#ICA19, Twitter, 5/29/2019 11:58:06 PM, 198503


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#ICA19_2019-05-29_14-26-27.xlsx
#ICA19_2019-05-29_14-26-27.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 29, 2019
Short Description:
#ICA19 via NodeXL http://bit.ly/2WdrKan
@smandpbot
@icahdq
@rasmus_kleis
@katypearce
@sjjphd
@linadencik
@jvitak
@bowmanspartan
@nikkiusher
@claesdevreese

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

Description:
Description
The graph represents a network of 4,284 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 21:50 UTC.

The tweets in the network were tweeted over the 9-day, 17-hour, 21-minute period from Monday, 20 May 2019 at 04:04 UTC to Wednesday, 29 May 2019 at 21:26 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 : 4284
Unique Edges : 12537
Edges With Duplicates : 14879
Total Edges : 27416
Self-Loops : 2551
Reciprocated Vertex Pair Ratio : 0.109214285714286
Reciprocated Edge Ratio : 0.196921888080366
Connected Components : 73
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 4166
Maximum Edges in a Connected Component : 27297
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.245007
Graph Density : 0.000846342116891896
Modularity : 0.307336
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://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[18] https://uwpopconf.journalism.wisc.edu/
[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://twitter.com/cscolari/status/1132077643707424768

Top URLs in Tweet in G1:
[11] https://twitter.com/cmcilwain/status/986036692594380800
[9] https://twitter.com/amartinezphd/status/1132004908893233154
[8] https://twitter.com/25lettori/status/1132405835206987782
[7] https://twitter.com/bubaykurt/status/1132750343392169984
[6] https://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[5] http://nymag.com/intelligencer/2019/05/naomi-wolfs-book-corrected-by-host-in-bbc-interview.html
[5] https://twitter.com/heysoke/status/1133014138639310849
[5] https://twitter.com/heatherjaber/status/1132335593600540678
[4] https://www.care.com/
[4] https://twitter.com/icahdq/status/1130911403785773056

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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197953
[3] https://riseofplatforms.wordpress.com/
[3] https://twitter.com/DearPriya/status/1130482984098963458
[3] https://stars.library.ucf.edu/hmc
[3] https://academicworks.cuny.edu/cgi/viewcontent.cgi?article=1166&context=qc_pubs

Top URLs in Tweet in G3:
[9] https://www.care.com/
[9] https://journals.sagepub.com/doi/abs/10.1177/1527476418806092
[9] https://chroniclevitae.com/news/2175-a-note-from-your-colleagues-with-hearing-loss-just-use-a-microphone-already
[4] http://mtschaefer.net/entry/datafied-society/
[4] https://www.fastcompany.com/90355262/how-black-girl-gamers-is-teaming-up-to-take-on-the-trolls
[3] https://twitter.com/schradie/status/1132720539393564677
[3] https://twitter.com/MandyPazAlencar/status/1129851565492396037
[3] https://www.eventbrite.com/e/evening-reception-international-media-development-historical-perspectives-and-new-frontiers-tickets-61900807983
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=198322
[2] https://twitter.com/rasmus_kleis/status/1133034237186199552

Top URLs in Tweet in G4:
[25] http://mj.unc.edu/news/unc-69th-annual-ica-conference-washington-dc
[4] https://twitter.com/emmalbriant/status/1133640682831327232
[4] https://twitter.com/cscolari/status/1132077643707424768
[4] https://prezi.com/view/iJumJHj1cXftTgce1NX6/
[4] https://www.ucpress.edu/blog/43764/meet-lyn-uhl-ica2019/
[3] https://twitter.com/emmalbriant/status/985982892928126983?s=21
[3] https://twitter.com/aram/status/1132318204855029760
[3] https://twitter.com/icahdq/status/1133485716556656640
[2] https://twitter.com/icahdq/status/1124341079975788544
[2] https://twitter.com/SDSUProvost/status/1131581475705446401

Top URLs in Tweet in G5:
[10] https://www.uni-bremen.de/zemki/das-zemki/aktuelles/news/detail/News/zemki-mitglieder-bei-der-ica-jahrestagung-2019-communication-beyond-boundaries/
[4] https://twitter.com/cscolari/status/1132415804811677696
[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://twitter.com/jonathanpotter6/status/1133073980754210818
[2] https://twitter.com/icacamdivision/status/1132365188307595265
[2] https://www.tandfonline.com/toc/rint20/3/2?nav=tocList
[1] https://twitter.com/howresearchers/status/1127174095953715200

Top URLs in Tweet in G6:
[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 G7:
[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/mkraidy/status/1131199940842205184
[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=142&t=http%3a%2f%2fwww.kennedy-center.org%2fcalendar%2fevent%2fNTMHB

Top URLs in Tweet in G8:
[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

Top URLs in Tweet in G9:
[2] http://rpubs.com/cosmopolitanvan/ica19
[2] https://t.e2ma.net/webview/6vnzfb/093e29a42d6d65cc8e0946e1a1365014
[1] https://twitter.com/ICA_PRD/status/1130205724154445824
[1] https://twitter.com/ica_cm/status/1127405383302176769
[1] https://anchor.fm/realakatruth2019/episodes/Episode-11-Too-Much-Too-Little-e42lfc
[1] https://media-ecology.wildapricot.org/MEA-@-ICA
[1] https://twitter.com/ICA_CAT/status/1131921290355458050
[1] https://twitter.com/InternetGov/status/1131984826305847304
[1] https://www.youtube.com/watch?v=kN5p7U3rQA8

[1] https://www.instagram.com/p/ByBj03Vh3MC/?igshid=11p8v33cfcn7v

Top URLs in Tweet in G10:
[1] https://twitter.com/ica_infosys/status/1133136741068623873
[1] https://twitter.com/ica_cm/status/1130901913430646784
[1] https://twitter.com/dgzara/status/1132669994049912832
[1] https://twitter.com/MesoArgentina/status/1131921025912979457

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

Top Domains in Tweet in G1:
[394] twitter.com
[17] instagram.com
[14] google.com
[13] sagepub.com
[9] youtube.com
[7] nodexlgraphgallery.org
[6] usa.gov
[5] nymag.com
[5] tandfonline.com
[5] ac.uk

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

Top Domains in Tweet in G3:
[77] twitter.com
[15] sagepub.com
[9] care.com
[9] chroniclevitae.com
[8] tandfonline.com
[5] nodexlgraphgallery.org
[4] mtschaefer.net
[4] fastcompany.com
[4] instagram.com
[3] oup.com

Top Domains in Tweet in G4:
[120] twitter.com
[25] unc.edu
[6] google.com
[6] ucpress.edu
[4] prezi.com
[3] amazon.com
[3] ow.ly
[2] sagepub.com
[2] academia.edu
[2] cmsimpact.org

Top Domains in Tweet in G5:
[37] radian6.com
[32] twitter.com
[10] uni-bremen.de
[7] tandfonline.com
[3] rowman.com
[3] paper.li
[2] taylorandfrancis.com
[1] prezi.com
[1] frontiersin.org
[1] upf.edu

Top Domains in Tweet in G6:
[2] criticalracedigitalstudies.com
[2] amazon.de
[2] sagepub.com
[1] weebly.com

Top Domains in Tweet in G7:
[9] twitter.com
[7] bu.edu
[2] tandfonline.com
[1] weebly.com
[1] instagram.com
[1] nypl.org
[1] icahdq.org
[1] queue-it.net
[1] triple-c.at
[1] tiktok.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] chroniclevitae.com
[1] tenor.co
[1] nytimes.com

Top Domains in Tweet in G9:
[6] twitter.com
[2] rpubs.com
[2] e2ma.net
[1] anchor.fm
[1] wildapricot.org
[1] youtube.com
[1] instagram.com

Top Domains in Tweet in G10:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11428] ica19
[307] ica2019
[277] ica_jsd
[253] ica_pol
[191] hmc19
[191] communicationsowhite
[173] ica_cat
[148] criticalracedigitalstudies
[135] ica_pr
[130] hashtagpolice



Top Hashtags in Tweet in G1:
[4588] ica19
[172] communicationsowhite
[109] popcomm
[107] globalpopulismica
[103] cargc1819
[86] ica2019
[76] ica_eric
[75] ica_acsj
[63] ica_fsd
[60] ica_gs

Top Hashtags in Tweet in G2:
[2929] ica19
[166] ica_pol
[161] hmc19
[105] ica_cat
[79] ica2019
[63] ica_cm
[61] ica20
[57] ica_jsd
[53] ica_gs
[49] msuica

Top Hashtags in Tweet in G3:
[1258] ica19
[173] ica_jsd
[109] icajods
[77] hashtagpolice
[56] ica2019
[36] ica_pol
[13] justiceandorder
[9] engageica
[8] hmc19
[7] datajustice

Top Hashtags in Tweet in G4:
[1286] ica19
[97] ica_lsi
[95] ica_pr
[71] netgovbeyondborders
[46] publicdiplomacy
[40] ica2019
[37] communication
[34] ica_org
[30] uncmjresearch
[26] ica_sports

Top Hashtags in Tweet in G5:
[462] ica19
[45] ica_cam
[34] routledge
[18] netflix
[18] bingewatching
[14] gamesanteconf
[7] medium
[7] newseum
[6] ai
[6] ica2019

Top Hashtags in Tweet in G6:
[104] criticalracedigitalstudies
[23] ica19
[2] crds19
[2] communicationsowhite
[1] ica2019
[1] commnerd
[1] copyright
[1] patent
[1] grindr
[1] whatsapp

Top Hashtags in Tweet in G7:
[155] ica19
[37] hashtagpolice
[11] drexeluniversity
[9] drexelatica
[7] ica19recognition
[7] phd
[6] ica2019
[6] conferencelife
[6] ica_acsj
[5] ica

Top Hashtags in Tweet in G8:
[79] ica19
[45] ica_env
[10] climatechange
[6] msuica
[5] cambioclimático
[4] socialmedia
[3] journalism
[3] environmentalcommunication
[3] climatecrisis
[2] environment

Top Hashtags in Tweet in G9:
[59] ica19
[5] ica2019
[3] 4025beforechrist
[3] creatorgovernance
[2] 5sos
[2] euelections2019
[2] dogsatpollingstations
[2] terminatordarkfate
[2] gretathunberg
[2] fridaysforfuture

Top Hashtags in Tweet in G10:
[51] ica19
[1] commladiesknowstuff
[1] ica_is
[1] collectiveintelligence
[1] compsocsci
[1] pabloflores
[1] teamwork
[1] robot
[1] ica_hc

Top Words
Top Words in Tweet in Entire Graph:
[14404] Words in Sentiment List#1: Positive
[5086] Words in Sentiment List#2: Negative
[39] Words in Sentiment List#3: Angry/Violent
[340273] Non-categorized Words
[359767] Total Words
[11426] #ica19
[1611] media
[1282] s
[1246] panel
[1203] research

Top Words in Tweet in G1:
[4589] #ica19
[676] media
[634] s
[583] panel
[422] work
[415] great
[387] research
[376] now
[354] out
[350] communication

Top Words in Tweet in G2:
[2931] #ica19
[402] media
[387] communication
[370] research
[309] great
[292] s
[288] news
[257] panel
[253] paper
[252] social

Top Words in Tweet in G3:
[1258] #ica19
[262] media
[188] news
[185] rasmus_kleis
[179] research
[173] #ica_jsd
[171] journalism
[118] work
[115] platforms
[115] online

Top Words in Tweet in G4:
[1283] #ica19
[254] icahdq
[189] panel
[154] conference
[143] communication
[130] media
[128] paper
[115] great
[114] s
[104] research

Top Words in Tweet in G5:
[460] #ica19
[65] media
[64] s
[61] research
[48] communication
[48] icahdq
[47] out
[45] #ica_cam
[44] see
[44] routledge_mandc

Top Words in Tweet in G6:
[120] sjjphd
[116] work
[111] out
[110] doing
[110] check
[105] excited
[105] want
[105] t
[104] everyone
[104] #criticalracedigitalstudies

Top Words in Tweet in G7:
[155] #ica19
[44] official
[44] hashtag
[37] #hashtagpolice
[21] out
[19] session
[18] mic
[16] folks
[16] going
[15] icahdq

Top Words in Tweet in G8:
[79] #ica19
[45] #ica_env
[27] environmental
[17] icaenvirocomm
[16] session
[16] communication
[13] division
[12] s
[12] washington
[11] research

Top Words in Tweet in G9:
[59] #ica19
[8] dc
[7] up
[6] conference
[6] more
[6] media
[6] work
[5] presenting
[5] #ica2019
[5] future

Top Words in Tweet in G10:
[51] #ica19
[15] dgzara
[14] fcomuc
[13] work
[13] fcom
[12] sebavalenz
[11] social
[10] nuestra
[9] comunicación
[8] information

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[442] check,out
[348] social,media
[232] looking,forward
[232] #ica19,#ica2019
[209] #ica19,#ica_jsd
[207] washington,hilton
[189] #ica19,#ica_pol
[163] panel,#ica19
[157] pre,conference
[151] hashtag,#ica19

Top Word Pairs in Tweet in G1:
[142] check,out
[126] social,media
[95] looking,forward
[73] panel,#ica19
[72] #ica19,#ica2019
[67] hey,#ica19
[67] #ica19,panel
[66] washington,hilton
[63] #communicationsowhite,#ica19
[62] digital,media

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

Top Word Pairs in Tweet in G3:
[153] #ica19,#ica_jsd
[79] hashtag,#ica19
[77] #ica19,#hashtagpolice
[64] #icajods,#ica19
[48] social,media
[43] #,users
[43] papers,#ica19
[41] rasmus_kleis,platforms
[41] platforms,#
[41] users,#

Top Word Pairs in Tweet in G4:
[71] #ica19,#ica_pr
[52] #ica_lsi,#ica19
[42] #ica19,#netgovbeyondborders
[41] international,encyclopedia
[40] encyclopedia,media
[40] media,literacy
[39] icahdq,#ica19
[38] reneehobbs,announcing
[36] icahdq,conference
[36] #ica19,ica_prd

Top Word Pairs in Tweet in G5:
[29] check,out
[19] cscolari,#ica19
[18] #ica19,discute
[18] discute,sobre
[18] sobre,#netflix
[18] #netflix,#bingewatching
[18] #bingewatching,l
[18] l,s
[18] s,estudiantes
[18] estudiantes,han

Top Word Pairs in Tweet in G6:
[110] check,out
[104] everyone,excited
[104] excited,work
[104] work,doing
[104] doing,#criticalracedigitalstudies
[104] #criticalracedigitalstudies,syllabus
[104] syllabus,check
[104] out,want
[103] sjjphd,everyone
[103] want,t

Top Word Pairs in Tweet in G7:
[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 G8:
[20] #ica19,#ica_env
[16] #ica_env,#ica19
[12] environmental,communication
[9] washington,hilton
[7] columbia,9
[7] pre,conference
[7] terrace,level
[6] #ica19,icaenvirocomm
[6] check,out
[5] icaenvirocomm,session

Top Word Pairs in Tweet in G9:
[3] #ica19,fomo
[2] looking,forward
[2] dc,#ica19
[2] postal,museum
[2] members,presenting
[2] #fridaysforfuture,#climatestrike
[2] communication,#ica19
[2] #ica19,exhibit
[2] exhibit,hall
[2] right,now

Top Word Pairs in Tweet in G10:
[11] fcom,#ica19
[8] hoy,nuestra
[7] delegación,fcom
[6] team,fcom
[6] #ica19,grupo
[6] grupo,estudiantes
[6] estudiantes,profesores
[6] profesores,académicos
[6] académicos,ayer
[6] ayer,hoy

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

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

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

Top Replied-To in G3:
@kellyfincham
@cscolari
@rajanprashant
@paolasartoretto
@routledge_mandc
@broughtonmicova
@thekpopprof
@katypearce
@drranjanadas
@silviowaisbord

Top Replied-To in G4:
@lpolgreen
@aram
@willrinehart
@ubiquity75
@fitch_kate
@katieplace
@vilmaluo
@phil_arceneaux
@carrieoh_77

Top Replied-To in G5:
@naomiaklein
@mj_masanet
@setsuna_c
@lieseexelmans
@fernandapiressa
@icahdq
@bowmanspartan
@phillyphenatic
@rlpgbooks
@icasecac

Top Replied-To in G7:
@jenwilson
@annisch
@rajanprashant
@carmenbeat
@_commlawpolicy
@gregisonthego
@blackhealth4men
@clifflampe
@vekstra
@artxtra

Top Replied-To in G8:
@abelgustafson
@msucomartsci
@drrduan
@kthorson
@mdmyersma
@gdetorres

Top Replied-To in G10:
@fjfernandez

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

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

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

Top Mentioned in G3:
@rasmus_kleis
@linadencik
@icahdq
@meljbunce
@katypearce
@silviowaisbord
@schradie
@3lmantra
@newsprof1
@farkasjohan

Top Mentioned in G4:
@icahdq
@ica_prd
@internetgov
@aram
@ica_pd
@reneehobbs
@lauradenardis
@vilmaluo
@fhungbaesecke
@uncmjgradstudy

Top Mentioned in G5:
@icahdq
@routledge_mandc
@cscolari
@icacamdivision
@naomiaklein
@mj_masanet
@abjordan505
@ua_mios
@icasecac
@dafnalemish1

Top Mentioned in G6:
@sjjphd
@annenbergpenn
@lsumediamel
@chess_ess
@adrishaw
@greene_dm
@3lmantra
@cmcilwain
@brandingbrandi
@meredithdclark

Top Mentioned in G7:
@icahdq
@emsatbu
@jvitak
@comatbu
@bucomresearch
@k_maksymowicz
@leiguo_sh
@ioanaliterat
@drexelu_ccm
@yiyan411

Top Mentioned in G8:
@icaenvirocomm
@drbtakahashi
@maitemarket
@msucomartsci
@jonathonschuldt
@drrduan
@uchceu
@carogilposse
@knightcenter
@georgemasonu

Top Mentioned in G10:
@dgzara
@fcomuc
@sebavalenz
@annenbergpenn
@sgonzalezbailon
@ktanaka086
@icahdq
@magdalenasaldan
@ryanjgallag
@alvinyxz

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

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

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

Top Tweeters in G3:
@edinburghwatch
@guardian
@sueleugers
@glynmoody
@alaskaair
@cnn
@mathewi
@buzzfeed
@marypcbuk
@somaliweynta

Top Tweeters in G4:
@nytimes
@ronsupportsyou
@drrimmer
@pennyb
@nfl
@jilliancyork
@jalevier
@vesperuk
@smileitsjoy
@premierleague

Top Tweeters in G5:
@sawyerandrew
@philshapiro
@zuzudotai
@anthropunk
@sjf1
@jaina_s
@bethanyusher
@oupacademic
@cscolari
@alejandroangel

Top Tweeters in G6:
@reignofapril
@m_older
@aisha1908
@conrazon
@nolabookfair
@sgbuggs
@onlinecrslady
@dumilm
@baymath
@culturedmodesty

Top Tweeters in G7:
@wwahammy
@heritage
@randrewauthor
@realdonaldtrump
@alisavalentin
@texttheater
@dukeu
@shu
@change_thinker
@publicknowledge

Top Tweeters in G8:
@climatereality
@uwmadison
@uchceu
@laurarocha
@valeriaroman
@georgemasonu
@umich
@antonella_risso
@yale
@nmnh

Top Tweeters in G9:
@rpubsrecent
@jeremylittau
@memles
@aejohnsonphd
@t_s_institute
@jeninher30s
@damianradcliffe
@txtflop
@the_persona
@brandonstorlie

Top Tweeters in G10:
@cristiancalvett
@dgzara
@wrahool
@jose_muniz
@aarosenberg
@fcomuc
@luzmdelap
@gvegayon
@andresmb
@pmgflores