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Downloading metadata with CollectionTables results in missing values being cast into a string object "nan" instead of the numpy/pandas object nan which may cause unexpected problems with further processing. This happens only for basic:string: fields. Additionally for basic:integer: and basic:decimal: fields we get pandas <NA> and numpy nan respectively which may also not be ideal and we should unify the not a number object we use.
The text was updated successfully, but these errors were encountered:
Downloading metadata with CollectionTables results in missing values being cast into a string object
"nan"
instead of the numpy/pandas objectnan
which may cause unexpected problems with further processing. This happens only forbasic:string:
fields. Additionally forbasic:integer:
andbasic:decimal:
fields we get pandas<NA>
and numpynan
respectively which may also not be ideal and we should unify thenot a number
object we use.The text was updated successfully, but these errors were encountered: