APSA, Twitter, 3/18/2023 8:03:14 PM, 291520


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APSA_2023-03-18_12-48-01.xlsx
APSA_2023-03-18_12-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2023
Short Description:
APSA via NodeXL https://bit.ly/3JpQfXz
@apsatweets
@niangbaaalo
@cup_polisci
@apsa_edusection
@couragedzvukam1
@selina_merina
@ipss_addis
@tmendelberg
@_africanunion
@drjlhazelton

Top hashtags:
#apsatlc
#preprint
#apsa
#ukraine
#apsa2023
#tlc2023
#ai
#acf
#pediatric

Description:
Description
The graph represents a network of 5,281 Twitter users whose recent tweets contained "APSA", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 19:53 UTC.

The tweets in the network were tweeted over the 3259-day, 9-hour, 1-minute period from Monday, 14 April 2014 at 13:45 UTC to Friday, 17 March 2023 at 22:47 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 : 5281
Unique Edges : 3778
Edges With Duplicates : 10242
Total Edges : 14020
Number of Edge Types : 9
Tweet : 1184
MentionsInReplyTo : 3442
Replies to : 1991
Retweet : 2294
MentionsInRetweet : 3448
Mentions : 1266
Quote : 195
MentionsInQuote : 185
MentionsInQuoteReply : 15
Self-Loops : 1563
Reciprocated Vertex Pair Ratio : 0.0931068278340412
Reciprocated Edge Ratio : 0.170352659892409
Connected Components : 1111
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 1618
Maximum Edges in a Connected Component : 5489
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.086569
Graph Density : 0.00023999701617577
Modularity : 0.44728
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,281 Twitter users whose recent tweets contained "APSA", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 19:53 UTC.

The tweets in the network were tweeted over the 3259-day, 9-hour, 1-minute period from Monday, 14 April 2014 at 13:45 UTC to Friday, 17 March 2023 at 22:47 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 : TwitterSearch2
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:
[25] https://politicalsciencenow.com/apply-for-the-apsa-womens-research-virtual-mentoring-workshop-deadline-february-12/
[20] https://twitter.com/BU_MDPhD/status/1632123994332602368/photo/1
[19] https://apsa.org/content/2012-position-statement-attempts-change-sexual-orientation-gender-identity-or-gender
[13] https://preprints.apsanet.org/engage/apsa/article-details/6201c6e2cbb4f49a2db95354
[11] https://princetonsurvey.az1.qualtrics.com/jfe/form/SV_54hHQa6Ap79GsxE
[11] https://twinybots.ch/
[10] https://princetonsurvey.az1.qualtrics.com/jfe/form/SV_4JylzVnXG0kd9pI
[9] https://www.apsanet.org/PROGRAMS/APSA-Awards/APSA-Distinguished-Award-for-Civic-and-Community-Engagement
[8] https://the-asci.org/awards/ypsa
[8] https://politicalsciencenow.com/call-for-applications-apsa-diversity-fellowship-program-1st-and-2nd-year-phd-students/

Top URLs in Tweet in G1:
[14] https://politicalsciencenow.com/apply-for-the-apsa-womens-research-virtual-mentoring-workshop-deadline-february-12/
[12] https://preprints.apsanet.org/engage/apsa/article-details/6201c6e2cbb4f49a2db95354
[8] https://www.apsanet.org/PROGRAMS/APSA-Awards/APSA-Distinguished-Award-for-Civic-and-Community-Engagement
[7] https://politicalsciencenow.com/call-for-applications-apsa-diversity-fellowship-program-1st-and-2nd-year-phd-students/
[6] https://apsa.secure-platform.com/a/organizations/main/home
[5] https://princetonsurvey.az1.qualtrics.com/jfe/form/SV_54hHQa6Ap79GsxE
[5] https://politicalsciencenow.com/apsa-invites-faculty-proposals-to-lead-dissertation-workshops/
[5] https://politicalsciencenow.com/apsa-statement-on-floridas-hb999/
[5] https://www.psa.ac.uk/psa/news/enter-inaugural-psa/apsa-international-partnerships-award-today
[4] https://preprints.apsanet.org/engage/apsa/article-details/640bba20e53eff1af3ee1993?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Mar23

Top URLs in Tweet in G2:
[11] https://twinybots.ch/
[11] https://politicalsciencenow.com/apply-for-the-apsa-womens-research-virtual-mentoring-workshop-deadline-february-12/
[6] https://rjempregos.net/category/noticias/
[4] https://andaluciainformacion.es/andalucia/1196181/carta-al-rey-apsa-pide-a-la-casa-real-que-se-retire-el-premio-reino-de-espana-a-cosentino/
[4] https://twitter.com/shinsa_ride/status/1617908228016439296/photo/1
[4] https://twitter.com/templevedic/status/1631686770101190656/photo/1
[4] https://twitter.com/Harvestbots/status/1636632150089793536/photo/1
[4] https://twitter.com/rthpankow/status/1628746797274341378/photo/1
[4] https://twitter.com/_ixirnad/status/1634513258005794816/photo/1
[4] https://twitter.com/nsspo2gcchyd/status/1623323716502585345/photo/1

Top URLs in Tweet in G3:
[20] https://twitter.com/BU_MDPhD/status/1632123994332602368/photo/1
[8] https://the-asci.org/awards/ypsa
[6] https://www.physicianscientists.org/events/register.aspx?id=1729029
[4] https://twitter.com/BU_MDPhD/status/1632036311765753857/photo/1
[4] https://twitter.com/Mizzou_MDPhD/status/1627021707998273539/photo/1
[4] https://www.jointmeeting.org/2023jointmeeting/Reginfo
[3] https://twitter.com/fereshtehbd/status/1626708167768899586/photo/1
[3] https://twitter.com/garginotgarjee/status/1632516204718874625/photo/1
[3] https://twitter.com/RichardMaMD/status/1626100482216271872/photo/1
[2] https://www.midwest.physicianscientists.org/

Top URLs in Tweet in G4:
[4] https://twitter.com/SOHS_APSA/status/1621559431745122304/photo/1
[4] https://twitter.com/sonorawrestling/status/1618687707471032320/photo/1
[3] https://twitter.com/sonorawrestling/status/1618779754920054785/photo/1
[2] https://twitter.com/SOHS_APSA/status/1629334904688488449/photo/1
[2] https://twitter.com/sonorawrestling/status/1623958354984042496/photo/1
[2] https://twitter.com/sonorawrestling/status/1626483796144160770/photo/1
[2] https://twitter.com/sonorawrestling/status/1624735250973872130/photo/1
[2] https://twitter.com/sonorawrestling/status/1621519585840345092/photo/1
[2] https://www.ocregister.com/2023/02/03/sage-hill-girls-basketball-handles-portola-to-capture-pacific-coast-league-title/
[1] https://twitter.com/i/web/status/1619461444638224384

Top URLs in Tweet in G5:
[2] https://twitter.com/GabMagni/status/1613210992506462211
[2] https://www.apsanet.org/PROGRAMS/APSA-Awards/Edward-S-Corwin-Award
[1] https://twitter.com/APSA_APE/status/1612514889716895744/photo/1
[1] https://connect.apsanet.org/womensresearchworkshop/
[1] https://www.americanpoliticaleconomy.org/partners
[1] https://worldprojects.columbia.edu/our-work/columbia-center-political-economy#paragraph-id-1632
[1] https://www.americanpoliticaleconomy.org/pages/were-hiring
[1] https://www.americanpoliticaleconomy.org/events/summer-academy
[1] https://apsanet.org/section54
[1] https://americanpoliticalscienceassociation.azurewebsites.net/api/sso/start

Top URLs in Tweet in G6:
[2] https://twitter.com/ImranKhanPTI/status/1631237362104532994/photo/1
[2] https://twitter.com/MaryamNSharif/status/1635264021191335939/photo/1
[1] https://twitter.com/ImranKhanPTI/status/1635620779420274689
[1] https://twitter.com/ImranKhanPTI/status/1635618764589879297/video/1
[1] https://twitter.com/ImranKhanPTI/status/1633547943134261248/video/1
[1] https://twitter.com/ImranKhanPTI/status/1634203621288992769/photo/1
[1] https://twitter.com/ImranKhanPTI/status/1635620779420274689/video/1
[1] https://twitter.com/ImranKhanPTI/status/1635509896551563264/video/1
[1] https://twitter.com/AzazSyed/status/1635688564997468186/video/1
[1] https://twitter.com/GulBukhari/status/1631886476903415808/video/1

Top URLs in Tweet in G7:
[2] https://www.researchgate.net/publication/364319745_The_Russia-Ukraine_War_and_the_Maidan_in_Ukraine
[2] https://www.researchgate.net/publication/266855828_The_Snipers'_Massacre_on_the_Maidan_in_Ukraine
[1] https://preprints.apsanet.org/engage/apsa/article-details/63477c201f323d8be3581c4e
[1] https://twitter.com/I_Katchanovski/status/1588917795240448002?s=20&t=vc0vMH1TlePTYIlBg5Izqg
[1] https://twitter.com/I_Katchanovski/status/1611196287122116609?s=20
[1] https://apsa2022-apsa.ipostersessions.com/default.aspx?s=71-FE-40-76-49-FB-9B-C1-D5-E3-80-17-79-5A-E6-E1
[1] https://twitter.com/silviamorenon/status/1628448158207340546
[1] https://www.elmundo.es/economia/2023/02/21/63f52a2ffdddff96878b45a1.html

Top URLs in Tweet in G8:
[2] https://theloop.ecpr.eu/democracy-as-dissent-lessons-from-outside-the-west/
[1] https://twitter.com/KimGron/status/1633892673831485443/photo/1
[1] https://twitter.com/InnovativeFSP/status/1628410469340913664
[1] https://citizens-in-foreign-policy.com/
[1] https://twitter.com/JeanPaulRGagnon/status/1632407975741595651/photo/1
[1] https://twitter.com/JeanPaulRGagnon/status/1632027665765920770/photo/1
[1] https://www.jstor.org/stable/48564515
[1] https://journals.sagepub.com/doi/full/10.1177/00323217211043433

Top URLs in Tweet in G9:
[3] https://twitter.com/TubuannL/status/1632888428823199745/photo/1
[2] https://twitter.com/gemmadipoppa/status/1633453261721157635
[2] https://twitter.com/bhumipurohit/status/1636660243160612864
[1] https://twitter.com/bethiamswellman/status/1625879164191444994/photo/1
[1] https://twitter.com/dhdannychoi/status/1621196329987735559
[1] https://docs.google.com/forms/d/e/1FAIpQLSf-6601B4QmE3NQl74bFxXuQgoD1d-yv-dSSjRl8hTJ9pR12w/viewform?usp=sharing
[1] https://twitter.com/mariacarreri/status/1634258652738781185/photo/1
[1] https://twitter.com/stephrschwartz/status/1625890248440913922/photo/1
[1] https://www.jobs.ac.uk/job/CWZ177/assistant-professor-in-comparative-politics-with-a-specialism-in-policy-public-administration
[1] https://www.apsanet.org/PROGRAMS/APSA-Awards/APSA-Distinguished-Award-for-Civic-and-Community-Engagement

Top URLs in Tweet in G10:
[2] https://twitter.com/apsa_songongo/status/832626298950348800/video/1
[1] https://twitter.com/Ndumlso/status/1633726270394515457
[1] https://twitter.com/portiagumedesa/status/1628479386096660482
[1] https://twitter.com/apsa_songongo/status/1432092056671985666/photo/1
[1] https://twitter.com/Kamogelo_MN/status/1628059155901677571
[1] https://twitter.com/mswendyt/status/1634529981115031552/photo/1
[1] https://twitter.com/Ladie_Talk/status/1636701287961042945/photo/1
[1] https://twitter.com/LeeBellaRossa/status/1624895982163853326/photo/1
[1] https://twitter.com/LeeBellaRossa/status/1624895943702085634/photo/1
[1] https://twitter.com/akaworldwide/status/1627205627037552641?t=ZQh8bfF4KOTJCI4DEUXEfg&s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[1413] twitter.com
[193] apsanet.org
[72] doi.org
[64] politicalsciencenow.com
[46] apsa.org
[30] youtube.com
[22] qualtrics.com
[21] google.com
[21] wiley.com
[12] rjempregos.net

Top Domains in Tweet in G1:
[223] twitter.com
[163] apsanet.org
[72] doi.org
[50] politicalsciencenow.com
[11] ow.ly
[10] google.com
[9] qualtrics.com
[6] secure-platform.com
[5] ac.uk
[4] wufoo.com

Top Domains in Tweet in G2:
[135] twitter.com
[12] rjempregos.net
[11] twinybots.ch
[11] politicalsciencenow.com
[9] youtube.com
[6] qualtrics.com
[5] apsa.in
[4] andaluciainformacion.es
[4] apsanet.org
[4] linkedin.com

Top Domains in Tweet in G3:
[63] twitter.com
[10] physicianscientists.org
[8] the-asci.org
[5] jointmeeting.org
[2] forms.gle
[1] tinyurl.com
[1] google.com
[1] eventbrite.com

Top Domains in Tweet in G4:
[71] twitter.com
[5] ocregister.com
[2] substack.com
[1] instagram.com
[1] whittierdailynews.com
[1] youtube.com
[1] latimes.com
[1] sgvtribune.com
[1] cpa-streamhd.com
[1] linktr.ee

Top Domains in Tweet in G5:
[9] twitter.com
[7] apsanet.org
[3] americanpoliticaleconomy.org
[1] columbia.edu
[1] azurewebsites.net
[1] google.com
[1] elizabethmitchellelder.com
[1] h-net.org
[1] politicalsciencenow.com

Top Domains in Tweet in G6:
[42] twitter.com
[1] com.pk
[1] krn.pl

Top Domains in Tweet in G7:
[4] researchgate.net
[3] twitter.com
[1] apsanet.org
[1] ipostersessions.com
[1] elmundo.es

Top Domains in Tweet in G8:
[4] twitter.com
[2] ecpr.eu
[1] citizens-in-foreign-policy.com
[1] jstor.org
[1] sagepub.com

Top Domains in Tweet in G9:
[15] twitter.com
[3] google.com
[2] qualtrics.com
[1] ac.uk
[1] apsanet.org

Top Domains in Tweet in G10:
[16] twitter.com
[1] bolt.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[127] apsatlc
[90] preprint
[76] apsa
[41] ukraine
[28] apsa2023
[22] tlc2023
[21] ai
[16] acf
[15] pediatric
[15] surgical



Top Hashtags in Tweet in G1:
[126] apsatlc
[90] preprint
[22] tlc2023
[15] apsa
[10] polisci
[10] callforapplications
[8] dfp
[8] apsa2023
[5] teaching
[5] politicalscience

Top Hashtags in Tweet in G2:
[21] apsa
[11] mentoring
[7] authentication
[7] solutionproviders
[7] anticounterfeit
[7] fake
[7] brandprotection
[3] apsa2023
[3] carneasada
[3] parrillada

Top Hashtags in Tweet in G3:
[6] doubledocs
[6] apsa
[5] regionalmeeting
[4] physicianscientists
[3] networking
[2] apsamidwestregionalmeeting
[2] physicians
[2] physicianscientist
[2] 2023jointmeeting
[1] jointmeeting23

Top Hashtags in Tweet in G4:
[12] roadtostate
[10] rissdawg
[9] basketball
[5] historymakers
[5] trending
[4] trendingnow
[2] xfl
[2] cif
[1] beholdblueandgold
[1] raiderathletics

Top Hashtags in Tweet in G5:
[3] democraticbacksliding
[3] humanrights
[3] ruleoflaw
[3] environment
[2] apsaontwitter
[1] academictwitter
[1] poliscitwitter
[1] academicchatter
[1] apsa2023
[1] sustainability

Top Hashtags in Tweet in G6:
[1] راولپنڈی_میں_امید_سحر

Top Hashtags in Tweet in G7:
[40] ukraine
[2] ukrainerussiawar

Top Hashtags in Tweet in G8:
[2] democracy
[2] politics
[1] apsa2023
[1] deliberation
[1] demoinno
[1] demopart
[1] political
[1] science
[1] resist

Top Hashtags in Tweet in G9:
[1] apsa2023
[1] womenalsowinawards
[1] poliscibakes
[1] womenshistorymonth
[1] apsr

Top Hashtags in Tweet in G10:
[2] isidingo
[1] longlivesupamega

Top Words
Top Words in Tweet in Entire Graph:
[2932] apsa
[658] 2023
[453] paper
[398] political
[369] research
[330] award
[315] scholars
[304] conference
[298] best
[297] apsatweets

Top Words in Tweet in G1:
[627] apsa
[377] 2023
[276] paper
[264] apsatweets
[251] political
[210] award
[175] scholars
[170] conference
[167] apsa_preprints
[164] women

Top Words in Tweet in G2:
[308] apsa
[26] hai
[22] र
[21] #apsa
[20] ma
[18] apply
[17] क
[17] february
[17] workshop
[16] apka

Top Words in Tweet in G3:
[106] apsa
[87] a_p_s_a
[58] meeting
[45] research
[42] phd
[37] 2023
[34] md
[31] register
[30] future
[29] regional

Top Words in Tweet in G4:
[180] sonoragbb
[147] sohs_apsa
[98] league
[90] sohs
[81] fjuhsd
[80] sonoraraiders
[77] freeway
[70] sonora
[65] girls
[64] james_escarcega

Top Words in Tweet in G5:
[107] apsa
[45] best
[41] award
[40] politics
[33] section
[32] political
[32] apsa_ape
[31] sexuality
[29] dissertation
[26] nominations

Top Words in Tweet in G6:
[85] apsa
[48] کے
[39] ہے
[39] کی
[37] ka
[32] please
[28] ap
[27] میں
[25] اور
[25] سے

Top Words in Tweet in G7:
[121] i_katchanovski
[54] israeli
[54] prime
[54] apsa
[51] study
[51] ukrainian
[48] british
[48] revealed
[48] close
[48] corroborates

Top Words in Tweet in G8:
[14] apsa_deminno
[10] rikki_dean
[9] psademocracy
[7] policy
[7] very
[7] foreign
[7] interesting
[6] project
[6] silence
[6] dissentientone

Top Words in Tweet in G9:
[78] apsa
[53] paper
[36] best
[35] presented
[31] student
[28] migcitizenapsa
[28] 2022
[25] grad
[25] graduate
[24] citizenship

Top Words in Tweet in G10:
[153] apsa_songongo
[12] leebellarossa
[8] qoboqobo4
[7] please
[6] bro
[6] yena
[6] lol
[6] fabacademic
[6] whyufikelate
[6] melzos_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[115] mentoring,workshop
[114] political,science
[108] virtual,mentoring
[107] uploaded,apsa_preprints
[101] 2023,apsa
[101] apsa,women
[94] #apsatlc,2023
[93] early,career
[92] applications,2023
[92] paper,uploaded

Top Word Pairs in Tweet in G1:
[107] uploaded,apsa_preprints
[94] #apsatlc,2023
[92] paper,uploaded
[85] 2023,paper
[84] political,science
[84] mentoring,workshop
[82] apsa,women
[79] virtual,mentoring
[78] 2023,apsa
[73] women,non

Top Word Pairs in Tweet in G2:
[15] mentoring,workshop
[14] virtual,mentoring
[14] february,12
[12] apsa,women's
[12] women's,research
[12] deadline,february
[11] apply,apsa
[11] research,virtual
[11] workshop,deadline
[11] 12,#mentoring

Top Word Pairs in Tweet in G3:
[28] md,phd
[25] regional,meeting
[25] asci,apsa
[25] aap,asci
[22] apsa,joint
[22] joint,meeting
[17] apsa,midwest
[16] apsa,leadership
[16] physician,scientists
[16] the_asci,young

Top Word Pairs in Tweet in G4:
[77] freeway,league
[46] sohs,girls
[43] sohs_apsa,sohs
[39] sohs_apsa,sonoraraiders
[29] team,freeway
[29] sohs,boys
[27] james_escarcega,ocvarsityguy
[24] larissa,robles
[24] win,over
[23] sonoragbb,congratulations

Top Word Pairs in Tweet in G5:
[31] sexuality,politics
[23] politics,section
[22] political,economy
[18] apsa,sexuality
[16] weber,best
[16] best,conference
[16] cynthia,weber
[15] award,apsa
[14] deadline,apsa
[13] center,political

Top Word Pairs in Tweet in G6:
[29] please,please
[8] عمران,خان
[6] ہے,کہ
[4] کے,خلاف
[4] allah,apsa
[4] hai,apsa
[4] hum,apsa
[4] اسلام,آباد
[4] ma,apsa
[4] apsa,bara

Top Word Pairs in Tweet in G7:
[48] corroborates,apsa
[48] revealed,british
[48] british,prime
[48] ex,israeli
[48] zelenskyy,revealed
[48] israeli,pm
[48] close,zelenskyy
[48] study,ukrainian
[48] apsa,study
[48] officials,close

Top Word Pairs in Tweet in G8:
[9] psademocracy,apsa_deminno
[7] foreign,policy
[5] neglected,area
[5] very,timely
[5] rikki_dean,psademocracy
[5] participation,foreign
[5] apsa_deminno,hanna_pfeifer
[5] interesting,project
[5] citizen,participation
[5] area,citizen

Top Word Pairs in Tweet in G9:
[26] 2022,apsa
[25] grad,student
[24] migration,citizenship
[22] best,graduate
[21] migcitizenapsa,best
[21] apsa,migcitizenapsa
[21] presented,paper
[21] citizenship,2022
[21] student,presented
[21] paper,migration

Top Word Pairs in Tweet in G10:
[5] apsa_songongo,fabacademic
[4] qoboqobo4,apsa_songongo
[3] apsa_songongo,yes
[3] gt,gt
[3] apsa_songongo,whyufikelate
[3] apsa_songongo,bro
[3] smathelele,whyufikelate
[2] enemali,okanye
[2] apsa_songongo,melzos_
[2] taken,those

Top Replied-To
Top Replied-To in Entire Graph:
@apsa_songongo
@shurik_apsa
@hafro17
@summernerdstar
@dsash_
@leebellarossa
@hinaparvezbutt
@sonoragbb
@zfurnas
@iamsrk

Top Replied-To in G1:
@zfurnas
@iganson
@decustecu
@katypearce
@melissabaker712
@annameierps
@devon_cantwell
@shamiragelbman
@danielcasey_cbr
@apsatweets

Top Replied-To in G3:
@jennkwanmdphd

Top Replied-To in G4:
@sonoragbb
@sonorawrestling
@sohs_apsa
@latsondheimer
@sonoraraiders
@james_escarcega
@cifss
@amiahrose04
@sgvnscores
@ocvarsityguy

Top Replied-To in G5:
@_kvelasco
@apsa_ape
@sbmitche
@fgenovese__
@natemjensen
@larspeter
@audreycomstock7
@ishanaratan
@bd_highsmith
@kharisborloff

Top Replied-To in G6:
@maryamnsharif
@imrankhanpti
@dgviews
@imranriazkhan
@hamidmirpak
@mishaqdar50
@officialdgispr
@ict_police
@soldierspeaks

Top Replied-To in G8:
@dissentientone
@thorsten_sterk
@rikki_dean
@jeanpaulrgagnon
@dcornell26
@lockhartm

Top Replied-To in G9:
@ryancbriggs
@ncobpstweets
@gemmadipoppa
@durham_cipb
@regina_bateson
@ryan_brutger

Top Replied-To in G10:
@apsa_songongo
@leebellarossa
@qoboqobo4
@phila_ot
@melzos_
@carwootah
@mswendyt
@inkcubeko_kantu
@tina_hokwana

Top Mentioned
Top Mentioned in Entire Graph:
@apsatweets
@apsa_preprints
@sohs_apsa
@i_katchanovski
@sonoragbb
@rpr_journal
@fjuhsd
@sonoraraiders
@a_p_s_a
@niangbaaalo

Top Mentioned in G1:
@apsatweets
@apsa_preprints
@cup_polisci
@tmendelberg
@step_apsa
@apsa_edusection
@dov_levin
@s_soroka
@a_n_rutherford
@angelaxocampo

Top Mentioned in G2:
@jacopomariaber1

Top Mentioned in G3:
@a_p_s_a
@jointmeeting
@the_asci
@mizzou_mdphd
@davearnoldlab
@braunmdphd
@elizabetscrouch
@bu_mdphd
@yalecancer
@uwmstp

Top Mentioned in G4:
@sohs_apsa
@sonoragbb
@fjuhsd
@sonoraraiders
@james_escarcega
@ocvarsityguy
@sohsathletics
@larissarobles32
@sonorawrestling
@scholseries

Top Mentioned in G5:
@apsa_ape
@apsatweets
@brianfharrison
@gabmagni
@profkammerer
@theclboyd
@rebecca_a_reid
@drtoddacurry
@claireadida
@leahstokes

Top Mentioned in G6:
@maryamnsharif
@ict_police
@imdad_soomro
@soldierspeaks
@officialdgispr
@zeshanmalick
@moulanaofficial
@shaaminarrates
@imranriazkhan

Top Mentioned in G7:
@i_katchanovski
@kate_cole_
@elmundoes

Top Mentioned in G8:
@apsa_deminno
@psademocracy
@rikki_dean
@hanna_pfeifer
@nojangkhatami
@skshah23
@polstudies
@dissentientone
@ubcpolisci
@ccpt_leeds

Top Mentioned in G9:
@migcitizenapsa
@bethiamswellman
@mariacarreri
@apsapoleconomy
@ellenmlust
@apsatweets
@miguelmaria
@womenalsoknow
@theapcg
@stephrschwartz

Top Mentioned in G10:
@apsa_songongo
@whyufikelate
@fabacademic
@boltapp
@uwfm88_106fm
@trufm
@smathelele
@viedge3
@melzos_
@boltapp_za

Top Tweeters
Top Tweeters in Entire Graph:
@railwayseva
@afropages
@noia501
@el_universal_mx
@chrisbrey1
@s_total_s2
@fixitfixitfixit
@marclandes40
@russelltim151
@claroteayuda

Top Tweeters in G1:
@russelltim151
@publico
@pkanagaratnam
@raulpacheco
@letmicahdown
@non_sibi1875
@profjontaylor
@victor_asal
@danbuk4
@minami_siki

Top Tweeters in G2:
@afropages
@fixitfixitfixit
@myamadakg
@infoitesteri
@rjempregos
@elconfidencial
@penny65529494
@geosciences
@rjvagasriobr
@informacion_es

Top Tweeters in G3:
@hubbucket
@gotmyownstep
@adiaz_phd
@scserendipity1
@aamctoday
@daslael
@brittgratreak
@nih
@brichristophers
@yalemed

Top Tweeters in G4:
@latsondheimer
@sgvnsports
@frankiebur
@james_escarcega
@skyracingau
@usawrestling
@calusawrestling
@ocvarsity
@mattyk31
@sgvnscores

Top Tweeters in G5:
@drjlhazelton
@casmudde
@ghostingdani
@scowlyguy
@loudmthbrowngrl
@travisclau
@johngmcnutt
@natemjensen
@robmickey
@ladeziree

Top Tweeters in G6:
@p4pakipower
@karachi__wali
@gulbukhari
@atifrauf79
@zeshanmalick
@ainatariq3
@maryamnsharif
@stfu_haider
@asadatoor
@bia13z

Top Tweeters in G7:
@s_total_s2
@marcevann
@br_green_heart
@elmundoes
@billyrisner2
@shollemans
@chrislancashir3
@mgupt108
@bricolix
@126mgp

Top Tweeters in G8:
@maripuerta
@codeforpdx
@demsoc
@llthingscitizen
@ttya70
@timabray
@democraticaudit
@petraguasti
@dissentientone
@sagecqpolitics

Top Tweeters in G9:
@hukuroulaw
@laboescapes
@drdendere
@tom_wein
@nohaatef
@rachelstrohm
@ecpr
@dj_kere
@womenalsoknow
@regina_bateson

Top Tweeters in G10:
@mnix27
@ms_onesimo
@cozminontsomi
@am_blujay
@ms_paws
@nes_kamogelo
@phumlani_prep
@kokoleo_zn
@amanda_umxhosa
@khanyisa_mad