Validation Log 2025-12-15 02:05:46.076017 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005280/mwtab/json Study ID: ST003220 Analysis ID: AN005280 File format: json Status: Contains Validation Issues Number of Issues: 67 Number of Warnings: 66 Number of Value Errors: 66 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "65", 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" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][1] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][2] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][3] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][4] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][5] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][6] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][7] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][8] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][9] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][10] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][11] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][12] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][13] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][14] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][15] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][16] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][17] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][18] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][19] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][20] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][21] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][22] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][23] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][24] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][25] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][26] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][27] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][28] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][29] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][30] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][31] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][32] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][33] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][34] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][35] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][36] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][37] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][38] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][39] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][40] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][41] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][42] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][43] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][44] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][45] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][46] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][47] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][48] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][49] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][50] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][51] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][52] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][53] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][54] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][55] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][56] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][57] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][58] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][59] has the following duplicate keys in its Additional sample data: "RAW_FILE_NAME" Warning: The "m/z" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". 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 "ion polarity" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "ion". 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 "ion polarity" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "ion", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 0 positive 1 positive 2 positive 3 positive 4 positive 5 positive 6 positive 7 positive 8 positive 9 positive 10 positive 11 positive 12 positive 13 positive 14 positive 15 positive 16 positive 17 positive 18 positive 19 positive 20 positive 21 positive 22 positive 23 positive 24 positive 25 positive 26 positive 27 positive 28 positive 29 positive 30 positive 31 positive 32 positive 33 positive 34 positive 35 positive 36 positive 37 positive 38 positive 39 positive 40 positive 41 positive 42 positive 43 positive 44 positive 45 positive 46 positive 47 positive 48 positive 49 positive 50 positive 51 positive 52 positive 53 positive 54 positive 55 positive 56 positive 57 positive 58 positive 59 positive 60 positive 61 positive 62 positive 63 positive 64 positive 65 positive 66 positive 67 positive 68 positive 69 positive 70 positive 71 positive 72 positive 73 positive 74 positive 75 positive 76 positive 77 positive 78 positive 79 positive 80 positive 81 positive 82 positive 83 positive 84 positive 85 positive 86 positive 87 positive 88 positive 89 positive 90 positive 91 positive 92 positive 93 positive 94 positive 95 positive 96 positive 97 positive 98 positive 99 positive 100 positive 101 positive 102 positive 103 positive 104 positive 105 positive 106 positive 107 positive 108 positive 109 positive 110 positive 111 positive 112 positive 113 positive 114 positive 115 positive 116 positive 117 positive 118 positive 119 positive 120 positive 121 positive 122 positive 123 positive 124 positive 125 positive 126 positive 127 positive 128 positive 129 positive 130 positive 131 positive 132 positive 133 positive 134 positive 135 positive 136 positive 137 positive 138 positive 139 positive 140 positive 141 positive 142 positive 143 positive 144 positive 145 positive 146 positive 147 positive 148 positive 149 positive 150 positive 151 positive 152 positive 153 positive 154 positive 155 positive 156 positive 157 positive 158 positive 159 positive 160 positive 161 positive 162 positive 163 positive 164 positive 165 positive 166 positive 167 positive 168 positive 169 positive 170 positive 171 positive 172 positive 173 positive 174 positive 175 positive 176 positive 177 positive 178 positive 179 positive 180 positive 181 positive 182 positive 183 positive 184 positive 185 positive 186 positive 187 positive 188 positive 189 positive 190 positive 191 positive 192 positive 193 positive 194 positive 195 positive 196 positive 197 positive 198 positive 199 positive 200 positive 201 positive 202 positive 203 positive 204 positive 205 positive 206 positive 207 positive 208 positive 209 positive 210 positive 211 positive 212 positive 213 positive 214 positive 215 positive 216 positive 217 positive 218 positive 219 positive 220 positive 221 positive 222 positive 223 positive 224 positive 225 positive 226 positive 227 positive 228 positive 229 positive 230 positive 231 positive 232 positive 233 positive 234 positive 235 positive 236 positive 237 positive 238 positive 239 positive 240 positive 241 positive 242 positive 243 positive 244 positive 245 positive 246 positive 247 positive 248 positive 249 positive 250 positive 251 positive 252 positive 253 positive 254 positive 255 positive 256 positive 257 positive 258 positive 259 positive 260 positive 261 positive 262 positive 263 positive 264 positive 265 positive 266 positive 267 positive 268 positive 269 positive 270 positive 271 positive 272 positive 273 positive 274 positive 275 positive 276 positive 277 positive 278 positive 279 positive 280 positive 281 positive 282 positive 283 positive 284 positive 285 positive 286 positive 287 positive 288 positive 289 positive 290 positive 291 positive 292 positive 293 positive 294 positive 295 positive 296 positive 297 positive 298 positive 299 positive 300 positive 301 positive 302 positive 303 positive 304 positive 305 positive 306 positive 307 positive 308 positive 309 positive 310 positive 311 positive 312 positive 313 positive 314 positive 315 positive 316 positive 317 positive 318 positive 319 positive 320 positive 321 positive 322 positive 323 positive 324 positive 325 positive 326 positive 327 positive 328 positive 329 positive 330 positive 331 positive 332 positive 333 positive 334 positive 335 positive 336 positive 337 positive 338 positive 339 positive 340 positive 341 positive 342 positive 343 positive 344 positive 345 positive 346 positive 347 positive 348 positive 349 positive 350 positive 351 positive 352 positive 353 positive 354 positive 355 positive 356 positive 357 positive 358 positive 359 positive 360 positive 361 positive 362 positive 363 positive 364 positive 365 positive 366 positive 367 positive 368 positive 369 positive 370 positive 371 positive 372 positive 373 positive 374 positive 375 positive 376 positive 377 positive 378 positive 379 positive 380 positive 381 positive 382 positive 383 positive 384 positive 385 positive 386 positive 387 positive 388 positive 389 positive 390 positive 391 positive 392 positive 393 positive 394 positive 395 positive 396 positive 397 positive 398 positive 399 positive 400 positive 401 positive 402 positive 403 positive 404 positive 405 positive 406 positive 407 positive 408 positive 409 positive 410 positive 411 positive 412 positive 413 positive 414 positive 415 positive 416 positive 417 positive 418 positive 419 positive 420 positive 421 positive 422 positive 423 positive 424 positive 425 positive 426 positive 427 positive 428 positive 429 positive 430 positive 431 positive 432 positive 433 positive 434 positive 435 positive 436 positive 437 positive 438 positive 439 positive 440 positive 441 positive 442 positive 443 positive 444 positive 445 positive 446 positive 447 positive 448 positive 449 positive 450 positive 451 positive 452 positive 453 positive 454 positive 455 positive 456 positive 457 positive 458 positive 459 positive 460 positive 461 positive 462 positive 463 positive 464 positive 465 positive 466 positive 467 positive 468 positive 469 positive 470 positive 471 positive 472 positive 473 positive 474 positive 475 positive 476 positive 477 positive 478 positive 479 positive 480 positive 481 positive 482 positive 483 positive 484 positive 485 positive 486 positive 487 positive 488 positive 489 positive 490 positive 491 positive 492 positive 493 positive 494 positive 495 positive 496 positive 497 positive 498 positive 499 positive 500 positive 501 positive 502 positive 503 positive 504 positive 505 positive 506 positive 507 positive 508 positive 509 positive 510 positive 511 positive 512 positive 513 positive 514 positive 515 positive 516 positive 517 positive 518 positive 519 positive 520 positive 521 positive 522 positive 523 positive 524 positive 525 positive 526 positive Warning: The "RT (min)" column at position 3 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 "ion polarity" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "polarity". 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 column, "ion polarity", in the ["MS_METABOLITE_DATA"]["Metabolites"] table was matched to multiple standard names, ['ion', 'polarity']. This is a good indication that the values in that column should be split into the appropriate individual columns.