starting the job at: Thu Sep 25 09:36:43 CDT 2025 setting up the environment running the neurobiber labeling script Variance of each PCA component: [44.08472997 25.31736287 20.0163717 11.80556907 8.85200058 8.36660391 7.01387796 5.63183426 5.24412874 4.94069135 4.84193359 3.82172419 3.45601167 2.49140408 2.30451175 2.05674872 1.83560413 1.81691694] PC1: BIN_CAP: 0.573 BIN_NNP: 0.571 BIN_DET: -0.294 BIN_ART: -0.230 BIN_PIN: -0.226 BIN_PREP: -0.226 BIN_RB: -0.127 BIN_INF: -0.109 BIN_PRP: -0.106 BIN_SBJP: -0.106 PC2: BIN_PIN: 0.493 BIN_PREP: 0.493 BIN_NN: 0.473 BIN_CAP: 0.340 BIN_NNP: 0.304 BIN_DET: 0.149 BIN_ART: 0.114 BIN_NOMZ: -0.107 BIN_INF: 0.093 BIN_CONJ: 0.073 PC3: BIN_NN: 0.803 BIN_PREP: -0.242 BIN_PIN: -0.242 BIN_NNP: -0.232 BIN_PRP: -0.195 BIN_SBJP: -0.195 BIN_RB: -0.173 BIN_INF: -0.131 BIN_FPP1: -0.091 BIN_VPRT: -0.089 PC4: BIN_DET: 0.588 BIN_ART: 0.529 BIN_PREP: -0.287 BIN_PIN: -0.287 BIN_CAP: 0.245 BIN_INDA: 0.186 BIN_VPRT: 0.173 BIN_JJ: -0.142 BIN_NNP: 0.122 BIN_NOMZ: -0.121 PC5: BIN_CAP: 0.443 BIN_RB: 0.405 BIN_NNP: -0.371 BIN_PRP: 0.300 BIN_SBJP: 0.300 BIN_VPRT: 0.213 BIN_ART: -0.211 BIN_DET: -0.190 BIN_NN: 0.183 BIN_FPP1: 0.154 PC6: BIN_JJ: 0.539 BIN_CAP: 0.393 BIN_NOMZ: 0.391 BIN_NNP: -0.353 BIN_NN: -0.210 BIN_X: -0.170 BIN_QUOT: -0.166 BIN_RB: -0.163 BIN_ART: 0.132 BIN_NUM: -0.131 PC7: BIN_JJ: 0.573 BIN_NNP: 0.397 BIN_VPRT: 0.377 BIN_CAP: -0.305 BIN_RB: 0.259 BIN_QUOT: -0.233 BIN_X: -0.185 BIN_INF: -0.168 BIN_AUXB: 0.161 BIN_NN: 0.094 PC8: BIN_INF: 0.732 BIN_QUOT: -0.313 BIN_VPRT: -0.246 BIN_RB: 0.203 BIN_TO: 0.192 BIN_NUM: -0.164 BIN_NOMZ: 0.158 BIN_NNP: 0.141 BIN_PREP: -0.125 BIN_PIN: -0.125 PC9: BIN_QUOT: 0.698 BIN_JJ: 0.410 BIN_INF: 0.305 BIN_CONT: 0.292 BIN_NOMZ: -0.266 BIN_PRP: -0.125 BIN_SBJP: -0.125 BIN_X: 0.107 BIN_RB: 0.076 BIN_NUM: -0.071 PC10: BIN_RB: 0.513 BIN_PRP: -0.422 BIN_SBJP: -0.422 BIN_FPP1: -0.203 BIN_NNP: -0.192 BIN_X: 0.184 BIN_INF: -0.176 BIN_NUM: 0.154 BIN_NOMZ: -0.151 BIN_JJ: -0.148 PC11: BIN_X: 0.628 BIN_NOMZ: -0.458 BIN_QUOT: -0.367 BIN_JJ: 0.319 BIN_NUM: 0.173 BIN_CONT: -0.172 BIN_RB: -0.137 BIN_INF: 0.114 BIN_PRP: 0.102 BIN_SBJP: 0.101 PC12: BIN_VPRT: 0.476 BIN_X: 0.476 BIN_NUM: -0.372 BIN_AUXB: 0.360 BIN_NOMZ: 0.302 BIN_RB: -0.226 BIN_PASS: 0.170 BIN_JJ: -0.155 BIN_VBD: -0.115 BIN_BEMA: 0.104 PC13: BIN_X: 0.426 BIN_NUM: -0.421 BIN_RB: 0.359 BIN_AUXB: -0.351 BIN_NOMZ: 0.306 BIN_VPRT: -0.254 BIN_INF: -0.219 BIN_PASS: -0.148 BIN_TO: -0.136 BIN_BEMA: -0.135 PC14: BIN_AUXB: 0.479 BIN_VPRT: -0.447 BIN_NUM: -0.395 BIN_VBD: 0.287 BIN_CONT: -0.242 BIN_NOMZ: -0.211 BIN_PASS: 0.211 BIN_BEMA: 0.168 BIN_INF: -0.157 BIN_PGAS: 0.149 PC15: BIN_NUM: 0.584 BIN_NOMZ: 0.435 BIN_AUXB: 0.324 BIN_VPRT: -0.210 BIN_X: 0.197 BIN_PGAS: -0.180 BIN_RB: 0.167 BIN_BEMA: 0.160 BIN_QUOT: 0.146 BIN_VBD: 0.140 PC16: BIN_PGAS: 0.697 BIN_CONJ: -0.431 BIN_CCONJ: -0.380 BIN_SCONJ: 0.223 BIN_WH: 0.139 BIN_TO: 0.135 BIN_WZPRES: 0.130 BIN_GER: 0.090 BIN_NUM: 0.084 BIN_PASS: -0.082 PC17: BIN_CCONJ: 0.491 BIN_PGAS: 0.452 BIN_CONJ: 0.359 BIN_CONT: -0.341 BIN_QUOT: 0.191 BIN_VPRT: 0.177 BIN_NUM: 0.176 BIN_XX0: -0.173 BIN_VBD: -0.167 BIN_SPAU: -0.146 PC18: BIN_CCONJ: 0.666 BIN_CONJ: -0.493 BIN_CONT: 0.275 BIN_VBD: 0.170 BIN_XX0: 0.140 BIN_INDA: -0.138 BIN_ANDC: 0.138 BIN_NUM: 0.132 BIN_PRIV: -0.116 BIN_FPP1: 0.103 Top 10 PC1 values: PC1 PC2 ... priority closed_relevance 19873 40.267200 26.528755 ... Medium False 24120 34.012764 7.436658 ... Low False 24529 33.020514 7.624464 ... Needs Triage False 25549 33.018302 7.622737 ... Medium False 24528 33.016089 7.621010 ... Needs Triage True 23238 31.348286 5.402173 ... Medium False 18729 29.627919 4.690955 ... Needs Triage True 23016 29.595518 8.870229 ... Medium False 14849 28.191116 6.625144 ... Low False 21214 28.191116 6.625144 ... Low True [10 rows x 26 columns] Bottom 10 PC1 values: PC1 PC2 ... priority closed_relevance 24481 -16.862586 13.863453 ... Needs Triage True 23053 -16.174624 12.133559 ... Medium False 23838 -15.421295 13.308099 ... Low False 25791 -15.127553 14.746424 ... Medium True 7451 -14.574686 5.821303 ... Medium False 24467 -13.905417 7.936462 ... Needs Triage True 23436 -13.827143 7.507781 ... Medium False 24293 -13.667374 0.891979 ... Unbreak Now! True 11814 -13.418003 7.854756 ... Low False 968 -13.358491 0.305388 ... Needs Triage True [10 rows x 26 columns] Top 10 PC2 values: PC1 PC2 ... priority closed_relevance 25606 6.196829 29.809964 ... Medium True 21956 27.542757 27.763075 ... Needs Triage True 25078 -4.462216 27.186434 ... High False 19873 40.267200 26.528755 ... Medium False 25820 -3.022591 23.093162 ... Medium True 25814 20.151634 22.681554 ... Medium True 13345 6.035595 21.910339 ... Lowest NaN 22013 6.861197 21.673434 ... Needs Triage True 23022 0.808467 21.111863 ... Medium False 21966 -7.056224 20.953599 ... Needs Triage True [10 rows x 26 columns] Bottom 10 PC2 values: PC1 PC2 ... priority closed_relevance 3134 5.606805 -12.562127 ... High True 654 -0.797645 -12.364185 ... Unbreak Now! True 16289 -0.897011 -12.328128 ... Medium False 1207 4.714780 -12.127148 ... Needs Triage True 1885 15.889004 -12.071062 ... Needs Triage True 18211 6.521166 -11.920065 ... Needs Triage True 2934 0.069845 -11.739971 ... High False 25122 -1.657588 -11.388235 ... Medium True 13276 15.441209 -11.380360 ... Lowest False 2109 -2.166594 -11.371418 ... Needs Triage True [10 rows x 26 columns] job finished, cleaning up job pau at: Thu Sep 25 09:37:24 CDT 2025