#ICA19, Twitter, 5/31/2019 11:06:33 PM, 198646


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#ICA19_2019-05-31_11-54-16.xlsx
#ICA19_2019-05-31_11-54-16.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 31, 2019
Short Description:
#ICA19 via NodeXL http://bit.ly/2Ki0DUz
@smandpbot
@poli_com
@icahdq
@sjjphd
@rasmus_kleis
@katypearce
@linadencik
@jvitak
@bowmanspartan
@nikkiusher

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

Description:
Description
The graph represents a network of 4,497 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 Friday, 31 May 2019 at 20:48 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 51-minute period from Wednesday, 22 May 2019 at 06:58 UTC to Friday, 31 May 2019 at 18:49 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 : 4497
Unique Edges : 13253
Edges With Duplicates : 15781
Total Edges : 29034
Self-Loops : 2549
Reciprocated Vertex Pair Ratio : 0.109301386458474
Reciprocated Edge Ratio : 0.197063463171945
Connected Components : 70
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 4389
Maximum Edges in a Connected Component : 28914
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.228317
Graph Density : 0.000815193521659754
Modularity : 0.307712
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] https://ica2019.abstractcentral.com/planner.jsp
[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/
[15] 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

Top URLs in Tweet in G1:
[12] https://www.care.com/
[11] https://twitter.com/cmcilwain/status/986036692594380800
[9] https://twitter.com/amartinezphd/status/1132004908893233154
[8] https://twitter.com/25lettori/status/1132405835206987782
[8] https://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[6] https://twitter.com/BuBaykurt/status/1132750343392169984
[5] https://twitter.com/heysoke/status/1133014138639310849
[5] http://nymag.com/intelligencer/2019/05/naomi-wolfs-book-corrected-by-host-in-bbc-interview.html
[5] https://twitter.com/heatherjaber/status/1132335593600540678
[5] http://Zhuhu.com

Top URLs in Tweet in G2:
[42] https://ica2019.abstractcentral.com/planner.jsp
[18] https://uwpopconf.journalism.wisc.edu/
[12] http://rpubs.com/cosmopolitanvan/ica19
[7] https://mediaengagement.org/announcement/attending-ica-come-find-us/
[5] https://twitter.com/smandpbot/status/1132283654208663552
[4] https://twitter.com/poli_com/status/1132624927297695744
[4] https://twitter.com/poli_com/status/1132231892747673600
[4] https://twitter.com/annisch/status/1132996511380496386
[4] https://icagamesanteconf.info/
[4] https://twitter.com/CMSeg/status/1132757080534867969

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/
[8] https://chroniclevitae.com/news/2175-a-note-from-your-colleagues-with-hearing-loss-just-use-a-microphone-already
[6] http://sites.bu.edu/crc/2019/05/20/crc-scholars-and-faculty-to-present-at-69th-annual-ica-conference/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198322
[4] https://prezi.com/view/iJumJHj1cXftTgce1NX6/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197953
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198026
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198034
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197914

Top URLs in Tweet in G4:
[4] https://www.fastcompany.com/90355262/how-black-girl-gamers-is-teaming-up-to-take-on-the-trolls
[3] https://www.eventbrite.com/e/evening-reception-international-media-development-historical-perspectives-and-new-frontiers-tickets-61900807983
[2] https://twitter.com/rasmus_kleis/status/1133034237186199552
[2] https://cup.columbia.edu/book/ngos-as-newsmakers/9780231184939
[2] https://twitter.com/meljbunce/status/1132674861304864768
[2] https://www.crcpress.com/Data-Journalism-and-the-Regeneration-of-News/Hermida-Young/p/book/9781138058934
[2] https://twitter.com/emmalbriant/status/985982892928126983?s=21
[2] https://twitter.com/rvnma/status/1132417364744654848
[1] http://www.newbeatsblog.com/
[1] https://www.press.uillinois.edu/books/catalog/84pbk8ye9780252041624.html

Top URLs in Tweet in G5:
[2] 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
[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 G6:
[7] https://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[4] http://mtschaefer.net/entry/datafied-society/
[3] https://twitter.com/MandyPazAlencar/status/1129851565492396037
[2] https://blogs.lse.ac.uk/lsereviewofbooks/2019/05/21/reading-list-10-recommended-queer-studies-of-central-and-eastern-europe/?fbclid=IwAR2vtOu11Yx1GQiekg3cM3QQH2oWQzYd-CGRZ5FNB-VcOHoRvf0g5a8kfCE
[2] https://uk.sagepub.com/en-gb/eur/the-sage-handbook-of-media-and-migration/book260835#reviews
[2] https://twitter.com/koenleurs/status/1133201455966490627
[2] https://us.sagepub.com/en-us/nam/CollegeCommunication?utm_source=SAGE_social&hootPostID=569336c41205076e28f0d28706747d55
[1] https://gp.ucpress.edu/journal-sections/#communication-media
[1] https://www.tandfonline.com/toc/rics20/22/7?nav=tocList
[1] https://www.tandfonline.com/doi/full/10.1080/1369118X.2019.1573912

Top URLs in Tweet in G7:
[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/jonathanpotter6/status/1133073980754210818
[2] https://twitter.com/icahdq/status/1130911403785773056
[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

Top URLs in Tweet in G8:
[2] https://twitter.com/sociolinguista/status/1133203554548834305
[2] https://twitter.com/icahdq/status/1126521868037574656
[2] https://twitter.com/cscolari/status/1132077643707424768
[2] https://twitter.com/AlekSaGor/status/1133113469388120070
[2] http://ow.ly/fwqP50ujTYe
[1] https://twitter.com/sten_hansson/status/1132660609131130881
[1] https://twitter.com/StineEckert/status/1131711963128639488
[1] https://twitter.com/BryHebs/status/1133197838039621632
[1] https://twitter.com/dr_dbh/status/1132013571561406464
[1] https://twitter.com/drbenlitherland/status/1132395749868748800

Top URLs in Tweet in G9:
[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/rzamoramedina/status/1132780649855750145
[1] https://twitter.com/fcomunav/status/1133006237606522881
[1] https://twitter.com/salome_berrocal/status/1132309153119182848
[1] https://twitter.com/ioanaliterat/status/1112714330259275776
[1] https://www.tiktok.com/?re=m

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://rowman.com/ISBN/9781498573535/Black-Mirror-and-Critical-Media-Theory
[1] https://rowman.com/ISBN/9781538128015/The-Voices-of-#MeToo-From-Grassroots-Activism-to-a-Viral-Roar
[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:
[942] twitter.com
[45] abstractcentral.com
[40] instagram.com
[40] sagepub.com
[37] radian6.com
[36] nodexlgraphgallery.org
[35] tandfonline.com
[25] google.com
[25] unc.edu
[20] wisc.edu

Top Domains in Tweet in G1:
[420] twitter.com
[16] instagram.com
[15] sagepub.com
[14] google.com
[12] care.com
[9] youtube.com
[7] nodexlgraphgallery.org
[6] tandfonline.com
[6] usa.gov
[5] upenn.edu

Top Domains in Tweet in G2:
[261] twitter.com
[42] abstractcentral.com
[20] wisc.edu
[13] rpubs.com
[11] tandfonline.com
[10] msu.edu
[9] instagram.com
[8] sagepub.com
[7] mediaengagement.org
[4] icahdq.org

Top Domains in Tweet in G3:
[103] twitter.com
[25] unc.edu
[24] nodexlgraphgallery.org
[10] uni-bremen.de
[8] chroniclevitae.com
[6] google.com
[6] bu.edu
[5] instagram.com
[4] prezi.com
[4] social.coop

Top Domains in Tweet in G4:
[44] twitter.com
[4] tandfonline.com
[4] fastcompany.com
[3] oup.com
[3] eventbrite.com
[3] crcpress.com
[2] columbia.edu
[2] wiley.com
[2] instagram.com
[2] washingtonian.com

Top Domains in Tweet in G5:
[2] criticalracedigitalstudies.com
[2] amazon.de
[2] sagepub.com
[1] weebly.com

Top Domains in Tweet in G6:
[16] twitter.com
[12] sagepub.com
[4] mtschaefer.net
[3] tandfonline.com
[2] firstmonday.org
[2] ac.uk
[2] uni-bremen.de
[1] ucpress.edu
[1] datajusticeproject.net
[1] care.com

Top Domains in Tweet in G7:
[37] radian6.com
[13] twitter.com
[7] tandfonline.com
[3] paper.li
[2] taylorandfrancis.com
[1] ica-cam.org
[1] tiktok.com
[1] uantwerpen.be
[1] freedomforuminstitute.org
[1] icagamesanteconf.info

Top Domains in Tweet in G8:
[26] twitter.com
[3] ow.ly
[2] uscpublicdiplomacy.org
[1] youtube.com
[1] journalism.org

Top Domains in Tweet in G9:
[5] twitter.com
[1] weebly.com
[1] instagram.com
[1] nypl.org
[1] icahdq.org
[1] tiktok.com
[1] tandfonline.com
[1] triple-c.at

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11755] ica19
[496] ica_pol
[309] ica2019
[282] ica_jsd
[206] criticalracedigitalstudies
[194] communicationsowhite
[192] hmc19
[171] ica_cat
[134] polcomm
[128] ica_lsi



Top Hashtags in Tweet in G1:
[4732] ica19
[168] communicationsowhite
[110] popcomm
[106] ica2019
[94] cargc1819
[81] ica_acsj
[74] ica_eric
[60] ica_pol
[60] ica_gs
[60] ica_fsd

Top Hashtags in Tweet in G2:
[2836] ica19
[374] ica_pol
[108] polcomm
[70] ica2019
[67] ica20
[60] ica_cm
[52] ica_jsd
[49] msuica
[48] ica_gs
[47] commladiesknowstuff

Top Hashtags in Tweet in G3:
[1588] ica19
[89] hmc19
[89] ica_pr
[88] ica_cat
[75] hashtagpolice
[70] netgovbeyondborders
[54] ica2019
[40] ica_org
[38] communication
[29] uncmjresearch

Top Hashtags in Tweet in G4:
[791] ica19
[173] ica_jsd
[36] ica2019
[34] ica_pol
[12] ica_vis
[8] engageica
[7] datajournalism
[6] erc
[5] cdnmedia
[4] journalism

Top Hashtags in Tweet in G5:
[151] criticalracedigitalstudies
[33] ica19
[2] crds19
[2] ica2019
[2] sustainablefashion
[1] communicationsowhite
[1] commnerd
[1] copyright
[1] patent
[1] netgovbeyondborders

Top Hashtags in Tweet in G6:
[304] ica19
[108] icajods
[19] ica2019
[13] justiceandorder
[11] ica_lgbtq
[7] datajustice
[6] comrobs
[6] mediatization
[5] edtech
[5] hmc19

Top Hashtags in Tweet in G7:
[214] ica19
[47] ica_cam
[34] routledge
[15] gamesanteconf
[5] ica_hc
[4] media
[4] ai
[3] ica_gs
[2] metoo
[2] communicationbeyondboundaries

Top Hashtags in Tweet in G8:
[256] ica19
[101] ica_lsi
[49] publicdiplomacy
[11] ica_pd
[6] digitaldiplomacy
[4] fear
[4] pol_comm
[4] dc
[4] korea
[4] usa

Top Hashtags in Tweet in G9:
[99] ica19
[37] hashtagpolice
[5] craftivism
[4] cprn
[2] ica20
[1] tenure2019
[1] ica_cat
[1] polcomm
[1] aoirethics
[1] aoir

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

Top Words
Top Words in Tweet in Entire Graph:
[15002] Words in Sentiment List#1: Positive
[5151] Words in Sentiment List#2: Negative
[45] Words in Sentiment List#3: Angry/Violent
[350849] Non-categorized Words
[371006] Total Words
[11754] #ica19
[1718] media
[1411] panel
[1316] s
[1175] work

Top Words in Tweet in G1:
[4733] #ica19
[649] media
[633] s
[621] panel
[458] work
[421] great
[385] research
[383] now
[381] communication
[373] out

Top Words in Tweet in G2:
[2838] #ica19
[476] media
[393] panel
[374] #ica_pol
[369] news
[331] research
[329] communication
[306] great
[282] s
[266] paper

Top Words in Tweet in G3:
[1588] #ica19
[264] icahdq
[183] communication
[181] panel
[172] media
[143] conference
[142] great
[132] social
[128] paper
[123] s

Top Words in Tweet in G4:
[791] #ica19
[205] media
[195] rasmus_kleis
[173] #ica_jsd
[164] news
[163] journalism
[154] research
[105] 2
[96] #
[93] work

Top Words in Tweet in G5:
[166] sjjphd
[164] work
[158] out
[157] doing
[157] check
[152] excited
[152] t
[151] everyone
[151] #criticalracedigitalstudies
[151] syllabus

Top Words in Tweet in G6:
[304] #ica19
[108] #icajods
[77] linadencik
[69] media
[48] platforms
[45] pre
[41] data
[39] panel
[38] 3lmantra
[37] here

Top Words in Tweet in G7:
[214] #ica19
[47] #ica_cam
[43] research
[40] routledge_mandc
[36] media
[34] #routledge
[30] see
[30] booth
[28] out
[27] first

Top Words in Tweet in G8:
[255] #ica19
[101] #ica_lsi
[49] #publicdiplomacy
[47] ica_pd
[34] conference
[29] research
[28] s
[26] panel
[26] paper
[25] dolea_alina

Top Words in Tweet in G9:
[99] #ica19
[44] official
[44] hashtag
[37] #hashtagpolice
[18] mic
[17] research
[17] session
[16] political
[14] people
[14] listening

Top Words in Tweet in G10:
[103] #ica19
[46] #ica_env
[28] environmental
[22] communication
[19] icaenvirocomm
[15] session
[14] science
[14] division
[14] icasecac
[12] s

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[489] check,out
[379] social,media
[234] #ica19,#ica2019
[233] #ica19,#ica_pol
[227] looking,forward
[211] #ica19,#ica_jsd
[206] everyone,excited
[205] excited,work
[204] work,doing
[204] doing,#criticalracedigitalstudies

Top Word Pairs in Tweet in G1:
[148] check,out
[135] social,media
[88] looking,forward
[84] #ica19,#ica2019
[76] panel,#ica19
[72] hey,#ica19
[67] #ica19,panel
[65] washington,hilton
[61] digital,media
[61] #communicationsowhite,#ica19

Top Word Pairs in Tweet in G2:
[166] #ica19,#ica_pol
[137] #ica_pol,panel
[117] social,media
[89] poli_com,#ica_pol
[77] 9,30
[66] looking,forward
[66] check,out
[65] p,m
[63] washington,hilton
[61] 11,00

Top Word Pairs in Tweet in G3:
[76] hashtag,#ica19
[71] #ica19,#hashtagpolice
[69] #ica19,#ica_cat
[66] #ica19,#ica_pr
[53] social,media
[46] international,encyclopedia
[45] #ica19,#ica2019
[44] check,out
[44] encyclopedia,media
[44] media,literacy

Top Word Pairs in Tweet in G4:
[149] #ica19,#ica_jsd
[49] #,users
[48] papers,#ica19
[47] social,media
[47] rasmus_kleis,platforms
[46] platforms,#
[46] users,#
[46] #,papers
[46] #ica19,program
[46] program,mention

Top Word Pairs in Tweet in G5:
[157] check,out
[151] everyone,excited
[151] excited,work
[151] work,doing
[151] doing,#criticalracedigitalstudies
[151] #criticalracedigitalstudies,syllabus
[151] syllabus,check
[151] out,want
[150] sjjphd,everyone
[150] want,t

Top Word Pairs in Tweet in G6:
[64] #icajods,#ica19
[28] #ica19,#icajods
[18] welfare,state
[18] datafied,society
[17] special,issue
[17] pre,conference
[17] handbook,media
[16] datafication,welfare
[14] linadencik,here
[14] #ica19,#ica2019

Top Word Pairs in Tweet in G7:
[20] check,out
[13] presents,research
[13] booth,#ica19
[13] #ica19,#ica_cam
[12] #routledge,booth
[11] esports,commentators
[11] during,#ica19
[10] njit,cs
[10] cs,undergrad
[10] undergrad,jira

Top Word Pairs in Tweet in G8:
[50] #ica_lsi,#ica19
[19] post,conference
[16] local,news
[11] social,interaction
[10] #ica19,#ica_pd
[9] kathy,fitzpatrick
[8] research,methodology
[8] looking,data
[8] data,local
[8] news,download

Top Word Pairs in Tweet in G9:
[43] official,hashtag
[43] hashtag,#ica19
[37] #ica19,#hashtagpolice
[13] 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
[8] terrace,level
[7] #ica19,icaenvirocomm
[7] pre,conference
[6] check,out
[5] icaenvirocomm,session

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

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

Top Replied-To in G2:
@drbeckyhayes
@katypearce
@rensvl
@bowmanspartan
@compcommlab
@solecheler
@betty_ferrari
@claregrall
@cmaldyphd
@prowag

Top Replied-To in G3:
@carrieoh_77
@cscolari
@jasminemcnealy
@dianabossio
@daynac_phd
@rajanprashant
@paolasartoretto
@routledge_mandc
@marthemoller
@broughtonmicova

Top Replied-To in G4:
@silviowaisbord
@groceryheist
@rasmus_kleis
@icasecac
@nothiast
@lindsaypalmeruw
@ghkare
@jenwilson
@profkevincoe
@journoscholar

Top Replied-To in G5:
@lisamerten

Top Replied-To in G6:
@katypearce
@usharaman
@annaeveryday
@kimsc_der
@icahdq
@lisamerten

Top Replied-To in G7:
@cmhd_nu

Top Replied-To in G8:
@emmalbriant
@phil_arceneaux
@katypearce
@icasecac
@jpamment
@nickcull
@publicdiplomacy
@whitehouse
@ica_language
@doctorjro

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

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

Top Mentioned
Top Mentioned in Entire Graph:
@icahdq
@rasmus_kleis
@annenbergpenn
@sjjphd
@poli_com
@claesdevreese
@docdre
@ica_cat
@icagames
@katypearce

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

Top Mentioned in G2:
@poli_com
@icahdq
@claesdevreese
@ica_cm
@rasmus_kleis
@icagames
@msucomartsci
@cw_ru
@compcommlab
@sina_jb

Top Mentioned in G3:
@icahdq
@ica_prd
@katypearce
@internetgov
@ica_cat
@aram
@reneehobbs
@ginasue
@jahapaula
@lauradenardis

Top Mentioned in G4:
@rasmus_kleis
@meljbunce
@icahdq
@silviowaisbord
@schradie
@newsprof1
@farkasjohan
@dragz
@risj_oxford
@eszter

Top Mentioned in G5:
@sjjphd
@annenbergpenn
@dr_tldixon
@lsumediamel
@chess_ess
@kdrophd
@msmarisaashley
@cbq_journal
@icahdq
@joshbrumett

Top Mentioned in G6:
@linadencik
@3lmantra
@andreas_hepp
@annaeveryday
@alisonhearn
@lukaszszulc
@julie17usc
@tpoell
@koenleurs
@philippseu

Top Mentioned in G7:
@routledge_mandc
@icacamdivision
@icahdq
@ua_mios
@r_daneels
@miac
@dafnalemish1
@augamelab
@silabnjit
@nielsbr

Top Mentioned in G8:
@ica_pd
@dolea_alina
@icahdq
@dr_dbh
@ica_language
@doctorjro
@phil_arceneaux
@nickcull
@zoharkampf
@diana_ingenhoff

Top Mentioned in G9:
@jvitak
@jasepuch
@ioanaliterat
@mrdelacalle
@slmarkusnyc
@inegoovaerts2
@ana_cardenal
@fcomunav
@icahdq
@docdre

Top Mentioned in G10:
@icaenvirocomm
@icasecac
@drbtakahashi
@icahdq
@julieescurignan
@maitemarket
@msucomartsci
@jonathonschuldt
@rlpgbooks
@drrduan

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

Top Tweeters in G1:
@sueleugers
@washingtonpost
@ak2webd3
@jamilahlemieux
@caring_mobile
@tressiemcphd
@nembotavy_0101
@lrewoke
@akimcampbell
@socialgoodstuff

Top Tweeters in G2:
@united
@llemj
@postnl
@monalisazelf
@nos
@janniaragon
@all_serena
@drnyheder
@engadget
@joke2power

Top Tweeters in G3:
@drrimmer
@alaskaair
@pennyb
@nfl
@jilliancyork
@jeremyhl
@vesperuk
@rutiregan
@dare2misbehave
@unitewomenorg

Top Tweeters in G4:
@edinburghwatch
@guardian
@glynmoody
@nytimes
@ronsupportsyou
@cnn
@mathewi
@buzzfeed
@marypcbuk
@somaliweynta

Top Tweeters in G5:
@reignofapril
@ibjiyongi
@smileitsjoy
@ebonyteach
@m_older
@aisha1908
@carisadel
@conrazon
@harlemgirl59
@nolabookfair

Top Tweeters in G6:
@schiphol
@leoniehaimson
@bronwynhemsley
@netievalage
@frankpasquale
@dgolumbia
@tweetinchar
@hackingracism
@tanyalokot
@iethics

Top Tweeters in G7:
@sawyerandrew
@philshapiro
@krveale
@sjf1
@hiltonhotels
@nnschiller
@sweethellena
@esa
@melstanfill
@jasonjcrouch

Top Tweeters in G8:
@sir_ahmedrufai
@victor_asal
@juanmanfredi
@demsoc
@pewresearch
@statedept
@csis
@uf
@beacongal
@pd_dan

Top Tweeters in G9:
@heritage
@carmenbeat
@realdonaldtrump
@compolitica
@texttheater
@dukeu
@teacherscollege
@elascity
@_
@fcomunav

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