345 lines
8.7 KiB
Plaintext
345 lines
8.7 KiB
Plaintext
starting the job at: Wed Oct 1 21:22:40 CDT 2025
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setting up the environment
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running the neurobiber labeling script
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Number of PCs explaining 90% variance: 25
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Variance of each PCA component: [261.88760369 82.85870809 65.99452385 61.23806692 38.87318255
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32.55896743 26.32760005 21.94878602 18.68985685 16.2308729
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13.53042996 11.45815987 10.63830359 9.15456628 8.85934109
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8.30582956 8.03192941 7.15336822 6.76087663 6.48544413
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5.93048664 5.76580965 5.61052561 5.26965951 4.93708453]
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PC1:
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BIN_CAP: 0.683
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BIN_NNP: 0.645
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BIN_DET: -0.151
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BIN_PIN: -0.126
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BIN_PREP: -0.126
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BIN_VPRT: -0.091
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BIN_ART: -0.090
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BIN_RB: -0.085
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BIN_PRP: -0.076
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BIN_SBJP: -0.076
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PC2:
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BIN_NN: 0.750
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BIN_NNP: -0.310
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BIN_RB: -0.259
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BIN_PRP: -0.227
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BIN_SBJP: -0.227
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BIN_CAP: 0.227
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BIN_VPRT: -0.164
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BIN_FPP1: -0.114
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BIN_NUM: 0.104
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BIN_INF: -0.096
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PC3:
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BIN_CAP: 0.660
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BIN_NNP: -0.479
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BIN_RB: 0.251
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BIN_PRP: 0.220
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BIN_SBJP: 0.220
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BIN_PREP: 0.165
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BIN_PIN: 0.165
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BIN_X: -0.139
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BIN_VPRT: 0.133
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BIN_FPP1: 0.123
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PC4:
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BIN_PIN: 0.641
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BIN_PREP: 0.641
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BIN_NNP: 0.280
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BIN_RB: -0.173
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BIN_CONJ: 0.159
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BIN_NN: -0.077
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BIN_TO: 0.076
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BIN_X: -0.074
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BIN_VPRT: -0.066
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BIN_CAP: -0.059
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PC5:
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BIN_DET: 0.620
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BIN_ART: 0.381
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BIN_X: -0.276
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BIN_NN: 0.265
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BIN_VPRT: 0.262
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BIN_NNP: 0.247
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BIN_AUXB: 0.220
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BIN_NUM: -0.186
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BIN_INF: -0.166
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BIN_INDA: 0.157
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PC6:
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BIN_NN: 0.481
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BIN_PRP: 0.463
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BIN_SBJP: 0.463
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BIN_NNP: 0.243
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BIN_FPP1: 0.239
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BIN_DET: -0.184
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BIN_AUXB: -0.175
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BIN_PASS: -0.145
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BIN_CAP: -0.142
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BIN_PIT: 0.127
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PC7:
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BIN_RB: 0.780
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BIN_NN: 0.265
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BIN_DET: -0.189
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BIN_PRP: -0.187
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BIN_SBJP: -0.187
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BIN_JJ: -0.169
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BIN_NNP: 0.154
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BIN_X: -0.154
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BIN_TIME: 0.139
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BIN_ART: -0.137
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PC8:
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BIN_JJ: 0.676
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BIN_INF: 0.339
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BIN_VPRT: -0.318
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BIN_ART: 0.226
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BIN_PASS: -0.221
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BIN_AUXB: -0.218
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BIN_NUM: -0.215
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BIN_CONJ: -0.149
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BIN_RB: 0.146
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BIN_PEAS: -0.120
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PC9:
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BIN_INF: 0.655
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BIN_JJ: -0.538
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BIN_VPRT: -0.301
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BIN_DET: 0.247
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BIN_TO: 0.132
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BIN_ART: 0.129
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BIN_PRIV: 0.108
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BIN_NUM: 0.083
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BIN_RB: -0.079
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BIN_POMD: 0.072
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PC10:
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BIN_INF: 0.423
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BIN_AUXB: 0.375
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BIN_VPRT: 0.375
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BIN_JJ: 0.261
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BIN_ART: -0.261
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BIN_RB: -0.250
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BIN_VBD: -0.246
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BIN_X: -0.229
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BIN_DET: -0.214
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BIN_PASS: 0.171
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PC11:
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BIN_X: 0.786
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BIN_PUBV: -0.276
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BIN_VPRT: 0.266
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BIN_VBD: -0.264
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BIN_NUM: -0.197
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BIN_CONJ: -0.151
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BIN_JJ: -0.137
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BIN_INF: 0.099
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BIN_UH: -0.098
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BIN_NOMZ: -0.080
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PC12:
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BIN_NUM: 0.765
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BIN_VBD: -0.265
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BIN_VPRT: 0.211
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BIN_UH: -0.173
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BIN_RB: 0.163
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BIN_INDA: 0.145
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BIN_PGAS: -0.144
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BIN_JJ: 0.140
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BIN_QUOT: -0.140
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BIN_ART: 0.138
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PC13:
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BIN_VBD: 0.484
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BIN_QUOT: -0.401
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BIN_AUXB: 0.355
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BIN_CONT: -0.283
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BIN_PASS: 0.249
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BIN_X: 0.241
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BIN_UH: -0.200
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BIN_VPRT: -0.182
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BIN_NUM: 0.162
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BIN_PGAS: -0.136
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PC14:
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BIN_PUBV: 0.472
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BIN_CONJ: -0.395
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BIN_UH: -0.342
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BIN_VBD: 0.322
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BIN_QUOT: 0.291
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BIN_VPRT: 0.251
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BIN_CONT: 0.221
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BIN_NUM: 0.150
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BIN_PASS: -0.133
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BIN_TO: 0.128
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PC15:
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BIN_QUOT: 0.522
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BIN_CONT: 0.421
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BIN_PUBV: -0.315
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BIN_PGAS: -0.292
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BIN_CONJ: 0.238
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BIN_UH: -0.231
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BIN_NOMZ: -0.198
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BIN_PASS: 0.193
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BIN_VBD: 0.191
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BIN_AUXB: 0.169
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PC16:
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BIN_CONJ: 0.633
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BIN_PUBV: 0.516
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BIN_NUM: -0.248
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BIN_PGAS: -0.195
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BIN_UH: -0.170
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BIN_X: 0.160
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BIN_VPRT: 0.158
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BIN_ART: 0.157
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BIN_DEMP: -0.128
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BIN_TIME: -0.105
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PC17:
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BIN_UH: 0.685
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BIN_PGAS: -0.508
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BIN_VBD: 0.218
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BIN_CCONJ: -0.206
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BIN_VPRT: 0.160
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BIN_NOMZ: -0.147
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BIN_CONJ: -0.129
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BIN_PUBV: 0.117
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BIN_ART: 0.101
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BIN_INDA: 0.099
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PC18:
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BIN_ART: 0.458
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BIN_DET: -0.343
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BIN_DEMO: -0.305
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BIN_DEMP: -0.285
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BIN_INDA: 0.275
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BIN_CCONJ: 0.237
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BIN_AUXB: 0.216
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BIN_PIT: 0.216
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BIN_CONJ: -0.212
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BIN_FPP1: -0.211
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PC19:
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BIN_PGAS: 0.633
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BIN_CCONJ: -0.324
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BIN_UH: 0.322
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BIN_AUXB: 0.268
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BIN_CONJ: 0.251
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BIN_PRIV: 0.213
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BIN_BEMA: 0.153
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BIN_TIME: -0.129
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BIN_PROD: -0.128
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BIN_NUM: 0.119
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PC20:
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BIN_PRIV: 0.446
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BIN_QUES: -0.421
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BIN_CCONJ: 0.397
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BIN_VPRT: 0.238
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BIN_FPP1: 0.228
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BIN_AUXB: -0.206
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BIN_VBD: 0.196
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BIN_BEMA: -0.176
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BIN_PIT: -0.157
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BIN_SPP2: -0.149
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PC21:
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BIN_NOMZ: 0.493
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BIN_PRIV: 0.470
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BIN_CCONJ: -0.319
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BIN_PUBV: -0.287
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BIN_VBD: 0.191
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BIN_SCONJ: 0.180
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BIN_NUM: -0.174
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BIN_PGAS: -0.161
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BIN_UH: -0.157
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BIN_DEMP: -0.150
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PC22:
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BIN_CCONJ: 0.511
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BIN_QUES: 0.398
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BIN_CONJ: 0.252
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BIN_PASS: -0.240
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BIN_BEMA: 0.221
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BIN_WH: 0.204
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BIN_DEMO: -0.183
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BIN_PEAS: -0.172
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BIN_VBD: 0.167
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BIN_SCONJ: 0.161
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PC23:
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BIN_NOMZ: 0.623
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BIN_VBD: -0.245
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BIN_AUXB: 0.197
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BIN_QUES: -0.193
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BIN_INDA: -0.191
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BIN_PGAS: -0.186
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BIN_SPAU: 0.185
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BIN_VPRT: -0.180
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BIN_FPP1: 0.171
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BIN_DEMP: 0.161
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PC24:
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BIN_DEMO: 0.550
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BIN_TIME: -0.411
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BIN_DEMP: -0.407
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BIN_CCONJ: 0.320
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BIN_XX0: 0.232
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BIN_QUOT: -0.170
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BIN_CONT: 0.169
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BIN_PROD: -0.111
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BIN_PEAS: 0.108
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BIN_BEMA: 0.106
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PC25:
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BIN_TIME: 0.451
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BIN_XX0: -0.339
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BIN_SPAU: -0.327
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BIN_QUOT: 0.318
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BIN_DEMO: 0.293
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BIN_DEMP: -0.288
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BIN_PRIV: 0.214
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BIN_BEMA: 0.171
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BIN_CONT: -0.152
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BIN_FPP1: 0.150
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Top 10 PC1 values:
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PC1 PC2 ... AuthorPHID date_created
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23531 124.439666 -17.084926 ... PHID-USER-arjqb24x4oae7awzpfp6 1424754141
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707 124.420877 -17.096490 ... PHID-USER-pun3sjvg3cemjzbgyo2t 1363132183
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744 124.420877 -17.096490 ... PHID-USER-fovtl67ew4l4cc3oeypc 1353551242
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749 124.420877 -17.096490 ... PHID-USER-fovtl67ew4l4cc3oeypc 1353384355
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2243 124.420877 -17.096490 ... PHID-USER-fovtl67ew4l4cc3oeypc 1356175107
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5921 124.420877 -17.096490 ... PHID-USER-fovtl67ew4l4cc3oeypc 1353366778
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5933 124.420877 -17.096490 ... PHID-USER-fovtl67ew4l4cc3oeypc 1353123761
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5935 124.420877 -17.096490 ... PHID-USER-fovtl67ew4l4cc3oeypc 1353386649
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10080 124.420877 -17.096490 ... PHID-USER-fovtl67ew4l4cc3oeypc 1366298361
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10418 124.420877 -17.096490 ... PHID-USER-fovtl67ew4l4cc3oeypc 1355363288
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[10 rows x 28 columns]
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Bottom 10 PC1 values:
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PC1 PC2 ... AuthorPHID date_created
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13752 -24.770207 2.744701 ... PHID-USER-43lnvui4hacyjrc2lflj 1384635692
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14250 -24.494552 0.056822 ... PHID-USER-fo56wm4wxiwpoofn2xdu 1383955246
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24560 -23.004747 -10.092946 ... PHID-USER-lzhljhpbm3qfphvqyill 1439545382
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22484 -22.583854 -1.262632 ... PHID-USER-fo56wm4wxiwpoofn2xdu 1440034588
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13907 -22.517418 10.551266 ... PHID-USER-kqibbfgfpgocyzwe32lv 1372691031
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14784 -22.018336 -17.579192 ... PHID-USER-xezsyhikbr7hjrig2ofp 1644598152
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23443 -21.721400 -10.425522 ... PHID-USER-ppytiem7rcsbnstfsrvq 1502483520
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19108 -21.707016 26.037928 ... PHID-USER-xy6c3ul27f336aaedx2d 1417798935
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19140 -21.620289 -0.871317 ... PHID-USER-fo56wm4wxiwpoofn2xdu 1432914688
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21658 -21.107540 10.458097 ... PHID-USER-x7ti5ksby4ubsabntlxa 1482280859
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[10 rows x 28 columns]
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Top 10 PC2 values:
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PC1 PC2 ... AuthorPHID date_created
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117 53.656282 89.055606 ... PHID-USER-7ey733eainlhx5xqp4d3 1375331403
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2447 53.318077 88.847447 ... PHID-USER-dw53c5cb2qfhyemej57o 1456539439
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2471 53.318077 88.847447 ... PHID-USER-r7wrkcx7j2vutqs6hr3g 1384994015
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21231 53.299288 88.835882 ... PHID-USER-lhtlnmkdbzlz6pbxaqdd 1442087854
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2728 19.161791 77.490370 ... PHID-USER-it53o2f2kyryqyj33uzt 1377545735
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5024 19.161791 77.490370 ... PHID-USER-it53o2f2kyryqyj33uzt 1377544792
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5135 19.161791 77.490370 ... PHID-USER-it53o2f2kyryqyj33uzt 1377544788
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17487 -14.919339 66.179552 ... PHID-USER-zjzhrhmn36icnzbckqy4 1327978205
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17377 -14.938128 66.167987 ... PHID-USER-wrimmmr5w2zt7nk2t753 1317586881
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23739 -14.994495 66.133294 ... PHID-USER-ydswvwhh5pm4lshahjje 1462375135
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[10 rows x 28 columns]
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Bottom 10 PC2 values:
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PC1 PC2 ... AuthorPHID date_created
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14532 55.995569 -39.880029 ... PHID-USER-z3kqk2bjnqneldcznht6 1384007851
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6321 56.014358 -39.868465 ... PHID-USER-my5s6nat437le6q5fq7d 1555396632
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6322 56.014358 -39.868465 ... PHID-USER-my5s6nat437le6q5fq7d 1457021044
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6770 56.014358 -39.868465 ... PHID-USER-qduasitr62ffvc5eiivd 1445420618
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6771 56.014358 -39.868465 ... PHID-USER-qduasitr62ffvc5eiivd 1445420596
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10442 56.014358 -39.868465 ... PHID-USER-unpoeiyj52rmcfqi5rbw 1604534063
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10443 56.014358 -39.868465 ... PHID-USER-unpoeiyj52rmcfqi5rbw 1604532057
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10528 56.014358 -39.868465 ... PHID-USER-wkpnidxoctuhawexig5p 1429475491
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10529 56.014358 -39.868465 ... PHID-USER-wkpnidxoctuhawexig5p 1429475153
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11837 56.014358 -39.868465 ... PHID-USER-25bxvdt2svnidzfzjpk7 1453561129
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[10 rows x 28 columns]
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job finished, cleaning up
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job pau at: Wed Oct 1 21:23:06 CDT 2025
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