R Under development (unstable) (2024-11-18 r87347 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > # This file is part of the standard setup for testthat. > # It is recommended that you do not modify it. > # > # Where should you do additional test configuration? > # Learn more about the roles of various files in: > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview > # * https://testthat.r-lib.org/articles/special-files.html > > library(testthat) > library(topics) This is topics (version 0.20.0). Please send us feedback based on your experience. For more information about the topics package see www.r-text.org. > > test_check("topics") # A tibble: 3 × 4 ngram_type initial_count removed_count final_count 1 1-grams 1294 0 1294 2 2-grams 3466 0 3466 3 3-grams 3581 0 3581 # A tibble: 3 × 4 ngram_type initial_count removed_count final_count 1 1-grams 1294 0 1294 2 2-grams 3466 415 3051 3 3-grams 3581 0 3581 Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_123/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_123/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved inD:\\temp\\2024_11_19_15_00_02_12534\\RtmpEf0HIG\\file29ebc3ec47b47/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -4,63071 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -4,72765 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -4,66617 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -4,51876 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46398 1 0,55341 2 1,06005 3 0,74213 4 0,9691 5 1,01904 6 0,64413 7 0,51066 8 0,5138 another_test 9 0,78543 10 0,33569 11 0,70664 test 12 0,41049 13 0,69573 document 14 0,83686 another 15 0,88564 16 0,88663 test 17 0,46592 18 0,69939 test_document 19 0,73338 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,75452 test another_test another test_document document 1 0,39404 2 1,25512 3 1,10425 4 0,72873 5 1,04433 6 0,55527 7 0,5483 8 0,80929 9 1,29295 10 0,33051 11 0,92369 12 0,43875 13 0,76662 14 0,98265 15 0,88087 16 1,06193 17 0,70246 18 1,34062 19 0,40344 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,46077 test another_test another test_document document 1 0,02411 2 0,07679 3 0,06756 4 0,04458 5 0,06389 6 0,03397 7 0,03355 8 0,04951 9 0,0791 10 0,02022 11 0,05651 12 0,02684 13 0,0469 14 0,06012 15 0,05389 16 0,06497 17 0,04298 18 0,08202 19 0,02468 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 12,27556 test another_test another test_document document 1 0,00104 2 0,0033 3 0,00291 4 0,00192 5 0,00275 6 0,00146 7 0,00144 8 0,00213 9 0,0034 10 0,00087 11 0,00243 12 0,00115 13 0,00202 14 0,00259 15 0,00232 16 0,00279 17 0,00185 18 0,00353 19 0,00106 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 13,45196 test another_test another test_document document 1 0,00005 2 0,00015 3 0,00013 4 0,00009 5 0,00013 6 0,00007 7 0,00007 8 0,0001 9 0,00016 10 0,00004 11 0,00011 12 0,00005 13 0,00009 14 0,00012 15 0,00011 16 0,00013 17 0,00009 18 0,00016 19 0,00005 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 14,81177 test another_test another test_document document 1 0 2 0,00001 3 0,00001 4 0 5 0,00001 6 0 7 0 8 0 9 0,00001 10 0 11 0,00001 12 0 13 0 14 0,00001 15 0,00001 16 0,00001 17 0 18 0,00001 19 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 16,45626 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 18,48597 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 21,05068 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 24,38745 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 19, 2024 3:15:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 10 topics, 4 topic bits, 1111 topic mask Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,40927 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 another 1 0,5 2 0,5 3 0,5 4 0,5 document 5 0,5 test 6 0,5 7 0,5 test 8 0,5 9 0,5 another_test test_document Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,40927 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 1 0,5 2 0,5 3 0,5 test 4 0,5 document 5 0,5 6 0,5 7 0,5 another_test 8 0,5 test_document 9 0,5 another test Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,40927 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 test 1 0,5 2 0,5 test 3 0,5 document 4 0,5 test_document 5 0,5 6 0,5 7 0,5 another 8 0,5 another_test 9 0,5 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 1 0,5 another_test 2 0,5 test 3 0,5 4 0,5 test_document 5 0,5 test 6 0,5 7 0,5 document 8 0,5 another 9 0,5 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -3,82319 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,33061 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,08495 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 1 0,5 2 0,5 test 3 0,5 another 4 0,5 5 0,5 document 6 0,5 test 7 0,5 8 0,5 another_test 9 0,5 test_document Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -4,60043 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -3,74984 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -3,70022 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,01941 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,3731 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46183 test 1 0,64983 test 2 0,57626 document 3 0,77243 4 0,67435 another 5 0,55174 6 0,74791 test_document 7 0,64983 another_test 8 0,48635 9 0,55174 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,07236 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -3,96137 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,10329 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -3,7775 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,07223 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,49087 1 1,05657 2 0,75749 3 0,7622 test 4 0,78383 test_document 5 0,68493 test 6 0,73762 another 7 0,78325 another_test 8 0,51544 document 9 0,7569 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,72072 test another_test another test_document document 1 1,16082 2 0,78481 3 0,82544 4 0,8421 5 0,92412 6 0,95388 7 0,9269 8 0,74969 9 0,78479 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,59242 test another_test another test_document document 1 0,03843 2 0,02598 3 0,02733 4 0,02788 5 0,03059 6 0,03158 7 0,03069 8 0,02482 9 0,02598 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 6,08588 test another_test another test_document document 1 0,00089 2 0,0006 3 0,00063 4 0,00064 5 0,00071 6 0,00073 7 0,00071 8 0,00057 9 0,0006 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 6,38219 test another_test another test_document document 1 0,00002 2 0,00001 3 0,00002 4 0,00002 5 0,00002 6 0,00002 7 0,00002 8 0,00001 9 0,00001 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 6,70045 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 7,04957 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 7,43436 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 7,86053 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 8,33502 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 8,86642 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 9,46547 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,14575 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,92474 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -4,63071 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -4,72765 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -4,66617 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -4,51876 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46398 1 0,55341 2 1,06005 3 0,74213 4 0,9691 5 1,01904 6 0,64413 7 0,51066 8 0,5138 another_test 9 0,78543 10 0,33569 11 0,70664 test 12 0,41049 13 0,69573 document 14 0,83686 another 15 0,88564 16 0,88663 test 17 0,46592 18 0,69939 test_document 19 0,73338 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,75452 test another_test another test_document document 1 0,39404 2 1,25512 3 1,10425 4 0,72873 5 1,04433 6 0,55527 7 0,5483 8 0,80929 9 1,29295 10 0,33051 11 0,92369 12 0,43875 13 0,76662 14 0,98265 15 0,88087 16 1,06193 17 0,70246 18 1,34062 19 0,40344 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,46077 test another_test another test_document document 1 0,02411 2 0,07679 3 0,06756 4 0,04458 5 0,06389 6 0,03397 7 0,03355 8 0,04951 9 0,0791 10 0,02022 11 0,05651 12 0,02684 13 0,0469 14 0,06012 15 0,05389 16 0,06497 17 0,04298 18 0,08202 19 0,02468 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 12,27556 test another_test another test_document document 1 0,00104 2 0,0033 3 0,00291 4 0,00192 5 0,00275 6 0,00146 7 0,00144 8 0,00213 9 0,0034 10 0,00087 11 0,00243 12 0,00115 13 0,00202 14 0,00259 15 0,00232 16 0,00279 17 0,00185 18 0,00353 19 0,00106 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 13,45196 test another_test another test_document document 1 0,00005 2 0,00015 3 0,00013 4 0,00009 5 0,00013 6 0,00007 7 0,00007 8 0,0001 9 0,00016 10 0,00004 11 0,00011 12 0,00005 13 0,00009 14 0,00012 15 0,00011 16 0,00013 17 0,00009 18 0,00016 19 0,00005 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 14,81177 test another_test another test_document document 1 0 2 0,00001 3 0,00001 4 0 5 0,00001 6 0 7 0 8 0 9 0,00001 10 0 11 0,00001 12 0 13 0 14 0,00001 15 0,00001 16 0,00001 17 0 18 0,00001 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 16,45626 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 18,48597 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 21,05068 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 24,38745 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,86702 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 another_test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 document 9 0,25 10 0,25 11 0,25 test 12 0,25 another 13 0,25 14 0,25 test_document 15 0,25 16 0,25 17 0,25 18 0,25 test 19 0,25 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,86702 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another_test 3 0,25 4 0,25 5 0,25 6 0,25 test 7 0,25 8 0,25 document 9 0,25 10 0,25 11 0,25 12 0,25 another 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test_document Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test_document 1 0,25 2 0,25 another 3 0,25 test 4 0,25 5 0,25 document 6 0,25 7 0,25 8 0,25 9 0,25 another_test 10 0,25 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -5,01728 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another_test 3 0,25 4 0,25 test 5 0,25 another 6 0,25 document 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 12 0,25 13 0,25 test_document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,75552 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 test 2 0,25 3 0,25 another_test 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 11 0,25 12 0,25 test_document 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 document 19 0,25 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,45242 test another_test another test_document document 1 0,27587 2 0,15326 3 0,32491 4 0,25135 5 0,12874 6 0,423 7 0,23173 8 0,32491 9 0,34943 10 0,22683 11 0,32982 12 0,39848 13 0,32491 14 0,30039 15 0,37396 16 0,22683 17 0,30039 18 0,49656 19 0,20231 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,58563 test another_test another test_document document 1 0,0066 2 0,00367 3 0,00777 4 0,00601 5 0,00308 6 0,01012 7 0,00554 8 0,00777 9 0,00836 10 0,00543 11 0,00789 12 0,00953 13 0,00777 14 0,00719 15 0,00895 16 0,00543 17 0,00719 18 0,01188 19 0,00484 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,81113 test another_test another test_document document 1 0,0001 2 0,00006 3 0,00012 4 0,00009 5 0,00005 6 0,00016 7 0,00009 8 0,00012 9 0,00013 10 0,00008 11 0,00012 12 0,00015 13 0,00012 14 0,00011 15 0,00014 16 0,00008 17 0,00011 18 0,00018 19 0,00008 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,93357 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,0615 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,19723 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,34153 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,49522 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,65925 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,83466 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,02267 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,22468 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,44227 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,6773 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,93193 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 19, 2024 3:15:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_123/model.rds" Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,86702 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 another_test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 document 9 0,25 10 0,25 11 0,25 test 12 0,25 another 13 0,25 14 0,25 test_document 15 0,25 16 0,25 17 0,25 18 0,25 test 19 0,25 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,86702 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another_test 3 0,25 4 0,25 5 0,25 6 0,25 test 7 0,25 8 0,25 document 9 0,25 10 0,25 11 0,25 12 0,25 another 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test_document Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test_document 1 0,25 2 0,25 another 3 0,25 test 4 0,25 5 0,25 document 6 0,25 7 0,25 8 0,25 9 0,25 another_test 10 0,25 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -5,01728 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another_test 3 0,25 4 0,25 test 5 0,25 another 6 0,25 document 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 12 0,25 13 0,25 test_document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,75552 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 test 2 0,25 3 0,25 another_test 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 11 0,25 12 0,25 test_document 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 document 19 0,25 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,45242 test another_test another test_document document 1 0,27587 2 0,15326 3 0,32491 4 0,25135 5 0,12874 6 0,423 7 0,23173 8 0,32491 9 0,34943 10 0,22683 11 0,32982 12 0,39848 13 0,32491 14 0,30039 15 0,37396 16 0,22683 17 0,30039 18 0,49656 19 0,20231 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,58563 test another_test another test_document document 1 0,0066 2 0,00367 3 0,00777 4 0,00601 5 0,00308 6 0,01012 7 0,00554 8 0,00777 9 0,00836 10 0,00543 11 0,00789 12 0,00953 13 0,00777 14 0,00719 15 0,00895 16 0,00543 17 0,00719 18 0,01188 19 0,00484 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,81113 test another_test another test_document document 1 0,0001 2 0,00006 3 0,00012 4 0,00009 5 0,00005 6 0,00016 7 0,00009 8 0,00012 9 0,00013 10 0,00008 11 0,00012 12 0,00015 13 0,00012 14 0,00011 15 0,00014 16 0,00008 17 0,00011 18 0,00018 19 0,00008 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,93357 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,0615 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,19723 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,34153 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,49522 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,65925 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,83466 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,02267 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,22468 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,44227 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,6773 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,93193 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_123/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -4,63071 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -4,72765 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -4,66617 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -4,51876 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46398 1 0,55341 2 1,06005 3 0,74213 4 0,9691 5 1,01904 6 0,64413 7 0,51066 8 0,5138 another_test 9 0,78543 10 0,33569 11 0,70664 test 12 0,41049 13 0,69573 document 14 0,83686 another 15 0,88564 16 0,88663 test 17 0,46592 18 0,69939 test_document 19 0,73338 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,75452 test another_test another test_document document 1 0,39404 2 1,25512 3 1,10425 4 0,72873 5 1,04433 6 0,55527 7 0,5483 8 0,80929 9 1,29295 10 0,33051 11 0,92369 12 0,43875 13 0,76662 14 0,98265 15 0,88087 16 1,06193 17 0,70246 18 1,34062 19 0,40344 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,46077 test another_test another test_document document 1 0,02411 2 0,07679 3 0,06756 4 0,04458 5 0,06389 6 0,03397 7 0,03355 8 0,04951 9 0,0791 10 0,02022 11 0,05651 12 0,02684 13 0,0469 14 0,06012 15 0,05389 16 0,06497 17 0,04298 18 0,08202 19 0,02468 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 12,27556 test another_test another test_document document 1 0,00104 2 0,0033 3 0,00291 4 0,00192 5 0,00275 6 0,00146 7 0,00144 8 0,00213 9 0,0034 10 0,00087 11 0,00243 12 0,00115 13 0,00202 14 0,00259 15 0,00232 16 0,00279 17 0,00185 18 0,00353 19 0,00106 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 13,45196 test another_test another test_document document 1 0,00005 2 0,00015 3 0,00013 4 0,00009 5 0,00013 6 0,00007 7 0,00007 8 0,0001 9 0,00016 10 0,00004 11 0,00011 12 0,00005 13 0,00009 14 0,00012 15 0,00011 16 0,00013 17 0,00009 18 0,00016 19 0,00005 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 14,81177 test another_test another test_document document 1 0 2 0,00001 3 0,00001 4 0 5 0,00001 6 0 7 0 8 0 9 0,00001 10 0 11 0,00001 12 0 13 0 14 0,00001 15 0,00001 16 0,00001 17 0 18 0,00001 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 16,45626 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 18,48597 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 21,05068 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 24,38745 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -4,63071 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -4,72765 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -4,66617 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -4,51876 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46398 1 0,55341 2 1,06005 3 0,74213 4 0,9691 5 1,01904 6 0,64413 7 0,51066 8 0,5138 another_test 9 0,78543 10 0,33569 11 0,70664 test 12 0,41049 13 0,69573 document 14 0,83686 another 15 0,88564 16 0,88663 test 17 0,46592 18 0,69939 test_document 19 0,73338 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,75452 test another_test another test_document document 1 0,39404 2 1,25512 3 1,10425 4 0,72873 5 1,04433 6 0,55527 7 0,5483 8 0,80929 9 1,29295 10 0,33051 11 0,92369 12 0,43875 13 0,76662 14 0,98265 15 0,88087 16 1,06193 17 0,70246 18 1,34062 19 0,40344 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,46077 test another_test another test_document document 1 0,02411 2 0,07679 3 0,06756 4 0,04458 5 0,06389 6 0,03397 7 0,03355 8 0,04951 9 0,0791 10 0,02022 11 0,05651 12 0,02684 13 0,0469 14 0,06012 15 0,05389 16 0,06497 17 0,04298 18 0,08202 19 0,02468 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 12,27556 test another_test another test_document document 1 0,00104 2 0,0033 3 0,00291 4 0,00192 5 0,00275 6 0,00146 7 0,00144 8 0,00213 9 0,0034 10 0,00087 11 0,00243 12 0,00115 13 0,00202 14 0,00259 15 0,00232 16 0,00279 17 0,00185 18 0,00353 19 0,00106 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 13,45196 test another_test another test_document document 1 0,00005 2 0,00015 3 0,00013 4 0,00009 5 0,00013 6 0,00007 7 0,00007 8 0,0001 9 0,00016 10 0,00004 11 0,00011 12 0,00005 13 0,00009 14 0,00012 15 0,00011 16 0,00013 17 0,00009 18 0,00016 19 0,00005 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 14,81177 test another_test another test_document document 1 0 2 0,00001 3 0,00001 4 0 5 0,00001 6 0 7 0 8 0 9 0,00001 10 0 11 0,00001 12 0 13 0 14 0,00001 15 0,00001 16 0,00001 17 0 18 0,00001 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 16,45626 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 18,48597 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 21,05068 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 24,38745 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 19, 2024 3:15:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:15:50 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:15:50 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 19, 2024 3:15:50 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10721 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -10,9964 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,97249 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,96242 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n hard ca_n ca constantly days 1 0,25 day strong inside bright sense hopelessness much 2 0,25 worried gloomy overthinking stress unmotivated concerned dark 3 0,25 feeling hopeless tired worthless often empty helpless 4 0,25 bored depressed angry depression thinking optimistic suicidal 5 0,25 joy troubled enjoyment eating panic smiling afraid 6 0,25 sleep little feelings nothing well appetite social 7 0,25 mood low trying low_mood stay coping end 8 0,25 life time wanting happy people na na_na 9 0,25 feel sad felt depressed tired good upset 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious sad worried stressed tired happy love 12 0,25 depressed anxiety lethargic low lacking tearful times 13 0,25 lack energy motivation lonely lack_motivation see cant 14 0,25 low irritable scared empty isolated blue thoughts 15 0,25 sometimes fine past going overwhelmed get anxious 16 0,25 future things family optimistic friends positive hopeful 17 0,25 self sadness worry go anger flat grey 18 0,25 lonely sad feeling alone exhausted sad_lonely one 19 0,25 sad unhappy like energy despair despondent moody Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94399 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,9311 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,90608 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,88524 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,88554 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n work sleep hard ca_n ca nothing 1 0,25 day strong thoughts people suicidal negative inside 2 0,25 isolated angry stress drained world overthinking grey 3 0,25 feeling hopeless empty worthless numb pointless lost 4 0,25 bored tired thinking end enthusiastic point hobbies 5 0,25 sleeping sadness joy flat smiling eating energised 6 0,25 little feelings ok well slightly hopelessness general 7 0,25 low mood tired low_mood frustrated keeping coping 8 0,25 life time determined going na medication na_na 9 0,25 sad tired feel depressed exhausted upset felt 10 0,25 happy calm content joyful cheerful relaxed excited 11 0,25 worried anxious sad blue stressed scared concerned 12 0,25 depressed anxiety times trying yes social helps 13 0,25 energy lack motivation sleep lonely lacking lack_motivation 14 0,25 irritable just emotional miserable failure loss useless 15 0,25 sometimes fine light past get okay much 16 0,25 optimistic future family hopeful positive good friends 17 0,25 self sadness wanting worry constantly unmotivated anger 18 0,25 lonely alone like feeling sad depression one 19 0,25 unhappy sad feeling moody gloomy despair crying Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,92204 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,88793 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,90067 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,87253 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,87581 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work sleep n bored ca_n ca nothing 1 0,25 day people tired strong bright sense inside 2 0,25 lonely isolated stress grey fat dark looking 3 0,25 feeling hopeless empty wanting numb lost bleak 4 0,25 feel bored thinking enthusiastic focused dumps hobbies 5 0,25 sleeping weak enjoyment go panic struggling interest 6 0,25 little feelings tired days well slightly lot 7 0,25 low mood low_mood frustrated stay sad_low tired 8 0,25 life time want na going na_na medication 9 0,25 sad tired upset felt exhausted depressed feel 10 0,25 happy calm content cheerful joyful relaxed active 11 0,25 worried anxious stressed angry sad alone scared 12 0,25 depressed trying depression anxiety times bad coping 13 0,25 energy lack motivation lethargic lack_motivation lacking appetite 14 0,25 worthless just emotional loss light pointless miserable 15 0,25 often past much getting get okay helps 16 0,25 happy optimistic future family hopeful things good 17 0,25 self sadness low worry constantly anger loneliness 18 0,25 lonely like sometimes sad one sad_lonely alone 19 0,25 sad unhappy feeling gloomy moody despondent feeling_low Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86542 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,8678 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,88514 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,90474 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,88347 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n ca_n ca hope miss 1 0,25 day strong inside thoughts bright nothing sense 2 0,25 isolated go grey looking joy ugly enjoying 3 0,25 hopeless alone feeling empty wanting lost helpless 4 0,25 feel numb thinking life forward problems cloud 5 0,25 sleeping much heavy hungry rejected sluggish trapped 6 0,25 little times days ok slightly worrying getting 7 0,25 low mood low_mood upset stay want sad_low 8 0,25 time life going na medication weak eating 9 0,25 tired sad depressed felt exhausted upset feel 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 worried anxious sad stressed angry irritable scared 12 0,25 depressed trying depression anxiety feelings routine coping 13 0,25 energy lack motivation sleep low lonely lacking 14 0,25 worthless just failure loss miserable light tearful 15 0,25 feeling gloomy past hopelessness okay enthusiastic cool 16 0,25 future happy optimistic family hopeful life positive 17 0,25 self sadness worry stress often overthinking anger 18 0,25 lonely sad sometimes like sad_lonely drained world 19 0,25 sad feeling tired unhappy moody despair despondent Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86169 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,88519 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84026 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84483 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,85147 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n sleep hard ca_n ca 1 0,25 day people strong inside bright sense negative 2 0,25 empty go hopeless grey joy ugly fat 3 0,25 feeling hopeless alone tired wanting one lost 4 0,25 feel unmotivated alone want focused motivated okay 5 0,25 angry sleeping suicidal normal going well keeping 6 0,25 little times ok slightly getting relaxing distracted 7 0,25 low mood low_mood stay dumps panic sad_low 8 0,25 life time thinking na na_na annoyed days 9 0,25 sad tired depressed felt upset exhausted frustrated 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious worried sad lonely stressed scared irritable 12 0,25 depressed trying depression anxiety feelings bad coping 13 0,25 energy lack motivation low lethargic loss lacking 14 0,25 just miserable failure tearful enthusiastic emotional concerned 15 0,25 light past end weak looking emotions balanced 16 0,25 optimistic future family happy hopeful positive good 17 0,25 self sadness worry numb stress worthless overthinking 18 0,25 feeling lonely sometimes like often sad_lonely isolated 19 0,25 sad unhappy gloomy despondent sad_unhappy despair lazy Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08969] Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,38304 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,54402 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54444 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,56991 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,55319 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20732 sleep things work n ca_n ca hope 1 0,21463 stressed sense strong thinking negative inside edge 2 0,2185 sad go fat past resigned positive grey_fat 3 0,2524 hopeless alone one empty tired feeling bleak 4 0,22043 emotional empty worthless stay confident living glass 5 0,22812 numb rejected sadness okay really flat absolutely 6 0,2093 time often people depressed bit times sometimes 7 0,23757 low mood low_mood sad little upset want 8 0,22551 life time na despair end na_na just 9 0,27928 sad feel depressed felt tired sometimes upset 10 0,26631 happy calm cheerful joyful relaxed content family 11 0,27435 sad lonely worried anxious tired unhappy scared 12 0,22407 depressed trying depression day anxiety weak worry 13 0,23083 energy lack motivation low feeling loss concerned 14 0,22295 miserable phrase tearful past wanting control like 15 0,22735 life ok get routine feeling energised enemy 16 0,2516 optimistic hopeful life future sleeping active forward 17 0,23332 self sadness isolated loneliness self_esteem feelings failure 18 0,24529 feeling future like anxious feeling_like looking unhappy_sad 19 0,24629 bored house feelings sadness just positive mental Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13018] Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,55181 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,53119 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,5352 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,52803 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,52584 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,184 n sometimes ca ca_n wanting sleep eating 1 0,18506 thoughts sense strong phrase better thinking hope 2 0,18856 want friends lot fat walks short grey 3 0,25733 empty just one alone bored numb wanting 4 0,19189 life get enthusiastic inside overcome outlook panic 5 0,20211 sadness alone social black swings insomnia occasional 6 0,17986 depressed times bit depression little slightly end 7 0,21444 mood low things problems tired thinking lonely 8 0,19507 feelings na often bright na_na na_na_na apathy 9 0,2896 feel tired depressed felt exhausted people isolated 10 0,28221 happy calm content excited joyful cheerful relaxed 11 0,30341 sad lonely worried anxious hopeless tired upset 12 0,20376 sadness blue anger future stress worry mild 13 0,22702 feeling energy low lack motivation lack_motivation loss 14 0,18924 light mood change ok unhappy run everyone 15 0,19617 normal determined sleep worried depressed finding_hard growing 16 0,2469 time day world go helpless point sleeping 17 0,21969 self lethargic worthless tired medication self_esteem irritable 18 0,22076 feeling life like boring enjoying getting work 19 0,23442 bored things trying lazy despair hard isolated Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15014] Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,52938 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,47263 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,4976 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,4846 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,48716 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,16351 n ca_n ca miss hope sleep social 1 0,16131 work sense strong medium_sense medium wish worthlessness 2 0,16692 looking despondent light fat grey isolated shame 3 0,23851 bored loss things see numb days anxiety 4 0,17202 time future motivated general constant little day 5 0,1685 phrase numb just miserable glass existence run 6 0,16305 depressed bit anxious often depression alone apathy 7 0,19137 mood low negative low_mood want quiet helps 8 0,16515 na na_na felt growing na_na_na much bothered 9 0,29054 alone feel felt one end friends bright 10 0,31137 happy calm optimistic content joyful relaxed excited 11 0,3789 sad tired lonely depressed worried hopeless anxious 12 0,18781 sadness anger stress hard bored blue things 13 0,23046 energy feeling lack low motivation sleep lack_motivation 14 0,15993 hungry stay_asleep headed cloud worthless listless emotional 15 0,17 little sometimes sometimes_lonely unmotivated composed unfocused ok 16 0,22558 time constantly way go going depression afraid 17 0,19944 self feelings self_esteem esteem worried positive medication 18 0,20274 feeling life like wanting sleeping feeling_like boring 19 0,20471 trying keeping coping people slightly unhappy_worried moody_tired Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16439] Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,50729 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,46319 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,45707 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,47896 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,43057 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14328 n ca_n ca nothing routine concentration n_sleep 1 0,14552 sense hopelessness enemy determined keeping medium_sense stress 2 0,14096 sleep thoughts relaxing deep anxiety sadness strong 3 0,20104 fine work normal despair struggling low snappy 4 0,14863 thoughts useless lot able change yes looking 5 0,14706 just numb frustrated half glass existence depressed_felt 6 0,15113 depressed depression anxiety times distracted mild concerned 7 0,16827 little mood things good ok bright general 8 0,14183 na na_na wanting na_na_na go much relaxed_ease 9 0,25292 feel sadness time bored life sleeping good 10 0,34424 happy optimistic life calm content hopeful future 11 0,48848 sad tired lonely depressed worried anxious hopeless 12 0,17279 bit phrase drinking bad contemplative social miss 13 0,23002 low energy feeling lack motivation mood low_mood 14 0,14687 past trying getting ugly occasionally care attentive 15 0,15011 better growing felt_happy sad_upset_tired ugly steady listless 16 0,19244 good well quiet cant_see headed tearful get 17 0,17537 self self_esteem hard esteem self_hatred low_self_esteem low_self 18 0,1916 feeling alone one wanting life constantly sleeping 19 0,1777 day trying support used cloud appreciative pain Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17054] Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,44846 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,37432 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,39385 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,41433 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,43535 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12641 n ca_n ca sleep hungry n_sleep ca_n_sleep 1 0,12879 life sense hope_future mood negative thoughts numb 2 0,12988 drained present family managed_meditation_helps managed happy_couple keeping_busy_trying 3 0,17392 new miss get light helps dog negative 4 0,1315 numb depression constantly getting little lonely grey 5 0,13285 just friends enthusiastic fed enjoying end bothered 6 0,13467 trying times bit slightly determined stay joy 7 0,15762 go people frustrated sleeping wanting time sleepy 8 0,13147 future na na_na na_na_na normal hearted frightened 9 0,22817 sadness stress blue inside slow ready emptiness 10 0,35879 happy calm optimistic content joyful hopeful cheerful 11 0,56542 sad feeling depressed tired lonely worried anxious 12 0,15101 way enemy avoiding tired_worried sad_hopeless dont worry 13 0,22291 lack motivation low energy mood low_mood lack_motivation 14 0,13122 bored phrase coping days stay_asleep debt stay 15 0,13419 ok feelings bright going usual fear despair 16 0,16863 yes overthinking drinking days hard looking time 17 0,15964 self esteem often self_esteem change self_hatred focused 18 0,17751 state much flat growing void sad_worried struggling 19 0,15647 past scared exhausted happy_joyful tearful social worry Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18356] Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,42062 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,34335 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3799 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,39523 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,35653 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11734 n ca_n ca hope miss phrase sleep 1 0,12086 feeling deep thoughts appreciative view people_view cool 2 0,11554 bored leave tearful resigned bleak low_irrelevant irrelevant 3 0,152 bit enemy change medication anger wrong snappy 4 0,11987 life negative thoughts hard scared isolation concentration 5 0,12756 end just sometimes_lonely na_na_na inside feelings thinking 6 0,12961 joyful_optimistic regretful panic happy_tired care ahead happy_feel 7 0,14331 worrying low_mood dumps tearful point sleepy lacking 8 0,12133 trying na na_na routine sometimes helps grey_fat 9 0,21422 depressed work stress anxiety lazy fed side 10 0,37192 happy life optimistic calm cheerful content hopeful 11 0,62915 sad feeling tired lonely low worried anxious 12 0,13734 helpless worry shame questionable fear overeating past 13 0,21145 lack motivation mood little lack_motivation day much 14 0,12008 time feelings lacking_motivation wasting health moments day 15 0,1236 depressed depression like odd short live times 16 0,14329 times usual physical bothered lot bad physical_activity_relaxing 17 0,14525 self self_esteem esteem sense hopelessness self_hatred hatred 18 0,15983 loneliness cope cant new now hollow kids 19 0,13468 trying sleepless way struggling growing despondent broken Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19527] Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,35129 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,33844 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33177 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,30962 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,35932 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10847 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,11028 people stay world living ok love gloomy 2 0,10838 flat end friends looking just half glass 3 0,13281 bit little time distressed pain stress enemy 4 0,10972 isolated everyone leave odd_one odd side unwanted 5 0,11836 trying na_na weak felt na na_na_na mild 6 0,11832 feeling distracted fear enjoying emptiness nothing overwhelmed 7 0,13445 past feelings control positive general steady world 8 0,11796 wanting appetite go unhappiness wanting_go finding_hard misery 9 0,1864 depressed work mood depression anxiety little keeping 10 0,37649 happy calm content life cheerful joyful optimistic 11 0,68942 sad tired feeling lonely low worried anxious 12 0,12807 joy way lot uninterested full people help 13 0,19794 sometimes occupied sometimes_lonely lacking worrying feelings brilliant 14 0,11552 day growing upset_tired extreme inside unfocused overwhelmed 15 0,1163 bored live sleeplessness better enough unmotivated worn 16 0,12886 phrase everything inside disturbed walks plan sad_gloomy 17 0,13451 self felt self_esteem esteem self_hatred hatred sense 18 0,14173 stay despair getting outside bored hate keeping 19 0,12141 loss failure heavy worthless thinking engaged depression Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,2076] Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,3335 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,30911 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,30941 Nov. 19, 2024 3:15:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,32053 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,32534 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10243 n ca_n ca miss social sleep n_sleep 1 0,10503 sleeping motivated content stress lack_appetite ok eating 2 0,1049 broken getting occasionally present frustration body family 3 0,1249 empty times thinking anxiety just half glass 4 0,10203 focused cant constantly cant_see inside heavy irritable 5 0,1082 sleeping na stressed na_na wanting flat na_na_na 6 0,11185 useless talkative living medication still disturbed cloud 7 0,12621 trying just sleepy enthusiastic hungry loathing fine 8 0,11547 depression loss people drinking fat yes live 9 0,17046 mild control worse boring sleepy tired_exhausted past 10 0,3762 happy calm life optimistic joyful future excited 11 0,73843 sad feeling tired depressed lonely low worried 12 0,12071 grey bored angry time go enemy tearful 13 0,17695 depression bored numb failure alone sadness worry 14 0,10928 quiet weight sad_unhappy better times weak bleak 15 0,10487 future avoiding change inside get thoughtful old 16 0,11589 trying phrase anxiety coping forlorn useless loving 17 0,13072 hard bored light world sense strong_sense medium 18 0,12669 end wanting okay everyone relationships fight much 19 0,11096 panic friends energy sad_felt want_sleep self using_innate_resilience Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22668] Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32094 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,25487 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,2985 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,30281 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,31134 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09344 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,10033 feel_sad bored well feel worried_marks hobbies_enthusiastic_gyming hobbies_enthusiastic 2 0,10329 worried black debt sad_moody gloomy problems isolation 3 0,11284 future isolated one jovial relaxing living physical 4 0,09994 mood slow friends help stay talk every 5 0,10873 na na_na na_na_na little yes despondent view 6 0,10722 emotional good_mood sleepless missing pain one loss 7 0,12211 life past friends balanced worse fear neutral 8 0,10969 fine state focused mood growing socializing existing 9 0,15306 nothing trying lost left odd mild occasional 10 0,37472 happy life calm cheerful optimistic joyful content 11 0,76748 sad feeling tired low lonely depressed anxious 12 0,11161 medication enemy tearful uselessness body time terribly_sad 13 0,15382 time days apathy better hopeless helps avoiding 14 0,10273 sense phrase sleeping existence hearted felt_happy much 15 0,1007 times little bit getting occasionally flat loss 16 0,10726 drinking resigned keeping get outside health anxious_worried 17 0,12182 inside afraid routine day strong_sense medium_sense discouraged 18 0,11548 trying day bothered drained grey_fat talkative grey 19 0,10487 wanting hard new end time finding_hard steady Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22516] Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,29264 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,28526 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,24847 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,223 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,264 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09142 n ca ca_n work miss care social 1 0,09829 flat enjoying stay blue meditation helps_focus_support helps_focus 2 0,09795 past things unhappiness apathetic edge loving taking 3 0,10716 grey isolated outside free go job friends 4 0,09681 self loss hatred self_hatred upset_tired busy appetite 5 0,10726 bored na na_na phrase na_na_na helps lot 6 0,10149 odd_one odd inside now feeling_hopeless wasting emptiness 7 0,11087 finding sometimes_lonely struggling level finding_hard ugly cool 8 0,10241 feeling_like getting hard black yes struggle days 9 0,13322 depression negative worrying occupied constantly sleeplessness headaches 10 0,37203 happy calm cheerful optimistic content joyful relaxed 11 0,79535 sad feeling tired low depressed lonely worried 12 0,10948 medication growing go optomistic peace enemy nights 13 0,13875 eating sleeping normal hollow fun others focus 14 0,09742 day trying sense hope hope_future strong_sense medium 15 0,0977 bit slightly just stress light half glass 16 0,10437 pointless moments concentrate sad_blue_lethargic lethargic_tired_energy blue_lethargic_tired life_enjoying_time 17 0,11227 feelings depressed well depression lonely_lost general edgy 18 0,11089 critical body hearted apetite much hard depression 19 0,10466 attentive mindful fat dull end okay positivity Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22755] Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,25364 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,23995 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,21652 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,23395 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24259 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,0897 n ca_n ca stress miss sleep n_sleep 1 0,09564 sleepy attentive emptiness emotions brain neutral_hopeful_optimistic balanced_neutral 2 0,09615 wanting living time help living_life leave neutral 3 0,1021 going talk problems sluggish isolated keeping blue_lethargic 4 0,09456 loss day insomnia smiling_bliss_enjoyment joyful_smiling uncommunicative moody_short_uncommunicative 5 0,09974 na na_na phrase na_na_na sleepless enthusiastic way 6 0,09867 ahead cant_see inside overcome confused edge feelings 7 0,10704 helps everyone black internal worrying useless well 8 0,09999 medication yes unhappiness contact distressed distressed_unhappy mindset 9 0,122 blue joy jovial used motivated routine marks_excited 10 0,36562 happy cheerful calm joyful relaxed family hopeful 11 0,80804 sad feeling tired depressed low lonely worried 12 0,10288 fine days stay half glass moving ok 13 0,1221 grey hard improve grey_fat feeling_like odd interest 14 0,09392 sense strong negative strong_sense medium_sense medium felt_happy 15 0,09439 hard wanting felt growing missing rejected edgy 16 0,10019 bright drained_energy buoyant mild past sleeplessness kids 17 0,10497 just enemy worthless resigned friends overwhelmed run 18 0,10532 optimistic numb better moments willpower excited_hobbies irritable_alone 19 0,1018 future end really self short self_hatred feeling_content Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23635] Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,18596 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,20853 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,23351 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,19483 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,17235 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08703 n ca_n ca miss na_na_na n_sleep ca_n_sleep 1 0,08928 looking worse general enjoy trying agitated tired_time_energy 2 0,09218 life ok clear drinking wrong cant panic 3 0,09437 people side mindful cant inside depressed_times enjoying 4 0,09453 wanting hard go worrying just thinking half 5 0,0942 na na_na self_hatred loss afraid growing now 6 0,09511 time little helps enemy away coping really 7 0,10418 determined state existence alive stay friendly scared 8 0,09516 go grey_fat odd_one odd guilt inside regretful 9 0,11031 change friends accepting loss routine unhappiness fight 10 0,35792 happy optimistic calm future content hopeful good 11 0,81581 sad tired feeling depressed low lonely worried 12 0,09819 hope future hope_future day medication without overdose 13 0,11364 sometimes end constantly just point bored agitated 14 0,08923 sense thoughts anything strong empty strong_sense medium 15 0,08906 trying phrase help well run occupied focus 16 0,09625 fed boring lazy wasting get fine happy_couple 17 0,10144 live past lots way unable content problems 18 0,09939 often peace moments critical hopelessness state_life happy_state_life 19 0,09721 depression depressed body mild enthusiastic short darkness Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22809] Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,20109 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,1587 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,16172 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,17576 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,16099 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08562 n ca_n ca stress stay n_sleep ca_n_sleep 1 0,08495 miss composed routine bad_news stressed_blue sad_blue_lethargic irritable_alone_low 2 0,08995 people way loss growing past sleeplessness excited_hobbies_enthusiastic 3 0,08999 wanting flat wanting_go go exhaustion help sleeping 4 0,09195 phrase rejected work alone_sad normal sad_hopeless_despair hopeless_despair 5 0,09045 na na_na na_na_na thoughts medication mixed behaviour 6 0,0934 mood helps frustrated finding_hard wasting get lethargy 7 0,09925 bit slightly sometimes house change tiredness self_loathing 8 0,09164 grey apathy grey_fat go fat outside sleeping 9 0,10271 anger worry nothing feeling_like boring guilt view 10 0,35015 happy calm optimistic content cheerful joyful hopeful 11 0,80592 sad feeling tired depressed lonely low worried 12 0,09496 time getting better hope hope_future wrong relaxing 13 0,11081 wish living enough frequently dead people worried 14 0,08653 sense strong strong_sense medium_sense medium existence sad_moody 15 0,09029 drinking enemy going afraid medication uncertain active 16 0,08888 edge good_mood fight used existing panic keep 17 0,09737 end just overwhelmed_lonely distracted everything regretful life_pointless 18 0,09421 trying worthless half felt_happy friends calm_happy emotional 19 0,09483 depression mild short live general enjoy occasional Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23452] Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,16091 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,15298 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,18005 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,17635 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,18054 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08313 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,08597 trying fed cool focus lot angry day 2 0,08711 people emptiness boring life_boring ugly exhaustion lonely_lost 3 0,0892 stress despair anger concerned weight cool just 4 0,08744 phrase going problems usual tense numb sleeping 5 0,08733 na hard na_na hope_future day na_na_na go 6 0,08828 energised relaxing past eating head lost joyful_smiling_bliss 7 0,09165 bit grey fat hatred ahead helps happy_couple_blips 8 0,08786 leave much void house dont getting see 9 0,09655 growing overeating edge struggle lack_appetite better trying 10 0,34025 happy calm content future cheerful optimistic depressed 11 0,78659 sad feeling tired low lonely worried depressed 12 0,09047 enemy change medication days depression apathy uncertain 13 0,10683 good hungry panic worthless happiness stressed others 14 0,0827 thoughts sense loneliness feel hopelessness strong_sense medium_sense 15 0,09079 loss good living lot sleepy medication good_enough 16 0,08668 times well distracted depressed_times general happy_tired making 17 0,08827 hearted sleeplessness present control concerned remaining_buoyant remaining 18 0,09343 depressed just half glass fight numb improve 19 0,09275 mild sometimes_lonely poor sleeping_much stress working occasional Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23906] Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,17923 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,1704 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,13489 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,17299 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20451 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08342 n ca_n ca miss work depressed dog 1 0,08172 just contact end resigned light stressed_blue lighter_balanced 2 0,08637 time kids friends phrase wasting just point 3 0,09025 motivated hungry feel cant cant_see overall better 4 0,08384 keeping steady isolated okay emotions anxious bad 5 0,08458 na na_na na_na_na feeling_hopeless getting times days 6 0,08769 want trying lot overwhelmed cope sleeplessness lonliness 7 0,09009 light change feel interest better focused get 8 0,08672 guilt worry_lack darkness worry upbeat hope_future without 9 0,09276 wanting finding life wanting_go relaxing mild sad_angry 10 0,3313 happy optimistic calm cheerful future good relaxed 11 0,77046 sad tired feeling depressed lonely low worried 12 0,08757 hope grey_fat usual go medication grey outside 13 0,09732 well joy thoughts rejected ready quiet unresponsive 14 0,08245 people sense loss strong joy strong_sense medium_sense 15 0,08785 side flat left phrase go exhaustion attentive 16 0,0799 balance organisation okay brilliant fatigued concerned meditation 17 0,08752 future helps lost half overdose now present 18 0,08855 enemy nights cool focused moments hope uncommunicative_unresponsive 19 0,09082 depression bit poor trying glass unhappiness constantly Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24004] Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,15489 Nov. 19, 2024 3:15:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 2 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10721 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -10,9964 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,97249 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,96242 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n hard ca_n ca constantly days 1 0,25 day strong inside bright sense hopelessness much 2 0,25 worried gloomy overthinking stress unmotivated concerned dark 3 0,25 feeling hopeless tired worthless often empty helpless 4 0,25 bored depressed angry depression thinking optimistic suicidal 5 0,25 joy troubled enjoyment eating panic smiling afraid 6 0,25 sleep little feelings nothing well appetite social 7 0,25 mood low trying low_mood stay coping end 8 0,25 life time wanting happy people na na_na 9 0,25 feel sad felt depressed tired good upset 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious sad worried stressed tired happy love 12 0,25 depressed anxiety lethargic low lacking tearful times 13 0,25 lack energy motivation lonely lack_motivation see cant 14 0,25 low irritable scared empty isolated blue thoughts 15 0,25 sometimes fine past going overwhelmed get anxious 16 0,25 future things family optimistic friends positive hopeful 17 0,25 self sadness worry go anger flat grey 18 0,25 lonely sad feeling alone exhausted sad_lonely one 19 0,25 sad unhappy like energy despair despondent moody Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94399 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,9311 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,90608 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,88524 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,88554 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n work sleep hard ca_n ca nothing 1 0,25 day strong thoughts people suicidal negative inside 2 0,25 isolated angry stress drained world overthinking grey 3 0,25 feeling hopeless empty worthless numb pointless lost 4 0,25 bored tired thinking end enthusiastic point hobbies 5 0,25 sleeping sadness joy flat smiling eating energised 6 0,25 little feelings ok well slightly hopelessness general 7 0,25 low mood tired low_mood frustrated keeping coping 8 0,25 life time determined going na medication na_na 9 0,25 sad tired feel depressed exhausted upset felt 10 0,25 happy calm content joyful cheerful relaxed excited 11 0,25 worried anxious sad blue stressed scared concerned 12 0,25 depressed anxiety times trying yes social helps 13 0,25 energy lack motivation sleep lonely lacking lack_motivation 14 0,25 irritable just emotional miserable failure loss useless 15 0,25 sometimes fine light past get okay much 16 0,25 optimistic future family hopeful positive good friends 17 0,25 self sadness wanting worry constantly unmotivated anger 18 0,25 lonely alone like feeling sad depression one 19 0,25 unhappy sad feeling moody gloomy despair crying Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,92204 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,88793 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,90067 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,87253 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,87581 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work sleep n bored ca_n ca nothing 1 0,25 day people tired strong bright sense inside 2 0,25 lonely isolated stress grey fat dark looking 3 0,25 feeling hopeless empty wanting numb lost bleak 4 0,25 feel bored thinking enthusiastic focused dumps hobbies 5 0,25 sleeping weak enjoyment go panic struggling interest 6 0,25 little feelings tired days well slightly lot 7 0,25 low mood low_mood frustrated stay sad_low tired 8 0,25 life time want na going na_na medication 9 0,25 sad tired upset felt exhausted depressed feel 10 0,25 happy calm content cheerful joyful relaxed active 11 0,25 worried anxious stressed angry sad alone scared 12 0,25 depressed trying depression anxiety times bad coping 13 0,25 energy lack motivation lethargic lack_motivation lacking appetite 14 0,25 worthless just emotional loss light pointless miserable 15 0,25 often past much getting get okay helps 16 0,25 happy optimistic future family hopeful things good 17 0,25 self sadness low worry constantly anger loneliness 18 0,25 lonely like sometimes sad one sad_lonely alone 19 0,25 sad unhappy feeling gloomy moody despondent feeling_low Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86542 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,8678 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,88514 Nov. 19, 2024 3:16:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,90474 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,88347 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n ca_n ca hope miss 1 0,25 day strong inside thoughts bright nothing sense 2 0,25 isolated go grey looking joy ugly enjoying 3 0,25 hopeless alone feeling empty wanting lost helpless 4 0,25 feel numb thinking life forward problems cloud 5 0,25 sleeping much heavy hungry rejected sluggish trapped 6 0,25 little times days ok slightly worrying getting 7 0,25 low mood low_mood upset stay want sad_low 8 0,25 time life going na medication weak eating 9 0,25 tired sad depressed felt exhausted upset feel 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 worried anxious sad stressed angry irritable scared 12 0,25 depressed trying depression anxiety feelings routine coping 13 0,25 energy lack motivation sleep low lonely lacking 14 0,25 worthless just failure loss miserable light tearful 15 0,25 feeling gloomy past hopelessness okay enthusiastic cool 16 0,25 future happy optimistic family hopeful life positive 17 0,25 self sadness worry stress often overthinking anger 18 0,25 lonely sad sometimes like sad_lonely drained world 19 0,25 sad feeling tired unhappy moody despair despondent Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86169 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,88519 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84026 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84483 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,85147 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n sleep hard ca_n ca 1 0,25 day people strong inside bright sense negative 2 0,25 empty go hopeless grey joy ugly fat 3 0,25 feeling hopeless alone tired wanting one lost 4 0,25 feel unmotivated alone want focused motivated okay 5 0,25 angry sleeping suicidal normal going well keeping 6 0,25 little times ok slightly getting relaxing distracted 7 0,25 low mood low_mood stay dumps panic sad_low 8 0,25 life time thinking na na_na annoyed days 9 0,25 sad tired depressed felt upset exhausted frustrated 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious worried sad lonely stressed scared irritable 12 0,25 depressed trying depression anxiety feelings bad coping 13 0,25 energy lack motivation low lethargic loss lacking 14 0,25 just miserable failure tearful enthusiastic emotional concerned 15 0,25 light past end weak looking emotions balanced 16 0,25 optimistic future family happy hopeful positive good 17 0,25 self sadness worry numb stress worthless overthinking 18 0,25 feeling lonely sometimes like often sad_lonely isolated 19 0,25 sad unhappy gloomy despondent sad_unhappy despair lazy Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08969] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,38304 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,54402 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54444 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,56991 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,55319 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20732 sleep things work n ca_n ca hope 1 0,21463 stressed sense strong thinking negative inside edge 2 0,2185 sad go fat past resigned positive grey_fat 3 0,2524 hopeless alone one empty tired feeling bleak 4 0,22043 emotional empty worthless stay confident living glass 5 0,22812 numb rejected sadness okay really flat absolutely 6 0,2093 time often people depressed bit times sometimes 7 0,23757 low mood low_mood sad little upset want 8 0,22551 life time na despair end na_na just 9 0,27928 sad feel depressed felt tired sometimes upset 10 0,26631 happy calm cheerful joyful relaxed content family 11 0,27435 sad lonely worried anxious tired unhappy scared 12 0,22407 depressed trying depression day anxiety weak worry 13 0,23083 energy lack motivation low feeling loss concerned 14 0,22295 miserable phrase tearful past wanting control like 15 0,22735 life ok get routine feeling energised enemy 16 0,2516 optimistic hopeful life future sleeping active forward 17 0,23332 self sadness isolated loneliness self_esteem feelings failure 18 0,24529 feeling future like anxious feeling_like looking unhappy_sad 19 0,24629 bored house feelings sadness just positive mental Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13018] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,55181 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,53119 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,5352 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,52803 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,52584 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,184 n sometimes ca ca_n wanting sleep eating 1 0,18506 thoughts sense strong phrase better thinking hope 2 0,18856 want friends lot fat walks short grey 3 0,25733 empty just one alone bored numb wanting 4 0,19189 life get enthusiastic inside overcome outlook panic 5 0,20211 sadness alone social black swings insomnia occasional 6 0,17986 depressed times bit depression little slightly end 7 0,21444 mood low things problems tired thinking lonely 8 0,19507 feelings na often bright na_na na_na_na apathy 9 0,2896 feel tired depressed felt exhausted people isolated 10 0,28221 happy calm content excited joyful cheerful relaxed 11 0,30341 sad lonely worried anxious hopeless tired upset 12 0,20376 sadness blue anger future stress worry mild 13 0,22702 feeling energy low lack motivation lack_motivation loss 14 0,18924 light mood change ok unhappy run everyone 15 0,19617 normal determined sleep worried depressed finding_hard growing 16 0,2469 time day world go helpless point sleeping 17 0,21969 self lethargic worthless tired medication self_esteem irritable 18 0,22076 feeling life like boring enjoying getting work 19 0,23442 bored things trying lazy despair hard isolated Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15014] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,52938 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,47263 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,4976 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,4846 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,48716 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,16351 n ca_n ca miss hope sleep social 1 0,16131 work sense strong medium_sense medium wish worthlessness 2 0,16692 looking despondent light fat grey isolated shame 3 0,23851 bored loss things see numb days anxiety 4 0,17202 time future motivated general constant little day 5 0,1685 phrase numb just miserable glass existence run 6 0,16305 depressed bit anxious often depression alone apathy 7 0,19137 mood low negative low_mood want quiet helps 8 0,16515 na na_na felt growing na_na_na much bothered 9 0,29054 alone feel felt one end friends bright 10 0,31137 happy calm optimistic content joyful relaxed excited 11 0,3789 sad tired lonely depressed worried hopeless anxious 12 0,18781 sadness anger stress hard bored blue things 13 0,23046 energy feeling lack low motivation sleep lack_motivation 14 0,15993 hungry stay_asleep headed cloud worthless listless emotional 15 0,17 little sometimes sometimes_lonely unmotivated composed unfocused ok 16 0,22558 time constantly way go going depression afraid 17 0,19944 self feelings self_esteem esteem worried positive medication 18 0,20274 feeling life like wanting sleeping feeling_like boring 19 0,20471 trying keeping coping people slightly unhappy_worried moody_tired Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16439] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,50729 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,46319 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,45707 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,47896 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,43057 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14328 n ca_n ca nothing routine concentration n_sleep 1 0,14552 sense hopelessness enemy determined keeping medium_sense stress 2 0,14096 sleep thoughts relaxing deep anxiety sadness strong 3 0,20104 fine work normal despair struggling low snappy 4 0,14863 thoughts useless lot able change yes looking 5 0,14706 just numb frustrated half glass existence depressed_felt 6 0,15113 depressed depression anxiety times distracted mild concerned 7 0,16827 little mood things good ok bright general 8 0,14183 na na_na wanting na_na_na go much relaxed_ease 9 0,25292 feel sadness time bored life sleeping good 10 0,34424 happy optimistic life calm content hopeful future 11 0,48848 sad tired lonely depressed worried anxious hopeless 12 0,17279 bit phrase drinking bad contemplative social miss 13 0,23002 low energy feeling lack motivation mood low_mood 14 0,14687 past trying getting ugly occasionally care attentive 15 0,15011 better growing felt_happy sad_upset_tired ugly steady listless 16 0,19244 good well quiet cant_see headed tearful get 17 0,17537 self self_esteem hard esteem self_hatred low_self_esteem low_self 18 0,1916 feeling alone one wanting life constantly sleeping 19 0,1777 day trying support used cloud appreciative pain Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17054] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,44846 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,37432 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,39385 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,41433 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,43535 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12641 n ca_n ca sleep hungry n_sleep ca_n_sleep 1 0,12879 life sense hope_future mood negative thoughts numb 2 0,12988 drained present family managed_meditation_helps managed happy_couple keeping_busy_trying 3 0,17392 new miss get light helps dog negative 4 0,1315 numb depression constantly getting little lonely grey 5 0,13285 just friends enthusiastic fed enjoying end bothered 6 0,13467 trying times bit slightly determined stay joy 7 0,15762 go people frustrated sleeping wanting time sleepy 8 0,13147 future na na_na na_na_na normal hearted frightened 9 0,22817 sadness stress blue inside slow ready emptiness 10 0,35879 happy calm optimistic content joyful hopeful cheerful 11 0,56542 sad feeling depressed tired lonely worried anxious 12 0,15101 way enemy avoiding tired_worried sad_hopeless dont worry 13 0,22291 lack motivation low energy mood low_mood lack_motivation 14 0,13122 bored phrase coping days stay_asleep debt stay 15 0,13419 ok feelings bright going usual fear despair 16 0,16863 yes overthinking drinking days hard looking time 17 0,15964 self esteem often self_esteem change self_hatred focused 18 0,17751 state much flat growing void sad_worried struggling 19 0,15647 past scared exhausted happy_joyful tearful social worry Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18356] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,42062 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,34335 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3799 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,39523 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,35653 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11734 n ca_n ca hope miss phrase sleep 1 0,12086 feeling deep thoughts appreciative view people_view cool 2 0,11554 bored leave tearful resigned bleak low_irrelevant irrelevant 3 0,152 bit enemy change medication anger wrong snappy 4 0,11987 life negative thoughts hard scared isolation concentration 5 0,12756 end just sometimes_lonely na_na_na inside feelings thinking 6 0,12961 joyful_optimistic regretful panic happy_tired care ahead happy_feel 7 0,14331 worrying low_mood dumps tearful point sleepy lacking 8 0,12133 trying na na_na routine sometimes helps grey_fat 9 0,21422 depressed work stress anxiety lazy fed side 10 0,37192 happy life optimistic calm cheerful content hopeful 11 0,62915 sad feeling tired lonely low worried anxious 12 0,13734 helpless worry shame questionable fear overeating past 13 0,21145 lack motivation mood little lack_motivation day much 14 0,12008 time feelings lacking_motivation wasting health moments day 15 0,1236 depressed depression like odd short live times 16 0,14329 times usual physical bothered lot bad physical_activity_relaxing 17 0,14525 self self_esteem esteem sense hopelessness self_hatred hatred 18 0,15983 loneliness cope cant new now hollow kids 19 0,13468 trying sleepless way struggling growing despondent broken Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19527] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,35129 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,33844 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33177 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,30962 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,35932 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10847 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,11028 people stay world living ok love gloomy 2 0,10838 flat end friends looking just half glass 3 0,13281 bit little time distressed pain stress enemy 4 0,10972 isolated everyone leave odd_one odd side unwanted 5 0,11836 trying na_na weak felt na na_na_na mild 6 0,11832 feeling distracted fear enjoying emptiness nothing overwhelmed 7 0,13445 past feelings control positive general steady world 8 0,11796 wanting appetite go unhappiness wanting_go finding_hard misery 9 0,1864 depressed work mood depression anxiety little keeping 10 0,37649 happy calm content life cheerful joyful optimistic 11 0,68942 sad tired feeling lonely low worried anxious 12 0,12807 joy way lot uninterested full people help 13 0,19794 sometimes occupied sometimes_lonely lacking worrying feelings brilliant 14 0,11552 day growing upset_tired extreme inside unfocused overwhelmed 15 0,1163 bored live sleeplessness better enough unmotivated worn 16 0,12886 phrase everything inside disturbed walks plan sad_gloomy 17 0,13451 self felt self_esteem esteem self_hatred hatred sense 18 0,14173 stay despair getting outside bored hate keeping 19 0,12141 loss failure heavy worthless thinking engaged depression Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,2076] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,3335 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,30911 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,30941 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,32053 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,32534 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10243 n ca_n ca miss social sleep n_sleep 1 0,10503 sleeping motivated content stress lack_appetite ok eating 2 0,1049 broken getting occasionally present frustration body family 3 0,1249 empty times thinking anxiety just half glass 4 0,10203 focused cant constantly cant_see inside heavy irritable 5 0,1082 sleeping na stressed na_na wanting flat na_na_na 6 0,11185 useless talkative living medication still disturbed cloud 7 0,12621 trying just sleepy enthusiastic hungry loathing fine 8 0,11547 depression loss people drinking fat yes live 9 0,17046 mild control worse boring sleepy tired_exhausted past 10 0,3762 happy calm life optimistic joyful future excited 11 0,73843 sad feeling tired depressed lonely low worried 12 0,12071 grey bored angry time go enemy tearful 13 0,17695 depression bored numb failure alone sadness worry 14 0,10928 quiet weight sad_unhappy better times weak bleak 15 0,10487 future avoiding change inside get thoughtful old 16 0,11589 trying phrase anxiety coping forlorn useless loving 17 0,13072 hard bored light world sense strong_sense medium 18 0,12669 end wanting okay everyone relationships fight much 19 0,11096 panic friends energy sad_felt want_sleep self using_innate_resilience Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22668] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32094 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,25487 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,2985 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,30281 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,31134 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09344 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,10033 feel_sad bored well feel worried_marks hobbies_enthusiastic_gyming hobbies_enthusiastic 2 0,10329 worried black debt sad_moody gloomy problems isolation 3 0,11284 future isolated one jovial relaxing living physical 4 0,09994 mood slow friends help stay talk every 5 0,10873 na na_na na_na_na little yes despondent view 6 0,10722 emotional good_mood sleepless missing pain one loss 7 0,12211 life past friends balanced worse fear neutral 8 0,10969 fine state focused mood growing socializing existing 9 0,15306 nothing trying lost left odd mild occasional 10 0,37472 happy life calm cheerful optimistic joyful content 11 0,76748 sad feeling tired low lonely depressed anxious 12 0,11161 medication enemy tearful uselessness body time terribly_sad 13 0,15382 time days apathy better hopeless helps avoiding 14 0,10273 sense phrase sleeping existence hearted felt_happy much 15 0,1007 times little bit getting occasionally flat loss 16 0,10726 drinking resigned keeping get outside health anxious_worried 17 0,12182 inside afraid routine day strong_sense medium_sense discouraged 18 0,11548 trying day bothered drained grey_fat talkative grey 19 0,10487 wanting hard new end time finding_hard steady Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22516] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,29264 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,28526 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,24847 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,223 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,264 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09142 n ca ca_n work miss care social 1 0,09829 flat enjoying stay blue meditation helps_focus_support helps_focus 2 0,09795 past things unhappiness apathetic edge loving taking 3 0,10716 grey isolated outside free go job friends 4 0,09681 self loss hatred self_hatred upset_tired busy appetite 5 0,10726 bored na na_na phrase na_na_na helps lot 6 0,10149 odd_one odd inside now feeling_hopeless wasting emptiness 7 0,11087 finding sometimes_lonely struggling level finding_hard ugly cool 8 0,10241 feeling_like getting hard black yes struggle days 9 0,13322 depression negative worrying occupied constantly sleeplessness headaches 10 0,37203 happy calm cheerful optimistic content joyful relaxed 11 0,79535 sad feeling tired low depressed lonely worried 12 0,10948 medication growing go optomistic peace enemy nights 13 0,13875 eating sleeping normal hollow fun others focus 14 0,09742 day trying sense hope hope_future strong_sense medium 15 0,0977 bit slightly just stress light half glass 16 0,10437 pointless moments concentrate sad_blue_lethargic lethargic_tired_energy blue_lethargic_tired life_enjoying_time 17 0,11227 feelings depressed well depression lonely_lost general edgy 18 0,11089 critical body hearted apetite much hard depression 19 0,10466 attentive mindful fat dull end okay positivity Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22755] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,25364 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,23995 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,21652 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,23395 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24259 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,0897 n ca_n ca stress miss sleep n_sleep 1 0,09564 sleepy attentive emptiness emotions brain neutral_hopeful_optimistic balanced_neutral 2 0,09615 wanting living time help living_life leave neutral 3 0,1021 going talk problems sluggish isolated keeping blue_lethargic 4 0,09456 loss day insomnia smiling_bliss_enjoyment joyful_smiling uncommunicative moody_short_uncommunicative 5 0,09974 na na_na phrase na_na_na sleepless enthusiastic way 6 0,09867 ahead cant_see inside overcome confused edge feelings 7 0,10704 helps everyone black internal worrying useless well 8 0,09999 medication yes unhappiness contact distressed distressed_unhappy mindset 9 0,122 blue joy jovial used motivated routine marks_excited 10 0,36562 happy cheerful calm joyful relaxed family hopeful 11 0,80804 sad feeling tired depressed low lonely worried 12 0,10288 fine days stay half glass moving ok 13 0,1221 grey hard improve grey_fat feeling_like odd interest 14 0,09392 sense strong negative strong_sense medium_sense medium felt_happy 15 0,09439 hard wanting felt growing missing rejected edgy 16 0,10019 bright drained_energy buoyant mild past sleeplessness kids 17 0,10497 just enemy worthless resigned friends overwhelmed run 18 0,10532 optimistic numb better moments willpower excited_hobbies irritable_alone 19 0,1018 future end really self short self_hatred feeling_content Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23635] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,18596 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,20853 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,23351 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,19483 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,17235 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08703 n ca_n ca miss na_na_na n_sleep ca_n_sleep 1 0,08928 looking worse general enjoy trying agitated tired_time_energy 2 0,09218 life ok clear drinking wrong cant panic 3 0,09437 people side mindful cant inside depressed_times enjoying 4 0,09453 wanting hard go worrying just thinking half 5 0,0942 na na_na self_hatred loss afraid growing now 6 0,09511 time little helps enemy away coping really 7 0,10418 determined state existence alive stay friendly scared 8 0,09516 go grey_fat odd_one odd guilt inside regretful 9 0,11031 change friends accepting loss routine unhappiness fight 10 0,35792 happy optimistic calm future content hopeful good 11 0,81581 sad tired feeling depressed low lonely worried 12 0,09819 hope future hope_future day medication without overdose 13 0,11364 sometimes end constantly just point bored agitated 14 0,08923 sense thoughts anything strong empty strong_sense medium 15 0,08906 trying phrase help well run occupied focus 16 0,09625 fed boring lazy wasting get fine happy_couple 17 0,10144 live past lots way unable content problems 18 0,09939 often peace moments critical hopelessness state_life happy_state_life 19 0,09721 depression depressed body mild enthusiastic short darkness Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22809] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,20109 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,1587 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,16172 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,17576 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,16099 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08562 n ca_n ca stress stay n_sleep ca_n_sleep 1 0,08495 miss composed routine bad_news stressed_blue sad_blue_lethargic irritable_alone_low 2 0,08995 people way loss growing past sleeplessness excited_hobbies_enthusiastic 3 0,08999 wanting flat wanting_go go exhaustion help sleeping 4 0,09195 phrase rejected work alone_sad normal sad_hopeless_despair hopeless_despair 5 0,09045 na na_na na_na_na thoughts medication mixed behaviour 6 0,0934 mood helps frustrated finding_hard wasting get lethargy 7 0,09925 bit slightly sometimes house change tiredness self_loathing 8 0,09164 grey apathy grey_fat go fat outside sleeping 9 0,10271 anger worry nothing feeling_like boring guilt view 10 0,35015 happy calm optimistic content cheerful joyful hopeful 11 0,80592 sad feeling tired depressed lonely low worried 12 0,09496 time getting better hope hope_future wrong relaxing 13 0,11081 wish living enough frequently dead people worried 14 0,08653 sense strong strong_sense medium_sense medium existence sad_moody 15 0,09029 drinking enemy going afraid medication uncertain active 16 0,08888 edge good_mood fight used existing panic keep 17 0,09737 end just overwhelmed_lonely distracted everything regretful life_pointless 18 0,09421 trying worthless half felt_happy friends calm_happy emotional 19 0,09483 depression mild short live general enjoy occasional Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23452] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,16091 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,15298 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,18005 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,17635 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,18054 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08313 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,08597 trying fed cool focus lot angry day 2 0,08711 people emptiness boring life_boring ugly exhaustion lonely_lost 3 0,0892 stress despair anger concerned weight cool just 4 0,08744 phrase going problems usual tense numb sleeping 5 0,08733 na hard na_na hope_future day na_na_na go 6 0,08828 energised relaxing past eating head lost joyful_smiling_bliss 7 0,09165 bit grey fat hatred ahead helps happy_couple_blips 8 0,08786 leave much void house dont getting see 9 0,09655 growing overeating edge struggle lack_appetite better trying 10 0,34025 happy calm content future cheerful optimistic depressed 11 0,78659 sad feeling tired low lonely worried depressed 12 0,09047 enemy change medication days depression apathy uncertain 13 0,10683 good hungry panic worthless happiness stressed others 14 0,0827 thoughts sense loneliness feel hopelessness strong_sense medium_sense 15 0,09079 loss good living lot sleepy medication good_enough 16 0,08668 times well distracted depressed_times general happy_tired making 17 0,08827 hearted sleeplessness present control concerned remaining_buoyant remaining 18 0,09343 depressed just half glass fight numb improve 19 0,09275 mild sometimes_lonely poor sleeping_much stress working occasional Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23906] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,17923 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,1704 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,13489 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,17299 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20451 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08342 n ca_n ca miss work depressed dog 1 0,08172 just contact end resigned light stressed_blue lighter_balanced 2 0,08637 time kids friends phrase wasting just point 3 0,09025 motivated hungry feel cant cant_see overall better 4 0,08384 keeping steady isolated okay emotions anxious bad 5 0,08458 na na_na na_na_na feeling_hopeless getting times days 6 0,08769 want trying lot overwhelmed cope sleeplessness lonliness 7 0,09009 light change feel interest better focused get 8 0,08672 guilt worry_lack darkness worry upbeat hope_future without 9 0,09276 wanting finding life wanting_go relaxing mild sad_angry 10 0,3313 happy optimistic calm cheerful future good relaxed 11 0,77046 sad tired feeling depressed lonely low worried 12 0,08757 hope grey_fat usual go medication grey outside 13 0,09732 well joy thoughts rejected ready quiet unresponsive 14 0,08245 people sense loss strong joy strong_sense medium_sense 15 0,08785 side flat left phrase go exhaustion attentive 16 0,0799 balance organisation okay brilliant fatigued concerned meditation 17 0,08752 future helps lost half overdose now present 18 0,08855 enemy nights cool focused moments hope uncommunicative_unresponsive 19 0,09082 depression bit poor trying glass unhappiness constantly Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24004] Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,15489 Nov. 19, 2024 3:16:13 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10721 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -10,9964 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,97249 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,96242 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n hard ca_n ca constantly days 1 0,25 day strong inside bright sense hopelessness much 2 0,25 worried gloomy overthinking stress unmotivated concerned dark 3 0,25 feeling hopeless tired worthless often empty helpless 4 0,25 bored depressed angry depression thinking optimistic suicidal 5 0,25 joy troubled enjoyment eating panic smiling afraid 6 0,25 sleep little feelings nothing well appetite social 7 0,25 mood low trying low_mood stay coping end 8 0,25 life time wanting happy people na na_na 9 0,25 feel sad felt depressed tired good upset 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious sad worried stressed tired happy love 12 0,25 depressed anxiety lethargic low lacking tearful times 13 0,25 lack energy motivation lonely lack_motivation see cant 14 0,25 low irritable scared empty isolated blue thoughts 15 0,25 sometimes fine past going overwhelmed get anxious 16 0,25 future things family optimistic friends positive hopeful 17 0,25 self sadness worry go anger flat grey 18 0,25 lonely sad feeling alone exhausted sad_lonely one 19 0,25 sad unhappy like energy despair despondent moody Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94399 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,9311 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,90608 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,88524 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,88554 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n work sleep hard ca_n ca nothing 1 0,25 day strong thoughts people suicidal negative inside 2 0,25 isolated angry stress drained world overthinking grey 3 0,25 feeling hopeless empty worthless numb pointless lost 4 0,25 bored tired thinking end enthusiastic point hobbies 5 0,25 sleeping sadness joy flat smiling eating energised 6 0,25 little feelings ok well slightly hopelessness general 7 0,25 low mood tired low_mood frustrated keeping coping 8 0,25 life time determined going na medication na_na 9 0,25 sad tired feel depressed exhausted upset felt 10 0,25 happy calm content joyful cheerful relaxed excited 11 0,25 worried anxious sad blue stressed scared concerned 12 0,25 depressed anxiety times trying yes social helps 13 0,25 energy lack motivation sleep lonely lacking lack_motivation 14 0,25 irritable just emotional miserable failure loss useless 15 0,25 sometimes fine light past get okay much 16 0,25 optimistic future family hopeful positive good friends 17 0,25 self sadness wanting worry constantly unmotivated anger 18 0,25 lonely alone like feeling sad depression one 19 0,25 unhappy sad feeling moody gloomy despair crying Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,92204 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,88793 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,90067 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,87253 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,87581 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work sleep n bored ca_n ca nothing 1 0,25 day people tired strong bright sense inside 2 0,25 lonely isolated stress grey fat dark looking 3 0,25 feeling hopeless empty wanting numb lost bleak 4 0,25 feel bored thinking enthusiastic focused dumps hobbies 5 0,25 sleeping weak enjoyment go panic struggling interest 6 0,25 little feelings tired days well slightly lot 7 0,25 low mood low_mood frustrated stay sad_low tired 8 0,25 life time want na going na_na medication 9 0,25 sad tired upset felt exhausted depressed feel 10 0,25 happy calm content cheerful joyful relaxed active 11 0,25 worried anxious stressed angry sad alone scared 12 0,25 depressed trying depression anxiety times bad coping 13 0,25 energy lack motivation lethargic lack_motivation lacking appetite 14 0,25 worthless just emotional loss light pointless miserable 15 0,25 often past much getting get okay helps 16 0,25 happy optimistic future family hopeful things good 17 0,25 self sadness low worry constantly anger loneliness 18 0,25 lonely like sometimes sad one sad_lonely alone 19 0,25 sad unhappy feeling gloomy moody despondent feeling_low Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86542 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,8678 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,88514 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,90474 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,88347 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n ca_n ca hope miss 1 0,25 day strong inside thoughts bright nothing sense 2 0,25 isolated go grey looking joy ugly enjoying 3 0,25 hopeless alone feeling empty wanting lost helpless 4 0,25 feel numb thinking life forward problems cloud 5 0,25 sleeping much heavy hungry rejected sluggish trapped 6 0,25 little times days ok slightly worrying getting 7 0,25 low mood low_mood upset stay want sad_low 8 0,25 time life going na medication weak eating 9 0,25 tired sad depressed felt exhausted upset feel 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 worried anxious sad stressed angry irritable scared 12 0,25 depressed trying depression anxiety feelings routine coping 13 0,25 energy lack motivation sleep low lonely lacking 14 0,25 worthless just failure loss miserable light tearful 15 0,25 feeling gloomy past hopelessness okay enthusiastic cool 16 0,25 future happy optimistic family hopeful life positive 17 0,25 self sadness worry stress often overthinking anger 18 0,25 lonely sad sometimes like sad_lonely drained world 19 0,25 sad feeling tired unhappy moody despair despondent Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86169 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,88519 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84026 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84483 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,85147 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n sleep hard ca_n ca 1 0,25 day people strong inside bright sense negative 2 0,25 empty go hopeless grey joy ugly fat 3 0,25 feeling hopeless alone tired wanting one lost 4 0,25 feel unmotivated alone want focused motivated okay 5 0,25 angry sleeping suicidal normal going well keeping 6 0,25 little times ok slightly getting relaxing distracted 7 0,25 low mood low_mood stay dumps panic sad_low 8 0,25 life time thinking na na_na annoyed days 9 0,25 sad tired depressed felt upset exhausted frustrated 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious worried sad lonely stressed scared irritable 12 0,25 depressed trying depression anxiety feelings bad coping 13 0,25 energy lack motivation low lethargic loss lacking 14 0,25 just miserable failure tearful enthusiastic emotional concerned 15 0,25 light past end weak looking emotions balanced 16 0,25 optimistic future family happy hopeful positive good 17 0,25 self sadness worry numb stress worthless overthinking 18 0,25 feeling lonely sometimes like often sad_lonely isolated 19 0,25 sad unhappy gloomy despondent sad_unhappy despair lazy Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08969] Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,38304 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,54402 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54444 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,56991 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,55319 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20732 sleep things work n ca_n ca hope 1 0,21463 stressed sense strong thinking negative inside edge 2 0,2185 sad go fat past resigned positive grey_fat 3 0,2524 hopeless alone one empty tired feeling bleak 4 0,22043 emotional empty worthless stay confident living glass 5 0,22812 numb rejected sadness okay really flat absolutely 6 0,2093 time often people depressed bit times sometimes 7 0,23757 low mood low_mood sad little upset want 8 0,22551 life time na despair end na_na just 9 0,27928 sad feel depressed felt tired sometimes upset 10 0,26631 happy calm cheerful joyful relaxed content family 11 0,27435 sad lonely worried anxious tired unhappy scared 12 0,22407 depressed trying depression day anxiety weak worry 13 0,23083 energy lack motivation low feeling loss concerned 14 0,22295 miserable phrase tearful past wanting control like 15 0,22735 life ok get routine feeling energised enemy 16 0,2516 optimistic hopeful life future sleeping active forward 17 0,23332 self sadness isolated loneliness self_esteem feelings failure 18 0,24529 feeling future like anxious feeling_like looking unhappy_sad 19 0,24629 bored house feelings sadness just positive mental Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13018] Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,55181 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,53119 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,5352 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,52803 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,52584 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,184 n sometimes ca ca_n wanting sleep eating 1 0,18506 thoughts sense strong phrase better thinking hope 2 0,18856 want friends lot fat walks short grey 3 0,25733 empty just one alone bored numb wanting 4 0,19189 life get enthusiastic inside overcome outlook panic 5 0,20211 sadness alone social black swings insomnia occasional 6 0,17986 depressed times bit depression little slightly end 7 0,21444 mood low things problems tired thinking lonely 8 0,19507 feelings na often bright na_na na_na_na apathy 9 0,2896 feel tired depressed felt exhausted people isolated 10 0,28221 happy calm content excited joyful cheerful relaxed 11 0,30341 sad lonely worried anxious hopeless tired upset 12 0,20376 sadness blue anger future stress worry mild 13 0,22702 feeling energy low lack motivation lack_motivation loss 14 0,18924 light mood change ok unhappy run everyone 15 0,19617 normal determined sleep worried depressed finding_hard growing 16 0,2469 time day world go helpless point sleeping 17 0,21969 self lethargic worthless tired medication self_esteem irritable 18 0,22076 feeling life like boring enjoying getting work 19 0,23442 bored things trying lazy despair hard isolated Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15014] Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,52938 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,47263 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,4976 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,4846 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,48716 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,16351 n ca_n ca miss hope sleep social 1 0,16131 work sense strong medium_sense medium wish worthlessness 2 0,16692 looking despondent light fat grey isolated shame 3 0,23851 bored loss things see numb days anxiety 4 0,17202 time future motivated general constant little day 5 0,1685 phrase numb just miserable glass existence run 6 0,16305 depressed bit anxious often depression alone apathy 7 0,19137 mood low negative low_mood want quiet helps 8 0,16515 na na_na felt growing na_na_na much bothered 9 0,29054 alone feel felt one end friends bright 10 0,31137 happy calm optimistic content joyful relaxed excited 11 0,3789 sad tired lonely depressed worried hopeless anxious 12 0,18781 sadness anger stress hard bored blue things 13 0,23046 energy feeling lack low motivation sleep lack_motivation 14 0,15993 hungry stay_asleep headed cloud worthless listless emotional 15 0,17 little sometimes sometimes_lonely unmotivated composed unfocused ok 16 0,22558 time constantly way go going depression afraid 17 0,19944 self feelings self_esteem esteem worried positive medication 18 0,20274 feeling life like wanting sleeping feeling_like boring 19 0,20471 trying keeping coping people slightly unhappy_worried moody_tired Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16439] Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,50729 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,46319 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,45707 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,47896 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,43057 Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14328 n ca_n ca nothing routine concentration n_sleep 1 0,14552 sense hopelessness enemy determined keeping medium_sense stress 2 0,14096 sleep thoughts relaxing deep anxiety sadness strong 3 0,20104 fine work normal despair struggling low snappy 4 0,14863 thoughts useless lot able change yes looking 5 0,14706 just numb frustrated half glass existence depressed_felt 6 0,15113 depressed depression anxiety times distracted mild concerned 7 0,16827 little mood things good ok bright general 8 0,14183 na na_na wanting na_na_na go much relaxed_ease 9 0,25292 feel sadness time bored life sleeping good 10 0,34424 happy optimistic life calm content hopeful future 11 0,48848 sad tired lonely depressed worried anxious hopeless 12 0,17279 bit phrase drinking bad contemplative social miss 13 0,23002 low energy feeling lack motivation mood low_mood 14 0,14687 past trying getting ugly occasionally care attentive 15 0,15011 better growing felt_happy sad_upset_tired ugly steady listless 16 0,19244 good well quiet cant_see headed tearful get 17 0,17537 self self_esteem hard esteem self_hatred low_self_esteem low_self 18 0,1916 feeling alone one wanting life constantly sleeping 19 0,1777 day trying support used cloud appreciative pain Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17054] Nov. 19, 2024 3:16:34 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,44846 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,37432 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,39385 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,41433 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,43535 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12641 n ca_n ca sleep hungry n_sleep ca_n_sleep 1 0,12879 life sense hope_future mood negative thoughts numb 2 0,12988 drained present family managed_meditation_helps managed happy_couple keeping_busy_trying 3 0,17392 new miss get light helps dog negative 4 0,1315 numb depression constantly getting little lonely grey 5 0,13285 just friends enthusiastic fed enjoying end bothered 6 0,13467 trying times bit slightly determined stay joy 7 0,15762 go people frustrated sleeping wanting time sleepy 8 0,13147 future na na_na na_na_na normal hearted frightened 9 0,22817 sadness stress blue inside slow ready emptiness 10 0,35879 happy calm optimistic content joyful hopeful cheerful 11 0,56542 sad feeling depressed tired lonely worried anxious 12 0,15101 way enemy avoiding tired_worried sad_hopeless dont worry 13 0,22291 lack motivation low energy mood low_mood lack_motivation 14 0,13122 bored phrase coping days stay_asleep debt stay 15 0,13419 ok feelings bright going usual fear despair 16 0,16863 yes overthinking drinking days hard looking time 17 0,15964 self esteem often self_esteem change self_hatred focused 18 0,17751 state much flat growing void sad_worried struggling 19 0,15647 past scared exhausted happy_joyful tearful social worry Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18356] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,42062 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,34335 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3799 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,39523 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,35653 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11734 n ca_n ca hope miss phrase sleep 1 0,12086 feeling deep thoughts appreciative view people_view cool 2 0,11554 bored leave tearful resigned bleak low_irrelevant irrelevant 3 0,152 bit enemy change medication anger wrong snappy 4 0,11987 life negative thoughts hard scared isolation concentration 5 0,12756 end just sometimes_lonely na_na_na inside feelings thinking 6 0,12961 joyful_optimistic regretful panic happy_tired care ahead happy_feel 7 0,14331 worrying low_mood dumps tearful point sleepy lacking 8 0,12133 trying na na_na routine sometimes helps grey_fat 9 0,21422 depressed work stress anxiety lazy fed side 10 0,37192 happy life optimistic calm cheerful content hopeful 11 0,62915 sad feeling tired lonely low worried anxious 12 0,13734 helpless worry shame questionable fear overeating past 13 0,21145 lack motivation mood little lack_motivation day much 14 0,12008 time feelings lacking_motivation wasting health moments day 15 0,1236 depressed depression like odd short live times 16 0,14329 times usual physical bothered lot bad physical_activity_relaxing 17 0,14525 self self_esteem esteem sense hopelessness self_hatred hatred 18 0,15983 loneliness cope cant new now hollow kids 19 0,13468 trying sleepless way struggling growing despondent broken Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19527] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,35129 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,33844 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33177 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,30962 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,35932 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10847 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,11028 people stay world living ok love gloomy 2 0,10838 flat end friends looking just half glass 3 0,13281 bit little time distressed pain stress enemy 4 0,10972 isolated everyone leave odd_one odd side unwanted 5 0,11836 trying na_na weak felt na na_na_na mild 6 0,11832 feeling distracted fear enjoying emptiness nothing overwhelmed 7 0,13445 past feelings control positive general steady world 8 0,11796 wanting appetite go unhappiness wanting_go finding_hard misery 9 0,1864 depressed work mood depression anxiety little keeping 10 0,37649 happy calm content life cheerful joyful optimistic 11 0,68942 sad tired feeling lonely low worried anxious 12 0,12807 joy way lot uninterested full people help 13 0,19794 sometimes occupied sometimes_lonely lacking worrying feelings brilliant 14 0,11552 day growing upset_tired extreme inside unfocused overwhelmed 15 0,1163 bored live sleeplessness better enough unmotivated worn 16 0,12886 phrase everything inside disturbed walks plan sad_gloomy 17 0,13451 self felt self_esteem esteem self_hatred hatred sense 18 0,14173 stay despair getting outside bored hate keeping 19 0,12141 loss failure heavy worthless thinking engaged depression Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,2076] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,3335 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,30911 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,30941 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,32053 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,32534 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10243 n ca_n ca miss social sleep n_sleep 1 0,10503 sleeping motivated content stress lack_appetite ok eating 2 0,1049 broken getting occasionally present frustration body family 3 0,1249 empty times thinking anxiety just half glass 4 0,10203 focused cant constantly cant_see inside heavy irritable 5 0,1082 sleeping na stressed na_na wanting flat na_na_na 6 0,11185 useless talkative living medication still disturbed cloud 7 0,12621 trying just sleepy enthusiastic hungry loathing fine 8 0,11547 depression loss people drinking fat yes live 9 0,17046 mild control worse boring sleepy tired_exhausted past 10 0,3762 happy calm life optimistic joyful future excited 11 0,73843 sad feeling tired depressed lonely low worried 12 0,12071 grey bored angry time go enemy tearful 13 0,17695 depression bored numb failure alone sadness worry 14 0,10928 quiet weight sad_unhappy better times weak bleak 15 0,10487 future avoiding change inside get thoughtful old 16 0,11589 trying phrase anxiety coping forlorn useless loving 17 0,13072 hard bored light world sense strong_sense medium 18 0,12669 end wanting okay everyone relationships fight much 19 0,11096 panic friends energy sad_felt want_sleep self using_innate_resilience Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22668] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32094 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,25487 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,2985 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,30281 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,31134 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09344 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,10033 feel_sad bored well feel worried_marks hobbies_enthusiastic_gyming hobbies_enthusiastic 2 0,10329 worried black debt sad_moody gloomy problems isolation 3 0,11284 future isolated one jovial relaxing living physical 4 0,09994 mood slow friends help stay talk every 5 0,10873 na na_na na_na_na little yes despondent view 6 0,10722 emotional good_mood sleepless missing pain one loss 7 0,12211 life past friends balanced worse fear neutral 8 0,10969 fine state focused mood growing socializing existing 9 0,15306 nothing trying lost left odd mild occasional 10 0,37472 happy life calm cheerful optimistic joyful content 11 0,76748 sad feeling tired low lonely depressed anxious 12 0,11161 medication enemy tearful uselessness body time terribly_sad 13 0,15382 time days apathy better hopeless helps avoiding 14 0,10273 sense phrase sleeping existence hearted felt_happy much 15 0,1007 times little bit getting occasionally flat loss 16 0,10726 drinking resigned keeping get outside health anxious_worried 17 0,12182 inside afraid routine day strong_sense medium_sense discouraged 18 0,11548 trying day bothered drained grey_fat talkative grey 19 0,10487 wanting hard new end time finding_hard steady Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22516] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,29264 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,28526 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,24847 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,223 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,264 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09142 n ca ca_n work miss care social 1 0,09829 flat enjoying stay blue meditation helps_focus_support helps_focus 2 0,09795 past things unhappiness apathetic edge loving taking 3 0,10716 grey isolated outside free go job friends 4 0,09681 self loss hatred self_hatred upset_tired busy appetite 5 0,10726 bored na na_na phrase na_na_na helps lot 6 0,10149 odd_one odd inside now feeling_hopeless wasting emptiness 7 0,11087 finding sometimes_lonely struggling level finding_hard ugly cool 8 0,10241 feeling_like getting hard black yes struggle days 9 0,13322 depression negative worrying occupied constantly sleeplessness headaches 10 0,37203 happy calm cheerful optimistic content joyful relaxed 11 0,79535 sad feeling tired low depressed lonely worried 12 0,10948 medication growing go optomistic peace enemy nights 13 0,13875 eating sleeping normal hollow fun others focus 14 0,09742 day trying sense hope hope_future strong_sense medium 15 0,0977 bit slightly just stress light half glass 16 0,10437 pointless moments concentrate sad_blue_lethargic lethargic_tired_energy blue_lethargic_tired life_enjoying_time 17 0,11227 feelings depressed well depression lonely_lost general edgy 18 0,11089 critical body hearted apetite much hard depression 19 0,10466 attentive mindful fat dull end okay positivity Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22755] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,25364 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,23995 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,21652 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,23395 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24259 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,0897 n ca_n ca stress miss sleep n_sleep 1 0,09564 sleepy attentive emptiness emotions brain neutral_hopeful_optimistic balanced_neutral 2 0,09615 wanting living time help living_life leave neutral 3 0,1021 going talk problems sluggish isolated keeping blue_lethargic 4 0,09456 loss day insomnia smiling_bliss_enjoyment joyful_smiling uncommunicative moody_short_uncommunicative 5 0,09974 na na_na phrase na_na_na sleepless enthusiastic way 6 0,09867 ahead cant_see inside overcome confused edge feelings 7 0,10704 helps everyone black internal worrying useless well 8 0,09999 medication yes unhappiness contact distressed distressed_unhappy mindset 9 0,122 blue joy jovial used motivated routine marks_excited 10 0,36562 happy cheerful calm joyful relaxed family hopeful 11 0,80804 sad feeling tired depressed low lonely worried 12 0,10288 fine days stay half glass moving ok 13 0,1221 grey hard improve grey_fat feeling_like odd interest 14 0,09392 sense strong negative strong_sense medium_sense medium felt_happy 15 0,09439 hard wanting felt growing missing rejected edgy 16 0,10019 bright drained_energy buoyant mild past sleeplessness kids 17 0,10497 just enemy worthless resigned friends overwhelmed run 18 0,10532 optimistic numb better moments willpower excited_hobbies irritable_alone 19 0,1018 future end really self short self_hatred feeling_content Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23635] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,18596 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,20853 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,23351 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,19483 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,17235 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08703 n ca_n ca miss na_na_na n_sleep ca_n_sleep 1 0,08928 looking worse general enjoy trying agitated tired_time_energy 2 0,09218 life ok clear drinking wrong cant panic 3 0,09437 people side mindful cant inside depressed_times enjoying 4 0,09453 wanting hard go worrying just thinking half 5 0,0942 na na_na self_hatred loss afraid growing now 6 0,09511 time little helps enemy away coping really 7 0,10418 determined state existence alive stay friendly scared 8 0,09516 go grey_fat odd_one odd guilt inside regretful 9 0,11031 change friends accepting loss routine unhappiness fight 10 0,35792 happy optimistic calm future content hopeful good 11 0,81581 sad tired feeling depressed low lonely worried 12 0,09819 hope future hope_future day medication without overdose 13 0,11364 sometimes end constantly just point bored agitated 14 0,08923 sense thoughts anything strong empty strong_sense medium 15 0,08906 trying phrase help well run occupied focus 16 0,09625 fed boring lazy wasting get fine happy_couple 17 0,10144 live past lots way unable content problems 18 0,09939 often peace moments critical hopelessness state_life happy_state_life 19 0,09721 depression depressed body mild enthusiastic short darkness Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22809] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,20109 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,1587 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,16172 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,17576 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,16099 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08562 n ca_n ca stress stay n_sleep ca_n_sleep 1 0,08495 miss composed routine bad_news stressed_blue sad_blue_lethargic irritable_alone_low 2 0,08995 people way loss growing past sleeplessness excited_hobbies_enthusiastic 3 0,08999 wanting flat wanting_go go exhaustion help sleeping 4 0,09195 phrase rejected work alone_sad normal sad_hopeless_despair hopeless_despair 5 0,09045 na na_na na_na_na thoughts medication mixed behaviour 6 0,0934 mood helps frustrated finding_hard wasting get lethargy 7 0,09925 bit slightly sometimes house change tiredness self_loathing 8 0,09164 grey apathy grey_fat go fat outside sleeping 9 0,10271 anger worry nothing feeling_like boring guilt view 10 0,35015 happy calm optimistic content cheerful joyful hopeful 11 0,80592 sad feeling tired depressed lonely low worried 12 0,09496 time getting better hope hope_future wrong relaxing 13 0,11081 wish living enough frequently dead people worried 14 0,08653 sense strong strong_sense medium_sense medium existence sad_moody 15 0,09029 drinking enemy going afraid medication uncertain active 16 0,08888 edge good_mood fight used existing panic keep 17 0,09737 end just overwhelmed_lonely distracted everything regretful life_pointless 18 0,09421 trying worthless half felt_happy friends calm_happy emotional 19 0,09483 depression mild short live general enjoy occasional Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23452] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,16091 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,15298 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,18005 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,17635 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,18054 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08313 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,08597 trying fed cool focus lot angry day 2 0,08711 people emptiness boring life_boring ugly exhaustion lonely_lost 3 0,0892 stress despair anger concerned weight cool just 4 0,08744 phrase going problems usual tense numb sleeping 5 0,08733 na hard na_na hope_future day na_na_na go 6 0,08828 energised relaxing past eating head lost joyful_smiling_bliss 7 0,09165 bit grey fat hatred ahead helps happy_couple_blips 8 0,08786 leave much void house dont getting see 9 0,09655 growing overeating edge struggle lack_appetite better trying 10 0,34025 happy calm content future cheerful optimistic depressed 11 0,78659 sad feeling tired low lonely worried depressed 12 0,09047 enemy change medication days depression apathy uncertain 13 0,10683 good hungry panic worthless happiness stressed others 14 0,0827 thoughts sense loneliness feel hopelessness strong_sense medium_sense 15 0,09079 loss good living lot sleepy medication good_enough 16 0,08668 times well distracted depressed_times general happy_tired making 17 0,08827 hearted sleeplessness present control concerned remaining_buoyant remaining 18 0,09343 depressed just half glass fight numb improve 19 0,09275 mild sometimes_lonely poor sleeping_much stress working occasional Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23906] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,17923 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,1704 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,13489 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,17299 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20451 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08342 n ca_n ca miss work depressed dog 1 0,08172 just contact end resigned light stressed_blue lighter_balanced 2 0,08637 time kids friends phrase wasting just point 3 0,09025 motivated hungry feel cant cant_see overall better 4 0,08384 keeping steady isolated okay emotions anxious bad 5 0,08458 na na_na na_na_na feeling_hopeless getting times days 6 0,08769 want trying lot overwhelmed cope sleeplessness lonliness 7 0,09009 light change feel interest better focused get 8 0,08672 guilt worry_lack darkness worry upbeat hope_future without 9 0,09276 wanting finding life wanting_go relaxing mild sad_angry 10 0,3313 happy optimistic calm cheerful future good relaxed 11 0,77046 sad tired feeling depressed lonely low worried 12 0,08757 hope grey_fat usual go medication grey outside 13 0,09732 well joy thoughts rejected ready quiet unresponsive 14 0,08245 people sense loss strong joy strong_sense medium_sense 15 0,08785 side flat left phrase go exhaustion attentive 16 0,0799 balance organisation okay brilliant fatigued concerned meditation 17 0,08752 future helps lost half overdose now present 18 0,08855 enemy nights cool focused moments hope uncommunicative_unresponsive 19 0,09082 depression bit poor trying glass unhappiness constantly Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24004] Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,15489 Nov. 19, 2024 3:16:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_123/preds.rds" [1] "Predictions are saved in./results/seed_123/preds.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10721 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -10,9964 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,97249 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,96242 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n hard ca_n ca constantly days 1 0,25 day strong inside bright sense hopelessness much 2 0,25 worried gloomy overthinking stress unmotivated concerned dark 3 0,25 feeling hopeless tired worthless often empty helpless 4 0,25 bored depressed angry depression thinking optimistic suicidal 5 0,25 joy troubled enjoyment eating panic smiling afraid 6 0,25 sleep little feelings nothing well appetite social 7 0,25 mood low trying low_mood stay coping end 8 0,25 life time wanting happy people na na_na 9 0,25 feel sad felt depressed tired good upset 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious sad worried stressed tired happy love 12 0,25 depressed anxiety lethargic low lacking tearful times 13 0,25 lack energy motivation lonely lack_motivation see cant 14 0,25 low irritable scared empty isolated blue thoughts 15 0,25 sometimes fine past going overwhelmed get anxious 16 0,25 future things family optimistic friends positive hopeful 17 0,25 self sadness worry go anger flat grey 18 0,25 lonely sad feeling alone exhausted sad_lonely one 19 0,25 sad unhappy like energy despair despondent moody Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94399 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,9311 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,90608 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,88524 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,88554 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n work sleep hard ca_n ca nothing 1 0,25 day strong thoughts people suicidal negative inside 2 0,25 isolated angry stress drained world overthinking grey 3 0,25 feeling hopeless empty worthless numb pointless lost 4 0,25 bored tired thinking end enthusiastic point hobbies 5 0,25 sleeping sadness joy flat smiling eating energised 6 0,25 little feelings ok well slightly hopelessness general 7 0,25 low mood tired low_mood frustrated keeping coping 8 0,25 life time determined going na medication na_na 9 0,25 sad tired feel depressed exhausted upset felt 10 0,25 happy calm content joyful cheerful relaxed excited 11 0,25 worried anxious sad blue stressed scared concerned 12 0,25 depressed anxiety times trying yes social helps 13 0,25 energy lack motivation sleep lonely lacking lack_motivation 14 0,25 irritable just emotional miserable failure loss useless 15 0,25 sometimes fine light past get okay much 16 0,25 optimistic future family hopeful positive good friends 17 0,25 self sadness wanting worry constantly unmotivated anger 18 0,25 lonely alone like feeling sad depression one 19 0,25 unhappy sad feeling moody gloomy despair crying Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,92204 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,88793 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,90067 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,87253 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,87581 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work sleep n bored ca_n ca nothing 1 0,25 day people tired strong bright sense inside 2 0,25 lonely isolated stress grey fat dark looking 3 0,25 feeling hopeless empty wanting numb lost bleak 4 0,25 feel bored thinking enthusiastic focused dumps hobbies 5 0,25 sleeping weak enjoyment go panic struggling interest 6 0,25 little feelings tired days well slightly lot 7 0,25 low mood low_mood frustrated stay sad_low tired 8 0,25 life time want na going na_na medication 9 0,25 sad tired upset felt exhausted depressed feel 10 0,25 happy calm content cheerful joyful relaxed active 11 0,25 worried anxious stressed angry sad alone scared 12 0,25 depressed trying depression anxiety times bad coping 13 0,25 energy lack motivation lethargic lack_motivation lacking appetite 14 0,25 worthless just emotional loss light pointless miserable 15 0,25 often past much getting get okay helps 16 0,25 happy optimistic future family hopeful things good 17 0,25 self sadness low worry constantly anger loneliness 18 0,25 lonely like sometimes sad one sad_lonely alone 19 0,25 sad unhappy feeling gloomy moody despondent feeling_low Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86542 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,8678 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,88514 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,90474 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,88347 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n ca_n ca hope miss 1 0,25 day strong inside thoughts bright nothing sense 2 0,25 isolated go grey looking joy ugly enjoying 3 0,25 hopeless alone feeling empty wanting lost helpless 4 0,25 feel numb thinking life forward problems cloud 5 0,25 sleeping much heavy hungry rejected sluggish trapped 6 0,25 little times days ok slightly worrying getting 7 0,25 low mood low_mood upset stay want sad_low 8 0,25 time life going na medication weak eating 9 0,25 tired sad depressed felt exhausted upset feel 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 worried anxious sad stressed angry irritable scared 12 0,25 depressed trying depression anxiety feelings routine coping 13 0,25 energy lack motivation sleep low lonely lacking 14 0,25 worthless just failure loss miserable light tearful 15 0,25 feeling gloomy past hopelessness okay enthusiastic cool 16 0,25 future happy optimistic family hopeful life positive 17 0,25 self sadness worry stress often overthinking anger 18 0,25 lonely sad sometimes like sad_lonely drained world 19 0,25 sad feeling tired unhappy moody despair despondent Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86169 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,88519 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84026 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84483 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,85147 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n sleep hard ca_n ca 1 0,25 day people strong inside bright sense negative 2 0,25 empty go hopeless grey joy ugly fat 3 0,25 feeling hopeless alone tired wanting one lost 4 0,25 feel unmotivated alone want focused motivated okay 5 0,25 angry sleeping suicidal normal going well keeping 6 0,25 little times ok slightly getting relaxing distracted 7 0,25 low mood low_mood stay dumps panic sad_low 8 0,25 life time thinking na na_na annoyed days 9 0,25 sad tired depressed felt upset exhausted frustrated 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious worried sad lonely stressed scared irritable 12 0,25 depressed trying depression anxiety feelings bad coping 13 0,25 energy lack motivation low lethargic loss lacking 14 0,25 just miserable failure tearful enthusiastic emotional concerned 15 0,25 light past end weak looking emotions balanced 16 0,25 optimistic future family happy hopeful positive good 17 0,25 self sadness worry numb stress worthless overthinking 18 0,25 feeling lonely sometimes like often sad_lonely isolated 19 0,25 sad unhappy gloomy despondent sad_unhappy despair lazy Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08969] Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,38304 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,54402 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54444 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,56991 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,55319 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20732 sleep things work n ca_n ca hope 1 0,21463 stressed sense strong thinking negative inside edge 2 0,2185 sad go fat past resigned positive grey_fat 3 0,2524 hopeless alone one empty tired feeling bleak 4 0,22043 emotional empty worthless stay confident living glass 5 0,22812 numb rejected sadness okay really flat absolutely 6 0,2093 time often people depressed bit times sometimes 7 0,23757 low mood low_mood sad little upset want 8 0,22551 life time na despair end na_na just 9 0,27928 sad feel depressed felt tired sometimes upset 10 0,26631 happy calm cheerful joyful relaxed content family 11 0,27435 sad lonely worried anxious tired unhappy scared 12 0,22407 depressed trying depression day anxiety weak worry 13 0,23083 energy lack motivation low feeling loss concerned 14 0,22295 miserable phrase tearful past wanting control like 15 0,22735 life ok get routine feeling energised enemy 16 0,2516 optimistic hopeful life future sleeping active forward 17 0,23332 self sadness isolated loneliness self_esteem feelings failure 18 0,24529 feeling future like anxious feeling_like looking unhappy_sad 19 0,24629 bored house feelings sadness just positive mental Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13018] Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,55181 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,53119 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,5352 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,52803 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,52584 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,184 n sometimes ca ca_n wanting sleep eating 1 0,18506 thoughts sense strong phrase better thinking hope 2 0,18856 want friends lot fat walks short grey 3 0,25733 empty just one alone bored numb wanting 4 0,19189 life get enthusiastic inside overcome outlook panic 5 0,20211 sadness alone social black swings insomnia occasional 6 0,17986 depressed times bit depression little slightly end 7 0,21444 mood low things problems tired thinking lonely 8 0,19507 feelings na often bright na_na na_na_na apathy 9 0,2896 feel tired depressed felt exhausted people isolated 10 0,28221 happy calm content excited joyful cheerful relaxed 11 0,30341 sad lonely worried anxious hopeless tired upset 12 0,20376 sadness blue anger future stress worry mild 13 0,22702 feeling energy low lack motivation lack_motivation loss 14 0,18924 light mood change ok unhappy run everyone 15 0,19617 normal determined sleep worried depressed finding_hard growing 16 0,2469 time day world go helpless point sleeping 17 0,21969 self lethargic worthless tired medication self_esteem irritable 18 0,22076 feeling life like boring enjoying getting work 19 0,23442 bored things trying lazy despair hard isolated Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15014] Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,52938 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,47263 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,4976 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,4846 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,48716 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,16351 n ca_n ca miss hope sleep social 1 0,16131 work sense strong medium_sense medium wish worthlessness 2 0,16692 looking despondent light fat grey isolated shame 3 0,23851 bored loss things see numb days anxiety 4 0,17202 time future motivated general constant little day 5 0,1685 phrase numb just miserable glass existence run 6 0,16305 depressed bit anxious often depression alone apathy 7 0,19137 mood low negative low_mood want quiet helps 8 0,16515 na na_na felt growing na_na_na much bothered 9 0,29054 alone feel felt one end friends bright 10 0,31137 happy calm optimistic content joyful relaxed excited 11 0,3789 sad tired lonely depressed worried hopeless anxious 12 0,18781 sadness anger stress hard bored blue things 13 0,23046 energy feeling lack low motivation sleep lack_motivation 14 0,15993 hungry stay_asleep headed cloud worthless listless emotional 15 0,17 little sometimes sometimes_lonely unmotivated composed unfocused ok 16 0,22558 time constantly way go going depression afraid 17 0,19944 self feelings self_esteem esteem worried positive medication 18 0,20274 feeling life like wanting sleeping feeling_like boring 19 0,20471 trying keeping coping people slightly unhappy_worried moody_tired Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16439] Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,50729 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,46319 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,45707 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,47896 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,43057 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14328 n ca_n ca nothing routine concentration n_sleep 1 0,14552 sense hopelessness enemy determined keeping medium_sense stress 2 0,14096 sleep thoughts relaxing deep anxiety sadness strong 3 0,20104 fine work normal despair struggling low snappy 4 0,14863 thoughts useless lot able change yes looking 5 0,14706 just numb frustrated half glass existence depressed_felt 6 0,15113 depressed depression anxiety times distracted mild concerned 7 0,16827 little mood things good ok bright general 8 0,14183 na na_na wanting na_na_na go much relaxed_ease 9 0,25292 feel sadness time bored life sleeping good 10 0,34424 happy optimistic life calm content hopeful future 11 0,48848 sad tired lonely depressed worried anxious hopeless 12 0,17279 bit phrase drinking bad contemplative social miss 13 0,23002 low energy feeling lack motivation mood low_mood 14 0,14687 past trying getting ugly occasionally care attentive 15 0,15011 better growing felt_happy sad_upset_tired ugly steady listless 16 0,19244 good well quiet cant_see headed tearful get 17 0,17537 self self_esteem hard esteem self_hatred low_self_esteem low_self 18 0,1916 feeling alone one wanting life constantly sleeping 19 0,1777 day trying support used cloud appreciative pain Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17054] Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,44846 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,37432 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,39385 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,41433 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,43535 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12641 n ca_n ca sleep hungry n_sleep ca_n_sleep 1 0,12879 life sense hope_future mood negative thoughts numb 2 0,12988 drained present family managed_meditation_helps managed happy_couple keeping_busy_trying 3 0,17392 new miss get light helps dog negative 4 0,1315 numb depression constantly getting little lonely grey 5 0,13285 just friends enthusiastic fed enjoying end bothered 6 0,13467 trying times bit slightly determined stay joy 7 0,15762 go people frustrated sleeping wanting time sleepy 8 0,13147 future na na_na na_na_na normal hearted frightened 9 0,22817 sadness stress blue inside slow ready emptiness 10 0,35879 happy calm optimistic content joyful hopeful cheerful 11 0,56542 sad feeling depressed tired lonely worried anxious 12 0,15101 way enemy avoiding tired_worried sad_hopeless dont worry 13 0,22291 lack motivation low energy mood low_mood lack_motivation 14 0,13122 bored phrase coping days stay_asleep debt stay 15 0,13419 ok feelings bright going usual fear despair 16 0,16863 yes overthinking drinking days hard looking time 17 0,15964 self esteem often self_esteem change self_hatred focused 18 0,17751 state much flat growing void sad_worried struggling 19 0,15647 past scared exhausted happy_joyful tearful social worry Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18356] Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,42062 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,34335 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3799 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,39523 Nov. 19, 2024 3:16:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,35653 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11734 n ca_n ca hope miss phrase sleep 1 0,12086 feeling deep thoughts appreciative view people_view cool 2 0,11554 bored leave tearful resigned bleak low_irrelevant irrelevant 3 0,152 bit enemy change medication anger wrong snappy 4 0,11987 life negative thoughts hard scared isolation concentration 5 0,12756 end just sometimes_lonely na_na_na inside feelings thinking 6 0,12961 joyful_optimistic regretful panic happy_tired care ahead happy_feel 7 0,14331 worrying low_mood dumps tearful point sleepy lacking 8 0,12133 trying na na_na routine sometimes helps grey_fat 9 0,21422 depressed work stress anxiety lazy fed side 10 0,37192 happy life optimistic calm cheerful content hopeful 11 0,62915 sad feeling tired lonely low worried anxious 12 0,13734 helpless worry shame questionable fear overeating past 13 0,21145 lack motivation mood little lack_motivation day much 14 0,12008 time feelings lacking_motivation wasting health moments day 15 0,1236 depressed depression like odd short live times 16 0,14329 times usual physical bothered lot bad physical_activity_relaxing 17 0,14525 self self_esteem esteem sense hopelessness self_hatred hatred 18 0,15983 loneliness cope cant new now hollow kids 19 0,13468 trying sleepless way struggling growing despondent broken Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19527] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,35129 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,33844 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33177 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,30962 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,35932 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10847 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,11028 people stay world living ok love gloomy 2 0,10838 flat end friends looking just half glass 3 0,13281 bit little time distressed pain stress enemy 4 0,10972 isolated everyone leave odd_one odd side unwanted 5 0,11836 trying na_na weak felt na na_na_na mild 6 0,11832 feeling distracted fear enjoying emptiness nothing overwhelmed 7 0,13445 past feelings control positive general steady world 8 0,11796 wanting appetite go unhappiness wanting_go finding_hard misery 9 0,1864 depressed work mood depression anxiety little keeping 10 0,37649 happy calm content life cheerful joyful optimistic 11 0,68942 sad tired feeling lonely low worried anxious 12 0,12807 joy way lot uninterested full people help 13 0,19794 sometimes occupied sometimes_lonely lacking worrying feelings brilliant 14 0,11552 day growing upset_tired extreme inside unfocused overwhelmed 15 0,1163 bored live sleeplessness better enough unmotivated worn 16 0,12886 phrase everything inside disturbed walks plan sad_gloomy 17 0,13451 self felt self_esteem esteem self_hatred hatred sense 18 0,14173 stay despair getting outside bored hate keeping 19 0,12141 loss failure heavy worthless thinking engaged depression Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,2076] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,3335 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,30911 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,30941 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,32053 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,32534 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10243 n ca_n ca miss social sleep n_sleep 1 0,10503 sleeping motivated content stress lack_appetite ok eating 2 0,1049 broken getting occasionally present frustration body family 3 0,1249 empty times thinking anxiety just half glass 4 0,10203 focused cant constantly cant_see inside heavy irritable 5 0,1082 sleeping na stressed na_na wanting flat na_na_na 6 0,11185 useless talkative living medication still disturbed cloud 7 0,12621 trying just sleepy enthusiastic hungry loathing fine 8 0,11547 depression loss people drinking fat yes live 9 0,17046 mild control worse boring sleepy tired_exhausted past 10 0,3762 happy calm life optimistic joyful future excited 11 0,73843 sad feeling tired depressed lonely low worried 12 0,12071 grey bored angry time go enemy tearful 13 0,17695 depression bored numb failure alone sadness worry 14 0,10928 quiet weight sad_unhappy better times weak bleak 15 0,10487 future avoiding change inside get thoughtful old 16 0,11589 trying phrase anxiety coping forlorn useless loving 17 0,13072 hard bored light world sense strong_sense medium 18 0,12669 end wanting okay everyone relationships fight much 19 0,11096 panic friends energy sad_felt want_sleep self using_innate_resilience Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22668] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32094 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,25487 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,2985 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,30281 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,31134 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09344 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,10033 feel_sad bored well feel worried_marks hobbies_enthusiastic_gyming hobbies_enthusiastic 2 0,10329 worried black debt sad_moody gloomy problems isolation 3 0,11284 future isolated one jovial relaxing living physical 4 0,09994 mood slow friends help stay talk every 5 0,10873 na na_na na_na_na little yes despondent view 6 0,10722 emotional good_mood sleepless missing pain one loss 7 0,12211 life past friends balanced worse fear neutral 8 0,10969 fine state focused mood growing socializing existing 9 0,15306 nothing trying lost left odd mild occasional 10 0,37472 happy life calm cheerful optimistic joyful content 11 0,76748 sad feeling tired low lonely depressed anxious 12 0,11161 medication enemy tearful uselessness body time terribly_sad 13 0,15382 time days apathy better hopeless helps avoiding 14 0,10273 sense phrase sleeping existence hearted felt_happy much 15 0,1007 times little bit getting occasionally flat loss 16 0,10726 drinking resigned keeping get outside health anxious_worried 17 0,12182 inside afraid routine day strong_sense medium_sense discouraged 18 0,11548 trying day bothered drained grey_fat talkative grey 19 0,10487 wanting hard new end time finding_hard steady Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22516] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,29264 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,28526 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,24847 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,223 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,264 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09142 n ca ca_n work miss care social 1 0,09829 flat enjoying stay blue meditation helps_focus_support helps_focus 2 0,09795 past things unhappiness apathetic edge loving taking 3 0,10716 grey isolated outside free go job friends 4 0,09681 self loss hatred self_hatred upset_tired busy appetite 5 0,10726 bored na na_na phrase na_na_na helps lot 6 0,10149 odd_one odd inside now feeling_hopeless wasting emptiness 7 0,11087 finding sometimes_lonely struggling level finding_hard ugly cool 8 0,10241 feeling_like getting hard black yes struggle days 9 0,13322 depression negative worrying occupied constantly sleeplessness headaches 10 0,37203 happy calm cheerful optimistic content joyful relaxed 11 0,79535 sad feeling tired low depressed lonely worried 12 0,10948 medication growing go optomistic peace enemy nights 13 0,13875 eating sleeping normal hollow fun others focus 14 0,09742 day trying sense hope hope_future strong_sense medium 15 0,0977 bit slightly just stress light half glass 16 0,10437 pointless moments concentrate sad_blue_lethargic lethargic_tired_energy blue_lethargic_tired life_enjoying_time 17 0,11227 feelings depressed well depression lonely_lost general edgy 18 0,11089 critical body hearted apetite much hard depression 19 0,10466 attentive mindful fat dull end okay positivity Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22755] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,25364 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,23995 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,21652 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,23395 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24259 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,0897 n ca_n ca stress miss sleep n_sleep 1 0,09564 sleepy attentive emptiness emotions brain neutral_hopeful_optimistic balanced_neutral 2 0,09615 wanting living time help living_life leave neutral 3 0,1021 going talk problems sluggish isolated keeping blue_lethargic 4 0,09456 loss day insomnia smiling_bliss_enjoyment joyful_smiling uncommunicative moody_short_uncommunicative 5 0,09974 na na_na phrase na_na_na sleepless enthusiastic way 6 0,09867 ahead cant_see inside overcome confused edge feelings 7 0,10704 helps everyone black internal worrying useless well 8 0,09999 medication yes unhappiness contact distressed distressed_unhappy mindset 9 0,122 blue joy jovial used motivated routine marks_excited 10 0,36562 happy cheerful calm joyful relaxed family hopeful 11 0,80804 sad feeling tired depressed low lonely worried 12 0,10288 fine days stay half glass moving ok 13 0,1221 grey hard improve grey_fat feeling_like odd interest 14 0,09392 sense strong negative strong_sense medium_sense medium felt_happy 15 0,09439 hard wanting felt growing missing rejected edgy 16 0,10019 bright drained_energy buoyant mild past sleeplessness kids 17 0,10497 just enemy worthless resigned friends overwhelmed run 18 0,10532 optimistic numb better moments willpower excited_hobbies irritable_alone 19 0,1018 future end really self short self_hatred feeling_content Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23635] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,18596 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,20853 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,23351 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,19483 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,17235 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08703 n ca_n ca miss na_na_na n_sleep ca_n_sleep 1 0,08928 looking worse general enjoy trying agitated tired_time_energy 2 0,09218 life ok clear drinking wrong cant panic 3 0,09437 people side mindful cant inside depressed_times enjoying 4 0,09453 wanting hard go worrying just thinking half 5 0,0942 na na_na self_hatred loss afraid growing now 6 0,09511 time little helps enemy away coping really 7 0,10418 determined state existence alive stay friendly scared 8 0,09516 go grey_fat odd_one odd guilt inside regretful 9 0,11031 change friends accepting loss routine unhappiness fight 10 0,35792 happy optimistic calm future content hopeful good 11 0,81581 sad tired feeling depressed low lonely worried 12 0,09819 hope future hope_future day medication without overdose 13 0,11364 sometimes end constantly just point bored agitated 14 0,08923 sense thoughts anything strong empty strong_sense medium 15 0,08906 trying phrase help well run occupied focus 16 0,09625 fed boring lazy wasting get fine happy_couple 17 0,10144 live past lots way unable content problems 18 0,09939 often peace moments critical hopelessness state_life happy_state_life 19 0,09721 depression depressed body mild enthusiastic short darkness Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22809] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,20109 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,1587 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,16172 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,17576 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,16099 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08562 n ca_n ca stress stay n_sleep ca_n_sleep 1 0,08495 miss composed routine bad_news stressed_blue sad_blue_lethargic irritable_alone_low 2 0,08995 people way loss growing past sleeplessness excited_hobbies_enthusiastic 3 0,08999 wanting flat wanting_go go exhaustion help sleeping 4 0,09195 phrase rejected work alone_sad normal sad_hopeless_despair hopeless_despair 5 0,09045 na na_na na_na_na thoughts medication mixed behaviour 6 0,0934 mood helps frustrated finding_hard wasting get lethargy 7 0,09925 bit slightly sometimes house change tiredness self_loathing 8 0,09164 grey apathy grey_fat go fat outside sleeping 9 0,10271 anger worry nothing feeling_like boring guilt view 10 0,35015 happy calm optimistic content cheerful joyful hopeful 11 0,80592 sad feeling tired depressed lonely low worried 12 0,09496 time getting better hope hope_future wrong relaxing 13 0,11081 wish living enough frequently dead people worried 14 0,08653 sense strong strong_sense medium_sense medium existence sad_moody 15 0,09029 drinking enemy going afraid medication uncertain active 16 0,08888 edge good_mood fight used existing panic keep 17 0,09737 end just overwhelmed_lonely distracted everything regretful life_pointless 18 0,09421 trying worthless half felt_happy friends calm_happy emotional 19 0,09483 depression mild short live general enjoy occasional Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23452] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,16091 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,15298 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,18005 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,17635 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,18054 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08313 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,08597 trying fed cool focus lot angry day 2 0,08711 people emptiness boring life_boring ugly exhaustion lonely_lost 3 0,0892 stress despair anger concerned weight cool just 4 0,08744 phrase going problems usual tense numb sleeping 5 0,08733 na hard na_na hope_future day na_na_na go 6 0,08828 energised relaxing past eating head lost joyful_smiling_bliss 7 0,09165 bit grey fat hatred ahead helps happy_couple_blips 8 0,08786 leave much void house dont getting see 9 0,09655 growing overeating edge struggle lack_appetite better trying 10 0,34025 happy calm content future cheerful optimistic depressed 11 0,78659 sad feeling tired low lonely worried depressed 12 0,09047 enemy change medication days depression apathy uncertain 13 0,10683 good hungry panic worthless happiness stressed others 14 0,0827 thoughts sense loneliness feel hopelessness strong_sense medium_sense 15 0,09079 loss good living lot sleepy medication good_enough 16 0,08668 times well distracted depressed_times general happy_tired making 17 0,08827 hearted sleeplessness present control concerned remaining_buoyant remaining 18 0,09343 depressed just half glass fight numb improve 19 0,09275 mild sometimes_lonely poor sleeping_much stress working occasional Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23906] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,17923 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,1704 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,13489 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,17299 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20451 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08342 n ca_n ca miss work depressed dog 1 0,08172 just contact end resigned light stressed_blue lighter_balanced 2 0,08637 time kids friends phrase wasting just point 3 0,09025 motivated hungry feel cant cant_see overall better 4 0,08384 keeping steady isolated okay emotions anxious bad 5 0,08458 na na_na na_na_na feeling_hopeless getting times days 6 0,08769 want trying lot overwhelmed cope sleeplessness lonliness 7 0,09009 light change feel interest better focused get 8 0,08672 guilt worry_lack darkness worry upbeat hope_future without 9 0,09276 wanting finding life wanting_go relaxing mild sad_angry 10 0,3313 happy optimistic calm cheerful future good relaxed 11 0,77046 sad tired feeling depressed lonely low worried 12 0,08757 hope grey_fat usual go medication grey outside 13 0,09732 well joy thoughts rejected ready quiet unresponsive 14 0,08245 people sense loss strong joy strong_sense medium_sense 15 0,08785 side flat left phrase go exhaustion attentive 16 0,0799 balance organisation okay brilliant fatigued concerned meditation 17 0,08752 future helps lost half overdose now present 18 0,08855 enemy nights cool focused moments hope uncommunicative_unresponsive 19 0,09082 depression bit poor trying glass unhappiness constantly Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24004] Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,15489 Nov. 19, 2024 3:16:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10721 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -10,9964 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,97249 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,96242 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n hard ca_n ca constantly days 1 0,25 day strong inside bright sense hopelessness much 2 0,25 worried gloomy overthinking stress unmotivated concerned dark 3 0,25 feeling hopeless tired worthless often empty helpless 4 0,25 bored depressed angry depression thinking optimistic suicidal 5 0,25 joy troubled enjoyment eating panic smiling afraid 6 0,25 sleep little feelings nothing well appetite social 7 0,25 mood low trying low_mood stay coping end 8 0,25 life time wanting happy people na na_na 9 0,25 feel sad felt depressed tired good upset 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious sad worried stressed tired happy love 12 0,25 depressed anxiety lethargic low lacking tearful times 13 0,25 lack energy motivation lonely lack_motivation see cant 14 0,25 low irritable scared empty isolated blue thoughts 15 0,25 sometimes fine past going overwhelmed get anxious 16 0,25 future things family optimistic friends positive hopeful 17 0,25 self sadness worry go anger flat grey 18 0,25 lonely sad feeling alone exhausted sad_lonely one 19 0,25 sad unhappy like energy despair despondent moody Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94399 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,9311 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,90608 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,88524 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,88554 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n work sleep hard ca_n ca nothing 1 0,25 day strong thoughts people suicidal negative inside 2 0,25 isolated angry stress drained world overthinking grey 3 0,25 feeling hopeless empty worthless numb pointless lost 4 0,25 bored tired thinking end enthusiastic point hobbies 5 0,25 sleeping sadness joy flat smiling eating energised 6 0,25 little feelings ok well slightly hopelessness general 7 0,25 low mood tired low_mood frustrated keeping coping 8 0,25 life time determined going na medication na_na 9 0,25 sad tired feel depressed exhausted upset felt 10 0,25 happy calm content joyful cheerful relaxed excited 11 0,25 worried anxious sad blue stressed scared concerned 12 0,25 depressed anxiety times trying yes social helps 13 0,25 energy lack motivation sleep lonely lacking lack_motivation 14 0,25 irritable just emotional miserable failure loss useless 15 0,25 sometimes fine light past get okay much 16 0,25 optimistic future family hopeful positive good friends 17 0,25 self sadness wanting worry constantly unmotivated anger 18 0,25 lonely alone like feeling sad depression one 19 0,25 unhappy sad feeling moody gloomy despair crying Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,92204 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,88793 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,90067 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,87253 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,87581 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work sleep n bored ca_n ca nothing 1 0,25 day people tired strong bright sense inside 2 0,25 lonely isolated stress grey fat dark looking 3 0,25 feeling hopeless empty wanting numb lost bleak 4 0,25 feel bored thinking enthusiastic focused dumps hobbies 5 0,25 sleeping weak enjoyment go panic struggling interest 6 0,25 little feelings tired days well slightly lot 7 0,25 low mood low_mood frustrated stay sad_low tired 8 0,25 life time want na going na_na medication 9 0,25 sad tired upset felt exhausted depressed feel 10 0,25 happy calm content cheerful joyful relaxed active 11 0,25 worried anxious stressed angry sad alone scared 12 0,25 depressed trying depression anxiety times bad coping 13 0,25 energy lack motivation lethargic lack_motivation lacking appetite 14 0,25 worthless just emotional loss light pointless miserable 15 0,25 often past much getting get okay helps 16 0,25 happy optimistic future family hopeful things good 17 0,25 self sadness low worry constantly anger loneliness 18 0,25 lonely like sometimes sad one sad_lonely alone 19 0,25 sad unhappy feeling gloomy moody despondent feeling_low Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86542 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,8678 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,88514 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,90474 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,88347 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n ca_n ca hope miss 1 0,25 day strong inside thoughts bright nothing sense 2 0,25 isolated go grey looking joy ugly enjoying 3 0,25 hopeless alone feeling empty wanting lost helpless 4 0,25 feel numb thinking life forward problems cloud 5 0,25 sleeping much heavy hungry rejected sluggish trapped 6 0,25 little times days ok slightly worrying getting 7 0,25 low mood low_mood upset stay want sad_low 8 0,25 time life going na medication weak eating 9 0,25 tired sad depressed felt exhausted upset feel 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 worried anxious sad stressed angry irritable scared 12 0,25 depressed trying depression anxiety feelings routine coping 13 0,25 energy lack motivation sleep low lonely lacking 14 0,25 worthless just failure loss miserable light tearful 15 0,25 feeling gloomy past hopelessness okay enthusiastic cool 16 0,25 future happy optimistic family hopeful life positive 17 0,25 self sadness worry stress often overthinking anger 18 0,25 lonely sad sometimes like sad_lonely drained world 19 0,25 sad feeling tired unhappy moody despair despondent Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86169 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,88519 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84026 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84483 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,85147 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 bored work n sleep hard ca_n ca 1 0,25 day people strong inside bright sense negative 2 0,25 empty go hopeless grey joy ugly fat 3 0,25 feeling hopeless alone tired wanting one lost 4 0,25 feel unmotivated alone want focused motivated okay 5 0,25 angry sleeping suicidal normal going well keeping 6 0,25 little times ok slightly getting relaxing distracted 7 0,25 low mood low_mood stay dumps panic sad_low 8 0,25 life time thinking na na_na annoyed days 9 0,25 sad tired depressed felt upset exhausted frustrated 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 anxious worried sad lonely stressed scared irritable 12 0,25 depressed trying depression anxiety feelings bad coping 13 0,25 energy lack motivation low lethargic loss lacking 14 0,25 just miserable failure tearful enthusiastic emotional concerned 15 0,25 light past end weak looking emotions balanced 16 0,25 optimistic future family happy hopeful positive good 17 0,25 self sadness worry numb stress worthless overthinking 18 0,25 feeling lonely sometimes like often sad_lonely isolated 19 0,25 sad unhappy gloomy despondent sad_unhappy despair lazy Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08969] Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,38304 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,54402 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54444 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,56991 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,55319 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20732 sleep things work n ca_n ca hope 1 0,21463 stressed sense strong thinking negative inside edge 2 0,2185 sad go fat past resigned positive grey_fat 3 0,2524 hopeless alone one empty tired feeling bleak 4 0,22043 emotional empty worthless stay confident living glass 5 0,22812 numb rejected sadness okay really flat absolutely 6 0,2093 time often people depressed bit times sometimes 7 0,23757 low mood low_mood sad little upset want 8 0,22551 life time na despair end na_na just 9 0,27928 sad feel depressed felt tired sometimes upset 10 0,26631 happy calm cheerful joyful relaxed content family 11 0,27435 sad lonely worried anxious tired unhappy scared 12 0,22407 depressed trying depression day anxiety weak worry 13 0,23083 energy lack motivation low feeling loss concerned 14 0,22295 miserable phrase tearful past wanting control like 15 0,22735 life ok get routine feeling energised enemy 16 0,2516 optimistic hopeful life future sleeping active forward 17 0,23332 self sadness isolated loneliness self_esteem feelings failure 18 0,24529 feeling future like anxious feeling_like looking unhappy_sad 19 0,24629 bored house feelings sadness just positive mental Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13018] Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,55181 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,53119 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,5352 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,52803 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,52584 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,184 n sometimes ca ca_n wanting sleep eating 1 0,18506 thoughts sense strong phrase better thinking hope 2 0,18856 want friends lot fat walks short grey 3 0,25733 empty just one alone bored numb wanting 4 0,19189 life get enthusiastic inside overcome outlook panic 5 0,20211 sadness alone social black swings insomnia occasional 6 0,17986 depressed times bit depression little slightly end 7 0,21444 mood low things problems tired thinking lonely 8 0,19507 feelings na often bright na_na na_na_na apathy 9 0,2896 feel tired depressed felt exhausted people isolated 10 0,28221 happy calm content excited joyful cheerful relaxed 11 0,30341 sad lonely worried anxious hopeless tired upset 12 0,20376 sadness blue anger future stress worry mild 13 0,22702 feeling energy low lack motivation lack_motivation loss 14 0,18924 light mood change ok unhappy run everyone 15 0,19617 normal determined sleep worried depressed finding_hard growing 16 0,2469 time day world go helpless point sleeping 17 0,21969 self lethargic worthless tired medication self_esteem irritable 18 0,22076 feeling life like boring enjoying getting work 19 0,23442 bored things trying lazy despair hard isolated Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15014] Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,52938 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,47263 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,4976 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,4846 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,48716 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,16351 n ca_n ca miss hope sleep social 1 0,16131 work sense strong medium_sense medium wish worthlessness 2 0,16692 looking despondent light fat grey isolated shame 3 0,23851 bored loss things see numb days anxiety 4 0,17202 time future motivated general constant little day 5 0,1685 phrase numb just miserable glass existence run 6 0,16305 depressed bit anxious often depression alone apathy 7 0,19137 mood low negative low_mood want quiet helps 8 0,16515 na na_na felt growing na_na_na much bothered 9 0,29054 alone feel felt one end friends bright 10 0,31137 happy calm optimistic content joyful relaxed excited 11 0,3789 sad tired lonely depressed worried hopeless anxious 12 0,18781 sadness anger stress hard bored blue things 13 0,23046 energy feeling lack low motivation sleep lack_motivation 14 0,15993 hungry stay_asleep headed cloud worthless listless emotional 15 0,17 little sometimes sometimes_lonely unmotivated composed unfocused ok 16 0,22558 time constantly way go going depression afraid 17 0,19944 self feelings self_esteem esteem worried positive medication 18 0,20274 feeling life like wanting sleeping feeling_like boring 19 0,20471 trying keeping coping people slightly unhappy_worried moody_tired Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16439] Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,50729 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,46319 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,45707 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,47896 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,43057 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14328 n ca_n ca nothing routine concentration n_sleep 1 0,14552 sense hopelessness enemy determined keeping medium_sense stress 2 0,14096 sleep thoughts relaxing deep anxiety sadness strong 3 0,20104 fine work normal despair struggling low snappy 4 0,14863 thoughts useless lot able change yes looking 5 0,14706 just numb frustrated half glass existence depressed_felt 6 0,15113 depressed depression anxiety times distracted mild concerned 7 0,16827 little mood things good ok bright general 8 0,14183 na na_na wanting na_na_na go much relaxed_ease 9 0,25292 feel sadness time bored life sleeping good 10 0,34424 happy optimistic life calm content hopeful future 11 0,48848 sad tired lonely depressed worried anxious hopeless 12 0,17279 bit phrase drinking bad contemplative social miss 13 0,23002 low energy feeling lack motivation mood low_mood 14 0,14687 past trying getting ugly occasionally care attentive 15 0,15011 better growing felt_happy sad_upset_tired ugly steady listless 16 0,19244 good well quiet cant_see headed tearful get 17 0,17537 self self_esteem hard esteem self_hatred low_self_esteem low_self 18 0,1916 feeling alone one wanting life constantly sleeping 19 0,1777 day trying support used cloud appreciative pain Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17054] Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,44846 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,37432 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,39385 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,41433 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,43535 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12641 n ca_n ca sleep hungry n_sleep ca_n_sleep 1 0,12879 life sense hope_future mood negative thoughts numb 2 0,12988 drained present family managed_meditation_helps managed happy_couple keeping_busy_trying 3 0,17392 new miss get light helps dog negative 4 0,1315 numb depression constantly getting little lonely grey 5 0,13285 just friends enthusiastic fed enjoying end bothered 6 0,13467 trying times bit slightly determined stay joy 7 0,15762 go people frustrated sleeping wanting time sleepy 8 0,13147 future na na_na na_na_na normal hearted frightened 9 0,22817 sadness stress blue inside slow ready emptiness 10 0,35879 happy calm optimistic content joyful hopeful cheerful 11 0,56542 sad feeling depressed tired lonely worried anxious 12 0,15101 way enemy avoiding tired_worried sad_hopeless dont worry 13 0,22291 lack motivation low energy mood low_mood lack_motivation 14 0,13122 bored phrase coping days stay_asleep debt stay 15 0,13419 ok feelings bright going usual fear despair 16 0,16863 yes overthinking drinking days hard looking time 17 0,15964 self esteem often self_esteem change self_hatred focused 18 0,17751 state much flat growing void sad_worried struggling 19 0,15647 past scared exhausted happy_joyful tearful social worry Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18356] Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,42062 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,34335 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3799 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,39523 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,35653 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11734 n ca_n ca hope miss phrase sleep 1 0,12086 feeling deep thoughts appreciative view people_view cool 2 0,11554 bored leave tearful resigned bleak low_irrelevant irrelevant 3 0,152 bit enemy change medication anger wrong snappy 4 0,11987 life negative thoughts hard scared isolation concentration 5 0,12756 end just sometimes_lonely na_na_na inside feelings thinking 6 0,12961 joyful_optimistic regretful panic happy_tired care ahead happy_feel 7 0,14331 worrying low_mood dumps tearful point sleepy lacking 8 0,12133 trying na na_na routine sometimes helps grey_fat 9 0,21422 depressed work stress anxiety lazy fed side 10 0,37192 happy life optimistic calm cheerful content hopeful 11 0,62915 sad feeling tired lonely low worried anxious 12 0,13734 helpless worry shame questionable fear overeating past 13 0,21145 lack motivation mood little lack_motivation day much 14 0,12008 time feelings lacking_motivation wasting health moments day 15 0,1236 depressed depression like odd short live times 16 0,14329 times usual physical bothered lot bad physical_activity_relaxing 17 0,14525 self self_esteem esteem sense hopelessness self_hatred hatred 18 0,15983 loneliness cope cant new now hollow kids 19 0,13468 trying sleepless way struggling growing despondent broken Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19527] Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,35129 Nov. 19, 2024 3:17:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,33844 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33177 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,30962 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,35932 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10847 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,11028 people stay world living ok love gloomy 2 0,10838 flat end friends looking just half glass 3 0,13281 bit little time distressed pain stress enemy 4 0,10972 isolated everyone leave odd_one odd side unwanted 5 0,11836 trying na_na weak felt na na_na_na mild 6 0,11832 feeling distracted fear enjoying emptiness nothing overwhelmed 7 0,13445 past feelings control positive general steady world 8 0,11796 wanting appetite go unhappiness wanting_go finding_hard misery 9 0,1864 depressed work mood depression anxiety little keeping 10 0,37649 happy calm content life cheerful joyful optimistic 11 0,68942 sad tired feeling lonely low worried anxious 12 0,12807 joy way lot uninterested full people help 13 0,19794 sometimes occupied sometimes_lonely lacking worrying feelings brilliant 14 0,11552 day growing upset_tired extreme inside unfocused overwhelmed 15 0,1163 bored live sleeplessness better enough unmotivated worn 16 0,12886 phrase everything inside disturbed walks plan sad_gloomy 17 0,13451 self felt self_esteem esteem self_hatred hatred sense 18 0,14173 stay despair getting outside bored hate keeping 19 0,12141 loss failure heavy worthless thinking engaged depression Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,2076] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,3335 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,30911 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,30941 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,32053 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,32534 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10243 n ca_n ca miss social sleep n_sleep 1 0,10503 sleeping motivated content stress lack_appetite ok eating 2 0,1049 broken getting occasionally present frustration body family 3 0,1249 empty times thinking anxiety just half glass 4 0,10203 focused cant constantly cant_see inside heavy irritable 5 0,1082 sleeping na stressed na_na wanting flat na_na_na 6 0,11185 useless talkative living medication still disturbed cloud 7 0,12621 trying just sleepy enthusiastic hungry loathing fine 8 0,11547 depression loss people drinking fat yes live 9 0,17046 mild control worse boring sleepy tired_exhausted past 10 0,3762 happy calm life optimistic joyful future excited 11 0,73843 sad feeling tired depressed lonely low worried 12 0,12071 grey bored angry time go enemy tearful 13 0,17695 depression bored numb failure alone sadness worry 14 0,10928 quiet weight sad_unhappy better times weak bleak 15 0,10487 future avoiding change inside get thoughtful old 16 0,11589 trying phrase anxiety coping forlorn useless loving 17 0,13072 hard bored light world sense strong_sense medium 18 0,12669 end wanting okay everyone relationships fight much 19 0,11096 panic friends energy sad_felt want_sleep self using_innate_resilience Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22668] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32094 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,25487 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,2985 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,30281 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,31134 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09344 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,10033 feel_sad bored well feel worried_marks hobbies_enthusiastic_gyming hobbies_enthusiastic 2 0,10329 worried black debt sad_moody gloomy problems isolation 3 0,11284 future isolated one jovial relaxing living physical 4 0,09994 mood slow friends help stay talk every 5 0,10873 na na_na na_na_na little yes despondent view 6 0,10722 emotional good_mood sleepless missing pain one loss 7 0,12211 life past friends balanced worse fear neutral 8 0,10969 fine state focused mood growing socializing existing 9 0,15306 nothing trying lost left odd mild occasional 10 0,37472 happy life calm cheerful optimistic joyful content 11 0,76748 sad feeling tired low lonely depressed anxious 12 0,11161 medication enemy tearful uselessness body time terribly_sad 13 0,15382 time days apathy better hopeless helps avoiding 14 0,10273 sense phrase sleeping existence hearted felt_happy much 15 0,1007 times little bit getting occasionally flat loss 16 0,10726 drinking resigned keeping get outside health anxious_worried 17 0,12182 inside afraid routine day strong_sense medium_sense discouraged 18 0,11548 trying day bothered drained grey_fat talkative grey 19 0,10487 wanting hard new end time finding_hard steady Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22516] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,29264 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,28526 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,24847 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,223 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,264 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09142 n ca ca_n work miss care social 1 0,09829 flat enjoying stay blue meditation helps_focus_support helps_focus 2 0,09795 past things unhappiness apathetic edge loving taking 3 0,10716 grey isolated outside free go job friends 4 0,09681 self loss hatred self_hatred upset_tired busy appetite 5 0,10726 bored na na_na phrase na_na_na helps lot 6 0,10149 odd_one odd inside now feeling_hopeless wasting emptiness 7 0,11087 finding sometimes_lonely struggling level finding_hard ugly cool 8 0,10241 feeling_like getting hard black yes struggle days 9 0,13322 depression negative worrying occupied constantly sleeplessness headaches 10 0,37203 happy calm cheerful optimistic content joyful relaxed 11 0,79535 sad feeling tired low depressed lonely worried 12 0,10948 medication growing go optomistic peace enemy nights 13 0,13875 eating sleeping normal hollow fun others focus 14 0,09742 day trying sense hope hope_future strong_sense medium 15 0,0977 bit slightly just stress light half glass 16 0,10437 pointless moments concentrate sad_blue_lethargic lethargic_tired_energy blue_lethargic_tired life_enjoying_time 17 0,11227 feelings depressed well depression lonely_lost general edgy 18 0,11089 critical body hearted apetite much hard depression 19 0,10466 attentive mindful fat dull end okay positivity Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22755] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,25364 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,23995 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,21652 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,23395 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24259 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,0897 n ca_n ca stress miss sleep n_sleep 1 0,09564 sleepy attentive emptiness emotions brain neutral_hopeful_optimistic balanced_neutral 2 0,09615 wanting living time help living_life leave neutral 3 0,1021 going talk problems sluggish isolated keeping blue_lethargic 4 0,09456 loss day insomnia smiling_bliss_enjoyment joyful_smiling uncommunicative moody_short_uncommunicative 5 0,09974 na na_na phrase na_na_na sleepless enthusiastic way 6 0,09867 ahead cant_see inside overcome confused edge feelings 7 0,10704 helps everyone black internal worrying useless well 8 0,09999 medication yes unhappiness contact distressed distressed_unhappy mindset 9 0,122 blue joy jovial used motivated routine marks_excited 10 0,36562 happy cheerful calm joyful relaxed family hopeful 11 0,80804 sad feeling tired depressed low lonely worried 12 0,10288 fine days stay half glass moving ok 13 0,1221 grey hard improve grey_fat feeling_like odd interest 14 0,09392 sense strong negative strong_sense medium_sense medium felt_happy 15 0,09439 hard wanting felt growing missing rejected edgy 16 0,10019 bright drained_energy buoyant mild past sleeplessness kids 17 0,10497 just enemy worthless resigned friends overwhelmed run 18 0,10532 optimistic numb better moments willpower excited_hobbies irritable_alone 19 0,1018 future end really self short self_hatred feeling_content Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23635] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,18596 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,20853 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,23351 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,19483 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,17235 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08703 n ca_n ca miss na_na_na n_sleep ca_n_sleep 1 0,08928 looking worse general enjoy trying agitated tired_time_energy 2 0,09218 life ok clear drinking wrong cant panic 3 0,09437 people side mindful cant inside depressed_times enjoying 4 0,09453 wanting hard go worrying just thinking half 5 0,0942 na na_na self_hatred loss afraid growing now 6 0,09511 time little helps enemy away coping really 7 0,10418 determined state existence alive stay friendly scared 8 0,09516 go grey_fat odd_one odd guilt inside regretful 9 0,11031 change friends accepting loss routine unhappiness fight 10 0,35792 happy optimistic calm future content hopeful good 11 0,81581 sad tired feeling depressed low lonely worried 12 0,09819 hope future hope_future day medication without overdose 13 0,11364 sometimes end constantly just point bored agitated 14 0,08923 sense thoughts anything strong empty strong_sense medium 15 0,08906 trying phrase help well run occupied focus 16 0,09625 fed boring lazy wasting get fine happy_couple 17 0,10144 live past lots way unable content problems 18 0,09939 often peace moments critical hopelessness state_life happy_state_life 19 0,09721 depression depressed body mild enthusiastic short darkness Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22809] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,20109 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,1587 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,16172 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,17576 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,16099 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08562 n ca_n ca stress stay n_sleep ca_n_sleep 1 0,08495 miss composed routine bad_news stressed_blue sad_blue_lethargic irritable_alone_low 2 0,08995 people way loss growing past sleeplessness excited_hobbies_enthusiastic 3 0,08999 wanting flat wanting_go go exhaustion help sleeping 4 0,09195 phrase rejected work alone_sad normal sad_hopeless_despair hopeless_despair 5 0,09045 na na_na na_na_na thoughts medication mixed behaviour 6 0,0934 mood helps frustrated finding_hard wasting get lethargy 7 0,09925 bit slightly sometimes house change tiredness self_loathing 8 0,09164 grey apathy grey_fat go fat outside sleeping 9 0,10271 anger worry nothing feeling_like boring guilt view 10 0,35015 happy calm optimistic content cheerful joyful hopeful 11 0,80592 sad feeling tired depressed lonely low worried 12 0,09496 time getting better hope hope_future wrong relaxing 13 0,11081 wish living enough frequently dead people worried 14 0,08653 sense strong strong_sense medium_sense medium existence sad_moody 15 0,09029 drinking enemy going afraid medication uncertain active 16 0,08888 edge good_mood fight used existing panic keep 17 0,09737 end just overwhelmed_lonely distracted everything regretful life_pointless 18 0,09421 trying worthless half felt_happy friends calm_happy emotional 19 0,09483 depression mild short live general enjoy occasional Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23452] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,16091 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,15298 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,18005 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,17635 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,18054 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08313 n ca_n ca miss sleep n_sleep ca_n_sleep 1 0,08597 trying fed cool focus lot angry day 2 0,08711 people emptiness boring life_boring ugly exhaustion lonely_lost 3 0,0892 stress despair anger concerned weight cool just 4 0,08744 phrase going problems usual tense numb sleeping 5 0,08733 na hard na_na hope_future day na_na_na go 6 0,08828 energised relaxing past eating head lost joyful_smiling_bliss 7 0,09165 bit grey fat hatred ahead helps happy_couple_blips 8 0,08786 leave much void house dont getting see 9 0,09655 growing overeating edge struggle lack_appetite better trying 10 0,34025 happy calm content future cheerful optimistic depressed 11 0,78659 sad feeling tired low lonely worried depressed 12 0,09047 enemy change medication days depression apathy uncertain 13 0,10683 good hungry panic worthless happiness stressed others 14 0,0827 thoughts sense loneliness feel hopelessness strong_sense medium_sense 15 0,09079 loss good living lot sleepy medication good_enough 16 0,08668 times well distracted depressed_times general happy_tired making 17 0,08827 hearted sleeplessness present control concerned remaining_buoyant remaining 18 0,09343 depressed just half glass fight numb improve 19 0,09275 mild sometimes_lonely poor sleeping_much stress working occasional Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23906] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,17923 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,1704 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,13489 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,17299 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20451 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08342 n ca_n ca miss work depressed dog 1 0,08172 just contact end resigned light stressed_blue lighter_balanced 2 0,08637 time kids friends phrase wasting just point 3 0,09025 motivated hungry feel cant cant_see overall better 4 0,08384 keeping steady isolated okay emotions anxious bad 5 0,08458 na na_na na_na_na feeling_hopeless getting times days 6 0,08769 want trying lot overwhelmed cope sleeplessness lonliness 7 0,09009 light change feel interest better focused get 8 0,08672 guilt worry_lack darkness worry upbeat hope_future without 9 0,09276 wanting finding life wanting_go relaxing mild sad_angry 10 0,3313 happy optimistic calm cheerful future good relaxed 11 0,77046 sad tired feeling depressed lonely low worried 12 0,08757 hope grey_fat usual go medication grey outside 13 0,09732 well joy thoughts rejected ready quiet unresponsive 14 0,08245 people sense loss strong joy strong_sense medium_sense 15 0,08785 side flat left phrase go exhaustion attentive 16 0,0799 balance organisation okay brilliant fatigued concerned meditation 17 0,08752 future helps lost half overdose now present 18 0,08855 enemy nights cool focused moments hope uncommunicative_unresponsive 19 0,09082 depression bit poor trying glass unhappiness constantly Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24004] Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,15489 Nov. 19, 2024 3:17:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 19, 2024 3:17:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 19, 2024 3:17:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 19, 2024 3:17:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 19, 2024 3:17:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 19, 2024 3:17:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:18:08 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:18:08 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 19, 2024 3:18:08 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 19, 2024 3:18:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 19, 2024 3:18:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 19, 2024 3:18:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 19, 2024 3:18:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 19, 2024 3:18:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 19, 2024 3:18:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 19, 2024 3:18:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 19, 2024 3:18:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 19, 2024 3:18:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" [1] "Please input the pred_var_x or group_var!" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:18:34 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:18:34 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 19, 2024 3:18:34 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 19, 2024 3:18:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 19, 2024 3:18:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 19, 2024 3:18:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 19, 2024 3:18:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:19:00 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:19:00 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 19, 2024 3:19:00 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 19, 2024 3:19:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 19, 2024 3:19:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 19, 2024 3:19:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 19, 2024 3:19:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 19, 2024 3:19:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 19, 2024 3:19:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 19, 2024 3:19:03 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 19, 2024 3:19:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 19, 2024 3:19:26 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 19, 2024 3:19:27 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 19, 2024 3:19:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 19, 2024 3:19:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_logistic_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." # A tibble: 3 × 4 ngram_type initial_count removed_count final_count 1 1-grams 1294 0 1294 2 2-grams 3466 415 3051 3 3-grams 3581 0 3581 Directory created successfully. # A tibble: 3 × 4 ngram_type initial_count removed_count final_count 1 1-grams 1294 0 1294 2 2-grams 3466 415 3051 3 3-grams 3581 0 3581 Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:20:07 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:20:07 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 19, 2024 3:20:07 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 19, 2024 3:20:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 19, 2024 3:20:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 19, 2024 3:20:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 19, 2024 3:20:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 19, 2024 3:20:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:20:34 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:20:34 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 19, 2024 3:20:34 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 19, 2024 3:20:35 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 19, 2024 3:20:36 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 19, 2024 3:20:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 19, 2024 3:20:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." There are only non-significant topics. Only generate the scatter legend of these. Only non-significant topics. Generating scatter legend. [1] "The grid plot legends are saved in the save_dir." Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" Only significant topics. Generating scatter plot. [1] "The grid plot legends are saved in the save_dir." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:21:50 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:21:50 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 489 Nov. 19, 2024 3:21:50 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 37155 Nov. 19, 2024 3:21:50 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,14125 Nov. 19, 2024 3:21:50 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,99101 Nov. 19, 2024 3:21:50 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,9064 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,87583 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things time worrying people go life like 1 0,25 feel anxiety things often panic thoughts sleep 2 0,25 worried also current situation pandemic everything place 3 0,25 worry family health covid years ill constant 4 0,25 past past_two_weeks past_two issues going two two_weeks 5 0,25 able usually trying something well although past 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get one always find bit 8 0,25 work felt weeks feeling last worries general 9 0,25 worried due lot feel time family covid 10 0,25 day even time makes every house really 11 0,25 worried much think worry just anything anxious 12 0,25 life now worrying children positive taking home 13 0,25 though see hard home night work found 14 0,25 worry going back job now starting long 15 0,25 worried life covid future want go good 16 0,25 worried yes state job yes_worried extremely always 17 0,25 day make week son enough end everything 18 0,25 anxiety get going feelings really depression bad 19 0,25 health covid worried anxious people mental getting Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,85937 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,82834 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,82846 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,8105 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,80188 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 time things people feel like life worry 1 0,25 anxiety feel worry things panic thoughts day 2 0,25 worried also current things situation pandemic place 3 0,25 worry covid family health fear ill also_worried 4 0,25 past weeks worried two past_two_weeks past_two two_weeks 5 0,25 generally usually car bit less lockdown although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get family find always lately 8 0,25 work felt worries quite week feeling last 9 0,25 worried covid family made also due time 10 0,25 even really every day months makes help 11 0,25 worried worry much think lot anything just 12 0,25 life things children try worrying positive normal 13 0,25 though see away hard never night felt 14 0,25 worry going back job long new ever 15 0,25 worried go job good want life pay 16 0,25 worried yes state yes_worried job impact extremely 17 0,25 make enough making day son end just 18 0,25 get worried anxiety feelings going many moment 19 0,25 health due anxious mental virus worried world Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,79027 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,79259 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,77169 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,76756 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,75915 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry time like feel worrying control 1 0,25 anxiety life general panic feel sleep mind 2 0,25 also pandemic current things place situation university 3 0,25 worry family people health fear ill covid 4 0,25 past weeks worried past_two_weeks past_two worrying going 5 0,25 generally little bit usually car spend although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future one always worrying lack sometimes 8 0,25 work worries felt feel feeling time quite 9 0,25 worried family covid due made home recently 10 0,25 time day people even every really makes 11 0,25 worried just think know anything really everything 12 0,25 children try life positive normal take worry 13 0,25 see though hard much thinking away found 14 0,25 worry going job back long whether new 15 0,25 worried life good want days go pay 16 0,25 yes worried state yes_worried job situation extremely 17 0,25 like enough make son end even partner 18 0,25 get going worried anxiety feelings bad week 19 0,25 anxious worried health now mental due virus Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,75849 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,74129 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,7609 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,75042 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,75876 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry feel like time life something 1 0,25 anxiety feel life day panic thoughts sleep 2 0,25 current also situation place find pandemic friends 3 0,25 worry people covid fear ill years social 4 0,25 past past_two_weeks past_two happen weeks going worried 5 0,25 little generally bit past past_weeks usually car 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future always one lack concern sometimes 8 0,25 work worries felt feeling quite time felt_worried 9 0,25 worried family covid due made health home 10 0,25 time even day people every away really 11 0,25 worried think really lot much able everything 12 0,25 children positive normal husband depression take keep 13 0,25 hard felt thinking much though night stop 14 0,25 worry going job back new make now 15 0,25 worried life good want days happy pay 16 0,25 worried yes job state yes_worried extremely next 17 0,25 worried like just know enough getting son 18 0,25 anxiety get week feelings going moment worse 19 0,25 worried anxious virus health covid mental world Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,76353 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,74703 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,76353 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,75921 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,75844 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 worry things like life much worrying feel 1 0,25 anxiety feel day mind often thoughts sleep 2 0,25 current also place friends find pandemic situation 3 0,25 people covid years fear ill main virus 4 0,25 past past_two_weeks past_two worried weeks two less 5 0,25 past past_weeks little worrying generally bit usually 6 0,25 weeks last two worried two_weeks last_two last_two_weeks 7 0,25 worry future health concern worries sometimes money 8 0,25 work feeling worries felt quite concerned felt_worried 9 0,25 worried covid family due also made home 10 0,25 time every people day away like even 11 0,25 worried think able lot everything anything things 12 0,25 children one positive normal husband good try 13 0,25 hard though thinking night find found stop 14 0,25 worry going job back new school constantly 15 0,25 worried life back happy want pay way 16 0,25 worried yes job state yes_worried extremely impact 17 0,25 worried just know enough son age getting 18 0,25 get anxiety feelings week worse ever many 19 0,25 worried anxious health now virus mental feel Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07358] Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,32902 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,43083 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,40669 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,39443 Nov. 19, 2024 3:21:51 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,38727 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,2755 things life feel like anxiety always control 1 0,26487 anxious feel thoughts feeling panic anxiety often 2 0,25006 also place well current find friends partner 3 0,2224 people social worry ill area becoming virus 4 0,22184 past past_two_weeks past_two worried two_weeks going worried_past 5 0,23554 get past_weeks past car now go days 6 0,25397 weeks last worried two two_weeks last_two last_two_weeks 7 0,25842 worry constant finances future worry_future one daily 8 0,25907 work worries feeling time felt couple concern 9 0,29925 worried covid family due situation health also 10 0,2446 time day every people see house really 11 0,28238 worried think lot worry worrying everything just 12 0,23014 children husband kids trying positive father help 13 0,23899 though around thought stop next stressed pandemic 14 0,26624 worry going job back yes work money 15 0,26294 life way get want security good lead 16 0,27447 worried state family coronavirus yes_worried concerned economy 17 0,22753 just son enough age worried like good 18 0,25184 anxiety week virus feelings making ever people 19 0,25973 worried feel health anxious mental_health covid virus Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09756] Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,38735 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,37397 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,36697 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,33803 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,36286 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,27776 worry things life always control like days 1 0,26826 feel anxiety feeling often thoughts anxious sleep 2 0,21589 find current struggle many current_situation busy events 3 0,18929 social ill becoming area worried_covid becoming_ill catching 4 0,195 past past_two_weeks past_two two two_weeks worried weeks 5 0,20095 past_weeks past weeks car now time garage 6 0,27397 weeks last worried two two_weeks last_two last_two_weeks 7 0,24278 worry people state lack constant worry_future general 8 0,24157 day worries work time couple feelings concern 9 0,3334 worried worry covid also family work due 10 0,2216 time day people away see house get 11 0,29795 worried things worry think just future going 12 0,1991 good never usually happy husband reasons depression 13 0,19464 worst aspect across stable presentation thought came 14 0,28218 job going able back go new may 15 0,24607 life spend days income way possible seems 16 0,26745 worried state case aspects left move waiting 17 0,1951 age son week old eating enough support 18 0,22594 pain stressful decisions corona worrying coming corona_virus 19 0,23561 health mental mental_health example world positive virus Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,1104] Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,3496 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,28992 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,28082 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,28455 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,27182 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,26958 anxiety depression feelings happy many things normal 1 0,26668 thoughts panic anxiety sleep difficult often mind 2 0,17639 find seem trip debts someone find_worrying worries_also 3 0,15594 becoming masks becoming_ill area worried_covid ill partly 4 0,17507 past past_two_weeks past_two two_weeks weeks two worried_past 5 0,17354 past_weeks past weeks car issues weeks_worry ever 6 0,30664 last weeks two two_weeks last_two last_two_weeks worried 7 0,21325 state constant concerned however state_worry constant_state daily 8 0,20877 worries couple issues friends still couple_weeks overwhelmed 9 0,42559 worried worry covid work also family job 10 0,20614 time day see every even people away 11 0,35758 worried things worry life feel like think 12 0,16798 career instead never best seem wife tend_worry 13 0,15665 problem across get_back various source probably experiences 14 0,2816 pay bills university job starting able others 15 0,20162 keep illness within hit anyone anyway future_happen 16 0,22167 always aspects depressed waiting important think_much events 17 0,1558 son age old enough month eating doctors 18 0,18609 pain left office worrying coming viva okay 19 0,20485 mental mental_health health conditions recently pre particularly Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12295] Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,26453 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,21369 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,20602 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,21364 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,19943 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23939 feelings depression happy worry_anxiety periods financial makes 1 0,2464 panic difficult thoughts aspects sleep attacks concentrate 2 0,14702 back_normal find trip places fine find_worrying said 3 0,13499 masks becoming_ill area main becoming government partly 4 0,15177 past past_two_weeks past_two two weeks two_weeks worried_past 5 0,14121 past_weeks weeks past car got specific relationship 6 0,29774 weeks last two two_weeks last_two last_two_weeks worried_last 7 0,18173 constant constant_state state_worry constant_state_worry present furlough terrible 8 0,17938 couple couple_weeks last_couple situations last_couple_weeks drinking bothered 9 0,5999 worried worry covid work also time things 10 0,18142 calm period first though first_time rather came 11 0,46003 worried feel things just think everything anxious 12 0,14564 concern elderly increasing losing significant dying life_also 13 0,13121 course presentation sure well worried_course make_sure anxious_alot 14 0,23629 new starting bills university pay mostly pay_bills 15 0,16355 another uncertain becoming worried_usual company sometimes_feel crisis 16 0,18043 case important waiting risk state_worry write_aspects write 17 0,12548 son age enough old month eating next 18 0,15761 pain therefore week resulting viva colleagues phd 19 0,17192 mental mental_health health pre virus conditions positive Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13668] Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,18876 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,11519 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,09607 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,09466 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,10425 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20067 exercise graduated wake life_family realise getting_covid feelings_worry_anxiety 1 0,21511 thoughts attacks stay without causing panic_attacks aspects 2 0,1241 takes long_time hit trip holiday busy mortgage 3 0,11926 social ill becoming_ill distancing age government found 4 0,13647 past_two_weeks past_two two past two_weeks worried_past worried_past_two 5 0,12521 car garage summer distance debt kept broke 6 0,26594 weeks two_weeks last two last_two last_two_weeks worried_last 7 0,15995 four furlough constant_state_worry sense furlough_worried extreme lose 8 0,15564 couple couple_weeks last_couple last_couple_weeks situations full jobs 9 0,81575 worried worry things feel life covid time 10 0,15191 first_time first sister came gave talk use 11 0,50464 everything anything just care course make great 12 0,12785 university next optimistic significant potential coming sore 13 0,11856 across worried_lot probably presentation mental lonely various 14 0,19212 term starting long_term get factors short second 15 0,14344 terrified worried_money call done makes_feel people unfortunately 16 0,15124 state_worry important depressed aspects case seem write_aspects 17 0,10956 son age old enough since eat lose 18 0,13611 pain although therefore viva harder loved also_worrying 19 0,1479 mental mental_health office conditions health pre working Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15847] Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -11,05093 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -11,03179 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -11,02279 Nov. 19, 2024 3:21:52 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -11,03244 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -11,04366 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,1697 peace passed current_covid experienced bigger jobs centre 1 0,19071 thoughts aspects attacks panic_attacks causing sleep experience 2 0,11212 looking catching trip buying elderly new lack 3 0,10491 masks area social becoming_ill distancing partly town 4 0,12058 two_weeks past_two_weeks past_two past two worried_past worried_past_two 5 0,11292 car going_able broke tend causes years said 6 0,23173 last two two_weeks last_two last_two_weeks weeks worried_last 7 0,14682 furlough drinking drinking_much health_family worried_know furlough_worried bed 8 0,14129 couple couple_weeks last_couple last_couple_weeks due_covid lost overwhelming 9 1,06965 worried worry things feel covid life time 10 0,12347 longer came first_time less_worried sister running reaction 11 0,40282 im mother heart experiences person constant_state_worry care 12 0,11944 university significant optimistic potential periods_worry debts become 13 0,11031 miss seems fact overthinking members inducing tense 14 0,16316 term long_term long short factors sick worried_lot_recently 15 0,13146 business main sore ago fall self meet 16 0,13436 leave four write_aspects left tinnitus chronic aunt 17 0,09744 age son old eating years wrong go_wrong 18 0,12726 pain physical coming viva debt body moderately_worried 19 0,12829 virus vulnerable conditions unemployed pre_existing existing diabetes Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16809] Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -11,0186 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -11,00141 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,99133 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,98244 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -11,00853 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15253 tend mind becoming love night fear concentrate_one 1 0,16733 aspects thoughts attacks panic_attacks aspects_life suffer causing 2 0,10197 get find holiday huge trip global believe 3 0,09835 ill continue masks becoming_ill distancing government social 4 0,11258 two past_two past_two_weeks two_weeks worried_past worried_past_two issues 5 0,10355 car ask broke ever case modest filter 6 0,20289 two two_weeks last_two last_two_weeks last weeks worried_last_two 7 0,13875 much drinking furlough month drinking_much worry_may status 8 0,13178 couple couple_weeks last_couple last_couple_weeks important lost pressure 9 1,28014 worried worry things weeks feel covid life 10 0,11187 came garage meant despite negative lot_time sister 11 0,29178 ever safe main worry_anxiety people_also really_worried support 12 0,11208 struggle forward university potential move impossible significant 13 0,10646 hoping seems strong focus online probably experiences 14 0,14486 term long_term short groups things_like long constantly_worry 15 0,12133 best im sore source throat debts dont 16 0,12432 feeling_anxious case waiting son closer nights gone 17 0,0884 age son old wrong years arrangements eating 18 0,11685 pain viva economic work week thoughts coming 19 0,11835 example virus vulnerable asthma pre conditions pre_existing Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17157] Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,97212 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,96558 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,93948 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,94195 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,96576 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,136 daughter loved_ones debt related_worries surge eat minor 1 0,15638 aspects attacks panic_attacks panic aspects_life severe write_aspects 2 0,09928 scenarios future_worry lot_less trip takes short happen 3 0,09644 social government masks town becoming_ill area distancing 4 0,10958 two_weeks worried_past_two past_two results past_two_weeks bed issues 5 0,09782 car said leaving pay panic_attack broke appointment 6 0,16747 two_weeks two last_two last_two_weeks last weeks worried_last_two 7 0,13018 increasing restrictions furlough contract family_members began helps 8 0,1251 couple couple_weeks last_couple last_couple_weeks lost worried_due parent 9 1,42372 worried worry things feel weeks covid time 10 0,09921 first period sister came first_time months reaction 11 0,22789 works family_friends contact open hands hard_concentrate ongoing 12 0,10939 struggle university potential forward periods_worry changes student 13 0,10175 get_bed family_members seems stable presentation started number 14 0,12673 term long_term short related worried_lot symptoms debt 15 0,12025 im reasons ability dont continue currently sore 16 0,11881 unknown e lonely escape tinnitus g e_g 17 0,08421 age son years holiday old eating car 18 0,11185 pain last_week pass chronic viva office amount 19 0,11332 example virus cant pre conditions looking_job vulnerable Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17646] Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,96028 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,92506 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,94388 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,94903 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,94405 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13018 big kept course tend_worry generally_worried go_wrong make_sure 1 0,14186 aspects attacks panic_attacks important aspects_life really_worried personal 2 0,09638 think lot_less whilst trip dangerous improvement takes 3 0,0921 ill social becoming_ill social_distancing partly poor worried_catching 4 0,10321 results country issues exams think_country_going going_backwards country_going_backwards 5 0,09246 car chest weather broke gets comfortable none 6 0,15838 two last_two last_two_weeks two_weeks last worried_last_two weeks 7 0,12137 losing losing_job concerned furlough decision become increasing 8 0,12261 couple couple_weeks last_couple last_couple_weeks bad convinced positive_want 9 1,51101 worried worry things weeks feel life covid 10 0,09371 done came first_time first sister public_transport worried_covid 11 0,19171 financial state_worry status many_things naturally feelings_worry constant_state_worry 12 0,10746 university september arrangements struggle significant lot_worry periods_worry 13 0,09897 experiences health_also answers impact_covid get_bed across various 14 0,12032 term long_term short control_things enough contact since 15 0,11242 now im course dont need drinking_much sore 16 0,11609 moments drinking still e tinnitus time pre_existing_health 17 0,07837 son age old enough support eating holiday 18 0,11355 pain viva experienced pass course negative relax 19 0,10986 conditions example pre pre_existing existing diabetes health Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18425] Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,94371 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,93226 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,93542 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,92386 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,90438 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12947 likely struggling faith worry_state inability stressed_worried follow 1 0,13463 aspects attacks important overwhelmed finding write disorder 2 0,09376 less sick plans makes_worry lot_less huge whilst 3 0,08961 catching worried_catching miss elderly becoming partly poor 4 0,09826 country exams live think_country_going think_country going_backwards country_going_backwards 5 0,09126 car ask broke various impossible ever_going least 6 0,14706 last_two_weeks last_two last two worried_last_two two_weeks weeks 7 0,11643 thoughts drinking furlough job_losses worried_something food began 8 0,12035 couple couple_weeks last_couple last_couple_weeks many_things rest parent 9 1,56483 worried worry weeks things feel covid life 10 0,08741 first came first_time relaxed away holiday sister 11 0,1689 bed huge entire worry_moment get_bed climate comfortable 12 0,10316 month significant yes_worried sore cancer see situation_covid 13 0,09812 answers god online mother irritable stomach seem 14 0,11534 term short long long_term social factors worried_lot_recently 15 0,11018 im help relationships overthink stable presentation okay 16 0,11474 case open status tinnitus switch feeling_way case_numbers 17 0,07736 age son old eating eat car wrong 18 0,1102 pain viva lost worried_lately scenarios leave harder 19 0,10807 virus conditions pre pre_existing existing diabetes arrangements Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18868] Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93145 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,89203 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90463 Nov. 19, 2024 3:21:53 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,92581 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,91821 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12312 complete worried_work phd im heart high_risk whether 1 0,12964 aspects attacks aspects_life causing panic_attacks overthinking write_aspects 2 0,09085 office move worry_past worried_going_back lot_less back_university global 3 0,09142 government miss area partly poor masks town 4 0,09247 country results exams think_country_going think_country going_backwards exam 5 0,08917 car takes broke okay finally completely something 6 0,14171 last_two two last_two_weeks two_weeks last worried_last_two worried_last 7 0,11528 furlough helps drinking_much worried_catching furlough_worried began terrible 8 0,11945 couple_weeks couple last_couple full last_couple_weeks unemployed mental_health_feel 9 1,60039 worried worry weeks things feel covid life 10 0,08555 sister came playing time reaction shops first_time 11 0,14918 bed felt tomorrow chest feel_anxious get_bed forward 12 0,10195 potential month sore optimistic significant periods_worry worry_going 13 0,09665 overly years others facing person ill_health answers 14 0,10661 term short long_term dire family_member factors worried_lot_recently 15 0,106 dont drinking stop arrangements peoples mother increasing 16 0,1149 best forward passed due_current mortgage making family_finances 17 0,07529 son age eating old go_wrong nursery wrong 18 0,10633 pain viva just contract course stomach catching_coronavirus 19 0,10384 conditions asthma vulnerable pre pre_existing existing diabetes Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18892] Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,90501 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,90583 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,9062 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,88312 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,90542 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11784 worried_people weeks_worry best nights relatives worried_life worry_also 1 0,12605 aspects attacks panic_attacks aspects_life corona_virus write worried_aspects 2 0,08896 lot_less feel_lot global even_though drop made_feel weeks_pandemic 3 0,08825 catching becoming social miss town social_distancing age 4 0,09352 results issues exams country reasons comes think_country_going 5 0,08949 car viva garage tend broke summer holiday 6 0,14459 last_two two_weeks last_two_weeks two weeks last worried_last_two 7 0,11359 furlough concern_worry political worrying_lot worried_know remember_job furlough_worried_know 8 0,11443 couple couple_weeks last_couple last_couple_weeks full attacks works 9 1,61982 worried worry things weeks feel covid life 10 0,0829 covid_situation months went sister came reaction away 11 0,13687 bed get_bed constant_state much_worse shop stayed stay_bed 12 0,10298 unable office daily sore impact_covid significant busy 13 0,09304 rather answers near something health_grounds grounds gets_worse 14 0,10469 term long_term short long safety arrangements ongoing_pandemic 15 0,10596 increasing dont feelings_worry outside ive feeling_way numbers 16 0,11432 every_time best worried_usual small_things one_day tinnitus concerning 17 0,0738 son age old good_enough therapy case nursery 18 0,10441 pain important use losing_job level toilet feel_better 19 0,10322 example virus pre conditions vulnerable pre_existing existing Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19107] Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89543 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,8984 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,89591 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,88646 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,88275 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11293 viva pain meant continue go_wrong cat underlying 1 0,12359 aspects corona corona_virus strong write write_aspects pass 2 0,08658 less_worried period lot_less application meant since_beginning nerves 3 0,08147 government miss masks area worried_catching becoming_ill distancing 4 0,09113 country exams issues reasons think_country_going think_country going_backwards 5 0,08187 car garage said broke asking distance_away order 6 0,14106 last_two last_two_weeks two two_weeks worried_last worried_last_two two_weeks_felt 7 0,1112 unknown month furlough complete happening began transport 8 0,11859 couple couple_weeks last_couple last_couple_weeks nervous_anxious full lots 9 1,6281 worried worry weeks things feel last life 10 0,08334 months came depressed trouble covid_situation colleagues effect 11 0,1296 bed entire get_bed wake health_grounds terrible retire 12 0,10052 office workload sore periods_worry concern drinking debts 13 0,09331 financial_situation experiences rather covid find_difficult young_family stop_thinking 14 0,10334 term long_term short long situation mentally trip 15 0,10199 im day_day dont fact stops definitely_worried try_think 16 0,11133 avoid generally tinnitus anything_last gets_worse feel_though work_due 17 0,07349 son age old enough good_enough tell therapy 18 0,10831 pain course increased well_worry point chronic catching_coronavirus 19 0,1065 looking conditions virus looking_job pre pre_existing existing Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19178] Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,87858 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,87911 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,88262 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88473 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87324 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11055 pain viva furlough plans put four_months come 1 0,12159 aspects write_aspects healthy self managed meaningful anxiety_inducing 2 0,08246 less_worried spend lot_less meant loan office else 3 0,07778 age ill miss visiting becoming_ill distancing government 4 0,08873 reasons results country think_country_going think_country going_backwards country_going_backwards 5 0,08342 car want back_work garage ask broke distance 6 0,13617 last_two last_two_weeks two two_weeks worried_last worried_last_two last 7 0,10886 made redundant made_redundant sore ago open pay_bills 8 0,11789 couple couple_weeks last_couple_weeks part last_couple struggle drinking_much 9 1,63178 worried worry things weeks feel covid life 10 0,08475 sister caused talk along stopped race area 11 0,12074 tomorrow bed self part first_time worried_just personal_life 12 0,09981 office coming periods restrictions planning source many_people 13 0,0971 career experiences place gone grow actually good_mental_health 14 0,10018 term long_term short political number long dire 15 0,10185 im thinking dont groups stressful organisation meeting 16 0,11203 regarding various avoid climate worried_various tinnitus death 17 0,07379 son age old car enough worry_good_enough worry_good 18 0,10899 pain debts weather going helps hits passes 19 0,10411 conditions starting pre asthma university optimistic remain Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19522] Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,90076 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,88447 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,8797 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90767 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,87774 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11142 feelings furlough overwhelmed change plans furlough_worried seems_like 1 0,11996 aspects friend various write_aspects lived meaningful write 2 0,08353 mental_health_feel health_feel period came garden bout drop 3 0,0779 catching miss age ill worried_catching distancing government 4 0,08749 exams issues results country lately reasons help 5 0,08351 car chest broke gets useless without worse 6 0,13332 last_two last_two_weeks two_weeks two last worried_last worried_last_two 7 0,10878 important drinking constant_state redundancy month routine sense 8 0,11394 couple couple_weeks last_couple last_couple_weeks self matter lot_things 9 1,63497 worried worry weeks things feel life covid 10 0,08628 calm first_time never shops reaction spent social 11 0,11991 worry_things severe extent future_going believe symptoms complete 12 0,1003 masks coming wearing_masks things_life lives things_control office 13 0,09578 complete experiences ones stopped starting starting_new gone 14 0,095 term short long_term political dire worried_lot_recently lot_recently 15 0,10069 dont im every_time stop_thinking peoples presentation love 16 0,1111 case able_find increasing worried_things e tinnitus g 17 0,07313 son age eating old eat nursery tell 18 0,1071 pain viva sore cancer hot feelings_worry throat 19 0,10325 virus conditions vulnerable pre asthma pre_existing infected Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19288] Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,87742 Nov. 19, 2024 3:21:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" Directory already exists. [1] "The test object of GAD7tot was saved in: ./results/seed_42/test_linear_regression_GAD7tot.rds" Generate popout topics based on max absolute "mean" as the scatter legend. Generating scatter plot based on specified popout criteria. Valid categories: 4 5 Processing category: 4 Processing category: 5 [1] "The grid plot legends are saved in the save_dir." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 489 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 37155 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,14125 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,99101 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,9064 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,87583 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things time worrying people go life like 1 0,25 feel anxiety things often panic thoughts sleep 2 0,25 worried also current situation pandemic everything place 3 0,25 worry family health covid years ill constant 4 0,25 past past_two_weeks past_two issues going two two_weeks 5 0,25 able usually trying something well although past 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get one always find bit 8 0,25 work felt weeks feeling last worries general 9 0,25 worried due lot feel time family covid 10 0,25 day even time makes every house really 11 0,25 worried much think worry just anything anxious 12 0,25 life now worrying children positive taking home 13 0,25 though see hard home night work found 14 0,25 worry going back job now starting long 15 0,25 worried life covid future want go good 16 0,25 worried yes state job yes_worried extremely always 17 0,25 day make week son enough end everything 18 0,25 anxiety get going feelings really depression bad 19 0,25 health covid worried anxious people mental getting Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,85937 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,82834 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,82846 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,8105 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,80188 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 time things people feel like life worry 1 0,25 anxiety feel worry things panic thoughts day 2 0,25 worried also current things situation pandemic place 3 0,25 worry covid family health fear ill also_worried 4 0,25 past weeks worried two past_two_weeks past_two two_weeks 5 0,25 generally usually car bit less lockdown although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get family find always lately 8 0,25 work felt worries quite week feeling last 9 0,25 worried covid family made also due time 10 0,25 even really every day months makes help 11 0,25 worried worry much think lot anything just 12 0,25 life things children try worrying positive normal 13 0,25 though see away hard never night felt 14 0,25 worry going back job long new ever 15 0,25 worried go job good want life pay 16 0,25 worried yes state yes_worried job impact extremely 17 0,25 make enough making day son end just 18 0,25 get worried anxiety feelings going many moment 19 0,25 health due anxious mental virus worried world Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,79027 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,79259 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,77169 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,76756 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,75915 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry time like feel worrying control 1 0,25 anxiety life general panic feel sleep mind 2 0,25 also pandemic current things place situation university 3 0,25 worry family people health fear ill covid 4 0,25 past weeks worried past_two_weeks past_two worrying going 5 0,25 generally little bit usually car spend although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future one always worrying lack sometimes 8 0,25 work worries felt feel feeling time quite 9 0,25 worried family covid due made home recently 10 0,25 time day people even every really makes 11 0,25 worried just think know anything really everything 12 0,25 children try life positive normal take worry 13 0,25 see though hard much thinking away found 14 0,25 worry going job back long whether new 15 0,25 worried life good want days go pay 16 0,25 yes worried state yes_worried job situation extremely 17 0,25 like enough make son end even partner 18 0,25 get going worried anxiety feelings bad week 19 0,25 anxious worried health now mental due virus Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,75849 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,74129 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,7609 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,75042 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,75876 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry feel like time life something 1 0,25 anxiety feel life day panic thoughts sleep 2 0,25 current also situation place find pandemic friends 3 0,25 worry people covid fear ill years social 4 0,25 past past_two_weeks past_two happen weeks going worried 5 0,25 little generally bit past past_weeks usually car 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future always one lack concern sometimes 8 0,25 work worries felt feeling quite time felt_worried 9 0,25 worried family covid due made health home 10 0,25 time even day people every away really 11 0,25 worried think really lot much able everything 12 0,25 children positive normal husband depression take keep 13 0,25 hard felt thinking much though night stop 14 0,25 worry going job back new make now 15 0,25 worried life good want days happy pay 16 0,25 worried yes job state yes_worried extremely next 17 0,25 worried like just know enough getting son 18 0,25 anxiety get week feelings going moment worse 19 0,25 worried anxious virus health covid mental world Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,76353 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,74703 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,76353 Nov. 19, 2024 3:22:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,75921 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,75844 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 worry things like life much worrying feel 1 0,25 anxiety feel day mind often thoughts sleep 2 0,25 current also place friends find pandemic situation 3 0,25 people covid years fear ill main virus 4 0,25 past past_two_weeks past_two worried weeks two less 5 0,25 past past_weeks little worrying generally bit usually 6 0,25 weeks last two worried two_weeks last_two last_two_weeks 7 0,25 worry future health concern worries sometimes money 8 0,25 work feeling worries felt quite concerned felt_worried 9 0,25 worried covid family due also made home 10 0,25 time every people day away like even 11 0,25 worried think able lot everything anything things 12 0,25 children one positive normal husband good try 13 0,25 hard though thinking night find found stop 14 0,25 worry going job back new school constantly 15 0,25 worried life back happy want pay way 16 0,25 worried yes job state yes_worried extremely impact 17 0,25 worried just know enough son age getting 18 0,25 get anxiety feelings week worse ever many 19 0,25 worried anxious health now virus mental feel Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07358] Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,32902 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,43083 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,40669 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,39443 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,38727 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,2755 things life feel like anxiety always control 1 0,26487 anxious feel thoughts feeling panic anxiety often 2 0,25006 also place well current find friends partner 3 0,2224 people social worry ill area becoming virus 4 0,22184 past past_two_weeks past_two worried two_weeks going worried_past 5 0,23554 get past_weeks past car now go days 6 0,25397 weeks last worried two two_weeks last_two last_two_weeks 7 0,25842 worry constant finances future worry_future one daily 8 0,25907 work worries feeling time felt couple concern 9 0,29925 worried covid family due situation health also 10 0,2446 time day every people see house really 11 0,28238 worried think lot worry worrying everything just 12 0,23014 children husband kids trying positive father help 13 0,23899 though around thought stop next stressed pandemic 14 0,26624 worry going job back yes work money 15 0,26294 life way get want security good lead 16 0,27447 worried state family coronavirus yes_worried concerned economy 17 0,22753 just son enough age worried like good 18 0,25184 anxiety week virus feelings making ever people 19 0,25973 worried feel health anxious mental_health covid virus Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09756] Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,38735 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,37397 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,36697 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,33803 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,36286 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,27776 worry things life always control like days 1 0,26826 feel anxiety feeling often thoughts anxious sleep 2 0,21589 find current struggle many current_situation busy events 3 0,18929 social ill becoming area worried_covid becoming_ill catching 4 0,195 past past_two_weeks past_two two two_weeks worried weeks 5 0,20095 past_weeks past weeks car now time garage 6 0,27397 weeks last worried two two_weeks last_two last_two_weeks 7 0,24278 worry people state lack constant worry_future general 8 0,24157 day worries work time couple feelings concern 9 0,3334 worried worry covid also family work due 10 0,2216 time day people away see house get 11 0,29795 worried things worry think just future going 12 0,1991 good never usually happy husband reasons depression 13 0,19464 worst aspect across stable presentation thought came 14 0,28218 job going able back go new may 15 0,24607 life spend days income way possible seems 16 0,26745 worried state case aspects left move waiting 17 0,1951 age son week old eating enough support 18 0,22594 pain stressful decisions corona worrying coming corona_virus 19 0,23561 health mental mental_health example world positive virus Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,1104] Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,3496 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,28992 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,28082 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,28455 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,27182 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,26958 anxiety depression feelings happy many things normal 1 0,26668 thoughts panic anxiety sleep difficult often mind 2 0,17639 find seem trip debts someone find_worrying worries_also 3 0,15594 becoming masks becoming_ill area worried_covid ill partly 4 0,17507 past past_two_weeks past_two two_weeks weeks two worried_past 5 0,17354 past_weeks past weeks car issues weeks_worry ever 6 0,30664 last weeks two two_weeks last_two last_two_weeks worried 7 0,21325 state constant concerned however state_worry constant_state daily 8 0,20877 worries couple issues friends still couple_weeks overwhelmed 9 0,42559 worried worry covid work also family job 10 0,20614 time day see every even people away 11 0,35758 worried things worry life feel like think 12 0,16798 career instead never best seem wife tend_worry 13 0,15665 problem across get_back various source probably experiences 14 0,2816 pay bills university job starting able others 15 0,20162 keep illness within hit anyone anyway future_happen 16 0,22167 always aspects depressed waiting important think_much events 17 0,1558 son age old enough month eating doctors 18 0,18609 pain left office worrying coming viva okay 19 0,20485 mental mental_health health conditions recently pre particularly Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12295] Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,26453 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,21369 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,20602 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,21364 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,19943 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23939 feelings depression happy worry_anxiety periods financial makes 1 0,2464 panic difficult thoughts aspects sleep attacks concentrate 2 0,14702 back_normal find trip places fine find_worrying said 3 0,13499 masks becoming_ill area main becoming government partly 4 0,15177 past past_two_weeks past_two two weeks two_weeks worried_past 5 0,14121 past_weeks weeks past car got specific relationship 6 0,29774 weeks last two two_weeks last_two last_two_weeks worried_last 7 0,18173 constant constant_state state_worry constant_state_worry present furlough terrible 8 0,17938 couple couple_weeks last_couple situations last_couple_weeks drinking bothered 9 0,5999 worried worry covid work also time things 10 0,18142 calm period first though first_time rather came 11 0,46003 worried feel things just think everything anxious 12 0,14564 concern elderly increasing losing significant dying life_also 13 0,13121 course presentation sure well worried_course make_sure anxious_alot 14 0,23629 new starting bills university pay mostly pay_bills 15 0,16355 another uncertain becoming worried_usual company sometimes_feel crisis 16 0,18043 case important waiting risk state_worry write_aspects write 17 0,12548 son age enough old month eating next 18 0,15761 pain therefore week resulting viva colleagues phd 19 0,17192 mental mental_health health pre virus conditions positive Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13668] Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,18876 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,11519 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,09607 Nov. 19, 2024 3:22:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,09466 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,10425 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20067 exercise graduated wake life_family realise getting_covid feelings_worry_anxiety 1 0,21511 thoughts attacks stay without causing panic_attacks aspects 2 0,1241 takes long_time hit trip holiday busy mortgage 3 0,11926 social ill becoming_ill distancing age government found 4 0,13647 past_two_weeks past_two two past two_weeks worried_past worried_past_two 5 0,12521 car garage summer distance debt kept broke 6 0,26594 weeks two_weeks last two last_two last_two_weeks worried_last 7 0,15995 four furlough constant_state_worry sense furlough_worried extreme lose 8 0,15564 couple couple_weeks last_couple last_couple_weeks situations full jobs 9 0,81575 worried worry things feel life covid time 10 0,15191 first_time first sister came gave talk use 11 0,50464 everything anything just care course make great 12 0,12785 university next optimistic significant potential coming sore 13 0,11856 across worried_lot probably presentation mental lonely various 14 0,19212 term starting long_term get factors short second 15 0,14344 terrified worried_money call done makes_feel people unfortunately 16 0,15124 state_worry important depressed aspects case seem write_aspects 17 0,10956 son age old enough since eat lose 18 0,13611 pain although therefore viva harder loved also_worrying 19 0,1479 mental mental_health office conditions health pre working Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15847] Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -11,05093 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -11,03179 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -11,02279 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -11,03244 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -11,04366 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,1697 peace passed current_covid experienced bigger jobs centre 1 0,19071 thoughts aspects attacks panic_attacks causing sleep experience 2 0,11212 looking catching trip buying elderly new lack 3 0,10491 masks area social becoming_ill distancing partly town 4 0,12058 two_weeks past_two_weeks past_two past two worried_past worried_past_two 5 0,11292 car going_able broke tend causes years said 6 0,23173 last two two_weeks last_two last_two_weeks weeks worried_last 7 0,14682 furlough drinking drinking_much health_family worried_know furlough_worried bed 8 0,14129 couple couple_weeks last_couple last_couple_weeks due_covid lost overwhelming 9 1,06965 worried worry things feel covid life time 10 0,12347 longer came first_time less_worried sister running reaction 11 0,40282 im mother heart experiences person constant_state_worry care 12 0,11944 university significant optimistic potential periods_worry debts become 13 0,11031 miss seems fact overthinking members inducing tense 14 0,16316 term long_term long short factors sick worried_lot_recently 15 0,13146 business main sore ago fall self meet 16 0,13436 leave four write_aspects left tinnitus chronic aunt 17 0,09744 age son old eating years wrong go_wrong 18 0,12726 pain physical coming viva debt body moderately_worried 19 0,12829 virus vulnerable conditions unemployed pre_existing existing diabetes Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16809] Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -11,0186 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -11,00141 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,99133 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,98244 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -11,00853 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15253 tend mind becoming love night fear concentrate_one 1 0,16733 aspects thoughts attacks panic_attacks aspects_life suffer causing 2 0,10197 get find holiday huge trip global believe 3 0,09835 ill continue masks becoming_ill distancing government social 4 0,11258 two past_two past_two_weeks two_weeks worried_past worried_past_two issues 5 0,10355 car ask broke ever case modest filter 6 0,20289 two two_weeks last_two last_two_weeks last weeks worried_last_two 7 0,13875 much drinking furlough month drinking_much worry_may status 8 0,13178 couple couple_weeks last_couple last_couple_weeks important lost pressure 9 1,28014 worried worry things weeks feel covid life 10 0,11187 came garage meant despite negative lot_time sister 11 0,29178 ever safe main worry_anxiety people_also really_worried support 12 0,11208 struggle forward university potential move impossible significant 13 0,10646 hoping seems strong focus online probably experiences 14 0,14486 term long_term short groups things_like long constantly_worry 15 0,12133 best im sore source throat debts dont 16 0,12432 feeling_anxious case waiting son closer nights gone 17 0,0884 age son old wrong years arrangements eating 18 0,11685 pain viva economic work week thoughts coming 19 0,11835 example virus vulnerable asthma pre conditions pre_existing Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17157] Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,97212 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,96558 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,93948 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,94195 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,96576 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,136 daughter loved_ones debt related_worries surge eat minor 1 0,15638 aspects attacks panic_attacks panic aspects_life severe write_aspects 2 0,09928 scenarios future_worry lot_less trip takes short happen 3 0,09644 social government masks town becoming_ill area distancing 4 0,10958 two_weeks worried_past_two past_two results past_two_weeks bed issues 5 0,09782 car said leaving pay panic_attack broke appointment 6 0,16747 two_weeks two last_two last_two_weeks last weeks worried_last_two 7 0,13018 increasing restrictions furlough contract family_members began helps 8 0,1251 couple couple_weeks last_couple last_couple_weeks lost worried_due parent 9 1,42372 worried worry things feel weeks covid time 10 0,09921 first period sister came first_time months reaction 11 0,22789 works family_friends contact open hands hard_concentrate ongoing 12 0,10939 struggle university potential forward periods_worry changes student 13 0,10175 get_bed family_members seems stable presentation started number 14 0,12673 term long_term short related worried_lot symptoms debt 15 0,12025 im reasons ability dont continue currently sore 16 0,11881 unknown e lonely escape tinnitus g e_g 17 0,08421 age son years holiday old eating car 18 0,11185 pain last_week pass chronic viva office amount 19 0,11332 example virus cant pre conditions looking_job vulnerable Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17646] Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,96028 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,92506 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,94388 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,94903 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,94405 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13018 big kept course tend_worry generally_worried go_wrong make_sure 1 0,14186 aspects attacks panic_attacks important aspects_life really_worried personal 2 0,09638 think lot_less whilst trip dangerous improvement takes 3 0,0921 ill social becoming_ill social_distancing partly poor worried_catching 4 0,10321 results country issues exams think_country_going going_backwards country_going_backwards 5 0,09246 car chest weather broke gets comfortable none 6 0,15838 two last_two last_two_weeks two_weeks last worried_last_two weeks 7 0,12137 losing losing_job concerned furlough decision become increasing 8 0,12261 couple couple_weeks last_couple last_couple_weeks bad convinced positive_want 9 1,51101 worried worry things weeks feel life covid 10 0,09371 done came first_time first sister public_transport worried_covid 11 0,19171 financial state_worry status many_things naturally feelings_worry constant_state_worry 12 0,10746 university september arrangements struggle significant lot_worry periods_worry 13 0,09897 experiences health_also answers impact_covid get_bed across various 14 0,12032 term long_term short control_things enough contact since 15 0,11242 now im course dont need drinking_much sore 16 0,11609 moments drinking still e tinnitus time pre_existing_health 17 0,07837 son age old enough support eating holiday 18 0,11355 pain viva experienced pass course negative relax 19 0,10986 conditions example pre pre_existing existing diabetes health Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18425] Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,94371 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,93226 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,93542 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,92386 Nov. 19, 2024 3:22:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,90438 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12947 likely struggling faith worry_state inability stressed_worried follow 1 0,13463 aspects attacks important overwhelmed finding write disorder 2 0,09376 less sick plans makes_worry lot_less huge whilst 3 0,08961 catching worried_catching miss elderly becoming partly poor 4 0,09826 country exams live think_country_going think_country going_backwards country_going_backwards 5 0,09126 car ask broke various impossible ever_going least 6 0,14706 last_two_weeks last_two last two worried_last_two two_weeks weeks 7 0,11643 thoughts drinking furlough job_losses worried_something food began 8 0,12035 couple couple_weeks last_couple last_couple_weeks many_things rest parent 9 1,56483 worried worry weeks things feel covid life 10 0,08741 first came first_time relaxed away holiday sister 11 0,1689 bed huge entire worry_moment get_bed climate comfortable 12 0,10316 month significant yes_worried sore cancer see situation_covid 13 0,09812 answers god online mother irritable stomach seem 14 0,11534 term short long long_term social factors worried_lot_recently 15 0,11018 im help relationships overthink stable presentation okay 16 0,11474 case open status tinnitus switch feeling_way case_numbers 17 0,07736 age son old eating eat car wrong 18 0,1102 pain viva lost worried_lately scenarios leave harder 19 0,10807 virus conditions pre pre_existing existing diabetes arrangements Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18868] Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93145 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,89203 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90463 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,92581 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,91821 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12312 complete worried_work phd im heart high_risk whether 1 0,12964 aspects attacks aspects_life causing panic_attacks overthinking write_aspects 2 0,09085 office move worry_past worried_going_back lot_less back_university global 3 0,09142 government miss area partly poor masks town 4 0,09247 country results exams think_country_going think_country going_backwards exam 5 0,08917 car takes broke okay finally completely something 6 0,14171 last_two two last_two_weeks two_weeks last worried_last_two worried_last 7 0,11528 furlough helps drinking_much worried_catching furlough_worried began terrible 8 0,11945 couple_weeks couple last_couple full last_couple_weeks unemployed mental_health_feel 9 1,60039 worried worry weeks things feel covid life 10 0,08555 sister came playing time reaction shops first_time 11 0,14918 bed felt tomorrow chest feel_anxious get_bed forward 12 0,10195 potential month sore optimistic significant periods_worry worry_going 13 0,09665 overly years others facing person ill_health answers 14 0,10661 term short long_term dire family_member factors worried_lot_recently 15 0,106 dont drinking stop arrangements peoples mother increasing 16 0,1149 best forward passed due_current mortgage making family_finances 17 0,07529 son age eating old go_wrong nursery wrong 18 0,10633 pain viva just contract course stomach catching_coronavirus 19 0,10384 conditions asthma vulnerable pre pre_existing existing diabetes Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18892] Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,90501 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,90583 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,9062 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,88312 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,90542 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11784 worried_people weeks_worry best nights relatives worried_life worry_also 1 0,12605 aspects attacks panic_attacks aspects_life corona_virus write worried_aspects 2 0,08896 lot_less feel_lot global even_though drop made_feel weeks_pandemic 3 0,08825 catching becoming social miss town social_distancing age 4 0,09352 results issues exams country reasons comes think_country_going 5 0,08949 car viva garage tend broke summer holiday 6 0,14459 last_two two_weeks last_two_weeks two weeks last worried_last_two 7 0,11359 furlough concern_worry political worrying_lot worried_know remember_job furlough_worried_know 8 0,11443 couple couple_weeks last_couple last_couple_weeks full attacks works 9 1,61982 worried worry things weeks feel covid life 10 0,0829 covid_situation months went sister came reaction away 11 0,13687 bed get_bed constant_state much_worse shop stayed stay_bed 12 0,10298 unable office daily sore impact_covid significant busy 13 0,09304 rather answers near something health_grounds grounds gets_worse 14 0,10469 term long_term short long safety arrangements ongoing_pandemic 15 0,10596 increasing dont feelings_worry outside ive feeling_way numbers 16 0,11432 every_time best worried_usual small_things one_day tinnitus concerning 17 0,0738 son age old good_enough therapy case nursery 18 0,10441 pain important use losing_job level toilet feel_better 19 0,10322 example virus pre conditions vulnerable pre_existing existing Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19107] Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89543 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,8984 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,89591 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,88646 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,88275 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11293 viva pain meant continue go_wrong cat underlying 1 0,12359 aspects corona corona_virus strong write write_aspects pass 2 0,08658 less_worried period lot_less application meant since_beginning nerves 3 0,08147 government miss masks area worried_catching becoming_ill distancing 4 0,09113 country exams issues reasons think_country_going think_country going_backwards 5 0,08187 car garage said broke asking distance_away order 6 0,14106 last_two last_two_weeks two two_weeks worried_last worried_last_two two_weeks_felt 7 0,1112 unknown month furlough complete happening began transport 8 0,11859 couple couple_weeks last_couple last_couple_weeks nervous_anxious full lots 9 1,6281 worried worry weeks things feel last life 10 0,08334 months came depressed trouble covid_situation colleagues effect 11 0,1296 bed entire get_bed wake health_grounds terrible retire 12 0,10052 office workload sore periods_worry concern drinking debts 13 0,09331 financial_situation experiences rather covid find_difficult young_family stop_thinking 14 0,10334 term long_term short long situation mentally trip 15 0,10199 im day_day dont fact stops definitely_worried try_think 16 0,11133 avoid generally tinnitus anything_last gets_worse feel_though work_due 17 0,07349 son age old enough good_enough tell therapy 18 0,10831 pain course increased well_worry point chronic catching_coronavirus 19 0,1065 looking conditions virus looking_job pre pre_existing existing Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19178] Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,87858 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,87911 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,88262 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88473 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87324 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11055 pain viva furlough plans put four_months come 1 0,12159 aspects write_aspects healthy self managed meaningful anxiety_inducing 2 0,08246 less_worried spend lot_less meant loan office else 3 0,07778 age ill miss visiting becoming_ill distancing government 4 0,08873 reasons results country think_country_going think_country going_backwards country_going_backwards 5 0,08342 car want back_work garage ask broke distance 6 0,13617 last_two last_two_weeks two two_weeks worried_last worried_last_two last 7 0,10886 made redundant made_redundant sore ago open pay_bills 8 0,11789 couple couple_weeks last_couple_weeks part last_couple struggle drinking_much 9 1,63178 worried worry things weeks feel covid life 10 0,08475 sister caused talk along stopped race area 11 0,12074 tomorrow bed self part first_time worried_just personal_life 12 0,09981 office coming periods restrictions planning source many_people 13 0,0971 career experiences place gone grow actually good_mental_health 14 0,10018 term long_term short political number long dire 15 0,10185 im thinking dont groups stressful organisation meeting 16 0,11203 regarding various avoid climate worried_various tinnitus death 17 0,07379 son age old car enough worry_good_enough worry_good 18 0,10899 pain debts weather going helps hits passes 19 0,10411 conditions starting pre asthma university optimistic remain Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19522] Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,90076 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,88447 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,8797 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90767 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,87774 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11142 feelings furlough overwhelmed change plans furlough_worried seems_like 1 0,11996 aspects friend various write_aspects lived meaningful write 2 0,08353 mental_health_feel health_feel period came garden bout drop 3 0,0779 catching miss age ill worried_catching distancing government 4 0,08749 exams issues results country lately reasons help 5 0,08351 car chest broke gets useless without worse 6 0,13332 last_two last_two_weeks two_weeks two last worried_last worried_last_two 7 0,10878 important drinking constant_state redundancy month routine sense 8 0,11394 couple couple_weeks last_couple last_couple_weeks self matter lot_things 9 1,63497 worried worry weeks things feel life covid 10 0,08628 calm first_time never shops reaction spent social 11 0,11991 worry_things severe extent future_going believe symptoms complete 12 0,1003 masks coming wearing_masks things_life lives things_control office 13 0,09578 complete experiences ones stopped starting starting_new gone 14 0,095 term short long_term political dire worried_lot_recently lot_recently 15 0,10069 dont im every_time stop_thinking peoples presentation love 16 0,1111 case able_find increasing worried_things e tinnitus g 17 0,07313 son age eating old eat nursery tell 18 0,1071 pain viva sore cancer hot feelings_worry throat 19 0,10325 virus conditions vulnerable pre asthma pre_existing infected Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19288] Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,87742 Nov. 19, 2024 3:22:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" Directory already exists. [1] "The test object of GAD7tot was saved in: ./results/seed_42/test_linear_regression_GAD7tot.rds" Generate popout topics based on max absolute "mean" as the scatter legend. Generating scatter plot based on specified popout criteria. Valid categories: 4 5 Processing category: 4 Processing category: 5 [1] "The grid plot legends are saved in the save_dir." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 489 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 37155 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,14125 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,99101 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,9064 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,87583 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things time worrying people go life like 1 0,25 feel anxiety things often panic thoughts sleep 2 0,25 worried also current situation pandemic everything place 3 0,25 worry family health covid years ill constant 4 0,25 past past_two_weeks past_two issues going two two_weeks 5 0,25 able usually trying something well although past 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get one always find bit 8 0,25 work felt weeks feeling last worries general 9 0,25 worried due lot feel time family covid 10 0,25 day even time makes every house really 11 0,25 worried much think worry just anything anxious 12 0,25 life now worrying children positive taking home 13 0,25 though see hard home night work found 14 0,25 worry going back job now starting long 15 0,25 worried life covid future want go good 16 0,25 worried yes state job yes_worried extremely always 17 0,25 day make week son enough end everything 18 0,25 anxiety get going feelings really depression bad 19 0,25 health covid worried anxious people mental getting Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,85937 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,82834 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,82846 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,8105 Nov. 19, 2024 3:23:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,80188 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 time things people feel like life worry 1 0,25 anxiety feel worry things panic thoughts day 2 0,25 worried also current things situation pandemic place 3 0,25 worry covid family health fear ill also_worried 4 0,25 past weeks worried two past_two_weeks past_two two_weeks 5 0,25 generally usually car bit less lockdown although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get family find always lately 8 0,25 work felt worries quite week feeling last 9 0,25 worried covid family made also due time 10 0,25 even really every day months makes help 11 0,25 worried worry much think lot anything just 12 0,25 life things children try worrying positive normal 13 0,25 though see away hard never night felt 14 0,25 worry going back job long new ever 15 0,25 worried go job good want life pay 16 0,25 worried yes state yes_worried job impact extremely 17 0,25 make enough making day son end just 18 0,25 get worried anxiety feelings going many moment 19 0,25 health due anxious mental virus worried world Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,79027 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,79259 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,77169 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,76756 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,75915 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry time like feel worrying control 1 0,25 anxiety life general panic feel sleep mind 2 0,25 also pandemic current things place situation university 3 0,25 worry family people health fear ill covid 4 0,25 past weeks worried past_two_weeks past_two worrying going 5 0,25 generally little bit usually car spend although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future one always worrying lack sometimes 8 0,25 work worries felt feel feeling time quite 9 0,25 worried family covid due made home recently 10 0,25 time day people even every really makes 11 0,25 worried just think know anything really everything 12 0,25 children try life positive normal take worry 13 0,25 see though hard much thinking away found 14 0,25 worry going job back long whether new 15 0,25 worried life good want days go pay 16 0,25 yes worried state yes_worried job situation extremely 17 0,25 like enough make son end even partner 18 0,25 get going worried anxiety feelings bad week 19 0,25 anxious worried health now mental due virus Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,75849 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,74129 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,7609 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,75042 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,75876 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry feel like time life something 1 0,25 anxiety feel life day panic thoughts sleep 2 0,25 current also situation place find pandemic friends 3 0,25 worry people covid fear ill years social 4 0,25 past past_two_weeks past_two happen weeks going worried 5 0,25 little generally bit past past_weeks usually car 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future always one lack concern sometimes 8 0,25 work worries felt feeling quite time felt_worried 9 0,25 worried family covid due made health home 10 0,25 time even day people every away really 11 0,25 worried think really lot much able everything 12 0,25 children positive normal husband depression take keep 13 0,25 hard felt thinking much though night stop 14 0,25 worry going job back new make now 15 0,25 worried life good want days happy pay 16 0,25 worried yes job state yes_worried extremely next 17 0,25 worried like just know enough getting son 18 0,25 anxiety get week feelings going moment worse 19 0,25 worried anxious virus health covid mental world Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,76353 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,74703 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,76353 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,75921 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,75844 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 worry things like life much worrying feel 1 0,25 anxiety feel day mind often thoughts sleep 2 0,25 current also place friends find pandemic situation 3 0,25 people covid years fear ill main virus 4 0,25 past past_two_weeks past_two worried weeks two less 5 0,25 past past_weeks little worrying generally bit usually 6 0,25 weeks last two worried two_weeks last_two last_two_weeks 7 0,25 worry future health concern worries sometimes money 8 0,25 work feeling worries felt quite concerned felt_worried 9 0,25 worried covid family due also made home 10 0,25 time every people day away like even 11 0,25 worried think able lot everything anything things 12 0,25 children one positive normal husband good try 13 0,25 hard though thinking night find found stop 14 0,25 worry going job back new school constantly 15 0,25 worried life back happy want pay way 16 0,25 worried yes job state yes_worried extremely impact 17 0,25 worried just know enough son age getting 18 0,25 get anxiety feelings week worse ever many 19 0,25 worried anxious health now virus mental feel Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07358] Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,32902 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,43083 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,40669 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,39443 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,38727 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,2755 things life feel like anxiety always control 1 0,26487 anxious feel thoughts feeling panic anxiety often 2 0,25006 also place well current find friends partner 3 0,2224 people social worry ill area becoming virus 4 0,22184 past past_two_weeks past_two worried two_weeks going worried_past 5 0,23554 get past_weeks past car now go days 6 0,25397 weeks last worried two two_weeks last_two last_two_weeks 7 0,25842 worry constant finances future worry_future one daily 8 0,25907 work worries feeling time felt couple concern 9 0,29925 worried covid family due situation health also 10 0,2446 time day every people see house really 11 0,28238 worried think lot worry worrying everything just 12 0,23014 children husband kids trying positive father help 13 0,23899 though around thought stop next stressed pandemic 14 0,26624 worry going job back yes work money 15 0,26294 life way get want security good lead 16 0,27447 worried state family coronavirus yes_worried concerned economy 17 0,22753 just son enough age worried like good 18 0,25184 anxiety week virus feelings making ever people 19 0,25973 worried feel health anxious mental_health covid virus Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09756] Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,38735 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,37397 Nov. 19, 2024 3:23:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,36697 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,33803 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,36286 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,27776 worry things life always control like days 1 0,26826 feel anxiety feeling often thoughts anxious sleep 2 0,21589 find current struggle many current_situation busy events 3 0,18929 social ill becoming area worried_covid becoming_ill catching 4 0,195 past past_two_weeks past_two two two_weeks worried weeks 5 0,20095 past_weeks past weeks car now time garage 6 0,27397 weeks last worried two two_weeks last_two last_two_weeks 7 0,24278 worry people state lack constant worry_future general 8 0,24157 day worries work time couple feelings concern 9 0,3334 worried worry covid also family work due 10 0,2216 time day people away see house get 11 0,29795 worried things worry think just future going 12 0,1991 good never usually happy husband reasons depression 13 0,19464 worst aspect across stable presentation thought came 14 0,28218 job going able back go new may 15 0,24607 life spend days income way possible seems 16 0,26745 worried state case aspects left move waiting 17 0,1951 age son week old eating enough support 18 0,22594 pain stressful decisions corona worrying coming corona_virus 19 0,23561 health mental mental_health example world positive virus Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,1104] Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,3496 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,28992 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,28082 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,28455 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,27182 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,26958 anxiety depression feelings happy many things normal 1 0,26668 thoughts panic anxiety sleep difficult often mind 2 0,17639 find seem trip debts someone find_worrying worries_also 3 0,15594 becoming masks becoming_ill area worried_covid ill partly 4 0,17507 past past_two_weeks past_two two_weeks weeks two worried_past 5 0,17354 past_weeks past weeks car issues weeks_worry ever 6 0,30664 last weeks two two_weeks last_two last_two_weeks worried 7 0,21325 state constant concerned however state_worry constant_state daily 8 0,20877 worries couple issues friends still couple_weeks overwhelmed 9 0,42559 worried worry covid work also family job 10 0,20614 time day see every even people away 11 0,35758 worried things worry life feel like think 12 0,16798 career instead never best seem wife tend_worry 13 0,15665 problem across get_back various source probably experiences 14 0,2816 pay bills university job starting able others 15 0,20162 keep illness within hit anyone anyway future_happen 16 0,22167 always aspects depressed waiting important think_much events 17 0,1558 son age old enough month eating doctors 18 0,18609 pain left office worrying coming viva okay 19 0,20485 mental mental_health health conditions recently pre particularly Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12295] Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,26453 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,21369 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,20602 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,21364 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,19943 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23939 feelings depression happy worry_anxiety periods financial makes 1 0,2464 panic difficult thoughts aspects sleep attacks concentrate 2 0,14702 back_normal find trip places fine find_worrying said 3 0,13499 masks becoming_ill area main becoming government partly 4 0,15177 past past_two_weeks past_two two weeks two_weeks worried_past 5 0,14121 past_weeks weeks past car got specific relationship 6 0,29774 weeks last two two_weeks last_two last_two_weeks worried_last 7 0,18173 constant constant_state state_worry constant_state_worry present furlough terrible 8 0,17938 couple couple_weeks last_couple situations last_couple_weeks drinking bothered 9 0,5999 worried worry covid work also time things 10 0,18142 calm period first though first_time rather came 11 0,46003 worried feel things just think everything anxious 12 0,14564 concern elderly increasing losing significant dying life_also 13 0,13121 course presentation sure well worried_course make_sure anxious_alot 14 0,23629 new starting bills university pay mostly pay_bills 15 0,16355 another uncertain becoming worried_usual company sometimes_feel crisis 16 0,18043 case important waiting risk state_worry write_aspects write 17 0,12548 son age enough old month eating next 18 0,15761 pain therefore week resulting viva colleagues phd 19 0,17192 mental mental_health health pre virus conditions positive Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13668] Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,18876 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,11519 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,09607 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,09466 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,10425 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20067 exercise graduated wake life_family realise getting_covid feelings_worry_anxiety 1 0,21511 thoughts attacks stay without causing panic_attacks aspects 2 0,1241 takes long_time hit trip holiday busy mortgage 3 0,11926 social ill becoming_ill distancing age government found 4 0,13647 past_two_weeks past_two two past two_weeks worried_past worried_past_two 5 0,12521 car garage summer distance debt kept broke 6 0,26594 weeks two_weeks last two last_two last_two_weeks worried_last 7 0,15995 four furlough constant_state_worry sense furlough_worried extreme lose 8 0,15564 couple couple_weeks last_couple last_couple_weeks situations full jobs 9 0,81575 worried worry things feel life covid time 10 0,15191 first_time first sister came gave talk use 11 0,50464 everything anything just care course make great 12 0,12785 university next optimistic significant potential coming sore 13 0,11856 across worried_lot probably presentation mental lonely various 14 0,19212 term starting long_term get factors short second 15 0,14344 terrified worried_money call done makes_feel people unfortunately 16 0,15124 state_worry important depressed aspects case seem write_aspects 17 0,10956 son age old enough since eat lose 18 0,13611 pain although therefore viva harder loved also_worrying 19 0,1479 mental mental_health office conditions health pre working Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15847] Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -11,05093 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -11,03179 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -11,02279 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -11,03244 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -11,04366 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,1697 peace passed current_covid experienced bigger jobs centre 1 0,19071 thoughts aspects attacks panic_attacks causing sleep experience 2 0,11212 looking catching trip buying elderly new lack 3 0,10491 masks area social becoming_ill distancing partly town 4 0,12058 two_weeks past_two_weeks past_two past two worried_past worried_past_two 5 0,11292 car going_able broke tend causes years said 6 0,23173 last two two_weeks last_two last_two_weeks weeks worried_last 7 0,14682 furlough drinking drinking_much health_family worried_know furlough_worried bed 8 0,14129 couple couple_weeks last_couple last_couple_weeks due_covid lost overwhelming 9 1,06965 worried worry things feel covid life time 10 0,12347 longer came first_time less_worried sister running reaction 11 0,40282 im mother heart experiences person constant_state_worry care 12 0,11944 university significant optimistic potential periods_worry debts become 13 0,11031 miss seems fact overthinking members inducing tense 14 0,16316 term long_term long short factors sick worried_lot_recently 15 0,13146 business main sore ago fall self meet 16 0,13436 leave four write_aspects left tinnitus chronic aunt 17 0,09744 age son old eating years wrong go_wrong 18 0,12726 pain physical coming viva debt body moderately_worried 19 0,12829 virus vulnerable conditions unemployed pre_existing existing diabetes Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16809] Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -11,0186 Nov. 19, 2024 3:23:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -11,00141 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,99133 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,98244 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -11,00853 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15253 tend mind becoming love night fear concentrate_one 1 0,16733 aspects thoughts attacks panic_attacks aspects_life suffer causing 2 0,10197 get find holiday huge trip global believe 3 0,09835 ill continue masks becoming_ill distancing government social 4 0,11258 two past_two past_two_weeks two_weeks worried_past worried_past_two issues 5 0,10355 car ask broke ever case modest filter 6 0,20289 two two_weeks last_two last_two_weeks last weeks worried_last_two 7 0,13875 much drinking furlough month drinking_much worry_may status 8 0,13178 couple couple_weeks last_couple last_couple_weeks important lost pressure 9 1,28014 worried worry things weeks feel covid life 10 0,11187 came garage meant despite negative lot_time sister 11 0,29178 ever safe main worry_anxiety people_also really_worried support 12 0,11208 struggle forward university potential move impossible significant 13 0,10646 hoping seems strong focus online probably experiences 14 0,14486 term long_term short groups things_like long constantly_worry 15 0,12133 best im sore source throat debts dont 16 0,12432 feeling_anxious case waiting son closer nights gone 17 0,0884 age son old wrong years arrangements eating 18 0,11685 pain viva economic work week thoughts coming 19 0,11835 example virus vulnerable asthma pre conditions pre_existing Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17157] Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,97212 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,96558 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,93948 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,94195 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,96576 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,136 daughter loved_ones debt related_worries surge eat minor 1 0,15638 aspects attacks panic_attacks panic aspects_life severe write_aspects 2 0,09928 scenarios future_worry lot_less trip takes short happen 3 0,09644 social government masks town becoming_ill area distancing 4 0,10958 two_weeks worried_past_two past_two results past_two_weeks bed issues 5 0,09782 car said leaving pay panic_attack broke appointment 6 0,16747 two_weeks two last_two last_two_weeks last weeks worried_last_two 7 0,13018 increasing restrictions furlough contract family_members began helps 8 0,1251 couple couple_weeks last_couple last_couple_weeks lost worried_due parent 9 1,42372 worried worry things feel weeks covid time 10 0,09921 first period sister came first_time months reaction 11 0,22789 works family_friends contact open hands hard_concentrate ongoing 12 0,10939 struggle university potential forward periods_worry changes student 13 0,10175 get_bed family_members seems stable presentation started number 14 0,12673 term long_term short related worried_lot symptoms debt 15 0,12025 im reasons ability dont continue currently sore 16 0,11881 unknown e lonely escape tinnitus g e_g 17 0,08421 age son years holiday old eating car 18 0,11185 pain last_week pass chronic viva office amount 19 0,11332 example virus cant pre conditions looking_job vulnerable Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17646] Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,96028 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,92506 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,94388 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,94903 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,94405 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13018 big kept course tend_worry generally_worried go_wrong make_sure 1 0,14186 aspects attacks panic_attacks important aspects_life really_worried personal 2 0,09638 think lot_less whilst trip dangerous improvement takes 3 0,0921 ill social becoming_ill social_distancing partly poor worried_catching 4 0,10321 results country issues exams think_country_going going_backwards country_going_backwards 5 0,09246 car chest weather broke gets comfortable none 6 0,15838 two last_two last_two_weeks two_weeks last worried_last_two weeks 7 0,12137 losing losing_job concerned furlough decision become increasing 8 0,12261 couple couple_weeks last_couple last_couple_weeks bad convinced positive_want 9 1,51101 worried worry things weeks feel life covid 10 0,09371 done came first_time first sister public_transport worried_covid 11 0,19171 financial state_worry status many_things naturally feelings_worry constant_state_worry 12 0,10746 university september arrangements struggle significant lot_worry periods_worry 13 0,09897 experiences health_also answers impact_covid get_bed across various 14 0,12032 term long_term short control_things enough contact since 15 0,11242 now im course dont need drinking_much sore 16 0,11609 moments drinking still e tinnitus time pre_existing_health 17 0,07837 son age old enough support eating holiday 18 0,11355 pain viva experienced pass course negative relax 19 0,10986 conditions example pre pre_existing existing diabetes health Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18425] Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,94371 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,93226 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,93542 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,92386 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,90438 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12947 likely struggling faith worry_state inability stressed_worried follow 1 0,13463 aspects attacks important overwhelmed finding write disorder 2 0,09376 less sick plans makes_worry lot_less huge whilst 3 0,08961 catching worried_catching miss elderly becoming partly poor 4 0,09826 country exams live think_country_going think_country going_backwards country_going_backwards 5 0,09126 car ask broke various impossible ever_going least 6 0,14706 last_two_weeks last_two last two worried_last_two two_weeks weeks 7 0,11643 thoughts drinking furlough job_losses worried_something food began 8 0,12035 couple couple_weeks last_couple last_couple_weeks many_things rest parent 9 1,56483 worried worry weeks things feel covid life 10 0,08741 first came first_time relaxed away holiday sister 11 0,1689 bed huge entire worry_moment get_bed climate comfortable 12 0,10316 month significant yes_worried sore cancer see situation_covid 13 0,09812 answers god online mother irritable stomach seem 14 0,11534 term short long long_term social factors worried_lot_recently 15 0,11018 im help relationships overthink stable presentation okay 16 0,11474 case open status tinnitus switch feeling_way case_numbers 17 0,07736 age son old eating eat car wrong 18 0,1102 pain viva lost worried_lately scenarios leave harder 19 0,10807 virus conditions pre pre_existing existing diabetes arrangements Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18868] Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93145 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,89203 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90463 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,92581 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,91821 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12312 complete worried_work phd im heart high_risk whether 1 0,12964 aspects attacks aspects_life causing panic_attacks overthinking write_aspects 2 0,09085 office move worry_past worried_going_back lot_less back_university global 3 0,09142 government miss area partly poor masks town 4 0,09247 country results exams think_country_going think_country going_backwards exam 5 0,08917 car takes broke okay finally completely something 6 0,14171 last_two two last_two_weeks two_weeks last worried_last_two worried_last 7 0,11528 furlough helps drinking_much worried_catching furlough_worried began terrible 8 0,11945 couple_weeks couple last_couple full last_couple_weeks unemployed mental_health_feel 9 1,60039 worried worry weeks things feel covid life 10 0,08555 sister came playing time reaction shops first_time 11 0,14918 bed felt tomorrow chest feel_anxious get_bed forward 12 0,10195 potential month sore optimistic significant periods_worry worry_going 13 0,09665 overly years others facing person ill_health answers 14 0,10661 term short long_term dire family_member factors worried_lot_recently 15 0,106 dont drinking stop arrangements peoples mother increasing 16 0,1149 best forward passed due_current mortgage making family_finances 17 0,07529 son age eating old go_wrong nursery wrong 18 0,10633 pain viva just contract course stomach catching_coronavirus 19 0,10384 conditions asthma vulnerable pre pre_existing existing diabetes Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18892] Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,90501 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,90583 Nov. 19, 2024 3:23:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,9062 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,88312 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,90542 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11784 worried_people weeks_worry best nights relatives worried_life worry_also 1 0,12605 aspects attacks panic_attacks aspects_life corona_virus write worried_aspects 2 0,08896 lot_less feel_lot global even_though drop made_feel weeks_pandemic 3 0,08825 catching becoming social miss town social_distancing age 4 0,09352 results issues exams country reasons comes think_country_going 5 0,08949 car viva garage tend broke summer holiday 6 0,14459 last_two two_weeks last_two_weeks two weeks last worried_last_two 7 0,11359 furlough concern_worry political worrying_lot worried_know remember_job furlough_worried_know 8 0,11443 couple couple_weeks last_couple last_couple_weeks full attacks works 9 1,61982 worried worry things weeks feel covid life 10 0,0829 covid_situation months went sister came reaction away 11 0,13687 bed get_bed constant_state much_worse shop stayed stay_bed 12 0,10298 unable office daily sore impact_covid significant busy 13 0,09304 rather answers near something health_grounds grounds gets_worse 14 0,10469 term long_term short long safety arrangements ongoing_pandemic 15 0,10596 increasing dont feelings_worry outside ive feeling_way numbers 16 0,11432 every_time best worried_usual small_things one_day tinnitus concerning 17 0,0738 son age old good_enough therapy case nursery 18 0,10441 pain important use losing_job level toilet feel_better 19 0,10322 example virus pre conditions vulnerable pre_existing existing Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19107] Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89543 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,8984 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,89591 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,88646 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,88275 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11293 viva pain meant continue go_wrong cat underlying 1 0,12359 aspects corona corona_virus strong write write_aspects pass 2 0,08658 less_worried period lot_less application meant since_beginning nerves 3 0,08147 government miss masks area worried_catching becoming_ill distancing 4 0,09113 country exams issues reasons think_country_going think_country going_backwards 5 0,08187 car garage said broke asking distance_away order 6 0,14106 last_two last_two_weeks two two_weeks worried_last worried_last_two two_weeks_felt 7 0,1112 unknown month furlough complete happening began transport 8 0,11859 couple couple_weeks last_couple last_couple_weeks nervous_anxious full lots 9 1,6281 worried worry weeks things feel last life 10 0,08334 months came depressed trouble covid_situation colleagues effect 11 0,1296 bed entire get_bed wake health_grounds terrible retire 12 0,10052 office workload sore periods_worry concern drinking debts 13 0,09331 financial_situation experiences rather covid find_difficult young_family stop_thinking 14 0,10334 term long_term short long situation mentally trip 15 0,10199 im day_day dont fact stops definitely_worried try_think 16 0,11133 avoid generally tinnitus anything_last gets_worse feel_though work_due 17 0,07349 son age old enough good_enough tell therapy 18 0,10831 pain course increased well_worry point chronic catching_coronavirus 19 0,1065 looking conditions virus looking_job pre pre_existing existing Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19178] Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,87858 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,87911 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,88262 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88473 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87324 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11055 pain viva furlough plans put four_months come 1 0,12159 aspects write_aspects healthy self managed meaningful anxiety_inducing 2 0,08246 less_worried spend lot_less meant loan office else 3 0,07778 age ill miss visiting becoming_ill distancing government 4 0,08873 reasons results country think_country_going think_country going_backwards country_going_backwards 5 0,08342 car want back_work garage ask broke distance 6 0,13617 last_two last_two_weeks two two_weeks worried_last worried_last_two last 7 0,10886 made redundant made_redundant sore ago open pay_bills 8 0,11789 couple couple_weeks last_couple_weeks part last_couple struggle drinking_much 9 1,63178 worried worry things weeks feel covid life 10 0,08475 sister caused talk along stopped race area 11 0,12074 tomorrow bed self part first_time worried_just personal_life 12 0,09981 office coming periods restrictions planning source many_people 13 0,0971 career experiences place gone grow actually good_mental_health 14 0,10018 term long_term short political number long dire 15 0,10185 im thinking dont groups stressful organisation meeting 16 0,11203 regarding various avoid climate worried_various tinnitus death 17 0,07379 son age old car enough worry_good_enough worry_good 18 0,10899 pain debts weather going helps hits passes 19 0,10411 conditions starting pre asthma university optimistic remain Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19522] Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,90076 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,88447 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,8797 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90767 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,87774 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11142 feelings furlough overwhelmed change plans furlough_worried seems_like 1 0,11996 aspects friend various write_aspects lived meaningful write 2 0,08353 mental_health_feel health_feel period came garden bout drop 3 0,0779 catching miss age ill worried_catching distancing government 4 0,08749 exams issues results country lately reasons help 5 0,08351 car chest broke gets useless without worse 6 0,13332 last_two last_two_weeks two_weeks two last worried_last worried_last_two 7 0,10878 important drinking constant_state redundancy month routine sense 8 0,11394 couple couple_weeks last_couple last_couple_weeks self matter lot_things 9 1,63497 worried worry weeks things feel life covid 10 0,08628 calm first_time never shops reaction spent social 11 0,11991 worry_things severe extent future_going believe symptoms complete 12 0,1003 masks coming wearing_masks things_life lives things_control office 13 0,09578 complete experiences ones stopped starting starting_new gone 14 0,095 term short long_term political dire worried_lot_recently lot_recently 15 0,10069 dont im every_time stop_thinking peoples presentation love 16 0,1111 case able_find increasing worried_things e tinnitus g 17 0,07313 son age eating old eat nursery tell 18 0,1071 pain viva sore cancer hot feelings_worry throat 19 0,10325 virus conditions vulnerable pre asthma pre_existing infected Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19288] Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,87742 Nov. 19, 2024 3:23:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" Directory already exists. [1] "The test object of GAD7tot was saved in: ./results/seed_42/test_linear_regression_GAD7tot.rds" Generate popout topics based on max absolute "mean" as the scatter legend. Generating scatter plot based on specified popout criteria. Valid categories: 4 5 Processing category: 4 Processing category: 5 [1] "The grid plot legends are saved in the save_dir." Generate popout topics based on max absolute "mean" as the scatter legend. Generating scatter plot based on specified popout criteria. Valid categories: 4 5 Processing category: 4 Processing category: 5 [1] "The grid plot legends are saved in the save_dir." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 489 Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 37155 Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,14125 Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,99101 Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,9064 Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,87583 Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things time worrying people go life like 1 0,25 feel anxiety things often panic thoughts sleep 2 0,25 worried also current situation pandemic everything place 3 0,25 worry family health covid years ill constant 4 0,25 past past_two_weeks past_two issues going two two_weeks 5 0,25 able usually trying something well although past 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get one always find bit 8 0,25 work felt weeks feeling last worries general 9 0,25 worried due lot feel time family covid 10 0,25 day even time makes every house really 11 0,25 worried much think worry just anything anxious 12 0,25 life now worrying children positive taking home 13 0,25 though see hard home night work found 14 0,25 worry going back job now starting long 15 0,25 worried life covid future want go good 16 0,25 worried yes state job yes_worried extremely always 17 0,25 day make week son enough end everything 18 0,25 anxiety get going feelings really depression bad 19 0,25 health covid worried anxious people mental getting Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,85937 Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,82834 Nov. 19, 2024 3:23:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,82846 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,8105 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,80188 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 time things people feel like life worry 1 0,25 anxiety feel worry things panic thoughts day 2 0,25 worried also current things situation pandemic place 3 0,25 worry covid family health fear ill also_worried 4 0,25 past weeks worried two past_two_weeks past_two two_weeks 5 0,25 generally usually car bit less lockdown although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get family find always lately 8 0,25 work felt worries quite week feeling last 9 0,25 worried covid family made also due time 10 0,25 even really every day months makes help 11 0,25 worried worry much think lot anything just 12 0,25 life things children try worrying positive normal 13 0,25 though see away hard never night felt 14 0,25 worry going back job long new ever 15 0,25 worried go job good want life pay 16 0,25 worried yes state yes_worried job impact extremely 17 0,25 make enough making day son end just 18 0,25 get worried anxiety feelings going many moment 19 0,25 health due anxious mental virus worried world Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,79027 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,79259 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,77169 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,76756 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,75915 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry time like feel worrying control 1 0,25 anxiety life general panic feel sleep mind 2 0,25 also pandemic current things place situation university 3 0,25 worry family people health fear ill covid 4 0,25 past weeks worried past_two_weeks past_two worrying going 5 0,25 generally little bit usually car spend although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future one always worrying lack sometimes 8 0,25 work worries felt feel feeling time quite 9 0,25 worried family covid due made home recently 10 0,25 time day people even every really makes 11 0,25 worried just think know anything really everything 12 0,25 children try life positive normal take worry 13 0,25 see though hard much thinking away found 14 0,25 worry going job back long whether new 15 0,25 worried life good want days go pay 16 0,25 yes worried state yes_worried job situation extremely 17 0,25 like enough make son end even partner 18 0,25 get going worried anxiety feelings bad week 19 0,25 anxious worried health now mental due virus Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,75849 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,74129 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,7609 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,75042 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,75876 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry feel like time life something 1 0,25 anxiety feel life day panic thoughts sleep 2 0,25 current also situation place find pandemic friends 3 0,25 worry people covid fear ill years social 4 0,25 past past_two_weeks past_two happen weeks going worried 5 0,25 little generally bit past past_weeks usually car 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future always one lack concern sometimes 8 0,25 work worries felt feeling quite time felt_worried 9 0,25 worried family covid due made health home 10 0,25 time even day people every away really 11 0,25 worried think really lot much able everything 12 0,25 children positive normal husband depression take keep 13 0,25 hard felt thinking much though night stop 14 0,25 worry going job back new make now 15 0,25 worried life good want days happy pay 16 0,25 worried yes job state yes_worried extremely next 17 0,25 worried like just know enough getting son 18 0,25 anxiety get week feelings going moment worse 19 0,25 worried anxious virus health covid mental world Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,76353 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,74703 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,76353 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,75921 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,75844 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 worry things like life much worrying feel 1 0,25 anxiety feel day mind often thoughts sleep 2 0,25 current also place friends find pandemic situation 3 0,25 people covid years fear ill main virus 4 0,25 past past_two_weeks past_two worried weeks two less 5 0,25 past past_weeks little worrying generally bit usually 6 0,25 weeks last two worried two_weeks last_two last_two_weeks 7 0,25 worry future health concern worries sometimes money 8 0,25 work feeling worries felt quite concerned felt_worried 9 0,25 worried covid family due also made home 10 0,25 time every people day away like even 11 0,25 worried think able lot everything anything things 12 0,25 children one positive normal husband good try 13 0,25 hard though thinking night find found stop 14 0,25 worry going job back new school constantly 15 0,25 worried life back happy want pay way 16 0,25 worried yes job state yes_worried extremely impact 17 0,25 worried just know enough son age getting 18 0,25 get anxiety feelings week worse ever many 19 0,25 worried anxious health now virus mental feel Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07358] Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,32902 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,43083 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,40669 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,39443 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,38727 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,2755 things life feel like anxiety always control 1 0,26487 anxious feel thoughts feeling panic anxiety often 2 0,25006 also place well current find friends partner 3 0,2224 people social worry ill area becoming virus 4 0,22184 past past_two_weeks past_two worried two_weeks going worried_past 5 0,23554 get past_weeks past car now go days 6 0,25397 weeks last worried two two_weeks last_two last_two_weeks 7 0,25842 worry constant finances future worry_future one daily 8 0,25907 work worries feeling time felt couple concern 9 0,29925 worried covid family due situation health also 10 0,2446 time day every people see house really 11 0,28238 worried think lot worry worrying everything just 12 0,23014 children husband kids trying positive father help 13 0,23899 though around thought stop next stressed pandemic 14 0,26624 worry going job back yes work money 15 0,26294 life way get want security good lead 16 0,27447 worried state family coronavirus yes_worried concerned economy 17 0,22753 just son enough age worried like good 18 0,25184 anxiety week virus feelings making ever people 19 0,25973 worried feel health anxious mental_health covid virus Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09756] Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,38735 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,37397 Nov. 19, 2024 3:23:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,36697 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,33803 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,36286 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,27776 worry things life always control like days 1 0,26826 feel anxiety feeling often thoughts anxious sleep 2 0,21589 find current struggle many current_situation busy events 3 0,18929 social ill becoming area worried_covid becoming_ill catching 4 0,195 past past_two_weeks past_two two two_weeks worried weeks 5 0,20095 past_weeks past weeks car now time garage 6 0,27397 weeks last worried two two_weeks last_two last_two_weeks 7 0,24278 worry people state lack constant worry_future general 8 0,24157 day worries work time couple feelings concern 9 0,3334 worried worry covid also family work due 10 0,2216 time day people away see house get 11 0,29795 worried things worry think just future going 12 0,1991 good never usually happy husband reasons depression 13 0,19464 worst aspect across stable presentation thought came 14 0,28218 job going able back go new may 15 0,24607 life spend days income way possible seems 16 0,26745 worried state case aspects left move waiting 17 0,1951 age son week old eating enough support 18 0,22594 pain stressful decisions corona worrying coming corona_virus 19 0,23561 health mental mental_health example world positive virus Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,1104] Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,3496 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,28992 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,28082 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,28455 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,27182 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,26958 anxiety depression feelings happy many things normal 1 0,26668 thoughts panic anxiety sleep difficult often mind 2 0,17639 find seem trip debts someone find_worrying worries_also 3 0,15594 becoming masks becoming_ill area worried_covid ill partly 4 0,17507 past past_two_weeks past_two two_weeks weeks two worried_past 5 0,17354 past_weeks past weeks car issues weeks_worry ever 6 0,30664 last weeks two two_weeks last_two last_two_weeks worried 7 0,21325 state constant concerned however state_worry constant_state daily 8 0,20877 worries couple issues friends still couple_weeks overwhelmed 9 0,42559 worried worry covid work also family job 10 0,20614 time day see every even people away 11 0,35758 worried things worry life feel like think 12 0,16798 career instead never best seem wife tend_worry 13 0,15665 problem across get_back various source probably experiences 14 0,2816 pay bills university job starting able others 15 0,20162 keep illness within hit anyone anyway future_happen 16 0,22167 always aspects depressed waiting important think_much events 17 0,1558 son age old enough month eating doctors 18 0,18609 pain left office worrying coming viva okay 19 0,20485 mental mental_health health conditions recently pre particularly Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12295] Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,26453 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,21369 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,20602 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,21364 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,19943 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23939 feelings depression happy worry_anxiety periods financial makes 1 0,2464 panic difficult thoughts aspects sleep attacks concentrate 2 0,14702 back_normal find trip places fine find_worrying said 3 0,13499 masks becoming_ill area main becoming government partly 4 0,15177 past past_two_weeks past_two two weeks two_weeks worried_past 5 0,14121 past_weeks weeks past car got specific relationship 6 0,29774 weeks last two two_weeks last_two last_two_weeks worried_last 7 0,18173 constant constant_state state_worry constant_state_worry present furlough terrible 8 0,17938 couple couple_weeks last_couple situations last_couple_weeks drinking bothered 9 0,5999 worried worry covid work also time things 10 0,18142 calm period first though first_time rather came 11 0,46003 worried feel things just think everything anxious 12 0,14564 concern elderly increasing losing significant dying life_also 13 0,13121 course presentation sure well worried_course make_sure anxious_alot 14 0,23629 new starting bills university pay mostly pay_bills 15 0,16355 another uncertain becoming worried_usual company sometimes_feel crisis 16 0,18043 case important waiting risk state_worry write_aspects write 17 0,12548 son age enough old month eating next 18 0,15761 pain therefore week resulting viva colleagues phd 19 0,17192 mental mental_health health pre virus conditions positive Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13668] Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,18876 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,11519 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,09607 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,09466 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,10425 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20067 exercise graduated wake life_family realise getting_covid feelings_worry_anxiety 1 0,21511 thoughts attacks stay without causing panic_attacks aspects 2 0,1241 takes long_time hit trip holiday busy mortgage 3 0,11926 social ill becoming_ill distancing age government found 4 0,13647 past_two_weeks past_two two past two_weeks worried_past worried_past_two 5 0,12521 car garage summer distance debt kept broke 6 0,26594 weeks two_weeks last two last_two last_two_weeks worried_last 7 0,15995 four furlough constant_state_worry sense furlough_worried extreme lose 8 0,15564 couple couple_weeks last_couple last_couple_weeks situations full jobs 9 0,81575 worried worry things feel life covid time 10 0,15191 first_time first sister came gave talk use 11 0,50464 everything anything just care course make great 12 0,12785 university next optimistic significant potential coming sore 13 0,11856 across worried_lot probably presentation mental lonely various 14 0,19212 term starting long_term get factors short second 15 0,14344 terrified worried_money call done makes_feel people unfortunately 16 0,15124 state_worry important depressed aspects case seem write_aspects 17 0,10956 son age old enough since eat lose 18 0,13611 pain although therefore viva harder loved also_worrying 19 0,1479 mental mental_health office conditions health pre working Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15847] Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -11,05093 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -11,03179 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -11,02279 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -11,03244 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -11,04366 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,1697 peace passed current_covid experienced bigger jobs centre 1 0,19071 thoughts aspects attacks panic_attacks causing sleep experience 2 0,11212 looking catching trip buying elderly new lack 3 0,10491 masks area social becoming_ill distancing partly town 4 0,12058 two_weeks past_two_weeks past_two past two worried_past worried_past_two 5 0,11292 car going_able broke tend causes years said 6 0,23173 last two two_weeks last_two last_two_weeks weeks worried_last 7 0,14682 furlough drinking drinking_much health_family worried_know furlough_worried bed 8 0,14129 couple couple_weeks last_couple last_couple_weeks due_covid lost overwhelming 9 1,06965 worried worry things feel covid life time 10 0,12347 longer came first_time less_worried sister running reaction 11 0,40282 im mother heart experiences person constant_state_worry care 12 0,11944 university significant optimistic potential periods_worry debts become 13 0,11031 miss seems fact overthinking members inducing tense 14 0,16316 term long_term long short factors sick worried_lot_recently 15 0,13146 business main sore ago fall self meet 16 0,13436 leave four write_aspects left tinnitus chronic aunt 17 0,09744 age son old eating years wrong go_wrong 18 0,12726 pain physical coming viva debt body moderately_worried 19 0,12829 virus vulnerable conditions unemployed pre_existing existing diabetes Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16809] Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -11,0186 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -11,00141 Nov. 19, 2024 3:24:00 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,99133 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,98244 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -11,00853 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15253 tend mind becoming love night fear concentrate_one 1 0,16733 aspects thoughts attacks panic_attacks aspects_life suffer causing 2 0,10197 get find holiday huge trip global believe 3 0,09835 ill continue masks becoming_ill distancing government social 4 0,11258 two past_two past_two_weeks two_weeks worried_past worried_past_two issues 5 0,10355 car ask broke ever case modest filter 6 0,20289 two two_weeks last_two last_two_weeks last weeks worried_last_two 7 0,13875 much drinking furlough month drinking_much worry_may status 8 0,13178 couple couple_weeks last_couple last_couple_weeks important lost pressure 9 1,28014 worried worry things weeks feel covid life 10 0,11187 came garage meant despite negative lot_time sister 11 0,29178 ever safe main worry_anxiety people_also really_worried support 12 0,11208 struggle forward university potential move impossible significant 13 0,10646 hoping seems strong focus online probably experiences 14 0,14486 term long_term short groups things_like long constantly_worry 15 0,12133 best im sore source throat debts dont 16 0,12432 feeling_anxious case waiting son closer nights gone 17 0,0884 age son old wrong years arrangements eating 18 0,11685 pain viva economic work week thoughts coming 19 0,11835 example virus vulnerable asthma pre conditions pre_existing Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17157] Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,97212 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,96558 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,93948 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,94195 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,96576 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,136 daughter loved_ones debt related_worries surge eat minor 1 0,15638 aspects attacks panic_attacks panic aspects_life severe write_aspects 2 0,09928 scenarios future_worry lot_less trip takes short happen 3 0,09644 social government masks town becoming_ill area distancing 4 0,10958 two_weeks worried_past_two past_two results past_two_weeks bed issues 5 0,09782 car said leaving pay panic_attack broke appointment 6 0,16747 two_weeks two last_two last_two_weeks last weeks worried_last_two 7 0,13018 increasing restrictions furlough contract family_members began helps 8 0,1251 couple couple_weeks last_couple last_couple_weeks lost worried_due parent 9 1,42372 worried worry things feel weeks covid time 10 0,09921 first period sister came first_time months reaction 11 0,22789 works family_friends contact open hands hard_concentrate ongoing 12 0,10939 struggle university potential forward periods_worry changes student 13 0,10175 get_bed family_members seems stable presentation started number 14 0,12673 term long_term short related worried_lot symptoms debt 15 0,12025 im reasons ability dont continue currently sore 16 0,11881 unknown e lonely escape tinnitus g e_g 17 0,08421 age son years holiday old eating car 18 0,11185 pain last_week pass chronic viva office amount 19 0,11332 example virus cant pre conditions looking_job vulnerable Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17646] Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,96028 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,92506 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,94388 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,94903 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,94405 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13018 big kept course tend_worry generally_worried go_wrong make_sure 1 0,14186 aspects attacks panic_attacks important aspects_life really_worried personal 2 0,09638 think lot_less whilst trip dangerous improvement takes 3 0,0921 ill social becoming_ill social_distancing partly poor worried_catching 4 0,10321 results country issues exams think_country_going going_backwards country_going_backwards 5 0,09246 car chest weather broke gets comfortable none 6 0,15838 two last_two last_two_weeks two_weeks last worried_last_two weeks 7 0,12137 losing losing_job concerned furlough decision become increasing 8 0,12261 couple couple_weeks last_couple last_couple_weeks bad convinced positive_want 9 1,51101 worried worry things weeks feel life covid 10 0,09371 done came first_time first sister public_transport worried_covid 11 0,19171 financial state_worry status many_things naturally feelings_worry constant_state_worry 12 0,10746 university september arrangements struggle significant lot_worry periods_worry 13 0,09897 experiences health_also answers impact_covid get_bed across various 14 0,12032 term long_term short control_things enough contact since 15 0,11242 now im course dont need drinking_much sore 16 0,11609 moments drinking still e tinnitus time pre_existing_health 17 0,07837 son age old enough support eating holiday 18 0,11355 pain viva experienced pass course negative relax 19 0,10986 conditions example pre pre_existing existing diabetes health Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18425] Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,94371 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,93226 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,93542 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,92386 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,90438 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12947 likely struggling faith worry_state inability stressed_worried follow 1 0,13463 aspects attacks important overwhelmed finding write disorder 2 0,09376 less sick plans makes_worry lot_less huge whilst 3 0,08961 catching worried_catching miss elderly becoming partly poor 4 0,09826 country exams live think_country_going think_country going_backwards country_going_backwards 5 0,09126 car ask broke various impossible ever_going least 6 0,14706 last_two_weeks last_two last two worried_last_two two_weeks weeks 7 0,11643 thoughts drinking furlough job_losses worried_something food began 8 0,12035 couple couple_weeks last_couple last_couple_weeks many_things rest parent 9 1,56483 worried worry weeks things feel covid life 10 0,08741 first came first_time relaxed away holiday sister 11 0,1689 bed huge entire worry_moment get_bed climate comfortable 12 0,10316 month significant yes_worried sore cancer see situation_covid 13 0,09812 answers god online mother irritable stomach seem 14 0,11534 term short long long_term social factors worried_lot_recently 15 0,11018 im help relationships overthink stable presentation okay 16 0,11474 case open status tinnitus switch feeling_way case_numbers 17 0,07736 age son old eating eat car wrong 18 0,1102 pain viva lost worried_lately scenarios leave harder 19 0,10807 virus conditions pre pre_existing existing diabetes arrangements Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18868] Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93145 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,89203 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90463 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,92581 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,91821 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12312 complete worried_work phd im heart high_risk whether 1 0,12964 aspects attacks aspects_life causing panic_attacks overthinking write_aspects 2 0,09085 office move worry_past worried_going_back lot_less back_university global 3 0,09142 government miss area partly poor masks town 4 0,09247 country results exams think_country_going think_country going_backwards exam 5 0,08917 car takes broke okay finally completely something 6 0,14171 last_two two last_two_weeks two_weeks last worried_last_two worried_last 7 0,11528 furlough helps drinking_much worried_catching furlough_worried began terrible 8 0,11945 couple_weeks couple last_couple full last_couple_weeks unemployed mental_health_feel 9 1,60039 worried worry weeks things feel covid life 10 0,08555 sister came playing time reaction shops first_time 11 0,14918 bed felt tomorrow chest feel_anxious get_bed forward 12 0,10195 potential month sore optimistic significant periods_worry worry_going 13 0,09665 overly years others facing person ill_health answers 14 0,10661 term short long_term dire family_member factors worried_lot_recently 15 0,106 dont drinking stop arrangements peoples mother increasing 16 0,1149 best forward passed due_current mortgage making family_finances 17 0,07529 son age eating old go_wrong nursery wrong 18 0,10633 pain viva just contract course stomach catching_coronavirus 19 0,10384 conditions asthma vulnerable pre pre_existing existing diabetes Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18892] Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,90501 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,90583 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,9062 Nov. 19, 2024 3:24:01 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,88312 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,90542 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11784 worried_people weeks_worry best nights relatives worried_life worry_also 1 0,12605 aspects attacks panic_attacks aspects_life corona_virus write worried_aspects 2 0,08896 lot_less feel_lot global even_though drop made_feel weeks_pandemic 3 0,08825 catching becoming social miss town social_distancing age 4 0,09352 results issues exams country reasons comes think_country_going 5 0,08949 car viva garage tend broke summer holiday 6 0,14459 last_two two_weeks last_two_weeks two weeks last worried_last_two 7 0,11359 furlough concern_worry political worrying_lot worried_know remember_job furlough_worried_know 8 0,11443 couple couple_weeks last_couple last_couple_weeks full attacks works 9 1,61982 worried worry things weeks feel covid life 10 0,0829 covid_situation months went sister came reaction away 11 0,13687 bed get_bed constant_state much_worse shop stayed stay_bed 12 0,10298 unable office daily sore impact_covid significant busy 13 0,09304 rather answers near something health_grounds grounds gets_worse 14 0,10469 term long_term short long safety arrangements ongoing_pandemic 15 0,10596 increasing dont feelings_worry outside ive feeling_way numbers 16 0,11432 every_time best worried_usual small_things one_day tinnitus concerning 17 0,0738 son age old good_enough therapy case nursery 18 0,10441 pain important use losing_job level toilet feel_better 19 0,10322 example virus pre conditions vulnerable pre_existing existing Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19107] Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89543 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,8984 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,89591 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,88646 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,88275 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11293 viva pain meant continue go_wrong cat underlying 1 0,12359 aspects corona corona_virus strong write write_aspects pass 2 0,08658 less_worried period lot_less application meant since_beginning nerves 3 0,08147 government miss masks area worried_catching becoming_ill distancing 4 0,09113 country exams issues reasons think_country_going think_country going_backwards 5 0,08187 car garage said broke asking distance_away order 6 0,14106 last_two last_two_weeks two two_weeks worried_last worried_last_two two_weeks_felt 7 0,1112 unknown month furlough complete happening began transport 8 0,11859 couple couple_weeks last_couple last_couple_weeks nervous_anxious full lots 9 1,6281 worried worry weeks things feel last life 10 0,08334 months came depressed trouble covid_situation colleagues effect 11 0,1296 bed entire get_bed wake health_grounds terrible retire 12 0,10052 office workload sore periods_worry concern drinking debts 13 0,09331 financial_situation experiences rather covid find_difficult young_family stop_thinking 14 0,10334 term long_term short long situation mentally trip 15 0,10199 im day_day dont fact stops definitely_worried try_think 16 0,11133 avoid generally tinnitus anything_last gets_worse feel_though work_due 17 0,07349 son age old enough good_enough tell therapy 18 0,10831 pain course increased well_worry point chronic catching_coronavirus 19 0,1065 looking conditions virus looking_job pre pre_existing existing Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19178] Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,87858 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,87911 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,88262 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88473 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87324 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11055 pain viva furlough plans put four_months come 1 0,12159 aspects write_aspects healthy self managed meaningful anxiety_inducing 2 0,08246 less_worried spend lot_less meant loan office else 3 0,07778 age ill miss visiting becoming_ill distancing government 4 0,08873 reasons results country think_country_going think_country going_backwards country_going_backwards 5 0,08342 car want back_work garage ask broke distance 6 0,13617 last_two last_two_weeks two two_weeks worried_last worried_last_two last 7 0,10886 made redundant made_redundant sore ago open pay_bills 8 0,11789 couple couple_weeks last_couple_weeks part last_couple struggle drinking_much 9 1,63178 worried worry things weeks feel covid life 10 0,08475 sister caused talk along stopped race area 11 0,12074 tomorrow bed self part first_time worried_just personal_life 12 0,09981 office coming periods restrictions planning source many_people 13 0,0971 career experiences place gone grow actually good_mental_health 14 0,10018 term long_term short political number long dire 15 0,10185 im thinking dont groups stressful organisation meeting 16 0,11203 regarding various avoid climate worried_various tinnitus death 17 0,07379 son age old car enough worry_good_enough worry_good 18 0,10899 pain debts weather going helps hits passes 19 0,10411 conditions starting pre asthma university optimistic remain Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19522] Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,90076 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,88447 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,8797 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90767 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,87774 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11142 feelings furlough overwhelmed change plans furlough_worried seems_like 1 0,11996 aspects friend various write_aspects lived meaningful write 2 0,08353 mental_health_feel health_feel period came garden bout drop 3 0,0779 catching miss age ill worried_catching distancing government 4 0,08749 exams issues results country lately reasons help 5 0,08351 car chest broke gets useless without worse 6 0,13332 last_two last_two_weeks two_weeks two last worried_last worried_last_two 7 0,10878 important drinking constant_state redundancy month routine sense 8 0,11394 couple couple_weeks last_couple last_couple_weeks self matter lot_things 9 1,63497 worried worry weeks things feel life covid 10 0,08628 calm first_time never shops reaction spent social 11 0,11991 worry_things severe extent future_going believe symptoms complete 12 0,1003 masks coming wearing_masks things_life lives things_control office 13 0,09578 complete experiences ones stopped starting starting_new gone 14 0,095 term short long_term political dire worried_lot_recently lot_recently 15 0,10069 dont im every_time stop_thinking peoples presentation love 16 0,1111 case able_find increasing worried_things e tinnitus g 17 0,07313 son age eating old eat nursery tell 18 0,1071 pain viva sore cancer hot feelings_worry throat 19 0,10325 virus conditions vulnerable pre asthma pre_existing infected Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19288] Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,87742 Nov. 19, 2024 3:24:02 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" Directory already exists. [1] "The test object of GAD7tot was saved in: ./results/seed_42/test_linear_regression_GAD7tot.rds" Generate popout topics based on max absolute "mean" as the scatter legend. Generating scatter plot based on specified popout criteria. Valid categories: 4 5 Processing category: 4 Processing category: 5 [1] "The grid plot legends are saved in the save_dir." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 489 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 37155 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,14125 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,99101 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,9064 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,87583 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things time worrying people go life like 1 0,25 feel anxiety things often panic thoughts sleep 2 0,25 worried also current situation pandemic everything place 3 0,25 worry family health covid years ill constant 4 0,25 past past_two_weeks past_two issues going two two_weeks 5 0,25 able usually trying something well although past 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get one always find bit 8 0,25 work felt weeks feeling last worries general 9 0,25 worried due lot feel time family covid 10 0,25 day even time makes every house really 11 0,25 worried much think worry just anything anxious 12 0,25 life now worrying children positive taking home 13 0,25 though see hard home night work found 14 0,25 worry going back job now starting long 15 0,25 worried life covid future want go good 16 0,25 worried yes state job yes_worried extremely always 17 0,25 day make week son enough end everything 18 0,25 anxiety get going feelings really depression bad 19 0,25 health covid worried anxious people mental getting Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,85937 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,82834 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,82846 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,8105 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,80188 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 time things people feel like life worry 1 0,25 anxiety feel worry things panic thoughts day 2 0,25 worried also current things situation pandemic place 3 0,25 worry covid family health fear ill also_worried 4 0,25 past weeks worried two past_two_weeks past_two two_weeks 5 0,25 generally usually car bit less lockdown although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get family find always lately 8 0,25 work felt worries quite week feeling last 9 0,25 worried covid family made also due time 10 0,25 even really every day months makes help 11 0,25 worried worry much think lot anything just 12 0,25 life things children try worrying positive normal 13 0,25 though see away hard never night felt 14 0,25 worry going back job long new ever 15 0,25 worried go job good want life pay 16 0,25 worried yes state yes_worried job impact extremely 17 0,25 make enough making day son end just 18 0,25 get worried anxiety feelings going many moment 19 0,25 health due anxious mental virus worried world Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,79027 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,79259 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,77169 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,76756 Nov. 19, 2024 3:24:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,75915 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry time like feel worrying control 1 0,25 anxiety life general panic feel sleep mind 2 0,25 also pandemic current things place situation university 3 0,25 worry family people health fear ill covid 4 0,25 past weeks worried past_two_weeks past_two worrying going 5 0,25 generally little bit usually car spend although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future one always worrying lack sometimes 8 0,25 work worries felt feel feeling time quite 9 0,25 worried family covid due made home recently 10 0,25 time day people even every really makes 11 0,25 worried just think know anything really everything 12 0,25 children try life positive normal take worry 13 0,25 see though hard much thinking away found 14 0,25 worry going job back long whether new 15 0,25 worried life good want days go pay 16 0,25 yes worried state yes_worried job situation extremely 17 0,25 like enough make son end even partner 18 0,25 get going worried anxiety feelings bad week 19 0,25 anxious worried health now mental due virus Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,75849 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,74129 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,7609 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,75042 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,75876 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry feel like time life something 1 0,25 anxiety feel life day panic thoughts sleep 2 0,25 current also situation place find pandemic friends 3 0,25 worry people covid fear ill years social 4 0,25 past past_two_weeks past_two happen weeks going worried 5 0,25 little generally bit past past_weeks usually car 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future always one lack concern sometimes 8 0,25 work worries felt feeling quite time felt_worried 9 0,25 worried family covid due made health home 10 0,25 time even day people every away really 11 0,25 worried think really lot much able everything 12 0,25 children positive normal husband depression take keep 13 0,25 hard felt thinking much though night stop 14 0,25 worry going job back new make now 15 0,25 worried life good want days happy pay 16 0,25 worried yes job state yes_worried extremely next 17 0,25 worried like just know enough getting son 18 0,25 anxiety get week feelings going moment worse 19 0,25 worried anxious virus health covid mental world Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,76353 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,74703 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,76353 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,75921 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,75844 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 worry things like life much worrying feel 1 0,25 anxiety feel day mind often thoughts sleep 2 0,25 current also place friends find pandemic situation 3 0,25 people covid years fear ill main virus 4 0,25 past past_two_weeks past_two worried weeks two less 5 0,25 past past_weeks little worrying generally bit usually 6 0,25 weeks last two worried two_weeks last_two last_two_weeks 7 0,25 worry future health concern worries sometimes money 8 0,25 work feeling worries felt quite concerned felt_worried 9 0,25 worried covid family due also made home 10 0,25 time every people day away like even 11 0,25 worried think able lot everything anything things 12 0,25 children one positive normal husband good try 13 0,25 hard though thinking night find found stop 14 0,25 worry going job back new school constantly 15 0,25 worried life back happy want pay way 16 0,25 worried yes job state yes_worried extremely impact 17 0,25 worried just know enough son age getting 18 0,25 get anxiety feelings week worse ever many 19 0,25 worried anxious health now virus mental feel Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07358] Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,32902 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,43083 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,40669 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,39443 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,38727 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,2755 things life feel like anxiety always control 1 0,26487 anxious feel thoughts feeling panic anxiety often 2 0,25006 also place well current find friends partner 3 0,2224 people social worry ill area becoming virus 4 0,22184 past past_two_weeks past_two worried two_weeks going worried_past 5 0,23554 get past_weeks past car now go days 6 0,25397 weeks last worried two two_weeks last_two last_two_weeks 7 0,25842 worry constant finances future worry_future one daily 8 0,25907 work worries feeling time felt couple concern 9 0,29925 worried covid family due situation health also 10 0,2446 time day every people see house really 11 0,28238 worried think lot worry worrying everything just 12 0,23014 children husband kids trying positive father help 13 0,23899 though around thought stop next stressed pandemic 14 0,26624 worry going job back yes work money 15 0,26294 life way get want security good lead 16 0,27447 worried state family coronavirus yes_worried concerned economy 17 0,22753 just son enough age worried like good 18 0,25184 anxiety week virus feelings making ever people 19 0,25973 worried feel health anxious mental_health covid virus Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09756] Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,38735 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,37397 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,36697 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,33803 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,36286 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,27776 worry things life always control like days 1 0,26826 feel anxiety feeling often thoughts anxious sleep 2 0,21589 find current struggle many current_situation busy events 3 0,18929 social ill becoming area worried_covid becoming_ill catching 4 0,195 past past_two_weeks past_two two two_weeks worried weeks 5 0,20095 past_weeks past weeks car now time garage 6 0,27397 weeks last worried two two_weeks last_two last_two_weeks 7 0,24278 worry people state lack constant worry_future general 8 0,24157 day worries work time couple feelings concern 9 0,3334 worried worry covid also family work due 10 0,2216 time day people away see house get 11 0,29795 worried things worry think just future going 12 0,1991 good never usually happy husband reasons depression 13 0,19464 worst aspect across stable presentation thought came 14 0,28218 job going able back go new may 15 0,24607 life spend days income way possible seems 16 0,26745 worried state case aspects left move waiting 17 0,1951 age son week old eating enough support 18 0,22594 pain stressful decisions corona worrying coming corona_virus 19 0,23561 health mental mental_health example world positive virus Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,1104] Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,3496 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,28992 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,28082 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,28455 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,27182 Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,26958 anxiety depression feelings happy many things normal 1 0,26668 thoughts panic anxiety sleep difficult often mind 2 0,17639 find seem trip debts someone find_worrying worries_also 3 0,15594 becoming masks becoming_ill area worried_covid ill partly 4 0,17507 past past_two_weeks past_two two_weeks weeks two worried_past 5 0,17354 past_weeks past weeks car issues weeks_worry ever 6 0,30664 last weeks two two_weeks last_two last_two_weeks worried 7 0,21325 state constant concerned however state_worry constant_state daily 8 0,20877 worries couple issues friends still couple_weeks overwhelmed 9 0,42559 worried worry covid work also family job 10 0,20614 time day see every even people away 11 0,35758 worried things worry life feel like think 12 0,16798 career instead never best seem wife tend_worry 13 0,15665 problem across get_back various source probably experiences 14 0,2816 pay bills university job starting able others 15 0,20162 keep illness within hit anyone anyway future_happen 16 0,22167 always aspects depressed waiting important think_much events 17 0,1558 son age old enough month eating doctors 18 0,18609 pain left office worrying coming viva okay 19 0,20485 mental mental_health health conditions recently pre particularly Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12295] Nov. 19, 2024 3:24:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,26453 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,21369 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,20602 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,21364 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,19943 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23939 feelings depression happy worry_anxiety periods financial makes 1 0,2464 panic difficult thoughts aspects sleep attacks concentrate 2 0,14702 back_normal find trip places fine find_worrying said 3 0,13499 masks becoming_ill area main becoming government partly 4 0,15177 past past_two_weeks past_two two weeks two_weeks worried_past 5 0,14121 past_weeks weeks past car got specific relationship 6 0,29774 weeks last two two_weeks last_two last_two_weeks worried_last 7 0,18173 constant constant_state state_worry constant_state_worry present furlough terrible 8 0,17938 couple couple_weeks last_couple situations last_couple_weeks drinking bothered 9 0,5999 worried worry covid work also time things 10 0,18142 calm period first though first_time rather came 11 0,46003 worried feel things just think everything anxious 12 0,14564 concern elderly increasing losing significant dying life_also 13 0,13121 course presentation sure well worried_course make_sure anxious_alot 14 0,23629 new starting bills university pay mostly pay_bills 15 0,16355 another uncertain becoming worried_usual company sometimes_feel crisis 16 0,18043 case important waiting risk state_worry write_aspects write 17 0,12548 son age enough old month eating next 18 0,15761 pain therefore week resulting viva colleagues phd 19 0,17192 mental mental_health health pre virus conditions positive Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13668] Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,18876 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,11519 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,09607 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,09466 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,10425 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20067 exercise graduated wake life_family realise getting_covid feelings_worry_anxiety 1 0,21511 thoughts attacks stay without causing panic_attacks aspects 2 0,1241 takes long_time hit trip holiday busy mortgage 3 0,11926 social ill becoming_ill distancing age government found 4 0,13647 past_two_weeks past_two two past two_weeks worried_past worried_past_two 5 0,12521 car garage summer distance debt kept broke 6 0,26594 weeks two_weeks last two last_two last_two_weeks worried_last 7 0,15995 four furlough constant_state_worry sense furlough_worried extreme lose 8 0,15564 couple couple_weeks last_couple last_couple_weeks situations full jobs 9 0,81575 worried worry things feel life covid time 10 0,15191 first_time first sister came gave talk use 11 0,50464 everything anything just care course make great 12 0,12785 university next optimistic significant potential coming sore 13 0,11856 across worried_lot probably presentation mental lonely various 14 0,19212 term starting long_term get factors short second 15 0,14344 terrified worried_money call done makes_feel people unfortunately 16 0,15124 state_worry important depressed aspects case seem write_aspects 17 0,10956 son age old enough since eat lose 18 0,13611 pain although therefore viva harder loved also_worrying 19 0,1479 mental mental_health office conditions health pre working Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15847] Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -11,05093 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -11,03179 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -11,02279 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -11,03244 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -11,04366 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,1697 peace passed current_covid experienced bigger jobs centre 1 0,19071 thoughts aspects attacks panic_attacks causing sleep experience 2 0,11212 looking catching trip buying elderly new lack 3 0,10491 masks area social becoming_ill distancing partly town 4 0,12058 two_weeks past_two_weeks past_two past two worried_past worried_past_two 5 0,11292 car going_able broke tend causes years said 6 0,23173 last two two_weeks last_two last_two_weeks weeks worried_last 7 0,14682 furlough drinking drinking_much health_family worried_know furlough_worried bed 8 0,14129 couple couple_weeks last_couple last_couple_weeks due_covid lost overwhelming 9 1,06965 worried worry things feel covid life time 10 0,12347 longer came first_time less_worried sister running reaction 11 0,40282 im mother heart experiences person constant_state_worry care 12 0,11944 university significant optimistic potential periods_worry debts become 13 0,11031 miss seems fact overthinking members inducing tense 14 0,16316 term long_term long short factors sick worried_lot_recently 15 0,13146 business main sore ago fall self meet 16 0,13436 leave four write_aspects left tinnitus chronic aunt 17 0,09744 age son old eating years wrong go_wrong 18 0,12726 pain physical coming viva debt body moderately_worried 19 0,12829 virus vulnerable conditions unemployed pre_existing existing diabetes Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16809] Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -11,0186 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -11,00141 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,99133 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,98244 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -11,00853 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15253 tend mind becoming love night fear concentrate_one 1 0,16733 aspects thoughts attacks panic_attacks aspects_life suffer causing 2 0,10197 get find holiday huge trip global believe 3 0,09835 ill continue masks becoming_ill distancing government social 4 0,11258 two past_two past_two_weeks two_weeks worried_past worried_past_two issues 5 0,10355 car ask broke ever case modest filter 6 0,20289 two two_weeks last_two last_two_weeks last weeks worried_last_two 7 0,13875 much drinking furlough month drinking_much worry_may status 8 0,13178 couple couple_weeks last_couple last_couple_weeks important lost pressure 9 1,28014 worried worry things weeks feel covid life 10 0,11187 came garage meant despite negative lot_time sister 11 0,29178 ever safe main worry_anxiety people_also really_worried support 12 0,11208 struggle forward university potential move impossible significant 13 0,10646 hoping seems strong focus online probably experiences 14 0,14486 term long_term short groups things_like long constantly_worry 15 0,12133 best im sore source throat debts dont 16 0,12432 feeling_anxious case waiting son closer nights gone 17 0,0884 age son old wrong years arrangements eating 18 0,11685 pain viva economic work week thoughts coming 19 0,11835 example virus vulnerable asthma pre conditions pre_existing Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17157] Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,97212 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,96558 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,93948 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,94195 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,96576 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,136 daughter loved_ones debt related_worries surge eat minor 1 0,15638 aspects attacks panic_attacks panic aspects_life severe write_aspects 2 0,09928 scenarios future_worry lot_less trip takes short happen 3 0,09644 social government masks town becoming_ill area distancing 4 0,10958 two_weeks worried_past_two past_two results past_two_weeks bed issues 5 0,09782 car said leaving pay panic_attack broke appointment 6 0,16747 two_weeks two last_two last_two_weeks last weeks worried_last_two 7 0,13018 increasing restrictions furlough contract family_members began helps 8 0,1251 couple couple_weeks last_couple last_couple_weeks lost worried_due parent 9 1,42372 worried worry things feel weeks covid time 10 0,09921 first period sister came first_time months reaction 11 0,22789 works family_friends contact open hands hard_concentrate ongoing 12 0,10939 struggle university potential forward periods_worry changes student 13 0,10175 get_bed family_members seems stable presentation started number 14 0,12673 term long_term short related worried_lot symptoms debt 15 0,12025 im reasons ability dont continue currently sore 16 0,11881 unknown e lonely escape tinnitus g e_g 17 0,08421 age son years holiday old eating car 18 0,11185 pain last_week pass chronic viva office amount 19 0,11332 example virus cant pre conditions looking_job vulnerable Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17646] Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,96028 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,92506 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,94388 Nov. 19, 2024 3:24:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,94903 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,94405 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13018 big kept course tend_worry generally_worried go_wrong make_sure 1 0,14186 aspects attacks panic_attacks important aspects_life really_worried personal 2 0,09638 think lot_less whilst trip dangerous improvement takes 3 0,0921 ill social becoming_ill social_distancing partly poor worried_catching 4 0,10321 results country issues exams think_country_going going_backwards country_going_backwards 5 0,09246 car chest weather broke gets comfortable none 6 0,15838 two last_two last_two_weeks two_weeks last worried_last_two weeks 7 0,12137 losing losing_job concerned furlough decision become increasing 8 0,12261 couple couple_weeks last_couple last_couple_weeks bad convinced positive_want 9 1,51101 worried worry things weeks feel life covid 10 0,09371 done came first_time first sister public_transport worried_covid 11 0,19171 financial state_worry status many_things naturally feelings_worry constant_state_worry 12 0,10746 university september arrangements struggle significant lot_worry periods_worry 13 0,09897 experiences health_also answers impact_covid get_bed across various 14 0,12032 term long_term short control_things enough contact since 15 0,11242 now im course dont need drinking_much sore 16 0,11609 moments drinking still e tinnitus time pre_existing_health 17 0,07837 son age old enough support eating holiday 18 0,11355 pain viva experienced pass course negative relax 19 0,10986 conditions example pre pre_existing existing diabetes health Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18425] Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,94371 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,93226 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,93542 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,92386 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,90438 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12947 likely struggling faith worry_state inability stressed_worried follow 1 0,13463 aspects attacks important overwhelmed finding write disorder 2 0,09376 less sick plans makes_worry lot_less huge whilst 3 0,08961 catching worried_catching miss elderly becoming partly poor 4 0,09826 country exams live think_country_going think_country going_backwards country_going_backwards 5 0,09126 car ask broke various impossible ever_going least 6 0,14706 last_two_weeks last_two last two worried_last_two two_weeks weeks 7 0,11643 thoughts drinking furlough job_losses worried_something food began 8 0,12035 couple couple_weeks last_couple last_couple_weeks many_things rest parent 9 1,56483 worried worry weeks things feel covid life 10 0,08741 first came first_time relaxed away holiday sister 11 0,1689 bed huge entire worry_moment get_bed climate comfortable 12 0,10316 month significant yes_worried sore cancer see situation_covid 13 0,09812 answers god online mother irritable stomach seem 14 0,11534 term short long long_term social factors worried_lot_recently 15 0,11018 im help relationships overthink stable presentation okay 16 0,11474 case open status tinnitus switch feeling_way case_numbers 17 0,07736 age son old eating eat car wrong 18 0,1102 pain viva lost worried_lately scenarios leave harder 19 0,10807 virus conditions pre pre_existing existing diabetes arrangements Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18868] Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93145 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,89203 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90463 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,92581 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,91821 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12312 complete worried_work phd im heart high_risk whether 1 0,12964 aspects attacks aspects_life causing panic_attacks overthinking write_aspects 2 0,09085 office move worry_past worried_going_back lot_less back_university global 3 0,09142 government miss area partly poor masks town 4 0,09247 country results exams think_country_going think_country going_backwards exam 5 0,08917 car takes broke okay finally completely something 6 0,14171 last_two two last_two_weeks two_weeks last worried_last_two worried_last 7 0,11528 furlough helps drinking_much worried_catching furlough_worried began terrible 8 0,11945 couple_weeks couple last_couple full last_couple_weeks unemployed mental_health_feel 9 1,60039 worried worry weeks things feel covid life 10 0,08555 sister came playing time reaction shops first_time 11 0,14918 bed felt tomorrow chest feel_anxious get_bed forward 12 0,10195 potential month sore optimistic significant periods_worry worry_going 13 0,09665 overly years others facing person ill_health answers 14 0,10661 term short long_term dire family_member factors worried_lot_recently 15 0,106 dont drinking stop arrangements peoples mother increasing 16 0,1149 best forward passed due_current mortgage making family_finances 17 0,07529 son age eating old go_wrong nursery wrong 18 0,10633 pain viva just contract course stomach catching_coronavirus 19 0,10384 conditions asthma vulnerable pre pre_existing existing diabetes Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18892] Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,90501 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,90583 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,9062 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,88312 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,90542 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11784 worried_people weeks_worry best nights relatives worried_life worry_also 1 0,12605 aspects attacks panic_attacks aspects_life corona_virus write worried_aspects 2 0,08896 lot_less feel_lot global even_though drop made_feel weeks_pandemic 3 0,08825 catching becoming social miss town social_distancing age 4 0,09352 results issues exams country reasons comes think_country_going 5 0,08949 car viva garage tend broke summer holiday 6 0,14459 last_two two_weeks last_two_weeks two weeks last worried_last_two 7 0,11359 furlough concern_worry political worrying_lot worried_know remember_job furlough_worried_know 8 0,11443 couple couple_weeks last_couple last_couple_weeks full attacks works 9 1,61982 worried worry things weeks feel covid life 10 0,0829 covid_situation months went sister came reaction away 11 0,13687 bed get_bed constant_state much_worse shop stayed stay_bed 12 0,10298 unable office daily sore impact_covid significant busy 13 0,09304 rather answers near something health_grounds grounds gets_worse 14 0,10469 term long_term short long safety arrangements ongoing_pandemic 15 0,10596 increasing dont feelings_worry outside ive feeling_way numbers 16 0,11432 every_time best worried_usual small_things one_day tinnitus concerning 17 0,0738 son age old good_enough therapy case nursery 18 0,10441 pain important use losing_job level toilet feel_better 19 0,10322 example virus pre conditions vulnerable pre_existing existing Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19107] Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89543 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,8984 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,89591 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,88646 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,88275 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11293 viva pain meant continue go_wrong cat underlying 1 0,12359 aspects corona corona_virus strong write write_aspects pass 2 0,08658 less_worried period lot_less application meant since_beginning nerves 3 0,08147 government miss masks area worried_catching becoming_ill distancing 4 0,09113 country exams issues reasons think_country_going think_country going_backwards 5 0,08187 car garage said broke asking distance_away order 6 0,14106 last_two last_two_weeks two two_weeks worried_last worried_last_two two_weeks_felt 7 0,1112 unknown month furlough complete happening began transport 8 0,11859 couple couple_weeks last_couple last_couple_weeks nervous_anxious full lots 9 1,6281 worried worry weeks things feel last life 10 0,08334 months came depressed trouble covid_situation colleagues effect 11 0,1296 bed entire get_bed wake health_grounds terrible retire 12 0,10052 office workload sore periods_worry concern drinking debts 13 0,09331 financial_situation experiences rather covid find_difficult young_family stop_thinking 14 0,10334 term long_term short long situation mentally trip 15 0,10199 im day_day dont fact stops definitely_worried try_think 16 0,11133 avoid generally tinnitus anything_last gets_worse feel_though work_due 17 0,07349 son age old enough good_enough tell therapy 18 0,10831 pain course increased well_worry point chronic catching_coronavirus 19 0,1065 looking conditions virus looking_job pre pre_existing existing Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19178] Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,87858 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,87911 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,88262 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88473 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87324 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11055 pain viva furlough plans put four_months come 1 0,12159 aspects write_aspects healthy self managed meaningful anxiety_inducing 2 0,08246 less_worried spend lot_less meant loan office else 3 0,07778 age ill miss visiting becoming_ill distancing government 4 0,08873 reasons results country think_country_going think_country going_backwards country_going_backwards 5 0,08342 car want back_work garage ask broke distance 6 0,13617 last_two last_two_weeks two two_weeks worried_last worried_last_two last 7 0,10886 made redundant made_redundant sore ago open pay_bills 8 0,11789 couple couple_weeks last_couple_weeks part last_couple struggle drinking_much 9 1,63178 worried worry things weeks feel covid life 10 0,08475 sister caused talk along stopped race area 11 0,12074 tomorrow bed self part first_time worried_just personal_life 12 0,09981 office coming periods restrictions planning source many_people 13 0,0971 career experiences place gone grow actually good_mental_health 14 0,10018 term long_term short political number long dire 15 0,10185 im thinking dont groups stressful organisation meeting 16 0,11203 regarding various avoid climate worried_various tinnitus death 17 0,07379 son age old car enough worry_good_enough worry_good 18 0,10899 pain debts weather going helps hits passes 19 0,10411 conditions starting pre asthma university optimistic remain Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19522] Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,90076 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,88447 Nov. 19, 2024 3:24:40 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,8797 Nov. 19, 2024 3:24:41 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90767 Nov. 19, 2024 3:24:41 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,87774 Nov. 19, 2024 3:24:41 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11142 feelings furlough overwhelmed change plans furlough_worried seems_like 1 0,11996 aspects friend various write_aspects lived meaningful write 2 0,08353 mental_health_feel health_feel period came garden bout drop 3 0,0779 catching miss age ill worried_catching distancing government 4 0,08749 exams issues results country lately reasons help 5 0,08351 car chest broke gets useless without worse 6 0,13332 last_two last_two_weeks two_weeks two last worried_last worried_last_two 7 0,10878 important drinking constant_state redundancy month routine sense 8 0,11394 couple couple_weeks last_couple last_couple_weeks self matter lot_things 9 1,63497 worried worry weeks things feel life covid 10 0,08628 calm first_time never shops reaction spent social 11 0,11991 worry_things severe extent future_going believe symptoms complete 12 0,1003 masks coming wearing_masks things_life lives things_control office 13 0,09578 complete experiences ones stopped starting starting_new gone 14 0,095 term short long_term political dire worried_lot_recently lot_recently 15 0,10069 dont im every_time stop_thinking peoples presentation love 16 0,1111 case able_find increasing worried_things e tinnitus g 17 0,07313 son age eating old eat nursery tell 18 0,1071 pain viva sore cancer hot feelings_worry throat 19 0,10325 virus conditions vulnerable pre asthma pre_existing infected Nov. 19, 2024 3:24:41 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19288] Nov. 19, 2024 3:24:41 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,87742 Nov. 19, 2024 3:24:41 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" Directory already exists. [1] "The test object of GAD7tot was saved in: ./results/seed_42/test_linear_regression_GAD7tot.rds" Generate popout topics based on "max_x" as the scatter legend in 2 dims legend. Generating scatter plot based on specified popout criteria. Valid categories: 4 5 Processing category: 4 Processing category: 5 [1] "The grid plot legends are saved in the save_dir." Generate popout topics based on "max_y" as the scatter legend. Generating scatter plot based on specified popout criteria. Valid categories: 4 5 Processing category: 4 Processing category: 5 [1] "The grid plot legends are saved in the save_dir." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:25:28 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:25:28 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 489 Nov. 19, 2024 3:25:28 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 37155 Nov. 19, 2024 3:25:28 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,14125 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,99101 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,9064 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,87583 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things time worrying people go life like 1 0,25 feel anxiety things often panic thoughts sleep 2 0,25 worried also current situation pandemic everything place 3 0,25 worry family health covid years ill constant 4 0,25 past past_two_weeks past_two issues going two two_weeks 5 0,25 able usually trying something well although past 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get one always find bit 8 0,25 work felt weeks feeling last worries general 9 0,25 worried due lot feel time family covid 10 0,25 day even time makes every house really 11 0,25 worried much think worry just anything anxious 12 0,25 life now worrying children positive taking home 13 0,25 though see hard home night work found 14 0,25 worry going back job now starting long 15 0,25 worried life covid future want go good 16 0,25 worried yes state job yes_worried extremely always 17 0,25 day make week son enough end everything 18 0,25 anxiety get going feelings really depression bad 19 0,25 health covid worried anxious people mental getting Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,85937 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,82834 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,82846 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,8105 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,80188 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 time things people feel like life worry 1 0,25 anxiety feel worry things panic thoughts day 2 0,25 worried also current things situation pandemic place 3 0,25 worry covid family health fear ill also_worried 4 0,25 past weeks worried two past_two_weeks past_two two_weeks 5 0,25 generally usually car bit less lockdown although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get family find always lately 8 0,25 work felt worries quite week feeling last 9 0,25 worried covid family made also due time 10 0,25 even really every day months makes help 11 0,25 worried worry much think lot anything just 12 0,25 life things children try worrying positive normal 13 0,25 though see away hard never night felt 14 0,25 worry going back job long new ever 15 0,25 worried go job good want life pay 16 0,25 worried yes state yes_worried job impact extremely 17 0,25 make enough making day son end just 18 0,25 get worried anxiety feelings going many moment 19 0,25 health due anxious mental virus worried world Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,79027 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,79259 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,77169 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,76756 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,75915 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry time like feel worrying control 1 0,25 anxiety life general panic feel sleep mind 2 0,25 also pandemic current things place situation university 3 0,25 worry family people health fear ill covid 4 0,25 past weeks worried past_two_weeks past_two worrying going 5 0,25 generally little bit usually car spend although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future one always worrying lack sometimes 8 0,25 work worries felt feel feeling time quite 9 0,25 worried family covid due made home recently 10 0,25 time day people even every really makes 11 0,25 worried just think know anything really everything 12 0,25 children try life positive normal take worry 13 0,25 see though hard much thinking away found 14 0,25 worry going job back long whether new 15 0,25 worried life good want days go pay 16 0,25 yes worried state yes_worried job situation extremely 17 0,25 like enough make son end even partner 18 0,25 get going worried anxiety feelings bad week 19 0,25 anxious worried health now mental due virus Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,75849 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,74129 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,7609 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,75042 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,75876 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry feel like time life something 1 0,25 anxiety feel life day panic thoughts sleep 2 0,25 current also situation place find pandemic friends 3 0,25 worry people covid fear ill years social 4 0,25 past past_two_weeks past_two happen weeks going worried 5 0,25 little generally bit past past_weeks usually car 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future always one lack concern sometimes 8 0,25 work worries felt feeling quite time felt_worried 9 0,25 worried family covid due made health home 10 0,25 time even day people every away really 11 0,25 worried think really lot much able everything 12 0,25 children positive normal husband depression take keep 13 0,25 hard felt thinking much though night stop 14 0,25 worry going job back new make now 15 0,25 worried life good want days happy pay 16 0,25 worried yes job state yes_worried extremely next 17 0,25 worried like just know enough getting son 18 0,25 anxiety get week feelings going moment worse 19 0,25 worried anxious virus health covid mental world Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,76353 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,74703 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,76353 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,75921 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,75844 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 worry things like life much worrying feel 1 0,25 anxiety feel day mind often thoughts sleep 2 0,25 current also place friends find pandemic situation 3 0,25 people covid years fear ill main virus 4 0,25 past past_two_weeks past_two worried weeks two less 5 0,25 past past_weeks little worrying generally bit usually 6 0,25 weeks last two worried two_weeks last_two last_two_weeks 7 0,25 worry future health concern worries sometimes money 8 0,25 work feeling worries felt quite concerned felt_worried 9 0,25 worried covid family due also made home 10 0,25 time every people day away like even 11 0,25 worried think able lot everything anything things 12 0,25 children one positive normal husband good try 13 0,25 hard though thinking night find found stop 14 0,25 worry going job back new school constantly 15 0,25 worried life back happy want pay way 16 0,25 worried yes job state yes_worried extremely impact 17 0,25 worried just know enough son age getting 18 0,25 get anxiety feelings week worse ever many 19 0,25 worried anxious health now virus mental feel Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07358] Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,32902 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,43083 Nov. 19, 2024 3:25:29 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,40669 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,39443 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,38727 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,2755 things life feel like anxiety always control 1 0,26487 anxious feel thoughts feeling panic anxiety often 2 0,25006 also place well current find friends partner 3 0,2224 people social worry ill area becoming virus 4 0,22184 past past_two_weeks past_two worried two_weeks going worried_past 5 0,23554 get past_weeks past car now go days 6 0,25397 weeks last worried two two_weeks last_two last_two_weeks 7 0,25842 worry constant finances future worry_future one daily 8 0,25907 work worries feeling time felt couple concern 9 0,29925 worried covid family due situation health also 10 0,2446 time day every people see house really 11 0,28238 worried think lot worry worrying everything just 12 0,23014 children husband kids trying positive father help 13 0,23899 though around thought stop next stressed pandemic 14 0,26624 worry going job back yes work money 15 0,26294 life way get want security good lead 16 0,27447 worried state family coronavirus yes_worried concerned economy 17 0,22753 just son enough age worried like good 18 0,25184 anxiety week virus feelings making ever people 19 0,25973 worried feel health anxious mental_health covid virus Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09756] Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,38735 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,37397 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,36697 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,33803 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,36286 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,27776 worry things life always control like days 1 0,26826 feel anxiety feeling often thoughts anxious sleep 2 0,21589 find current struggle many current_situation busy events 3 0,18929 social ill becoming area worried_covid becoming_ill catching 4 0,195 past past_two_weeks past_two two two_weeks worried weeks 5 0,20095 past_weeks past weeks car now time garage 6 0,27397 weeks last worried two two_weeks last_two last_two_weeks 7 0,24278 worry people state lack constant worry_future general 8 0,24157 day worries work time couple feelings concern 9 0,3334 worried worry covid also family work due 10 0,2216 time day people away see house get 11 0,29795 worried things worry think just future going 12 0,1991 good never usually happy husband reasons depression 13 0,19464 worst aspect across stable presentation thought came 14 0,28218 job going able back go new may 15 0,24607 life spend days income way possible seems 16 0,26745 worried state case aspects left move waiting 17 0,1951 age son week old eating enough support 18 0,22594 pain stressful decisions corona worrying coming corona_virus 19 0,23561 health mental mental_health example world positive virus Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,1104] Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,3496 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,28992 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,28082 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,28455 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,27182 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,26958 anxiety depression feelings happy many things normal 1 0,26668 thoughts panic anxiety sleep difficult often mind 2 0,17639 find seem trip debts someone find_worrying worries_also 3 0,15594 becoming masks becoming_ill area worried_covid ill partly 4 0,17507 past past_two_weeks past_two two_weeks weeks two worried_past 5 0,17354 past_weeks past weeks car issues weeks_worry ever 6 0,30664 last weeks two two_weeks last_two last_two_weeks worried 7 0,21325 state constant concerned however state_worry constant_state daily 8 0,20877 worries couple issues friends still couple_weeks overwhelmed 9 0,42559 worried worry covid work also family job 10 0,20614 time day see every even people away 11 0,35758 worried things worry life feel like think 12 0,16798 career instead never best seem wife tend_worry 13 0,15665 problem across get_back various source probably experiences 14 0,2816 pay bills university job starting able others 15 0,20162 keep illness within hit anyone anyway future_happen 16 0,22167 always aspects depressed waiting important think_much events 17 0,1558 son age old enough month eating doctors 18 0,18609 pain left office worrying coming viva okay 19 0,20485 mental mental_health health conditions recently pre particularly Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12295] Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,26453 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,21369 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,20602 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,21364 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,19943 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23939 feelings depression happy worry_anxiety periods financial makes 1 0,2464 panic difficult thoughts aspects sleep attacks concentrate 2 0,14702 back_normal find trip places fine find_worrying said 3 0,13499 masks becoming_ill area main becoming government partly 4 0,15177 past past_two_weeks past_two two weeks two_weeks worried_past 5 0,14121 past_weeks weeks past car got specific relationship 6 0,29774 weeks last two two_weeks last_two last_two_weeks worried_last 7 0,18173 constant constant_state state_worry constant_state_worry present furlough terrible 8 0,17938 couple couple_weeks last_couple situations last_couple_weeks drinking bothered 9 0,5999 worried worry covid work also time things 10 0,18142 calm period first though first_time rather came 11 0,46003 worried feel things just think everything anxious 12 0,14564 concern elderly increasing losing significant dying life_also 13 0,13121 course presentation sure well worried_course make_sure anxious_alot 14 0,23629 new starting bills university pay mostly pay_bills 15 0,16355 another uncertain becoming worried_usual company sometimes_feel crisis 16 0,18043 case important waiting risk state_worry write_aspects write 17 0,12548 son age enough old month eating next 18 0,15761 pain therefore week resulting viva colleagues phd 19 0,17192 mental mental_health health pre virus conditions positive Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13668] Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,18876 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,11519 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,09607 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,09466 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,10425 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20067 exercise graduated wake life_family realise getting_covid feelings_worry_anxiety 1 0,21511 thoughts attacks stay without causing panic_attacks aspects 2 0,1241 takes long_time hit trip holiday busy mortgage 3 0,11926 social ill becoming_ill distancing age government found 4 0,13647 past_two_weeks past_two two past two_weeks worried_past worried_past_two 5 0,12521 car garage summer distance debt kept broke 6 0,26594 weeks two_weeks last two last_two last_two_weeks worried_last 7 0,15995 four furlough constant_state_worry sense furlough_worried extreme lose 8 0,15564 couple couple_weeks last_couple last_couple_weeks situations full jobs 9 0,81575 worried worry things feel life covid time 10 0,15191 first_time first sister came gave talk use 11 0,50464 everything anything just care course make great 12 0,12785 university next optimistic significant potential coming sore 13 0,11856 across worried_lot probably presentation mental lonely various 14 0,19212 term starting long_term get factors short second 15 0,14344 terrified worried_money call done makes_feel people unfortunately 16 0,15124 state_worry important depressed aspects case seem write_aspects 17 0,10956 son age old enough since eat lose 18 0,13611 pain although therefore viva harder loved also_worrying 19 0,1479 mental mental_health office conditions health pre working Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15847] Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -11,05093 Nov. 19, 2024 3:25:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -11,03179 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -11,02279 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -11,03244 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -11,04366 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,1697 peace passed current_covid experienced bigger jobs centre 1 0,19071 thoughts aspects attacks panic_attacks causing sleep experience 2 0,11212 looking catching trip buying elderly new lack 3 0,10491 masks area social becoming_ill distancing partly town 4 0,12058 two_weeks past_two_weeks past_two past two worried_past worried_past_two 5 0,11292 car going_able broke tend causes years said 6 0,23173 last two two_weeks last_two last_two_weeks weeks worried_last 7 0,14682 furlough drinking drinking_much health_family worried_know furlough_worried bed 8 0,14129 couple couple_weeks last_couple last_couple_weeks due_covid lost overwhelming 9 1,06965 worried worry things feel covid life time 10 0,12347 longer came first_time less_worried sister running reaction 11 0,40282 im mother heart experiences person constant_state_worry care 12 0,11944 university significant optimistic potential periods_worry debts become 13 0,11031 miss seems fact overthinking members inducing tense 14 0,16316 term long_term long short factors sick worried_lot_recently 15 0,13146 business main sore ago fall self meet 16 0,13436 leave four write_aspects left tinnitus chronic aunt 17 0,09744 age son old eating years wrong go_wrong 18 0,12726 pain physical coming viva debt body moderately_worried 19 0,12829 virus vulnerable conditions unemployed pre_existing existing diabetes Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16809] Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -11,0186 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -11,00141 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,99133 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,98244 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -11,00853 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15253 tend mind becoming love night fear concentrate_one 1 0,16733 aspects thoughts attacks panic_attacks aspects_life suffer causing 2 0,10197 get find holiday huge trip global believe 3 0,09835 ill continue masks becoming_ill distancing government social 4 0,11258 two past_two past_two_weeks two_weeks worried_past worried_past_two issues 5 0,10355 car ask broke ever case modest filter 6 0,20289 two two_weeks last_two last_two_weeks last weeks worried_last_two 7 0,13875 much drinking furlough month drinking_much worry_may status 8 0,13178 couple couple_weeks last_couple last_couple_weeks important lost pressure 9 1,28014 worried worry things weeks feel covid life 10 0,11187 came garage meant despite negative lot_time sister 11 0,29178 ever safe main worry_anxiety people_also really_worried support 12 0,11208 struggle forward university potential move impossible significant 13 0,10646 hoping seems strong focus online probably experiences 14 0,14486 term long_term short groups things_like long constantly_worry 15 0,12133 best im sore source throat debts dont 16 0,12432 feeling_anxious case waiting son closer nights gone 17 0,0884 age son old wrong years arrangements eating 18 0,11685 pain viva economic work week thoughts coming 19 0,11835 example virus vulnerable asthma pre conditions pre_existing Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17157] Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,97212 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,96558 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,93948 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,94195 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,96576 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,136 daughter loved_ones debt related_worries surge eat minor 1 0,15638 aspects attacks panic_attacks panic aspects_life severe write_aspects 2 0,09928 scenarios future_worry lot_less trip takes short happen 3 0,09644 social government masks town becoming_ill area distancing 4 0,10958 two_weeks worried_past_two past_two results past_two_weeks bed issues 5 0,09782 car said leaving pay panic_attack broke appointment 6 0,16747 two_weeks two last_two last_two_weeks last weeks worried_last_two 7 0,13018 increasing restrictions furlough contract family_members began helps 8 0,1251 couple couple_weeks last_couple last_couple_weeks lost worried_due parent 9 1,42372 worried worry things feel weeks covid time 10 0,09921 first period sister came first_time months reaction 11 0,22789 works family_friends contact open hands hard_concentrate ongoing 12 0,10939 struggle university potential forward periods_worry changes student 13 0,10175 get_bed family_members seems stable presentation started number 14 0,12673 term long_term short related worried_lot symptoms debt 15 0,12025 im reasons ability dont continue currently sore 16 0,11881 unknown e lonely escape tinnitus g e_g 17 0,08421 age son years holiday old eating car 18 0,11185 pain last_week pass chronic viva office amount 19 0,11332 example virus cant pre conditions looking_job vulnerable Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17646] Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,96028 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,92506 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,94388 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,94903 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,94405 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13018 big kept course tend_worry generally_worried go_wrong make_sure 1 0,14186 aspects attacks panic_attacks important aspects_life really_worried personal 2 0,09638 think lot_less whilst trip dangerous improvement takes 3 0,0921 ill social becoming_ill social_distancing partly poor worried_catching 4 0,10321 results country issues exams think_country_going going_backwards country_going_backwards 5 0,09246 car chest weather broke gets comfortable none 6 0,15838 two last_two last_two_weeks two_weeks last worried_last_two weeks 7 0,12137 losing losing_job concerned furlough decision become increasing 8 0,12261 couple couple_weeks last_couple last_couple_weeks bad convinced positive_want 9 1,51101 worried worry things weeks feel life covid 10 0,09371 done came first_time first sister public_transport worried_covid 11 0,19171 financial state_worry status many_things naturally feelings_worry constant_state_worry 12 0,10746 university september arrangements struggle significant lot_worry periods_worry 13 0,09897 experiences health_also answers impact_covid get_bed across various 14 0,12032 term long_term short control_things enough contact since 15 0,11242 now im course dont need drinking_much sore 16 0,11609 moments drinking still e tinnitus time pre_existing_health 17 0,07837 son age old enough support eating holiday 18 0,11355 pain viva experienced pass course negative relax 19 0,10986 conditions example pre pre_existing existing diabetes health Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18425] Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,94371 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,93226 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,93542 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,92386 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,90438 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12947 likely struggling faith worry_state inability stressed_worried follow 1 0,13463 aspects attacks important overwhelmed finding write disorder 2 0,09376 less sick plans makes_worry lot_less huge whilst 3 0,08961 catching worried_catching miss elderly becoming partly poor 4 0,09826 country exams live think_country_going think_country going_backwards country_going_backwards 5 0,09126 car ask broke various impossible ever_going least 6 0,14706 last_two_weeks last_two last two worried_last_two two_weeks weeks 7 0,11643 thoughts drinking furlough job_losses worried_something food began 8 0,12035 couple couple_weeks last_couple last_couple_weeks many_things rest parent 9 1,56483 worried worry weeks things feel covid life 10 0,08741 first came first_time relaxed away holiday sister 11 0,1689 bed huge entire worry_moment get_bed climate comfortable 12 0,10316 month significant yes_worried sore cancer see situation_covid 13 0,09812 answers god online mother irritable stomach seem 14 0,11534 term short long long_term social factors worried_lot_recently 15 0,11018 im help relationships overthink stable presentation okay 16 0,11474 case open status tinnitus switch feeling_way case_numbers 17 0,07736 age son old eating eat car wrong 18 0,1102 pain viva lost worried_lately scenarios leave harder 19 0,10807 virus conditions pre pre_existing existing diabetes arrangements Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18868] Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93145 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,89203 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90463 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,92581 Nov. 19, 2024 3:25:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,91821 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12312 complete worried_work phd im heart high_risk whether 1 0,12964 aspects attacks aspects_life causing panic_attacks overthinking write_aspects 2 0,09085 office move worry_past worried_going_back lot_less back_university global 3 0,09142 government miss area partly poor masks town 4 0,09247 country results exams think_country_going think_country going_backwards exam 5 0,08917 car takes broke okay finally completely something 6 0,14171 last_two two last_two_weeks two_weeks last worried_last_two worried_last 7 0,11528 furlough helps drinking_much worried_catching furlough_worried began terrible 8 0,11945 couple_weeks couple last_couple full last_couple_weeks unemployed mental_health_feel 9 1,60039 worried worry weeks things feel covid life 10 0,08555 sister came playing time reaction shops first_time 11 0,14918 bed felt tomorrow chest feel_anxious get_bed forward 12 0,10195 potential month sore optimistic significant periods_worry worry_going 13 0,09665 overly years others facing person ill_health answers 14 0,10661 term short long_term dire family_member factors worried_lot_recently 15 0,106 dont drinking stop arrangements peoples mother increasing 16 0,1149 best forward passed due_current mortgage making family_finances 17 0,07529 son age eating old go_wrong nursery wrong 18 0,10633 pain viva just contract course stomach catching_coronavirus 19 0,10384 conditions asthma vulnerable pre pre_existing existing diabetes Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18892] Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,90501 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,90583 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,9062 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,88312 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,90542 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11784 worried_people weeks_worry best nights relatives worried_life worry_also 1 0,12605 aspects attacks panic_attacks aspects_life corona_virus write worried_aspects 2 0,08896 lot_less feel_lot global even_though drop made_feel weeks_pandemic 3 0,08825 catching becoming social miss town social_distancing age 4 0,09352 results issues exams country reasons comes think_country_going 5 0,08949 car viva garage tend broke summer holiday 6 0,14459 last_two two_weeks last_two_weeks two weeks last worried_last_two 7 0,11359 furlough concern_worry political worrying_lot worried_know remember_job furlough_worried_know 8 0,11443 couple couple_weeks last_couple last_couple_weeks full attacks works 9 1,61982 worried worry things weeks feel covid life 10 0,0829 covid_situation months went sister came reaction away 11 0,13687 bed get_bed constant_state much_worse shop stayed stay_bed 12 0,10298 unable office daily sore impact_covid significant busy 13 0,09304 rather answers near something health_grounds grounds gets_worse 14 0,10469 term long_term short long safety arrangements ongoing_pandemic 15 0,10596 increasing dont feelings_worry outside ive feeling_way numbers 16 0,11432 every_time best worried_usual small_things one_day tinnitus concerning 17 0,0738 son age old good_enough therapy case nursery 18 0,10441 pain important use losing_job level toilet feel_better 19 0,10322 example virus pre conditions vulnerable pre_existing existing Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19107] Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89543 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,8984 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,89591 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,88646 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,88275 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11293 viva pain meant continue go_wrong cat underlying 1 0,12359 aspects corona corona_virus strong write write_aspects pass 2 0,08658 less_worried period lot_less application meant since_beginning nerves 3 0,08147 government miss masks area worried_catching becoming_ill distancing 4 0,09113 country exams issues reasons think_country_going think_country going_backwards 5 0,08187 car garage said broke asking distance_away order 6 0,14106 last_two last_two_weeks two two_weeks worried_last worried_last_two two_weeks_felt 7 0,1112 unknown month furlough complete happening began transport 8 0,11859 couple couple_weeks last_couple last_couple_weeks nervous_anxious full lots 9 1,6281 worried worry weeks things feel last life 10 0,08334 months came depressed trouble covid_situation colleagues effect 11 0,1296 bed entire get_bed wake health_grounds terrible retire 12 0,10052 office workload sore periods_worry concern drinking debts 13 0,09331 financial_situation experiences rather covid find_difficult young_family stop_thinking 14 0,10334 term long_term short long situation mentally trip 15 0,10199 im day_day dont fact stops definitely_worried try_think 16 0,11133 avoid generally tinnitus anything_last gets_worse feel_though work_due 17 0,07349 son age old enough good_enough tell therapy 18 0,10831 pain course increased well_worry point chronic catching_coronavirus 19 0,1065 looking conditions virus looking_job pre pre_existing existing Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19178] Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,87858 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,87911 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,88262 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88473 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87324 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11055 pain viva furlough plans put four_months come 1 0,12159 aspects write_aspects healthy self managed meaningful anxiety_inducing 2 0,08246 less_worried spend lot_less meant loan office else 3 0,07778 age ill miss visiting becoming_ill distancing government 4 0,08873 reasons results country think_country_going think_country going_backwards country_going_backwards 5 0,08342 car want back_work garage ask broke distance 6 0,13617 last_two last_two_weeks two two_weeks worried_last worried_last_two last 7 0,10886 made redundant made_redundant sore ago open pay_bills 8 0,11789 couple couple_weeks last_couple_weeks part last_couple struggle drinking_much 9 1,63178 worried worry things weeks feel covid life 10 0,08475 sister caused talk along stopped race area 11 0,12074 tomorrow bed self part first_time worried_just personal_life 12 0,09981 office coming periods restrictions planning source many_people 13 0,0971 career experiences place gone grow actually good_mental_health 14 0,10018 term long_term short political number long dire 15 0,10185 im thinking dont groups stressful organisation meeting 16 0,11203 regarding various avoid climate worried_various tinnitus death 17 0,07379 son age old car enough worry_good_enough worry_good 18 0,10899 pain debts weather going helps hits passes 19 0,10411 conditions starting pre asthma university optimistic remain Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19522] Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,90076 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,88447 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,8797 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90767 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,87774 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11142 feelings furlough overwhelmed change plans furlough_worried seems_like 1 0,11996 aspects friend various write_aspects lived meaningful write 2 0,08353 mental_health_feel health_feel period came garden bout drop 3 0,0779 catching miss age ill worried_catching distancing government 4 0,08749 exams issues results country lately reasons help 5 0,08351 car chest broke gets useless without worse 6 0,13332 last_two last_two_weeks two_weeks two last worried_last worried_last_two 7 0,10878 important drinking constant_state redundancy month routine sense 8 0,11394 couple couple_weeks last_couple last_couple_weeks self matter lot_things 9 1,63497 worried worry weeks things feel life covid 10 0,08628 calm first_time never shops reaction spent social 11 0,11991 worry_things severe extent future_going believe symptoms complete 12 0,1003 masks coming wearing_masks things_life lives things_control office 13 0,09578 complete experiences ones stopped starting starting_new gone 14 0,095 term short long_term political dire worried_lot_recently lot_recently 15 0,10069 dont im every_time stop_thinking peoples presentation love 16 0,1111 case able_find increasing worried_things e tinnitus g 17 0,07313 son age eating old eat nursery tell 18 0,1071 pain viva sore cancer hot feelings_worry throat 19 0,10325 virus conditions vulnerable pre asthma pre_existing infected Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19288] Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,87742 Nov. 19, 2024 3:25:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" Directory already exists. [1] "The test object of GAD7tot was saved in: ./results/seed_42/test_linear_regression_GAD7tot.rds" Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" Directory already exists. [1] "The test object of GAD7tot was saved in: ./results/seed_42/test_linear_regression_GAD7tot.rds" User specifies the topis as popout in the scatter legend. User-specified topics for popout. [1] "The grid plot legends are saved in the save_dir." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 19, 2024 3:26:07 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 489 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 37155 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,14125 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,99101 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,9064 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,87583 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things time worrying people go life like 1 0,25 feel anxiety things often panic thoughts sleep 2 0,25 worried also current situation pandemic everything place 3 0,25 worry family health covid years ill constant 4 0,25 past past_two_weeks past_two issues going two two_weeks 5 0,25 able usually trying something well although past 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get one always find bit 8 0,25 work felt weeks feeling last worries general 9 0,25 worried due lot feel time family covid 10 0,25 day even time makes every house really 11 0,25 worried much think worry just anything anxious 12 0,25 life now worrying children positive taking home 13 0,25 though see hard home night work found 14 0,25 worry going back job now starting long 15 0,25 worried life covid future want go good 16 0,25 worried yes state job yes_worried extremely always 17 0,25 day make week son enough end everything 18 0,25 anxiety get going feelings really depression bad 19 0,25 health covid worried anxious people mental getting Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,85937 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,82834 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,82846 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,8105 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,80188 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 time things people feel like life worry 1 0,25 anxiety feel worry things panic thoughts day 2 0,25 worried also current things situation pandemic place 3 0,25 worry covid family health fear ill also_worried 4 0,25 past weeks worried two past_two_weeks past_two two_weeks 5 0,25 generally usually car bit less lockdown although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future get family find always lately 8 0,25 work felt worries quite week feeling last 9 0,25 worried covid family made also due time 10 0,25 even really every day months makes help 11 0,25 worried worry much think lot anything just 12 0,25 life things children try worrying positive normal 13 0,25 though see away hard never night felt 14 0,25 worry going back job long new ever 15 0,25 worried go job good want life pay 16 0,25 worried yes state yes_worried job impact extremely 17 0,25 make enough making day son end just 18 0,25 get worried anxiety feelings going many moment 19 0,25 health due anxious mental virus worried world Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,79027 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,79259 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,77169 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,76756 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,75915 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry time like feel worrying control 1 0,25 anxiety life general panic feel sleep mind 2 0,25 also pandemic current things place situation university 3 0,25 worry family people health fear ill covid 4 0,25 past weeks worried past_two_weeks past_two worrying going 5 0,25 generally little bit usually car spend although 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future one always worrying lack sometimes 8 0,25 work worries felt feel feeling time quite 9 0,25 worried family covid due made home recently 10 0,25 time day people even every really makes 11 0,25 worried just think know anything really everything 12 0,25 children try life positive normal take worry 13 0,25 see though hard much thinking away found 14 0,25 worry going job back long whether new 15 0,25 worried life good want days go pay 16 0,25 yes worried state yes_worried job situation extremely 17 0,25 like enough make son end even partner 18 0,25 get going worried anxiety feelings bad week 19 0,25 anxious worried health now mental due virus Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,75849 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,74129 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,7609 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,75042 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,75876 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things worry feel like time life something 1 0,25 anxiety feel life day panic thoughts sleep 2 0,25 current also situation place find pandemic friends 3 0,25 worry people covid fear ill years social 4 0,25 past past_two_weeks past_two happen weeks going worried 5 0,25 little generally bit past past_weeks usually car 6 0,25 weeks last worried two two_weeks last_two last_two_weeks 7 0,25 worry future always one lack concern sometimes 8 0,25 work worries felt feeling quite time felt_worried 9 0,25 worried family covid due made health home 10 0,25 time even day people every away really 11 0,25 worried think really lot much able everything 12 0,25 children positive normal husband depression take keep 13 0,25 hard felt thinking much though night stop 14 0,25 worry going job back new make now 15 0,25 worried life good want days happy pay 16 0,25 worried yes job state yes_worried extremely next 17 0,25 worried like just know enough getting son 18 0,25 anxiety get week feelings going moment worse 19 0,25 worried anxious virus health covid mental world Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,76353 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,74703 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,76353 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,75921 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,75844 Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 worry things like life much worrying feel 1 0,25 anxiety feel day mind often thoughts sleep 2 0,25 current also place friends find pandemic situation 3 0,25 people covid years fear ill main virus 4 0,25 past past_two_weeks past_two worried weeks two less 5 0,25 past past_weeks little worrying generally bit usually 6 0,25 weeks last two worried two_weeks last_two last_two_weeks 7 0,25 worry future health concern worries sometimes money 8 0,25 work feeling worries felt quite concerned felt_worried 9 0,25 worried covid family due also made home 10 0,25 time every people day away like even 11 0,25 worried think able lot everything anything things 12 0,25 children one positive normal husband good try 13 0,25 hard though thinking night find found stop 14 0,25 worry going job back new school constantly 15 0,25 worried life back happy want pay way 16 0,25 worried yes job state yes_worried extremely impact 17 0,25 worried just know enough son age getting 18 0,25 get anxiety feelings week worse ever many 19 0,25 worried anxious health now virus mental feel Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07358] Nov. 19, 2024 3:26:08 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,32902 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,43083 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,40669 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,39443 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,38727 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,2755 things life feel like anxiety always control 1 0,26487 anxious feel thoughts feeling panic anxiety often 2 0,25006 also place well current find friends partner 3 0,2224 people social worry ill area becoming virus 4 0,22184 past past_two_weeks past_two worried two_weeks going worried_past 5 0,23554 get past_weeks past car now go days 6 0,25397 weeks last worried two two_weeks last_two last_two_weeks 7 0,25842 worry constant finances future worry_future one daily 8 0,25907 work worries feeling time felt couple concern 9 0,29925 worried covid family due situation health also 10 0,2446 time day every people see house really 11 0,28238 worried think lot worry worrying everything just 12 0,23014 children husband kids trying positive father help 13 0,23899 though around thought stop next stressed pandemic 14 0,26624 worry going job back yes work money 15 0,26294 life way get want security good lead 16 0,27447 worried state family coronavirus yes_worried concerned economy 17 0,22753 just son enough age worried like good 18 0,25184 anxiety week virus feelings making ever people 19 0,25973 worried feel health anxious mental_health covid virus Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09756] Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,38735 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,37397 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,36697 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,33803 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,36286 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,27776 worry things life always control like days 1 0,26826 feel anxiety feeling often thoughts anxious sleep 2 0,21589 find current struggle many current_situation busy events 3 0,18929 social ill becoming area worried_covid becoming_ill catching 4 0,195 past past_two_weeks past_two two two_weeks worried weeks 5 0,20095 past_weeks past weeks car now time garage 6 0,27397 weeks last worried two two_weeks last_two last_two_weeks 7 0,24278 worry people state lack constant worry_future general 8 0,24157 day worries work time couple feelings concern 9 0,3334 worried worry covid also family work due 10 0,2216 time day people away see house get 11 0,29795 worried things worry think just future going 12 0,1991 good never usually happy husband reasons depression 13 0,19464 worst aspect across stable presentation thought came 14 0,28218 job going able back go new may 15 0,24607 life spend days income way possible seems 16 0,26745 worried state case aspects left move waiting 17 0,1951 age son week old eating enough support 18 0,22594 pain stressful decisions corona worrying coming corona_virus 19 0,23561 health mental mental_health example world positive virus Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,1104] Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,3496 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,28992 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,28082 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,28455 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,27182 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,26958 anxiety depression feelings happy many things normal 1 0,26668 thoughts panic anxiety sleep difficult often mind 2 0,17639 find seem trip debts someone find_worrying worries_also 3 0,15594 becoming masks becoming_ill area worried_covid ill partly 4 0,17507 past past_two_weeks past_two two_weeks weeks two worried_past 5 0,17354 past_weeks past weeks car issues weeks_worry ever 6 0,30664 last weeks two two_weeks last_two last_two_weeks worried 7 0,21325 state constant concerned however state_worry constant_state daily 8 0,20877 worries couple issues friends still couple_weeks overwhelmed 9 0,42559 worried worry covid work also family job 10 0,20614 time day see every even people away 11 0,35758 worried things worry life feel like think 12 0,16798 career instead never best seem wife tend_worry 13 0,15665 problem across get_back various source probably experiences 14 0,2816 pay bills university job starting able others 15 0,20162 keep illness within hit anyone anyway future_happen 16 0,22167 always aspects depressed waiting important think_much events 17 0,1558 son age old enough month eating doctors 18 0,18609 pain left office worrying coming viva okay 19 0,20485 mental mental_health health conditions recently pre particularly Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12295] Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,26453 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,21369 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,20602 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,21364 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,19943 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23939 feelings depression happy worry_anxiety periods financial makes 1 0,2464 panic difficult thoughts aspects sleep attacks concentrate 2 0,14702 back_normal find trip places fine find_worrying said 3 0,13499 masks becoming_ill area main becoming government partly 4 0,15177 past past_two_weeks past_two two weeks two_weeks worried_past 5 0,14121 past_weeks weeks past car got specific relationship 6 0,29774 weeks last two two_weeks last_two last_two_weeks worried_last 7 0,18173 constant constant_state state_worry constant_state_worry present furlough terrible 8 0,17938 couple couple_weeks last_couple situations last_couple_weeks drinking bothered 9 0,5999 worried worry covid work also time things 10 0,18142 calm period first though first_time rather came 11 0,46003 worried feel things just think everything anxious 12 0,14564 concern elderly increasing losing significant dying life_also 13 0,13121 course presentation sure well worried_course make_sure anxious_alot 14 0,23629 new starting bills university pay mostly pay_bills 15 0,16355 another uncertain becoming worried_usual company sometimes_feel crisis 16 0,18043 case important waiting risk state_worry write_aspects write 17 0,12548 son age enough old month eating next 18 0,15761 pain therefore week resulting viva colleagues phd 19 0,17192 mental mental_health health pre virus conditions positive Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13668] Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,18876 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,11519 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,09607 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,09466 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,10425 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20067 exercise graduated wake life_family realise getting_covid feelings_worry_anxiety 1 0,21511 thoughts attacks stay without causing panic_attacks aspects 2 0,1241 takes long_time hit trip holiday busy mortgage 3 0,11926 social ill becoming_ill distancing age government found 4 0,13647 past_two_weeks past_two two past two_weeks worried_past worried_past_two 5 0,12521 car garage summer distance debt kept broke 6 0,26594 weeks two_weeks last two last_two last_two_weeks worried_last 7 0,15995 four furlough constant_state_worry sense furlough_worried extreme lose 8 0,15564 couple couple_weeks last_couple last_couple_weeks situations full jobs 9 0,81575 worried worry things feel life covid time 10 0,15191 first_time first sister came gave talk use 11 0,50464 everything anything just care course make great 12 0,12785 university next optimistic significant potential coming sore 13 0,11856 across worried_lot probably presentation mental lonely various 14 0,19212 term starting long_term get factors short second 15 0,14344 terrified worried_money call done makes_feel people unfortunately 16 0,15124 state_worry important depressed aspects case seem write_aspects 17 0,10956 son age old enough since eat lose 18 0,13611 pain although therefore viva harder loved also_worrying 19 0,1479 mental mental_health office conditions health pre working Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15847] Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -11,05093 Nov. 19, 2024 3:26:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -11,03179 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -11,02279 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -11,03244 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -11,04366 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,1697 peace passed current_covid experienced bigger jobs centre 1 0,19071 thoughts aspects attacks panic_attacks causing sleep experience 2 0,11212 looking catching trip buying elderly new lack 3 0,10491 masks area social becoming_ill distancing partly town 4 0,12058 two_weeks past_two_weeks past_two past two worried_past worried_past_two 5 0,11292 car going_able broke tend causes years said 6 0,23173 last two two_weeks last_two last_two_weeks weeks worried_last 7 0,14682 furlough drinking drinking_much health_family worried_know furlough_worried bed 8 0,14129 couple couple_weeks last_couple last_couple_weeks due_covid lost overwhelming 9 1,06965 worried worry things feel covid life time 10 0,12347 longer came first_time less_worried sister running reaction 11 0,40282 im mother heart experiences person constant_state_worry care 12 0,11944 university significant optimistic potential periods_worry debts become 13 0,11031 miss seems fact overthinking members inducing tense 14 0,16316 term long_term long short factors sick worried_lot_recently 15 0,13146 business main sore ago fall self meet 16 0,13436 leave four write_aspects left tinnitus chronic aunt 17 0,09744 age son old eating years wrong go_wrong 18 0,12726 pain physical coming viva debt body moderately_worried 19 0,12829 virus vulnerable conditions unemployed pre_existing existing diabetes Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16809] Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -11,0186 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -11,00141 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,99133 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,98244 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -11,00853 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15253 tend mind becoming love night fear concentrate_one 1 0,16733 aspects thoughts attacks panic_attacks aspects_life suffer causing 2 0,10197 get find holiday huge trip global believe 3 0,09835 ill continue masks becoming_ill distancing government social 4 0,11258 two past_two past_two_weeks two_weeks worried_past worried_past_two issues 5 0,10355 car ask broke ever case modest filter 6 0,20289 two two_weeks last_two last_two_weeks last weeks worried_last_two 7 0,13875 much drinking furlough month drinking_much worry_may status 8 0,13178 couple couple_weeks last_couple last_couple_weeks important lost pressure 9 1,28014 worried worry things weeks feel covid life 10 0,11187 came garage meant despite negative lot_time sister 11 0,29178 ever safe main worry_anxiety people_also really_worried support 12 0,11208 struggle forward university potential move impossible significant 13 0,10646 hoping seems strong focus online probably experiences 14 0,14486 term long_term short groups things_like long constantly_worry 15 0,12133 best im sore source throat debts dont 16 0,12432 feeling_anxious case waiting son closer nights gone 17 0,0884 age son old wrong years arrangements eating 18 0,11685 pain viva economic work week thoughts coming 19 0,11835 example virus vulnerable asthma pre conditions pre_existing Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17157] Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,97212 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,96558 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,93948 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,94195 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,96576 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,136 daughter loved_ones debt related_worries surge eat minor 1 0,15638 aspects attacks panic_attacks panic aspects_life severe write_aspects 2 0,09928 scenarios future_worry lot_less trip takes short happen 3 0,09644 social government masks town becoming_ill area distancing 4 0,10958 two_weeks worried_past_two past_two results past_two_weeks bed issues 5 0,09782 car said leaving pay panic_attack broke appointment 6 0,16747 two_weeks two last_two last_two_weeks last weeks worried_last_two 7 0,13018 increasing restrictions furlough contract family_members began helps 8 0,1251 couple couple_weeks last_couple last_couple_weeks lost worried_due parent 9 1,42372 worried worry things feel weeks covid time 10 0,09921 first period sister came first_time months reaction 11 0,22789 works family_friends contact open hands hard_concentrate ongoing 12 0,10939 struggle university potential forward periods_worry changes student 13 0,10175 get_bed family_members seems stable presentation started number 14 0,12673 term long_term short related worried_lot symptoms debt 15 0,12025 im reasons ability dont continue currently sore 16 0,11881 unknown e lonely escape tinnitus g e_g 17 0,08421 age son years holiday old eating car 18 0,11185 pain last_week pass chronic viva office amount 19 0,11332 example virus cant pre conditions looking_job vulnerable Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17646] Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,96028 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,92506 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,94388 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,94903 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,94405 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13018 big kept course tend_worry generally_worried go_wrong make_sure 1 0,14186 aspects attacks panic_attacks important aspects_life really_worried personal 2 0,09638 think lot_less whilst trip dangerous improvement takes 3 0,0921 ill social becoming_ill social_distancing partly poor worried_catching 4 0,10321 results country issues exams think_country_going going_backwards country_going_backwards 5 0,09246 car chest weather broke gets comfortable none 6 0,15838 two last_two last_two_weeks two_weeks last worried_last_two weeks 7 0,12137 losing losing_job concerned furlough decision become increasing 8 0,12261 couple couple_weeks last_couple last_couple_weeks bad convinced positive_want 9 1,51101 worried worry things weeks feel life covid 10 0,09371 done came first_time first sister public_transport worried_covid 11 0,19171 financial state_worry status many_things naturally feelings_worry constant_state_worry 12 0,10746 university september arrangements struggle significant lot_worry periods_worry 13 0,09897 experiences health_also answers impact_covid get_bed across various 14 0,12032 term long_term short control_things enough contact since 15 0,11242 now im course dont need drinking_much sore 16 0,11609 moments drinking still e tinnitus time pre_existing_health 17 0,07837 son age old enough support eating holiday 18 0,11355 pain viva experienced pass course negative relax 19 0,10986 conditions example pre pre_existing existing diabetes health Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18425] Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,94371 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,93226 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,93542 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,92386 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,90438 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12947 likely struggling faith worry_state inability stressed_worried follow 1 0,13463 aspects attacks important overwhelmed finding write disorder 2 0,09376 less sick plans makes_worry lot_less huge whilst 3 0,08961 catching worried_catching miss elderly becoming partly poor 4 0,09826 country exams live think_country_going think_country going_backwards country_going_backwards 5 0,09126 car ask broke various impossible ever_going least 6 0,14706 last_two_weeks last_two last two worried_last_two two_weeks weeks 7 0,11643 thoughts drinking furlough job_losses worried_something food began 8 0,12035 couple couple_weeks last_couple last_couple_weeks many_things rest parent 9 1,56483 worried worry weeks things feel covid life 10 0,08741 first came first_time relaxed away holiday sister 11 0,1689 bed huge entire worry_moment get_bed climate comfortable 12 0,10316 month significant yes_worried sore cancer see situation_covid 13 0,09812 answers god online mother irritable stomach seem 14 0,11534 term short long long_term social factors worried_lot_recently 15 0,11018 im help relationships overthink stable presentation okay 16 0,11474 case open status tinnitus switch feeling_way case_numbers 17 0,07736 age son old eating eat car wrong 18 0,1102 pain viva lost worried_lately scenarios leave harder 19 0,10807 virus conditions pre pre_existing existing diabetes arrangements Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18868] Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93145 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,89203 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90463 Nov. 19, 2024 3:26:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,92581 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,91821 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12312 complete worried_work phd im heart high_risk whether 1 0,12964 aspects attacks aspects_life causing panic_attacks overthinking write_aspects 2 0,09085 office move worry_past worried_going_back lot_less back_university global 3 0,09142 government miss area partly poor masks town 4 0,09247 country results exams think_country_going think_country going_backwards exam 5 0,08917 car takes broke okay finally completely something 6 0,14171 last_two two last_two_weeks two_weeks last worried_last_two worried_last 7 0,11528 furlough helps drinking_much worried_catching furlough_worried began terrible 8 0,11945 couple_weeks couple last_couple full last_couple_weeks unemployed mental_health_feel 9 1,60039 worried worry weeks things feel covid life 10 0,08555 sister came playing time reaction shops first_time 11 0,14918 bed felt tomorrow chest feel_anxious get_bed forward 12 0,10195 potential month sore optimistic significant periods_worry worry_going 13 0,09665 overly years others facing person ill_health answers 14 0,10661 term short long_term dire family_member factors worried_lot_recently 15 0,106 dont drinking stop arrangements peoples mother increasing 16 0,1149 best forward passed due_current mortgage making family_finances 17 0,07529 son age eating old go_wrong nursery wrong 18 0,10633 pain viva just contract course stomach catching_coronavirus 19 0,10384 conditions asthma vulnerable pre pre_existing existing diabetes Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18892] Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,90501 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,90583 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,9062 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,88312 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,90542 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11784 worried_people weeks_worry best nights relatives worried_life worry_also 1 0,12605 aspects attacks panic_attacks aspects_life corona_virus write worried_aspects 2 0,08896 lot_less feel_lot global even_though drop made_feel weeks_pandemic 3 0,08825 catching becoming social miss town social_distancing age 4 0,09352 results issues exams country reasons comes think_country_going 5 0,08949 car viva garage tend broke summer holiday 6 0,14459 last_two two_weeks last_two_weeks two weeks last worried_last_two 7 0,11359 furlough concern_worry political worrying_lot worried_know remember_job furlough_worried_know 8 0,11443 couple couple_weeks last_couple last_couple_weeks full attacks works 9 1,61982 worried worry things weeks feel covid life 10 0,0829 covid_situation months went sister came reaction away 11 0,13687 bed get_bed constant_state much_worse shop stayed stay_bed 12 0,10298 unable office daily sore impact_covid significant busy 13 0,09304 rather answers near something health_grounds grounds gets_worse 14 0,10469 term long_term short long safety arrangements ongoing_pandemic 15 0,10596 increasing dont feelings_worry outside ive feeling_way numbers 16 0,11432 every_time best worried_usual small_things one_day tinnitus concerning 17 0,0738 son age old good_enough therapy case nursery 18 0,10441 pain important use losing_job level toilet feel_better 19 0,10322 example virus pre conditions vulnerable pre_existing existing Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19107] Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89543 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,8984 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,89591 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,88646 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,88275 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11293 viva pain meant continue go_wrong cat underlying 1 0,12359 aspects corona corona_virus strong write write_aspects pass 2 0,08658 less_worried period lot_less application meant since_beginning nerves 3 0,08147 government miss masks area worried_catching becoming_ill distancing 4 0,09113 country exams issues reasons think_country_going think_country going_backwards 5 0,08187 car garage said broke asking distance_away order 6 0,14106 last_two last_two_weeks two two_weeks worried_last worried_last_two two_weeks_felt 7 0,1112 unknown month furlough complete happening began transport 8 0,11859 couple couple_weeks last_couple last_couple_weeks nervous_anxious full lots 9 1,6281 worried worry weeks things feel last life 10 0,08334 months came depressed trouble covid_situation colleagues effect 11 0,1296 bed entire get_bed wake health_grounds terrible retire 12 0,10052 office workload sore periods_worry concern drinking debts 13 0,09331 financial_situation experiences rather covid find_difficult young_family stop_thinking 14 0,10334 term long_term short long situation mentally trip 15 0,10199 im day_day dont fact stops definitely_worried try_think 16 0,11133 avoid generally tinnitus anything_last gets_worse feel_though work_due 17 0,07349 son age old enough good_enough tell therapy 18 0,10831 pain course increased well_worry point chronic catching_coronavirus 19 0,1065 looking conditions virus looking_job pre pre_existing existing Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19178] Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,87858 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,87911 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,88262 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88473 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87324 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11055 pain viva furlough plans put four_months come 1 0,12159 aspects write_aspects healthy self managed meaningful anxiety_inducing 2 0,08246 less_worried spend lot_less meant loan office else 3 0,07778 age ill miss visiting becoming_ill distancing government 4 0,08873 reasons results country think_country_going think_country going_backwards country_going_backwards 5 0,08342 car want back_work garage ask broke distance 6 0,13617 last_two last_two_weeks two two_weeks worried_last worried_last_two last 7 0,10886 made redundant made_redundant sore ago open pay_bills 8 0,11789 couple couple_weeks last_couple_weeks part last_couple struggle drinking_much 9 1,63178 worried worry things weeks feel covid life 10 0,08475 sister caused talk along stopped race area 11 0,12074 tomorrow bed self part first_time worried_just personal_life 12 0,09981 office coming periods restrictions planning source many_people 13 0,0971 career experiences place gone grow actually good_mental_health 14 0,10018 term long_term short political number long dire 15 0,10185 im thinking dont groups stressful organisation meeting 16 0,11203 regarding various avoid climate worried_various tinnitus death 17 0,07379 son age old car enough worry_good_enough worry_good 18 0,10899 pain debts weather going helps hits passes 19 0,10411 conditions starting pre asthma university optimistic remain Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19522] Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,90076 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,88447 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,8797 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90767 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,87774 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11142 feelings furlough overwhelmed change plans furlough_worried seems_like 1 0,11996 aspects friend various write_aspects lived meaningful write 2 0,08353 mental_health_feel health_feel period came garden bout drop 3 0,0779 catching miss age ill worried_catching distancing government 4 0,08749 exams issues results country lately reasons help 5 0,08351 car chest broke gets useless without worse 6 0,13332 last_two last_two_weeks two_weeks two last worried_last worried_last_two 7 0,10878 important drinking constant_state redundancy month routine sense 8 0,11394 couple couple_weeks last_couple last_couple_weeks self matter lot_things 9 1,63497 worried worry weeks things feel life covid 10 0,08628 calm first_time never shops reaction spent social 11 0,11991 worry_things severe extent future_going believe symptoms complete 12 0,1003 masks coming wearing_masks things_life lives things_control office 13 0,09578 complete experiences ones stopped starting starting_new gone 14 0,095 term short long_term political dire worried_lot_recently lot_recently 15 0,10069 dont im every_time stop_thinking peoples presentation love 16 0,1111 case able_find increasing worried_things e tinnitus g 17 0,07313 son age eating old eat nursery tell 18 0,1071 pain viva sore cancer hot feelings_worry throat 19 0,10325 virus conditions vulnerable pre asthma pre_existing infected Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19288] Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,87742 Nov. 19, 2024 3:26:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 4 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of PHQ9tot was saved in: ./results/seed_42/test_linear_regression_PHQ9tot.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." User specifies the topis as popout in the scatter legend. User-specified topics for popout. [1] "The grid plot legends are saved in the save_dir." [ FAIL 0 | WARN 14 | SKIP 5 | PASS 87 ] ══ Skipped tests (5) ═══════════════════════════════════════════════════════════ • empty test (5): 'test_1_7_topicsGridPlot.R:11:1', 'test_1_7_topicsGridPlot.R:139:1', 'test_1_7_topicsGridPlot.R:183:1', 'test_1_7_topicsGridPlot.R:243:1', 'test_1_7_topicsGridPlot.R:299:1' [ FAIL 0 | WARN 14 | SKIP 5 | PASS 87 ] > > proc.time() user system elapsed 340.46 18.92 918.06