Validation Log 2025-12-15 01:40:17.943847 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN004798/mwtab/json Study ID: ST002926 Analysis ID: AN004798 File format: json Status: Contains Validation Issues Number of Issues: 11 Number of Warnings: 9 Number of Value Errors: 11 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "0.3 ml/min", in ["CHROMATOGRAPHY"]["FLOW_RATE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "25", 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 "InchiKEY" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key". 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 "InchiKEY" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 12 0 15 0 17 0 19 0 20 0 21 0 22 0 30 0 31 0 32 0 40 0 42 0 44 0 49 0 50 0 51 0 52 0 53 0 54 0 55 0 56 0 57 0 59 0 60 0 64 0 65 0 66 0 68 0 69 0 70 0 72 0 73 0 74 0 75 0 76 0 77 0 78 0 79 0 80 0 87 0 88 0 89 0 91 0 92 0 93 0 94 0 95 0 96 0 97 0 98 0 102 0 103 0 107 0 108 0 111 0 112 0 113 0 114 0 115 0 116 0 117 0 118 0 120 0 121 0 122 0 123 0 124 0 128 0 129 0 130 0 131 0 132 0 133 0 134 0 139 0 140 0 141 0 143 0 144 0 145 0 146 0 147 0 148 0 149 0 150 0 151 0 152 0 153 0 155 0 156 0 157 0 158 0 159 0 163 0 164 0 165 0 166 0 167 0 168 0 169 0 170 0 171 0 172 0 173 0 174 0 179 0 181 0 183 0 184 0 185 0 186 0 187 0 192 0 193 0 194 0 195 0 196 0 199 0 200 0 201 0 202 0 203 0 204 0 207 0 210 0 211 0 212 0 213 0 219 0 222 0 228 0 231 0 243 0 245 0 261 0 265 0 310 0 314 0 325 0 326 0 327 0 340 0 348 0 351 0 352 0 353 0 355 0 371 0 375 0 377 0 381 0 382 0 383 0 389 0 Warning: The "KEGGid" column at position 4 in the ["MS_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 "KEGGid" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 8 0 9 0 10 0 11 0 12 0 13 0 15 0 16 0 17 0 18 0 19 0 20 0 21 0 22 0 26 0 29 0 30 0 31 0 32 0 34 0 36 0 37 0 38 0 39 0 40 0 41 0 42 0 43 0 44 0 45 0 47 0 49 0 50 0 51 0 52 0 53 0 54 0 55 0 56 0 57 0 58 0 59 0 60 0 61 0 63 0 64 0 65 0 66 0 68 0 69 0 70 0 72 0 73 0 74 0 75 0 76 0 77 0 78 0 79 0 80 0 81 0 83 0 87 0 88 0 89 0 90 0 91 0 92 0 93 0 94 0 95 0 96 0 97 0 98 0 102 0 103 0 105 0 107 0 108 0 109 0 111 0 112 0 113 0 114 0 115 0 116 0 117 0 118 0 120 0 121 0 122 0 123 0 124 0 128 0 129 0 130 0 131 0 132 0 133 0 134 0 135 0 139 0 140 0 141 0 143 0 144 0 145 0 146 0 147 0 148 0 149 0 150 0 151 0 152 0 153 0 154 0 155 0 156 0 157 0 158 0 159 0 160 0 163 0 164 0 165 0 166 0 167 0 168 0 169 0 170 0 171 0 172 0 173 0 174 0 176 0 178 0 179 0 181 0 183 0 184 0 185 0 186 0 187 0 192 0 193 0 194 0 195 0 196 0 199 0 200 0 201 0 202 0 203 0 204 0 206 0 207 0 208 0 210 0 211 0 212 0 213 0 214 0 217 0 218 0 219 0 220 0 221 0 222 0 223 0 225 0 226 0 227 0 228 0 231 0 232 0 233 0 235 0 236 0 237 0 239 0 240 0 241 0 242 0 243 0 244 0 245 0 246 0 247 0 248 0 250 0 251 0 252 0 253 0 254 0 255 0 256 0 257 0 258 0 259 0 261 0 262 0 263 0 264 0 265 0 266 0 267 0 268 0 271 0 272 0 273 0 280 0 282 0 283 0 299 0 310 0 314 0 324 0 325 0 326 0 327 0 330 0 333 0 338 0 339 0 340 0 343 0 347 0 348 0 351 0 352 0 353 0 357 0 364 0 367 0 368 0 369 0 372 0 375 0 376 0 377 0 379 0 381 0 382 0 383 0 389 0 Warning: The "HMDBID" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_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 "HMDBID" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 3 0 8 0 9 0 12 0 15 0 17 0 19 0 20 0 21 0 22 0 30 0 31 0 32 0 35 0 37 0 39 0 40 0 42 0 44 0 45 0 49 0 50 0 51 0 52 0 53 0 54 0 55 0 56 0 57 0 60 0 61 0 64 0 65 0 66 0 68 0 69 0 70 0 72 0 73 0 74 0 75 0 76 0 77 0 78 0 79 0 80 0 85 0 87 0 88 0 89 0 91 0 92 0 93 0 94 0 95 0 96 0 97 0 98 0 102 0 103 0 104 0 107 0 108 0 109 0 111 0 112 0 113 0 114 0 115 0 116 0 117 0 118 0 119 0 120 0 121 0 122 0 123 0 124 0 125 0 128 0 129 0 130 0 131 0 132 0 133 0 134 0 137 0 139 0 140 0 141 0 143 0 144 0 145 0 146 0 147 0 148 0 149 0 150 0 151 0 152 0 153 0 155 0 156 0 157 0 158 0 159 0 163 0 164 0 165 0 166 0 167 0 168 0 169 0 170 0 171 0 172 0 173 0 174 0 179 0 180 0 181 0 183 0 184 0 185 0 186 0 187 0 188 0 189 0 192 0 193 0 194 0 195 0 196 0 197 0 198 0 199 0 200 0 201 0 202 0 203 0 204 0 206 0 207 0 208 0 210 0 211 0 212 0 213 0 214 0 219 0 220 0 222 0 223 0 224 0 226 0 227 0 228 0 231 0 235 0 237 0 240 0 242 0 243 0 245 0 247 0 248 0 253 0 256 0 258 0 259 0 261 0 262 0 263 0 264 0 265 0 267 0 268 0 272 0 275 0 282 0 290 0 292 0 298 0 299 0 300 0 308 0 309 0 310 0 314 0 325 0 326 0 327 0 328 0 329 0 330 0 340 0 341 0 342 0 343 0 344 0 348 0 350 0 351 0 352 0 353 0 356 0 363 0 366 0 375 0 377 0 378 0 381 0 382 0 383 0 386 0 387 0 388 0 389 0 Warning: The "Lmid" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "lm_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 "retention time" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_time". 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 "Lmid" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.