Parameter Value
hashtag #combine19
start_day 2019-12-09
end_day 2019-12-09
timezone Australia/Sydney
theme theme_light
accent #4a86e8
accent2 #A4C2F3
kcore 2
topics_k 6
bigram_filter 3
fixed TRUE
seed 1

Introduction

An analysis of tweets from the #combine19 hashtag for the COMBINE Symposium 2019.

A total of 251 tweets from 77 users were collected using the rtweet R package.

1 Timeline

1.1 Tweets by day

1.2 Tweets by day and time

Filtered for dates 2019-12-09 - 2019-12-09 in the Australia/Sydney timezone.

2 Users

2.1 Top tweeters

Overall

Original

Retweets

2.2 Retweet proportion

2.3 Top tweeters timeline

2.4 Top tweeters by day

Overall

Day 1

Original

Day 1

Retweets

Day 1

3 Sources

Users

Tweets

4 Networks

4.1 Replies

The “replies network”, composed from users who reply directly to one another, coloured by PageRank.

4.2 Mentions

The “mentions network”, where users mention other users in their tweets. Filtered for a k-core of 2. Node colour and size adjusted according to PageRank score.

5 Tweet types

5.1 Retweets

Proportion

Count

Top 10

screen_name text retweet_count
AliciaOshlack Today I’m following #combine19. If you are a computational biology or bioinformatics student you should get involved in this. I’ve had 3 Combine presidents in my group! 9
lazappi

Congratulations to @Katarina_Stuart, @LinYingxin and the rest of the committee for putting together #combine19! 🎉

If you want to be involved next year consider nominating to join the @combine_au committee https://t.co/Qtre7DF2k1.
7
combine_au Our fabulous symposium organisers @Katarina_Stuart @LinYingxin kicking our day off! #combine19 https://t.co/ynboNgpTht 5
combine_au @NhiHin use zebra fish to model familial Alzheimer’s disease and demonstrate the alteration in iron homeostasis by comparing differences in the transcriptome of iron response element gene sets. @combine_au #combine19 https://t.co/iy2OCf9ess 5
YiwenWang_Eva Do you wanna to simulate more scenarios in gene family evolution? Then you cannot miss the talk of Qiuyi. He introduces a new model called IxDTL. Well done! Qiuyi! #COMBINE19 @QiuyiLi2 @MelbIntGen https://t.co/OK3AU73Z93 5
JovMaksimovic For everyone who will be attending the @abacbs post doc event at 6pm tonight in the beer garden at the Alfred Hotel (https://t.co/qzQ8iLSUtt) there will be a bar tab! Enjoy the 🍻 and say “Hi!” to Ignatius Pang who has kindly stepped in to host in my stead #combine19 #ABACBSGIW19 4
AusBiocommons We’re so pleased to be sponsoring and attending the @combine_au Symposium in Sydney today! #COMBINE19 https://t.co/ydE8RUc2Yd 4
combine_au Tingtimg Gong from @GarvanInstitute talks about challenges in calling somatic structural variants and demonstrates that more is better when it comes to using variant callers. #combine19 @combine_au https://t.co/8cUdGPeFqt 4
LinYingxin Ready for the three-day bioinformatics and computational biology conference in Sydney? 👩‍💻🧑‍💻 14 hours left for COMBINE/AYRCOB student symposium 2019 registration open! 😎#ABACBSGIW19 #combine19 #abacbs @combine_au @abacbs https://t.co/AoJ8uvJwAK 4
shazanfar

Congrats to the excellent organisers of #combine19 & all @combine_au members & exec for a fantastic year of “for students, by students” events.

2020 exec nominations are now open, I found it incredibly rewarding & highly recommend!

#ABACBSGIW19 @abacbs

https://t.co/REEA4BjOuU
4

Most retweeted

5.2 Likes

Proportion

Count

Top 10

screen_name text favorite_count
YiwenWang_Eva Come to see me at Poster 49 to talk about multivariate methods dealing with batch effects in microbiome data #COMBINE19 https://t.co/c5Quo3dCOf 38
YiwenWang_Eva Thanks for the chance to present my work #combine19 My poster is packed up and ready for ABACBS. 😉#ABACBSGIW19 https://t.co/i3l4anaUXH 30
AliciaOshlack Today I’m following #combine19. If you are a computational biology or bioinformatics student you should get involved in this. I’ve had 3 Combine presidents in my group! 26
gabefoley Thanks @combine_au for second place in the poster presentations! If you’re interested in ancestral sequence reconstruction and missed me today - come check out my talk tomorrow morning at @abacbs in Session 3c Proteomics / Metabolomics #COMBINE19 #ABACBSGIW19 https://t.co/MypibiOo41 23
LinYingxin Finally the long COMBINE day finished! 🎉Everything ran smoothly ☺️Super happy to organise this fantastic symposium with @Katarina_Stuart and the symposium committee team! You are so amazing😉I would also like to thank all the presenters, judges, attendees and sponsors!#COMBINE19 https://t.co/xDdQyUPIP5 23
askemdarling First research poster presentation done ✅ #COMBINE19 https://t.co/JUo0bbZh4r 22
PatSullivann

I really enjoyed presenting my poster on identifying splice-altering variants at #BioInfoSummer

Next up: #COMBINE19 https://t.co/nVt1PoENZZ
22
combine_au Congratulations to all the prize winners and thank you to all the judges for spending the day listening to all the talks and poster sessions! #combine19 https://t.co/QAskoXA58o 19
LinYingxin Ready for the three-day bioinformatics and computational biology conference in Sydney? 👩‍💻🧑‍💻 14 hours left for COMBINE/AYRCOB student symposium 2019 registration open! 😎#ABACBSGIW19 #combine19 #abacbs @combine_au @abacbs https://t.co/AoJ8uvJwAK 18
LeganaFingerhut Presenting my poster at #COMBINE19! Come talk to me about antimicrobial peptides, microbiomes, machine learning, genome-wide predictions, R, or R package development! @combine_au @abacbs spot 41! https://t.co/zx8ZKhAAAZ 18

Most likes

5.3 Quotes

Proportion

Count

Top 10

screen_name text quote_count
JovMaksimovic The @abacbs postdoc survey is closing tomorrow at the end of the #ABACBSGIW19 conference. If you are a newbie postdoc (#combine19), a veteran postdoc or postdoc-identifying please complete the survey and let ABACBS know how they can best support and advocate for you. https://t.co/sIObXAFeEP 1
shazanfar

Added, thanks Andrew!!

#BioInfoSummer OR @bioinfosummer OR #biocasia OR #abacbs OR @abacbs OR #GIWABACBS2019 OR #abacbs2019 OR #abacbs19 OR #COMBINE19 OR @combine_au OR #COMBINE2019 https://t.co/GcPXYQY7ML
1
HaniKim127 Excited because today I will present CiteFuse for the second time! But more excited by a tweet from @DaniKim_02 (yes our names rhyme) #combine19 @combine_au #twinsdoresearch #CPC https://t.co/sCVtJO8z3o 1
combine_au Fantastic! This year COMBINE is trialling a live streaming of the symposium. We hope that everyone can attend and benefit from the presentations. #combine19 @combine_au #LiveStreaming https://t.co/BeDs6eQvRi 1
fredjaya1 Very humbled and thrilled to be awarded the third best poster at #COMBINE19! Overall a fantastic day facilitated by an amazing and dedicated team @combine_au https://t.co/3SObVQ7jrE 1
tsonika Tyrone and Javier would love to discuss their work with you. Go say hello! #ABACBSGIW19 #COMBINE19 https://t.co/f22R3xhWcK 1
tpq__ Here is a longer form explanation of why you should do CPM(counts + 1) and not CPM(counts) + 1 #COMBINE19 #ABACBSGIW19 https://t.co/ykrK36Pslp 1

Most quoted

6 Media

Proportion

Top 10

screen_name text favorite_count
YiwenWang_Eva Come to see me at Poster 49 to talk about multivariate methods dealing with batch effects in microbiome data #COMBINE19 https://t.co/c5Quo3dCOf 38
YiwenWang_Eva Thanks for the chance to present my work #combine19 My poster is packed up and ready for ABACBS. 😉#ABACBSGIW19 https://t.co/i3l4anaUXH 30
gabefoley Thanks @combine_au for second place in the poster presentations! If you’re interested in ancestral sequence reconstruction and missed me today - come check out my talk tomorrow morning at @abacbs in Session 3c Proteomics / Metabolomics #COMBINE19 #ABACBSGIW19 https://t.co/MypibiOo41 23
LinYingxin Finally the long COMBINE day finished! 🎉Everything ran smoothly ☺️Super happy to organise this fantastic symposium with @Katarina_Stuart and the symposium committee team! You are so amazing😉I would also like to thank all the presenters, judges, attendees and sponsors!#COMBINE19 https://t.co/xDdQyUPIP5 23
askemdarling First research poster presentation done ✅ #COMBINE19 https://t.co/JUo0bbZh4r 22
PatSullivann

I really enjoyed presenting my poster on identifying splice-altering variants at #BioInfoSummer

Next up: #COMBINE19 https://t.co/nVt1PoENZZ
22
combine_au Congratulations to all the prize winners and thank you to all the judges for spending the day listening to all the talks and poster sessions! #combine19 https://t.co/QAskoXA58o 19
LinYingxin Ready for the three-day bioinformatics and computational biology conference in Sydney? 👩‍💻🧑‍💻 14 hours left for COMBINE/AYRCOB student symposium 2019 registration open! 😎#ABACBSGIW19 #combine19 #abacbs @combine_au @abacbs https://t.co/AoJ8uvJwAK 18
LeganaFingerhut Presenting my poster at #COMBINE19! Come talk to me about antimicrobial peptides, microbiomes, machine learning, genome-wide predictions, R, or R package development! @combine_au @abacbs spot 41! https://t.co/zx8ZKhAAAZ 18
MarcelDinger Thanks @combine_au for the hospitality and awesome jacaranda snow globe - love it :) #COMBINE19 https://t.co/l6J1W6UY1J 17

6.1 Most liked image

7 Tweet text

7.1 Word cloud

The top 100 words used 3 or more times.

7.2 Hashtags

Other hashtags used 5 or more times.

7.3 Emojis

7.4 Bigram graph

Words that were tweeted next to each other at least 3 times.

7.5 Topic modelling

Top 10 words associated with 6 topics identified by LDA.

7.5.1 Representative tweets

Most representative tweets for each topic

Topic 1

screen_name text gamma
BradBalderson3 log2(CPT+1) or log2(CPT(count+1)) for scRNA-seq, question by @tpq__ at #COMBINE19 to @rafalab. Tried both using data simulated with splatter. Problem with latter pseudocount is that value<1 results in log2(value)<0. Therefore 0!=0 across cells, so log2(CPT+1) wins. https://t.co/QJocuVyiMy 0.9965241
JovMaksimovic The @abacbs postdoc survey is closing tomorrow at the end of the #ABACBSGIW19 conference. If you are a newbie postdoc (#combine19), a veteran postdoc or postdoc-identifying please complete the survey and let ABACBS know how they can best support and advocate for you. https://t.co/sIObXAFeEP 0.9955073
LeganaFingerhut Presenting my poster at #COMBINE19! Come talk to me about antimicrobial peptides, microbiomes, machine learning, genome-wide predictions, R, or R package development! @combine_au @abacbs spot 41! https://t.co/zx8ZKhAAAZ 0.9945509
PNgsabrina @fredjaya1 on using bioinformatics to study cryptic species of Australian toads 🐸 Cool infographics for a fast-forward talk at #COMBINE19 https://t.co/yEwwygvXrs 0.9936496
YiwenWang_Eva Come to see me at Poster 49 to talk about multivariate methods dealing with batch effects in microbiome data #COMBINE19 https://t.co/c5Quo3dCOf 0.9923912
abacbs Hani Jieun Kim presenting some work on the multi-modal analysis of CITE-seq data #combine19 0.9915543
JasonJinxin Want to know more B cell acute lymphoblastic leukemia? Come to see Feng @alexyfyf at #COMBINE19 #combine_au poster 47 https://t.co/HNI7j3juxe 0.9905106
PNgsabrina Fast forward talk is up! And yes, I would love stability in my genes too 😂 #COMBINE19 https://t.co/9n90q7hnCJ 0.9891726
MarcelDinger Thanks @combine_au for the hospitality and awesome jacaranda snow globe - love it :) #COMBINE19 https://t.co/l6J1W6UY1J 0.9891726
wessidepraxis Genome graph must be on the bioinformatics conference bingo card #combine19 0.9873953
Katarina_Stuart Excellent talk by Hani Kim on CiteFuse #COMBINE19 https://t.co/Ss10jZv91S 0.9873953

Topic 2

screen_name text gamma
combine_au @NhiHin use zebra fish to model familial Alzheimer’s disease and demonstrate the alteration in iron homeostasis by comparing differences in the transcriptome of iron response element gene sets. @combine_au #combine19 https://t.co/iy2OCf9ess 0.9959780
LinYingxin Ready for the three-day bioinformatics and computational biology conference in Sydney? 👩‍💻🧑‍💻 14 hours left for COMBINE/AYRCOB student symposium 2019 registration open! 😎#ABACBSGIW19 #combine19 #abacbs @combine_au @abacbs https://t.co/AoJ8uvJwAK 0.9952281
shazanfar After an excellent set of student talks and posters at #combine19 we are now officially opening the #ABACBSGIW19 conference. Beginning with a Welcome to Country here on indigenous Cadigal land of the Eora country 0.9949120
abacbs Up next is Maria Satti (National Institute of Genetics, Japan) talking about comparative genomics of Bifidobacterium from Egyptian fuit bats #combine19 0.9941347
lazappi Adding #eurobioc2019 to my Tweetdeck search with #BioInfoSummer OR @Bioinfosummer OR #biocasia OR #abacbs OR @abacbs OR #GIWABACBS2019 OR #abacbs2019 OR #abacbs19 OR #COMBINE19 OR @combine_au OR #COMBINE2019 for 24 #bioinformatics conference action. 0.9936496
shazanfar And we’re well into the morning session of the #combine19 student symposium, a key part of @abacbs #ABACBSGIW19 Excellent presentations (both talks and posters) by students/ECRs today! 0.9936496
em6wong Looking forward to #combine19 student/ECR symposium and having a chat about science careers this afternoon at the careers panel! #ABACBSGIW19 0.9930771
SeqComplete #bioinformatics #bioit @PNgsabrina: ‘Stunning slides by @NhiHin from the @UofABioinfoHub on understanding Alzheimer’s disease via #bioinformatics at @combine_au #COMBINE19’ https://t.co/6IZctcnDLS, see more https://t.co/X2bD5F4Rqm 0.9930771
abacbs Rachael Bowen-James starting the mid-morning session by talking about Cancer Genomics compression #combine19 0.9930771
abacbs Ahmed Zeeshan Siddiqui (UNSW) is now talking about tissue-specific cirRNAs in normal healthy humans. #combine19 0.9930771

Topic 3

screen_name text gamma
LonsBio Great start to #combine19 with @rfroum characterising whether CRISPR-Cas is active in resistance Klebsiella pneumoniae. No time for questions, but we have Twitter! Any known limitations in the CRISPRCasFinder (e.g. FPs or FNs) when locating the cassettes? 0.9959780
shazanfar

Congrats to the excellent organisers of #combine19 & all @combine_au members & exec for a fantastic year of “for students, by students” events.

2020 exec nominations are now open, I found it incredibly rewarding & highly recommend!

#ABACBSGIW19 @abacbs

https://t.co/REEA4BjOuU
0.9955073
LonsBio #COMBINE19 awards for posters, lightning talks and talks! Nice having the judges presenting the prizes. Unable to split a few of the winners, multiple prizes! #ABACBSGIW19 0.9945509
shazanfar Congratulations to the excellent presenters (talk, lightning talk and poster) today at #combine19 !! It was a pleasure to hear all the fantastic science, but incredibly difficult to judge! 0.9945509
fredjaya1 Who else is excited for a massive week of bioinformatics? The first of presentation I’ll be giving will be a fast forward talk on frogs at #COMBINE19, come and check it out! 🐸🧬 #ABACBSGIW19 https://t.co/Y6xjqNKPxY 0.9941347
askemdarling Awesome to hear @rfroum talk about her Masters research project on CRISPR-CAS activity in Kp #COMBINE19 https://t.co/4eg6TDoXOi 0.9936496
combine_au Tingtimg Gong from @GarvanInstitute talks about challenges in calling somatic structural variants and demonstrates that more is better when it comes to using variant callers. #combine19 @combine_au https://t.co/8cUdGPeFqt 0.9936496
combine_au The first speaker of #combine19, @rfroum gives us insight into the diversity of CRISPR activity in Klebsiella pneumoniae genome. Thank you for the talk! https://t.co/lUSd7BCJ7s 0.9930771
abacbs Ilariya Tarasova (WEHII) is up next presenting the exploration of time and division-dependent gene expression during B cell division #combine19 0.9930771
abacbs Next up is Tingting Gong (Garvan) talking about somatic structural variant detection and annotation in cancer samples #combine19 0.9930771
combine_au Congratulations to all the prize winners and thank you to all the judges for spending the day listening to all the talks and poster sessions! #combine19 https://t.co/QAskoXA58o 0.9930771

Topic 4

screen_name text gamma
JovMaksimovic For everyone who will be attending the @abacbs post doc event at 6pm tonight in the beer garden at the Alfred Hotel (https://t.co/qzQ8iLSUtt) there will be a bar tab! Enjoy the 🍻 and say “Hi!” to Ignatius Pang who has kindly stepped in to host in my stead #combine19 #ABACBSGIW19 0.9963593
LinYingxin Finally the long COMBINE day finished! 🎉Everything ran smoothly ☺️Super happy to organise this fantastic symposium with @Katarina_Stuart and the symposium committee team! You are so amazing😉I would also like to thank all the presenters, judges, attendees and sponsors!#COMBINE19 https://t.co/xDdQyUPIP5 0.9961781
PNgsabrina An adaptation from the #betterposter concept, I will be presenting my poster at #COMBINE19 on my recently published work as a co-first author. Using tRNA-seq, RNA-seq, Proteomics data - a case study on how modification changes can affect protein translation. @combine_au @abacbs https://t.co/BRE69dSa5m 0.9959780
rnomics https://t.co/3pvgrx66XZ PNgsabrina: ’An adaptation from the #betterposter concept, I will be presenting my poster at #COMBINE19 on my recently published work as a co-first author. Using tRNA-seq, RNA-seq, Proteomics data - a case study on how modification changes can affect pro… 0.9957556
LonsBio @combine_au This is arguably the 10th @combine_au symposium - the existence of the second is hotly debated amongst COMBINE historians, but a truce has been declared by accepting there could be an off by one error! From humble beginnings… #combine19 https://t.co/4prr6tKHZ7 0.9949120
abacbs Alassandra Whaite from the University of the Sunshine Coast presenting proteomic work on natural protein fibers from molluscs and spiders. Facinating area of study! #combine19 0.9941347
Katarina_Stuart Alessandra Whaite wow-ing us all with her spider and oyster wrangling skills #COMBINE19 https://t.co/Pe2imcZhfZ 0.9915543
IgnatiusPang GIW/ABACBS Conference dinner still open until end of tonight. Please speak to registrations desk if you want to get a ticket. #ABACBSGIW19 #COMBINE19 0.9915543
combine_au Next up is @gerrythill talking about limitations of current pangenomic analytical tools! What goes in must come out! #combine19 https://t.co/bDfyJlfIzj 0.9905106
AusBiocommons We’re so pleased to be sponsoring and attending the @combine_au Symposium in Sydney today! #COMBINE19 https://t.co/ydE8RUc2Yd 0.9891726

Topic 5

screen_name text gamma
combine_au Machine learning on breast cancer genomic data. Richard Lupat demonstrates the use of deep learning based models to classify breast cabcer cell types. @combine_au #combine19 @PeterMacCC https://t.co/52GQDuq5Hg 0.9961781
LonsBio Great talk by Richard Lupat from @PeterMacRes on using autoencoders to find relevant features for further model building to classify breast cancers from high dimensional genomic data #combine19 0.9949120
abacbs Richard Lupat (Peter MacCullum Cancer Centre) talking about Deep Learning for feature etraction in Breast Cancer data #combine19 0.9945509
combine_au Fantastic! This year COMBINE is trialling a live streaming of the symposium. We hope that everyone can attend and benefit from the presentations. #combine19 @combine_au #LiveStreaming https://t.co/BeDs6eQvRi 0.9936496
abacbs We also had a very cool talk from Marina Reixachs (ANU) on ribosomal profiling on isoforms. Always hard being the first talk after lunch #combine19 #sofull 0.9936496
shazanfar

Although the #combine19 program is not yet over! See the program for the remaining events for today: careers panel & social event

https://t.co/QgOSBbWe1p

Students at #ABACBSGIW19 take note!
0.9936496
LonsBio That’s two #COMBINE19 talks so far today mentioning autoencoders, will have to pick the brains of @rlupat and @pabloacera91 at lunch time - seems a very useful technique for biological applications 0.9936496
HaniKim127 Excited because today I will present CiteFuse for the second time! But more excited by a tweet from @DaniKim_02 (yes our names rhyme) #combine19 @combine_au #twinsdoresearch #CPC https://t.co/sCVtJO8z3o 0.9930771
samleechch Very good representation of what autoencoders want to do from PAO’s talk on deep learning over @nanopore signal data #combine19 https://t.co/N41mYIrP5F 0.9923912
PNgsabrina Interesting deep clustering #MachineLearning approach by Pablos to detect modifications on nanopore reads #COMBINE19 https://t.co/t2XwRnHNwY 0.9923912

Topic 6

screen_name text gamma
dumeir Started #COMBINE19 with an excellent presentation by my friend @rfroum and ended with an insightful career panel by @rafalab, @MarcelDinger, Dr Denis Bauer and Dr Emily Wong. Thank you @combine_au for allowing me to be an abstract reviewer and see you tomorrow for #ABACBSGIW19! 0.9961781
YiwenWang_Eva Do you wanna to simulate more scenarios in gene family evolution? Then you cannot miss the talk of Qiuyi. He introduces a new model called IxDTL. Well done! Qiuyi! #COMBINE19 @QiuyiLi2 @MelbIntGen https://t.co/OK3AU73Z93 0.9955073
gabefoley Thanks @combine_au for second place in the poster presentations! If you’re interested in ancestral sequence reconstruction and missed me today - come check out my talk tomorrow morning at @abacbs in Session 3c Proteomics / Metabolomics #COMBINE19 #ABACBSGIW19 https://t.co/MypibiOo41 0.9952281
abacbs Quiyi Li (UniMelbourne) talking about “IxDTL a flexible model of gene family evolution”. Love the beamer slides #latex #respect #combine19 0.9949120
abacbs Gerry Tonkin-Hill from the Sanger Centre (UK) presenting a cautionary tale of errors and contamination in bacterial Pangenome analyses #combine19 0.9941347
SameOld_SamOld Presenting my poster at #combine19 today! Come see me to hear about doing a deep dive on bulk RNA-Seq to characterise rare cells using my Shiny app ☺️ https://t.co/dMVmSudbjD 0.9941347
LinYingxin COMBINE/AYRCOB symposium career panel starts now 🤩 panelists include @rafalab @MarcelDinger @allPowerde @em6wong #COMBINE19 https://t.co/NHfgwQet5o 0.9930771
abacbs Xiangnan Xu (USyd) rounding off the session with his talk on Nutrigenomics data analysis #combine19 0.9915543
Katarina_Stuart Xiqngnan Xu closing off the COMBINE 2019 student talks with his presentation on nutrigenomics #COMBINE19 https://t.co/PyRnHu0vF3 0.9915543
combine_au Thank you @marinareixachs from the ANU and Ahmad Siddiqui from @UNSW for opening the third and last session of the COMBINE symposium. #combine19 https://t.co/lh7UIBxEBo 0.9905106
AZadoorian22 Thanks @rafalab, @MarcelDinger, @allPowerde and @em6wong for all your excellent advice at the #combine19 @CPC_EMCR career panel tonight! https://t.co/PCgAcJ4tyW 0.9905106

Session info

## ─ Session info ───────────────────────────────────────────────────────────────
##  setting  value                       
##  version  R version 4.0.0 (2020-04-24)
##  os       macOS Catalina 10.15.6      
##  system   x86_64, darwin17.0          
##  ui       X11                         
##  language (EN)                        
##  collate  en_US.UTF-8                 
##  ctype    en_US.UTF-8                 
##  tz       Europe/Berlin               
##  date     2020-09-01                  
## 
## ─ Packages ───────────────────────────────────────────────────────────────────
##  package      * version    date       lib source                          
##  askpass        1.1        2019-01-13 [1] CRAN (R 4.0.0)                  
##  assertthat     0.2.1      2019-03-21 [1] CRAN (R 4.0.0)                  
##  backports      1.1.8      2020-06-17 [1] CRAN (R 4.0.0)                  
##  bitops         1.0-6      2013-08-17 [1] CRAN (R 4.0.0)                  
##  callr          3.4.3      2020-03-28 [1] CRAN (R 4.0.0)                  
##  clamour      * 0.1.0      2020-09-01 [1] Github (lazappi/clamour@c8ea1c7)
##  cli            2.0.2      2020-02-28 [1] CRAN (R 4.0.0)                  
##  colorspace     1.4-1      2019-03-18 [1] CRAN (R 4.0.0)                  
##  crayon         1.3.4      2017-09-16 [1] CRAN (R 4.0.0)                  
##  curl           4.3        2019-12-02 [1] CRAN (R 4.0.0)                  
##  digest         0.6.25     2020-02-23 [1] CRAN (R 4.0.0)                  
##  dplyr        * 1.0.1      2020-07-31 [1] CRAN (R 4.0.2)                  
##  ellipsis       0.3.1      2020-05-15 [1] CRAN (R 4.0.0)                  
##  emo          * 0.0.0.9000 2020-08-17 [1] Github (hadley/emo@3f03b11)     
##  evaluate       0.14       2019-05-28 [1] CRAN (R 4.0.0)                  
##  fansi          0.4.1      2020-01-08 [1] CRAN (R 4.0.0)                  
##  farver         2.0.3      2020-01-16 [1] CRAN (R 4.0.0)                  
##  forcats      * 0.5.0      2020-03-01 [1] CRAN (R 4.0.0)                  
##  fs           * 1.5.0      2020-07-31 [1] CRAN (R 4.0.2)                  
##  generics       0.0.2      2018-11-29 [1] CRAN (R 4.0.0)                  
##  ggforce        0.3.2      2020-06-23 [1] CRAN (R 4.0.2)                  
##  ggplot2      * 3.3.2      2020-06-19 [1] CRAN (R 4.0.2)                  
##  ggraph       * 2.0.3      2020-05-20 [1] CRAN (R 4.0.0)                  
##  ggrepel      * 0.8.2      2020-03-08 [1] CRAN (R 4.0.0)                  
##  ggtext       * 0.1.0      2020-06-04 [1] CRAN (R 4.0.2)                  
##  glue           1.4.1      2020-05-13 [1] CRAN (R 4.0.0)                  
##  graphlayouts   0.7.0      2020-04-25 [1] CRAN (R 4.0.0)                  
##  gridExtra      2.3        2017-09-09 [1] CRAN (R 4.0.0)                  
##  gridtext       0.1.1      2020-02-24 [1] CRAN (R 4.0.2)                  
##  gtable         0.3.0      2019-03-25 [1] CRAN (R 4.0.0)                  
##  here         * 0.1        2017-05-28 [1] CRAN (R 4.0.0)                  
##  highr          0.8        2019-03-20 [1] CRAN (R 4.0.0)                  
##  htmltools      0.5.0      2020-06-16 [1] CRAN (R 4.0.0)                  
##  httr           1.4.2      2020-07-20 [1] CRAN (R 4.0.2)                  
##  igraph       * 1.2.5      2020-03-19 [1] CRAN (R 4.0.0)                  
##  janeaustenr    0.1.5      2017-06-10 [1] CRAN (R 4.0.0)                  
##  jsonlite       1.7.0      2020-06-25 [1] CRAN (R 4.0.0)                  
##  kableExtra   * 1.2.1      2020-08-27 [1] CRAN (R 4.0.2)                  
##  knitr        * 1.29       2020-06-23 [1] CRAN (R 4.0.0)                  
##  labeling       0.3        2014-08-23 [1] CRAN (R 4.0.0)                  
##  lattice        0.20-41    2020-04-02 [1] CRAN (R 4.0.0)                  
##  lifecycle      0.2.0      2020-03-06 [1] CRAN (R 4.0.0)                  
##  lubridate    * 1.7.9      2020-06-08 [1] CRAN (R 4.0.0)                  
##  magick       * 2.4.0      2020-06-23 [1] CRAN (R 4.0.0)                  
##  magrittr       1.5        2014-11-22 [1] CRAN (R 4.0.0)                  
##  markdown       1.1        2019-08-07 [1] CRAN (R 4.0.0)                  
##  MASS           7.3-51.6   2020-04-26 [1] CRAN (R 4.0.0)                  
##  Matrix         1.2-18     2019-11-27 [1] CRAN (R 4.0.0)                  
##  modeltools     0.2-23     2020-03-05 [1] CRAN (R 4.0.0)                  
##  munsell        0.5.0      2018-06-12 [1] CRAN (R 4.0.0)                  
##  NLP            0.2-0      2018-10-18 [1] CRAN (R 4.0.0)                  
##  openssl        1.4.2      2020-06-27 [1] CRAN (R 4.0.0)                  
##  pillar         1.4.6      2020-07-10 [1] CRAN (R 4.0.2)                  
##  pkgconfig      2.0.3      2019-09-22 [1] CRAN (R 4.0.0)                  
##  plyr           1.8.6      2020-03-03 [1] CRAN (R 4.0.0)                  
##  png            0.1-7      2013-12-03 [1] CRAN (R 4.0.0)                  
##  polyclip       1.10-0     2019-03-14 [1] CRAN (R 4.0.0)                  
##  processx       3.4.3      2020-07-05 [1] CRAN (R 4.0.2)                  
##  ps             1.3.3      2020-05-08 [1] CRAN (R 4.0.0)                  
##  purrr        * 0.3.4      2020-04-17 [1] CRAN (R 4.0.0)                  
##  R6             2.4.1      2019-11-12 [1] CRAN (R 4.0.0)                  
##  RColorBrewer * 1.1-2      2014-12-07 [1] CRAN (R 4.0.0)                  
##  Rcpp           1.0.5      2020-07-06 [1] CRAN (R 4.0.0)                  
##  RCurl          1.98-1.2   2020-04-18 [1] CRAN (R 4.0.0)                  
##  reshape2       1.4.4      2020-04-09 [1] CRAN (R 4.0.0)                  
##  rlang          0.4.7      2020-07-09 [1] CRAN (R 4.0.2)                  
##  rmarkdown      2.3        2020-06-18 [1] CRAN (R 4.0.0)                  
##  rprojroot      1.3-2      2018-01-03 [1] CRAN (R 4.0.0)                  
##  rstudioapi     0.11       2020-02-07 [1] CRAN (R 4.0.0)                  
##  rtweet       * 0.7.0      2020-01-08 [1] CRAN (R 4.0.0)                  
##  rvest        * 0.3.6      2020-07-25 [1] CRAN (R 4.0.2)                  
##  scales         1.1.1      2020-05-11 [1] CRAN (R 4.0.0)                  
##  selectr        0.4-2      2019-11-20 [1] CRAN (R 4.0.0)                  
##  sessioninfo    1.1.1      2018-11-05 [1] CRAN (R 4.0.0)                  
##  slam           0.1-47     2019-12-21 [1] CRAN (R 4.0.0)                  
##  SnowballC      0.7.0      2020-04-01 [1] CRAN (R 4.0.0)                  
##  stringi        1.4.6      2020-02-17 [1] CRAN (R 4.0.0)                  
##  stringr      * 1.4.0      2019-02-10 [1] CRAN (R 4.0.0)                  
##  tibble         3.0.3      2020-07-10 [1] CRAN (R 4.0.2)                  
##  tidygraph      1.2.0      2020-05-12 [1] CRAN (R 4.0.0)                  
##  tidyr        * 1.1.1      2020-07-31 [1] CRAN (R 4.0.2)                  
##  tidyselect     1.1.0      2020-05-11 [1] CRAN (R 4.0.0)                  
##  tidytext     * 0.2.5      2020-07-11 [1] CRAN (R 4.0.2)                  
##  tm             0.7-7      2019-12-12 [1] CRAN (R 4.0.0)                  
##  tokenizers     0.2.1      2018-03-29 [1] CRAN (R 4.0.0)                  
##  topicmodels  * 0.2-11     2020-04-19 [1] CRAN (R 4.0.0)                  
##  tweenr         1.0.1      2018-12-14 [1] CRAN (R 4.0.0)                  
##  usethis        1.6.1      2020-04-29 [1] CRAN (R 4.0.0)                  
##  utf8           1.1.4      2018-05-24 [1] CRAN (R 4.0.0)                  
##  vctrs          0.3.2      2020-07-15 [1] CRAN (R 4.0.2)                  
##  viridis      * 0.5.1      2018-03-29 [1] CRAN (R 4.0.0)                  
##  viridisLite  * 0.3.0      2018-02-01 [1] CRAN (R 4.0.0)                  
##  webshot      * 0.5.2      2019-11-22 [1] CRAN (R 4.0.0)                  
##  withr          2.2.0      2020-04-20 [1] CRAN (R 4.0.0)                  
##  wordcloud    * 2.6        2018-08-24 [1] CRAN (R 4.0.0)                  
##  xfun           0.16       2020-07-24 [1] CRAN (R 4.0.2)                  
##  xml2         * 1.3.2      2020-04-23 [1] CRAN (R 4.0.0)                  
##  yaml           2.2.1      2020-02-01 [1] CRAN (R 4.0.0)                  
## 
## [1] /Library/Frameworks/R.framework/Versions/4.0/Resources/library