apsa2023, Twitter, 9/6/2023 9:56:33 PM, 292388


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apsa2023 Twitter NodeXL SNA Map and Report for Wednesday, 06 September 2023 at 21:07 UTC
apsa2023 Twitter NodeXL SNA Map and Report for Wednesday, 06 September 2023 at 21:07 UTC
From:
marc_smith
Uploaded on:
September 06, 2023
Short Description:
apsa2023 via NodeXL https://bit.ly/3Zb8F5R
@apsatweets
@erinrpineda
@dimitricourant
@cup_polisci
@pippan15
@libankerdc
@nodexl
@swatisrivast
@liaoyenchieh
@smr_foundation

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

Description:
Description
The graph represents a network of 1,512 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 30,000 tweets, tweeted between 8/30/2023 12:00:00 AM and 9/6/2023 2:07:44 PM. The network was obtained from Twitter on Wednesday, 06 September 2023 at 21:33 UTC.

The tweets in the network were tweeted over the 232-day, 20-hour, 2-minute period from Tuesday, 17 January 2023 at 00:56 UTC to Wednesday, 06 September 2023 at 20:58 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 : 1512
Unique Edges : 2383
Edges With Duplicates : 1507
Total Edges : 3890
Number of Edge Types : 9
Retweet : 1181
MentionsInRetweet : 1099
Tweet : 308
Mentions : 669
MentionsInQuote : 64
Quote : 87
Replies to : 81
MentionsInReplyTo : 384
MentionsInQuoteReply : 17
Self-Loops : 531
Reciprocated Vertex Pair Ratio : 0.0700339558573854
Reciprocated Edge Ratio : 0.130900436334788
Connected Components : 102
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 1292
Maximum Edges in a Connected Component : 3608
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.720836
Graph Density : 0.00110345998830446
Modularity : 0.539457
NodeXL Version : 1.0.1.521
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292387
Data Import : The graph represents a network of 1,512 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 30,000 tweets, tweeted between 8/30/2023 12:00:00 AM and 9/6/2023 2:07:44 PM. The network was obtained from Twitter on Wednesday, 06 September 2023 at 21:33 UTC.

The tweets in the network were tweeted over the 232-day, 20-hour, 2-minute period from Tuesday, 17 January 2023 at 00:56 UTC to Wednesday, 06 September 2023 at 20:58 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:
[6] https://cup.org/3L6WFwy
[6] https://tinyurl.com/y5cv3ytb
[5] https://cup.org/3qn8DKV
[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://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/3PkCRs7
[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
[1] https://connect.apsanet.org/apsa2023/exhibit-2/exhibitor-listing/
[1] https://hubs.ly/Q02099b20
[1] https://hubs.ly/Q0208mYm0
[1] https://hubs.ly/Q0209r6R0
[1] https://hubs.ly/Q0209ngm0
[1] https://www.theguardian.com/us-news/2023/aug/14/striking-los-angeles-hotel-workers-american-political-science-association
[1] https://open.substack.com/pub/timothynoah/p/the-cognitive-elite-tells-the-proletariat?utm_campaign=post&utm_medium=web
[1] https://ow.ly/8W3c50PBYGF
[1] https://twitter.com/SalgadoGabe/status/1697749950770155678

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=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://bit.ly/45Hn8Jh
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2063135&PHPSESSID=ea2pn95fik1jhauvjv6dos55e5
[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://academic.oup.com/book/46473/chapter/407783998?login=true
[1] https://tinyurl.com/2bl2nmdm
[1] https://voe-project.org/
[1] https://pece.polisci.ucla.edu/
[1] https://twitter.com/mcopelov/status/1549785759351291905?s=46&t=7vPh8b6DX37CeaMwRWTycg

Top URLs in Tweet in G5:
[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 G6:
[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
[1] https://www.cambridge.org/MakeBureaucracy

Top URLs in Tweet in G7:
[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 G8:
[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 G9:
[1] https://interpretat.blogspot.com/2023/08/we-can-change-political-science-heres.html
[1] https://go.shr.lc/45aK03v
[1] https://tinyurl.com/2dkh45my

Top URLs in Tweet in G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[61] cup.org
[55] tinyurl.com
[23] ow.ly
[20] allacademic.com
[16] bit.ly
[7] apsanet.org
[6] twitter.com
[5] npr.org
[4] zoom.us
[4] hubs.ly

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

Top Domains in Tweet in G2:
[55] 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] shorturl.at

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:
[1] oup.com
[1] tinyurl.com
[1] voe-project.org
[1] ucla.edu
[1] twitter.com

Top Domains in Tweet in G5:
[2] tinyurl.com
[1] dropbox.com

Top Domains in Tweet in G6:
[1] taylorandfrancis.com
[1] twitter.com
[1] tinyurl.com
[1] allacademic.com
[1] cambridge.org

Top Domains in Tweet in G7:
[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 G8:
[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 G9:
[1] blogspot.com
[1] shr.lc
[1] tinyurl.com

Top Domains in Tweet in G10:
[5] tinyurl.com
[1] zoom.us
[1] tandfonline.com
[1] twitter.com
[1] bitly.ws
[1] michaeljaybarber.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1413] apsa2023
[46] purduepoliticalscience
[39] apsa
[34] openaccess
[24] readup
[18] preprint
[14] covid
[12] demoinno
[10] politicalscience
[9] ecprgc23



Top Hashtags in Tweet in G1:
[143] apsa2023
[17] apsa
[3] covid
[2] politicalscience
[2] polsci
[1] aspa
[1] socalhotelstrike
[1] purduepoliticalscience
[1] openaccess
[1] preprint

Top Hashtags in Tweet in G2:
[223] apsa2023
[20] openaccess
[16] preprint
[8] asianpoliticalhistory
[7] apsa
[6] ecprgc23
[4] tlcatapsa
[3] brexit
[3] asia
[3] political

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

Top Hashtags in Tweet in G4:
[56] apsa2023
[4] epsa2023
[2] theghostwriters
[1] covid
[1] emergingtechnologies
[1] ai
[1] cyber
[1] robotics
[1] natsectech

Top Hashtags in Tweet in G5:
[53] apsa2023
[1] apsa2003

Top Hashtags in Tweet in G6:
[83] apsa2023
[5] apsaitp
[5] polcomm
[2] apsa2024
[2] apsa
[1] misinformation
[1] polcompreconference
[1] apsaonstrike
[1] apsaonfire
[1] makingbureaucracywork

Top Hashtags in Tweet in G7:
[114] apsa2023
[44] purduepoliticalscience
[1] twitterstorians

Top Hashtags in Tweet in G8:
[58] apsa2023
[1] polcomm
[1] pacss2023
[1] laborday
[1] paronacional

Top Hashtags in Tweet in G9:
[59] apsa2023
[10] covid
[3] erc
[1] la
[1] apsa23
[1] preprint
[1] politicaleconomy

Top Hashtags in Tweet in G10:
[47] apsa2023
[2] democraticbacksliding
[1] formalisation
[1] interventions
[1] europe
[1] refugees
[1] laborday
[1] ecprgc23

Top Words
Top Words in Tweet in Entire Graph:
[1413] #apsa2023
[296] panel
[215] apsatweets
[195] today
[184] center
[183] people
[182] political
[171] back
[168] around
[166] erinrpineda

Top Words in Tweet in G1:
[159] people
[158] back
[156] entrance
[156] struck
[155] telling
[155] around
[155] center
[155] browne
[154] venue
[154] erinrpineda

Top Words in Tweet in G2:
[223] #apsa2023
[102] apsatweets
[84] cup_polisci
[65] author
[62] issue
[59] join
[41] 2023
[38] lacc
[37] conference
[36] critics

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

Top Words in Tweet in G4:
[56] #apsa2023
[28] politics
[22] conference
[17] left
[16] tomorrow
[16] transformation
[15] join
[14] co
[13] siljahausermann
[13] panel

Top Words in Tweet in G5:
[53] #apsa2023
[41] paper
[40] today
[40] work
[40] democratic
[40] backsliding
[39] pippan15
[39] slides
[39] roots
[39] pp

Top Words in Tweet in G6:
[83] #apsa2023
[22] asayeed
[19] great
[16] political
[16] global
[14] lots
[14] south
[13] communication
[13] issue
[13] computational

Top Words in Tweet in G7:
[114] #apsa2023
[57] presentation
[44] #purduepoliticalscience
[43] purduelibarts
[39] purduepolsci
[36] coming
[34] soon
[26] critics
[26] author
[22] check

Top Words in Tweet in G8:
[58] #apsa2023
[10] political
[10] panel
[8] time
[7] politics
[7] research
[6] great
[6] first
[6] presenting
[6] conference

Top Words in Tweet in G9:
[59] #apsa2023
[20] tomorrow
[18] make
[17] political
[17] pm
[16] panel
[13] join
[13] virtual
[12] social
[12] folks

Top Words in Tweet in G10:
[47] #apsa2023
[13] join
[11] booth
[10] gld_gothenburg
[10] vdeminstitute
[9] lacc
[9] session
[8] come
[8] paper
[8] today

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

Top Word Pairs in Tweet in G1:
[156] back,entrance
[155] browne,center
[154] penn,telling
[154] telling,people
[154] struck,venue
[154] entrance,struck
[154] around,back
[154] people,sneak
[154] center,penn
[154] sneak,around

Top Word Pairs in Tweet in G2:
[34] meets,critics
[34] author,meets
[30] apsatweets,author
[28] critics,session
[24] cup_polisci,join
[23] political,science
[21] september,2023
[18] paper,uploaded
[18] latest,issue
[18] uploaded,apsa_preprints

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

Top Word Pairs in Tweet in G4:
[16] left,politics
[16] transformation,left
[16] politics,#apsa2023
[13] mini,conference
[12] come,join
[12] apsa,mini
[12] conference,politics
[12] co,organised
[12] countries,co
[12] tomorrow,apsa

Top Word Pairs in Tweet in G5:
[40] democratic,backsliding
[39] snapshot,paper
[39] cultural,roots
[39] today,cultural
[39] roots,democratic
[39] pp,slides
[39] #apsa2023,pp
[39] here's,#apsa2023
[39] paper,today
[39] backsliding,work

Top Word Pairs in Tweet in G6:
[14] global,south
[13] political,communication
[13] issue,computational
[13] computational,propaganda
[13] south,sure
[13] sure,lots
[13] communication,special
[13] special,issue
[13] lots,great
[13] propaganda,global

Top Word Pairs in Tweet in G7:
[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
[13] book,panel

Top Word Pairs in Tweet in G8:
[5] political,science
[3] science,association
[3] first,time
[3] american,political
[2] meeting,#apsa2023
[2] time,#apsa2023
[2] gt,conference
[2] panel,#apsa2023
[2] democratic,backsliding
[2] first,#apsa2023

Top Word Pairs in Tweet in G9:
[10] department,went
[10] #covid,make
[10] wonder,whether
[10] went,#apsa2023
[10] folks,department
[10] make,wonder
[10] #apsa2023,#covid
[10] enough,folks
[9] political,science
[9] #apsa2023,panel

Top Word Pairs in Tweet in G10:
[5] day,#apsa2023
[5] presenting,paper
[4] present,research
[4] visit,booth
[4] roundtable,democratic
[4] backsliding,anthlittle
[4] personality,traits
[4] money,politics
[4] gld,fellow
[4] contentious,roundtable

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

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 G6:
@apsatweets

Top Replied-To in G9:
@fredleept

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
@kaufmada

Top Mentioned in G2:
@apsatweets
@cup_polisci
@apsa_preprints
@poppublicsphere
@l_gamboag
@cambridgeup
@epsrjournal
@jeanjiyeonhong
@ps_polisci
@jeas_journal

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

Top Mentioned in G4:
@siljahausermann
@dianebolet
@bjoern_bremer
@uedaxecker
@mhallerberg
@neerajprsd
@markbuntaine
@_alex_horn

Top Mentioned in G5:
@pippan15
@francescafeo_1
@electionsmith
@torillstavenes
@rmuriaas
@davidfortunato
@gendersuccess
@hannahrphill
@yjuliajung
@erinrpineda

Top Mentioned in G6:
@asayeed
@leticiabode
@apsa_itp
@apsatweets
@ts_worth
@tarachandra_1
@linds_goldberg
@terrellcarver
@drlauraesq
@stewartcoles

Top Mentioned in G7:
@purduelibarts
@purduepolsci
@swatisrivast
@christinapearlw
@kansas_press
@mitushi_mukh
@maziembernard
@gidasco
@miriam_barnum
@jcrohsaine

Top Mentioned in G8:
@unitehere11

Top Mentioned in G9:
@claireadida
@aleshaporisky
@carmenjho_
@josephwongut
@carolyneholmes
@interpretivepo1
@theapcg
@alalbluwi
@ldpruett13

Top Mentioned in G10:
@vdeminstitute
@gld_gothenburg
@qogdata
@anthlittle
@princeton
@sistek
@felicrobertson
@cornell_agnes
@ruthcarlitz

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

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

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

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

Top Tweeters in G4:
@mcopelov
@didrikstrandell
@ryosukeamiya
@thatdrwillis
@laiabalcells
@womenalsoknow
@belfercenter
@ljramiro
@newlefteviews
@fraugies

Top Tweeters in G5:
@jjdebenedictis
@70sbachchan
@rcastrocornejo
@jacv1970
@paulonabike
@quiquenaveda
@mediamorphis
@kaushu
@satpathyontruth
@marcellosbranco

Top Tweeters in G6:
@juanmanfredi
@sgadarian
@asayeed
@chryllaird
@devon_cantwell
@nikkiusher
@mathiasced
@stsumej
@benepstein55
@christy_spacehw

Top Tweeters in G7:
@travisbhill5
@heathbrown
@ntinatzouvala
@seandehrlich
@johnbick1960
@koslofer
@stevepampinella
@research_purdue
@lizlebron1
@deviladvoimran

Top Tweeters in G8:
@_itzdutchess
@katypearce
@chrishanretty
@jennifernvictor
@simonjhix
@huzzahmpls
@pcpeay
@oxfordjournals
@brian_jphillips
@shallow__state

Top Tweeters in G9:
@pkanagaratnam
@datagoodies
@lhkirkland1
@ccg_nolagirl47
@christen_rexing
@addiebrook
@rachelstrohm
@naomiprof
@saisafrica
@carolyneholmes

Top Tweeters in G10:
@sandeep71121431
@luismadueo3
@princeton
@uva
@usc
@freedomhouse
@jakemgrumbach
@javierweiss
@el_poli_pueta
@rfrbrghs


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