starting the job at: Thu Sep 25 09:52:47 CDT 2025 setting up the environment running the neurobiber labeling script Variance of each PCA component: [259.38215213 83.11803664 67.16301107 61.78747188 38.94875996 32.78688889 26.45592105 21.9280629 18.734197 16.29485568 13.48304855 11.50594609 10.77855857 9.30674176 8.96113511 8.35521401 8.17815209 7.13194427] PC1: BIN_CAP: 0.680 BIN_NNP: 0.647 BIN_DET: -0.151 BIN_PREP: -0.128 BIN_PIN: -0.128 BIN_VPRT: -0.091 BIN_ART: -0.090 BIN_RB: -0.086 BIN_PRP: -0.077 BIN_SBJP: -0.077 PC2: BIN_NN: 0.744 BIN_NNP: -0.320 BIN_RB: -0.256 BIN_CAP: 0.242 BIN_PRP: -0.224 BIN_SBJP: -0.224 BIN_VPRT: -0.163 BIN_FPP1: -0.113 BIN_NUM: 0.104 BIN_INF: -0.092 PC3: BIN_CAP: 0.661 BIN_NNP: -0.491 BIN_RB: 0.266 BIN_PRP: 0.223 BIN_SBJP: 0.223 BIN_VPRT: 0.137 BIN_X: -0.128 BIN_PIN: 0.125 BIN_PREP: 0.125 BIN_FPP1: 0.124 PC4: BIN_PIN: 0.649 BIN_PREP: 0.649 BIN_NNP: 0.256 BIN_CONJ: 0.157 BIN_RB: -0.156 BIN_NN: -0.089 BIN_TO: 0.081 BIN_X: -0.078 BIN_VPRT: -0.057 BIN_INF: 0.052 PC5: BIN_DET: 0.622 BIN_ART: 0.381 BIN_X: -0.273 BIN_VPRT: 0.264 BIN_NN: 0.262 BIN_NNP: 0.243 BIN_AUXB: 0.222 BIN_NUM: -0.187 BIN_INF: -0.164 BIN_INDA: 0.158 PC6: BIN_NN: 0.486 BIN_PRP: 0.464 BIN_SBJP: 0.464 BIN_FPP1: 0.239 BIN_NNP: 0.238 BIN_DET: -0.179 BIN_AUXB: -0.174 BIN_PASS: -0.144 BIN_CAP: -0.135 BIN_PIT: 0.128 PC7: BIN_RB: 0.787 BIN_NN: 0.266 BIN_PRP: -0.188 BIN_SBJP: -0.188 BIN_DET: -0.182 BIN_NNP: 0.154 BIN_JJ: -0.153 BIN_X: -0.150 BIN_TIME: 0.134 BIN_ART: -0.129 PC8: BIN_JJ: 0.667 BIN_INF: 0.352 BIN_VPRT: -0.326 BIN_ART: 0.234 BIN_PASS: -0.220 BIN_AUXB: -0.219 BIN_NUM: -0.210 BIN_CONJ: -0.149 BIN_RB: 0.126 BIN_PEAS: -0.118 PC9: BIN_INF: 0.633 BIN_JJ: -0.559 BIN_VPRT: -0.310 BIN_DET: 0.251 BIN_ART: 0.129 BIN_TO: 0.127 BIN_PRIV: 0.100 BIN_NUM: 0.084 BIN_RB: -0.075 BIN_POMD: 0.075 PC10: BIN_INF: 0.443 BIN_AUXB: 0.372 BIN_VPRT: 0.368 BIN_ART: -0.256 BIN_RB: -0.249 BIN_JJ: 0.247 BIN_VBD: -0.246 BIN_X: -0.231 BIN_DET: -0.211 BIN_PASS: 0.171 PC11: BIN_X: 0.793 BIN_PUBV: -0.266 BIN_VPRT: 0.258 BIN_VBD: -0.245 BIN_NUM: -0.211 BIN_CONJ: -0.157 BIN_JJ: -0.145 BIN_UH: -0.105 BIN_INF: 0.103 BIN_NOMZ: -0.079 PC12: BIN_NUM: 0.765 BIN_VBD: -0.239 BIN_UH: -0.217 BIN_VPRT: 0.206 BIN_QUOT: -0.181 BIN_RB: 0.161 BIN_INDA: 0.145 BIN_PGAS: -0.145 BIN_JJ: 0.136 BIN_ART: 0.135 PC13: BIN_VBD: 0.468 BIN_QUOT: -0.433 BIN_AUXB: 0.357 BIN_CONT: -0.324 BIN_PASS: 0.255 BIN_X: 0.220 BIN_VPRT: -0.214 BIN_UH: -0.185 BIN_TIME: 0.135 BIN_PUBV: 0.123 PC14: BIN_UH: 0.499 BIN_QUOT: -0.460 BIN_VBD: -0.386 BIN_CONT: -0.361 BIN_PUBV: -0.265 BIN_CONJ: 0.243 BIN_NUM: -0.161 BIN_VPRT: -0.122 BIN_STPR: -0.108 BIN_DEMP: -0.087 PC15: BIN_PUBV: 0.512 BIN_CONJ: -0.370 BIN_QUOT: -0.318 BIN_PGAS: 0.300 BIN_CONT: -0.268 BIN_VPRT: 0.244 BIN_PASS: -0.241 BIN_NOMZ: 0.229 BIN_AUXB: -0.177 BIN_TO: 0.108 PC16: BIN_CONJ: 0.633 BIN_UH: -0.460 BIN_PUBV: 0.371 BIN_NUM: -0.258 BIN_VBD: -0.198 BIN_NOMZ: 0.158 BIN_SCONJ: -0.125 BIN_PREP: -0.111 BIN_PIN: -0.111 BIN_X: 0.106 PC17: BIN_PGAS: 0.513 BIN_UH: -0.500 BIN_PUBV: -0.371 BIN_VPRT: -0.222 BIN_VBD: -0.204 BIN_CONJ: -0.176 BIN_CCONJ: 0.175 BIN_ART: -0.173 BIN_X: -0.134 BIN_INDA: -0.125 PC18: BIN_ART: 0.456 BIN_DET: -0.342 BIN_DEMO: -0.306 BIN_DEMP: -0.285 BIN_INDA: 0.273 BIN_PIT: 0.221 BIN_FPP1: -0.220 BIN_CCONJ: 0.219 BIN_CONJ: -0.214 BIN_AUXB: 0.211 Top 10 PC1 values: PC1 PC2 PC3 ... week_index priority closed_relevance 24527 124.414338 -16.859224 4.745394 ... -19 NaN NaN 707 124.395927 -16.870930 4.737835 ... -16 NaN NaN 744 124.395927 -16.870930 4.737835 ... -32 NaN NaN 749 124.395927 -16.870930 4.737835 ... -32 NaN NaN 2243 124.395927 -16.870930 4.737835 ... -28 NaN NaN 5921 124.395927 -16.870930 4.737835 ... -32 NaN NaN 5933 124.395927 -16.870930 4.737835 ... -33 NaN NaN 5935 124.395927 -16.870930 4.737835 ... -32 NaN NaN 10080 124.395927 -16.870930 4.737835 ... -11 NaN NaN 10418 124.395927 -16.870930 4.737835 ... -29 NaN NaN [10 rows x 26 columns] Bottom 10 PC1 values: PC1 PC2 PC3 ... week_index priority closed_relevance 13752 -24.875039 3.698789 0.288475 ... 11 NaN NaN 18942 -24.875039 3.698789 0.288475 ... -85 NaN NaN 14276 -24.572975 0.683877 7.752763 ... 10 NaN NaN 19869 -24.572975 0.683877 7.752763 ... -86 NaN NaN 25556 -23.009401 -10.063628 2.942026 ... 6 NaN NaN 23477 -22.592972 -0.970333 -2.614535 ... 7 NaN NaN 13907 -22.489084 10.362266 -8.549736 ... -9 NaN NaN 14824 -22.001266 -17.807228 5.081855 ... 441 NaN NaN 21189 -22.001266 -17.807228 5.081855 ... 345 NaN NaN 24439 -21.740588 -10.174665 5.702323 ... 110 NaN NaN [10 rows x 26 columns] Top 10 PC2 values: PC1 PC2 PC3 ... week_index priority closed_relevance 117 53.467507 89.625455 44.442476 ... 4 NaN NaN 2447 53.136124 89.414757 44.306417 ... 138 NaN NaN 2471 53.136124 89.414757 44.306417 ... 20 NaN NaN 22224 53.117714 89.403051 44.298858 ... 10 NaN NaN 2728 19.109757 77.304171 11.238337 ... 8 NaN NaN 5024 19.109757 77.304171 11.238337 ... 8 NaN NaN 5135 19.109757 77.304171 11.238337 ... 8 NaN NaN 17701 -14.842968 65.240407 -21.799507 ... -83 NaN NaN 17591 -14.861378 65.228702 -21.807066 ... -100 NaN NaN 24735 -14.916609 65.193586 -21.829743 ... 43 NaN NaN [10 rows x 26 columns] Bottom 10 PC2 values: PC1 PC2 PC3 ... week_index priority closed_relevance 14558 56.232734 -41.162334 -61.443677 ... 10 NaN NaN 6321 56.251144 -41.150628 -61.436118 ... 302 NaN NaN 6322 56.251144 -41.150628 -61.436118 ... 139 NaN NaN 6770 56.251144 -41.150628 -61.436118 ... 120 NaN NaN 6771 56.251144 -41.150628 -61.436118 ... 120 NaN NaN 10442 56.251144 -41.150628 -61.436118 ... 383 NaN NaN 10443 56.251144 -41.150628 -61.436118 ... 383 NaN NaN 10528 56.251144 -41.150628 -61.436118 ... 93 NaN NaN 10529 56.251144 -41.150628 -61.436118 ... 93 NaN NaN 11837 56.251144 -41.150628 -61.436118 ... 133 NaN NaN [10 rows x 26 columns] job finished, cleaning up job pau at: Thu Sep 25 09:53:27 CDT 2025