Validation Log
2025-12-15 00:02:30.543837
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003231/mwtab/json
Study ID:      ST001981
Analysis ID:   AN003231
File format:   json
Status: Contains Validation Issues
Number of Issues: 3

Number of Warnings: 2

Number of Value Errors: 3

Number of Consistency Errors: 0

Number of Format Errors: 0

Issue Log:
Error: The value, "800", in ["NM"]["SPECTROMETER_FREQUENCY"] should be a number followed by a space with a unit (ex. "5 V") from the following list: ['MHz']. Ignore this when more complicated descriptions are required.
Warning: The "KEGG" column at position 2 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name.
Warning: The "KEGG" column at position 2 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.