APSA2023, Twitter, 9/3/2023 4:52:45 AM, 292359


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APSA2023 Twitter NodeXL SNA Map and Report for Sunday, 03 September 2023 at 02:16 UTC
APSA2023 Twitter NodeXL SNA Map and Report for Sunday, 03 September 2023 at 02:16 UTC
From:
marc_smith
Uploaded on:
September 03, 2023
Short Description:
APSA2023 via NodeXL https://bit.ly/3R745Uq
@apsatweets
@erinrpineda
@cup_polisci
@dimitricourant
@ts_worth
@libankerdc
@oshima9
@swatisrivast
@narrovictor
@journal_pad

Top hashtags:
#APSA2023
#PurduePoliticalScience
#OpenAccess
#APSA
#ReadUP
#preprint
#apsa2023

Description:
Description
The graph represents a network of 1,404 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 8/26/2023 7:16:48 PM and 9/2/2023 7:16:48 PM. The network was obtained from Twitter on Sunday, 03 September 2023 at 02:47 UTC.

The tweets in the network were tweeted over the 229-day, 0-hour, 41-minute period from Tuesday, 17 January 2023 at 00:56 UTC to Sunday, 03 September 2023 at 01:37 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 : 1404
Unique Edges : 2209
Edges With Duplicates : 1328
Total Edges : 3537
Number of Edge Types : 9
Retweet : 1077
Mentions : 628
MentionsInRetweet : 993
Tweet : 280
Quote : 80
Replies to : 65
MentionsInQuote : 70
MentionsInReplyTo : 331
MentionsInQuoteReply : 13
Self-Loops : 461
Reciprocated Vertex Pair Ratio : 0.0679210647085819
Reciprocated Edge Ratio : 0.127202406532015
Connected Components : 94
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 1207
Maximum Edges in a Connected Component : 3278
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.901295
Graph Density : 0.001181331010269
Modularity : 0.554425
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 1,404 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 8/26/2023 7:16:48 PM and 9/2/2023 7:16:48 PM. The network was obtained from Twitter on Sunday, 03 September 2023 at 02:47 UTC.

The tweets in the network were tweeted over the 229-day, 0-hour, 41-minute period from Tuesday, 17 January 2023 at 00:56 UTC to Sunday, 03 September 2023 at 01:37 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://forms.gle/MVg7uZV27QPNPqkS9
[8] https://cup.org/3qn8DKV
[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://cup.org/3L6WFwy
[4] https://cup.org/3P2DwwK
[4] https://cup.org/45nXs3X
[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
[2] https://onlinelibrary.wiley.com/journal/1099162x

Top URLs in Tweet in G1:
[4] https://cup.org/3P2DwwK
[4] https://cup.org/3L6WFwy
[4] https://cup.org/45nXs3X
[3] https://cup.org/3PkCRs7
[2] https://convention2.allacademic.com/one/apsa/apsa23
[2] https://ow.ly/RKLW50PahT1
[2] https://cup.org/3OiPfs2
[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/
[2] https://opiniontoday.substack.com/53748888

Top URLs in Tweet in G2:
[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://twitter.com/SalgadoGabe/status/1697749950770155678

Top URLs in Tweet in G3:
[2] https://www.npr.org/2023/08/31/1196856738/hotel-workers-strike-los-angeles-political-science-conference-labor-day
[1] https://tinyurl.com/2d8hwnyk
[1] https://alexandercoppock.com/pip_conversation_among_critics.pdf
[1] https://hubs.ly/Q02099b20
[1] https://hubs.ly/Q0209r6R0
[1] https://hubs.ly/Q0209ngm0
[1] https://www.cbsnews.com/losangeles/news/hotel-workers-walk-off-the-job-and-march-through-downtown-la-amid-annual-conference/?taid=64f271a7062cd50001fb277b&utm_campaign=true_anthem&utm_medium=twitter&utm_source=social
[1] https://www.theguardian.com/us-news/2023/aug/14/striking-los-angeles-hotel-workers-american-political-science-association
[1] http://voicesfortransequality.com
[1] https://ow.ly/8W3c50PBYGF

Top URLs in Tweet in G4:
[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?program_focus=view_session&selected_session_id=2063135&cmd=online_program_direct_link&sub_action=online_program
[1] https://tinyurl.com/29abpszd
[1] https://tinyurl.com/29nfqstg
[1] 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=ubj96dat3khq108nhr2oo5pon3
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2060105&PHPSESSID=ffv02j2nm5qirmmctaakqhgf5l
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2063061&PHPSESSID=460g7jfkj2kfhd3ca4f1es0meo
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2049698&PHPSESSID=u90g5br44o9pt7vbjh9pig14e8
[1] http://democracyworkspodcast.com/syllabus

Top URLs in Tweet in G5:
[2] https://electionstudies.org/anes-at-apsa-2023/
[1] https://www.cambridge.org/core/journals/ps-political-science-and-politics/article/reproducing-hierarchies-at-the-apsa-annual-meeting-patterns-of-panel-attendance-by-gender-race-and-ethnicity/413A09BA7CE565B50AD8B085405B6DFA

Top URLs in Tweet in G6:
[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://tinyurl.com/37k7s35w
[1] https://interpretat.blogspot.com/2023/08/we-can-change-political-science-heres.html
[1] https://tinyurl.com/2dkh45my

Top URLs in Tweet in G7:
[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://think.taylorandfrancis.com/special_issues/political-communication-computational-propaganda/?utm_source=TFO&utm_medium=cms&utm_campaign=JPG15743
[1] https://kansaspress.ku.edu/
[1] https://kansaspress.ku.edu/apsa-2023/
[1] https://convention2.allacademic.com/one/apsa/apsa23/index.php?cmd=Online+Program+View+Session&selected_session_id=2069457&PHPSESSID=q8a71hu58ssccd0rjq8be40ucj
[1] https://tinyurl.com/2vy25tbw
[1] https://kansaspress.ku.edu/9780700629961/

Top URLs in Tweet in G8:
[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
[1] https://osf.io/325tn/
[1] https://bit.ly/3sk1hc0
[1] https://bit.ly/3KOQFIH
[1] https://connect.apsanet.org/apsa2023/pre-conference-short-courses/
[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://tinyurl.com/24z8caxu
[1] https://tinyurl.com/2bptqtl5

Top URLs in Tweet in G9:
[1] https://tinyurl.com/2dopmrel
[1] https://tinyurl.com/2hpxde76
[1] https://www.v-dem.net/media/publications/wp_140.pdf
[1] https://tinyurl.com/2aes9s2n
[1] https://tinyurl.com/2xu2sbay
[1] https://www.travelinusa.us/visit-los-angeles-city-hall/
[1] https://www.tandfonline.com/doi/full/10.1080/13597566.2023.2252343?src=
[1] https://twitter.com/LachlanMcNamee/status/1615151037169676288?s=20
[1] https://michaeljaybarber.com/2023-money-in-politics-conference-program
[1] http://bitly.ws/z2FL

Top URLs in Tweet in G10:
[1] https://www.dropbox.com/scl/fi/rg3z6qzwkdb2hmemgcphq/APSA-2023-Democratic-Backsliding-AP-Norris.pptx?rlkey=l7inznsvhr4s29n31be2nlfwm&dl=0
[1] https://www.cbs.dk/en/about-cbs/jobs-cbs/vacant-positions/postdoc-in-business-and-government-copenhagen-business-school-2-years
[1] https://tinyurl.com/22b2o95t
[1] https://tinyurl.com/2aqshde6

Top Domains
Top Domains in Tweet in Entire Graph:
[72] cup.org
[52] tinyurl.com
[22] ow.ly
[19] allacademic.com
[9] forms.gle
[7] bit.ly
[6] apsanet.org
[4] npr.org
[4] hubs.li
[4] substack.com

Top Domains in Tweet in G1:
[63] cup.org
[16] ow.ly
[4] allacademic.com
[4] apsanet.org
[2] npr.org
[2] co.uk
[2] substack.com
[1] shorturl.at
[1] dlvr.it
[1] forms.gle

Top Domains in Tweet in G2:
[2] substack.com
[1] apsanet.org
[1] twitter.com

Top Domains in Tweet in G3:
[3] hubs.ly
[2] npr.org
[1] tinyurl.com
[1] alexandercoppock.com
[1] cbsnews.com
[1] theguardian.com
[1] voicesfortransequality.com
[1] ow.ly
[1] unitehere11.org
[1] cambridge.org

Top Domains in Tweet in G4:
[13] allacademic.com
[2] tinyurl.com
[1] democracyworkspodcast.com

Top Domains in Tweet in G5:
[2] electionstudies.org
[1] cambridge.org

Top Domains in Tweet in G6:
[9] cup.org
[8] tinyurl.com
[2] wiley.com
[2] shr.lc
[1] blogspot.com

Top Domains in Tweet in G7:
[3] ku.edu
[1] medium.com
[1] zoom.us
[1] taylorandfrancis.com
[1] allacademic.com
[1] tinyurl.com

Top Domains in Tweet in G8:
[2] bit.ly
[2] tinyurl.com
[1] allacademic.com
[1] youtu.be
[1] osf.io
[1] apsanet.org
[1] umsystem.edu

Top Domains in Tweet in G9:
[4] tinyurl.com
[2] zoom.us
[1] v-dem.net
[1] travelinusa.us
[1] tandfonline.com
[1] twitter.com
[1] michaeljaybarber.com
[1] bitly.ws

Top Domains in Tweet in G10:
[2] tinyurl.com
[1] dropbox.com
[1] cbs.dk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1287] APSA2023
[43] PurduePoliticalScience
[38] OpenAccess
[32] APSA
[21] ReadUP
[20] preprint
[17] apsa2023
[14] AsianPoliticalHistory
[12] DemoInno
[10] democraticbacksliding



Top Hashtags in Tweet in G1:
[252] APSA2023
[22] OpenAccess
[19] preprint
[13] AsianPoliticalHistory
[5] ecprgc23
[4] TLCatAPSA
[3] JEPS10
[3] Brexit
[3] Asia
[3] LA

Top Hashtags in Tweet in G2:
[58] APSA2023
[1] apsa2023
[1] LA
[1] APSA

Top Hashtags in Tweet in G3:
[156] APSA2023
[16] APSA
[3] PoliticalScience
[2] PolSci
[1] ASPA
[1] APSA2024
[1] ND
[1] Duke
[1] SoCalHotelStrike
[1] MakingBureaucracyWork

Top Hashtags in Tweet in G4:
[49] APSA2023
[12] DemoInno
[10] APSA
[2] DemoPart
[2] democracy
[2] Digital
[2] APSA23
[1] Austria
[1] Switzerland
[1] DemocraticParty

Top Hashtags in Tweet in G5:
[81] APSA2023
[5] ISRNextGeneration
[4] TakeoverCPS
[3] CPSatAPSA
[3] ISRatAPSA
[3] ICPSR
[2] DataPeople
[2] ICPSRconference
[2] LoveData

Top Hashtags in Tweet in G6:
[61] APSA2023
[16] OpenAccess
[4] IPPA
[3] ERC
[2] APSA
[2] apsa23
[2] IWPP4
[1] politicalscience
[1] Methods
[1] APSA23

Top Hashtags in Tweet in G7:
[77] APSA2023
[6] polcomm
[4] APSAITP
[1] apsa2023
[1] PurduePoliticalScience
[1] Apsa2023
[1] AcademicTwitter
[1] AcademicChatter
[1] polcompreconference
[1] twitterstorians

Top Hashtags in Tweet in G8:
[52] APSA2023
[1] polcomm
[1] PaCSS2023
[1] APSA
[1] ParoNacional
[1] apsa2023

Top Hashtags in Tweet in G9:
[50] APSA2023
[7] democraticbacksliding
[2] DemocraticBacksliding
[2] apsa2023
[1] democracy
[1] autocratization
[1] wp140
[1] formalisation
[1] interventions
[1] Europe

Top Hashtags in Tweet in G10:
[40] APSA2023
[1] EmergingTechnologies
[1] AI
[1] Cyber
[1] Robotics
[1] NatSecTech
[1] APSA2003

Top Words
Top Words in Tweet in Entire Graph:
[1305] #apsa2023
[252] panel
[209] apsatweets
[179] political
[172] people
[172] center
[163] today
[156] back
[156] conference
[156] join

Top Words in Tweet in G1:
[254] #apsa2023
[113] apsatweets
[85] cup_polisci
[72] join
[72] issue
[63] author
[49] conference
[40] 2023
[40] political
[39] politics

Top Words in Tweet in G2:
[139] people
[139] center
[139] back
[139] entrance
[139] browne
[139] struck
[138] telling
[138] penn
[138] around
[138] sneak

Top Words in Tweet in G3:
[156] #apsa2023
[46] virtual
[44] strike
[38] workers
[35] panel
[32] attending
[31] support
[29] hotel
[28] unitehere11
[27] conference

Top Words in Tweet in G4:
[60] apsa_deminno
[53] apsatweets
[49] #apsa2023
[42] dimitricourant
[39] stanford
[35] panel
[31] harvardash
[29] kennedy_school
[28] harvard
[26] demoinno

Top Words in Tweet in G5:
[81] #apsa2023
[30] abt
[16] see
[15] receive
[15] workshops
[15] news
[15] invite
[15] jennpiscopo
[15] monkeycageblog
[15] site

Top Words in Tweet in G6:
[61] #apsa2023
[22] internatltheory
[20] political
[16] #openaccess
[16] articles
[12] fantastic
[12] panel
[12] miss
[12] ipsa
[11] more

Top Words in Tweet in G7:
[79] #apsa2023
[19] great
[16] asayeed
[15] political
[15] global
[14] one
[14] lots
[13] special
[13] communication
[13] issue

Top Words in Tweet in G8:
[53] #apsa2023
[10] panel
[9] political
[8] time
[7] presenting
[6] politics
[6] paper
[6] science
[6] first
[5] research

Top Words in Tweet in G9:
[52] #apsa2023
[13] today
[13] join
[11] gld_gothenburg
[11] discussion
[10] panel
[10] vdeminstitute
[9] #democraticbacksliding
[9] research
[9] link

Top Words in Tweet in G10:
[40] #apsa2023
[22] paper
[22] work
[21] backsliding
[21] democratic
[21] today
[20] pippan15
[20] here's
[20] cultural
[20] roots

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

Top Word Pairs in Tweet in G1:
[33] author,meets
[33] meets,critics
[29] apsatweets,author
[28] latest,issue
[28] working,paper
[27] critics,session
[27] apsatweets,#apsa2023
[26] uploaded,apsa_preprints
[25] mini,conference
[25] political,science

Top Word Pairs in Tweet in G2:
[139] back,entrance
[139] browne,center
[138] center,penn
[138] around,back
[138] entrance,struck
[138] struck,venue
[138] sneak,around
[138] penn,telling
[138] fyi,browne
[138] telling,people

Top Word Pairs in Tweet in G3:
[29] hotel,workers
[21] meets,critics
[21] author,meets
[20] attending,#apsa2023
[19] parallel,slated
[19] panel,#apsa2023
[19] strike,canceled
[19] slated,author
[19] critics,panel
[19] persuasion,parallel

Top Word Pairs in Tweet in G4:
[28] kennedy_school,harvardash
[28] harvard,kennedy_school
[28] dimitricourant,apsa_deminno
[24] stanford,cddstanford
[22] apsa_deminno,harvard
[22] cddstanford,apsatweets
[22] psademocracy,demoinno
[22] harvardash,stanford
[22] demoinno,demsoc
[22] apsatweets,psademocracy

Top Word Pairs in Tweet in G5:
[15] news,abt
[15] #apsa2023,workshops
[15] prob,invite
[15] see,abt
[15] abt,monkeycageblog
[15] workshops,happening
[15] site,prob
[15] happening,site
[15] receive,news
[15] invite,receive

Top Word Pairs in Tweet in G6:
[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 G7:
[13] computational,propaganda
[13] lots,great
[13] issue,computational
[13] propaganda,global
[13] sure,lots
[13] south,sure
[13] political,communication
[13] special,issue
[13] communication,special
[13] global,south

Top Word Pairs in Tweet in G8:
[6] political,science
[4] science,association
[4] first,time
[4] american,political
[3] looking,forward
[2] annual,meeting
[2] first,#apsa2023
[2] ll,presenting
[2] time,#apsa2023
[2] meeting,#apsa2023

Top Word Pairs in Tweet in G9:
[7] discussion,#democraticbacksliding
[7] forward,continuing
[7] look,forward
[7] #apsa2023,sign
[7] continuing,discussion
[7] #apsa2023,miss
[7] gld,fellow
[7] #democraticbacksliding,#apsa2023
[7] link,below
[7] sign,link

Top Word Pairs in Tweet in G10:
[21] democratic,backsliding
[20] pp,slides
[20] today,cultural
[20] cultural,roots
[20] roots,democratic
[20] snapshot,paper
[20] paper,today
[20] backsliding,work
[20] here's,#apsa2023
[20] slides,snapshot

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@apsatweets
@penn
@erinrpineda
@cup_polisci
@apsa_deminno
@dimitricourant
@purduelibarts
@stanford
@purduepolsci
@apsa_preprints

Top Mentioned in G1:
@apsatweets
@cup_polisci
@apsa_preprints
@jeanjiyeonhong
@xiaobolu1
@hanfeitzu
@l_gamboag
@poppublicsphere
@cambridgeup
@jeas_journal

Top Mentioned in G2:
@penn
@erinrpineda
@carolyneholmes
@aleshaporisky
@carmenjho_
@josephwongut
@tarachandra_1
@linds_goldberg
@terrellcarver
@drlauraesq

Top Mentioned in G3:
@unitehere11
@libankerdc
@sidneyrothstein
@unitehere
@aecoppock
@princetonupress
@mitpress
@kaimthaler
@erinrpineda
@penn

Top Mentioned in G4:
@apsatweets
@apsa_deminno
@dimitricourant
@stanford
@harvardash
@kennedy_school
@harvard
@demoinno
@kimgron
@demsoc

Top Mentioned in G5:
@jennpiscopo
@monkeycageblog
@umisrcps
@icpsrsummer
@joshuathorp
@umisr
@rebeccawai_
@umichpolisci
@icpsr
@apsatweets

Top Mentioned in G6:
@internatltheory
@journal_pad
@interpretivepo1
@claireadida
@_ippa_
@costinmciobanu
@ipsa_aisp
@ian_c_elliott
@ishanaratan
@apsa_preprints

Top Mentioned in G7:
@asayeed
@leticiabode
@kansas_press
@apsa_itp
@3streamsblog
@chryllaird
@dukepolisci
@nataliaumansky
@emilyvanduyn
@heathbrown

Top Mentioned in G9:
@gld_gothenburg
@vdeminstitute
@qogdata
@vvandenboogaard
@apsatweets
@princeton
@melanicammett
@maleskyedmund
@cmparreira
@annemeng_

Top Mentioned in G10:
@pippan15
@davidfortunato
@francescafeo_1
@electionsmith
@womenalsoknow
@torillstavenes
@rmuriaas
@fhollenbach
@lgbtscholars
@w_inls

Top Tweeters
Top Tweeters in Entire Graph:
@marthalynneowe1
@russelltim151
@jjdebenedictis
@maripuerta
@sbb388
@pkanagaratnam
@raulpacheco
@renissance_1
@hilarieashton
@twodogsing

Top Tweeters in G1:
@russelltim151
@maripuerta
@shonatiger
@profjontaylor
@travisbhill5
@pierregrosser
@james_2904
@pollreport
@sultaan_1
@lborouniversity

Top Tweeters in G2:
@marthalynneowe1
@sbb388
@pkanagaratnam
@twodogsing
@harriekd
@snyde043
@clancynewyork
@llarisah
@dorothyk98
@makarov__

Top Tweeters in G3:
@renissance_1
@hilarieashton
@juliesbooks
@tahfromslc
@kcalnews
@david_darmofal
@drjlhazelton
@dem8z
@cathi_bea
@owenrbroadhurst

Top Tweeters in G4:
@aerlingus
@digitaltrends
@rrichard09
@opendemocracy
@demsoc
@iubloomington
@coloradostateu
@harvard
@dfarrell_ucd
@ttya70

Top Tweeters in G5:
@raulpacheco
@danagavin1895
@sumitapahwa
@lsimonetta
@sibeloktay
@terrigivens
@monkeycageblog
@dr_atchison
@umisr
@daveamp

Top Tweeters in G6:
@victor_asal
@alixabeth
@marioiaguilar
@flaviorocha1
@bibliofilosofia
@aldomaher
@forogpp
@claireadida
@i_solorio
@nomoiinstitute

Top Tweeters in G7:
@juanmanfredi
@sgadarian
@robinlturnerphd
@asayeed
@chryllaird
@heathbrown
@nikkiusher
@sarabentivegna
@mathiasced
@stsumej

Top Tweeters in G8:
@_itzdutchess
@katypearce
@chrishanretty
@blairwilliams26
@jennifernvictor
@simonjhix
@huzzahmpls
@pcpeay
@oxfordjournals
@brian_jphillips

Top Tweeters in G9:
@luismadueo3
@jwpaller
@princeton
@uva
@usc
@jakemgrumbach
@silverdawn74
@rfrbrghs
@la_profe_moreno
@allybentonphd

Top Tweeters in G10:
@jjdebenedictis
@commish24
@rcastrocornejo
@jacv1970
@paulonabike
@quiquenaveda
@mediamorphis
@marcellosbranco
@womenalsoknow
@belfercenter


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