APSA, Twitter, 9/25/2021 8:48:59 PM, 262828


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APSA_2021-09-25_12-36-02.xlsx
APSA_2021-09-25_12-36-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2021
Short Description:
APSA via NodeXL https://bit.ly/39AdEEg
@apsatweets
@davekarpf
@dougthomps
@jacksantucci
@ariadnevromen
@futuredrwillis
@dataandpolitics
@step_apsa
@apsa_rep
@donmoyn

Top hashtags:
#apsa
#apsa2021
#auspsa2021
#shehnaazgill
#shehnaazgallery
#discussnepinassembly

Description:
Description
The graph represents a network of 3,422 Twitter users whose tweets in the requested range contained "APSA", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 25 September 2021 at 19:39 UTC.

The requested start date was Saturday, 25 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 21-hour, 50-minute period from Saturday, 11 September 2021 at 01:48 UTC to Friday, 24 September 2021 at 23:38 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 : 3422
Unique Edges : 3215
Edges With Duplicates : 5111
Total Edges : 8326
Number of Edge Types : 5
Replies to : 1021
Tweet : 828
Retweet : 1900
MentionsInRetweet : 2922
Mentions : 1655
Self-Loops : 850
Reciprocated Vertex Pair Ratio : 0.0459217144106713
Reciprocated Edge Ratio : 0.0878109972820406
Connected Components : 578
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 1683
Maximum Edges in a Connected Component : 5502
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.326482
Graph Density : 0.000408570777904069
Modularity : 0.506254
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,422 Twitter users whose tweets in the requested range contained "APSA", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 25 September 2021 at 19:39 UTC.

The requested start date was Saturday, 25 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 21-hour, 50-minute period from Saturday, 11 September 2021 at 01:48 UTC to Friday, 24 September 2021 at 23:38 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 : GraphServerTwitterSearch
Graph Term : APSA
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://twitter.com/stan_okl/status/1440136513480638464
[10] https://osf.io/vbwer/
[8] https://politicalsciencenow.com/charity-butcher-receives-the-2021-apsa-distinguished-teaching-award/
[7] https://twitter.com/davekarpf/status/1441076216350449680
[6] https://www.insidehighered.com/news/2021/09/13/future-academic-conference
[6] https://convention2.allacademic.com//one/apsa/apsa21/
[6] https://www.cbs42.com/news/politics/trump-lawyer-who-wrote-plan-to-overturn-election-set-to-speak-at-national-political-science-conference-despite-members-objections/
[5] https://medium.com/@davekarpf/an-open-letter-to-the-american-political-science-association-regarding-john-eastman-and-the-5c450b0ffa14
[5] https://twitter.com/profmusgrave/status/1440509167110791177
[4] http://apsa-online.org/

Top URLs in Tweet in G1:
[6] https://www.insidehighered.com/news/2021/09/13/future-academic-conference
[5] https://politicalsciencenow.com/charity-butcher-receives-the-2021-apsa-distinguished-teaching-award/
[4] https://twitter.com/stan_okl/status/1440136513480638464
[4] https://twitter.com/joshmccrain/status/1440332387775225861?s=20
[3] https://mgl.ud.net/fmi/webd/apsa
[3] https://twitter.com/profmusgrave/status/1440509167110791177
[3] https://www.washingtonpost.com/outlook/2021/09/14/why-i-plan-attending-large-academic-conference-this-fall/?itid=ap_danielw.%20drezner
[2] https://eagleton.rutgers.edu/event/teaching-civic-engagement-globally/
[2] https://politicalsciencenow.com/statement-in-support-of-dr-jenn-m-jackson/
[2] https://twitter.com/davekarpf/status/1440456661701840897

Top URLs in Tweet in G2:
[4] https://medium.com/@davekarpf/an-open-letter-to-the-american-political-science-association-regarding-john-eastman-and-the-5c450b0ffa14
[2] https://twitter.com/stan_okl/status/1440136513480638464
[2] https://www.thebulwark.com/what-the-hell-happened-to-the-claremont-institute/
[2] https://twitter.com/davekarpf/status/1441076216350449680
[1] https://www.cambridge.org/core/journals/ps-political-science-and-politics/article/i-will-register-and-vote-if-you-teach-me-how-a-field-experiment-testing-voter-registration-in-college-classrooms/2752048B2D7F6E703553306C5EF8AB4D
[1] https://preprints.apsanet.org/engage/apsa/article-details/5dbb3bbea6490200117d29e2
[1] https://www.apsanet.org/Portals/54/goverance/APSA%20Bylaws_2017.pdf?ver=2017-08-18-122510-007
[1] https://twitter.com/jeremyherb/status/1440432387263922185
[1] https://www.claremont.org/support/our-programs/
[1] https://www.claremont.org/event/american-political-science-association-annual-meeting/?act=eventsDetails&eId=american-political-science-association-annual-meeting

Top URLs in Tweet in G3:
[3] https://www.instagram.com/accounts/login/
[3] https://twitter.com/stan_okl/status/1440136513480638464
[3] https://bristoluniversitypress.co.uk/journals/apsa-2021
[2] https://rjempregos.net/vaga/corretor-de-imoveis-apsa-rio-de-janeiro/
[2] https://convention2.allacademic.com//one/apsa/apsa21/
[2] https://www.apsa.in/
[1] https://twitter.com/ccsstay2/status/1436505838282330112
[1] https://twitter.com/old_xian/status/1436669379186364420
[1] https://convention2.allacademic.com/one/apsa/apsa21/index.php?program_focus=view_session&selected_session_id=1884290&cmd=online_program_direct_link&sub_action=online_program
[1] https://twitter.com/airplanesquotes/status/1360639927717933060

Top URLs in Tweet in G4:
[2] https://twitter.com/STEP_APSA/status/1408494543633272833
[1] https://twitter.com/STEP_APSA/status/1408494548397998081
[1] https://twitter.com/PubPolicyChina/status/1433448332425375752
[1] https://twitter.com/rogerson/status/1438525348287684612
[1] https://twitter.com/SVictoriaShen/status/1441457551288139784
[1] https://twitter.com/STEP_APSA/status/1408494553536020483
[1] https://twitter.com/STEP_APSA/status/1408494551048851458
[1] https://migration.ubc.ca/events/event/migration-citizenship-section-pre-conference/
[1] https://twitter.com/Env_Pol/status/1438406939533250564
[1] https://www.uu.nl/organisatie/werken-bij-de-universiteit-utrecht/vacatures/junior-assistant-professor-environmental-and-sustainability-governance-10-fte

Top URLs in Tweet in G5:
[5] https://www.cbs42.com/news/politics/trump-lawyer-who-wrote-plan-to-overturn-election-set-to-speak-at-national-political-science-conference-despite-members-objections/
[3] https://dx.doi.org/10.33774/apsa-2021-dn9j4?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[3] https://preprints.apsanet.org/engage/apsa/article-details/6149d6b539ef6a59682494c8?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Sep21
[2] https://preprints.apsanet.org/engage/apsa/article-details/6149d6b539ef6a59682494c8
[2] https://dx.doi.org/10.33774/apsa-2021-qjf0v?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[2] https://preprints.apsanet.org/engage/apsa/event-details/60914d4c5efd3b0a65dc2575
[2] https://convention2.allacademic.com/one/apsa/apsa21/index.php?program_focus=view_session&selected_session_id=1883036&cmd=online_program_direct_link&sub_action=online_program
[2] https://twitter.com/CUP_PoliSci/status/1437712402083110913
[2] http://ow.ly/s2Yf50Fmw9Z?utm_source=hootsuite&utm_medium=twitter&utm_campaign=MNE_campaign
[1] https://preprints.apsanet.org/engage/apsa/article-details/5d2dd689f4cf65001aa0744b

Top URLs in Tweet in G6:
[3] https://twitter.com/APSA_EduSection/status/1441438237642346496
[3] https://convention2.allacademic.com/one/apsa/apsa21/index.php?program_focus=view_session&selected_session_id=1864920&cmd=online_program_direct_link&sub_action=online_program
[1] https://politicalsciencenow.com/statement-in-support-of-dr-jenn-m-jackson/
[1] https://politicalsciencenow.com/danielle-gilbert-receives-the-2021-merze-tate-award/
[1] https://twitter.com/APSA_EduSection/status/1309217336180826112
[1] https://www.tandfonline.com/doi/full/10.1080/15512169.2019.1612755?cookieSet=1
[1] https://twitter.com/ALPSblog/status/1437295146131988481
[1] https://twitter.com/djmallinson/status/1438554048794406917
[1] https://psa22.exordo.com/
[1] https://twitter.com/profmichelson/status/1440769589541933064

Top URLs in Tweet in G7:
[3] https://event.mq.edu.au/apsa-2021/speakers
[2] https://event.mq.edu.au/apsa-2021/phd-workshop-day
[1] https://event.mq.edu.au/apsa-2021/
[1] https://www.politicalscience.com.au/2021/09/apsa-2021-conference-paper.html
[1] https://twitter.com/svallejovera/status/1438849735679528964
[1] https://twitter.com/_alice_evans/status/1440630325818785798
[1] https://twitter.com/AusPSA/status/1438625671643758593
[1] https://twitter.com/KeshwaniSimran/status/1440452645240463362
[1] https://twitter.com/AmmassariSofia/status/1439383846164656131
[1] https://twitter.com/AusPSA/status/1439739902363463683

Top URLs in Tweet in G8:
[2] https://twitter.com/thee_bite/status/1436791805073313792
[2] https://www.probono.org.za/
[1] https://twitter.com/inkcubeko_kantu/status/1436356289169444876
[1] https://twitter.com/arnosizani/status/1436990625975607298
[1] https://twitter.com/makalino_s/status/1437091558935904263
[1] https://twitter.com/sbulelomgqobozi/status/1436922492837302275
[1] https://twitter.com/Amanda_Umxhosa/status/1437389212060463110
[1] https://twitter.com/espiquet/status/1437313971518939139
[1] https://twitter.com/__johnnysack/status/1437396065192448012
[1] https://twitter.com/linda_mnisii/status/1437680154126475268

Top URLs in Tweet in G9:
[1] https://uscjobs.sc.edu/postings/106108
[1] https://twitter.com/LoganRStrother/status/1438948402608447492
[1] https://twitter.com/McGillPatterson/status/1437888141805953039
[1] https://twitter.com/SamuelRGalloway/status/1438207321583366153

Top URLs in Tweet in G10:
[2] https://www.vilaweb.cat/noticies/carles-puigdemont-el-meu-error-va-ser-el-10-doctubre-hauriem-dhaver-implementat-la-republica/
[2] https://www.vilaweb.cat/noticies/ponsati-von-der-leyen-estat-ue/
[2] https://twitter.com/rtvenoticias/status/1441362330592370688
[1] https://twitter.com/jordi_canyas/status/1441148925553963010
[1] https://twitter.com/sanchezcastejon/status/1441377374587686920
[1] https://www.youtube.com/watch?v=Ewui8JKDcWM&feature=youtu.be

[1] https://bit.ly/3hZcabe
[1] https://twitter.com/i/broadcasts/1jMJgpRBbZgxL
[1] https://twitter.com/KRLS/status/1441469055555284994
[1] https://twitter.com/elnacionalcat/status/1441142963841617924

Top Domains
Top Domains in Tweet in Entire Graph:
[295] twitter.com
[71] allacademic.com
[43] apsanet.org
[21] politicalsciencenow.com
[17] doi.org
[12] osf.io
[10] youtube.com
[9] washingtonpost.com
[7] medium.com
[6] zoom.us

Top Domains in Tweet in G1:
[65] twitter.com
[12] allacademic.com
[10] politicalsciencenow.com
[7] apsanet.org
[6] insidehighered.com
[4] washingtonpost.com
[3] ud.net
[2] wufoo.com
[2] rutgers.edu
[2] kinstacdn.com

Top Domains in Tweet in G2:
[21] allacademic.com
[13] twitter.com
[4] medium.com
[3] apsanet.org
[2] claremont.org
[2] thebulwark.com
[1] cambridge.org
[1] google.com
[1] lawyersgunsmoneyblog.com
[1] politicalsciencenow.com

Top Domains in Tweet in G3:
[47] twitter.com
[4] allacademic.com
[4] co.uk
[3] instagram.com
[2] rjempregos.net
[2] apsanet.org
[2] physicianscientists.org
[2] apsa.in
[1] sun.na
[1] hushhushbiz.com

Top Domains in Tweet in G4:
[19] twitter.com
[5] wiley.com
[2] politicalsciencenow.com
[2] researchgate.net
[2] callutheran.edu
[2] zoom.us
[1] ubc.ca
[1] uu.nl
[1] apsanet.org
[1] nd.edu

Top Domains in Tweet in G5:
[20] apsanet.org
[17] doi.org
[7] twitter.com
[5] cbs42.com
[4] ow.ly
[3] allacademic.com
[1] claremont.org
[1] paulmusgrave.info
[1] managing-qualitative-data.org
[1] ud.net

Top Domains in Tweet in G6:
[14] allacademic.com
[9] twitter.com
[2] politicalsciencenow.com
[1] tandfonline.com
[1] exordo.com
[1] springer.com
[1] academictransfer.com
[1] zoom.us
[1] electionreformers.org

Top Domains in Tweet in G7:
[9] twitter.com
[6] edu.au
[1] com.au

Top Domains in Tweet in G8:
[67] twitter.com
[2] org.za
[1] youtube.com

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

Top Domains in Tweet in G10:
[7] twitter.com
[4] vilaweb.cat
[1] youtube.com
[1] bit.ly
[1] larepublica.cat

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[88] apsa
[76] apsa2021
[29] auspsa2021
[27] shehnaazgill
[27] shehnaazgallery
[26] discussnepinassembly
[26] numérique
[23] freepuigdemont
[12] gsipe
[11] polisciresearch



Top Hashtags in Tweet in G1:
[25] apsa2021
[12] gsipe
[12] apsa
[8] polisciresearch
[5] econtwitter
[3] latinxheritagemonth
[3] polisci
[2] webinar
[2] poliscitwitter
[1] hispanicheritagemonth

Top Hashtags in Tweet in G2:
[3] apsa2021
[1] askeverystudent
[1] apsa21

Top Hashtags in Tweet in G3:
[16] apsa
[5] studyabroad
[4] apsa2021
[3] brightdesigncomau
[3] brightdesign_photography
[3] calder
[3] calderparkraceway
[3] calderparkdragracing
[2] dragracinglife
[2] dragracingscene

Top Hashtags in Tweet in G4:
[8] npf
[8] acf
[6] apsa2021
[4] poliscijobmarket
[2] top5books
[1] rps
[1] cleanenergy
[1] twitter
[1] fracking
[1] mhaws

Top Hashtags in Tweet in G5:
[16] apsa2021
[4] apsa
[1] preprint
[1] covid19
[1] coronavirus
[1] china
[1] academictwitter

Top Hashtags in Tweet in G6:
[5] apsa2021
[1] poliscipedagogy
[1] americanpoliticalsciencereview

Top Hashtags in Tweet in G7:
[29] auspsa2021
[1] apsa2021
[1] elxn44

Top Hashtags in Tweet in G8:
[2] asifunisane
[2] menareslowthesedays
[2] galaxyzflip3
[2] registertovoteeff
[2] xoli
[2] kaizerchiefs
[2] somizi
[2] missingchild
[2] tabankulu
[2] makhadzi

Top Hashtags in Tweet in G10:
[23] freepuigdemont
[6] nosurrender
[4] preparemnos
[3] llibertatpresidentpuigdemont
[2] taldiacomavui
[2] audiencianazional
[2] llibertatpuigdemont
[2] persistim
[2] independencia
[2] libertapresidentpuigdemont

Top Words
Top Words in Tweet in Entire Graph:
[2394] apsa
[476] political
[393] claremont
[375] davekarpf
[297] institute
[286] john
[285] apsatweets
[251] think
[242] panel
[210] eastman

Top Words in Tweet in G1:
[628] apsa
[181] apsatweets
[95] panel
[81] people
[80] eastman
[74] apsa_pop
[67] political
[67] zfurnas
[61] co
[59] section

Top Words in Tweet in G2:
[311] davekarpf
[288] apsa
[253] claremont
[235] institute
[210] political
[176] think
[173] scientist
[160] john
[140] coup
[137] outrage

Top Words in Tweet in G3:
[207] apsa
[19] political
[16] paper
[16] #apsa
[13] year
[12] meeting
[11] going
[11] week
[10] sa
[10] great

Top Words in Tweet in G4:
[56] apsa
[28] policy
[25] section
[24] step_apsa
[24] rpr_journal
[19] exciting
[19] hosting
[17] politics
[16] join
[16] research

Top Words in Tweet in G5:
[91] apsa
[40] profmusgrave
[31] apsa_preprints
[26] paper
[26] claremont
[21] politics
[19] thanks
[19] using
[18] panels
[17] political

Top Words in Tweet in G6:
[27] apsa
[18] teaching
[12] reform
[11] seaprg
[10] panel
[10] virtual
[10] 10
[10] meeting
[10] strong
[10] partnerships

Top Words in Tweet in G7:
[67] apsa
[29] #auspsa2021
[27] paper
[25] auspsa
[22] conference
[20] professor
[18] politicsandirmq
[15] politics
[14] brulerachel
[13] political

Top Words in Tweet in G8:
[66] apsa_songongo
[14] help
[13] inkcubeko_kantu
[12] anc
[12] grootman2u
[10] go
[10] find
[10] please
[8] gt
[7] ke

Top Words in Tweet in G9:
[136] news
[76] good
[71] political
[70] please
[67] amid
[67] bad
[67] world
[67] hiring
[67] tenure
[67] track

Top Words in Tweet in G10:
[67] krls
[67] president
[60] és
[48] els
[44] amb
[42] puigdemont
[26] avui
[23] hi
[23] detenció
[23] #freepuigdemont

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[294] claremont,institute
[204] political,scientist
[156] coup,architect
[156] architect,john
[155] scientist,think
[155] think,outrage
[155] outrage,claremont
[155] institute,invited
[155] invited,coup
[154] davekarpf,political

Top Word Pairs in Tweet in G1:
[40] co,chair
[40] falling,apart
[37] rogue,apsatweets
[37] apsatweets,section
[37] section,co
[37] chair,panel
[37] panel,falling
[37] apart,people
[37] people,travel
[37] travel,mystery

Top Word Pairs in Tweet in G2:
[235] claremont,institute
[173] political,scientist
[136] scientist,think
[136] think,outrage
[136] outrage,claremont
[136] institute,invited
[136] invited,coup
[136] coup,architect
[136] architect,john
[135] davekarpf,political

Top Word Pairs in Tweet in G3:
[9] apsa,paper
[7] next,week
[6] going,apsa
[6] political,scientists
[6] business,meeting
[6] john,eastman
[6] poster,apsa
[5] #apsa,#studyabroad
[4] apsa,political
[4] political,science

Top Word Pairs in Tweet in G4:
[16] exciting,news
[14] news,prior
[14] prior,apsa
[14] apsa,ubcmigration
[14] ubcmigration,hosting
[14] hosting,apsa
[14] apsa,migration
[14] migration,citizenship
[14] citizenship,section
[14] section,pre

Top Word Pairs in Tweet in G5:
[14] working,paper
[11] apsa,seems
[11] survey,experiments
[11] uploaded,apsa_preprints
[10] panels,apsa
[9] folks,reading
[9] reading,claremont
[9] claremont,suggest
[9] suggest,means
[9] means,ci

Top Word Pairs in Tweet in G6:
[10] strong,partnerships
[10] partnerships,essential
[10] essential,substantive
[10] substantive,reform
[10] reform,tune
[10] tune,insights
[10] insights,experts
[10] experts,including
[10] including,profbenjamin
[9] ern_reformers,strong

Top Word Pairs in Tweet in G7:
[13] apsa,paper
[11] govtir,usyd_ssps
[10] guess,same
[10] same,thing
[10] thing,happens
[10] happens,political
[10] political,institutions
[10] institutions,apsa
[10] paper,brulerachel
[9] rodney,smith

Top Word Pairs in Tweet in G8:
[8] help,find
[8] please,help
[8] grootman2u,apsa_songongo
[6] gt,gt
[5] apsa_songongo,hayi
[4] missing,person
[4] person,alert
[4] law,clinic
[4] guys,please
[4] apsa_songongo,lozaah

Top Word Pairs in Tweet in G9:
[68] good,news
[67] amid,bad
[67] bad,news
[67] news,world
[67] world,good
[67] news,hiring
[67] hiring,tenure
[67] tenure,track
[67] track,political
[67] political,theorist

Top Word Pairs in Tweet in G10:
[24] president,krls
[21] mhp,krls
[14] president,puigdemont
[10] carles,puigdemont
[8] taula,diàleg
[7] tots,els
[6] president,legítim
[6] els,polítics
[6] concentració,davant
[6] davant,consolat

Top Replied-To
Top Replied-To in Entire Graph:
@apsa_songongo
@davekarpf
@unlawfulentries
@jtlevy
@zfurnas
@jakemgrumbach
@inkcubeko_kantu
@profmusgrave
@prof_mirya
@smotus

Top Replied-To in G1:
@unlawfulentries
@zfurnas
@jakemgrumbach
@prof_mirya
@jtlevy
@emayfarris
@erinrpineda
@davekarpf
@apsatweets
@smotus

Top Replied-To in G2:
@davekarpf
@jtlevy
@smotus
@julia_azari
@david_leheny
@apsa_itp
@unlawfulentries
@pcpeay
@eobooboe
@drsarahliu

Top Replied-To in G4:
@step_apsa
@callutheran
@cmwitko
@pol_economist
@heathbrown
@psj_editor
@drtoddacurry
@oneillmgmtlab
@asdurso
@economic_lab

Top Replied-To in G5:
@profmusgrave
@stan_okl
@swgoldman
@arthur_spirling
@jakemgrumbach
@steven_metz
@jtlevy
@lee_hedgepeth
@asheeshksi
@eriklg

Top Replied-To in G6:
@apsa_edusection
@tabithabonilla
@elvinongpolsci
@maryannesmm
@regina_bateson
@montoya_celeste
@stan_okl
@juliahellwege
@jacksantucci

Top Replied-To in G7:
@ariadnevromen
@richardvogt2021
@jendowli
@adam_m_auerbach
@zeitzoff
@auspsa
@nicolecurato
@poppoliticsaus
@markriboldi
@antonygreenabc

Top Replied-To in G8:
@apsa_songongo
@inkcubeko_kantu
@grootman2u
@phila_ot
@dlambulo_bhele
@nesbert_kamo
@sgasa_
@bongzthegreat
@simply_merica
@monatexo

Top Replied-To in G9:
@pochoaespejo
@matthewblongo
@jtlevy
@drduncanbell

Top Replied-To in G10:
@inesarrimadas
@claraponsati
@lluisgibert
@helen_apsa

Top Mentioned
Top Mentioned in Entire Graph:
@davekarpf
@apsatweets
@dougthomps
@apsa_pop
@krls
@dataandpolitics
@smotus
@zfurnas
@donmoyn
@cesicruz

Top Mentioned in G1:
@apsatweets
@apsa_pop
@zfurnas
@cesicruz
@jtlevy
@jakemgrumbach
@julia_azari
@davekarpf
@cobrienudry
@sbmitche

Top Mentioned in G2:
@davekarpf
@smotus
@apsatweets
@lkatfield
@tmeghnaa
@nils_gilman
@pyarseth
@profmichelson
@cobrienudry
@calebtcarrphd

Top Mentioned in G3:
@satv_tiesa
@isamidwest

Top Mentioned in G4:
@rpr_journal
@step_apsa
@ubcmigration
@k_olofsson
@okstatepolisci
@migcitizenapsa
@apsa_pubpol
@env_pol
@apsatweets
@psaenvironment

Top Mentioned in G5:
@apsa_preprints
@profmusgrave
@cup_polisci
@steven_m_ward
@apsatweets
@lee_hedgepeth
@boris_heersink
@davekarpf
@jaj7d
@adam42smith

Top Mentioned in G6:
@profbenjamin
@ern_reformers
@geo
@apsatweets
@apsalatinos
@jacksantucci
@seaprg
@jamil_scott_
@gooch1701
@umsbe

Top Mentioned in G7:
@auspsa
@politicsandirmq
@brulerachel
@govtir
@usyd_ssps
@simonchauchard
@helencsullivan
@pntags
@macquarie_uni

Top Mentioned in G8:
@apsa_songongo
@qoboqobo3
@grootman2u
@lozaah
@anentiresnack
@nesbert_kamo
@njelenje
@bellz_motshwane
@0hbetave
@black_promozar

Top Mentioned in G9:
@dougthomps
@david_darmofal
@loganrstrother
@matthewblongo
@enzoreds
@notstevenwhite
@cruzita_osorio
@jtlevy
@samuelrgalloway
@chrisbrooke

Top Mentioned in G10:
@krls
@consellxrep
@albanodante76
@lauraborras
@jcuixart
@lluis_llach
@gallifantes
@josepcosta
@carlesheredia
@claraponsati

Top Tweeters
Top Tweeters in Entire Graph:
@mattmurph24
@teamyoutube
@cloudwanderer3
@inspiteoftrump
@cablefibertel
@padakitty
@lizditz
@awelab1956
@eykis
@rcrockett

Top Tweeters in G1:
@inspiteoftrump
@mayread3
@pkanagaratnam
@joke2power
@letmicahdown
@joncoopertweets
@smsaideman
@19dolphin39
@dandrezner
@weems

Top Tweeters in G2:
@eykis
@justice4all01
@digyoursoul
@jomajority
@laurendownsouth
@jjmplsmn
@overunderclover
@thecorollary
@flightbomb
@katrinahagen2

Top Tweeters in G3:
@monon0kehime_
@rioempregocerto
@pablosoooo
@yusuf3161
@makassaronlinee
@anthonymkreis
@thaisverissimo
@shineside_
@noviadekimtae
@temerantine

Top Tweeters in G4:
@raulpacheco
@lillys_news
@heathbrown
@colgateuniv
@johnshopkins
@noehernandezcor
@pkashwan
@womenalsoknow
@stapesphd
@uchicago

Top Tweeters in G5:
@rcrockett
@anthropic
@maripuerta
@jennykim
@myamadakg
@rejectionking
@sousapps
@cruzwhobris
@pvulgarity
@calichicacine

Top Tweeters in G6:
@rickhasen
@poliscigrl
@drphilipjhowe
@charlesrhunt
@cartercenter
@maryannesmm
@brentjsteele1
@theseventhstate
@juliahellwege
@ass_deans

Top Tweeters in G7:
@jennaprice
@psephy
@elias_hallaj
@jendowli
@ariadnevromen
@antonygreenabc
@hmberents
@raneeque
@kianayema
@richardvogt2021

Top Tweeters in G8:
@kuliroberts
@nonimsi
@monatexo
@anentiresnack
@leraton_
@casspernyovest
@lozaah
@c_t_zin_x
@0hbetave
@neroexp

Top Tweeters in G9:
@gstewtwo
@randywilliams09
@geechee4kamala
@welca
@anthropunk
@tashacns
@david_darmofal
@sgadarian
@lyanakhairuddin
@chrisbrooke

Top Tweeters in G10:
@324cat
@davidgr1714
@francescabad
@lauraborras
@3n4icm4u41
@jordisalvia
@jcanadellb
@xavidomenech99
@lluisgibert
@jordiborras


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