#ica20, Twitter, 5/21/2020 7:46:17 PM, 227027


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#ica20 Twitter NodeXL SNA Map and Report for Thursday, 21 May 2020 at 19:01 UTC
#ica20 Twitter NodeXL SNA Map and Report for Thursday, 21 May 2020 at 19:01 UTC
From:
marc_smith
Uploaded on:
May 21, 2020
Short Description:
#ica20 via NodeXL https://bit.ly/3bOAg2F
@icahdq
@katypearce
@claesdevreese
@poli_com
@lsawyered
@icaviscomm
@willthewordguy
@journalism_ica
@emrinke
@gcsc2020

Top hashtags:
#ica20
#ica20opening
#opencomm
#ica_pol
#icalatam
#wewillmeetyouwhereyouare
#hashtagpolice

Description:
Description
The graph represents a network of 1,372 Twitter users whose recent tweets contained "#ica20", 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 Thursday, 21 May 2020 at 19:16 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 20-minute period from Wednesday, 13 May 2020 at 09:49 UTC to Thursday, 21 May 2020 at 19:10 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 : 1372
Unique Edges : 4542
Edges With Duplicates : 2848
Total Edges : 7390
Number of Edge Types : 5
MentionsInRetweet : 3123
Replies to : 226
Mentions : 1552
Retweet : 1855
Tweet : 634
Self-Loops : 642
Reciprocated Vertex Pair Ratio : 0.112057946314444
Reciprocated Edge Ratio : 0.201532567049808
Connected Components : 51
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 1289
Maximum Edges in a Connected Component : 7291
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.431546
Graph Density : 0.00277510191322543
Modularity : 0.42354
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,372 Twitter users whose recent tweets contained "#ica20", 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 Thursday, 21 May 2020 at 19:16 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 20-minute period from Wednesday, 13 May 2020 at 09:49 UTC to Thursday, 21 May 2020 at 19:10 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #ica20
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] https://www.youtube.com/watch?v=yhVZiJCJHU8&feature=youtu.be

[18] https://twitter.com/icahdq/status/1260968175153397760
[14] https://twitter.com/icahdq/status/1262775178427338753
[13] https://hubs.mozilla.com:443/
[7] https://hubs.mozilla.com/link/MeG7t6m
[7] https://www.inclusivecompanies.co.uk/awards/nominate/
[5] https://vimeo.com/421113832
[4] https://twitter.com/icahdq/status/1263077802183712769
[4] https://www.youtube.com/watch?v=mlJGdMDESQo&feature=youtu.be

[4] https://twitter.com/LSawyerED/status/1263128584262123520

Top URLs in Tweet in G1:
[16] https://www.youtube.com/watch?v=yhVZiJCJHU8&feature=youtu.be

[9] https://hubs.mozilla.com:443/
[7] https://twitter.com/icahdq/status/1260968175153397760
[6] https://twitter.com/icahdq/status/1262775178427338753
[5] https://hubs.mozilla.com/link/MeG7t6m
[4] https://twitter.com/claesdevreese/status/1262362573313380353
[4] https://twitter.com/claesdevreese/status/1263492721458778112
[3] https://twitter.com/sina_jb/status/1262770860915638273
[3] https://twitter.com/judith_moeller/status/1263092917201223680
[2] https://hubs.mozilla.com/link/CxA5RxB

Top URLs in Tweet in G2:
[13] https://www.youtube.com/watch?v=yhVZiJCJHU8&feature=youtu.be

[4] https://twitter.com/icahdq/status/1260968175153397760
[2] https://twitter.com/icahdq/status/1262752414270017539
[2] https://prezi.com/view/MDOuE8vjIBdYDfUhgIFC/
[2] http://r.socialstudio.radian6.com/e7c24d28-8c40-4f1e-815f-07b466a68607
[2] http://r.socialstudio.radian6.com/f6091d34-8bec-4f79-b32f-19e6391a873e
[2] https://twitter.com/Routledge_MandC/status/1263092216454696960
[1] https://www.youtube.com/watch?v=cZzvp-w2hVE&feature=youtu.be

[1] https://www.icahdq.org/page/2020Videos
[1] https://www.icahdq.org/page/2020FAQ

Top URLs in Tweet in G3:
[3] https://vimeo.com/421113832
[2] https://www.youtube.com/watch?v=yhVZiJCJHU8&feature=youtu.be

[2] https://vimeo.com/user116055651/review/421177674/fbb677f26e
[2] https://twitter.com/BUCOMResearch/status/1263141294706249734
[2] http://www.sps.ed.ac.uk/about/news/2020/journalism_research_wins_international_award
[1] https://twitter.com/icahdq/status/1260968175153397760
[1] https://twitter.com/commscholar/status/1263529796602155009
[1] https://player.vimeo.com/video/420965709
[1] https://player.vimeo.com/video/420966480
[1] https://player.vimeo.com/video/420979704

Top URLs in Tweet in G4:
[6] https://www.youtube.com/watch?v=yhVZiJCJHU8&feature=youtu.be

[2] https://twitter.com/IJ_Online/status/1263119203118219264
[2] https://www.eventbrite.com.au/e/ica-pre-conference-on-open-methods-open-data-tickets-105191691180
[2] https://www.asc.upenn.edu/news-events/news/ica2020
[2] https://twitter.com/icahdq/status/1260968175153397760
[1] https://www.icahdq.org/page/ICA2020
[1] https://twitter.com/emrinke/status/1258463222186852352
[1] https://oit.colorado.edu/tutorial/captioning-using-and-improving-youtube%E2%80%99s-auto-generated-captions
[1] https://twitter.com/LSawyerED/status/1263128584262123520
[1] https://twitter.com/olivermb/status/1263216961166741506

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?v=yhVZiJCJHU8&feature=youtu.be

[3] https://www.youtube.com/watch?v=mlJGdMDESQo&feature=youtu.be

[3] https://twitter.com/barbourjosh/status/1263160828888518656
[2] https://hubs.mozilla.com:443/
[2] https://www.youtube.com/watch?v=mlJGdMDESQo&feature=youtu.be&fbclid=IwAR3Iu0Ev97fss0caQ_z9mpzsojHAVfFNV7qfDf7pk_6IZ0O7DpV6yQ6Yr_I

[2] https://docs.google.com/document/d/e/2PACX-1vSvdPH8xTJPh7laLDORdkmppr74ADe-4EQdXOvf2dlw9alGVkoTqgN0gMj8pIDKnQ/pub?urp=gmail_link
[2] https://www.youtube.com/watch?v=wyaimvC-IeQ

[2] https://twitter.com/icahdq/status/1260968175153397760
[2] https://twitter.com/medialse/status/1263425424601878529
[1] https://twitter.com/icahdq/status/1263077802183712769

Top URLs in Tweet in G6:
[1] https://twitter.com/sina_jb/status/1262770860915638273
[1] https://twitter.com/stephen_cushion/status/1262746907727720448
[1] https://twitter.com/icahdq/status/1262775178427338753
[1] https://ica2020.abstractcentral.com/s1agxt/com.scholarone.s1agxt.s1agxt/S1A.html?&a=4434&b=1593989&c=49928&d=17&e=46633798&f=17&g=null&h=BROWSE_THE_PROGRAM&i=N&j=N&k=N&l=Y&m=uCAmef6GC8UdSBKct8Gv9os&r=sTg1j&r2=sTg1jM5k25gIUT6xM_Mxc8H2i8IA8NWjl7sTXJ4o&n=0&o=1589977940832&q=Y&p=https://ica2020.abstractcentral.com&x=Y&z=
[1] https://twitter.com/aschrock/status/1263236544782950400
[1] https://twitter.com/Tobias_Keller/status/1263248257670459392
[1] https://twitter.com/ZeMKI_Bremen/status/1263088783433572352
[1] https://twitter.com/icahdq/status/1260968175153397760

Top URLs in Tweet in G7:
[2] https://twitter.com/SebaValenz/status/1262472288999477249
[1] https://twitter.com/icahdq/status/1262775178427338753
[1] https://twitter.com/wagnercelest/status/1263466136957485058
[1] https://twitter.com/ugemitch/status/1263513424941780992
[1] https://twitter.com/gcsc2020/status/1262159543896858625
[1] https://twitter.com/chavezye/status/1263243402268667904
[1] https://twitter.com/miriamhdz/status/1263541045163225094

Top URLs in Tweet in G8:
[2] https://wishcrys.com/icattdy/
[1] https://www.instagram.com/tv/CAXfY6_AlOB/
[1] http://timhighfield.net/2020/05/18/examining-instagram-time-ica20/
[1] https://twitter.com/ACMcCosker/status/1262285538268114945
[1] https://www.youtube.com/watch?v=gIzRsvFKdVc&feature=youtu.be

[1] https://politybooks.com/
[1] https://twitter.com/tamaleaver/status/1263294593929326592
[1] https://www.tiktok.com/@testacctresearchkaye/video/6825173712950611205?u_code=dbbmf8c5mlc8el&preview_pb=0&language=en&_d=d7ll3icbe4h34a×tamp=1589109758&user_id=6804953550033568773&utm_source=copy&utm_campaign=client_share&utm_medium=android&share_app_name=musically&share_iid=6825016019472598790&source=h5_m
[1] https://twitter.com/bradyjay/status/1260729309410373632

Top URLs in Tweet in G9:
[1] https://twitter.com/s_soroka/status/1262733570612830208
[1] https://fractureddemocracy.journalism.wisc.edu/

Top URLs in Tweet in G10:
[2] https://hubs.mozilla.com:443/
[2] https://www.researchgate.net/publication/341256060_The_Genetic_Code_of_Talking_about_Genetic_Testing_An_Unsupervised_Machine_Learning_Analysis_of_Media_Frames_of_Direct-to-Consumer_Genetic_Testing_Kits
[1] https://www.researchgate.net/profile/Melissa_Moore27
[1] https://twitter.com/ophiryotam/status/1261290063381528578
[1] https://twitter.com/icahdq/status/1262752414270017539
[1] https://twitter.com/icahdq/status/1262775178427338753
[1] https://twitter.com/icahdq/status/1263182811533582336
[1] https://twitter.com/LSawyerED/status/1263128584262123520
[1] https://twitter.com/bowmanspartan/status/1263225526837284870
[1] https://hubs.mozilla.com/link/MeG7t6m

Top Domains
Top Domains in Tweet in Entire Graph:
[299] twitter.com
[59] youtube.com
[28] mozilla.com
[14] vimeo.com
[13] icahdq.org
[12] co.uk
[11] radian6.com
[9] tandfonline.com
[7] com.au
[5] ac.uk

Top Domains in Tweet in G1:
[148] twitter.com
[20] mozilla.com
[20] youtube.com
[6] icahdq.org
[5] tandfonline.com
[4] vimeo.com
[3] cambridge.org
[2] com.au
[2] instagram.com
[2] healthcommunication.nl

Top Domains in Tweet in G2:
[27] twitter.com
[14] youtube.com
[11] radian6.com
[3] icahdq.org
[2] mozilla.com
[2] co.uk
[2] prezi.com
[2] filesusr.com
[1] abstractcentral.com
[1] com.au

Top Domains in Tweet in G3:
[20] twitter.com
[9] vimeo.com
[5] ac.uk
[2] youtube.com
[2] tandfonline.com
[1] academia.edu
[1] upenn.edu
[1] vcu.edu

Top Domains in Tweet in G4:
[23] twitter.com
[7] youtube.com
[4] com.au
[2] upenn.edu
[1] icahdq.org
[1] colorado.edu
[1] uchicago.edu
[1] leibniz-hbi.de

Top Domains in Tweet in G5:
[30] twitter.com
[13] youtube.com
[3] mozilla.com
[2] google.com
[2] icahdq.org
[1] tandfonline.com
[1] wiley.com
[1] apa.org
[1] qualtrics.com
[1] ica-cam.org

Top Domains in Tweet in G6:
[7] twitter.com
[1] abstractcentral.com

Top Domains in Tweet in G7:
[8] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] wishcrys.com
[1] instagram.com
[1] timhighfield.net
[1] youtube.com
[1] politybooks.com
[1] tiktok.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] wisc.edu

Top Domains in Tweet in G10:
[7] twitter.com
[4] researchgate.net
[3] mozilla.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2651] ica20
[146] ica20opening
[115] opencomm
[64] ica_pol
[61] icalatam
[61] wewillmeetyouwhereyouare
[50] hashtagpolice
[46] dcsa20
[45] petsofica
[42] ica_jsd



Top Hashtags in Tweet in G1:
[920] ica20
[103] opencomm
[48] ica20opening
[48] ica_pol
[29] wewillmeetyouwhereyouare
[29] polcomm
[23] openscience
[18] ica_csab
[17] petsofica
[16] bingeica

Top Hashtags in Tweet in G2:
[374] ica20
[33] ica20opening
[16] scig20
[15] wewillmeetyouwhereyouare
[8] hmc
[6] journalism
[6] routledge
[5] ica_cat
[5] ica_hmc
[4] petsofica

Top Hashtags in Tweet in G3:
[247] ica20
[34] ica_jsd
[22] ica_vis
[18] ijpp
[8] ica20opening
[8] ica_js
[7] umnproud
[6] edcdcs
[5] icavisualpolitics
[4] petsofica

Top Hashtags in Tweet in G4:
[303] ica20
[49] hashtagpolice
[18] publicdiplomacy
[17] ica20opening
[12] icapopcomm
[9] petsofica
[7] opencomm
[7] wewillmeetyouwhereyouare
[6] ica_pr
[4] diplomacy

Top Hashtags in Tweet in G5:
[383] ica20
[46] dcsa20
[28] ica_cat
[26] ica20opening
[14] ica_lgbtq
[8] dsca20
[7] ica_mob
[7] wewillmeetyouwhereyouare
[7] ica_org
[6] orgcomm

Top Hashtags in Tweet in G6:
[43] ica20
[4] petsofica
[2] besttitles
[1] coronavirus
[1] ica_infosys
[1] perspectivetaking
[1] curseofknowledge
[1] yesweknow
[1] couldntfindtooheys
[1] ica20opening

Top Hashtags in Tweet in G7:
[60] ica20
[60] icalatam
[2] niunamenos
[1] polarization
[1] community
[1] sixseasonsandamovie
[1] ica20opening
[1] noisenostalgic
[1] francescabelotti
[1] francescacomunello

Top Hashtags in Tweet in G8:
[40] ica20
[11] icattdy
[2] ica_vis
[1] ica20opening

Top Hashtags in Tweet in G9:
[41] ica20
[3] ica_pol
[3] polcomm
[1] icattdy
[1] ica_cm

Top Hashtags in Tweet in G10:
[50] ica20
[8] ica_gs
[3] genetictesting
[3] romcom
[2] ica_mass
[1] ica20opening
[1] academictwitter
[1] petsofica
[1] dogsrule
[1] ica14

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1159] #ica20
[271] amp
[197] open
[181] conference
[166] poli_com
[161] #opencomm
[156] virtual
[126] communication
[126] media
[121] ica

Top Words in Tweet in G2:
[437] #ica20
[110] conference
[95] virtual
[93] icahdq
[57] password
[49] please
[48] media
[47] amp
[46] work
[45] hashtags

Top Words in Tweet in G3:
[418] #ica20
[164] amp
[140] journalism
[102] article
[80] #ica_jsd
[74] award
[63] paper
[60] best
[60] donsbach
[57] year

Top Words in Tweet in G4:
[343] #ica20
[53] hashtag
[51] amp
[49] #hashtagpolice
[47] virtual
[45] open
[36] ica
[35] conference
[31] icahdq
[29] paper

Top Words in Tweet in G5:
[469] #ica20
[95] amp
[80] media
[78] conference
[62] #dcsa20
[62] virtual
[62] ica
[49] presentation
[44] check
[42] co

Top Words in Tweet in G6:
[43] #ica20
[14] virtual
[10] conference
[5] presentation
[5] australia
[4] presentations
[4] work
[4] time
[4] first
[4] #petsofica

Top Words in Tweet in G7:
[92] #ica20
[86] #icalatam
[66] media
[66] amp
[48] latin
[44] america
[43] digital
[35] ugemitch
[32] keynote
[31] pre

Top Words in Tweet in G8:
[51] #ica20
[33] amp
[26] instagram
[20] teaching
[19] use
[18] wishcrys
[18] captions
[17] see
[15] timhighfield
[14] roundtable

Top Words in Tweet in G9:
[42] #ica20
[17] conference
[17] site
[17] shannimcg
[16] sgonzalezbailon
[16] alicetiara
[15] uw_cccr
[15] fracturing
[15] democracy
[15] talks

Top Words in Tweet in G10:
[54] #ica20
[16] conference
[13] research
[12] amp
[12] virtual
[11] #ica_gs
[8] see
[8] reception
[8] chrisdobmeier
[7] learning

Top Word Pairs
Top Word Pairs in Tweet in G2:
[54] #ica20,virtual
[52] virtual,conference
[48] social,media
[48] #ica20opening,#ica20
[48] opening,reception
[39] look,hashtags
[38] hashtags,#ica20
[37] #ica20,use
[36] use,hashtags
[34] hashtags,tomorrow

Top Word Pairs in Tweet in G3:
[38] outstanding,article
[29] article,year
[25] donsbach,outstanding
[24] wolfgang,donsbach
[23] year,award
[22] journalism,studies
[22] award,#ica20
[22] #ica20,#ica_jsd
[22] foundation,funding
[22] boundaries,journalism

Top Word Pairs in Tweet in G4:
[53] hashtag,#ica20
[52] #ica20,#hashtagpolice
[47] memes,made
[44] made,#ica20
[31] open,methods
[28] open,data
[28] #ica20,virtual
[25] opening,reception
[25] virtual,#ica20
[25] pre,conference

Top Word Pairs in Tweet in G5:
[53] #dcsa20,#ica20
[49] #ica20,#dcsa20
[13] #ica20,#ica_cat
[13] virtual,conference
[13] social,media
[13] south,asia
[12] early,career
[11] #ica20,presentation
[10] digital,cultures
[10] media,studies

Top Word Pairs in Tweet in G6:
[32] virtual,conference
[24] virtual,#ica20
[24] australia,#ica20
[22] #ica20,presentation
[21] looking,forward
[19] prof,dr
[14] #ica20,conference
[14] co,worker
[14] #ica20,virtual
[14] #ica20,#besttitles

Top Word Pairs in Tweet in G7:
[6] latin,america
[3] digital,media
[3] #icalatam,#ica20
[2] media,latin
[2] keynote,speaker
[2] speaker,ingrid_bachmann
[2] pre,conference
[2] social,media
[2] live,amp
[2] amp,sessions

Top Word Pairs in Tweet in G8:
[44] #ica20,roundtable
[36] visual,social
[35] social,media
[33] wishcrys,timhighfield
[30] timhighfield,acmccosker
[22] acmccosker,adamsuess
[20] adamsuess,katie_warfield
[18] panel,amp
[15] amp,amp
[15] amp,tiktok

Top Word Pairs in Tweet in G9:
[11] fracturing,democracy
[10] democracy,conference
[10] kearneymw,shannimcg
[10] those,wait
[10] wait,#ica20
[10] #ica20,visit
[10] visit,uw_cccr
[10] uw_cccr,uw_mcrc
[10] uw_mcrc,fracturing
[10] conference,site

Top Word Pairs in Tweet in G10:
[15] #ica20,conference
[15] narrative,format
[15] check,email
[11] #ica20,#ica_gs
[11] virtual,version
[11] version,#ica20
[11] conference,starts
[11] starts,today
[11] today,presentations
[11] presentations,research

Top Replied-To
Top Replied-To in Entire Graph:
@icahdq
@lsawyered
@claesdevreese
@bzelizer
@ica_pd
@cyberdivalivesl
@psubellisario
@mooremelissam
@abjordan505
@antmandan

Top Replied-To in G1:
@claesdevreese
@bzelizer
@lsawyered
@abjordan505
@anneohirsch
@katypearce
@pengyilang
@shannimcg
@jake_fisher
@janvandenbulck

Top Replied-To in G2:
@icahdq
@lsawyered
@nikkiusher
@andrewcbillings
@simoned87
@parrish_cp
@anneohirsch
@claesdevreese
@antmandan
@drmattcarlson

Top Replied-To in G3:
@icahdq
@rasmus_kleis
@journalism_ica
@claesdevreese
@martinriedl
@loganex
@pengyilang
@jmgrygiel
@thekirstenadams
@caitjoydobson

Top Replied-To in G4:
@ica_pd
@psubellisario
@routledge_mandc
@icahdq
@m_aronczyk
@markandrejevic
@avant_g
@antmandan
@lsawyered
@aschrock

Top Replied-To in G5:
@cyberdivalivesl
@lsawyered
@sevendeviled
@aswinp
@dhirajmurthy
@bartoszwilczek
@mandypazalencar
@icacamdivision
@kathbeullens
@abjordan505

Top Replied-To in G7:
@hernangalperin

Top Replied-To in G9:
@william_partin

Top Replied-To in G10:
@mooremelissam
@chrisdobmeier

Top Mentioned
Top Mentioned in Entire Graph:
@icahdq
@poli_com
@claesdevreese
@bzelizer
@prof_vaccari
@emrinke
@meljbunce
@fhanusch
@shannimcg
@newsprof1

Top Mentioned in G1:
@poli_com
@icahdq
@claesdevreese
@emrinke
@bzelizer
@fidlerfm
@judith_moeller
@prowag
@shannimcg
@prof_vaccari

Top Mentioned in G2:
@icahdq
@claesdevreese
@bzelizer
@hwasser
@ica_hmc
@terryflew123
@icacamdivision
@baldwinvangorp
@jeffhancock
@icaviscomm

Top Mentioned in G3:
@meljbunce
@newsprof1
@fhanusch
@martinscott2010
@journalism_ica
@icahdq
@journstudies
@poli_com
@thanitzsch
@jyotiram

Top Mentioned in G4:
@icahdq
@ica_pd
@acsjica
@slpsyracuse
@cloudaus
@bernhyland
@luigi_dm
@ica_prd
@grincheva
@icapopcomm

Top Mentioned in G5:
@icahdq
@icaorgcom
@gcsc2020
@ica_fsd
@ica_cat
@ica_mobile
@drlindasteiner
@4digitaldignity
@icaglbt
@krossings

Top Mentioned in G7:
@ugemitch
@ingrid_bachmann
@pablobochon
@magdalenasaldan
@wagnercelest
@moratsukamoto
@eborgesrey
@miriamhdz
@ekorin
@icahdq

Top Mentioned in G8:
@wishcrys
@timhighfield
@acmccosker
@adamsuess
@katie_warfield
@aliceeawitt
@polityinstabook
@politybooks
@tamaleaver
@ysabelgerrard

Top Mentioned in G9:
@shannimcg
@sgonzalezbailon
@alicetiara
@uw_cccr
@leiguo_sh
@ajungherr
@kearneymw
@lilymasonphd
@uw_mcrc
@dragz

Top Mentioned in G10:
@icagames
@chrisdobmeier
@drorwalter
@23andme
@ancestry
@narrprof
@harris216
@mooremelissam
@chaufox33
@bowmanspartan

Top Tweeters
Top Tweeters in Entire Graph:
@jetblue
@mcclain_on_nfl
@justbementalist
@academicchatter
@caboludwig
@bytlbytl
@akdm_bot
@slangdini
@joanbleicher
@ugemitch

Top Tweeters in G1:
@justbementalist
@academicchatter
@akdm_bot
@gerbaron
@mikoflohr
@clancynewyork
@_open_science_
@jaguimera
@tomdrabowicz
@rrichard09

Top Tweeters in G2:
@jetblue
@bytlbytl
@margymaclibrary
@netievalage
@monrodriguez
@markboynz
@cscolari
@chadiscollins
@oupacademic
@zahraaz

Top Tweeters in G3:
@mcclain_on_nfl
@smartecocity
@drdaveobrien
@dreamtimedrinne
@eduardosuarez
@jbenton
@ivorytowerjourn
@nick_mathews
@susandhaas
@willthewordguy

Top Tweeters in G4:
@joanbleicher
@wunpini_fm
@b_cavello
@katypearce
@snurb_dot_info
@followlori
@realdonaldtrump
@aschrock
@onwurd
@melanie_james

Top Tweeters in G5:
@expedia
@cubufffollows
@uf
@sportmgmtprof
@spotify
@kishonnagray
@usc
@livingstone_s
@stineeckert
@marked4gr8ness

Top Tweeters in G6:
@jeffokta
@vvilbaldvvin
@comresearcher
@nicsuzor
@madisonaleece8
@stephen_cushion
@zanegtcooper
@engagelaspaces
@jordansoliz
@zemki_bremen

Top Tweeters in G7:
@ugemitch
@earriagada
@nigropatricia
@maisapm2606
@fsuenzo
@cifuentesnando
@fcomuc
@agzocar
@miriamhdz
@ekorin

Top Tweeters in G8:
@adriaramaral
@catiamalaquias
@claudiaalick
@wishcrys
@yearrypanji
@tamaleaver
@politybooks
@harrytdyer
@socmerrill
@mdphlse

Top Tweeters in G9:
@fiorebianca
@kearneymw
@alicetiara
@ajungherr
@beccalew
@l_meeks
@amandazonuci
@lilymasonphd
@lewfriedland
@uw_sjmc

Top Tweeters in G10:
@ancestry
@ml_tweet_bot
@uosojc
@23andme
@dave_parisi
@chrisdobmeier
@anoukx
@icagames
@oscar_moralde
@ophiryotam


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