starting the job at: Tue Oct 14 15:08:48 CDT 2025 setting up the environment running the neurobiber labeling script [[13. ] [14. ] [11. ] ... [10. ] [14. ] [12.5]] Number of PCs explaining 90% variance: 15 Variance of each PCA component: [138.60156907 44.29951603 25.63179594 21.39857213 14.99271754 10.88014877 8.72969328 8.11497994 6.78712318 5.50912497 5.25006184 4.96444801 4.62359041 3.68257699 3.28506433] PC1: median_sentence_length: 0.994 normalized_CAP: -0.069 normalized_NNP: -0.050 normalized_NOMZ: -0.029 normalized_NUM: 0.026 normalized_DET: 0.024 normalized_ART: 0.020 normalized_PREP: 0.019 normalized_PIN: 0.019 normalized_RB: 0.016 PC2: normalized_CAP: 0.555 normalized_NNP: 0.554 normalized_DET: -0.298 normalized_ART: -0.232 normalized_PREP: -0.220 normalized_PIN: -0.220 sentence_count: -0.189 normalized_RB: -0.125 normalized_PRP: -0.110 normalized_SBJP: -0.110 PC3: normalized_NN: 0.509 normalized_PREP: 0.491 normalized_PIN: 0.491 normalized_CAP: 0.304 normalized_NNP: 0.279 normalized_DET: 0.143 sentence_count: -0.115 normalized_ART: 0.109 normalized_NOMZ: -0.098 normalized_INF: 0.095 PC4: normalized_NN: 0.683 sentence_count: -0.412 normalized_NNP: -0.295 normalized_PIN: -0.217 normalized_PREP: -0.217 normalized_CAP: -0.174 normalized_PRP: -0.173 normalized_SBJP: -0.173 normalized_RB: -0.142 normalized_JJ: 0.117 PC5: sentence_count: 0.718 normalized_NN: 0.358 normalized_DET: 0.228 normalized_PIN: -0.223 normalized_PREP: -0.223 normalized_ART: 0.221 normalized_NOMZ: -0.190 normalized_CAP: 0.186 normalized_INF: -0.137 normalized_JJ: -0.123 PC6: normalized_DET: 0.538 normalized_ART: 0.483 sentence_count: -0.398 normalized_PREP: -0.216 normalized_PIN: -0.216 normalized_CAP: 0.206 normalized_VPRT: 0.204 normalized_INDA: 0.186 normalized_NN: -0.142 normalized_X: -0.132 PC7: normalized_RB: 0.442 normalized_CAP: 0.343 normalized_PRP: 0.313 normalized_SBJP: 0.313 normalized_NNP: -0.278 normalized_VPRT: 0.234 normalized_ART: -0.232 normalized_NN: 0.229 normalized_DET: -0.208 normalized_NOMZ: -0.164 PC8: normalized_JJ: 0.504 normalized_CAP: 0.502 normalized_NNP: -0.468 normalized_NOMZ: 0.296 sentence_count: 0.150 normalized_X: -0.146 normalized_QUOT: -0.145 normalized_NN: -0.142 normalized_VPRT: -0.131 normalized_RB: -0.128 PC9: normalized_JJ: 0.637 normalized_VPRT: 0.357 normalized_NNP: 0.337 normalized_CAP: -0.265 normalized_INF: -0.258 normalized_QUOT: -0.224 normalized_RB: 0.204 normalized_X: -0.145 normalized_AUXB: 0.143 sentence_count: 0.135 PC10: normalized_INF: 0.691 normalized_QUOT: -0.415 normalized_VPRT: -0.263 normalized_RB: 0.222 normalized_TO: 0.184 normalized_PRP: -0.155 normalized_SBJP: -0.155 normalized_CONT: -0.138 normalized_NNP: 0.122 normalized_PIN: -0.120 PC11: normalized_QUOT: 0.714 normalized_JJ: 0.402 normalized_CONT: 0.295 normalized_INF: 0.294 normalized_NOMZ: -0.246 normalized_PRP: -0.126 normalized_SBJP: -0.126 normalized_X: 0.107 normalized_NUM: -0.076 normalized_CAP: 0.067 PC12: normalized_RB: 0.521 normalized_PRP: -0.426 normalized_SBJP: -0.426 normalized_JJ: -0.236 normalized_INF: -0.229 normalized_FPP1: -0.211 normalized_NNP: -0.184 normalized_CONJ: 0.129 normalized_XX0: 0.125 normalized_TO: -0.124 PC13: normalized_X: 0.808 normalized_NOMZ: -0.391 normalized_QUOT: -0.249 normalized_JJ: 0.163 sentence_count: -0.146 normalized_NNP: -0.126 normalized_CAP: 0.107 normalized_CONT: -0.097 normalized_VPRT: 0.096 normalized_RB: -0.071 PC14: normalized_VPRT: 0.514 normalized_AUXB: 0.496 normalized_RB: -0.346 normalized_PASS: 0.221 normalized_INF: 0.218 normalized_NOMZ: 0.215 normalized_BEMA: 0.161 normalized_JJ: -0.161 normalized_VBD: -0.137 normalized_NUM: -0.136 PC15: normalized_NOMZ: 0.554 normalized_NUM: -0.544 normalized_X: 0.438 normalized_RB: 0.239 sentence_count: 0.146 normalized_NNP: 0.135 normalized_AUXB: -0.116 normalized_NN: 0.105 normalized_CONT: 0.104 normalized_INF: -0.101 Top 10 PC1 values: PC1 PC2 ... AuthorPHID date_created 16080 525.102703 48.280630 ... PHID-USER-zjzhrhmn36icnzbckqy4 1350678600 18859 77.466344 3.706703 ... PHID-USER-ll6tmaogat2b5q7tnqas 1405358040 20378 69.473292 -5.921977 ... PHID-USER-ynivjflmc2dcl6w5ut5v 1407551580 8874 67.305410 6.587019 ... PHID-USER-ydswvwhh5pm4lshahjje 1371667800 6468 52.113083 12.698065 ... PHID-USER-azy72hrp3tpetr52aob6 1378208100 18692 43.220624 8.230008 ... PHID-USER-arjqb24x4oae7awzpfp6 1411431840 5607 42.720768 1.581160 ... PHID-USER-ynivjflmc2dcl6w5ut5v 1360124400 19479 41.065047 8.286151 ... PHID-USER-ynivjflmc2dcl6w5ut5v 1406854860 13751 38.405351 6.445956 ... PHID-USER-v7vgzvvcw7v2umf737ri 1380947640 6503 37.060191 -2.635433 ... PHID-USER-qgqq35kbi5wss2tlgmhg 1377865740 [10 rows x 25 columns] Bottom 10 PC1 values: PC1 PC2 ... AuthorPHID date_created 19173 -14.819594 38.839843 ... PHID-USER-doeppszazlm3r7xah4il 1416964345 23533 -14.098760 31.956092 ... PHID-USER-sai77mtxmpqnm6pycyvz 1424498718 24553 -14.098553 31.953701 ... PHID-USER-sai77mtxmpqnm6pycyvz 1424498559 23532 -14.098346 31.951309 ... PHID-USER-sai77mtxmpqnm6pycyvz 1424498772 129 -13.767257 2.442547 ... PHID-USER-hyfm4swq76s4j642w46x 1375120080 22245 -12.327433 30.418183 ... PHID-USER-v7vgzvvcw7v2umf737ri 1438377936 752 -12.170613 17.171274 ... PHID-USER-sx63fwaih5kjt7bz4u6z 1380590700 2120 -11.607147 -10.509373 ... PHID-USER-xfe43w2lb5gpvglf4coa 1367008080 22153 -11.098587 7.351805 ... PHID-USER-a6p24cvyblhfzc7we7nc 1438982860 24847 -10.908633 15.377024 ... PHID-USER-srhlj2447vmpmrfhqnfa 1417632210 [10 rows x 25 columns] Top 10 PC2 values: PC1 PC2 ... AuthorPHID date_created 16080 525.102703 48.280630 ... PHID-USER-zjzhrhmn36icnzbckqy4 1350678600 19173 -14.819594 38.839843 ... PHID-USER-doeppszazlm3r7xah4il 1416964345 23127 -1.787399 32.727692 ... PHID-USER-myidf5vlkwvrgp2iwn76 1433839792 23533 -14.098760 31.956092 ... PHID-USER-sai77mtxmpqnm6pycyvz 1424498718 24553 -14.098553 31.953701 ... PHID-USER-sai77mtxmpqnm6pycyvz 1424498559 23532 -14.098346 31.951309 ... PHID-USER-sai77mtxmpqnm6pycyvz 1424498772 18500 13.647382 30.709395 ... PHID-USER-hbffue25ov3attlvclze 1387662960 22245 -12.327433 30.418183 ... PHID-USER-v7vgzvvcw7v2umf737ri 1438377936 22023 -7.400000 29.037196 ... PHID-USER-a6p24cvyblhfzc7we7nc 1440568477 14809 -2.186555 28.072103 ... PHID-USER-zjzhrhmn36icnzbckqy4 1379900100 [10 rows x 25 columns] Bottom 10 PC2 values: PC1 PC2 ... AuthorPHID date_created 23485 -1.065773 -15.903250 ... PHID-USER-u7udgblfyop6qd5wxot6 1425991276 22060 4.042133 -15.132236 ... PHID-USER-2nnm76h4ykalvvref2ye 1440412099 5792 -2.696513 -15.036399 ... PHID-USER-grpjkpfolt5gz4ljlbfg 1355334540 1436 -0.480107 -15.016999 ... PHID-USER-tyjmn7xcw6s2b6rqagj7 1373878680 22799 -5.139569 -14.977697 ... PHID-USER-fjve3gq5wsmaaccti7pb 1430752987 22845 -0.877723 -14.762675 ... PHID-USER-2nnm76h4ykalvvref2ye 1440085454 7451 9.897529 -14.392291 ... PHID-USER-ysftv67jxeaxdwcakvwo 1374347580 9423 10.013728 -14.381035 ... PHID-USER-zzvqlvm6i6kml4tfnqvq 1369411380 1228 -2.448487 -13.906291 ... PHID-USER-ysftv67jxeaxdwcakvwo 1374765240 2775 3.664323 -13.485623 ... PHID-USER-dw53c5cb2qfhyemej57o 1377068880 [10 rows x 25 columns] job finished, cleaning up job pau at: Tue Oct 14 15:09:18 CDT 2025