starting the job at: Thu Sep 25 10:05:44 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 PC3 ... id week_index priority 19873 40.267200 26.528755 -11.406833 ... 75953 -32 Medium 24120 34.012764 7.436658 -10.042571 ... 101814 -4 Low 24529 33.020514 7.624464 0.683570 ... 90329 -19 Needs Triage 25549 33.018302 7.622737 0.683000 ... 90328 -19 Medium 24528 33.016089 7.621010 0.682431 ... 90330 -19 Needs Triage 23238 31.348286 5.402173 -6.263101 ... 107627 4 Medium 18729 29.627919 4.690955 -5.130935 ... 60818 -80 Needs Triage 23016 29.595518 8.870229 -12.256826 ... 110277 7 Medium 14849 28.191116 6.625144 -7.271761 ... 56457 3 Low 21214 28.191116 6.625144 -7.271761 ... 56457 -93 Low [10 rows x 25 columns] Bottom 10 PC1 values: PC1 PC2 PC3 ... id week_index priority 24481 -16.862586 13.863453 8.545495 ... 92256 -17 Needs Triage 23053 -16.174624 12.133559 0.579284 ... 110020 7 Medium 23838 -15.421295 13.308099 -0.838241 ... 109719 7 Low 25791 -15.127553 14.746424 22.119623 ... 85189 -28 Medium 7451 -14.574686 5.821303 4.386196 ... 53758 2 Medium 24467 -13.905417 7.936462 2.001860 ... 92606 -16 Needs Triage 23436 -13.827143 7.507781 -2.056608 ... 103919 -1 Medium 24293 -13.667374 0.891979 -6.145701 ... 88897 -21 Unbreak Now! 11814 -13.418003 7.854756 -1.595019 ... 52497 0 Low 968 -13.358491 0.305388 -3.980203 ... 55409 8 Needs Triage [10 rows x 25 columns] Top 10 PC2 values: PC1 PC2 PC3 ... id week_index priority 25606 6.196829 29.809964 23.877767 ... 88139 -22 Medium 21956 27.542757 27.763075 7.924919 ... 105099 0 Needs Triage 25078 -4.462216 27.186434 1.860348 ... 85326 -27 High 19873 40.267200 26.528755 -11.406833 ... 75953 -32 Medium 25820 -3.022591 23.093162 -0.361349 ... 78160 -30 Medium 25814 20.151634 22.681554 3.346066 ... 78837 -29 Medium 13345 6.035595 21.910339 -6.417684 ... 51999 -2 Lowest 22013 6.861197 21.673434 -7.690901 ... 103771 -1 Needs Triage 23022 0.808467 21.111863 12.735632 ... 110276 7 Medium 21966 -7.056224 20.953599 3.715673 ... 104656 0 Needs Triage [10 rows x 25 columns] Bottom 10 PC2 values: PC1 PC2 PC3 ... id week_index priority 3134 5.606805 -12.562127 3.104184 ... 54102 3 High 654 -0.797645 -12.364185 4.558365 ... 49434 -11 Unbreak Now! 16289 -0.897011 -12.328128 10.193536 ... 43224 -45 Medium 1207 4.714780 -12.127148 4.095656 ... 54103 3 Needs Triage 1885 15.889004 -12.071062 -5.011946 ... 52106 -1 Needs Triage 18211 6.521166 -11.920065 4.671982 ... 73532 -40 Needs Triage 2934 0.069845 -11.739971 3.000846 ... 54499 4 High 25122 -1.657588 -11.388235 -4.465696 ... 97316 -10 Medium 13276 15.441209 -11.380360 -3.592736 ... 52804 0 Lowest 2109 -2.166594 -11.371418 -0.979264 ... 49816 -9 Needs Triage [10 rows x 25 columns] job finished, cleaning up job pau at: Thu Sep 25 10:06:30 CDT 2025