265 lines
7.1 KiB
Plaintext
265 lines
7.1 KiB
Plaintext
starting the job at: Thu Sep 25 10:05:44 CDT 2025
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setting up the environment
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running the neurobiber labeling script
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Variance of each PCA component: [44.08472997 25.31736287 20.0163717 11.80556907 8.85200058 8.36660391
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7.01387796 5.63183426 5.24412874 4.94069135 4.84193359 3.82172419
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3.45601167 2.49140408 2.30451175 2.05674872 1.83560413 1.81691694]
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PC1:
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BIN_CAP: 0.573
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BIN_NNP: 0.571
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BIN_DET: -0.294
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BIN_ART: -0.230
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BIN_PIN: -0.226
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BIN_PREP: -0.226
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BIN_RB: -0.127
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BIN_INF: -0.109
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BIN_PRP: -0.106
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BIN_SBJP: -0.106
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PC2:
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BIN_PIN: 0.493
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BIN_PREP: 0.493
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BIN_NN: 0.473
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BIN_CAP: 0.340
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BIN_NNP: 0.304
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BIN_DET: 0.149
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BIN_ART: 0.114
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BIN_NOMZ: -0.107
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BIN_INF: 0.093
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BIN_CONJ: 0.073
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PC3:
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BIN_NN: 0.803
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BIN_PREP: -0.242
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BIN_PIN: -0.242
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BIN_NNP: -0.232
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BIN_PRP: -0.195
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BIN_SBJP: -0.195
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BIN_RB: -0.173
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BIN_INF: -0.131
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BIN_FPP1: -0.091
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BIN_VPRT: -0.089
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PC4:
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BIN_DET: 0.588
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BIN_ART: 0.529
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BIN_PREP: -0.287
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BIN_PIN: -0.287
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BIN_CAP: 0.245
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BIN_INDA: 0.186
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BIN_VPRT: 0.173
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BIN_JJ: -0.142
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BIN_NNP: 0.122
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BIN_NOMZ: -0.121
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PC5:
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BIN_CAP: 0.443
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BIN_RB: 0.405
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BIN_NNP: -0.371
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BIN_PRP: 0.300
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BIN_SBJP: 0.300
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BIN_VPRT: 0.213
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BIN_ART: -0.211
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BIN_DET: -0.190
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BIN_NN: 0.183
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BIN_FPP1: 0.154
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PC6:
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BIN_JJ: 0.539
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BIN_CAP: 0.393
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BIN_NOMZ: 0.391
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BIN_NNP: -0.353
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BIN_NN: -0.210
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BIN_X: -0.170
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BIN_QUOT: -0.166
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BIN_RB: -0.163
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BIN_ART: 0.132
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BIN_NUM: -0.131
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PC7:
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BIN_JJ: 0.573
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BIN_NNP: 0.397
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BIN_VPRT: 0.377
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BIN_CAP: -0.305
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BIN_RB: 0.259
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BIN_QUOT: -0.233
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BIN_X: -0.185
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BIN_INF: -0.168
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BIN_AUXB: 0.161
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BIN_NN: 0.094
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PC8:
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BIN_INF: 0.732
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BIN_QUOT: -0.313
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BIN_VPRT: -0.246
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BIN_RB: 0.203
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BIN_TO: 0.192
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BIN_NUM: -0.164
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BIN_NOMZ: 0.158
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BIN_NNP: 0.141
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BIN_PREP: -0.125
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BIN_PIN: -0.125
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PC9:
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BIN_QUOT: 0.698
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BIN_JJ: 0.410
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BIN_INF: 0.305
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BIN_CONT: 0.292
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BIN_NOMZ: -0.266
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BIN_PRP: -0.125
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BIN_SBJP: -0.125
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BIN_X: 0.107
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BIN_RB: 0.076
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BIN_NUM: -0.071
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PC10:
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BIN_RB: 0.513
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BIN_PRP: -0.422
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BIN_SBJP: -0.422
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BIN_FPP1: -0.203
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BIN_NNP: -0.192
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BIN_X: 0.184
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BIN_INF: -0.176
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BIN_NUM: 0.154
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BIN_NOMZ: -0.151
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BIN_JJ: -0.148
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PC11:
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BIN_X: 0.628
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BIN_NOMZ: -0.458
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BIN_QUOT: -0.367
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BIN_JJ: 0.319
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BIN_NUM: 0.173
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BIN_CONT: -0.172
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BIN_RB: -0.137
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BIN_INF: 0.114
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BIN_PRP: 0.102
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BIN_SBJP: 0.101
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PC12:
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BIN_VPRT: 0.476
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BIN_X: 0.476
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BIN_NUM: -0.372
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BIN_AUXB: 0.360
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BIN_NOMZ: 0.302
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BIN_RB: -0.226
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BIN_PASS: 0.170
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BIN_JJ: -0.155
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BIN_VBD: -0.115
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BIN_BEMA: 0.104
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PC13:
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BIN_X: 0.426
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BIN_NUM: -0.421
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BIN_RB: 0.359
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BIN_AUXB: -0.351
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BIN_NOMZ: 0.306
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BIN_VPRT: -0.254
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BIN_INF: -0.219
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BIN_PASS: -0.148
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BIN_TO: -0.136
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BIN_BEMA: -0.135
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PC14:
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BIN_AUXB: 0.479
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BIN_VPRT: -0.447
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BIN_NUM: -0.395
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BIN_VBD: 0.287
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BIN_CONT: -0.242
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BIN_NOMZ: -0.211
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BIN_PASS: 0.211
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BIN_BEMA: 0.168
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BIN_INF: -0.157
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BIN_PGAS: 0.149
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PC15:
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BIN_NUM: 0.584
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BIN_NOMZ: 0.435
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BIN_AUXB: 0.324
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BIN_VPRT: -0.210
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BIN_X: 0.197
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BIN_PGAS: -0.180
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BIN_RB: 0.167
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BIN_BEMA: 0.160
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BIN_QUOT: 0.146
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BIN_VBD: 0.140
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PC16:
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BIN_PGAS: 0.697
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BIN_CONJ: -0.431
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BIN_CCONJ: -0.380
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BIN_SCONJ: 0.223
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BIN_WH: 0.139
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BIN_TO: 0.135
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BIN_WZPRES: 0.130
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BIN_GER: 0.090
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BIN_NUM: 0.084
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BIN_PASS: -0.082
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PC17:
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BIN_CCONJ: 0.491
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BIN_PGAS: 0.452
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BIN_CONJ: 0.359
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BIN_CONT: -0.341
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BIN_QUOT: 0.191
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BIN_VPRT: 0.177
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BIN_NUM: 0.176
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BIN_XX0: -0.173
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BIN_VBD: -0.167
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BIN_SPAU: -0.146
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PC18:
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BIN_CCONJ: 0.666
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BIN_CONJ: -0.493
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BIN_CONT: 0.275
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BIN_VBD: 0.170
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BIN_XX0: 0.140
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BIN_INDA: -0.138
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BIN_ANDC: 0.138
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BIN_NUM: 0.132
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BIN_PRIV: -0.116
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BIN_FPP1: 0.103
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Top 10 PC1 values:
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PC1 PC2 PC3 ... id week_index priority
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19873 40.267200 26.528755 -11.406833 ... 75953 -32 Medium
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24120 34.012764 7.436658 -10.042571 ... 101814 -4 Low
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24529 33.020514 7.624464 0.683570 ... 90329 -19 Needs Triage
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25549 33.018302 7.622737 0.683000 ... 90328 -19 Medium
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24528 33.016089 7.621010 0.682431 ... 90330 -19 Needs Triage
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23238 31.348286 5.402173 -6.263101 ... 107627 4 Medium
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18729 29.627919 4.690955 -5.130935 ... 60818 -80 Needs Triage
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23016 29.595518 8.870229 -12.256826 ... 110277 7 Medium
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14849 28.191116 6.625144 -7.271761 ... 56457 3 Low
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21214 28.191116 6.625144 -7.271761 ... 56457 -93 Low
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[10 rows x 25 columns]
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Bottom 10 PC1 values:
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PC1 PC2 PC3 ... id week_index priority
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24481 -16.862586 13.863453 8.545495 ... 92256 -17 Needs Triage
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23053 -16.174624 12.133559 0.579284 ... 110020 7 Medium
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23838 -15.421295 13.308099 -0.838241 ... 109719 7 Low
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25791 -15.127553 14.746424 22.119623 ... 85189 -28 Medium
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7451 -14.574686 5.821303 4.386196 ... 53758 2 Medium
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24467 -13.905417 7.936462 2.001860 ... 92606 -16 Needs Triage
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23436 -13.827143 7.507781 -2.056608 ... 103919 -1 Medium
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24293 -13.667374 0.891979 -6.145701 ... 88897 -21 Unbreak Now!
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11814 -13.418003 7.854756 -1.595019 ... 52497 0 Low
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968 -13.358491 0.305388 -3.980203 ... 55409 8 Needs Triage
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[10 rows x 25 columns]
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Top 10 PC2 values:
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PC1 PC2 PC3 ... id week_index priority
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25606 6.196829 29.809964 23.877767 ... 88139 -22 Medium
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21956 27.542757 27.763075 7.924919 ... 105099 0 Needs Triage
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25078 -4.462216 27.186434 1.860348 ... 85326 -27 High
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19873 40.267200 26.528755 -11.406833 ... 75953 -32 Medium
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25820 -3.022591 23.093162 -0.361349 ... 78160 -30 Medium
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25814 20.151634 22.681554 3.346066 ... 78837 -29 Medium
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13345 6.035595 21.910339 -6.417684 ... 51999 -2 Lowest
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22013 6.861197 21.673434 -7.690901 ... 103771 -1 Needs Triage
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23022 0.808467 21.111863 12.735632 ... 110276 7 Medium
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21966 -7.056224 20.953599 3.715673 ... 104656 0 Needs Triage
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[10 rows x 25 columns]
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Bottom 10 PC2 values:
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PC1 PC2 PC3 ... id week_index priority
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3134 5.606805 -12.562127 3.104184 ... 54102 3 High
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654 -0.797645 -12.364185 4.558365 ... 49434 -11 Unbreak Now!
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16289 -0.897011 -12.328128 10.193536 ... 43224 -45 Medium
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1207 4.714780 -12.127148 4.095656 ... 54103 3 Needs Triage
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1885 15.889004 -12.071062 -5.011946 ... 52106 -1 Needs Triage
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18211 6.521166 -11.920065 4.671982 ... 73532 -40 Needs Triage
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2934 0.069845 -11.739971 3.000846 ... 54499 4 High
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25122 -1.657588 -11.388235 -4.465696 ... 97316 -10 Medium
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13276 15.441209 -11.380360 -3.592736 ... 52804 0 Lowest
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2109 -2.166594 -11.371418 -0.979264 ... 49816 -9 Needs Triage
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[10 rows x 25 columns]
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job finished, cleaning up
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job pau at: Thu Sep 25 10:06:30 CDT 2025
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