starting the job at: Tue Sep 23 16:37:06 CDT 2025 setting up the environment running the neurobiber labeling script Variance of each PCA component: [88.92832185 39.46471687 32.34601523 20.19544345 14.0083261 11.5837521 7.82584723 6.89064989 6.07988254 5.80726367 5.49782354 4.50587747 4.31482409 2.81997326 2.62989708 2.27205352 2.09396341 2.00076119] PC1: BIN_NNP: 0.760 BIN_CAP: 0.524 BIN_DET: -0.166 BIN_PREP: -0.157 BIN_PIN: -0.157 BIN_ART: -0.126 BIN_NN: -0.119 BIN_RB: -0.076 BIN_INF: -0.070 BIN_VPRT: -0.069 PC2: BIN_PREP: 0.473 BIN_PIN: 0.473 BIN_NNP: 0.426 BIN_DET: 0.323 BIN_ART: 0.240 BIN_NOMZ: -0.233 BIN_VPRT: 0.142 BIN_RB: 0.132 BIN_SBJP: 0.119 BIN_PRP: 0.119 PC3: BIN_CAP: 0.727 BIN_NN: 0.546 BIN_NNP: -0.363 BIN_PREP: 0.102 BIN_PIN: 0.102 BIN_DET: 0.058 BIN_ART: 0.056 BIN_SBJP: -0.048 BIN_PRP: -0.048 BIN_PRIV: 0.036 PC4: BIN_NN: 0.659 BIN_CAP: -0.391 BIN_PRP: -0.260 BIN_SBJP: -0.260 BIN_NNP: 0.247 BIN_RB: -0.236 BIN_ART: 0.141 BIN_FPP1: -0.130 BIN_INF: -0.128 BIN_PREP: -0.127 PC5: BIN_DET: 0.485 BIN_ART: 0.422 BIN_PIN: -0.421 BIN_PREP: -0.421 BIN_RB: 0.245 BIN_VPRT: 0.196 BIN_INDA: 0.142 BIN_NOMZ: -0.123 BIN_PRP: 0.108 BIN_SBJP: 0.108 PC6: BIN_NOMZ: 0.368 BIN_NN: -0.345 BIN_DET: 0.344 BIN_RB: -0.339 BIN_ART: 0.326 BIN_JJ: 0.324 BIN_PRP: -0.262 BIN_SBJP: -0.262 BIN_FPP1: -0.144 BIN_INDA: 0.128 PC7: BIN_JJ: 0.448 BIN_X: -0.439 BIN_QUOT: -0.375 BIN_NOMZ: 0.312 BIN_NN: 0.271 BIN_RB: 0.231 BIN_NUM: -0.179 BIN_VPRT: 0.179 BIN_INF: -0.169 BIN_NNP: 0.164 PC8: BIN_RB: 0.623 BIN_PRP: -0.415 BIN_SBJP: -0.415 BIN_FPP1: -0.240 BIN_INF: 0.233 BIN_JJ: 0.150 BIN_AUXB: 0.147 BIN_NOMZ: -0.143 BIN_XX0: 0.110 BIN_SPAU: 0.103 PC9: BIN_INF: 0.712 BIN_VPRT: -0.427 BIN_TO: 0.206 BIN_X: -0.190 BIN_AUXB: -0.179 BIN_NUM: -0.173 BIN_QUOT: -0.161 BIN_NOMZ: 0.159 BIN_CONJ: -0.122 BIN_PRIV: 0.102 PC10: BIN_QUOT: 0.726 BIN_JJ: 0.496 BIN_CONT: 0.327 BIN_X: -0.170 BIN_NUM: -0.149 BIN_INF: 0.134 BIN_PASS: -0.080 BIN_NOMZ: -0.074 BIN_NN: 0.068 BIN_AUXB: -0.060 PC11: BIN_X: 0.620 BIN_JJ: 0.575 BIN_NOMZ: -0.292 BIN_QUOT: -0.288 BIN_INF: 0.131 BIN_PRP: 0.125 BIN_SBJP: 0.125 BIN_CONT: -0.123 BIN_RB: -0.092 BIN_FPP1: 0.085 PC12: BIN_VPRT: 0.529 BIN_AUXB: 0.431 BIN_RB: -0.404 BIN_INF: 0.364 BIN_TO: 0.187 BIN_ART: -0.186 BIN_PASS: 0.183 BIN_VBD: -0.158 BIN_BEMA: 0.128 BIN_DEMP: 0.110 PC13: BIN_NUM: 0.554 BIN_X: -0.544 BIN_NOMZ: -0.509 BIN_JJ: 0.160 BIN_RB: -0.156 BIN_QUOT: -0.124 BIN_CONT: -0.109 BIN_NN: -0.103 BIN_VPRT: -0.081 BIN_NNP: -0.073 PC14: BIN_NUM: 0.595 BIN_NOMZ: 0.366 BIN_VPRT: 0.348 BIN_AUXB: -0.332 BIN_VBD: -0.262 BIN_PASS: -0.188 BIN_CONT: 0.161 BIN_INF: 0.157 BIN_PGAS: -0.118 BIN_CONJ: -0.118 PC15: BIN_AUXB: 0.484 BIN_NUM: 0.450 BIN_NOMZ: 0.315 BIN_VPRT: -0.307 BIN_VBD: 0.262 BIN_PASS: 0.207 BIN_BEMA: 0.194 BIN_CONJ: 0.170 BIN_PRIV: -0.162 BIN_QUOT: 0.159 PC16: BIN_CONJ: 0.673 BIN_PGAS: -0.355 BIN_CCONJ: 0.324 BIN_SCONJ: -0.247 BIN_TO: -0.197 BIN_VBD: -0.185 BIN_WH: -0.164 BIN_FPP1: -0.128 BIN_PRIV: 0.113 BIN_DEMP: -0.096 PC17: BIN_CCONJ: 0.471 BIN_CONT: 0.462 BIN_INDA: -0.260 BIN_XX0: 0.221 BIN_SCONJ: -0.216 BIN_CONJ: -0.210 BIN_SPAU: 0.199 BIN_DET: 0.197 BIN_FPP1: 0.196 BIN_QUOT: -0.185 PC18: BIN_PGAS: 0.578 BIN_CCONJ: 0.564 BIN_CONT: -0.268 BIN_PRIV: -0.235 BIN_ANDC: 0.144 BIN_PASS: -0.143 BIN_QUOT: 0.138 BIN_SPAU: -0.125 BIN_VBD: -0.115 BIN_NOMZ: 0.114 Top 10 PC1 values: PC1 PC2 ... priority closed_relevance 19873 125.128650 24.461032 ... Medium False 21956 125.128650 24.461032 ... Needs Triage True 22010 125.128650 24.461032 ... Needs Triage True 24528 125.128650 24.461032 ... Needs Triage True 24529 125.128650 24.461032 ... Needs Triage False 25549 125.128650 24.461032 ... Medium False 6329 72.728923 28.262157 ... Medium False 11288 72.728923 28.262157 ... Low False 22332 72.728923 28.262157 ... High True 22731 72.728923 28.262157 ... Medium True [10 rows x 26 columns] Bottom 10 PC1 values: PC1 PC2 ... priority closed_relevance 12503 -16.333841 17.142328 ... Low NaN 3462 -15.759184 15.368325 ... High NaN 23838 -14.821270 17.471553 ... Low False 25791 -14.806017 12.439508 ... Medium True 23053 -14.399838 15.867529 ... Medium False 24180 -14.046494 12.993193 ... Low True 11814 -14.009692 13.953416 ... Low False 24699 -13.848945 15.308788 ... Needs Triage True 24214 -13.701324 11.951003 ... Low False 24467 -13.680693 11.614764 ... Needs Triage True [10 rows x 26 columns] Top 10 PC2 values: PC1 PC2 PC3 ... week_index priority closed_relevance 6329 72.728923 28.262157 -52.466963 ... 10 Medium False 11288 72.728923 28.262157 -52.466963 ... 2 Low False 22332 72.728923 28.262157 -52.466963 ... 4 High True 22731 72.728923 28.262157 -52.466963 ... 10 Medium True 23016 72.728923 28.262157 -52.466963 ... 7 Medium False 23022 72.728923 28.262157 -52.466963 ... 7 Medium False 23086 72.728923 28.262157 -52.466963 ... 6 Medium False 23238 72.728923 28.262157 -52.466963 ... 4 Medium False 25606 72.728923 28.262157 -52.466963 ... -22 Medium True 25843 72.728923 28.262157 -52.466963 ... -31 Medium True [10 rows x 26 columns] Bottom 10 PC2 values: PC1 PC2 PC3 ... week_index priority closed_relevance 741 1.197394 -18.726602 -5.305851 ... -33 Unbreak Now! True 6492 1.197394 -18.726602 -5.305851 ... 8 Medium False 6495 1.197394 -18.726602 -5.305851 ... 8 Medium False 8834 1.197394 -18.726602 -5.305851 ... -2 Medium False 9292 1.197394 -18.726602 -5.305851 ... -4 Medium True 9419 1.197394 -18.726602 -5.305851 ... -6 Medium NaN 10686 1.197394 -18.726602 -5.305851 ... 8 Low NaN 11301 1.197394 -18.726602 -5.305851 ... 2 Low True 11306 1.197394 -18.726602 -5.305851 ... 2 Low True 11312 1.197394 -18.726602 -5.305851 ... 2 Low True [10 rows x 26 columns] job finished, cleaning up job pau at: Tue Sep 23 16:37:56 CDT 2025