APSA, Twitter, 3/8/2021 1:03:19 AM, 250311


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APSA_2021-03-07_13-05-25.xlsx
APSA_2021-03-07_13-05-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2021
Short Description:
APSA via NodeXL https://bit.ly/30mJAHO
@apsatweets
@torrespolisci
@prof_shughes
@step_apsa
@proflupton
@jitp_apsa
@apsa_edusection
@internatltheory
@svruparelia
@townert

Top hashtags:
#bbb21
#apsa
#democracy
#autocracy
#polisci
#antioquia
#visualabstract
#breaking

Description:
Description
The graph represents a network of 2,527 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 Sunday, 07 March 2021 at 21:08 UTC.

The requested start date was Saturday, 06 March 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, 40-minute period from Saturday, 20 February 2021 at 01:20 UTC to Saturday, 06 March 2021 at 01:00 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 : 2527
Unique Edges : 1865
Edges With Duplicates : 3778
Total Edges : 5643
Number of Edge Types : 5
Mentions : 1032
Replies to : 822
Tweet : 857
Retweet : 1154
MentionsInRetweet : 1778
Self-Loops : 888
Reciprocated Vertex Pair Ratio : 0.0404197434900894
Reciprocated Edge Ratio : 0.077698916697796
Connected Components : 587
Single-Vertex Connected Components : 181
Maximum Vertices in a Connected Component : 656
Maximum Edges in a Connected Component : 1745
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.078569
Graph Density : 0.000419381996684423
Modularity : 0.468717
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,527 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 Sunday, 07 March 2021 at 21:08 UTC.

The requested start date was Saturday, 06 March 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, 40-minute period from Saturday, 20 February 2021 at 01:20 UTC to Saturday, 06 March 2021 at 01:00 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:
[95] https://apsanet.org/MEMBERSHIP/Individual-Membership/Trial-Membership?fbclid=IwAR2GSeMMl8FGHAUYhwPTlHTS35CV7mz5NcQ636kUqTVcbhcbRTCsEHANMjQ
[10] https://apsa.org/content/2012-position-statement-attempts-change-sexual-orientation-gender-identity-or-gender
[7] https://www.apa.org/topics/lgbt/transgender
[7] https://www.ijr.org.za/portfolio-items/civil-society-participation-in-peacemaking-and-mediation-support-in-the-apsa/?portfolioCats=145
[6] https://connect.apsanet.org/s11/?p=824
[5] https://www.physicianscientists.org/events/EventDetails.aspx?alias=2021APSAAnnualMeeting
[5] https://www.physicianscientists.org/page/grantwriting21
[5] https://www.facebook.com/groups/APSA.TL
[5] https://www.nhs.uk/conditions/gender-dysphoria/
[5] https://time.com/5596845/world-health-organization-transgender-identity/

Top URLs in Tweet in G1:
[5] https://apsanet.org/MEMBERSHIP/Individual-Membership/Trial-Membership?fbclid=IwAR2GSeMMl8FGHAUYhwPTlHTS35CV7mz5NcQ636kUqTVcbhcbRTCsEHANMjQ
[4] https://apsa.secure-platform.com/a
[4] https://politicalsciencenow.com/2020-apsa-election-reflection-series-the-2020-election-a-red-alarm-fire-for-american-democracy/
[3] https://apsanet.org/PROGRAMS/APSA-Awards/APSA-Distinguished-Award-for-Civic-and-Community-Engagement
[2] https://politicalsciencenow.com/meet-2020-mfp-spring-fellow-bianca-freeman-2021-applications-open-deadline-march-19/
[2] https://politicalsciencenow.com/apply-for-the-2021-summer-virtual-institute-for-civically-engaged-research-deadline-april-1st/
[2] https://twitter.com/marti_jenn/status/1366155506973220864
[2] https://connect.apsanet.org/womensresearchworkshop/
[2] https://gustavus.edu/employment/job/1819
[1] https://doi.org/10.1080/19331681.2020.1776658

Top URLs in Tweet in G2:
[5] https://apps.wix.com/place-invites/invite-lp/c31a0896-2b8d-4172-90a2-7d82d0833ea0?ref=2_cl
[3] https://www.iltempo.it/attualita/2021/02/20/news/vaticano-bilancio-santa-sede-rosso-ristori-commercianti-lavoro-monsignor-nunzio-galantino-presidente-apsa-26272962/
[3] https://www.instagram.com/accounts/login/
[1] https://twitter.com/theboyzjapan/status/1362688504363290624
[1] https://connect.apsanet.org/interpretationandmethod/
[1] https://tossaldigital.wordpress.com/2021/02/22/el-ayuntamiento-de-lalfas-refuerza-su-compromiso-con-apsa-en-insercion-laboral-de-personas-con-discapacidad/
[1] https://twitter.com/TXT_members/status/1090549294300426240
[1] https://twitter.com/OfficialMonstaX/status/1363783141228310532
[1] https://www.acistampa.com/story/papa-francesco-inserisce-il-cardinali-turkson-e-tagle-allapsa-16335?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+acistampa%2Fnotizie+%28ACI+Stampa%29
[1] https://fecatolica.com.br/noticia/vaticano-papa-francisco-nomeia-novos-membros-nesta-segunda-22

Top URLs in Tweet in G3:
[5] https://twitter.com/eakoebele/status/1353729724489424896
[5] https://www.facebook.com/groups/APSA.TL
[2] https://twitter.com/mullinmeg/status/1366826285712965636
[2] https://apsanet.org/MEMBERSHIP/Individual-Membership/Trial-Membership?fbclid=IwAR2GSeMMl8FGHAUYhwPTlHTS35CV7mz5NcQ636kUqTVcbhcbRTCsEHANMjQ
[2] https://twitter.com/EAKoebele/status/1353729724489424896
[2] https://twitter.com/g_auld/status/996785198133010432
[2] https://www.rff.org/publications/working-papers/tradable-performance-standards-transportation-sector/
[2] https://twitter.com/NBCNews/status/1361870495126274049
[2] https://www.ecowatch.com/environmental-racism-books-2650624174.html
[2] https://twitter.com/prowag/status/1359930029736681472

Top URLs in Tweet in G4:
[4] https://www.elnacional.cat/ca/politica/suplicatori-ponsati-atribueix-delicte-no-acusa_586515_102.html
[2] https://www.larepublica.cat/noticies/politica/angels-martinez-posar-els-comuns-al-govern-seria-com-posar-la-guineu-al-galliner/
[2] https://www.ccma.cat/tv3/batalla-monumental/
[2] https://www.vilaweb.cat/noticies/puigdemont-perpinya-va-ensenyar-que-es-pot-fer-cami-sense-el-permis-despanya/
[2] https://www.elnacional.cat/ca/politica/periodista-russa-espanya-democracia-plena_585222_102.html
[2] https://www.elnacional.cat/ca/politica/fachin-castells-albiach-27-o_588015_102.html
[2] https://www.elnacional.cat/ca/politica/52-exeurodiputats-reclamen-mantenir-immunitat-puigdemont-comin-ponsati_589092_102.html
[2] https://www.elnacional.cat/ca/politica/primers-dubtes-europa-espanya-perilla-llibertat-expressio-stern_585015_102.html
[2] https://vallesos.cat/19/entreveure/
[2] https://twitter.com/elnacionalcat/status/1367787097025880067

Top URLs in Tweet in G5:
[79] https://apsanet.org/MEMBERSHIP/Individual-Membership/Trial-Membership?fbclid=IwAR2GSeMMl8FGHAUYhwPTlHTS35CV7mz5NcQ636kUqTVcbhcbRTCsEHANMjQ
[3] https://twitter.com/torrespolisci/status/1367509966354063362
[2] https://twitter.com/dr_atchison/status/1366514771361755140
[1] https://twitter.com/SVRuparelia/status/1366509469203632137
[1] https://twitter.com/dmedelstein/status/1367464915339014147
[1] https://twitter.com/NewsfromScience/status/1367130486385102852

Top URLs in Tweet in G6:
[2] https://www.instagram.com/accounts/login/?next=/reel/CLrrw0yD-g_/%3Figshid%3Db9qrgkcbgdrw
[2] https://www.youtube.com/watch?v=BkF5MeQz9vQ&feature=youtu.be

[1] https://twitter.com/olwethuvilakazi/status/1362826753941602305
[1] https://twitter.com/fendiheaux_/status/992846687822667776
[1] https://twitter.com/simsgumz/status/1363747383687991297
[1] https://twitter.com/smandlelazn/status/1363915372622209029
[1] https://twitter.com/ndodentle/status/1363934644509491201
[1] https://twitter.com/vuyo16/status/1364137207381061633
[1] https://twitter.com/simamkelee27/status/1364222302544490498
[1] https://twitter.com/taka__busi/status/1364223003051974657

Top URLs in Tweet in G7:
[3] https://apsanet.org/MEMBERSHIP/Individual-Membership/Trial-Membership?fbclid=IwAR2GSeMMl8FGHAUYhwPTlHTS35CV7mz5NcQ636kUqTVcbhcbRTCsEHANMjQ
[2] https://connect.apsanet.org/s22/spring-speaker-series/
[1] https://yalebooks.yale.edu/book/9780300248692/hidden-laws
[1] https://twitter.com/CUP_PoliSci/status/1363769255708221442
[1] https://twitter.com/j_wolak_/status/1364269516356653057?s=20
[1] https://d639cf5e-a790-4fe8-b021-e300bf57dbce.filesusr.com/ugd/744aad_753cd06672244cfdbc544dc711a23fc1.pdf
[1] https://onlinelibrary.wiley.com/doi/10.1111/psj.12351?cookieSet=1
[1] https://twitter.com/PSJ_Editor/status/1363918837083684876
[1] https://twitter.com/APSA_SPP/status/1354455449190461448
[1] https://ucsas.qualtrics.com/jfe/form/SV_dm38KGtBDhSUIHI

Top URLs in Tweet in G9:
[5] https://apsanet.org/MEMBERSHIP/Individual-Membership/Trial-Membership?fbclid=IwAR2GSeMMl8FGHAUYhwPTlHTS35CV7mz5NcQ636kUqTVcbhcbRTCsEHANMjQ
[2] https://twitter.com/PSATeaching/status/1366329526926647301
[1] https://educate.apsanet.org/resource/02-26-2021/chinas-rise-diplomacy-and-the-future-of-international-relations-course
[1] https://twitter.com/BeckerLabUSC/status/1367519404892721153
[1] https://twitter.com/lgbtqcaucus/status/1366471143213817860
[1] https://www.dropbox.com/s/vw9o9cx0v9shyht/Post-Doc%20Ad%202021.pdf?dl=0
[1] http://fdslive.oup.com/www.oup.com/pdf/production_in_progress.pdf
[1] https://forms.gle/hQ6hytcS1eqLDRSR7
[1] https://www.timeshighereducation.com/opinion/who-am-i-now-how-academic-identity-changed-through-covid
[1] https://foreignpolicy.com/2020/06/19/why-race-matters-international-relations-ir/

Top URLs in Tweet in G10:
[1] https://twitter.com/rglioche/status/1362943883408244747
[1] https://twitter.com/joaomiguelbdb/status/1362600574945001473
[1] https://twitter.com/leniolivert/status/1362964048166477827
[1] https://twitter.com/lucomentt/status/1362872268087517184
[1] https://twitter.com/anxwz/status/1362611402511368194
[1] https://twitter.com/bela_reis/status/1363202636414083077
[1] https://twitter.com/kaliel/status/1363234461224157185
[1] https://twitter.com/akyllafernanda/status/1363238155642634243
[1] https://twitter.com/vaaaifelipe/status/1363207193038905346
[1] https://twitter.com/eubabbimerlin/status/1363321665275518977

Top Domains
Top Domains in Tweet in Entire Graph:
[209] twitter.com
[136] apsanet.org
[18] apa.org
[17] elnacional.cat
[15] physicianscientists.org
[13] youtube.com
[12] politicalsciencenow.com
[11] apsa.org
[9] org.za
[8] tandfonline.com

Top Domains in Tweet in G1:
[18] apsanet.org
[14] twitter.com
[12] politicalsciencenow.com
[6] tandfonline.com
[4] secure-platform.com
[2] wufoo.com
[2] aaas.org
[2] gustavus.edu
[1] doi.org
[1] flipsnack.com

Top Domains in Tweet in G2:
[28] twitter.com
[5] wix.com
[5] youtube.com
[4] apsanet.org
[3] iltempo.it
[3] instagram.com
[2] com.br
[1] wordpress.com
[1] acistampa.com
[1] cath.ch

Top Domains in Tweet in G3:
[21] twitter.com
[5] apsanet.org
[5] facebook.com
[3] cambridge.org
[2] rff.org
[2] ecowatch.com
[2] urbanaffairsreview.com
[1] waterclimatepolicylab.org
[1] frontiersin.org
[1] umich.edu

Top Domains in Tweet in G4:
[41] twitter.com
[17] elnacional.cat
[5] vilaweb.cat
[4] ccma.cat
[2] larepublica.cat
[2] vallesos.cat
[1] naciodigital.cat
[1] lavanguardia.com
[1] youtube.com
[1] theguardian.com

Top Domains in Tweet in G5:
[79] apsanet.org
[8] twitter.com

Top Domains in Tweet in G6:
[23] twitter.com
[3] youtube.com
[2] instagram.com
[1] jozistyle.joburg
[1] mefeater.com
[1] bit.ly

Top Domains in Tweet in G7:
[6] twitter.com
[6] apsanet.org
[1] yale.edu
[1] filesusr.com
[1] wiley.com
[1] qualtrics.com
[1] cambridge.org
[1] flipsnack.com

Top Domains in Tweet in G9:
[7] apsanet.org
[7] twitter.com
[2] tandfonline.com
[1] dropbox.com
[1] oup.com
[1] forms.gle
[1] timeshighereducation.com
[1] foreignpolicy.com
[1] substack.com
[1] usajobs.gov

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[187] bbb21
[46] apsa
[25] democracy
[25] autocracy
[21] polisci
[18] antioquia
[12] visualabstract
[10] breaking
[7] onlinedeliberation
[7] impact



Top Hashtags in Tweet in G1:
[18] polisci
[7] turkish
[7] onlinedeliberation
[7] impact
[7] empowerment
[3] apsaawards
[3] newscholars
[3] apsa
[3] blackhistorymonth
[2] cybersecurity

Top Hashtags in Tweet in G2:
[10] apsa
[2] riseandshinepilipinas
[2] ssc
[2] autoescola
[2] autoescolaapsa
[2] girona
[2] dgt
[1] noticias
[1] fecatolica
[1] fecatolicanews

Top Hashtags in Tweet in G3:
[2] water
[2] policybriefs
[1] planning
[1] cleantech
[1] transport
[1] nsffunded
[1] apsa2021
[1] energy
[1] climatechange
[1] energytwitter

Top Hashtags in Tweet in G4:
[5] llibertatpablohasel
[4] seuvella
[4] psiborn
[3] lleida
[3] president
[2] morilestatfeixista
[2] sabadell
[2] losborbonessonunosladrones
[2] batallamonumentaltv3
[2] sommajoria

Top Hashtags in Tweet in G5:
[2] polisci
[1] apsaawards

Top Hashtags in Tweet in G6:
[2] quiteria
[2] petwitter
[2] sindi
[2] euphonik
[2] boity
[2] cyrilramaphosa
[2] masigoduke
[2] sasazasaziwayo
[2] ad
[2] worldobesityday

Top Hashtags in Tweet in G7:
[3] apsa
[2] protests
[2] policing
[2] race
[1] polisci
[1] history
[1] statepolresearch
[1] poliscitwitter
[1] free
[1] to

Top Hashtags in Tweet in G8:
[4] मोदी_रोजगार_दो
[4] modi_job_do

Top Hashtags in Tweet in G9:
[4] poliscitwitter
[2] apsaeducate
[2] scholarsunday
[2] psa21
[1] teaching
[1] poliscipedagogy

Top Hashtags in Tweet in G10:
[187] bbb21
[5] thiaguinhonobbb
[4] redebbb
[2] morta
[2] bbb
[1] carthur
[1] festabbb21
[1] avon
[1] altashoras
[1] thevoicemais

Top Words
Top Words in Tweet in Entire Graph:
[1213] apsa
[355] sir
[214] please
[187] #bbb21
[156] great
[149] free
[141] work
[139] hai
[130] policy
[127] best

Top Words in Tweet in G1:
[123] apsa
[98] apsatweets
[69] best
[53] award
[49] political
[44] nominations
[42] paper
[39] deadline
[36] jitp_apsa
[35] nominate

Top Words in Tweet in G2:
[173] apsa
[78] battle
[78] id
[78] need
[78] backup
[78] lvl
[61] 120
[61] godsworn
[61] alexiel
[17] 100

Top Words in Tweet in G3:
[105] climate
[98] great
[98] prof_shughes
[97] water
[95] work
[94] looking
[94] policy
[93] job
[93] alert
[92] postdoc

Top Words in Tweet in G4:
[119] els
[77] amb
[76] és
[53] hi
[49] ho
[41] contra
[38] més
[29] govern
[27] dels
[26] fa

Top Words in Tweet in G5:
[111] apsa
[83] free
[83] membership
[81] please
[80] torrespolisci
[80] access
[80] jobs
[79] share
[79] widely
[9] great

Top Words in Tweet in G6:
[36] apsa_songongo
[12] need
[11] people
[10] guys
[9] africa
[9] please
[8] happy
[8] work
[8] south
[7] tboozesa

Top Words in Tweet in G7:
[45] award
[42] nominations
[37] apsa_spp
[35] apsa
[32] paper
[28] march
[28] section
[25] best
[24] friday
[24] spring

Top Words in Tweet in G8:
[301] sir
[117] apsa
[103] imravinderraina
[99] hai
[94] narendramodi
[89] bsf
[88] cisf
[62] bjp4india
[61] umeed
[59] ko

Top Words in Tweet in G9:
[12] apsa
[12] teaching
[7] free
[6] please
[6] learning
[6] teach
[6] article
[6] public
[5] membership
[5] apsa_edusection

Top Words in Tweet in G10:
[187] #bbb21
[89] não
[79] kkkkkkk
[76] eu
[66] amanda_apsa
[59] pra
[59] vivisemfiltro
[52] ela
[38] nã
[36] tá

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[99] apsa,membership
[99] climate,policy
[98] job,alert
[96] share,widely
[96] alert,looking
[96] looking,great
[96] great,postdoc
[96] postdoc,work
[96] work,seas
[96] seas,water

Top Word Pairs in Tweet in G1:
[22] information,technology
[21] apsatweets,know
[16] nominations,apsa
[16] doing,engaged
[16] engaged,work
[16] first,second
[16] second,year
[16] year,graduate
[16] graduate,student
[16] student,currently

Top Word Pairs in Tweet in G2:
[78] battle,id
[78] id,need
[78] need,backup
[78] backup,lvl
[61] lvl,120
[61] 120,godsworn
[61] godsworn,alexiel
[17] lvl,100
[6] 100,twin
[6] twin,elements

Top Word Pairs in Tweet in G3:
[93] job,alert
[92] alert,looking
[92] looking,great
[92] great,postdoc
[92] postdoc,work
[92] work,seas
[92] seas,water
[92] water,climate
[92] climate,policy
[92] policy,lab

Top Word Pairs in Tweet in G4:
[10] avui,fa
[9] els,comuns
[9] querella,contra
[8] hi,hagi
[8] els,mossos
[8] violã,ncia
[6] polã,tica
[6] contra,els
[6] amb,els
[6] dels,comuns

Top Word Pairs in Tweet in G5:
[83] apsa,membership
[79] free,apsa
[79] membership,access
[79] access,jobs
[79] jobs,please
[79] please,share
[79] share,widely
[78] torrespolisci,free
[8] great,initiative
[8] initiative,'early

Top Word Pairs in Tweet in G6:
[6] south,africa
[4] happy,birthday
[4] music,video
[4] hi,guys
[4] guys,please
[3] black,jack
[3] thank,much
[3] ungodly,hour
[3] make,submission
[2] rabbit,hole

Top Word Pairs in Tweet in G7:
[22] apsa_spp,spring
[22] spring,speaker
[22] speaker,series
[21] best,paper
[15] excellence,mentoring
[15] mentoring,award
[14] nominations,apsa_pubpol
[14] apsa_pubpol,section
[14] section,excellence
[14] award,senior

Top Word Pairs in Tweet in G8:
[88] bsf,cisf
[59] narendramodi,bjp4india
[58] imravinderraina,narendramodi
[44] sir,apsa
[35] bjp4india,sir
[33] apsa,bahut
[31] sir,please
[29] hai,sir
[29] bahut,umeed
[28] sir,bsf

Top Word Pairs in Tweet in G9:
[5] free,apsa
[5] apsa,membership
[3] #poliscitwitter,signing
[3] signing,free
[3] membership,co
[3] co,kkdozfyusd
[3] kkdozfyusd,interested
[3] please,share
[3] share,widely
[3] freely,available

Top Word Pairs in Tweet in G10:
[25] kkkkkkk,#bbb21
[10] kkkkk,#bbb21
[6] ana,clara
[5] atenta,#bbb21
[5] eu,não
[5] não,sei
[5] pq,ela
[5] eu,tô
[5] paredã,falso
[4] minha,cara

Top Replied-To
Top Replied-To in Entire Graph:
@amanda_apsa
@vivisemfiltro
@apsa_songongo
@imravinderraina
@bruna_mbr
@drjitendrasingh
@missc_30
@mntane_thongo
@bts_twt
@tboozesa

Top Replied-To in G1:
@womenalsoknow
@kim_at_apsa
@mpfix1
@perry_brittanyn
@vcruznichols
@nmaahc
@townert
@pocalsoknow
@julia_azari
@dr_atchison

Top Replied-To in G2:

Top Replied-To in G3:
@prof_shughes
@frontiersin
@kmftimm
@pecclab
@pleh_mann
@prowag
@melissabaker712
@clarabrandi

Top Replied-To in G4:
@junqueras
@perearagones
@naciodigital
@batallatv3

Top Replied-To in G5:
@daniellewenner
@cmslaughter_
@bcburden
@torrespolisci
@emmamashford
@thatsaragoodman
@jocelyngperry

Top Replied-To in G6:
@apsa_songongo
@tboozesa
@mntane_thongo
@missc_30
@sgasa_
@_vuyisile_
@monatexo
@leebellarossa
@bongzthegreat
@miss_gallie

Top Replied-To in G7:
@garlicksauce
@rwbdc
@apsa_spp
@seangailmard
@seemeschrollin
@julia_azari
@heathbrown
@cmwitko
@joshmccrain

Top Replied-To in G8:
@imravinderraina
@drjitendrasingh
@pmoindia
@narendramodi
@jammulinks
@dograjournalist
@drpankajgoswam2
@rashtrapatibhvn
@amitshah

Top Replied-To in G9:
@edorssom
@guprofbc
@jamiejhagen
@kelly_zvobgo
@__queli
@erikasmith

Top Replied-To in G10:
@amanda_apsa
@vivisemfiltro
@bruna_mbr
@hugogloss
@gaylherm
@ddbazu
@wellingtonavan1
@ponchohd
@vaidesmaiar
@ssarahandrade

Top Mentioned
Top Mentioned in Entire Graph:
@apsatweets
@prof_shughes
@torrespolisci
@narendramodi
@imravinderraina
@bjp4india
@step_apsa
@apsa_spp
@viveksinghjasr5
@amitshah

Top Mentioned in G1:
@apsatweets
@jitp_apsa
@apsa_itp
@townert
@sexualitypolsci
@brownphdgirl
@poli_com
@lgbtqcaucus
@proflupton

Top Mentioned in G2:
@lennybendavid
@dangamarnik

Top Mentioned in G3:
@prof_shughes
@step_apsa
@abclayton24
@apsaurban
@pecclab
@eakoebele
@apsatweets
@apsa_pubpol
@greenprofgreen
@peterjohnchen1

Top Mentioned in G4:
@dracdolot
@gallifantes
@krls
@albanodante76
@toni_comin
@sanchezcastejon
@claraponsati
@quimtorraipla
@elnacionalcat
@lluis_llach

Top Mentioned in G5:
@torrespolisci
@tariqthachil
@apsatweets
@cmslaughter_
@unlawfulentries
@kristinnwylie
@shifrinson
@hilarymatfess
@djmallinson
@migcitizenapsa

Top Mentioned in G6:
@uwfm88_106fm
@_vuyisile_
@dumzamaswana
@naledimashishi
@beautyontapp
@vhojudith
@mrsncube__
@adidasza
@jozistyle
@lovehouseart

Top Mentioned in G7:
@apsa_spp
@j_wolak_
@apsa_pubpol
@cmwitko
@garlicksauce
@step_apsa
@jakemgrumbach
@rrrachelkrause
@apsatweets
@angiemaxwell1

Top Mentioned in G8:
@narendramodi
@imravinderraina
@bjp4india
@viveksinghjasr5
@amitshah
@bjplive
@vimalsi57621345
@jpnadda
@daljeet79335111
@drjitendrasingh

Top Mentioned in G9:
@apsa_edusection
@apsatweets
@beckerlabusc
@torrespolisci
@mattlin_m
@jpse_editors
@profmusgrave
@meareswesley
@that_colinbrown
@alpsblog

Top Mentioned in G10:
@carladiaz
@boninho
@vivisemfiltro
@bastiaobot
@joyce_jro
@mariliamreal
@thiaguinhocomth
@bruna_mbr
@netflixbrasil
@gilnogueiraofc

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@airtel_presence
@cybersec_feeds
@backstorymom1
@abscbnnews
@russelltim151
@ancalerts
@manilabulletin
@guardian
@pitoloco2021

Top Tweeters in G1:
@cybersec_feeds
@backstorymom1
@amor_vuelvetx
@ap
@smsaideman
@profjontaylor
@smithsonianmag
@charlyaztec
@jtlevy
@drjlhazelton

Top Tweeters in G2:
@ptvph
@mobsico100
@mokotsu
@adobubble
@thedeviljackda1
@akatsuwuki
@pardalidae
@itslwtpride
@christilcara
@chwemmingfool

Top Tweeters in G3:
@coyotegulch
@drbobbullard
@scott_aw_brown
@prowag
@drtermagant
@danielpaldrich
@alfencl
@tarirokamuti
@stapesphd
@nsf

Top Tweeters in G4:
@guardian
@victordiscovery
@naciodigital
@elnacionalcat
@vilaweb
@a3noticias
@tonialba
@davidgr1714
@francescabad
@lauraborras

Top Tweeters in G5:
@letmicahdown
@bushido61
@jlove1982
@margot__pi
@buzzfeedgdebord
@lhkirkland1
@alixabeth
@rcastrocornejo
@aneeman
@audieklotz

Top Tweeters in G6:
@sindivanzyl
@enca
@nkanyiso_ngqulu
@ladyhuneybee
@yeswecrann
@juks_afrika
@monatexo
@mtnza
@spitchnzawumbi
@viwepotelwa

Top Tweeters in G7:
@raulpacheco
@david_darmofal
@heathbrown
@julia_azari
@kedronbardwell
@vasabjit_b
@rebeccakreitzer
@guilleshere
@garlicksauce
@jakemgrumbach

Top Tweeters in G8:
@pib_india
@bjp4india
@bjplive
@jammulinks
@bjp4gujarat
@bjp4jnk
@narendramodi_in
@naqvimukhtar
@narendramodi
@pmoindia

Top Tweeters in G9:
@victor_asal
@jamiejhagen
@profmusgrave
@poliscikeith
@northeastern
@_kvelasco
@kelly_zvobgo
@jzphilosophy
@e_ir
@guprofbc

Top Tweeters in G10:
@vaidesmaiar
@gshow
@dbrn_
@andrenossauro
@lwnzi
@voude99
@portaltracklist
@anitta
@netflixbrasil
@universo_flash


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