#ICA19, Twitter, 5/24/2019 7:07:51 PM, 197953


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#ICA19_2019-05-24_11-49-39.xlsx
#ICA19_2019-05-24_11-49-39.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 24, 2019
Short Description:
#ICA19 via NodeXL http://bit.ly/2HRea2p
@icahdq
@katypearce
@poli_com
@bowmanspartan
@ica_cm
@linadencik
@vanatteveldt
@annenbergpenn
@ica_prd
@claesdevreese

Top hashtags:
#ica19
#hmc19
#icajods
#globalpopulismica
#ica_vis
#hashtagpolice
#netgovbeyondborders
#ica2019

Description:
Description
The graph represents a network of 1,484 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, 24 May 2019 at 18:52 UTC.

The tweets in the network were tweeted over the 9-day, 19-hour, 56-minute period from Tuesday, 14 May 2019 at 22:53 UTC to Friday, 24 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 : 1484
Unique Edges : 2820
Edges With Duplicates : 1626
Total Edges : 4446
Self-Loops : 650
Reciprocated Vertex Pair Ratio : 0.0987295825771325
Reciprocated Edge Ratio : 0.179715890320449
Connected Components : 111
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 1210
Maximum Edges in a Connected Component : 4092
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.159548
Graph Density : 0.00137542644126697
Modularity : 0.504503
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://uwpopconf.journalism.wisc.edu/
[10] https://ica2019.quickmobile.mobi/
[9] https://icagamesanteconf.info/
[8] https://twitter.com/icahdq/status/1130911403785773056
[6] https://twitter.com/cmcilwain/status/986036692594380800
[5] https://docs.google.com/document/d/1aStAoqlbrU3Pc9ILqoytz0ersVF3HIt7QNKsr2OUsBo/edit?usp=sharing
[4] https://twitter.com/DearPriya/status/1130482984098963458
[4] http://mtschaefer.net/entry/datafied-society/
[4] https://www.icahdq.org/blogpost/1518491/320547/ICA-2019-LGBTQ-Studies-sessions-and-events
[4] https://criticalracedigitalstudies.com/conference2019/

Top URLs in Tweet in G1:
[10] https://uwpopconf.journalism.wisc.edu/
[5] https://ica2019.quickmobile.mobi/
[5] https://twitter.com/icahdq/status/1130911403785773056
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197914
[3] https://docs.google.com/spreadsheets/d/1Wceyn3iO6Q_unlVpA5I0GxWKVk-SI_o90E00neRFtE4/edit?usp=sharing
[2] https://twitter.com/vanatteveldt/status/1130418737176293377
[2] https://twitter.com/rvnma/status/1131974634973409281
[2] https://icagamesanteconf.info/
[2] http://rpubs.com/cosmopolitanvan/ica19
[2] https://twitter.com/aschrock/status/1130940416612659200

Top URLs in Tweet in G2:
[6] https://twitter.com/cmcilwain/status/986036692594380800
[5] https://ica2019.quickmobile.mobi/
[5] https://docs.google.com/document/d/1aStAoqlbrU3Pc9ILqoytz0ersVF3HIt7QNKsr2OUsBo/edit?usp=sharing
[4] https://www.icahdq.org/blogpost/1518491/320547/ICA-2019-LGBTQ-Studies-sessions-and-events
[2] https://twitter.com/icahdq/status/1130911403785773056
[2] https://twitter.com/acsjica/status/1128333340493406209
[2] https://medium.com/engaged-journalism-bridging-research-and-practice/engaged-journalism-bridging-research-practice-7ae699326d82
[2] https://twitter.com/profouellette/status/1131029746232504320
[2] https://twitter.com/ombullock/status/1130836080650063873
[2] https://twitter.com/martinriedl/status/1131224799001362432

Top URLs in Tweet in G3:
[3] https://icagamesanteconf.info/
[3] https://comminfo.rutgers.edu/news/sci-faculty-heads-nations-capital-69th-annual-international-communication-association-conference
[3] https://twitter.com/KimZetter/status/1130555777385525249
[2] https://twitter.com/richardhuskey/status/1131939702125322240
[2] https://twitter.com/MandyPazAlencar/status/1129851565492396037
[2] https://twitter.com/dan_jackson9/status/1131922802456637440
[2] https://twitter.com/lee_nicole/status/1131197301404372994
[1] https://twitter.com/katypearce/status/1131594768465551360
[1] https://twitter.com/sarah_stang/status/1131932160896708611
[1] https://twitter.com/chainsawriot/status/1131183267535884289

Top URLs in Tweet in G4:
[3] https://internetgovernancelab.org/news/icapreconference2019
[2] https://twitter.com/aram/status/1126483089998401537
[1] https://www.cambridge.org/core/journals/journal-of-asian-studies/article/platform-patrol-china-the-united-states-and-the-global-battle-for-data-security/826A11255871A1D90B5B74960A5620F7
[1] https://www.tandfonline.com/doi/abs/10.1080/1369118X.2018.1510534
[1] https://twitter.com/icahdq/status/1131190637116698625
[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
[1] https://www.taylorfrancis.com/books/e/9781315270449/chapters/10.4324/9781315270449-39
[1] https://www.giga-net.org/ica2019precon/

Top URLs in Tweet in G5:
[2] https://twitter.com/mkraidy/status/1131199940842205184
[1] https://twitter.com/ZaneGTCooper/status/1131328179103240193
[1] https://twitter.com/ali_christopher/status/1131200288683986944
[1] https://twitter.com/ZaneGTCooper/status/1131587086602133504
[1] https://www.youtube.com/watch?v=T1Q_beeGjPg

[1] https://www.asc.upenn.edu/news-events/news/new-annenberg-presidential-associate-professor-sarah-j-jackson-studies-narratives
[1] https://twitter.com/MesoArgentina/status/1131921025912979457
[1] https://twitter.com/mkraidy/status/1131549054125654016
[1] https://twitter.com/mesoargentina/status/1131562538561429504
[1] https://twitter.com/mesoargentina/status/1131921025912979457

Top URLs in Tweet in G6:
[4] http://mtschaefer.net/entry/datafied-society/
[1] https://firstmonday.org/ojs/index.php/fm/issue/view/620/showToc
[1] https://www.tandfonline.com/toc/rics20/22/7?nav=tocList
[1] https://www.tandfonline.com/doi/full/10.1080/1369118X.2019.1573912
[1] https://www.routledge.com/Post-Truth-Fake-News-and-Democracy-Mapping-the-Politics/Farkas-Schou/p/book/9780367322182
[1] https://firstmonday.org/ojs/index.php/fm/article/view/9840
[1] https://twitter.com/ZeMKI_Bremen/status/1131459864910270464
[1] https://www.youtube.com/watch?v=gNF8ObJR6K8&t=5s

[1] https://www.kommunikative-figurationen.de/fileadmin/user_upload/Arbeitspapiere/CoFi_EWP_No-24_Arora.pdf
[1] https://twitter.com/LinaDencik/status/1131919024168808448

Top URLs in Tweet in G7:
[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://twitter.com/martinriedl/status/1131224799001362432
[1] https://sites.google.com/uniurb.it/dms-week/aoir-symposium/program
[1] https://twitter.com/AoIR_org/status/1130914866108227584
[1] https://www.icamobile.org/
[1] https://www.instagram.com/p/Bx0AWL4Dc0A/?igshid=1jpwiejma58t6
[1] https://www.icahdq.org/general/custom.asp?page=2019Conference#.XOfvlMw5Zmg.twitter
[1] https://twitter.com/ICA_CAT/status/1131921290355458050

Top URLs in Tweet in G8:
[4] https://icagamesanteconf.info/
[3] https://criticalracedigitalstudies.com/conference2019/
[2] https://twitter.com/RLPGBooks/status/1131967109087543302
[1] http://mpcaaca.org/the-popular-culture-studies-journal/
[1] https://www.uantwerpen.be/en/research-groups/mios/news/conferences/ica-2019/
[1] https://icagamesanteconf.info
[1] https://icagamesanteconf.ticketleap.com/registration/
[1] https://twitter.com/ThePWSA/status/1130542339401945088
[1] https://rowman.com/ISBN/9781538121245/Fear-in-Front-of-the-Screen-Children's-Fears-Nightmares-and-Thrills-from-TV
[1] https://twitter.com/DearPriya/status/1130482984098963458

Top URLs in Tweet in G9:
[3] https://www.inclusivecompanies.co.uk/awards/nominate/
[2] https://www.inclusivecompanies.co.uk/awards/consultancy/
[1] https://www.inclusivecompanies.co.uk/awards/
[1] https://www.inclusivecompanies.co.uk/awards/sponsorship/
[1] https://www.inclusivejobs.co.uk/jobs/motor-body-shop-production-manager-2/
[1] https://www.inclusivejobs.co.uk/jobs/receptionist/
[1] https://www.inclusivejobs.co.uk/jobs/office-administer/
[1] https://twitter.com/InclusiveAwards/status/1128676916016427009

Top URLs in Tweet in G10:
[1] https://twitter.com/kellyfincham/status/1131653721421697028
[1] https://twitter.com/journoscholar/status/1131626302052687873
[1] https://journals.sagepub.com/doi/abs/10.1177/2050157917725549?journalCode=mmca
[1] https://medium.com/engaged-journalism-bridging-research-and-practice/engaged-journalism-bridging-research-practice-7ae699326d82?mc_cid=903411761e&mc_eid=afdeaf77ee
[1] https://medium.com/engaged-journalism-bridging-research-and-practice/engaged-journalism-bridging-research-practice-7ae699326d82
[1] https://uwpopconf.journalism.wisc.edu/
[1] https://twitter.com/VinArceneaux/status/1131863651009400833

Top Domains
Top Domains in Tweet in Entire Graph:
[178] twitter.com
[19] google.com
[12] tandfonline.com
[12] wisc.edu
[11] quickmobile.mobi
[10] icahdq.org
[10] icagamesanteconf.info
[10] co.uk
[8] radian6.com
[7] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[32] twitter.com
[10] wisc.edu
[7] nodexlgraphgallery.org
[6] quickmobile.mobi
[4] tandfonline.com
[4] google.com
[2] icagamesanteconf.info
[2] ymaws.com
[2] commscience.org
[2] rpubs.com

Top Domains in Tweet in G2:
[30] twitter.com
[8] google.com
[6] icahdq.org
[5] quickmobile.mobi
[3] bu.edu
[3] ucpress.edu
[2] medium.com
[1] ymaws.com
[1] abstractcentral.com
[1] mediaengagement.org

Top Domains in Tweet in G3:
[36] twitter.com
[4] instagram.com
[3] icagamesanteconf.info
[3] swarmapp.com
[3] rutgers.edu
[1] untappd.com
[1] youtube.com
[1] icahdq.org
[1] google.com
[1] pantheonsite.io

Top Domains in Tweet in G4:
[9] twitter.com
[3] internetgovernancelab.org
[1] cambridge.org
[1] tandfonline.com
[1] yale.edu
[1] sagepub.com
[1] taylorfrancis.com
[1] giga-net.org
[1] cigionline.org
[1] interfolio.com

Top Domains in Tweet in G5:
[14] twitter.com
[1] youtube.com
[1] upenn.edu
[1] criticalracedigitalstudies.com
[1] weebly.com

Top Domains in Tweet in G6:
[7] twitter.com
[4] mtschaefer.net
[2] firstmonday.org
[2] tandfonline.com
[2] uni-bremen.de
[1] routledge.com
[1] youtube.com
[1] kommunikative-figurationen.de
[1] sagepub.com
[1] leibniz-hbi.de

Top Domains in Tweet in G7:
[8] twitter.com
[2] washingtonian.com
[1] wordpress.com
[1] google.com
[1] icamobile.org
[1] instagram.com
[1] icahdq.org
[1] taylorandfrancis.com
[1] e2ma.net

Top Domains in Tweet in G8:
[5] icagamesanteconf.info
[4] twitter.com
[3] criticalracedigitalstudies.com
[1] mpcaaca.org
[1] uantwerpen.be
[1] ticketleap.com
[1] rowman.com

Top Domains in Tweet in G9:
[10] co.uk
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] medium.com
[1] sagepub.com
[1] wisc.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2397] ica19
[89] hmc19
[74] icajods
[73] globalpopulismica
[58] ica_vis
[53] hashtagpolice
[48] netgovbeyondborders
[35] ica2019
[34] cargc1819
[30] globalpopulism



Top Hashtags in Tweet in G1:
[599] ica19
[79] hmc19
[55] ica_vis
[15] ica_cat
[11] ica_gs
[11] rstats
[11] ica2019
[10] hmc
[9] ica_csab
[9] polcomm

Top Hashtags in Tweet in G2:
[265] ica19
[22] communicationsowhite
[16] ica_lgbtq
[8] washingtondc
[7] ica_eric
[6] ica_acsj
[6] grindr
[5] northkorea
[4] polyamory
[3] hmc19

Top Hashtags in Tweet in G3:
[361] ica19
[52] hashtagpolice
[10] rusci
[6] icacoffee
[5] phd
[5] rutgers
[5] ppdd2019
[3] ica_sports
[3] digitaldivide
[2] ica_cat

Top Hashtags in Tweet in G4:
[116] ica19
[46] netgovbeyondborders
[13] internetgovernance
[11] ica_sports
[8] netgov
[7] iot
[6] china
[5] socialjustice
[2] superbowl
[2] halftime

Top Hashtags in Tweet in G5:
[146] ica19
[30] cargc1819
[14] digitaljournalismpreconference
[4] fomo
[4] ica2019
[4] cargcpress
[4] ica_his
[4] digitaljournalism
[4] latinamerica
[3] cargclemons

Top Hashtags in Tweet in G6:
[126] ica19
[72] icajods
[13] justiceandorder
[5] datajustice
[3] comrobs
[3] hmc19
[2] datafied
[2] ica2019
[2] bots
[1] transparency

Top Hashtags in Tweet in G7:
[81] ica19
[2] fomo
[2] 5sos
[2] iihfworlds
[2] mtsagm2019
[2] insulin4all
[2] iihfworlds2019
[2] cpnewshound
[2] climatechange
[2] euelections2019

Top Hashtags in Tweet in G8:
[90] ica19
[22] gamesanteconf
[6] professionalwrestling
[5] popularcommunication
[5] ica_gs
[4] hatsunemiku
[3] livestreaming
[2] eatingfandom
[2] turkey
[2] fracturedfandom

Top Hashtags in Tweet in G9:
[28] ica19
[5] diversity
[5] it50
[4] consultancy
[4] network
[3] inclusivecompanies
[3] inclusion
[2] ica
[2] champion
[2] chiefexecutive

Top Hashtags in Tweet in G10:
[51] ica19
[15] engageica
[2] icaengage
[2] ica2019
[2] commladiesknowstuff
[2] icecream
[2] academictwitter
[1] polcomm
[1] sciencefair
[1] 1stgrade

Top Words
Top Words in Tweet in Entire Graph:
[2266] Words in Sentiment List#1: Positive
[774] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[61818] Non-categorized Words
[64858] Total Words
[2397] #ica19
[329] conference
[309] communication
[279] icahdq
[233] research

Top Words in Tweet in G1:
[599] #ica19
[139] communication
[121] ica_cm
[110] research
[106] computational
[91] new
[79] #hmc19
[71] icahdq
[64] conference
[63] excited

Top Words in Tweet in G2:
[265] #ica19
[112] icahdq
[57] conference
[48] s
[40] ica
[35] check
[32] out
[32] time
[30] thanks
[30] communication

Top Words in Tweet in G3:
[361] #ica19
[52] hashtag
[52] #hashtagpolice
[50] conference
[47] dc
[39] icagames
[34] around
[33] see
[30] icahdq
[27] here

Top Words in Tweet in G4:
[116] #ica19
[51] internetgov
[46] #netgovbeyondborders
[45] internet
[23] new
[22] pre
[21] panel
[20] communication
[20] lauradenardis
[19] governance

Top Words in Tweet in G5:
[146] #ica19
[67] annenbergpenn
[44] annenbergcargc
[32] mkraidy
[31] annenberg
[30] #cargc1819
[29] booth
[26] wagnercelest
[25] pro
[24] thrilled

Top Words in Tweet in G6:
[126] #ica19
[72] #icajods
[32] pre
[30] linadencik
[24] datafied
[21] data
[20] conference
[19] 3lmantra
[19] platforms
[19] justice

Top Words in Tweet in G7:
[81] #ica19
[19] dc
[12] conference
[9] good
[8] out
[8] communication
[7] way
[6] week
[6] washington
[6] s

Top Words in Tweet in G8:
[90] #ica19
[29] games
[25] icagames
[22] #gamesanteconf
[22] conference
[17] ante
[16] dc
[16] esports
[15] augamelab
[15] communication

Top Words in Tweet in G9:
[38] 2019
[37] nominated
[37] award
[36] inclusive
[29] companies
[28] #ica19
[23] congratulations
[22] year
[20] inclusiveawards
[16] awards

Top Words in Tweet in G10:
[51] #ica19
[20] research
[15] s
[15] #engageica
[14] mnjournalismctr
[12] conference
[12] next
[12] journoscholar
[11] journalism
[11] umn_hsjmc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[117] pre,conference
[101] check,out
[81] looking,forward
[77] communication,research
[76] computational,communication
[61] washington,dc
[59] issue,computational
[58] inaugural,issue
[56] excited,proud
[56] proud,launch

Top Word Pairs in Tweet in G1:
[70] computational,communication
[68] communication,research
[53] issue,computational
[52] inaugural,issue
[50] excited,proud
[50] proud,launch
[50] launch,inaugural
[50] research,new
[50] new,community
[50] community,owned

Top Word Pairs in Tweet in G2:
[26] check,out
[20] first,time
[19] pre,conference
[16] pro,tip
[15] saturday,25
[15] #ica19,hilton
[14] interactive,map
[14] wait,see
[14] tip,wifi
[14] wifi,network

Top Word Pairs in Tweet in G3:
[52] hashtag,#ica19
[52] #ica19,#hashtagpolice
[24] icagames,#ica19
[14] hi,#ica19
[14] #ica19,lived
[14] lived,around
[14] around,dc
[14] dc,nearly
[14] nearly,whole
[14] whole,life

Top Word Pairs in Tweet in G4:
[25] #ica19,#netgovbeyondborders
[18] internet,governance
[15] pre,conference
[12] #netgovbeyondborders,#ica19
[10] school,communication
[9] internetgov,lab
[8] control,internet
[8] many,thanks
[8] communication,social
[8] social,justice

Top Word Pairs in Tweet in G5:
[24] thrilled,announce
[24] announce,sjjphd
[24] sjjphd,joining
[24] joining,annenberg
[24] annenberg,faculty
[24] faculty,july
[24] july,1
[24] 1,presidential
[24] presidential,associate
[23] annenbergpenn,thrilled

Top Word Pairs in Tweet in G6:
[47] #icajods,#ica19
[18] #ica19,#icajods
[17] pre,conference
[14] datafied,society
[10] #ica19,#justiceandorder
[10] order,datafied
[9] #justiceandorder,pre
[9] justice,order
[8] digital,media
[7] #ica19,pre

Top Word Pairs in Tweet in G7:
[5] looking,forward
[4] way,#ica19
[3] check,out
[3] dc,#ica19
[3] ica,conference
[3] washington,dc
[3] tornado,warning
[2] next,week
[2] d,c
[2] excited,see

Top Word Pairs in Tweet in G8:
[17] ante,conference
[12] #ica19,#gamesanteconf
[11] esports,commentators
[9] washington,dc
[9] heading,#ica19
[9] #ica19,tomorrow
[8] #gamesanteconf,icagames
[7] games,communication
[7] njit,cs
[7] cs,undergrad

Top Word Pairs in Tweet in G9:
[29] inclusive,companies
[26] 2019,inclusive
[23] award,2019
[22] year,award
[16] companies,awards
[13] nominated,chief
[13] chief,executive
[13] executive,year
[12] inclusiveawards,congratulations
[11] congratulations,alison_4life

Top Word Pairs in Tweet in G10:
[9] next,year
[9] year,mnjournalismctr
[9] mnjournalismctr,umn_hsjmc
[9] umn_hsjmc,workshop
[9] workshop,7
[9] 7,8
[9] 8,2020
[9] 2020,s
[9] s,research
[9] research,strand

Top Replied-To
Top Replied-To in Entire Graph:
@katypearce
@bowmanspartan
@ombullock
@solecheler
@mrbrianhughes
@ica_cm
@chanders
@icahdq
@mandypazalencar
@robonarratives

Top Replied-To in G1:
@solecheler
@ica_cm
@freddy_hopp
@robonarratives
@chanders
@carolinischen
@abjordan505
@kesearles
@mscharkow
@fabiennelind

Top Replied-To in G2:
@markboukes
@ekvraga
@bellur
@dempsey_dr
@utexasmoody
@devjpow
@icahdq

Top Replied-To in G3:
@katypearce
@bowmanspartan
@drbeckyhayes
@mandypazalencar
@paolasartoretto
@broughtonmicova
@sofya_glazunova
@cscolari
@thekpopprof
@popcomm

Top Replied-To in G4:
@internetgov
@katypearce
@shotinshanghai
@c___cs
@silviowaisbord
@vekstra

Top Replied-To in G5:
@annenbergcargc
@mariarepnikova
@fattalx
@mkraidy

Top Replied-To in G6:
@annaeveryday
@usharaman

Top Replied-To in G8:
@bowmanspartan
@setsuna_c

Top Replied-To in G9:
@angloamerican
@changinglives__
@diversematters1
@ccgilesyork
@naheednazir

Top Replied-To in G10:
@bernadetteuth
@nikkiusher
@s_soroka

Top Mentioned
Top Mentioned in Entire Graph:
@icahdq
@ica_cm
@annenbergpenn
@icagames
@vanatteveldt
@internetgov
@cuboulder_cmrc
@ica_cat
@annenbergcargc
@poli_com

Top Mentioned in G1:
@ica_cm
@icahdq
@vanatteveldt
@poli_com
@teachguz
@ica_cat
@lutzid
@jahapaula
@icacamdivision
@rvnma

Top Mentioned in G2:
@icahdq
@icaglbt
@ica_fsd
@acsjica
@ic
@bestqualitycrab
@stineeckert
@drajchristian
@lukaszszulc
@fitch_kate

Top Mentioned in G3:
@icagames
@icahdq
@dearpriya
@bowmanspartan
@katypearce
@abjordan505
@arcticpenguin
@nwo_ssh
@janvandenbulck
@icapopcomm

Top Mentioned in G4:
@internetgov
@lauradenardis
@giganetr
@americanu
@shotinshanghai
@icahdq
@filippotrevisan
@au_soc
@c___cs
@michaelserazio

Top Mentioned in G5:
@annenbergpenn
@annenbergcargc
@mkraidy
@wagnercelest
@sjjphd
@icahdq
@pablobochon
@facunduns
@zanegtcooper
@ugemitch

Top Mentioned in G6:
@linadencik
@annaeveryday
@3lmantra
@julie17usc
@andreas_hepp
@usharaman
@markandrejevic
@ellgood
@joeprof
@wwschulz

Top Mentioned in G8:
@icagames
@augamelab
@miac
@sarah_stang
@xdkerr
@screeningsex
@silabnjit
@donnapeberdy
@maxwellfoxman
@kellindunlap

Top Mentioned in G9:
@inclusiveawards
@alison_4life
@naheednazir
@diversematters1
@tara_hewitt
@ncalliance_nhs
@dccjoshiner
@accstevebarry
@suspolfed
@unison_suspol

Top Mentioned in G10:
@mnjournalismctr
@journoscholar
@umn_hsjmc
@andreawenzel
@towcenter
@cronkite_asu
@tukleincollege
@sojcagora
@xiayp

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@united
@askplaystation
@postnl
@reignofapril
@calcaware
@washingtonpost
@alaskaair
@paco229
@xbox

Top Tweeters in G1:
@paco229
@jeremyhl
@pewresearch
@statedept
@csis
@rstatstweet
@chanders
@ahmedmedien
@nancybaym
@naledgesince82

Top Tweeters in G2:
@ica
@dave_cochran
@antoniobuehler
@followlori
@drmcar
@drsrp1
@ginamchen
@dangelofisher
@finolak
@bestqualitycrab

Top Tweeters in G3:
@alaskaair
@timeshighered
@katypearce
@cscolari
@gonzeux
@reintjanrenes
@bowmanspartan
@arzugeybulla
@shionguha
@aschrock

Top Tweeters in G4:
@premierleague
@hushuo
@nanwarner
@sunil_abraham
@jasmollica
@mauracunningham
@aram
@bournemouthuni
@jas
@laurnsmith

Top Tweeters in G5:
@reignofapril
@ugemitch
@aisha1908
@midelario
@blklibrarygirl
@dumilm
@ngongang
@profkori
@salexandy
@susandhaas

Top Tweeters in G6:
@vesperuk
@schiphol
@tetisheri
@frankpasquale
@tweetinchar
@hackingracism
@luke_stark
@hypervisible
@profwernimont
@jnyrose

Top Tweeters in G7:
@savasavasava
@jeremylittau
@jeninher30s
@damianradcliffe
@txtflop
@tamaleaver
@hermida
@elissawi
@brandonstorlie
@drfior

Top Tweeters in G8:
@philshapiro
@zuzudotai
@lynncomella
@oupacademic
@esa
@mediaoracle
@uosojc
@brimwats
@capwell2049
@setsuna_c

Top Tweeters in G9:
@tara_hewitt
@christineburns
@craigdavidson85
@sussex_police
@adambeyoncelowe
@samayyaafzal
@nhse_paul
@alison_4life
@n_landcouncil
@yvonnecoghill1

Top Tweeters in G10:
@brendannyhan
@knightfdn
@zidanism
@czuegner
@jonathanderson
@kellyfincham
@dfreelon
@sumjazfi
@kesearles
@schradie