APSA2023, Twitter, 9/5/2023 5:31:38 PM, 292372


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APSA2023 Twitter NodeXL SNA Map and Report for Tuesday, 05 September 2023 at 16:42 UTC
APSA2023 Twitter NodeXL SNA Map and Report for Tuesday, 05 September 2023 at 16:42 UTC
From:
marc_smith
Uploaded on:
September 05, 2023
Short Description:
APSA2023 via NodeXL https://bit.ly/44GWsar
@apsatweets
@erinrpineda
@dimitricourant
@cup_polisci
@pippan15
@libankerdc
@swatisrivast
@nodexl
@smr_foundation
@journal_pad

Top hashtags:
#apsa2023
#purduepoliticalscience
#openaccess
#apsa
#readup
#preprint

Description:
Description
The graph represents a network of 1,524 Twitter users whose recent tweets contained "APSA2023", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/29/2023 12:00:00 AM and 9/5/2023 8:58:55 AM. The network was obtained from Twitter on Tuesday, 05 September 2023 at 17:28 UTC.

The tweets in the network were tweeted over the 231-day, 13-hour, 54-minute period from Tuesday, 17 January 2023 at 00:56 UTC to Tuesday, 05 September 2023 at 14:50 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1524
Unique Edges : 2420
Edges With Duplicates : 1562
Total Edges : 3982
Number of Edge Types : 9
Retweet : 1207
MentionsInRetweet : 1132
Tweet : 320
Mentions : 689
MentionsInQuote : 64
Quote : 89
Replies to : 81
MentionsInReplyTo : 383
MentionsInQuoteReply : 17
Self-Loops : 546
Reciprocated Vertex Pair Ratio : 0.0704166666666667
Reciprocated Edge Ratio : 0.131568703775788
Connected Components : 105
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 1300
Maximum Edges in a Connected Component : 3692
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.657237
Graph Density : 0.00110682569800246
Modularity : 0.534609
NodeXL Version : 1.0.1.521
Data Import : The graph represents a network of 1,524 Twitter users whose recent tweets contained "APSA2023", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/29/2023 12:00:00 AM and 9/5/2023 8:58:55 AM. The network was obtained from Twitter on Tuesday, 05 September 2023 at 17:28 UTC.

The tweets in the network were tweeted over the 231-day, 13-hour, 54-minute period from Tuesday, 17 January 2023 at 00:56 UTC to Tuesday, 05 September 2023 at 14:50 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : APSA2023
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:
[8] https://cup.org/3qn8DKV
[6] https://cup.org/3L6WFwy
[6] https://tinyurl.com/y5cv3ytb
[5] https://convention2.allacademic.com/one/apsa/apsa23/index.php?program_focus=view_session&selected_session_id=2054328&cmd=online_program_direct_link&sub_action=online_program
[4] https://bit.ly/3R745Uq
[4] https://cup.org/3P2DwwK
[3] https://cup.org/3PkCRs7
[3] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+Load+Selected+Focus&selected_sub_unit_id=75860&program_focus=browse_by_sub_unit_submissions&PHPSESSID=9gtlp4djgjp62hr02r32820m4o
[3] https://cup.org/45nXs3X
[3] https://www.npr.org/2023/08/31/1196856738/hotel-workers-strike-los-angeles-political-science-conference-labor-day

Top URLs in Tweet in G1:
[2] https://www.npr.org/2023/08/31/1196856738/hotel-workers-strike-los-angeles-political-science-conference-labor-day
[2] https://open.substack.com/pub/timothynoah/p/the-cognitive-elite-tells-the-proletariat?utm_campaign=post&utm_medium=web
[1] https://connect.apsanet.org/apsa2023/exhibit-2/exhibitor-listing/
[1] https://hubs.ly/Q0208mYm0
[1] https://hubs.ly/Q0209r6R0
[1] https://hubs.ly/Q0209ngm0
[1] https://hubs.ly/Q02099b20
[1] https://www.theguardian.com/us-news/2023/aug/14/striking-los-angeles-hotel-workers-american-political-science-association
[1] https://ow.ly/8W3c50PBYGF
[1] https://bit.ly/45Hn8Jh

Top URLs in Tweet in G2:
[6] https://cup.org/3L6WFwy
[4] https://cup.org/3P2DwwK
[3] https://cup.org/3PkCRs7
[3] https://cup.org/45nXs3X
[3] https://bit.ly/3R745Uq
[2] https://convention2.allacademic.com/one/apsa/apsa23
[2] https://connect.apsanet.org/apsa2023/iposters-iposter-sessions/
[2] https://ow.ly/RKLW50PahT1
[2] https://www.npr.org/2023/08/31/1196943518/political-scientists-are-in-the-middle-of-a-hot-button-issue-striking-hotel-work
[2] https://manchesteruniversitypress.co.uk/author-hub/

Top URLs in Tweet in G3:
[5] https://convention2.allacademic.com/one/apsa/apsa23/index.php?program_focus=view_session&selected_session_id=2054328&cmd=online_program_direct_link&sub_action=online_program
[3] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+Load+Selected+Focus&selected_sub_unit_id=75860&program_focus=browse_by_sub_unit_submissions&PHPSESSID=9gtlp4djgjp62hr02r32820m4o
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2060105&PHPSESSID=ffv02j2nm5qirmmctaakqhgf5l
[1] https://bit.ly/3R745Uq
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2063135&PHPSESSID=ea2pn95fik1jhauvjv6dos55e5
[1] https://bit.ly/45Hn8Jh
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2049698&PHPSESSID=u90g5br44o9pt7vbjh9pig14e8
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2065383&PHPSESSID=oaa8dkbnru9uksm5b24vm446ji
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2063061&PHPSESSID=460g7jfkj2kfhd3ca4f1es0meo
[1] https://tinyurl.com/29abpszd

Top URLs in Tweet in G4:
[1] https://www.dropbox.com/scl/fi/rg3z6qzwkdb2hmemgcphq/APSA-2023-Democratic-Backsliding-AP-Norris.pptx?rlkey=l7inznsvhr4s29n31be2nlfwm&dl=0
[1] https://tinyurl.com/2aqshde6
[1] https://tinyurl.com/22b2o95t

Top URLs in Tweet in G5:
[2] https://bit.ly/3sk1hc0
[1] https://www.npr.org/2023/08/31/1196856738/hotel-workers-strike-los-angeles-political-science-conference-labor-day
[1] https://tinyurl.com/24z8caxu
[1] https://osf.io/325tn/
[1] https://erecruit.umsystem.edu/psc/tamext/KCITY/HRMS/c/HRS_HRAM_FL.HRS_CG_SEARCH_FL.GBL?Page=HRS_APP_JBPST_FL&Action=U&SiteId=8&FOCUS=Applicant&SiteId=8&JobOpeningId=48454&PostingSeq=1
[1] https://mc.manuscriptcentral.com/fpa
[1] https://convention2.allacademic.com//one/apsa/apsa23/index.php?cmd=Online+Program+Download+Document&document_type=document&key=online_program_view_paper_downloads&document_key=96d8fa4ac76c05c53c52986927994d46&filename=apsa23_proceeding_2052462.pdf&PHPSESSID=762v96ak9a34b4fsfu93qprtn2
[1] https://youtu.be/dwyUQ9jgr-s?si=WKxCvtUNOUQsPMcB

Top URLs in Tweet in G6:
[2] https://psu.zoom.us/j/95501106520?pwd=em1JNWNmcGNqM05hVm5tcUZtbzhnQT09
[2] https://tinyurl.com/2a9tcuae
[1] https://www.cambridge.org/core/journals/perspectives-on-politics/article/hybrid-sovereignty-in-world-politics-by-swati-srivastava-cambridge-cambridge-university-press-2022-280p-9999-cloth/A0EA9EB3F76F1DFD58066CF2EDD3591C#
[1] https://medium.com/3streams/heres-how-the-2020-transition-team-managed-a-safe-and-secure-transition-for-joe-biden-and-kamala-8472793e3427
[1] https://us02web.zoom.us/j/83714261110?pwd=VFZVZUx1cmFidFVwaU9rTVE
[1] https://twitter.com/APSA_POP/status/1697282960427192410
[1] https://twitter.com/APSA_POP/status/1696892963878523096
[1] https://kansaspress.ku.edu/9780700629961/
[1] https://kansaspress.ku.edu/
[1] https://bit.ly/45n5WIV

Top URLs in Tweet in G7:
[1] https://tinyurl.com/2dkh45my

Top URLs in Tweet in G8:
[8] https://cup.org/3qn8DKV
[6] https://tinyurl.com/y5cv3ytb
[2] https://onlinelibrary.wiley.com/journal/1099162x
[2] https://go.shr.lc/45aK03v
[1] https://cup.org/3NpncH1
[1] https://interpretat.blogspot.com/2023/08/we-can-change-political-science-heres.html
[1] https://tinyurl.com/37k7s35w

Top URLs in Tweet in G9:
[1] https://tinyurl.com/2xu2sbay
[1] https://tinyurl.com/23x6ydcf
[1] https://tinyurl.com/2aes9s2n
[1] https://tinyurl.com/2dopmrel
[1] https://tinyurl.com/2hpxde76
[1] https://gu-se.zoom.us/j/66463213865?pwd=QVkrVWF5OHl0Uk9ZakNaQnQ0THd0Zz09
[1] https://www.tandfonline.com/doi/full/10.1080/13597566.2023.2252343?src=
[1] https://twitter.com/LachlanMcNamee/status/1615151037169676288?s=20
[1] http://bitly.ws/z2FL
[1] https://michaeljaybarber.com/2023-money-in-politics-conference-program

Top URLs in Tweet in G10:
[1] https://think.taylorandfrancis.com/special_issues/political-communication-computational-propaganda/?utm_source=TFO&utm_medium=cms&utm_campaign=JPG15743
[1] https://twitter.com/HankOwings/status/1698060611815399663?t=jDBeSdnpGac2jaR1mYFh1A&s=19
[1] https://tinyurl.com/2vy25tbw
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2069457&PHPSESSID=q8a71hu58ssccd0rjq8be40ucj

Top Domains
Top Domains in Tweet in Entire Graph:
[72] cup.org
[56] tinyurl.com
[23] ow.ly
[20] allacademic.com
[16] bit.ly
[7] apsanet.org
[6] twitter.com
[5] npr.org
[4] zoom.us
[4] substack.com

Top Domains in Tweet in G1:
[4] hubs.ly
[2] npr.org
[2] substack.com
[1] apsanet.org
[1] theguardian.com
[1] ow.ly
[1] bit.ly
[1] unitehere11.org
[1] cbsnews.com
[1] voicesfortransequality.com

Top Domains in Tweet in G2:
[63] cup.org
[17] ow.ly
[5] apsanet.org
[4] bit.ly
[3] allacademic.com
[2] npr.org
[2] co.uk
[2] substack.com
[1] myworkdayjobs.com
[1] virginia.edu

Top Domains in Tweet in G3:
[15] allacademic.com
[2] bit.ly
[2] tinyurl.com
[1] democracyworkspodcast.com
[1] buff.ly

Top Domains in Tweet in G4:
[2] tinyurl.com
[1] dropbox.com

Top Domains in Tweet in G5:
[2] bit.ly
[1] npr.org
[1] tinyurl.com
[1] osf.io
[1] umsystem.edu
[1] manuscriptcentral.com
[1] allacademic.com
[1] youtu.be

Top Domains in Tweet in G6:
[4] bit.ly
[3] zoom.us
[3] ku.edu
[2] twitter.com
[2] tinyurl.com
[1] cambridge.org
[1] medium.com

Top Domains in Tweet in G7:
[1] tinyurl.com

Top Domains in Tweet in G8:
[9] cup.org
[7] tinyurl.com
[2] wiley.com
[2] shr.lc
[1] blogspot.com

Top Domains in Tweet in G9:
[5] tinyurl.com
[1] zoom.us
[1] tandfonline.com
[1] twitter.com
[1] bitly.ws
[1] michaeljaybarber.com

Top Domains in Tweet in G10:
[1] taylorandfrancis.com
[1] twitter.com
[1] tinyurl.com
[1] allacademic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1463] apsa2023
[46] purduepoliticalscience
[42] openaccess
[39] apsa
[24] readup
[21] preprint
[14] asianpoliticalhistory
[12] demoinno
[11] politicalscience
[10] ecprgc23



Top Hashtags in Tweet in G1:
[170] apsa2023
[18] apsa
[2] politicalscience
[2] polsci
[1] aspa
[1] socalhotelstrike
[1] purduepoliticalscience
[1] openaccess
[1] preprint
[1] readup

Top Hashtags in Tweet in G2:
[256] apsa2023
[25] openaccess
[19] preprint
[14] asianpoliticalhistory
[7] ecprgc23
[7] apsa
[4] tlcatapsa
[3] brexit
[3] jeps10
[3] asia

Top Hashtags in Tweet in G3:
[54] apsa2023
[12] demoinno
[11] apsa
[2] apsa23
[2] demopart
[2] democracy
[2] digital
[1] opendata
[1] corruption
[1] austria

Top Hashtags in Tweet in G4:
[53] apsa2023
[1] apsa2003

Top Hashtags in Tweet in G5:
[62] apsa2023
[1] polcomm
[1] pacss2023
[1] laborday
[1] paronacional

Top Hashtags in Tweet in G6:
[111] apsa2023
[44] purduepoliticalscience
[1] twitterstorians

Top Hashtags in Tweet in G7:
[58] apsa2023
[1] la
[1] covid
[1] politicaleconomy
[1] servicetweet

Top Hashtags in Tweet in G8:
[56] apsa2023
[16] openaccess
[4] ippa
[3] erc
[3] apsa23
[2] iwpp4
[2] apsa
[2] politicalscience
[1] preprint
[1] methods

Top Hashtags in Tweet in G9:
[48] apsa2023
[2] democraticbacksliding
[1] europe
[1] refugees
[1] formalisation
[1] interventions
[1] laborday
[1] ecprgc23

Top Hashtags in Tweet in G10:
[69] apsa2023
[5] apsaitp
[5] polcomm
[1] apsa2024
[1] misinformation
[1] apsa
[1] polcompreconference
[1] apsaonstrike
[1] apsaonfire

Top Words
Top Words in Tweet in Entire Graph:
[1463] #apsa2023
[297] panel
[231] apsatweets
[196] today
[190] political
[179] people
[178] center
[166] back
[162] conference
[162] around

Top Words in Tweet in G1:
[170] #apsa2023
[155] people
[153] back
[151] entrance
[151] struck
[150] telling
[150] around
[150] center
[150] browne
[149] venue

Top Words in Tweet in G2:
[256] #apsa2023
[119] apsatweets
[92] cup_polisci
[75] issue
[66] author
[63] join
[49] conference
[45] 2023
[38] lacc
[37] critics

Top Words in Tweet in G3:
[88] apsa_deminno
[65] dimitricourant
[62] apsatweets
[54] #apsa2023
[54] panel
[44] kimgron
[40] stanford
[31] democratic
[31] harvardash
[29] kennedy_school

Top Words in Tweet in G4:
[53] #apsa2023
[40] paper
[39] today
[39] work
[39] democratic
[39] backsliding
[38] pippan15
[38] slides
[38] roots
[38] pp

Top Words in Tweet in G5:
[62] #apsa2023
[11] panel
[10] political
[8] time
[7] politics
[7] presenting
[7] research
[6] great
[6] first
[6] conference

Top Words in Tweet in G6:
[111] #apsa2023
[57] presentation
[44] #purduepoliticalscience
[43] purduelibarts
[39] purduepolsci
[36] coming
[34] soon
[28] author
[28] critics
[21] check

Top Words in Tweet in G7:
[58] #apsa2023
[26] panel
[16] political
[16] great
[13] tomorrow
[12] social
[12] virtual
[12] alicirone
[12] economy
[12] conference

Top Words in Tweet in G8:
[56] #apsa2023
[22] internatltheory
[18] political
[16] articles
[16] #openaccess
[14] ipsa
[12] miss
[11] more
[11] panel
[10] angeles

Top Words in Tweet in G9:
[48] #apsa2023
[13] join
[11] gld_gothenburg
[11] booth
[10] vdeminstitute
[9] session
[9] lacc
[8] paper
[8] come
[8] today

Top Words in Tweet in G10:
[69] #apsa2023
[22] asayeed
[18] great
[15] political
[15] global
[14] lots
[13] communication
[13] issue
[13] computational
[13] propaganda

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[154] back,entrance
[153] browne,center
[152] telling,people
[152] penn,telling
[152] entrance,struck
[152] center,penn
[152] fyi,browne
[152] people,sneak
[152] around,back
[152] venue,avoiding

Top Word Pairs in Tweet in G1:
[151] back,entrance
[150] browne,center
[149] penn,telling
[149] telling,people
[149] struck,venue
[149] entrance,struck
[149] around,back
[149] people,sneak
[149] center,penn
[149] sneak,around

Top Word Pairs in Tweet in G2:
[35] meets,critics
[35] author,meets
[30] apsatweets,author
[28] critics,session
[27] latest,issue
[25] political,science
[24] cup_polisci,join
[23] september,2023
[23] uploaded,apsa_preprints
[23] mini,conference

Top Word Pairs in Tweet in G3:
[29] dimitricourant,apsa_deminno
[28] harvard,kennedy_school
[28] kennedy_school,harvardash
[24] stanford,cddstanford
[23] democratic,innovations
[22] apsa_deminno,harvard
[22] demoinno,demsoc
[22] psademocracy,demoinno
[22] harvardash,stanford
[22] cddstanford,apsatweets

Top Word Pairs in Tweet in G4:
[39] democratic,backsliding
[38] snapshot,paper
[38] cultural,roots
[38] today,cultural
[38] roots,democratic
[38] pp,slides
[38] #apsa2023,pp
[38] here's,#apsa2023
[38] paper,today
[38] backsliding,work

Top Word Pairs in Tweet in G5:
[5] political,science
[3] panel,#apsa2023
[3] science,association
[3] first,time
[3] american,political
[3] picket,line
[2] meeting,#apsa2023
[2] time,#apsa2023
[2] gt,conference
[2] democratic,backsliding

Top Word Pairs in Tweet in G6:
[39] purduelibarts,#purduepoliticalscience
[37] #apsa2023,presentation
[33] coming,soon
[17] exciting,presentation
[17] don,miss
[17] #apsa2023,purduelibarts
[17] miss,exciting
[16] check,#apsa2023
[15] soon,#apsa2023
[14] book,panel

Top Word Pairs in Tweet in G7:
[15] #apsa2023,panel
[12] political,economy
[9] economy,europe
[9] europe,pre
[9] pre,conference
[8] virtual,#apsa2023
[7] protection,developing
[7] carmenjho_,josephwongut
[7] panel,social
[7] countries,carmenjho_

Top Word Pairs in Tweet in G8:
[15] internatltheory,#openaccess
[10] political,science
[8] articles,found
[8] 2023,articles
[8] week,6th
[8] found,#apsa2023
[8] 6th,september
[8] publication,internatltheory
[8] next,week
[8] september,2023

Top Word Pairs in Tweet in G9:
[5] presenting,paper
[5] day,#apsa2023
[5] #apsa2023,miss
[5] gld,fellow
[4] money,politics
[4] forget,visit
[4] interesting,session
[4] session,#apsa2023
[4] contentious,roundtable
[4] personality,traits

Top Word Pairs in Tweet in G10:
[13] political,communication
[13] issue,computational
[13] computational,propaganda
[13] south,sure
[13] sure,lots
[13] communication,special
[13] special,issue
[13] global,south
[13] lots,great
[13] propaganda,global

Top Replied-To
Top Replied-To in Entire Graph:
@apsa_deminno
@apsatweets
@unitehere11
@ibjiyongi
@columbiaup
@asheeshksi
@marshray
@shoburner17
@raulpacheco
@fredleept

Top Replied-To in G1:
@asheeshksi
@raulpacheco
@unitehere11
@thenewrepublic
@pippan15
@jodi7768
@dan_e_solo

Top Replied-To in G2:
@apsatweets
@unitehere11

Top Replied-To in G3:
@apsa_deminno
@columbiaup
@kimgron

Top Replied-To in G8:
@fredleept

Top Replied-To in G10:
@apsatweets

Top Mentioned
Top Mentioned in Entire Graph:
@apsatweets
@erinrpineda
@penn
@cup_polisci
@dimitricourant
@apsa_deminno
@pippan15
@purduelibarts
@kimgron
@stanford

Top Mentioned in G1:
@erinrpineda
@penn
@sidneyrothstein
@libankerdc
@unitehere11
@unitehere
@princetonupress
@mitpress
@apsaurban
@carolyneholmes

Top Mentioned in G2:
@apsatweets
@cup_polisci
@apsa_preprints
@jeanjiyeonhong
@xiaobolu1
@poppublicsphere
@l_gamboag
@cambridgeup
@hanfeitzu
@epsrjournal

Top Mentioned in G3:
@dimitricourant
@apsa_deminno
@apsatweets
@kimgron
@stanford
@harvardash
@kennedy_school
@harvard
@demoinno
@demsoc

Top Mentioned in G4:
@pippan15
@francescafeo_1
@electionsmith
@davidfortunato
@torillstavenes
@rmuriaas
@gendersuccess
@hannahrphill
@yjuliajung
@erinrpineda

Top Mentioned in G5:
@unitehere11

Top Mentioned in G6:
@purduelibarts
@purduepolsci
@swatisrivast
@christinapearlw
@kansas_press
@mitushi_mukh
@maziembernard
@gidasco
@jcrohsaine
@miriam_barnum

Top Mentioned in G7:
@alicirone
@carmenjho_
@josephwongut
@aleshaporisky
@claireadida
@apsatweets
@tinepaulsen
@francescayton
@theapcg

Top Mentioned in G8:
@internatltheory
@journal_pad
@interpretivepo1
@_ippa_
@ipsa_aisp
@costinmciobanu
@joostvanspanje
@erc_research
@ishanaratan
@apsa_preprints

Top Mentioned in G9:
@gld_gothenburg
@vdeminstitute
@qogdata
@anthlittle
@princeton
@vvandenboogaard
@sistek
@felicrobertson
@cornell_agnes

Top Mentioned in G10:
@asayeed
@leticiabode
@apsa_itp
@apsatweets
@sarabentivegna
@emilyvanduyn
@nataliaumansky
@stewartcoles
@kiranabasavaraj
@benepstein55

Top Tweeters
Top Tweeters in Entire Graph:
@marthalynneowe1
@russelltim151
@jjdebenedictis
@maripuerta
@sbb388
@pkanagaratnam
@raulpacheco
@hilarieashton
@twodogsing
@nbcnews

Top Tweeters in G1:
@sbb388
@pkanagaratnam
@hilarieashton
@twodogsing
@juliesbooks
@harriekd
@snyde043
@llarisah
@dorothyk98
@makarov__

Top Tweeters in G2:
@russelltim151
@maripuerta
@shonatiger
@profjontaylor
@narrovictor
@travisbhill5
@pierregrosser
@james_2904
@pollreport
@jwpaller

Top Tweeters in G3:
@nbcnews
@chihuu
@aerlingus
@digitaltrends
@rrichard09
@opendemocracy
@demsoc
@jdaviescoates
@iubloomington
@coloradostateu

Top Tweeters in G4:
@jjdebenedictis
@commish24
@70sbachchan
@rcastrocornejo
@jacv1970
@paulonabike
@quiquenaveda
@mediamorphis
@kaushu
@satpathyontruth

Top Tweeters in G5:
@_itzdutchess
@katypearce
@chrishanretty
@blairwilliams26
@jennifernvictor
@simonjhix
@huzzahmpls
@pcpeay
@oxfordjournals
@brian_jphillips

Top Tweeters in G6:
@heathbrown
@ntinatzouvala
@seandehrlich
@johnbick1960
@koslofer
@stevepampinella
@research_purdue
@lizlebron1
@deviladvoimran
@iajournal_ch

Top Tweeters in G7:
@victor_asal
@perezlozano
@giulio_mattioli
@rachelstrohm
@saisafrica
@claireadida
@sfujihira
@cescamat
@real_umarfarooq
@josephwongut

Top Tweeters in G8:
@marioiaguilar
@flaviorocha1
@bibliofilosofia
@atsekambodelmas
@aldomaher
@forogpp
@i_solorio
@nomoiinstitute
@ian_c_elliott
@erc_research

Top Tweeters in G9:
@sandeep71121431
@luismadueo3
@princeton
@uva
@usc
@freedomhouse
@jakemgrumbach
@javierweiss
@el_poli_pueta
@rfrbrghs

Top Tweeters in G10:
@juanmanfredi
@sgadarian
@asayeed
@chryllaird
@nikkiusher
@sarabentivegna
@mathiasced
@gba_mm
@stsumej
@benepstein55


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