Validation Log
2025-12-14 23:20:58.662927
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002435/mwtab/json
Study ID:      ST001460
Analysis ID:   AN002435
File format:   json
Status: Contains Validation Issues
Number of Issues: 21

Number of Warnings: 20

Number of Value Errors: 21

Number of Consistency Errors: 0

Number of Format Errors: 0

Issue Log:
Error: The value, "15 celsius", in ["NM"]["TEMPERATURE"] should be a number followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C', 'K']. Ignore this when more complicated descriptions are required.
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][0] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][1] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][2] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][3] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][4] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][5] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][6] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][7] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][8] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][9] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][10] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][11] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][12] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][13] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][14] has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"replicate"
	"protocol.id"
Warning: The "base_inchi" column at position 2 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi". 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 "isotopic_inchi" column at position 3 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi". 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 "representative_inchi" column at position 7 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi". 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 "transient_peak%type" column at position 9 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "transient_peak_type". 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 "peak_pattern" column at position 5 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.