLocality
TENN-L-0000044_lg character encoding in datasetName
TENN-L-0000045_lg separated verbatimLocality into two columns
TENN-L-0000046_lg character encoding in datasetName
TENN-L-0000047_lg character encoding in datasetName
TENN-L-0000048_lg misspelling in verbatimLocality
TENN-L-0000049_lg separated verbatimLocality into two columns
TENN-L-0000051_lg character encoding in verbatimLocality
TENN-L-0000052_lg character encoding in verbatimScientificName
character encoding in datasetName
character encoding in habitat
character encoding in verbatimLocality
character encoding in recordedBy
TENN-L-0000053_lg character encoding in recordNumber
TENN-L-0000054_lg character encoding in datasetName
TENN-L-0000056_lg edited recordedBy
TENN-L-0000057_lg character encoding in verbatimLocality
misspelling in verbatimInstitution
TENN-L-0000058_lg separated dataSetName into two columns
character encoding in verbatimInstitution
TENN-L-0000059_lg character encoding in stateProvince
character encoding in verbatimScientificName
character encoding in verbatimCoordinates
misspelling in recordedBy
TENN-L-0000061_lg edited verbatimLocality
misspelling in recordedBy
TENN-L-0000063_lg separated dataSetName into two columns
character encoding in identificationRemarks
TENN-L-0000064_lg character encoding in verbatimScientificName
TENN-L-0000065_lg character encoding in verbatimScientificName
TENN-L-0000068_lg edited habitat
character encoding in verbatimInstitution
TENN-L-0000072_lg separated verbatimLocality into two columns
misspelling in country
edited verbatimScientificName
character encoding in verbatimInstitution
TENN-L-0000073_lg misspelling in verbatimLocality
character encoding in verbatimCoordinates
misspelling in recordedBy
TENN-L-0000074_lg character encoding in recordedBy
character encoding in verbatimScientificName
character encoding in verbatimLocality
TENN-L-0000075_lg character encoding in datasetName
misspelling in verbatimScientificName
separated verbatimLocality into two columns
character encoding in both verbatimLocality columns
character encoding in verbatimCoordinates
TENN-L-0000076_lg misspelling in datasetName
character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in both verbatimLocality columns
character encoding in recordedBy
TENN-L-0000077_lg character encoding in county
character encoding in verbatimLocality
character encoding in catalogNumber
TENN-L-0000079_lg character encoding in verbatimInstitution
TENN-L-0000080_lg character encoding in catalogNumber
TENN-L-0000083_lg character encoding in verbatimScientificName
TENN-L-0000084_lg character encoding in datasetName
character encoding in verbatimScientificName
character encoding in verbatimLocality
TENN-L-0000087_lg character encoding in recordNumber
character encoding in habitat
character encoding in verbatimLocality
character encoding in verbatimInstitution
TENN-L-0000089_lg misspelling in country
separated verbatimLocality into two columns
misspelling in verbatimLocality
misspelling in verbatimInstitution
misspelling in datasetName
TENN-L-0000090_lg character encoding in verbatimInstitution
TENN-L-0000091_lg character encoding in datasetName
character encoding in verbatimScientificName
character encoding in catalogNumber
TENN-L-0000093_lg edited verbatimLocality
character encoding in catalogNumber
TENN-L-0000095_lg character encoding in verbatimScientificName
edited country
character encoding in verbatimLocality
TENN-L-0000097_lg character encoding in verbatimScientificName
TENN-L-0000098_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimEventDate
character encoding in verbatimCoordinates
TENN-L-0000099_lg separated dataSetName into two columns
character encoding in stateProvince
misspelling in verbatimScientificName
character encoding in verbatimLocality
character encoding in verbatimLatitude
character encoding in catalogNumber
WIS-L-0011726_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
misspelling in verbatimElevation
character encoding in recordedBy
WIS-L-0011727_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
misspelling in verbatimLocality
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0011728_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0011729_lg separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0011730_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
misspelling in habitat
WIS-L-0011731_lg character encoding in verbatimScientificName
character encoding in identifiedBy
separated verbatimLocality into two columns
misspelling in associatedTaxa
misspelling in verbatimElevation
WIS-L-0011732_lg separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0011733_lg character encoding in verbatimLocality
character encoding in habitat
character encoding in verbatimCoordinates
WIS-L-0011734_lg character encoding in verbatimScientificName
character encoding in verbatimCoordinates
character encoding in habitat
character encoding in recordNumber
separated verbatimLocality into two columns
WIS-L-0011736_lg character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012025_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012026_lg character encoding in verbatimScientificName
WIS-L-0012027_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012028_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
misspelling in verbatimElevation
WIS-L-0012029_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012030_lg character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012031_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012032_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012033_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
misspelling in verbatimElevation
WIS-L-0012034_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012035_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
misspelling in verbatimLocality
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012036_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012037_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012039_lg character encoding in verbatimScientificName
character encoding in verbatimLocality
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012040_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012041_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012042_lg character encoding in datasetName
character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012043_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
separated verbatimLocality into two columns
WIS-L-0012044_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012045_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012046_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012047_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012048_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012049_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012050_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012051_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012052_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012053_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012054_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012055_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012056_lg separated verbatimLocality into two columns
character encoding in habitat
WIS-L-0012057_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimCoordinates
WIS-L-0012058_lg separated verbatimLocality into two columns
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012059_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012060_lg character encoding in verbatimScientificName
character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
WIS-L-0012061_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
removed coordinates in verbatimLocality
character encoding in associatedTaxa
WIS-L-0012062_lg character encoding in verbatimScientificName
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
character encoding in habitat
character encoding in verbatimInstitution
WIS-L-0012063_lg character encoding in verbatimScientificName
character encoding in verbatimLocality
removed coordinates in verbatimLocality
character encoding in associatedTaxa
WIS-L-0012064_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012065_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in habitat
WIS-L-0012067_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLatitude
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012068_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012069_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012070_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012071_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
removed coordinates in verbatimLocality
character encoding in associatedTaxa
WIS-L-0012073_lg character encoding in verbatimCoordinates
character encoding in verbatimLatitude
character encoding in verbatimLongitude
WIS-L-0012074_lg character encoding in verbatimCoordinates
character encoding in habitat
misspelling in verbatimLocality
WIS-L-0012075_lg character encoding in verbatimScientificName
character encoding in verbatimCoordinates
character encoding in verbatimLatitude
character encoding in verbatimLongitude
WIS-L-0012076_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimCoordinates
character encoding in verbatimLatitude
character encoding in verbatimLongitude
WIS-L-0012077_lg character encoding in verbatimLocality
character encoding in habitat
WIS-L-0012078_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012082_lg character encoding in verbatimScientificName
character encoding in verbatimCoordinates
character encoding in verbatimLatitude
character encoding in verbatimEventDate
character encoding in recordNumber
WIS-L-0012084_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
WIS-L-0012085_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns
character encoding in verbatimLongitude
character encoding in verbatimCoordinates
WIS-L-0012086_lg character encoding in verbatimScientificName
separated verbatimLocality into two columns


== Parameters ==
== Parameters ==
Dpaul
Bureaucrats
4,707

edits

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