APSA, Twitter, 1/31/2021 6:09:08 AM, 246892


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APSA_2021-01-30_13-05-26.xlsx
APSA_2021-01-30_13-05-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2021
Short Description:
APSA via NodeXL https://bit.ly/2L33IdJ
@apsatweets
@apsa_preprints
@beattyriedl
@futuredrwillis
@apsa_edusection
@jitp_apsa
@apsa_songongo
@apsaedpolitics
@aspaglayan
@amlebas

Top hashtags:
#rubinadilaik
#apsa
#preprint
#teaching
#learning
#statepolitics
#14f

Description:
Description
The graph represents a network of 2,256 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, 30 January 2021 at 21:08 UTC.

The requested start date was Saturday, 30 January 2021 at 01:01 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, 23-hour, 28-minute period from Saturday, 16 January 2021 at 01:23 UTC to Saturday, 30 January 2021 at 00:51 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 : 2256
Unique Edges : 1871
Edges With Duplicates : 2442
Total Edges : 4313
Number of Edge Types : 5
Replies to : 616
Tweet : 594
Retweet : 885
MentionsInRetweet : 1198
Mentions : 1020
Self-Loops : 603
Reciprocated Vertex Pair Ratio : 0.0330088870080406
Reciprocated Edge Ratio : 0.0639082343301925
Connected Components : 524
Single-Vertex Connected Components : 156
Maximum Vertices in a Connected Component : 400
Maximum Edges in a Connected Component : 934
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.358125
Graph Density : 0.000479824188957557
Modularity : 0.575143
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,256 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, 30 January 2021 at 21:08 UTC.

The requested start date was Saturday, 30 January 2021 at 01:01 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, 23-hour, 28-minute period from Saturday, 16 January 2021 at 01:23 UTC to Saturday, 30 January 2021 at 00:51 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:
[19] https://politicalsciencenow.com/meet-the-2021-2022-apsa-diversity-fellowship-program-fellows-fall/
[10] https://www.tandfonline.com/doi/abs/10.1080/19331681.2021.1874585
[6] https://politicalsciencenow.com/meet-kiela-crabtree-2020-apsa-doctoral-dissertation-research-improvement-grantee/
[6] http://politicalcommunication.org/apsa-section/awards/
[4] https://politicalsciencenow.com/meet-seo-nyeong-jo-apsa-2020-doctoral-dissertation-research-improvement-grantee/
[4] https://preprints.apsanet.org/engage/apsa/article-details/5f7f5d9eefc0c2001974ecc3
[4] https://politicalsciencenow.com/meet-nandini-dey-2020-apsa-doctoral-dissertation-research-improvement-grantee/
[4] https://politicalsciencenow.com/prepping-for-the-spring-term-with-apsa-educate/
[4] https://jls.apsa.us/index.php/jls/article/view/367
[4] https://urbanaffairsreview.com/2021/01/14/apsa-urban-and-local-politics-section-seeks-nominations-for-2021-awards/

Top URLs in Tweet in G1:
[2] https://rjempregos.net/vaga/assistente-administrativo-compra-e-venda-apsa-copacabana/
[1] https://sembraliatienda.es/blogs/agroblog/amalie-apsa-antifreezes-anticongelante-refrigerante
[1] https://twitter.com/NetflixLAT/status/1349882774925299713
[1] https://twitter.com/zeeshan12345567/status/1350545841593974785
[1] https://www.thedailyactivities.com/2021/01/latest-army-public-school-college.html
[1] https://www.superyachtnetworks.com/
[1] https://www.sail-world.com/news/234518/
[1] https://www.brief.com.cy/etairika-nea/apsa-diorganosi-eyropaikoy-seminarioy-kybernoasfaleias
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fapsamadrid%2Fposts%2F1797923897030133
[1] https://clipurbanosalud.com/2021/01/17/sadi-apsa-la-pandemia-no-termino/

Top URLs in Tweet in G2:
[3] http://search67.com/2021/01/27/matric-2021-exam-registration-for-adults-and-dropouts/
[2] https://twitter.com/sosopukwana/status/1352578974673727489
[2] https://apnews.com/article/california-69093fcf6739964d7d8f4f0296fb805d
[1] https://twitter.com/einsteinsfather/status/1350204524879884288
[1] https://twitter.com/ummaty_/status/1350113469840969729
[1] https://twitter.com/xhantipayi/status/1350430837024706560
[1] https://twitter.com/__pchs/status/1350438294291587078
[1] https://twitter.com/xhosa_goddess/status/1350803120004227075
[1] https://twitter.com/ndodentle/status/1351245838790635522
[1] https://twitter.com/palisasays/status/1351107444857069568

Top URLs in Tweet in G4:
[15] https://politicalsciencenow.com/meet-the-2021-2022-apsa-diversity-fellowship-program-fellows-fall/
[6] https://politicalsciencenow.com/meet-kiela-crabtree-2020-apsa-doctoral-dissertation-research-improvement-grantee/
[6] http://politicalcommunication.org/apsa-section/awards/
[4] https://politicalsciencenow.com/meet-seo-nyeong-jo-apsa-2020-doctoral-dissertation-research-improvement-grantee/
[4] https://urbanaffairsreview.com/2021/01/14/apsa-urban-and-local-politics-section-seeks-nominations-for-2021-awards/
[3] https://politicalsciencenow.com/prepping-for-the-spring-term-with-apsa-educate/
[3] https://politicalsciencenow.com/meet-nandini-dey-2020-apsa-doctoral-dissertation-research-improvement-grantee/
[3] https://connect.apsanet.org/apsa2021/?utm_source=homepage&utm_medium=banner&utm_campaign=am2021submissions
[2] https://politicalsciencenow.com/meet-mariana-carvalho-2020-apsa-doctoral-dissertation-research-improvement-grantee/
[1] https://connect.apsanet.org/s16/non-working/section-awards/

Top URLs in Tweet in G5:
[2] https://cadenaser.com/ser/2021/01/21/sociedad/1611212862_322536.html?ssm=tw
[2] https://emprenem.ara.cat/creixer/Aixi-guerra-economica-contra-Catalunya_0_2102189779.html
[2] https://twitter.com/jonathanmartinz/status/1351462594629038085?s=20
[2] https://www.larepublica.cat/noticies/politica/erc-i-jxcat-denuncien-el-joc-brut-del-tsjc-en-les-eleccions-per-buscar-la-victoria-del-psc/
[2] https://www.ara.cat/_2b4a0?s=t
[2] https://www.vilaweb.cat/noticies/una-proposta-a-lindependentisme-sobre-les-condicions-per-a-guanyar/
[2] https://www.youtube.com/watch?v=FftM3QyuOKE&feature=youtu.be

[1] https://www.vilaweb.cat/noticies/video-marchena-extrema-dreta-octuvre/
[1] https://elmon.cat/politica/el-jutge-del-17-a-impedeix-que-villarejo-declari-en-el-judici-201840/
[1] https://www.elnacional.cat/ca/politica/advertiment-lluis-llach-comuns-fatxes_576363_102.html

Top URLs in Tweet in G6:
[2] https://docs.google.com/forms/d/e/1FAIpQLSdrW2baKlEBQY1_2yaMjslFnzQ9dImLM47_MUvJArIvm0LPIg/viewform
[1] https://politicalsciencenow.com/meet-the-2021-2022-apsa-diversity-fellowship-program-fellows-fall/
[1] https://twitter.com/drtoddacurry/status/1350572353776922625
[1] https://connect.apsanet.org/apsa2021/
[1] https://twitter.com/VirOliveros/status/1354566744283742209
[1] https://twitter.com/DrToddACurry/status/1350572353776922625
[1] https://www.apsanet.org/PROGRAMS/APSA-Awards/Gladys-M-Kammerer-Award
[1] https://politicalsciencenow.com/meet-nandini-dey-2020-apsa-doctoral-dissertation-research-improvement-grantee/
[1] https://apsamena.org/2020/12/01/call-for-2021-mena-politics-section-award-nominations/
[1] https://twitter.com/MorganLKaplan/status/1353370339863101440

Top URLs in Tweet in G7:
[1] https://twitter.com/APSAtweets/status/1354466729653628928
[1] https://educate.apsanet.org/
[1] https://twitter.com/alixabeth/status/1353849228905295872
[1] https://twitter.com/APSAtweets/status/1353734795117912065
[1] https://iclhe-um.nl
[1] https://connect.apsanet.org/s35/home/short-course-for-early-career-scholars-apsa/

Top URLs in Tweet in G8:
[10] https://www.tandfonline.com/doi/abs/10.1080/19331681.2021.1874585
[1] https://www.tandfonline.com/doi/abs/10.1080/19331681.2020.1871150
[1] http://www.informatik.tu-chemnitz.de/coalizer/web/start_en
[1] https://www.tandfonline.com/doi/full/10.1080/19331680802149640
[1] https://www.teachingpublicservice.digital/syllabus
[1] https://twitter.com/daeaves/status/1353718925654183936
[1] https://twitter.com/jitp_apsa/status/1352367998636613632

Top URLs in Tweet in G9:
[1] https://twitter.com/delibdemjournal/status/1352297065192239109
[1] https://preprints.apsanet.org/engage/apsa/article-details/5f3da4bf10cdbe00192da9dd
[1] https://twitter.com/Samforsk_Abo/status/1335887572883697665
[1] https://twitter.com/joshalerner/status/1352297915100889089
[1] https://twitter.com/PSAdemocracy/status/1351495543789395968

Top URLs in Tweet in G10:
[2] https://connect.apsanet.org/s11/?p=769
[2] https://connect.apsanet.org/s11/?p=772
[2] https://www.rienner.com/title/What_Is_Political_Islam#.YBQllJWgMTs.twitter
[1] https://connect.apsanet.org/s11/?p=767
[1] https://www.cambridge.org/core/journals/politics-and-religion/article/abs/why-do-evangelicals-support-israel/F8AB8C41F0B019FD8413A30EF218EBE4#.YBA-GBQXM6M.twitter
[1] https://www.cambridge.org/core/journals/politics-and-religion/article/abs/secularization-theory-and-religion/7C26EFDB037491E784038E6FF765DF15#.YBBOPb519iE.twitter
[1] https://www.amazon.com/dp/1440861609/ref=cm_sw_r_tw_dp_WQ76ESKSGE9GF7C1DPKW
[1] https://apps.apple.com/us/developer/american-political-science-association/id1518548429
[1] https://www.isanet.org/News/ID/6124/Global-Studies-Quarterly-special-issue-call-for-papers-Cruelty-and-Global-Politics
[1] https://vimeo.com/502579534

Top Domains
Top Domains in Tweet in Entire Graph:
[194] twitter.com
[54] apsanet.org
[43] politicalsciencenow.com
[12] tandfonline.com
[9] youtube.com
[6] vilaweb.cat
[6] politicalcommunication.org
[6] doi.org
[5] ara.cat
[5] apsa.us

Top Domains in Tweet in G1:
[21] twitter.com
[3] apsanet.org
[2] rjempregos.net
[1] sembraliatienda.es
[1] thedailyactivities.com
[1] superyachtnetworks.com
[1] sail-world.com
[1] com.cy
[1] facebook.com
[1] clipurbanosalud.com

Top Domains in Tweet in G2:
[98] twitter.com
[4] co.za
[3] search67.com
[2] apnews.com
[1] facebook.com
[1] youtube.com
[1] ahri.org

Top Domains in Tweet in G4:
[36] politicalsciencenow.com
[10] apsanet.org
[10] twitter.com
[6] politicalcommunication.org
[4] urbanaffairsreview.com
[2] allacademic.com
[1] doi.org
[1] iop.org
[1] princeton.edu
[1] nikhargaikwad.com

Top Domains in Tweet in G5:
[20] twitter.com
[6] vilaweb.cat
[5] ara.cat
[4] elnacional.cat
[4] larepublica.cat
[3] youtube.com
[2] cadenaser.com
[2] elmon.cat
[2] eldiario.es
[1] instagram.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] google.com
[2] politicalsciencenow.com
[2] apsanet.org
[1] apsamena.org
[1] chronicle.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] apsanet.org
[1] iclhe-um.nl

Top Domains in Tweet in G8:
[12] tandfonline.com
[2] twitter.com
[1] tu-chemnitz.de
[1] teachingpublicservice.digital

Top Domains in Tweet in G9:
[4] twitter.com
[1] apsanet.org

Top Domains in Tweet in G10:
[5] apsanet.org
[2] cambridge.org
[2] rienner.com
[1] amazon.com
[1] apple.com
[1] isanet.org
[1] vimeo.com
[1] lu.ma
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] rubinadilaik
[20] apsa
[12] preprint
[8] teaching
[8] learning
[7] statepolitics
[6] 14f
[6] apsa2021
[6] polisci
[6] plantvarietyprotection



Top Hashtags in Tweet in G1:
[6] apsa
[2] film
[2] studyabroad
[1] jobseekerssa
[1] cyprus
[1] voluntarios
[1] filomena
[1] asf
[1] alexeinavalny
[1] euromaidan

Top Hashtags in Tweet in G2:
[2] masaimara
[2] elephant
[2] day12lockdown
[2] vocalcountdown
[2] coronavirusinsouthafrica
[2] runningwithtumisole
[2] blackexcellence
[1] kaizerchiefs
[1] fetchyourbody2021
[1] istandagainstgbv

Top Hashtags in Tweet in G4:
[3] apsa2021
[2] civicengagement
[2] oer
[2] apsaeducate
[2] justtransition
[2] apsa
[2] presidential
[2] address
[2] race
[2] ethnicity

Top Hashtags in Tweet in G5:
[6] 14f
[3] norendició
[2] altsasutv3
[2] guanyarem
[2] juntsfaremhistoria
[2] sabadell
[2] putaespanya
[2] llibertatpresospoliticsiexiliats
[1] ferperser
[1] juntsperguanyar

Top Hashtags in Tweet in G6:
[3] taiwan
[1] childhoodhero
[1] polisci
[1] academicchatter

Top Hashtags in Tweet in G7:
[8] teaching
[8] learning
[5] polisci
[2] pandemicpedagogy
[2] poliscipedagogy

Top Hashtags in Tweet in G8:
[2] apsa
[2] apsa2021
[2] margaret
[2] thatcher
[2] insurrection
[1] polcom
[1] coalizer
[1] politicalparties
[1] policydevelopment
[1] unity

Top Hashtags in Tweet in G9:
[1] deminno

Top Hashtags in Tweet in G10:
[1] relpol

Top Words
Top Words in Tweet in Entire Graph:
[995] apsa
[153] co
[142] mas
[132] 2021
[131] ángel
[131] lópez
[131] 40
[131] residente
[131] puerto
[131] esperanza

Top Words in Tweet in G1:
[148] apsa
[11] ki
[11] paper
[8] test
[7] ma
[7] ko
[7] sir
[7] politics
[7] submitted
[6] #apsa

Top Words in Tweet in G2:
[63] apsa_songongo
[21] please
[17] people
[14] mxhelomnyama
[13] help
[12] never
[11] time
[11] one
[11] love
[9] mntane_thongo

Top Words in Tweet in G3:
[131] ángel
[131] lópez
[131] mas
[131] 40
[131] residente
[131] puerto
[131] esperanza
[131] detenido
[131] abuso
[131] menores

Top Words in Tweet in G4:
[86] apsa
[74] apsatweets
[39] award
[32] meet
[31] 2021
[28] dissertation
[28] nominations
[28] best
[28] poli_com
[25] 2020

Top Words in Tweet in G5:
[76] els
[71] és
[60] amb
[35] hi
[29] dels
[25] votar
[21] ho
[21] només
[21] ens
[19] president

Top Words in Tweet in G6:
[91] apsa
[64] section
[47] 2021
[41] students
[40] apsanet
[40] democracy
[40] autocracy
[40] host
[40] emerging
[40] scholars

Top Words in Tweet in G7:
[19] apsa
[11] teaching
[10] conference
[8] cfp
[8] #teaching
[8] #learning
[8] englishization
[8] reflecting
[8] changing
[8] university

Top Words in Tweet in G8:
[19] jitp_apsa
[15] goals
[15] ads
[14] facebook
[12] pub
[12] timing
[12] co
[11] drs
[10] influence
[10] campaigns

Top Words in Tweet in G9:
[30] apsa_deminno
[20] smith1966g
[20] politybooks
[20] romankrznaric
[20] csdwestminster
[20] participatory
[20] participedia
[20] involveuk
[20] democracyiass
[20] psademocracy

Top Words in Tweet in G10:
[8] politics
[8] apsa_relpol
[8] ucpolitical
[7] religion
[7] taftresearch
[7] sponsored
[7] corner
[7] apsalatinos
[7] apsa_rep
[7] big

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[131] ángel,lópez
[131] lópez,mas
[131] mas,40
[131] 40,residente
[131] residente,puerto
[131] puerto,esperanza
[131] esperanza,detenido
[131] detenido,abuso
[131] abuso,menores
[131] menores,tuvo

Top Word Pairs in Tweet in G1:
[8] apsa,test
[4] african,peace
[4] peace,security
[3] ma,gussa
[3] middle,east
[3] political,science
[3] environmental,politics
[3] politics,theory
[3] apsa,2021
[2] apsa,exam

Top Word Pairs in Tweet in G2:
[4] contact,details
[4] ndoniwe,zitshomi
[4] zitshomi,zam
[4] please,share
[4] never,leave
[4] south,africa
[4] please,help
[4] help,find
[4] small,accounts
[4] mntane_thongo,mxhelomnyama

Top Word Pairs in Tweet in G3:
[131] ángel,lópez
[131] lópez,mas
[131] mas,40
[131] 40,residente
[131] residente,puerto
[131] puerto,esperanza
[131] esperanza,detenido
[131] detenido,abuso
[131] abuso,menores
[131] menores,tuvo

Top Word Pairs in Tweet in G4:
[25] apsatweets,meet
[17] 2021,2022
[17] doctoral,dissertation
[17] dissertation,research
[17] research,improvement
[17] improvement,grantee
[16] 2020,apsa
[16] diversity,fellowship
[16] apsatweets,poli_com
[15] meet,2021

Top Word Pairs in Tweet in G5:
[8] l'estat,espanyol
[6] psoe,podemos
[5] els,hi
[5] amb,els
[5] els,vots
[5] fons,europeus
[5] urnes,catalans
[4] anys,mesos
[4] efecte,illa
[4] tots,els

Top Word Pairs in Tweet in G6:
[40] apsa,apsanet
[40] apsanet,democracy
[40] democracy,autocracy
[40] autocracy,section
[40] section,host
[40] host,emerging
[40] emerging,scholars
[40] scholars,workshop
[40] workshop,sept
[40] sept,2021

Top Word Pairs in Tweet in G7:
[8] cfp,#teaching
[8] #teaching,#learning
[8] #learning,conference
[8] conference,englishization
[8] englishization,reflecting
[8] reflecting,changing
[8] changing,university
[8] university,maastrichtu
[7] patrickbijsmans,cfp
[5] paper,pedagogy

Top Word Pairs in Tweet in G8:
[10] jitp_apsa,pub
[10] pub,influence
[10] influence,goals
[10] goals,timing
[10] timing,campaigns
[10] campaigns,deploy
[10] deploy,ads
[10] ads,facebook
[10] facebook,co
[10] co,8w3txhbw2a

Top Word Pairs in Tweet in G9:
[20] politybooks,romankrznaric
[20] romankrznaric,csdwestminster
[20] csdwestminster,participatory
[20] participatory,participedia
[19] participedia,involveuk
[19] involveuk,democracyiass
[19] democracyiass,psademocracy
[19] apsa_deminno,fdsd_org
[19] fdsd_org,cusp_uk
[19] cusp_uk,paloresearch

Top Word Pairs in Tweet in G10:
[7] taftresearch,sponsored
[7] sponsored,corner
[7] corner,apsa_relpol
[7] apsa_relpol,apsalatinos
[7] apsalatinos,apsa_rep
[7] apsa_rep,big
[7] big,success
[7] success,watch
[7] watch,ucpolitical
[6] religion,politics

Top Replied-To
Top Replied-To in Entire Graph:
@apsa_songongo
@smith1966g
@sgasa_
@ndodentle
@mntane_thongo
@bongzthegreat
@profmusgrave
@apsacaa
@amanda_apsa
@vivisemfiltro

Top Replied-To in G1:

Top Replied-To in G2:
@apsa_songongo
@sgasa_
@ndodentle
@bongzthegreat
@mntane_thongo
@melikthetwin43
@ukarnya___
@therealbane_87
@sihle_akhonab
@spitchnzawumbi

Top Replied-To in G4:
@garlicksauce
@pklinkne
@cjw_phd
@jdcollens
@apsatweets
@devon_cantwell
@amandashires
@emayfarris
@dannagal
@thelifeofjenks

Top Replied-To in G5:
@gerardsese
@dracdolot
@lluisgibert

Top Replied-To in G6:
@novkovjulie
@gaspare_genna
@julia_azari
@joshmccrain

Top Replied-To in G7:
@profmusgrave
@rbkhoury
@gregsasso
@tanyabschwarz
@profhansnoel
@jacksantucci
@ryancbriggs
@thosjleeper
@juliahellwege
@proftle

Top Replied-To in G8:
@jitp_apsa
@apsa_itp
@benepstein55
@nikkiusher
@michaelluo

Top Replied-To in G9:
@smith1966g
@nicolecurato

Top Replied-To in G10:
@kelsey_dallas

Top Mentioned
Top Mentioned in Entire Graph:
@octavio_popity
@apsatweets
@apsa_deminno
@apsa_spp
@amlebas
@apsa_preprints
@aspaglayan
@devoleena_23
@politybooks

Top Mentioned in G1:
@rosharonn

Top Mentioned in G2:
@mxhelomnyama
@apsa_songongo
@philadlozi
@melikthetwin43
@mntane_thongo
@sipokazililitha
@jalamba_
@sine_joya
@djmaphorisa
@qoboqobo3

Top Mentioned in G3:
@octavio_popity

Top Mentioned in G4:
@apsatweets
@poli_com
@step_apsa
@joshscacco
@po
@arjenboin
@inesmergel
@urbanaffairsrev
@apsaurban
@emayfarris

Top Mentioned in G5:
@krls
@gallifantes
@dracdolot
@pablohasel
@albanodante76
@jcanadellb
@xsalaimartin
@lauraborras
@boye_g
@jacs_jaumeacs

Top Mentioned in G6:
@amlebas
@beattyriedl
@drtoddacurry
@unlawfulentries
@susanrburgess
@apsamena
@ja
@mattgrossmann
@apsatweets

Top Mentioned in G7:
@maastrichtu
@patrickbijsmans
@tanyabschwarz
@arthur_spirling
@__queli
@profhansnoel
@juliahellwege
@szarejko
@dominicdwells
@iganson

Top Mentioned in G8:
@jitp_apsa
@tnri
@apsa_itp
@tpsdigitalage
@apsatweets
@womenalsoknow
@pocalsoknow
@bridgetobarrett
@tnridout1
@efranklinfowler

Top Mentioned in G9:
@apsa_deminno
@politybooks
@romankrznaric
@csdwestminster
@participatory
@participedia
@involveuk
@democracyiass
@psademocracy
@fdsd_org

Top Mentioned in G10:
@apsa_relpol
@ucpolitical
@taftresearch
@apsalatinos
@apsa_rep
@bcalfano
@jou
@apsa_section11
@myriamfrancoisc
@pauldjupe

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@russelltim151
@timesnow
@sindivanzyl
@sabreakingnews
@elnacionalcat
@tanyainrl
@goal_id
@vilaweb
@myamadakg

Top Tweeters in G1:
@sbyfess
@seohomon
@rioempregocerto
@makassaronlinee
@sapo_sin_f
@eglantine99
@minshxdow
@rosharonn
@lusiaroyo
@jinrepa

Top Tweeters in G2:
@sindivanzyl
@sabreakingnews
@__mjdr
@untuthwane
@jackdevero
@standardbankza
@hloni_maniers
@spitchnzawumbi
@mantsoepout
@lulocafe

Top Tweeters in G3:
@imsygth
@milaaa1802
@danisvoid
@agosaguero0419
@pri_fleitass
@cdgcat____
@__daianarojas
@steffifinke
@kamii_rios
@nxutrxl

Top Tweeters in G4:
@tarundsnaol
@laboescapes
@triadtravelogs
@theladythinks
@donmoyn
@prowag
@danielpaldrich
@jasonisbell
@mikehabegger
@futuredrwillis

Top Tweeters in G5:
@elnacionalcat
@vilaweb
@elnacionalcat_e
@eldiarioes
@lesoir
@davidgr1714
@larepublicacat
@gemquim
@lauraborras
@esquerra_erc

Top Tweeters in G6:
@smsaideman
@needhibhalla
@texasinafrica
@jlove1982
@lemieuxlgm
@nateschenkkan
@drjlhazelton
@robinlturnerphd
@fisher_danar
@sameen_mohsin

Top Tweeters in G7:
@foreignpolicy
@stephaniecarvin
@fieldsofathnry
@abhworthington
@profmusgrave
@laderafrutal
@thosjleeper
@simon_the_pratt
@gregsasso
@kelly_zvobgo

Top Tweeters in G8:
@newyorker
@katypearce
@jbenton
@politifact
@nikkiusher
@michaelluo
@shannimcg
@ericwilson
@spj_tweets
@kreissdaniel

Top Tweeters in G9:
@rrichard09
@dfarrell_ucd
@leicscares
@ecpr
@clharris_ucc
@lawgovdcu
@oliverescobar
@petermacleod
@politybooks
@millenniumtwain

Top Tweeters in G10:
@rns
@myriamfrancoisc
@muslimvoices
@kelsey_dallas
@mehreenkhn
@danielrbenn
@muqtedarkhan
@euniqueavery
@dalalmawad
@guberkleycenter


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