Validation Log 2025-12-15 03:21:54.039837 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006954/mwtab/json Study ID: ST004187 Analysis ID: AN006954 File format: json Status: Contains Validation Issues Number of Issues: 105 Number of Warnings: 97 Number of Value Errors: 104 Number of Consistency Errors: 1 Number of Format Errors: 0 Issue Log: Error: The value, "20-74", in ["SUBJECT"]["AGE_OR_AGE_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required. Error: The value, "Male and female", in ["SUBJECT"]["GENDER"] should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. Error: An empty value or a null value was detected in ["SUBJECT"]["HUMAN_LIFESTYLE_FACTORS"]. Either a legitimate value should be provided for this key, or it should be removed altogether. Error: An empty value or a null value was detected in ["SUBJECT"]["HUMAN_SMOKING_STATUS"]. Either a legitimate value should be provided for this key, or it should be removed altogether. Error: An empty value or a null value was detected in ["SUBJECT"]["HUMAN_ALCOHOL_DRUG_USE"]. Either a legitimate value should be provided for this key, or it should be removed altogether. Error: The value, "50", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. 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: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][2] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][4] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][6] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][8] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][10] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][12] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][14] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][16] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][18] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][20] has the following duplicate keys in its Additional sample data: "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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][22] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][23] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][24] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][25] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][26] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][27] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][28] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][29] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][30] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][31] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][32] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][33] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][34] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][35] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][36] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][37] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][38] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][39] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][40] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][41] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][42] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][43] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][44] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][45] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][46] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][47] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][48] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][49] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][50] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][51] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][52] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][53] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][54] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][55] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][56] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][57] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][58] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][59] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][60] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][61] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][62] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][63] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][64] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][65] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][66] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][67] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][68] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][69] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][70] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][71] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][72] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][73] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][74] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][75] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][76] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][77] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][78] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][79] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][80] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][81] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][82] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][83] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][84] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][85] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][86] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][87] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][88] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][89] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][90] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][91] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][92] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][93] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][94] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][95] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" "RAW_FILE_NAME" Error: SUBJECT_SAMPLE_FACTORS section missing sample ID(s). The following IDs were found in the ["MS_METABOLITE_DATA"]["Data"] section but not in the SUBJECT_SAMPLE_FACTORS: "" Error: Column(s) with no name were found in the ["MS_METABOLITE_DATA"]["Data"] table. Warning: The "" column at position 98 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.