Validation Log
2025-12-15 00:02:20.072311
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003228/mwtab/txt
Study ID:      ST001979
Analysis ID:   AN003228
File format:   txt
Status: Contains Validation Issues
Number of Issues: 90

Number of Warnings: 83

Number of Value Errors: 85

Number of Consistency Errors: 0

Number of Format Errors: 5

Issue Log:
Error: The value, "000000", for "PROJECT_ID" in the file header must be the letters "PR" followed by 6 numbers. Ex. "PR001405".
Error: The value, "Male and female", for the subsection, "GENDER", in the "SUBJECT" section should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required.
Error: The required property, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section  is missing.
Error: The required property, "FLOW_RATE", in the "CHROMATOGRAPHY" section  is missing.
Error: The required property, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section  is missing.
Error: The required property, "SOLVENT_A", in the "CHROMATOGRAPHY" section  is missing.
Error: The required property, "SOLVENT_B", in the "CHROMATOGRAPHY" section  is missing.
Warning: SUBJECT_SAMPLE_FACTORS entry #1 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #2 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #3 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #4 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #5 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #6 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #7 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #8 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #9 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #10 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #11 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #12 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #13 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #14 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #15 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #16 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #17 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #18 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #19 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #20 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #21 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #22 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #23 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #24 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #25 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #26 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #27 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #28 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #29 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #30 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #31 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #32 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #33 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #34 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #35 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #36 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #37 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #38 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #39 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #40 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #41 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #42 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #43 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #44 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #45 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #46 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #47 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #48 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #49 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #50 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #51 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #52 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #53 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #54 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #55 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #56 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #57 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #58 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #59 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #60 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #61 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #62 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #63 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #64 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #65 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #66 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #67 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #68 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #69 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #70 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #71 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #72 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #73 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #74 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #75 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #76 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #77 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #78 has the following duplicate keys in its Additional sample data:
	"other"
Warning: SUBJECT_SAMPLE_FACTORS entry #79 has the following duplicate keys in its Additional sample data:
	"other"
Warning: The "blank 1" column at position 77 in the MS_METABOLITE_DATA table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "blank 2" column at position 78 in the MS_METABOLITE_DATA table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "blank 3" column at position 79 in the MS_METABOLITE_DATA table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "blank 4" column at position 80 in the MS_METABOLITE_DATA table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.