Validation Log
2025-12-14 23:53:10.895762
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003053/mwtab/json
Study ID:      ST001886
Analysis ID:   AN003053
File format:   json
Status: Contains Validation Issues
Number of Issues: 28

Number of Warnings: 22

Number of Value Errors: 23

Number of Consistency Errors: 0

Number of Format Errors: 5

Issue Log:
Error: An empty value or a null value was detected in ["TREATMENT"]["TREATMENT_SUMMARY"]. A legitimate value should be provided for this required key.
Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "SOLVENT_A", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "SOLVENT_B", in ["CHROMATOGRAPHY"] is missing.
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][0] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][1] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][2] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][3] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][4] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][5] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][6] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][7] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][8] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][9] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][10] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][11] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][12] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][13] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][14] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][15] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][16] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][17] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][18] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][19] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][20] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][21] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"
	"RAW_FILE_NAME"