#ICA19, Twitter, 5/29/2019 4:26:36 PM, 198446


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#ICA19_2019-05-29_06-57-57.xlsx
#ICA19_2019-05-29_06-57-57.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 29, 2019
Short Description:
#ICA19 via NodeXL http://bit.ly/2WcNjrM
@smandpbot
@icahdq
@rasmus_kleis
@katypearce
@sjjphd
@linadencik
@jvitak
@bowmanspartan
@claesdevreese
@routledge_mandc

Top hashtags:
#ica19
#ica2019
#ica_jsd
#ica_pol
#communicationsowhite
#hmc19
#ica_cat
#ica_pr

Description:
Description
The graph represents a network of 4,174 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 Wednesday, 29 May 2019 at 14:25 UTC.

The tweets in the network were tweeted over the 9-day, 21-hour, 40-minute period from Sunday, 19 May 2019 at 16:16 UTC to Wednesday, 29 May 2019 at 13:57 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 : 4174
Unique Edges : 12255
Edges With Duplicates : 14643
Total Edges : 26898
Self-Loops : 2500
Reciprocated Vertex Pair Ratio : 0.109836305173926
Reciprocated Edge Ratio : 0.19793244222032
Connected Components : 72
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 4057
Maximum Edges in a Connected Component : 26781
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.223783
Graph Density : 0.000871909005929578
Modularity : 0.305159
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] http://mj.unc.edu/news/unc-69th-annual-ica-conference-washington-dc
[18] https://uwpopconf.journalism.wisc.edu/
[18] https://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[16] https://www.care.com/
[14] http://rpubs.com/cosmopolitanvan/ica19
[12] 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
[10] https://www.uni-bremen.de/zemki/das-zemki/aktuelles/news/detail/News/zemki-mitglieder-bei-der-ica-jahrestagung-2019-communication-beyond-boundaries/
[10] https://twitter.com/25lettori/status/1132405835206987782
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198322

Top URLs in Tweet in G1:
[11] https://twitter.com/cmcilwain/status/986036692594380800
[9] https://twitter.com/amartinezphd/status/1132004908893233154
[7] https://twitter.com/bubaykurt/status/1132750343392169984
[7] https://twitter.com/25lettori/status/1132405835206987782
[6] https://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[5] https://twitter.com/heysoke/status/1133014138639310849
[5] https://twitter.com/heatherjaber/status/1132335593600540678
[5] https://www.amazon.de/Rainbow-Arcade-Years-Queer-History/dp/396014556X/ref=mp_s_a_1_1?keywords=rainbow+arcade&qid=1559048898&s=gateway&sr=8-1
[4] https://www.care.com/
[4] https://boardroomdc.com/

Top URLs in Tweet in G2:
[18] https://uwpopconf.journalism.wisc.edu/
[11] http://rpubs.com/cosmopolitanvan/ica19
[4] https://icagamesanteconf.info/
[4] https://twitter.com/CMSeg/status/1132757080534867969
[4] https://twitter.com/smandpbot/status/1132283654208663552
[3] https://twitter.com/DearPriya/status/1130482984098963458
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197953
[3] https://twitter.com/emmalbriant/status/1133640682831327232
[3] https://www.care.com/
[3] https://academicworks.cuny.edu/cgi/viewcontent.cgi?article=1166&context=qc_pubs

Top URLs in Tweet in G3:
[25] http://mj.unc.edu/news/unc-69th-annual-ica-conference-washington-dc
[10] https://www.uni-bremen.de/zemki/das-zemki/aktuelles/news/detail/News/zemki-mitglieder-bei-der-ica-jahrestagung-2019-communication-beyond-boundaries/
[7] https://twitter.com/cscolari/status/1132077643707424768
[4] https://prezi.com/view/iJumJHj1cXftTgce1NX6/
[3] https://twitter.com/icahdq/status/1133485716556656640
[3] https://twitter.com/aram/status/1132318204855029760
[3] https://comminfo.rutgers.edu/news/sci-faculty-heads-nations-capital-69th-annual-international-communication-association-conference
[2] https://internetgovernancelab.org/news/icapreconference2019
[2] https://www.giga-net.org/ica2019precon/
[2] https://twitter.com/SDSUProvost/status/1131581475705446401

Top URLs in Tweet in G4:
[9] https://www.care.com/
[9] https://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[8] https://chroniclevitae.com/news/2175-a-note-from-your-colleagues-with-hearing-loss-just-use-a-microphone-already
[4] https://www.fastcompany.com/90355262/how-black-girl-gamers-is-teaming-up-to-take-on-the-trolls
[4] http://mtschaefer.net/entry/datafied-society/
[3] https://twitter.com/schradie/status/1132720539393564677
[3] https://twitter.com/MandyPazAlencar/status/1129851565492396037
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198322
[2] https://twitter.com/newsprof1/status/1132404371369668608
[2] https://twitter.com/rasmus_kleis/status/1133034237186199552

Top URLs in Tweet in G5:
[3] https://www.eventbrite.com/e/evening-reception-international-media-development-historical-perspectives-and-new-frontiers-tickets-61900807983
[3] http://nymag.com/intelligencer/2019/05/naomi-wolfs-book-corrected-by-host-in-bbc-interview.html
[2] https://twitter.com/meljbunce/status/1132674861304864768
[2] https://twitter.com/farman/status/1131612794661548035
[1] https://twitter.com/martinscott2010/status/1131283232736067584
[1] https://twitter.com/sarahsoutlook/status/1085669608013479938
[1] https://twitter.com/LeticiaBode/status/1133095400020357121
[1] https://twitter.com/LinardsUdris/status/1132741168381550592
[1] https://twitter.com/nikkiusher/status/1132401711866363904
[1] https://twitter.com/SKParkerWard/status/1132294808301703168

Top URLs in Tweet in G6:
[2] https://tandfonline.com/toc/rica20/current
[2] https://think.taylorandfrancis.com/eu-vsi-upcp/#?utm_source=CPB&utm_medium=cms&utm_campaign=JOD09257%0A?utm_source=twitter&utm_medium=social&utm_campaign=JOD09257&utm_term=post
[2] https://tandfonline.com/toc/rint20/current?utm_source=twitter&utm_medium=social&utm_campaign=JOE09840&utm_term=post
[2] https://twitter.com/RLPGBooks/status/1131967109087543302
[2] https://www.tandfonline.com/toc/rint20/3/2?nav=tocList
[1] https://twitter.com/howresearchers/status/1127174095953715200
[1] http://r.socialstudio.radian6.com/b91a3def-035f-4c60-b6a8-d41339167393
[1] http://r.socialstudio.radian6.com/7446a465-cd12-4c53-89d0-3552d9784eec
[1] http://r.socialstudio.radian6.com/8e0bf64b-9e5b-4648-8351-de73c08ab901
[1] http://r.socialstudio.radian6.com/3e2393ee-5604-4d56-8726-f30055cf8f82

Top URLs in Tweet in G7:
[2] https://twitter.com/averyholton/status/1132771609880780800
[2] https://twitter.com/MesoArgentina/status/1131921025912979457
[1] https://www.palgrave.com/gp/book/9781137305121
[1] https://twitter.com/WeiaiWayne/status/1133204248743821312
[1] https://twitter.com/nikkiusher/status/1132284409435041794
[1] https://www.tandfonline.com/eprint/6EsZhe4EWjuqUy7xKxfg/full?target=10.1080/21670811.2019.1612766
[1] https://www.washingtonian.com/2019/02/15/100-very-best-restaurants-in-washington/
[1] https://www.washingtonian.com/2017/02/15/interactive-maps-found-best-restaurants-past-49-years/
[1] https://twitter.com/kellyfincham/status/1131653721421697028
[1] https://twitter.com/ciarancuffe/status/1133049332364730373

Top URLs in Tweet in G8:
[2] https://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[1] https://criticalracedigitalstudies.com/conference2019/
[1] https://badassladiesofcommunication.weebly.com
[1] https://criticalracedigitalstudies.com/syllabus/

Top URLs in Tweet in G9:
[7] http://sites.bu.edu/crc/2019/05/20/crc-scholars-and-faculty-to-present-at-69th-annual-ica-conference/
[1] https://twitter.com/dangerousspeech/status/1127905619988688896
[1] https://psybershop.weebly.com
[1] https://twitter.com/clifflampe/status/1132262173038862337
[1] https://www.instagram.com/3ddancewear?igshid=bf1mwdl3g3jz
[1] https://digitalcollections.nypl.org/collections/the-green-book#/?tab=about
[1] https://www.icahdq.org/page/EthicsTaskForce
[1] https://twitter.com/lee_nicole/status/1131197301404372994
[1] https://thekennedycenter.queue-it.net?c=thekennedycenter&e=kennedycenter&ver=v3-aspnet-3.5.1&cver=141&t=http%3a%2f%2fwww.kennedy-center.org%2fcalendar%2fevent%2fNTMHB
[1] https://www.triple-c.at/index.php/tripleC/article/view/540

Top URLs in Tweet in G10:
[1] https://chroniclevitae.com/news/2175-a-note-from-your-colleagues-with-hearing-loss-just-use-a-microphone-already
[1] http://www.tenor.co/view/business-flight-of-the-conchords-band-business-time-time-gif-5594913?_r=g
[1] https://www.nytimes.com/2019/05/27/us/politics/trump-climate-science.html
[1] https://twitter.com/HowToPowerACity/status/1118959957263757313?s=19
[1] https://twitter.com/holyspine/status/1132008444549042176?s=19
[1] https://twitter.com/holyspine/status/1132365363994345472

Top Domains
Top Domains in Tweet in Entire Graph:
[891] twitter.com
[40] instagram.com
[38] sagepub.com
[37] radian6.com
[30] tandfonline.com
[29] google.com
[28] nodexlgraphgallery.org
[25] unc.edu
[20] wisc.edu
[17] youtube.com

Top Domains in Tweet in G1:
[374] twitter.com
[15] instagram.com
[14] google.com
[13] sagepub.com
[9] youtube.com
[7] nodexlgraphgallery.org
[5] tandfonline.com
[5] amazon.de
[5] ac.uk
[4] care.com

Top Domains in Tweet in G2:
[234] twitter.com
[20] wisc.edu
[14] nodexlgraphgallery.org
[12] rpubs.com
[11] instagram.com
[10] msu.edu
[9] tandfonline.com
[8] google.com
[6] sagepub.com
[4] icagamesanteconf.info

Top Domains in Tweet in G3:
[126] twitter.com
[25] unc.edu
[10] uni-bremen.de
[6] google.com
[4] prezi.com
[3] amazon.com
[3] instagram.com
[3] rutgers.edu
[3] rowman.com
[2] academia.edu

Top Domains in Tweet in G4:
[44] twitter.com
[15] sagepub.com
[9] care.com
[8] chroniclevitae.com
[5] nodexlgraphgallery.org
[5] tandfonline.com
[4] fastcompany.com
[4] mtschaefer.net
[3] oup.com
[3] instagram.com

Top Domains in Tweet in G5:
[21] twitter.com
[3] eventbrite.com
[3] nymag.com
[1] cuny.edu
[1] wittkiefferinternational.com
[1] zedbooks.net
[1] newbeatsblog.com
[1] uillinois.edu
[1] tandfonline.com
[1] wiley.com

Top Domains in Tweet in G6:
[37] radian6.com
[13] twitter.com
[7] tandfonline.com
[3] paper.li
[2] taylorandfrancis.com
[1] frontiersin.org
[1] ica-cam.org
[1] tiktok.com
[1] uantwerpen.be
[1] prezi.com

Top Domains in Tweet in G7:
[17] twitter.com
[2] washingtonian.com
[1] palgrave.com
[1] tandfonline.com
[1] instagram.com
[1] newscollab.org
[1] dropbox.com
[1] amazon.de
[1] mediaandpublictrust.com

Top Domains in Tweet in G8:
[2] criticalracedigitalstudies.com
[2] sagepub.com
[1] weebly.com

Top Domains in Tweet in G9:
[8] twitter.com
[7] bu.edu
[2] icahdq.org
[2] tandfonline.com
[1] weebly.com
[1] instagram.com
[1] nypl.org
[1] queue-it.net
[1] triple-c.at
[1] tiktok.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] chroniclevitae.com
[1] tenor.co
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11220] ica19
[307] ica2019
[277] ica_jsd
[251] ica_pol
[190] communicationsowhite
[188] hmc19
[173] ica_cat
[135] ica_pr
[131] hashtagpolice
[124] ica_lsi



Top Hashtags in Tweet in G1:
[4351] ica19
[169] communicationsowhite
[107] popcomm
[107] globalpopulismica
[102] cargc1819
[90] ica2019
[81] ica_acsj
[74] ica_eric
[63] ica_fsd
[60] ica_gs

Top Hashtags in Tweet in G2:
[2899] ica19
[167] ica_pol
[159] hmc19
[105] ica_cat
[74] ica2019
[63] ica_cm
[61] ica20
[57] ica_jsd
[53] ica_gs
[49] msuica

Top Hashtags in Tweet in G3:
[1461] ica19
[96] ica_lsi
[95] ica_pr
[71] netgovbeyondborders
[51] ica2019
[35] ica_org
[34] publicdiplomacy
[31] communication
[30] uncmjresearch
[26] uncica

Top Hashtags in Tweet in G4:
[982] ica19
[155] ica_jsd
[111] icajods
[78] hashtagpolice
[33] ica_pol
[23] ica2019
[13] justiceandorder
[8] hmc19
[7] datajustice
[7] datajournalism

Top Hashtags in Tweet in G5:
[234] ica19
[39] ica2019
[14] ica_jsd
[8] icamobile
[6] ica_cat
[2] c4d
[2] icajobseekers
[2] ica_pol
[2] communicationsowhite
[1] digitaljournalismpreconference

Top Hashtags in Tweet in G6:
[256] ica19
[38] ica_cam
[34] routledge
[15] gamesanteconf
[6] ai
[5] ica_hc
[4] ica2019
[4] hmc19
[4] professionalwrestling
[4] popularcommunication

Top Hashtags in Tweet in G7:
[185] ica19
[9] engageica
[3] ep2019
[3] viewfromthedoor
[3] ica_jsd
[2] selfies
[2] selfpresentation
[2] misinformation
[1] polcomm
[1] eu

Top Hashtags in Tweet in G8:
[77] criticalracedigitalstudies
[21] ica19
[2] crds19
[2] communicationsowhite
[1] ica2019
[1] commnerd
[1] copyright
[1] patent
[1] grindr
[1] whatsapp

Top Hashtags in Tweet in G9:
[151] ica19
[37] hashtagpolice
[6] phd
[5] craftivism
[4] perpetualcontact
[3] ica_cat
[2] ica20
[2] nativeadvertising
[2] ica_pol
[2] ica_mass

Top Hashtags in Tweet in G10:
[86] ica19
[46] ica_env
[11] climatechange
[6] msuica
[5] cambioclimático
[4] socialmedia
[4] inoculationtheory
[3] journalism
[3] environmentalcommunication
[3] climatecrisis

Top Words
Top Words in Tweet in Entire Graph:
[14068] Words in Sentiment List#1: Positive
[5025] Words in Sentiment List#2: Negative
[39] Words in Sentiment List#3: Angry/Violent
[333852] Non-categorized Words
[352949] Total Words
[11219] #ica19
[1599] media
[1266] s
[1236] panel
[1175] research

Top Words in Tweet in G1:
[4352] #ica19
[649] media
[613] s
[563] panel
[405] work
[395] great
[367] now
[366] research
[336] out
[333] paper

Top Words in Tweet in G2:
[2901] #ica19
[399] media
[387] communication
[362] research
[310] great
[295] news
[282] s
[246] social
[246] paper
[241] panel

Top Words in Tweet in G3:
[1457] #ica19
[271] icahdq
[221] panel
[176] media
[157] communication
[153] conference
[145] s
[133] paper
[129] great
[128] research

Top Words in Tweet in G4:
[982] #ica19
[181] media
[170] rasmus_kleis
[155] #ica_jsd
[145] news
[126] journalism
[111] #icajods
[107] online
[104] platforms
[103] panel

Top Words in Tweet in G5:
[234] #ica19
[88] media
[69] research
[60] meljbunce
[43] silviowaisbord
[42] book
[42] shows
[41] north
[39] global
[39] ica

Top Words in Tweet in G6:
[256] #ica19
[44] research
[42] out
[40] routledge_mandc
[38] #ica_cam
[36] media
[35] communication
[34] #routledge
[34] first
[31] more

Top Words in Tweet in G7:
[185] #ica19
[46] s
[42] here
[39] something
[37] cool
[36] journo
[22] presented
[21] academics
[18] journalism
[18] jbenton

Top Words in Tweet in G8:
[93] sjjphd
[89] work
[84] out
[83] doing
[83] check
[78] excited
[78] want
[78] t
[77] everyone
[77] #criticalracedigitalstudies

Top Words in Tweet in G9:
[151] #ica19
[44] official
[44] hashtag
[37] #hashtagpolice
[20] mic
[20] people
[19] session
[18] research
[17] communication
[16] folks

Top Words in Tweet in G10:
[86] #ica19
[46] #ica_env
[28] environmental
[22] communication
[18] icaenvirocomm
[16] session
[14] science
[13] division
[12] s
[12] washington

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[403] check,out
[346] social,media
[232] #ica19,#ica2019
[229] looking,forward
[209] #ica19,#ica_jsd
[207] washington,hilton
[187] #ica19,#ica_pol
[161] panel,#ica19
[157] pre,conference
[152] hashtag,#ica19

Top Word Pairs in Tweet in G1:
[125] check,out
[116] social,media
[90] looking,forward
[72] #ica19,#ica2019
[71] panel,#ica19
[65] #ica19,panel
[64] washington,hilton
[62] hey,#ica19
[62] #communicationsowhite,#ica19
[59] digital,media

Top Word Pairs in Tweet in G2:
[127] #ica19,#ica_pol
[111] social,media
[91] washington,hilton
[86] #ica19,#ica_cat
[86] communication,research
[76] computational,communication
[74] #hmc19,#ica19
[64] p,m
[59] looking,forward
[56] check,out

Top Word Pairs in Tweet in G3:
[71] #ica19,#ica_pr
[52] #ica_lsi,#ica19
[45] check,out
[43] social,media
[43] international,encyclopedia
[43] media,literacy
[42] #ica19,#netgovbeyondborders
[42] encyclopedia,media
[41] #ica19,#ica2019
[40] icahdq,#ica19

Top Word Pairs in Tweet in G4:
[138] #ica19,#ica_jsd
[80] hashtag,#ica19
[78] #ica19,#hashtagpolice
[65] #icajods,#ica19
[39] papers,#ica19
[39] #,users
[38] social,media
[37] platforms,#
[37] users,#
[37] #,papers

Top Word Pairs in Tweet in G5:
[35] media,research
[35] research,overwhelmingly
[35] overwhelmingly,dominated
[35] dominated,global
[35] global,north
[35] north,silviowaisbord
[35] silviowaisbord,analaysis
[35] analaysis,ica
[35] ica,journals
[35] journals,shows

Top Word Pairs in Tweet in G6:
[26] check,out
[13] booth,#ica19
[12] #routledge,booth
[12] presents,research
[11] during,#ica19
[11] esports,commentators
[10] njit,cs
[10] cs,undergrad
[10] undergrad,jira
[10] jira,presents

Top Word Pairs in Tweet in G7:
[36] here,s
[36] s,something
[36] something,cool
[19] #ica19,here
[18] journo,journo
[18] journo,adjacent
[18] adjacent,academics
[18] academics,ve
[18] ve,here
[18] cool,presented

Top Word Pairs in Tweet in G8:
[83] check,out
[77] everyone,excited
[77] excited,work
[77] work,doing
[77] doing,#criticalracedigitalstudies
[77] #criticalracedigitalstudies,syllabus
[77] syllabus,check
[77] out,want
[76] sjjphd,everyone
[76] want,t

Top Word Pairs in Tweet in G9:
[43] official,hashtag
[43] hashtag,#ica19
[37] #ica19,#hashtagpolice
[14] folks,going
[13] going,keep
[13] keep,saying
[13] saying,session
[13] session,until
[13] until,people
[13] people,start

Top Word Pairs in Tweet in G10:
[21] #ica19,#ica_env
[16] #ica_env,#ica19
[12] environmental,communication
[9] washington,hilton
[8] columbia,9
[7] pre,conference
[7] terrace,level
[6] #ica19,icaenvirocomm
[6] check,out
[5] icaenvirocomm,session

Top Replied-To
Top Replied-To in Entire Graph:
@seyramavle
@katypearce
@docdre
@icahdq
@gleemie
@bowmanspartan
@mariarepnikova
@icasecac
@icapopcomm
@ombullock

Top Replied-To in G1:
@seyramavle
@gleemie
@docdre
@yaseminyusufoff
@icapopcomm
@davidnemer
@mariarepnikova
@aswinp
@popcomm
@dat_campbell

Top Replied-To in G2:
@rensvl
@drbeckyhayes
@betty_ferrari
@solecheler
@icasecac
@emmalbriant
@katypearce
@claregrall
@compcommlab
@ombullock

Top Replied-To in G3:
@katypearce
@fitch_kate
@katieplace
@vilmaluo
@phil_arceneaux
@naomiaklein
@jessicakunert
@vekstra
@ubiquity75
@shotinshanghai

Top Replied-To in G4:
@cscolari
@broughtonmicova
@rajanprashant
@paolasartoretto
@routledge_mandc
@mandypazalencar
@thekpopprof
@greene_dm
@eviepsarras
@abjordan505

Top Replied-To in G5:
@silviowaisbord
@lindsaypalmeruw
@ghkare
@nothiast
@clifflampe
@icahdq
@prowag
@southbyne
@drranjanadas

Top Replied-To in G6:
@lieseexelmans
@bowmanspartan
@setsuna_c
@burnedprof

Top Replied-To in G7:
@fjfernandez
@jenwilson
@journoscholar
@theresareidy
@drgilpin
@kellyfincham
@justinkeene
@nedphd
@jennhenrichsen
@jbenton

Top Replied-To in G9:
@jenwilson
@annisch
@rajanprashant
@carmenbeat
@_commlawpolicy
@gregisonthego
@andrea_carson
@clifflampe
@vekstra
@artxtra

Top Replied-To in G10:
@kthorson
@abelgustafson
@msucomartsci
@drrduan
@mdmyersma
@gdetorres

Top Mentioned
Top Mentioned in Entire Graph:
@icahdq
@rasmus_kleis
@annenbergpenn
@docdre
@ica_cat
@icagames
@claesdevreese
@katypearce
@ica_cm
@linadencik

Top Mentioned in G1:
@icahdq
@annenbergpenn
@docdre
@annenbergcargc
@icapopcomm
@devjpow
@chess_ess
@hermida
@ica_fsd
@mkraidy

Top Mentioned in G2:
@icahdq
@ica_cm
@claesdevreese
@rasmus_kleis
@icagames
@poli_com
@ica_cat
@vanatteveldt
@cw_ru
@msucomartsci

Top Mentioned in G3:
@icahdq
@ica_prd
@internetgov
@abjordan505
@aram
@reneehobbs
@lauradenardis
@naomiaklein
@ica_pd
@vilmaluo

Top Mentioned in G4:
@rasmus_kleis
@linadencik
@schradie
@katypearce
@icahdq
@3lmantra
@andreas_hepp
@farkasjohan
@annaeveryday
@dragz

Top Mentioned in G5:
@meljbunce
@silviowaisbord
@newsprof1
@martinscott2010
@cityjournalism
@rasmus_kleis
@karinwahlj
@eszter
@kjhealy
@icahdq

Top Mentioned in G6:
@routledge_mandc
@icahdq
@icacamdivision
@ua_mios
@r_daneels
@miac
@bowmanspartan
@augamelab
@silabnjit
@nielsbr

Top Mentioned in G7:
@fcomuc
@jbenton
@averyholton
@dgzara
@sebavalenz
@andreawenzel
@icahdq
@cronkite_asu
@annenbergpenn
@profjsg

Top Mentioned in G8:
@sjjphd
@annenbergpenn
@lsumediamel
@chess_ess
@greene_dm
@3lmantra
@cmcilwain
@brandingbrandi
@meredithdclark
@drdesmondpatton

Top Mentioned in G9:
@icahdq
@jvitak
@emsatbu
@comatbu
@bucomresearch
@leiguo_sh
@ioanaliterat
@yiyan411
@lzcomm
@commscholar

Top Mentioned in G10:
@icaenvirocomm
@drbtakahashi
@maitemarket
@msucomartsci
@jonathonschuldt
@drrduan
@uchceu
@icahdq
@carogilposse
@knightcenter

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@united
@indiegamedevguy
@edinburghwatch
@llemj
@postnl
@guardian
@monalisazelf
@reignofapril
@sueleugers

Top Tweeters in G1:
@washingtonpost
@jamilahlemieux
@tressiemcphd
@lrewoke
@socialgoodstuff
@akimcampbell
@so_treu
@bet
@ica
@ugemitch

Top Tweeters in G2:
@united
@llemj
@postnl
@monalisazelf
@nos
@janniaragon
@paco229
@all_serena
@drnyheder
@savasavasava

Top Tweeters in G3:
@drrimmer
@nfl
@jilliancyork
@vesperuk
@smileitsjoy
@premierleague
@evidencerobot
@brooklynmarie
@victor_asal
@kennysmith

Top Tweeters in G4:
@guardian
@sueleugers
@glynmoody
@nytimes
@ronsupportsyou
@alaskaair
@cnn
@mathewi
@nembotavy_0101
@buzzfeed

Top Tweeters in G5:
@edinburghwatch
@ak2webd3
@somaliweynta
@dandrezner
@mapc
@nuance_bot
@margymaclibrary
@beneltham
@nigelanicholson
@lborouniversity

Top Tweeters in G6:
@sawyerandrew
@philshapiro
@zuzudotai
@krveale
@anthropunk
@sjf1
@oupacademic
@nnschiller
@sweethellena
@esa

Top Tweeters in G7:
@gavreilly
@mikestaresinic
@earriagada
@irishrail
@fresnobee
@zeynep
@jbenton
@postvancoco
@hiltonhotels
@cboomervazquez

Top Tweeters in G8:
@reignofapril
@m_older
@aisha1908
@nolabookfair
@sgbuggs
@dumilm
@baymath
@ngongang
@robinlturnerphd
@valentin0rie2

Top Tweeters in G9:
@heritage
@jenwilson
@afcwheels
@carmenbeat
@randrewauthor
@realdonaldtrump
@shionguha
@alisavalentin
@texttheater
@dukeu

Top Tweeters in G10:
@climatereality
@uwmadison
@uchceu
@laurarocha
@valeriaroman
@georgemasonu
@umich
@antonella_risso
@yale
@nmnh