#ICA19, Twitter, 5/26/2019 3:04:07 PM, 198103


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#ICA19_2019-05-26_07-13-47.xlsx
#ICA19_2019-05-26_07-13-47.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 26, 2019
Short Description:
#ICA19 via NodeXL http://bit.ly/2WaIDmh
@smandpbot
@icahdq
@katypearce
@linadencik
@bowmanspartan
@ica_cm
@ica_cat
@annenbergpenn
@routledge_mandc
@ica_prd

Top hashtags:
#ica19
#ica2019
#hmc19
#ica_cat
#icajods
#globalpopulismica
#communicationsowhite
#ica_jsd

Description:
Description
The graph represents a network of 2,623 Twitter users whose recent tweets contained "#ICA19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 26 May 2019 at 14:18 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 30-minute period from Friday, 17 May 2019 at 02:43 UTC to Sunday, 26 May 2019 at 14:13 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 2623
Unique Edges : 6652
Edges With Duplicates : 6226
Total Edges : 12878
Self-Loops : 1377
Reciprocated Vertex Pair Ratio : 0.104947735191638
Reciprocated Edge Ratio : 0.189959636730575
Connected Components : 85
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 2423
Maximum Edges in a Connected Component : 12626
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.399508
Graph Density : 0.0011527434508963
Modularity : 0.363313
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[17] https://uwpopconf.journalism.wisc.edu/
[13] http://mj.unc.edu/news/unc-69th-annual-ica-conference-washington-dc
[11] https://chroniclevitae.com/news/2175-a-note-from-your-colleagues-with-hearing-loss-just-use-a-microphone-already
[11] https://twitter.com/cmcilwain/status/986036692594380800
[9] https://twitter.com/cscolari/status/1132077643707424768
[9] https://twitter.com/amartinezphd/status/1132004908893233154
[8] https://icagamesanteconf.info/
[7] https://twitter.com/icahdq/status/1130911403785773056
[7] https://ica2019.quickmobile.mobi/
[6] http://nymag.com/intelligencer/2019/05/naomi-wolfs-book-corrected-by-host-in-bbc-interview.html

Top URLs in Tweet in G1:
[17] https://uwpopconf.journalism.wisc.edu/
[10] https://chroniclevitae.com/news/2175-a-note-from-your-colleagues-with-hearing-loss-just-use-a-microphone-already
[4] http://rpubs.com/cosmopolitanvan/ica19
[3] https://docs.google.com/spreadsheets/d/1Wceyn3iO6Q_unlVpA5I0GxWKVk-SI_o90E00neRFtE4/edit?usp=sharing
[3] https://twitter.com/DearPriya/status/1130482984098963458
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197953
[3] https://icagamesanteconf.info/
[3] https://twitter.com/ICA_CAT/status/1131549369159700482
[3] https://twitter.com/i/broadcasts/1lDGLrQWAlPxm
[3] https://twitter.com/aram/status/1132318204855029760

Top URLs in Tweet in G2:
[5] https://twitter.com/25lettori/status/1132405835206987782
[5] https://twitter.com/smandpbot/status/1132283654208663552
[4] https://twitter.com/ktdayg/status/1132352178599976961
[4] http://mtschaefer.net/entry/datafied-society/
[3] https://twitter.com/annenbergcargc/status/1132292045526249473
[3] https://twitter.com/zanegtcooper/status/1131587086602133504
[3] https://twitter.com/fheinderyckx/status/1132261764266172417
[3] http://nymag.com/intelligencer/2019/05/naomi-wolfs-book-corrected-by-host-in-bbc-interview.html
[2] http://Zhuhu.com
[2] https://twitter.com/newsprof1/status/1132292542421245952

Top URLs in Tweet in G3:
[11] https://twitter.com/cmcilwain/status/986036692594380800
[8] https://twitter.com/amartinezphd/status/1132004908893233154
[4] https://www.icahdq.org/blogpost/1518491/320547/ICA-2019-LGBTQ-Studies-sessions-and-events
[4] https://criticalracedigitalstudies.com/conference2019/
[3] https://ica2019.quickmobile.mobi/
[3] https://twitter.com/ICA_FSD/status/1132295036987740160
[3] https://twitter.com/icahdq/status/1130911403785773056
[3] https://docs.google.com/document/d/1aStAoqlbrU3Pc9ILqoytz0ersVF3HIt7QNKsr2OUsBo/edit?usp=sharing
[2] https://twitter.com/profouellette/status/1131029746232504320
[2] https://twitter.com/acsjica/status/1128685216682336259

Top URLs in Tweet in G4:
[6] https://twitter.com/cscolari/status/1132077643707424768
[5] https://www.uni-bremen.de/zemki/das-zemki/aktuelles/news/detail/News/zemki-mitglieder-bei-der-ica-jahrestagung-2019-communication-beyond-boundaries/
[4] https://www.tiktok.com/?re=m
[3] https://twitter.com/icahdq/status/1126521868037574656
[3] https://comminfo.rutgers.edu/news/sci-faculty-heads-nations-capital-69th-annual-international-communication-association-conference
[2] https://ica2019.quickmobile.mobi/
[2] https://tandfonline.com/toc/rica20/current
[2] https://tandfonline.com/toc/rint20/current?utm_source=twitter&utm_medium=social&utm_campaign=JOE09840&utm_term=post
[2] https://live-comminfo.pantheonsite.io/sites/default/files/ICA-Compilation-Separated-by-Day.pdf
[2] https://twitter.com/newsprof1/status/1132404371369668608

Top URLs in Tweet in G5:
[2] https://twitter.com/AljoshaKarim/status/1130708862640697344
[2] https://twitter.com/RLPGBooks/status/1131967109087543302
[2] https://www.acrosstheponddc.com/#menu-section
[1] https://sites.google.com/uniurb.it/dms-week/aoir-symposium/program
[1] https://twitter.com/AoIR_org/status/1130914866108227584
[1] https://www.tandfonline.com/doi/full/10.1080/21670811.2019.1577147
[1] https://listserv.temple.edu/cgi-bin/wa?A0=HMC-SCHOLARS
[1] https://www.peterlang.com/view/title/64309
[1] https://twitter.com/jahapaula/status/1132313193035046913
[1] https://twitter.com/ica_cm/status/1129432430438506496

Top URLs in Tweet in G6:
[13] http://mj.unc.edu/news/unc-69th-annual-ica-conference-washington-dc
[3] https://internetgovernancelab.org/news/icapreconference2019
[2] https://twitter.com/ombullock/status/1130836080650063873
[2] https://twitter.com/martinriedl/status/1131224799001362432
[2] https://www.giga-net.org/ica2019precon/
[1] https://orgcominthenews.com/takeaways/
[1] https://twitter.com/nodexl/status/1132001064843075584
[1] https://twitter.com/rafa_zanatta/status/1130796782852759553
[1] https://yalebooks.yale.edu/book/9780300233070/internet-everything
[1] https://journals.sagepub.com/doi/abs/10.1177/1461444816662932

Top URLs in Tweet in G7:
[4] https://icagamesanteconf.info/
[3] https://boardroomdc.com/
[1] https://ica2019.quickmobile.mobi/
[1] http://www.newbeatsblog.com/
[1] https://twitter.com/nikkiusher/status/1132401711866363904
[1] https://twitter.com/SKParkerWard/status/1132294808301703168
[1] https://twitter.com/averyholton/status/1132403027296608257
[1] https://twitter.com/25lettori/status/1132405835206987782
[1] https://wittkiefferinternational.com/portfolio/baillie-gifford-chair-in-the-ethics-of-data-and-artificial-intelligence/?fbclid=IwAR1KNk34wjZ87GCGNvScg8nfrco4gh1cThV201k6yxyEDdNvDzGIRpMAa64
[1] https://twitter.com/martinscott2010/status/1131283232736067584

Top URLs in Tweet in G8:
[2] https://comartsci.msu.edu/msu-ica
[2] https://comartsci.msu.edu/msu-reception-international-communication-association-conference
[1] http://www.ppdd.org/conferences/ppdd2019/
[1] https://twitter.com/MSUComArtSci/status/1131950235469664257
[1] https://twitter.com/TeachGuz/status/1131938624713428993
[1] http://www.tenor.co/view/business-flight-of-the-conchords-band-business-time-time-gif-5594913?_r=g
[1] https://comartsci.msu.edu/pride-points
[1] https://comartsci.msu.edu/ica-fellows-elite-network-spartans
[1] https://vimeo.com/251554252
[1] https://www.youtube.com/watch?v=et9gAeetfu0


Top URLs in Tweet in G9:
[2] http://rpubs.com/cosmopolitanvan/ica19
[2] https://t.e2ma.net/webview/6vnzfb/093e29a42d6d65cc8e0946e1a1365014
[1] https://mragnedda.wordpress.com/2019/05/18/operationalising-and-measuring-digital-capital-identification-of-indicators/
[1] https://twitter.com/ICA_PRD/status/1130205724154445824
[1] https://twitter.com/ica_cm/status/1127405383302176769
[1] https://www.icamobile.org/
[1] https://twitter.com/ICA_CAT/status/1131921290355458050
[1] https://twitter.com/InternetGov/status/1131984826305847304
[1] https://www.giga-net.org/ica2019precon/
[1] https://twitter.com/vanatteveldt/status/1132301007357186048

Top URLs in Tweet in G10:
[1] https://drive.google.com/file/d/12OW8OPUHbt0R3WylfMCGd3l137k7Guam/view?usp=sharing
[1] https://twitter.com/icahdq/status/1131190637116698625
[1] https://journals.sagepub.com/home/com
[1] https://twitter.com/filippotrevisan/status/1131940120360366080
[1] https://twitter.com/LauraDeNardis/status/1131632813852250117

Top Domains
Top Domains in Tweet in Entire Graph:
[466] twitter.com
[25] radian6.com
[23] google.com
[19] instagram.com
[17] tandfonline.com
[17] wisc.edu
[14] youtube.com
[13] unc.edu
[12] nodexlgraphgallery.org
[11] chroniclevitae.com

Top Domains in Tweet in G1:
[118] twitter.com
[17] wisc.edu
[10] chroniclevitae.com
[10] nodexlgraphgallery.org
[8] google.com
[5] medium.com
[5] instagram.com
[5] tandfonline.com
[5] rpubs.com
[3] icagamesanteconf.info

Top Domains in Tweet in G2:
[123] twitter.com
[5] instagram.com
[4] youtube.com
[4] tandfonline.com
[4] mtschaefer.net
[3] nymag.com
[3] google.com
[2] zhuhu.com
[2] firstmonday.org
[2] cambridge.org

Top Domains in Tweet in G3:
[81] twitter.com
[6] google.com
[5] icahdq.org
[4] criticalracedigitalstudies.com
[3] quickmobile.mobi
[2] icagamesanteconf.info
[2] youtube.com
[2] brill.com
[2] kuleuven.be
[1] tandfonline.com

Top Domains in Tweet in G4:
[40] twitter.com
[25] radian6.com
[5] tandfonline.com
[5] uni-bremen.de
[4] tiktok.com
[3] google.com
[3] rutgers.edu
[2] quickmobile.mobi
[2] pantheonsite.io
[2] instagram.com

Top Domains in Tweet in G5:
[30] twitter.com
[2] acrosstheponddc.com
[1] google.com
[1] tandfonline.com
[1] temple.edu
[1] peterlang.com
[1] humanmachinecommunication.com
[1] abstractcentral.com
[1] mpcaaca.org
[1] instagram.com

Top Domains in Tweet in G6:
[15] twitter.com
[13] unc.edu
[3] internetgovernancelab.org
[2] giga-net.org
[1] orgcominthenews.com
[1] yale.edu
[1] sagepub.com
[1] taylorfrancis.com
[1] academia.edu
[1] joe.org

Top Domains in Tweet in G7:
[7] twitter.com
[4] icagamesanteconf.info
[3] boardroomdc.com
[1] quickmobile.mobi
[1] newbeatsblog.com
[1] wittkiefferinternational.com
[1] eventbrite.com
[1] github.com
[1] academia.edu

Top Domains in Tweet in G8:
[7] msu.edu
[6] twitter.com
[1] ppdd.org
[1] tenor.co
[1] vimeo.com
[1] youtube.com
[1] icahdq.org

Top Domains in Tweet in G9:
[5] twitter.com
[2] rpubs.com
[2] e2ma.net
[1] wordpress.com
[1] icamobile.org
[1] giga-net.org
[1] instagram.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] google.com
[1] sagepub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5875] ica19
[180] ica2019
[163] hmc19
[127] ica_cat
[121] icajods
[120] globalpopulismica
[117] communicationsowhite
[111] ica_jsd
[86] hashtagpolice
[82] netgovbeyondborders



Top Hashtags in Tweet in G1:
[1556] ica19
[73] hashtagpolice
[63] ica_cat
[52] ica2019
[39] ica_pol
[36] ica_cm
[32] ica_pr
[26] ica_jsd
[17] engageica
[17] ica20

Top Hashtags in Tweet in G2:
[1434] ica19
[114] icajods
[67] cargc1819
[40] ica_cat
[40] ica2019
[22] ica_jsd
[15] ica_pol
[14] digitaljournalismpreconference
[13] justiceandorder
[12] hashtagpolice

Top Hashtags in Tweet in G3:
[946] ica19
[115] globalpopulismica
[100] communicationsowhite
[50] ica_vis
[44] globalpopulism
[31] popcomm
[30] ica_lgbtq
[24] ica_eric
[23] hmc19
[21] ica2019

Top Hashtags in Tweet in G4:
[422] ica19
[33] ica_cam
[24] routledge
[13] rusci
[12] ica_lsi
[8] ica2019
[7] phd
[6] medium
[5] washington
[5] rutgers

Top Hashtags in Tweet in G5:
[346] ica19
[122] hmc19
[14] hmc
[9] robots
[8] ica2019
[7] ica_cat
[5] ai
[5] professionalwrestling
[4] journalism
[4] ica_hmc

Top Hashtags in Tweet in G6:
[189] ica19
[69] netgovbeyondborders
[17] uncmjresearch
[17] internetgovernance
[13] uncica
[10] netgov
[10] iot
[6] ica_org
[5] ica2019
[5] china

Top Hashtags in Tweet in G7:
[170] ica19
[33] gamesanteconf
[28] ica_gs
[17] ica2019
[4] ica_jsd
[3] livestreaming
[2] rstats
[1] wherecanigetapropercoffee
[1] mediapoliticsinchina
[1] icahero

Top Hashtags in Tweet in G8:
[129] ica19
[37] ica_env
[14] msuica
[10] msu
[9] ica
[9] comartsci
[5] washingtondc
[5] scicomm
[5] cambioclimático
[4] ppdd2019

Top Hashtags in Tweet in G9:
[70] ica19
[7] netgovbeyondborders
[7] b01group
[7] cybersecurity
[6] ica2019
[2] 5sos
[2] iihfworlds
[2] mtsagm2019
[2] insulin4all
[2] iihfworlds2019

Top Hashtags in Tweet in G10:
[69] ica19
[21] ica_sports
[7] socialjustice
[4] cfp
[2] disability
[2] sports
[2] superbowl
[2] halftime
[2] storytelling
[1] aejmc19

Top Words
Top Words in Tweet in Entire Graph:
[6458] Words in Sentiment List#1: Positive
[2288] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[163030] Non-categorized Words
[171776] Total Words
[5874] #ica19
[752] media
[634] communication
[596] s
[524] research

Top Words in Tweet in G1:
[1555] #ica19
[213] communication
[161] ica_cm
[160] icahdq
[157] research
[148] conference
[146] media
[133] computational
[125] s
[112] out

Top Words in Tweet in G2:
[1433] #ica19
[198] media
[160] s
[157] panel
[132] great
[122] work
[119] out
[118] annenbergcargc
[114] #icajods
[113] paper

Top Words in Tweet in G3:
[946] #ica19
[173] media
[116] s
[115] #globalpopulismica
[100] #communicationsowhite
[100] populism
[95] conference
[70] first
[69] religion
[68] work

Top Words in Tweet in G4:
[421] #ica19
[109] icahdq
[69] see
[67] media
[52] communication
[48] conference
[44] s
[42] out
[40] now
[38] naomiaklein

Top Words in Tweet in G5:
[346] #ica19
[122] #hmc19
[65] communication
[53] social
[51] human
[50] study
[44] teachguz
[43] s
[40] machine
[38] ginasue

Top Words in Tweet in G6:
[189] #ica19
[69] #netgovbeyondborders
[68] internetgov
[64] internet
[48] panel
[36] governance
[27] out
[26] great
[26] lauradenardis
[25] conference

Top Words in Tweet in G7:
[170] #ica19
[53] games
[41] game
[39] icagames
[33] #gamesanteconf
[31] research
[28] #ica_gs
[27] conference
[25] news
[24] media

Top Words in Tweet in G8:
[130] #ica19
[43] msucomartsci
[37] #ica_env
[30] research
[28] communication
[24] m
[22] media
[21] washington
[19] conference
[19] hey

Top Words in Tweet in G9:
[70] #ica19
[14] csgspace
[11] dc
[9] giganetr
[8] conference
[8] s
[7] up
[7] #netgovbeyondborders
[7] #b01group
[7] #cybersecurity

Top Words in Tweet in G10:
[69] #ica19
[41] sports
[28] communication
[21] #ica_sports
[20] social
[17] justice
[16] media
[16] sport
[15] conference
[13] pre

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[181] check,out
[156] pre,conference
[155] social,media
[151] looking,forward
[128] #ica19,#ica2019
[97] #ica19,#ica_cat
[93] washington,hilton
[91] washington,dc
[91] business,meeting
[89] hey,#ica19

Top Word Pairs in Tweet in G1:
[70] hashtag,#ica19
[69] #ica19,#hashtagpolice
[68] computational,communication
[59] communication,research
[52] social,media
[52] #ica19,#ica_cat
[48] issue,computational
[47] inaugural,issue
[45] excited,proud
[45] proud,launch

Top Word Pairs in Tweet in G2:
[66] #icajods,#ica19
[45] check,out
[45] social,media
[35] looking,forward
[34] #ica19,#ica_cat
[32] #ica19,#icajods
[30] panel,#ica19
[30] business,meeting
[27] pre,conference
[25] #ica19,#ica2019

Top Word Pairs in Tweet in G3:
[61] #globalpopulismica,#ica19
[46] pre,conference
[40] #ica19,#globalpopulism
[37] #communicationsowhite,#ica19
[35] looking,forward
[33] #ica19,cuboulder_cmrc
[29] #ica19,#communicationsowhite
[23] first,time
[20] digital,media
[20] #ica19,#globalpopulismica

Top Word Pairs in Tweet in G4:
[28] check,out
[16] #ica19,#ica_cam
[15] come,see
[13] washington,dc
[13] conversation,naomiaklein
[13] transmedia,projects
[13] social,media
[12] saturday,25
[12] opening,plenary
[12] announcing,2

Top Word Pairs in Tweet in G5:
[59] #hmc19,#ica19
[33] human,machine
[31] machine,communication
[25] #ica19,#hmc19
[24] interest,group
[19] group,#ica19
[15] s,official
[15] official,human
[15] communication,now
[15] now,ica

Top Word Pairs in Tweet in G6:
[40] #ica19,#netgovbeyondborders
[33] internet,governance
[17] #netgovbeyondborders,#ica19
[14] conference,#ica19
[13] icahdq,conference
[12] #ica19,#uncica
[12] #uncica,#uncmjresearch
[12] new,book
[10] event,#ica19
[10] check,out

Top Word Pairs in Tweet in G7:
[18] ante,conference
[17] #ica19,#gamesanteconf
[17] presents,research
[17] #ica19,#ica2019
[17] paying,online
[16] rasmus_kleis,zero
[16] zero,sum
[16] sum,game
[16] game,between
[16] between,news

Top Word Pairs in Tweet in G8:
[20] #ica19,#ica_env
[16] washington,hilton
[11] environmental,communication
[11] #ica_env,#ica19
[10] #ica19,#msuica
[10] hey,#ica19
[9] #ica,fellows
[9] beyond,boundaries
[9] hey,hey
[9] #ica19,re

Top Word Pairs in Tweet in G9:
[7] csgspace,csgspace
[7] csgspace,giganetr
[7] #b01group,#cybersecurity
[5] looking,forward
[3] dc,#ica19
[3] check,out
[3] s,#ica19
[3] #ica19,#netgovbeyondborders
[3] giganetr,internetgov
[3] internet,governance

Top Word Pairs in Tweet in G10:
[18] sports,communication
[17] social,justice
[13] pre,conference
[11] sports,media
[9] communication,social
[8] special,issue
[8] #ica19,#ica_sports
[7] honored,host
[6] #ica_sports,#ica19
[6] justice,mariehardinpsu

Top Replied-To
Top Replied-To in Entire Graph:
@katypearce
@icahdq
@bowmanspartan
@icasecac
@ombullock
@icapopcomm
@msucomartsci
@sofya_glazunova
@junghwanyang
@ica_cm

Top Replied-To in G1:
@ombullock
@katypearce
@junghwanyang
@ica_cm
@phil_arceneaux
@sofya_glazunova
@icasecac
@silviowaisbord
@solecheler
@gracemurtarelli

Top Replied-To in G2:
@katypearce
@annenbergcargc
@bilgeyesil1
@nancybaym
@lsdhokai
@icahdq
@southbyne
@kadirayhan
@icasecac
@abithoxha

Top Replied-To in G3:
@dat_campbell
@popcomm
@icapopcomm
@giuliaevolvi
@evianeleidig
@johannasumiala
@hannahcdick
@katiemontalbano
@mrbrianhughes
@akaka15

Top Replied-To in G4:
@naomiaklein
@markboukes
@raniaessawi
@icasecac
@fernandapiressa
@icahdq
@katypearce
@cmhd_nu
@proftwolf
@gonendh

Top Replied-To in G5:
@carolinischen
@margotvdgoot
@robonarratives
@olgarithmic
@msucomartsci
@drbeckyhayes
@reintjanrenes
@olivermb
@cw_ru
@abjordan505

Top Replied-To in G6:
@vekstra
@maggiehclifford
@dempsey_dr
@mediaghosts
@mortenbay
@phillyphenatic
@jasminemcnealy
@hujicyberlaw
@c___cs
@shotinshanghai

Top Replied-To in G7:
@bowmanspartan
@lindsaypalmeruw
@arcticpenguin
@adrishaw
@drkowert

Top Replied-To in G8:
@msucomartsci
@katypearce
@larry_irving
@drrduan
@icahdq

Top Replied-To in G10:
@jessicakunert
@mariehardinpsu
@sportmgmtprof
@carolynbrown1
@katypearce
@jennifer_harker

Top Mentioned
Top Mentioned in Entire Graph:
@icahdq
@annenbergpenn
@ica_cm
@ica_cat
@annenbergcargc
@icagames
@naomiaklein
@linadencik
@katypearce
@internetgov

Top Mentioned in G1:
@icahdq
@ica_cm
@vanatteveldt
@icagames
@ica_cat
@icasecac
@umn_hsjmc
@poli_com
@ica_prd
@katypearce

Top Mentioned in G2:
@annenbergcargc
@annenbergpenn
@icahdq
@linadencik
@ica_cat
@mkraidy
@hermida
@andreas_hepp
@wagnercelest
@naomiaklein

Top Mentioned in G3:
@meloneer2003
@cuboulder_cmrc
@icahdq
@icaglbt
@icapopcomm
@chess_ess
@ica_fsd
@dat_campbell
@katiemontalbano
@giuliaevolvi

Top Mentioned in G4:
@icahdq
@naomiaklein
@routledge_mandc
@abjordan505
@icacamdivision
@cscolari
@mj_masanet
@rutgerscomminfo
@susankeith
@reneehobbs

Top Mentioned in G5:
@teachguz
@ginasue
@jahapaula
@lutzid
@cw_ru
@ica_cat
@margotvdgoot
@digicomlab_eu
@uva_ascor
@theoaraujo

Top Mentioned in G6:
@internetgov
@lauradenardis
@icahdq
@giganetr
@americanu
@shotinshanghai
@uncmjgradstudy
@paufder
@ssrcmdn
@vwpickard

Top Mentioned in G7:
@icagames
@rasmus_kleis
@bowmanspartan
@miac
@dragz
@augamelab
@newsprof1
@sarah_stang
@meljbunce
@silabnjit

Top Mentioned in G8:
@msucomartsci
@commdeptmsu
@msujschool
@mediainfomsu
@msuadpr
@icaenvirocomm
@prabudavid
@drbtakahashi
@claregrall
@icahdq

Top Mentioned in G10:
@thomashorky
@filippotrevisan
@icahdq
@laurnsmith
@mariehardinpsu
@idpp_global
@au_soc
@iacsacademic
@onwumechilic
@michaelserazio

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@united
@indiegamedevguy
@edinburghwatch
@askplaystation
@postnl
@monalisazelf
@reignofapril
@calcaware
@washingtonpost

Top Tweeters in G1:
@ak2webd3
@alaskaair
@paco229
@infocracia
@janravensbergen
@victor_asal
@timeshighered
@katypearce
@juanmanfredi
@brendannyhan

Top Tweeters in G2:
@nembotavy_0101
@lrewoke
@riotta
@schiphol
@ugemitch
@leoniehaimson
@craignewmark
@jennaprice
@tetisheri
@agami

Top Tweeters in G3:
@reignofapril
@tressiemcphd
@bet
@ica
@c_stroop
@diymikes
@nth
@aisha1908
@dave_cochran
@antheabutler

Top Tweeters in G4:
@sawyerandrew
@virginianpilot
@fresnobee
@eduardosuarez
@sjf1
@jaina_s
@cscolari
@cboomervazquez
@drmcar
@drbillasu

Top Tweeters in G5:
@zuzudotai
@dradambanks
@oupacademic
@marcventresca
@reintjanrenes
@brainroaring
@mediaoracle
@greentechdon
@worldcatlady
@vanprobsolution

Top Tweeters in G6:
@vesperuk
@evidencerobot
@hushuo
@nanwarner
@sunil_abraham
@hiltonhotels
@acnatta
@clevearguelles
@mauracunningham
@robquig

Top Tweeters in G7:
@edinburghwatch
@motomatters
@philshapiro
@krveale
@baekdal
@mad_coincoin
@nnschiller
@esa
@shinjiyamane
@callonzach

Top Tweeters in G8:
@_open_science_
@climatereality
@larry_irving
@pkarigi
@laurarocha
@valeriaroman
@georgemasonu
@antonella_risso
@dartmouth
@neillewisjr

Top Tweeters in G9:
@rpubsrecent
@savasavasava
@jeremylittau
@jeninher30s
@damianradcliffe
@txtflop
@the_persona
@brandonstorlie
@b01group
@drfior

Top Tweeters in G10:
@premierleague
@kennysmith
@rowlandm
@jasmollica
@sportmgmtprof
@bournemouthuni
@laurnsmith
@uofalabama
@au_sis
@michaelmirer