APSA, Twitter, 3/4/2023 9:01:49 PM, 290225


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APSA_2023-03-04_12-48-01.xlsx
APSA_2023-03-04_12-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2023
Short Description:
APSA via NodeXL PERMANENTLY_REMOVED
@apsatweets
@cup_polisci
@pubpolicychina
@democracym
@atsekambodelmas
@interpretivepo1
@tmendelberg
@step_apsa
@apsa_deminno
@drjlhazelton

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

Description:
Description
The graph represents a network of 5,267 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 20:53 UTC.

The tweets in the network were tweeted over the 3245-day, 9-hour, 34-minute period from Monday, 14 April 2014 at 13:45 UTC to Friday, 03 March 2023 at 23:20 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 : 5267
Unique Edges : 3890
Edges With Duplicates : 10449
Total Edges : 14339
Number of Edge Types : 9
Replies to : 1984
MentionsInReplyTo : 3558
Tweet : 1182
Retweet : 2335
MentionsInRetweet : 3616
Mentions : 1181
Quote : 196
MentionsInQuote : 268
MentionsInQuoteReply : 19
Self-Loops : 1551
Reciprocated Vertex Pair Ratio : 0.0897803247373448
Reciprocated Edge Ratio : 0.164767747589833
Connected Components : 1089
Single-Vertex Connected Components : 301
Maximum Vertices in a Connected Component : 1576
Maximum Edges in a Connected Component : 5497
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.849423
Graph Density : 0.000246827032369674
Modularity : 0.446578
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,267 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 20:53 UTC.

The tweets in the network were tweeted over the 3245-day, 9-hour, 34-minute period from Monday, 14 April 2014 at 13:45 UTC to Friday, 03 March 2023 at 23:20 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:
[28] https://interpretat.blogspot.com/2023/01/china-assessing-goodness-of-chinese.html
[25] https://politicalsciencenow.com/apply-for-the-apsa-womens-research-virtual-mentoring-workshop-deadline-february-12/
[17] https://apsa.org/content/2012-position-statement-attempts-change-sexual-orientation-gender-identity-or-gender
[13] https://www.apsa.org/content/2012-position-statement-attempts-change-sexual-orientation-gender-identity-or-gender
[12] https://www.apsanet.org/PROGRAMS/APSA-Awards/APSA-Distinguished-Award-for-Civic-and-Community-Engagement
[11] https://twinybots.ch/
[11] https://princetonsurvey.az1.qualtrics.com/jfe/form/SV_54hHQa6Ap79GsxE
[10] https://princetonsurvey.az1.qualtrics.com/jfe/form/SV_4JylzVnXG0kd9pI
[10] https://connect.apsanet.org/apsa2023/
[8] https://the-asci.org/awards/ypsa

Top URLs in Tweet in G1:
[13] https://politicalsciencenow.com/apply-for-the-apsa-womens-research-virtual-mentoring-workshop-deadline-february-12/
[12] https://www.apsanet.org/PROGRAMS/APSA-Awards/APSA-Distinguished-Award-for-Civic-and-Community-Engagement
[8] https://politicalsciencenow.com/meet-the-2023-2024-apsa-diversity-fellowship-program-fall-recipients/
[7] https://politicalsciencenow.com/call-for-applications-apsa-diversity-fellowship-program-1st-and-2nd-year-phd-students/
[6] https://princetonsurvey.az1.qualtrics.com/jfe/form/SV_54hHQa6Ap79GsxE
[6] https://apsa.secure-platform.com/a/organizations/main/home
[5] https://princetonsurvey.az1.qualtrics.com/jfe/form/SV_4JylzVnXG0kd9pI
[5] https://www.psa.ac.uk/psa/news/enter-inaugural-psa/apsa-international-partnerships-award-today
[5] https://onlinelibrary.wiley.com/doi/10.1111/ropr.12536
[4] https://www.apsanet.org/awards

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/
[4] https://twitter.com/templevedic/status/1631686770101190656/photo/1
[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://rjempregos.net/category/noticias/
[4] https://twitter.com/nsspo2gcchyd/status/1623323716502585345/photo/1
[4] https://twitter.com/shinsa_ride/status/1617908228016439296/photo/1
[4] https://twitter.com/Arganda_Ayto/status/1627662216483819523/photo/1
[4] https://twitter.com/rthpankow/status/1628746797274341378/photo/1
[4] https://twitter.com/DADDYMAIAMI/status/1612222256683552768/photo/1

Top URLs in Tweet in G3:
[3] http://ow.ly/8VKQ50MnC4K?utm_source=hootsuite&utm_medium=twitter&utm_campaign=MNE_campaign
[2] https://preprints.apsanet.org/engage/apsa/public-dashboard?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Feb23
[2] https://preprints.apsanet.org/engage/apsa/article-details/63db00fe89c04b6693ca32ac?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Feb23
[2] https://preprints.apsanet.org/engage/apsa/article-details/63d560216bc5ca3b341e2d73?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Jan23
[1] https://preprints.apsanet.org/engage/apsa/article-details/63d191966bc5ca269d1b026e?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Jan23
[1] https://twitter.com/CUP_PoliSci/status/1618583984715218946/photo/1
[1] http://ow.ly/P5wP50LYrsR?utm_source=hootsuite&utm_medium=twitter&utm_campaign=MNE_campaign
[1] https://twitter.com/CUP_PoliSci/status/1613151286819430401/photo/1
[1] https://preprints.apsanet.org/engage/apsa/article-details/63b5b91904902a5f6e1b8930?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Jan23
[1] https://twitter.com/CUP_PoliSci/status/1612106898660069376/photo/1

Top URLs in Tweet in G4:
[2] https://www.lefigaro.fr/vox/politique/natalite-et-fraude-sociale-les-oublis-de-la-reforme-des-retraites-20230113
[2] https://twitter.com/JeromeGuedj/status/1630575199975243776/photo/1
[1] https://twitter.com/i/status/1613202077630570502/video/1
[1] https://consents.prismamedia.com?redirectHost=https%3A%2F%2Fwww.capital.fr&redirectUri=%2feconomie-politique%2fau-maghreb-ces-morts-qui-continuent-a-toucher-leur-retraite-francaise-1357583
[1] https://twitter.com/NMeizonnet/status/1623058647709523969/video/1
[1] https://twitter.com/Elisabeth_Borne/status/1612870891024564224/video/1
[1] https://twitter.com/ZemmourEric/status/1614191839275372544
[1] https://twitter.com/midy_paul/status/1612801979293597700/video/1
[1] https://www.lejdd.fr/politique/bruno-le-maire-au-jdd-nous-passerons-au-peigne-fin-toutes-les-depenses-132063
[1] https://twitter.com/BrunoLeMaire/status/1619613712855482368/photo/1

Top URLs in Tweet in G5:
[4] https://twitter.com/SOHS_APSA/status/1616237367597334528/photo/1
[4] https://twitter.com/sonorawrestling/status/1613092683207278593/photo/1
[4] https://twitter.com/SOHS_APSA/status/1621559431745122304/photo/1
[4] https://twitter.com/sonorawrestling/status/1618687707471032320/photo/1
[3] https://twitter.com/SOHS_APSA/status/1616210853795352577/photo/1
[3] https://twitter.com/sonorawrestling/status/1615678586425602050/photo/1
[3] https://twitter.com/sonorawrestling/status/1618779754920054785/photo/1
[2] https://twitter.com/ocvarsityguy/status/1614011720607109120
[2] https://twitter.com/ocvarsityguy/status/1614011720607109120/photo/1
[2] https://www.ocregister.com/2023/02/03/sage-hill-girls-basketball-handles-portola-to-capture-pacific-coast-league-title/

Top URLs in Tweet in G6:
[8] https://the-asci.org/awards/ypsa
[4] https://twitter.com/Mizzou_MDPhD/status/1627021707998273539/photo/1
[3] https://www.jointmeeting.org/2023jointmeeting/Reginfo
[3] https://twitter.com/fereshtehbd/status/1626708167768899586/photo/1
[3] https://twitter.com/RichardMaMD/status/1626100482216271872/photo/1
[2] https://www.midwest.physicianscientists.org/
[1] https://twitter.com/ElizabetsCrouch/status/1625192987511910402/photo/1
[1] https://twitter.com/A_P_S_A/status/1613566214735036417/photo/1
[1] https://forms.gle/PNLbAnSi2479zX9A9
[1] https://twitter.com/A_P_S_A/status/1620161643220180992/photo/1

Top URLs in Tweet in G7:
[4] https://www.dropbox.com/s/mwsxu5izzk0kbrj/EMW_Call%20for%20Proposals_2023_UPDATED.pdf?dl=0
[3] https://docs.google.com/spreadsheets/d/1jJ3g0_y8uPrBpMzSmluutBG6KfLlSk-R3IEm5Txlti4/edit#gid=0
[2] https://twitter.com/emergingmethods/status/1627295710226837504
[1] https://twitter.com/MayaJTudor/status/1618213198750158852
[1] https://twitter.com/mjhierro/status/1616112634285232130
[1] https://apsanet.org/section21
[1] https://docs.google.com/forms/d/e/1FAIpQLSccP697vAZCKMEzAb6-KbMeWZ9gqroE-PWoDeKg8LJt0x0WHw/viewform?usp=sf_link
[1] https://twitter.com/DidacQueralt/status/1620076710711685120/photo/1
[1] https://twitter.com/MayaJTudor/status/1618546114009137155
[1] https://twitter.com/dhdannychoi/status/1621196329987735559

Top URLs in Tweet in G8:
[4] https://twitter.com/ApsaPolicy/status/1481198503326007302/photo/1
[3] https://twitter.com/ApsaPolicy/status/1481198507818106881/photo/1
[2] https://twitter.com/DemocracyM/status/1612780736209162240
[2] https://drive.google.com/file/d/18I-FhbmG9z768cSO8rhE5MjJAkyvA4Vj/view?usp=sharing
[1] https://journals.sagepub.com/doi/full/10.1177/00323217211043433
[1] https://twitter.com/ApsaPolicy/status/1481198507818106881
[1] https://twitter.com/ApsaPolicy/status/1481198503326007302
[1] https://twitter.com/ApsaPolicy/status/1614965535011393541
[1] https://citizens-in-foreign-policy.com/
[1] https://politicalsciencenow.com/apply-for-the-apsa-womens-research-virtual-mentoring-workshop-deadline-february-12/

Top URLs in Tweet in G9:
[2] https://connect.apsanet.org/womensresearchworkshop/
[2] https://connect.apsanet.org/apsa2023/
[2] https://twitter.com/NisanAlici/status/1620091998526144514
[2] https://epgnetwork.org/conferences/
[1] https://www.americanpoliticaleconomy.org/partners
[1] https://worldprojects.columbia.edu/our-work/columbia-center-political-economy#paragraph-id-1632
[1] https://twitter.com/APSA_APE/status/1612514889716895744/photo/1
[1] https://apsanet.org/section54
[1] https://direct.mit.edu/glep/article/23/1/117/113841/Differentiation-in-Environmental-Treaty-Making
[1] https://twitter.com/charlesbroger/status/1620382744969904128/photo/1

Top URLs in Tweet in G10:
[2] https://www.researchgate.net/publication/364319745_The_Russia-Ukraine_War_and_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://www.researchgate.net/publication/266855828_The_Snipers'_Massacre_on_the_Maidan_in_Ukraine
[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/I_Katchanovski/status/1611209896720236544
[1] https://www.elmundo.es/economia/2023/02/21/63f52a2ffdddff96878b45a1.html
[1] https://twitter.com/silviamorenon/status/1628448158207340546

Top Domains
Top Domains in Tweet in Entire Graph:
[1339] twitter.com
[206] apsanet.org
[81] doi.org
[67] politicalsciencenow.com
[45] apsa.org
[42] youtube.com
[28] blogspot.com
[23] wiley.com
[22] qualtrics.com
[17] google.com

Top Domains in Tweet in G1:
[138] twitter.com
[81] doi.org
[67] apsanet.org
[53] politicalsciencenow.com
[20] wiley.com
[11] qualtrics.com
[6] secure-platform.com
[5] ac.uk
[4] kentuckyoralhistory.org
[4] google.com

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

Top Domains in Tweet in G3:
[107] twitter.com
[99] apsanet.org
[11] ow.ly
[2] cambridge.org
[1] eui.eu

Top Domains in Tweet in G4:
[11] twitter.com
[2] lefigaro.fr
[1] prismamedia.com
[1] lejdd.fr

Top Domains in Tweet in G5:
[86] twitter.com
[6] ocregister.com
[3] sgvtribune.com
[3] cpa-streamhd.com
[2] latimes.com
[1] substack.com
[1] instagram.com
[1] youtube.com
[1] linktr.ee
[1] sport-streamhd.com

Top Domains in Tweet in G6:
[34] twitter.com
[8] the-asci.org
[4] jointmeeting.org
[3] physicianscientists.org
[2] forms.gle
[1] tinyurl.com
[1] google.com
[1] eventbrite.com

Top Domains in Tweet in G7:
[8] twitter.com
[5] google.com
[4] dropbox.com
[3] apsanet.org

Top Domains in Tweet in G8:
[15] twitter.com
[2] google.com
[1] sagepub.com
[1] citizens-in-foreign-policy.com
[1] politicalsciencenow.com
[1] summit4democracy.org
[1] state.gov

Top Domains in Tweet in G9:
[12] twitter.com
[6] apsanet.org
[2] epgnetwork.org
[1] americanpoliticaleconomy.org
[1] columbia.edu
[1] mit.edu

Top Domains in Tweet in G10:
[3] twitter.com
[3] researchgate.net
[1] apsanet.org
[1] ipostersessions.com
[1] elmundo.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[131] apsatlc
[96] preprint
[91] apsa
[38] apsa2023
[25] ukraine
[23] tlc2023
[21] ai
[18] shivthakare
[16] acf
[15] nationalism



Top Hashtags in Tweet in G1:
[29] apsatlc
[28] apsa
[22] tlc2023
[21] ai
[18] apsa2023
[16] acf
[14] korea
[13] china
[11] npf
[10] diffusion

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

Top Hashtags in Tweet in G3:
[97] apsatlc
[96] preprint
[1] teaching
[1] openresearch
[1] japan
[1] ukraine
[1] nigeria
[1] gender
[1] preprints
[1] theghostwriters

Top Hashtags in Tweet in G4:
[4] reformedesretraites
[3] retraites
[1] zemmourbearn
[1] reformesdesretraites
[1] rn
[1] rfimatin

Top Hashtags in Tweet in G5:
[12] roadtostate
[10] basketball
[6] trending
[5] historymakers
[4] trendingnow
[2] cif
[2] xfl
[1] beholdblueandgold
[1] raiderathletics
[1] sonorastrong

Top Hashtags in Tweet in G6:
[5] doubledocs
[5] apsa
[5] regionalmeeting
[3] physicianscientists
[3] networking
[2] physicians
[2] physicianscientist
[2] 2023jointmeeting
[2] apsamidwestregionalmeeting
[1] jointmeeting23

Top Hashtags in Tweet in G7:
[11] nationalism
[8] apsa
[1] apsa2023
[1] tlc2023

Top Hashtags in Tweet in G8:
[6] apsa2023
[1] demoinno
[1] demopart

Top Hashtags in Tweet in G9:
[2] apsaontwitter
[1] openaccess
[1] isa2023
[1] eisapec23

Top Hashtags in Tweet in G10:
[24] ukraine
[2] ukrainerussiawar
[1] ウクライナのマイダン虐殺

Top Words
Top Words in Tweet in Entire Graph:
[2879] apsa
[630] 2023
[424] political
[416] paper
[299] best
[293] award
[291] hai
[283] apsatweets
[255] politics
[245] conference

Top Words in Tweet in G1:
[574] apsa
[289] 2023
[235] apsatweets
[205] political
[197] award
[173] women
[165] best
[146] apply
[143] spring
[141] scholars

Top Words in Tweet in G2:
[262] apsa
[30] hai
[24] #apsa
[23] र
[18] क
[18] ma
[18] apply
[17] 2023
[17] february
[16] 12

Top Words in Tweet in G3:
[134] apsa_preprints
[97] paper
[97] #apsatlc
[96] #preprint
[95] 2023
[91] uploaded
[39] learning
[38] conference
[38] teaching
[35] cup_polisci

Top Words in Tweet in G4:
[69] ans
[67] cotisé
[62] 35
[53] français
[50] l'étranger
[49] parti
[46] qu'un
[46] oui
[45] surtout
[43] l'apsa

Top Words in Tweet in G5:
[214] sohs_apsa
[152] sohs
[121] sonoragbb
[104] girls
[103] fjuhsd
[99] sonoraraiders
[85] league
[82] pts
[73] sonora
[68] ocvarsityguy

Top Words in Tweet in G6:
[96] apsa
[80] a_p_s_a
[47] meeting
[44] research
[42] phd
[33] 2023
[29] future
[28] md
[28] networking
[27] applying

Top Words in Tweet in G7:
[79] apsa
[49] paper
[38] attend
[37] 2023
[36] conference
[34] sign
[34] mini
[32] dissertation
[32] jan
[32] asia

Top Words in Tweet in G8:
[30] silence
[19] apsa_deminno
[15] expression
[15] polstudies
[15] politically
[15] identifies
[15] communicate
[15] sean
[15] types
[15] political

Top Words in Tweet in G9:
[30] apsa
[26] apsa_ape
[24] political
[23] economy
[15] section
[13] exciting
[13] positions
[13] summer
[13] two
[12] columbia's

Top Words in Tweet in G10:
[106] i_katchanovski
[54] israeli
[54] prime
[54] apsa
[51] study
[51] ukrainian
[48] british
[48] revealed
[48] close
[48] corroborates

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[121] political,science
[116] mentoring,workshop
[113] uploaded,apsa_preprints
[107] virtual,mentoring
[102] 2023,apsa
[102] apsa,women
[98] paper,uploaded
[94] #apsatlc,2023
[91] women,non
[90] identify,women

Top Word Pairs in Tweet in G1:
[91] mentoring,workshop
[87] apsa,women
[84] virtual,mentoring
[78] women,non
[77] spring,2023
[76] non,binary
[76] binary,genderqueer
[75] identify,women
[71] best,dissertation
[71] workshop,spring

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

Top Word Pairs in Tweet in G3:
[91] uploaded,apsa_preprints
[77] paper,uploaded
[71] #apsatlc,2023
[67] 2023,paper
[24] teaching,learning
[24] apsa,teaching
[24] learning,conference
[20] political,science
[18] 2023,apsa
[17] conference,paper

Top Word Pairs in Tweet in G4:
[62] 35,ans
[49] parti,l'étranger
[49] ans,parti
[49] cotisé,35
[46] qu'un,français
[46] français,cotisé
[45] oui,surtout
[45] surtout,qu'un
[39] l'étranger,peut
[39] plus,cotiser

Top Word Pairs in Tweet in G5:
[88] sohs_apsa,sohs
[83] sohs,girls
[46] sohs,boys
[42] kiki,graham
[41] freeway,league
[36] sohs_apsa,sonoraraiders
[35] james_escarcega,ocvarsityguy
[34] larissa,robles
[31] rival,habra
[30] fjuhsd,james_escarcega

Top Word Pairs in Tweet in G6:
[28] md,phd
[23] regional,meeting
[20] asci,apsa
[20] aap,asci
[17] apsa,joint
[17] joint,meeting
[17] apsa,midwest
[16] the_asci,young
[15] apsa,leadership
[15] midwest,regional

Top Word Pairs in Tweet in G7:
[34] mini,conference
[33] apsa,2023
[32] sign,jan
[32] brulerachel,organizing
[32] jan,16
[32] 16,attend
[32] asia,mini
[32] present,discuss
[32] south,asia
[32] attend,present

Top Word Pairs in Tweet in G8:
[15] silence,political
[15] types,silence
[15] silence,politically
[15] four,types
[15] politically,communicate
[15] identifies,four
[15] political,expression
[15] sean,gray
[15] expression,sean
[15] gray,identifies

Top Word Pairs in Tweet in G9:
[23] political,economy
[12] economy,posted
[12] posted,two
[12] two,postdoc
[12] summer,fall
[12] positions,start
[12] columbia's,exciting
[12] exciting,center
[12] center,political
[12] postdoc,positions

Top Word Pairs in Tweet in G10:
[48] close,zelenskyy
[48] officials,close
[48] pm,corroborates
[48] ukrainian,officials
[48] israeli,pm
[48] british,prime
[48] revealed,british
[48] corroborates,apsa
[48] zelenskyy,revealed
[48] study,ukrainian

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

Top Replied-To in G1:
@c_wolbrecht
@iganson
@stapesphd
@naunihalpublic
@dadakim
@amwellstead
@apsa_edusection
@devon_cantwell
@psanational
@fgenovese__

Top Replied-To in G2:

Top Replied-To in G4:
@zemmoureric
@lazgougeon
@elisabeth_borne
@lykos_paros
@tprincedelamour
@hyacintheclair
@nmeizonnet
@mariec49
@marinehope007

Top Replied-To in G5:
@sonoragbb
@sonorawrestling
@sgvnscores
@sohs_apsa
@latsondheimer
@sonoraraiders
@latimes
@scholseries
@ocvarsityguy
@stevefryer

Top Replied-To in G6:
@jennkwanmdphd
@brichristophers
@edenmgallegos

Top Replied-To in G7:
@mayajtudor
@aspaglayan
@didacqueralt
@travisbcurtice
@apsaeuro

Top Replied-To in G8:
@thorsten_sterk
@dissentientone
@rikki_dean

Top Replied-To in G9:
@pol_economist
@apsa_ape
@natemjensen
@larspeter
@charlesbroger
@doronella
@onlineepg
@calvinthrall
@selivanova_lina
@olgasparyan

Top Mentioned
Top Mentioned in Entire Graph:
@apsatweets
@sohs_apsa
@apsa_preprints
@i_katchanovski
@rpr_journal
@fjuhsd
@sonoraraiders
@sonoragbb
@cup_polisci
@step_apsa

Top Mentioned in G1:
@apsatweets
@rpr_journal
@step_apsa
@gabmagni
@tmendelberg
@apsa_preprints
@apsa_edusection
@cup_polisci
@abautistachavez
@ingaulnicane

Top Mentioned in G2:
@jacopomariaber1
@daddymaiami

Top Mentioned in G3:
@apsa_preprints
@cup_polisci
@apsatweets
@ad_rank
@tom_pavone
@ea_balogun
@waltersstate
@bridgewaternews
@sumo_94
@georgetown

Top Mentioned in G4:
@toroxind27
@lazgougeon
@mugnyd
@reconquete36
@elisabeth_borne
@zemmoureric
@pls60604018pls
@tprincedelamour
@mariec49
@nandilaure

Top Mentioned in G5:
@sohs_apsa
@fjuhsd
@sonoraraiders
@sonoragbb
@ocvarsityguy
@james_escarcega
@sohsathletics
@sonorawrestling
@scholseries
@cifss

Top Mentioned in G6:
@a_p_s_a
@the_asci
@mizzou_mdphd
@jointmeeting
@davearnoldlab
@braunmdphd
@elizabetscrouch
@yalecancer
@uwmstp
@yaknak_

Top Mentioned in G7:
@brulerachel
@saadgulzar
@apsatweets
@mayajtudor
@kleine_m
@comppolsection
@dhdannychoi
@fpa_jrnl
@halikiopoulou
@mjhierro

Top Mentioned in G8:
@apsa_deminno
@polstudies
@psademocracy
@rikki_dean
@civicuniversity
@policyupen
@apsatweets
@hanna_pfeifer
@apsapolicy

Top Mentioned in G9:
@apsa_ape
@uofglasgow
@uofgsps
@ess_of_isa
@step_apsa
@esg_project
@isanet
@apsatweets
@interna01697120
@onlineepg

Top Mentioned in G10:
@i_katchanovski
@elmundoes
@kate_cole_

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@telkomsel
@flipkartsupport
@afropages
@noia501
@el_universal_mx
@askrlfess
@s_total_s2
@lagrosta
@marclandes40

Top Tweeters in G1:
@manchuriandevil
@chile7171
@pkanagaratnam
@raulpacheco
@letmicahdown
@smsaideman
@galactic_ditto
@profjontaylor
@victor_asal
@danbuk4

Top Tweeters in G2:
@afropages
@fixitfixitfixit
@myamadakg
@elconfidencial
@rjempregos
@geosciences
@rjvagasriobr
@informacion_es
@zobjobsca
@makassaronlinee

Top Tweeters in G3:
@minami_siki
@sacstate
@usherwood
@93_eldpr
@unc
@columbia
@cuboulder
@lucianokmiranda
@uabnews
@cup_polisci

Top Tweeters in G4:
@lagrosta
@rosyjour
@ptunia18
@rfi
@veniseviolette
@ana_pinson
@nfuron
@cajounice
@lejdd
@nandilaure

Top Tweeters in G5:
@latimes
@latsondheimer
@sgvnsports
@frankiebur
@james_escarcega
@skyracingau
@usawrestling
@calusawrestling
@ocvarsity
@mattyk31

Top Tweeters in G6:
@hubbucket
@gotmyownstep
@scserendipity1
@aamctoday
@daslael
@brittgratreak
@nih
@brichristophers
@yalemed
@northwesternmed

Top Tweeters in G7:
@non_sibi1875
@jevremovic
@brigidlaffan
@drdendere
@sameen_mohsin
@nohaatef
@ingram10
@milanv
@rachelstrohm
@raneeque

Top Tweeters in G8:
@maripuerta
@academicchatter
@codeforpdx
@timeshighered
@statedept
@phaurareinz
@chronicle
@insidehighered
@llthingscitizen
@opengovpart

Top Tweeters in G9:
@stacydvandeveer
@niche_canada
@natemjensen
@robmickey
@pkashwan
@uofglasgow
@evrenwiltse
@olgasparyan
@aidan_regan
@ejfagan

Top Tweeters in G10:
@s_total_s2
@marcevann
@elmundoes
@billyrisner2
@chrislancashir3
@mgupt108
@bricolix
@globalspectator
@nachazo
@vetsf


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