Parameters

Parameter Value
hashtag #CDSB2020
start_day 2020-08-03
end_day 2020-08-07
timezone America/New_York
theme theme_light
accent #0092ac
accent2 #87b13f
kcore 2
topics_k 6
bigram_filter 3
fixed FALSE
seed 1

1 Introduction

An analysis of tweets from the #CDSB2020 hashtag for the CDSB 2020 workshop, 3-7 August 2020 online (originally planned in Cuernavaca, Morelos, Mexico).

2 Timeline

2.1 Tweets by day

2.2 Tweets by day and time

Filtered for dates 2020-08-03 - 2020-08-07 in the America/New_York timezone.

3 Users

3.1 Top tweeters

Overall

Original

Retweets

3.2 Retweet proportion

3.3 Top tweeters timeline

3.4 Top tweeters by day

Overall

Day 1

Day 2

Day 3

Day 4

Day 5

Original

Day 1

Day 2

Day 3

Day 4

Day 5

Retweets

Day 1

Day 2

Day 3

Day 4

Day 5

4 Sources

5 Networks

5.1 Replies

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

5.2 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.

6 Tweet types

6.1 Retweets

Proportion

Count

Top 10

screen_name text retweet_count
fellgernon

Join me tomorrow to learn about “Promoting the Next Wave of Developers in Latin America Starting in Mexico” 🇲🇽 at 1pm EST w/ Margaret Taub @RLadiesBmore & Randi García @randiLgarcia

https://t.co/tFV5oyXjun

https://t.co/W7E1PkEsLv

#JSM2020 #CDSB2020 @CDSBMexico https://t.co/baSzDCKi8T
11
JoelSM27

Ready for day #2. Building workflows with @rstudio and #Bioconductor. Yesterday was lit !! Buckle up everyone for another day of #DataScience

#CDSB2020

@CDSBMexico @fellgernon @josschavezf1 @Alabasti https://t.co/xUlIPQt6Vy
9
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM @AnaBetty2304 @RLadies_Qro @markrobinsonca @yalbi_ibm @RespiraINER @lcgunam @ccg_unam @rdv_chio @M2RUseR @Bioconductor @LeviWaldron1 @BarjonCar @EmilianoSotel10 @josschavezf1 @RLadiesCuerna @VjimenezJacinto @ibt_unam @rstudio @areyesq @wolfgangkhuber @rafalab @Novartis Leonardo Collado Torres @fellgernon is a co-founder & CDSB member + the 2nd main #CDSB2020 instructor

He is a BioC vet, part of the @Bioconductor Community Advisory Board, has 3 #BioC2020 presentations tomorrow: 🚕, poster, BoF on CDSB

https://t.co/KBHzPrWXZ0

#BioC2020 #rstats https://t.co/HQWffxbylX
8
ErickCuevasF #CDSB2020 A collaborative, supportive and strong community. Thanks for your effort and dedication, you undoubtedly inspire many of us Mexican students to see beyond our limits. @CDSBMexico @fellgernon @josschavezf1 @TeresaOM @areyesq @AleMedinaRivera @M2RUseR https://t.co/8KA5GupA76 6
JoelSM27

And the community keeps getting bigger, people from all over the country (and LA) taking part in #CDSB2020 !!!

#DataScience

@CDSBMexico @fellgernon @josschavezf1 @AleMedinaRivera @areyesq @TeresaOM. https://t.co/Op6uQkPRCA
6
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM @AnaBetty2304 @RLadies_Qro @markrobinsonca @yalbi_ibm @RespiraINER @lcgunam @ccg_unam Rocío Domínguez Vidaña @rdv_chio is a Cancer Bioinformatician & Data Scientist who started her career at @lcgunam

https://t.co/xLVf6aFupq

Rocio will be a student at #CDSB2020 next week

#BioC2020 #rstats https://t.co/4kEQ5KVnwH
6
fellgernon

I know #BioC2020 isn’t over yet + next week is #CDSB2020, but I just got my #JSM2020 welcome 📦 for the virtual conf world 🌎😎

Join me at 8/4 1 pm EST for a talk about @CDSBMexico: #LatinxInSTEM at #rstats & @Bioconductor🇲🇽💪🏽

https://t.co/IM6pERkXDw

#GonnaDieFromConfOverload https://t.co/vPRKC0TCpc
6
ErickCuevasF My RStudio cowsay::say(by = “yoda”) “Do you want to know the difference between a teacher and an apprentice? The teacher has failed more times than the beginner has tried” Yoda #rstats #CDSB2020 https://t.co/4FB8kNfWqL 5
ErickCuevasF #CDSB2020 Last Day!! 5 days of much learning, today ends with the topic: Clustering and detection of differentially expressed genes scRNAseq @CDSBMexico @fellgernon https://t.co/hwtFdd80Th 5
JoelSM27 Super pumped and ready for #CDSB2020 !! schedule looks great and loaded with amazing data scientists! @CDSBMexico @fellgernon @josschavezf1 https://t.co/G1OsriCY5F 5

Most retweeted

6.2 Likes

Proportion

Count

Top 10

screen_name text favorite_count
fellgernon

Join me tomorrow to learn about “Promoting the Next Wave of Developers in Latin America Starting in Mexico” 🇲🇽 at 1pm EST w/ Margaret Taub @RLadiesBmore & Randi García @randiLgarcia

https://t.co/tFV5oyXjun

https://t.co/W7E1PkEsLv

#JSM2020 #CDSB2020 @CDSBMexico https://t.co/baSzDCKi8T
27
ErickCuevasF #CDSB2020 A collaborative, supportive and strong community. Thanks for your effort and dedication, you undoubtedly inspire many of us Mexican students to see beyond our limits. @CDSBMexico @fellgernon @josschavezf1 @TeresaOM @areyesq @AleMedinaRivera @M2RUseR https://t.co/8KA5GupA76 20
fellgernon

Trying to be at two places right now :P #JSM2020 #CDSB2020

I’m also supposed to prep my @CDSBMexico course slides 😅 for Wed-Fri https://t.co/FnAucssRTl
20
JoelSM27

Ready for day #2. Building workflows with @rstudio and #Bioconductor. Yesterday was lit !! Buckle up everyone for another day of #DataScience

#CDSB2020

@CDSBMexico @fellgernon @josschavezf1 @Alabasti https://t.co/xUlIPQt6Vy
19
PardoBree

Day 2 of #CDSB2020 workshop from the comfort of my couch.

We just finished the ‘Using Git and GitHub’ session imparted by @AleMedinaRivera. ‘Writing and documenting functions’ session is about to start. Ready to keep learning!
17
josschavezf1 Empezamos el cuarto día de #CDSB2020 💪 @fellgernon nos muestra cómo importar datos de scRNAseq y cuál es su estructura 👀 https://t.co/aKdLZvuume 15
fellgernon

I know #BioC2020 isn’t over yet + next week is #CDSB2020, but I just got my #JSM2020 welcome 📦 for the virtual conf world 🌎😎

Join me at 8/4 1 pm EST for a talk about @CDSBMexico: #LatinxInSTEM at #rstats & @Bioconductor🇲🇽💪🏽

https://t.co/IM6pERkXDw

#GonnaDieFromConfOverload https://t.co/vPRKC0TCpc
15
ErickCuevasF My RStudio cowsay::say(by = “yoda”) “Do you want to know the difference between a teacher and an apprentice? The teacher has failed more times than the beginner has tried” Yoda #rstats #CDSB2020 https://t.co/4FB8kNfWqL 14
ErickCuevasF #CDSB2020 Last Day!! 5 days of much learning, today ends with the topic: Clustering and detection of differentially expressed genes scRNAseq @CDSBMexico @fellgernon https://t.co/hwtFdd80Th 14
luisterrazassal Muy buen curso!! Muchas gracias! El próximo en Mazatlán!! #CDSB2020 @fellgernon @AleMedinaRivera 13

Most likes

6.3 Quotes

Proportion

Count

Top 10

screen_name text quote_count
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM Next @AnaBetty2304 who co-founded @RLadies_Qro after #CDSB2018 & will be a teaching assitant for #CDSB2020 Ana Betty is a BioC veteran having attended & presented at #BioC2019 her work on #PulmonDB that is now published

https://t.co/0M8I0KHbpb

https://t.co/ta7lfC23U6

#BioC2020 https://t.co/VGdi2kgA4m
1
fellgernon

Join me tomorrow to learn about “Promoting the Next Wave of Developers in Latin America Starting in Mexico” 🇲🇽 at 1pm EST w/ Margaret Taub @RLadiesBmore & Randi García @randiLgarcia

https://t.co/tFV5oyXjun

https://t.co/W7E1PkEsLv

#JSM2020 #CDSB2020 @CDSBMexico https://t.co/baSzDCKi8T
1

Most quoted

7 Media

Proportion

Top 10

screen_name text favorite_count
fellgernon

Join me tomorrow to learn about “Promoting the Next Wave of Developers in Latin America Starting in Mexico” 🇲🇽 at 1pm EST w/ Margaret Taub @RLadiesBmore & Randi García @randiLgarcia

https://t.co/tFV5oyXjun

https://t.co/W7E1PkEsLv

#JSM2020 #CDSB2020 @CDSBMexico https://t.co/baSzDCKi8T
27
ErickCuevasF #CDSB2020 A collaborative, supportive and strong community. Thanks for your effort and dedication, you undoubtedly inspire many of us Mexican students to see beyond our limits. @CDSBMexico @fellgernon @josschavezf1 @TeresaOM @areyesq @AleMedinaRivera @M2RUseR https://t.co/8KA5GupA76 20
fellgernon

Trying to be at two places right now :P #JSM2020 #CDSB2020

I’m also supposed to prep my @CDSBMexico course slides 😅 for Wed-Fri https://t.co/FnAucssRTl
20
JoelSM27

Ready for day #2. Building workflows with @rstudio and #Bioconductor. Yesterday was lit !! Buckle up everyone for another day of #DataScience

#CDSB2020

@CDSBMexico @fellgernon @josschavezf1 @Alabasti https://t.co/xUlIPQt6Vy
19
josschavezf1 Empezamos el cuarto día de #CDSB2020 💪 @fellgernon nos muestra cómo importar datos de scRNAseq y cuál es su estructura 👀 https://t.co/aKdLZvuume 15
fellgernon

I know #BioC2020 isn’t over yet + next week is #CDSB2020, but I just got my #JSM2020 welcome 📦 for the virtual conf world 🌎😎

Join me at 8/4 1 pm EST for a talk about @CDSBMexico: #LatinxInSTEM at #rstats & @Bioconductor🇲🇽💪🏽

https://t.co/IM6pERkXDw

#GonnaDieFromConfOverload https://t.co/vPRKC0TCpc
15
ErickCuevasF My RStudio cowsay::say(by = “yoda”) “Do you want to know the difference between a teacher and an apprentice? The teacher has failed more times than the beginner has tried” Yoda #rstats #CDSB2020 https://t.co/4FB8kNfWqL 14
ErickCuevasF #CDSB2020 Last Day!! 5 days of much learning, today ends with the topic: Clustering and detection of differentially expressed genes scRNAseq @CDSBMexico @fellgernon https://t.co/hwtFdd80Th 14
JoelSM27 Super pumped and ready for #CDSB2020 !! schedule looks great and loaded with amazing data scientists! @CDSBMexico @fellgernon @josschavezf1 https://t.co/G1OsriCY5F 13
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM @AnaBetty2304 @RLadies_Qro @markrobinsonca @yalbi_ibm @RespiraINER @lcgunam @ccg_unam Rocío Domínguez Vidaña @rdv_chio is a Cancer Bioinformatician & Data Scientist who started her career at @lcgunam

https://t.co/xLVf6aFupq

Rocio will be a student at #CDSB2020 next week

#BioC2020 #rstats https://t.co/4kEQ5KVnwH
13

7.1 Most liked image

8 Tweet text

8.1 Word cloud

The top 100 words used 3 or more times.

8.2 Bigram graph

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

8.3 Topic modelling

Top 10 words associated with 6 topics identified by LDA.

8.3.1 Representative tweets

Most representative tweets for each topic

Topic 1

screen_name text gamma
fellgernon

Join me tomorrow to learn about “Promoting the Next Wave of Developers in Latin America Starting in Mexico” 🇲🇽 at 1pm EST w/ Margaret Taub @RLadiesBmore & Randi García @randiLgarcia

https://t.co/tFV5oyXjun

https://t.co/W7E1PkEsLv

#JSM2020 #CDSB2020 @CDSBMexico https://t.co/baSzDCKi8T
0.9960336
josschavezf1 Empezamos el cuarto día de #CDSB2020 💪 @fellgernon nos muestra cómo importar datos de scRNAseq y cuál es su estructura 👀 https://t.co/aKdLZvuume 0.9951058
JoelSM27

Ready for day #2. Building workflows with @rstudio and #Bioconductor. Yesterday was lit !! Buckle up everyone for another day of #DataScience

#CDSB2020

@CDSBMexico @fellgernon @josschavezf1 @Alabasti https://t.co/xUlIPQt6Vy
0.9930835
fellgernon @LucyStats @sherrirose @stephaniehicks Oh, I will haha =) Once #BioC2020 #JSM2020 and #CDSB2020 are over :P 0.9862810

Topic 2

screen_name text gamma
ErickCuevasF #CDSB2020 Trying Virtual Photo / Video CDSB 2020 Day 3: Good practices for setting up and maintaining workspaces & ScRNA-seq data processing overview. @josschavezf1 @fellgernon @CDSBMexico https://t.co/CnXf3fzucm 0.9944576
luisterrazassal Muy buen curso!! Muchas gracias! El próximo en Mazatlán!! #CDSB2020 @fellgernon @AleMedinaRivera 0.9908035
JoelSM27 Super pumped and ready for #CDSB2020 !! schedule looks great and loaded with amazing data scientists! @CDSBMexico @fellgernon @josschavezf1 https://t.co/G1OsriCY5F 0.9908035
fellgernon

Trying to be at two places right now :P #JSM2020 #CDSB2020

I’m also supposed to prep my @CDSBMexico course slides 😅 for Wed-Fri https://t.co/FnAucssRTl
0.9896682
fellgernon

@ErickCuevasF @CDSBMexico @RBioinformatica Wooo!!! =)

Sin el #CDSB2020 no aparece en https://t.co/6sDJgDW23T :P
0.9882131
ledatorresmx Enjoying #CDSB2020 0.9239461

Topic 3

screen_name text gamma
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM @AnaBetty2304 @RLadies_Qro @markrobinsonca @yalbi_ibm @RespiraINER @lcgunam @ccg_unam @rdv_chio @M2RUseR @Bioconductor @LeviWaldron1 @BarjonCar @EmilianoSotel10 @josschavezf1 @RLadiesCuerna @VjimenezJacinto @ibt_unam @rstudio @areyesq @wolfgangkhuber @rafalab @Novartis Leonardo Collado Torres @fellgernon is a co-founder & CDSB member + the 2nd main #CDSB2020 instructor

He is a BioC vet, part of the @Bioconductor Community Advisory Board, has 3 #BioC2020 presentations tomorrow: 🚕, poster, BoF on CDSB

https://t.co/KBHzPrWXZ0

#BioC2020 #rstats https://t.co/HQWffxbylX
0.9980582
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM @AnaBetty2304 @RLadies_Qro @markrobinsonca @yalbi_ibm @RespiraINER @lcgunam @ccg_unam Rocío Domínguez Vidaña @rdv_chio is a Cancer Bioinformatician & Data Scientist who started her career at @lcgunam

https://t.co/xLVf6aFupq

Rocio will be a student at #CDSB2020 next week

#BioC2020 #rstats https://t.co/4kEQ5KVnwH
0.9970217
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM Next @AnaBetty2304 who co-founded @RLadies_Qro after #CDSB2018 & will be a teaching assitant for #CDSB2020 Ana Betty is a BioC veteran having attended & presented at #BioC2019 her work on #PulmonDB that is now published

https://t.co/0M8I0KHbpb

https://t.co/ta7lfC23U6

#BioC2020 https://t.co/VGdi2kgA4m
0.9965274
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM @AnaBetty2304 @RLadies_Qro @markrobinsonca @yalbi_ibm @RespiraINER @lcgunam @ccg_unam @rdv_chio @M2RUseR @Bioconductor @LeviWaldron1 @BarjonCar @EmilianoSotel10 Our 3rd @Bioconductor new developer is Joselyn Chavez @josschavezf1 & #regutools maintainer

Co-founded @RLadiesCuerna after #CDSB2018 & 19, won scholarships for #BioC2019 #rstudioconf 2020, is #CDSB2020 main instructor & board member🤩

https://t.co/ae7y9oyb78

#BioC2020 #rstats https://t.co/U4PALb1kag
0.6313161
CDSBMexico

@RConsortium @RBioinformatica @nnb_unam @ErickCuevasF @UNAM_MX @Aleponcem @TeresaOM @AnaBetty2304 @RLadies_Qro @markrobinsonca @yalbi_ibm @RespiraINER @lcgunam @ccg_unam @rdv_chio Marcel Ramos @M2RUseR recently joined @CDSBMexico after volunteering to teach part of #CDSB2020 coming up soon

Marcel is part of the @Bioconductor core team, works with @LeviWaldron1 & co in many key 📦 including #MultiAssayExperiment

https://t.co/pDfVbIjFi4

#BioC2020 #rstats https://t.co/fpmzF9NFQJ
0.5029132

Topic 4

screen_name text gamma
PardoBree

Day 2 of #CDSB2020 workshop from the comfort of my couch.

We just finished the ‘Using Git and GitHub’ session imparted by @AleMedinaRivera. ‘Writing and documenting functions’ session is about to start. Ready to keep learning!
0.9948019
josschavezf1 Ahora en #CDSB2020 @fellgernon nos habla sobre Control de Calidad ✅ Un punto súper importante para no tener fancy 💩 data 🙅‍♀️❌🙅‍♂️ https://t.co/mgIqPiJXu2 0.9948019
ErickCuevasF #CDSB2020 @CDSBMexico “Alone, we can do so little; together, we can do so much” – Helen Keller. Day 2 of workshop: -Version control with github.
-Writing and documentation of functions. -Debugging @AleMedinaRivera @M2RUseR
0.9930835
ErickCuevasF #CDSB2020 Last Day!! 5 days of much learning, today ends with the topic: Clustering and detection of differentially expressed genes scRNAseq @CDSBMexico @fellgernon https://t.co/hwtFdd80Th 0.9924605
Gracieladg96 #cdsb2020 excellent workshop. See you at the next one https://t.co/2g1rpQOxgN 0.9730063

Topic 5

screen_name text gamma
FDiaz_20

¡Ya comezó!

Super emocionada de este taller para analizar datos de #SingleCell por la @CDSBMexico.

Con lenguaje inclusivo y con la mira a intergar a más latinoamericanos a ser parte de la comudad de @Bioconductor.

#CDSB2020 https://t.co/yp32PASCXI
0.9972196
AlejandroTrelle @drhuerta También la industria farmaceutica está pensando como obstruir al #CDSB2020 queda invitado al Forum #medicosporlavida a y le devuelvo su jabón https://t.co/QUueUniXP1 0.9958363
ErickCuevasF My RStudio cowsay::say(by = “yoda”) “Do you want to know the difference between a teacher and an apprentice? The teacher has failed more times than the beginner has tried” Yoda #rstats #CDSB2020 https://t.co/4FB8kNfWqL 0.9936115

Topic 6

screen_name text gamma
fellgernon

I know #BioC2020 isn’t over yet + next week is #CDSB2020, but I just got my #JSM2020 welcome 📦 for the virtual conf world 🌎😎

Join me at 8/4 1 pm EST for a talk about @CDSBMexico: #LatinxInSTEM at #rstats & @Bioconductor🇲🇽💪🏽

https://t.co/IM6pERkXDw

#GonnaDieFromConfOverload https://t.co/vPRKC0TCpc
0.9948019
ErickCuevasF #CDSB2020 A collaborative, supportive and strong community. Thanks for your effort and dedication, you undoubtedly inspire many of us Mexican students to see beyond our limits. @CDSBMexico @fellgernon @josschavezf1 @TeresaOM @areyesq @AleMedinaRivera @M2RUseR https://t.co/8KA5GupA76 0.9940646
JoelSM27

And the community keeps getting bigger, people from all over the country (and LA) taking part in #CDSB2020 !!!

#DataScience

@CDSBMexico @fellgernon @josschavezf1 @AleMedinaRivera @areyesq @TeresaOM. https://t.co/Op6uQkPRCA
0.9908035

9 Software

Software mentioned in Tweets with links to GitHub, BitBucket, Bioconductor or CRAN.

Session info

## R version 4.0.0 (2020-04-24)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 18.04.4 LTS
## 
## Matrix products: default
## BLAS/LAPACK: /usr/lib/x86_64-linux-gnu/libopenblasp-r0.2.20.so
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=C             
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] fs_1.4.2            here_0.1            kableExtra_1.1.0   
##  [4] knitr_1.29          magick_2.4.0        webshot_0.5.2      
##  [7] viridis_0.5.1       viridisLite_0.3.0   wordcloud_2.6      
## [10] RColorBrewer_1.1-2  ggraph_2.0.3        ggrepel_0.8.2      
## [13] ggplot2_3.3.2       topicmodels_0.2-11  tidytext_0.2.5     
## [16] igraph_1.2.5        stringr_1.4.0       purrr_0.3.4        
## [19] forcats_0.5.0       lubridate_1.7.9     tidyr_1.1.0        
## [22] dplyr_1.0.0         rtweet_0.7.0        BiocManager_1.30.10
## 
## loaded via a namespace (and not attached):
##  [1] progress_1.2.2     httr_1.4.2         rprojroot_1.3-2    SnowballC_0.7.0   
##  [5] tools_4.0.0        backports_1.1.8    utf8_1.1.4         R6_2.4.1          
##  [9] colorspace_1.4-1   withr_2.2.0        tidyselect_1.1.0   gridExtra_2.3     
## [13] prettyunits_1.1.1  processx_3.4.3     curl_4.3           compiler_4.0.0    
## [17] cli_2.0.2          rvest_0.3.6        xml2_1.3.2         NLP_0.2-0         
## [21] labeling_0.3       slam_0.1-47        scales_1.1.1       tm_0.7-7          
## [25] readr_1.3.1        callr_3.4.3        askpass_1.1        digest_0.6.25     
## [29] rmarkdown_2.3      pkgconfig_2.0.3    htmltools_0.5.0    highr_0.8         
## [33] rlang_0.4.7        rstudioapi_0.11    farver_2.0.3       generics_0.0.2    
## [37] jsonlite_1.7.0     tokenizers_0.2.1   magrittr_1.5       modeltools_0.2-23 
## [41] Matrix_1.2-18      Rcpp_1.0.5         munsell_0.5.0      fansi_0.4.1       
## [45] lifecycle_0.2.0    stringi_1.4.6      yaml_2.2.1         MASS_7.3-51.6     
## [49] plyr_1.8.6         grid_4.0.0         parallel_4.0.0     crayon_1.3.4      
## [53] lattice_0.20-41    graphlayouts_0.7.0 hms_0.5.3          ps_1.3.3          
## [57] pillar_1.4.6       reshape2_1.4.4     stats4_4.0.0       glue_1.4.1        
## [61] evaluate_0.14      vctrs_0.3.2        tweenr_1.0.1       gtable_0.3.0      
## [65] openssl_1.4.2      polyclip_1.10-0    assertthat_0.2.1   xfun_0.16         
## [69] ggforce_0.3.2      tidygraph_1.2.0    janeaustenr_0.1.5  tibble_3.0.3      
## [73] ellipsis_0.3.1