APSA, Twitter, 12/31/2022 9:00:06 PM, 287353


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APSA_2022-12-31_12-48-01.xlsx
APSA_2022-12-31_12-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2022
Short Description:
APSA via NodeXL https://bit.ly/3i5REJm
@apsatweets
@apsa_preprints
@ejfagan
@jaj7d
@jaredcrubin
@cycheng0615
@yoniel93357686
@jitp_apsa
@jaejaeykim2
@step_apsa

Top hashtags:
#apsa_ascept2022
#apsa
#bharatjodoyatra
#apsa2022
#screenawards
#asiapacific

Description:
Description
The graph represents a network of 4,796 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 20:53 UTC.

The tweets in the network were tweeted over the 2217-day, 17-hour, 19-minute period from Sunday, 04 December 2016 at 03:55 UTC to Friday, 30 December 2022 at 21:15 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 : 4796
Unique Edges : 3729
Edges With Duplicates : 11132
Total Edges : 14861
Number of Edge Types : 9
Mentions : 1393
Retweet : 2413
MentionsInRetweet : 4376
Replies to : 1896
MentionsInReplyTo : 3163
Tweet : 1151
MentionsInQuoteReply : 43
Quote : 178
MentionsInQuote : 248
Self-Loops : 1610
Reciprocated Vertex Pair Ratio : 0.10725499917369
Reciprocated Edge Ratio : 0.193731343283582
Connected Components : 1085
Single-Vertex Connected Components : 315
Maximum Vertices in a Connected Component : 778
Maximum Edges in a Connected Component : 3369
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.11489
Graph Density : 0.000291344629387889
Modularity : 0.427759
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,796 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 20:53 UTC.

The tweets in the network were tweeted over the 2217-day, 17-hour, 19-minute period from Sunday, 04 December 2016 at 03:55 UTC to Friday, 30 December 2022 at 21:15 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:
[136] https://twitter.com/jaj7d/status/1600609478524616706/photo/1
[45] https://imnews.imbc.com/news/2022/society/article/6426817_35673.html
[24] https://twitter.com/fernanditaqwq/status/1608213071020916738/photo/1
[20] https://photos.google.com/share/AF1QipOZfSeLhi48IrpXoCc3-WcE9nuZ3s-mikEJuwIR29bk4aNkBQ3Hxe7A-cj1VrQVaA?key=Q0ItUWs5MXhnNEl6bGQ1Zm4zQkRzSUJfbC0xM253
[17] https://www.midilibre.fr/2022/12/05/sete-lappel-a-laide-de-lassociation-de-defense-de-la-cause-animale-apsa-10848549.php
[12] https://twitter.com/SnepBzh/status/1593516160259080192/photo/1
[12] https://twitter.com/Dorsa_Maher/status/1598596321497481216/photo/1
[9] https://www.apsa.org/content/2012-position-statement-attempts-change-sexual-orientation-gender-identity-or-gender
[9] https://twitter.com/SnepBzh/status/1593516367898083328/photo/1
[8] https://www.apsa.in/

Top URLs in Tweet in G1:
[12] https://twitter.com/Dorsa_Maher/status/1598596321497481216/photo/1
[6] https://www.asceptasm.com/
[5] https://twitter.com/DrAMcDougall/status/1598184313040039937/photo/1
[5] https://twitter.com/ExintarisBetty/status/1598291489263472640/photo/1
[4] https://docs.google.com/forms/d/e/1FAIpQLScTZb8WiVM1EQVm4EXrxWD1auodj3RRGoQwmqdmXW3Nm1H2ig/viewform?usp=send_form
[4] https://www.asceptasm.com/2022-asm/program-speakers/
[4] https://twitter.com/drslstocker/status/1598508976857288704/photo/1
[4] https://twitter.com/alice_terrill/status/1597754603298492416/photo/1
[4] https://twitter.com/alison_shield/status/1598232612392222720/photo/1
[4] https://twitter.com/tinahintontwin/status/1598101946933530624/photo/1

Top URLs in Tweet in G2:
[8] https://www.apsa.in/
[4] https://www.midilibre.fr/2022/12/05/sete-lappel-a-laide-de-lassociation-de-defense-de-la-cause-animale-apsa-10848549.php
[4] https://twitter.com/WorldVegCenter/status/1593074702888718336/photo/1
[4] https://twitter.com/LSpaccarotella/status/1599104415339798528/photo/1
[4] https://twitter.com/nikooklvs/status/1603124501642104832/photo/1
[3] https://twitter.com/AnmolvirSidhu/status/1593441358101958656/photo/1
[3] https://www.documentazione.info/soldi-e-vaticano-il-bilancio-2021-di-apsa-e-santa-sede
[3] https://twitter.com/bts_bighit/status/1593091583876149249/photo/1
[3] https://twitter.com/MayaSeeds/status/1595659152885395456/photo/1
[3] https://www.apsaprojetos.com/2022/05/seja-um-influencer-digital.html?spref=tw

Top URLs in Tweet in G3:
[1] https://twitter.com/MARCELOFAVAOK/status/1595514015622520846/video/1

Top URLs in Tweet in G4:
[134] https://twitter.com/jaj7d/status/1600609478524616706/photo/1
[2] https://docs.google.com/forms/d/e/1FAIpQLSeNCO9Sq_14DKDJuRkLiO_fmuO5xQCJRMercpDooV3Ro4Q6UQ/viewform
[1] https://twitter.com/john_s_kuk/status/1592674069807497218
[1] https://oklahoma.zoom.us/meeting/register/tJ0kdu6uqDsiGtULvdzxvku0gYIqQxW0J_G5

Top URLs in Tweet in G5:
[7] https://www.apsanet.org/cfp
[5] https://www.psa.ac.uk/psa/news/want-hold-panel-apsa-2023-now-your-chance
[4] https://connect.apsanet.org/tlc2023/
[3] https://apsanet.org/PROGRAMS/APSA-Awards/Frank-J-Goodnow-Award
[2] https://twitter.com/PolStudiesAssoc/status/1593621051656884225
[2] https://www.psa.ac.uk/psa/news/enter-inaugural-psa/apsa-international-partnerships-award-today
[2] https://www.comparativepoliticsnewsletter.org/wp-content/uploads/2022/12/APSA-CP_32_2_Dec_2022.pdf
[2] https://politicalsciencenow.com/apsa-statement-on-divisive-concepts-legislation/
[2] https://connect.apsanet.org/tlc2023/registration/
[2] https://politicalsciencenow.com/apsa-announces-the-2022-summer-centennial-center-research-grant-winners/

Top URLs in Tweet in G6:
[3] https://preprints.apsanet.org/engage/apsa/article-details/63726ee535511932cb3258b1?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Nov22
[2] https://onlinelibrary.wiley.com/doi/full/10.1111/ropr.12517
[2] https://onlinelibrary.wiley.com/doi/full/10.1111/ropr.12526
[2] https://preprints.apsanet.org/engage/apsa/article-details/63726ee535511932cb3258b1
[1] https://preprints.apsanet.org/engage/apsa/article-details/639da59e963bf37ec89cd657?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Dec22
[1] https://twitter.com/CUP_PoliSci/status/1605249220163813377/photo/1
[1] https://preprints.apsanet.org/engage/apsa/public-dashboard?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Nov22
[1] https://twitter.com/CUP_PoliSci/status/1595085354981171200/photo/1
[1] http://ow.ly/gocO50LHM6V?utm_source=hootsuite&utm_medium=twitter&utm_campaign=MNE_campaign
[1] https://twitter.com/CUP_PoliSci/status/1596868995470090242/photo/1

Top URLs in Tweet in G7:
[7] https://www.ocregister.com/2022/12/19/orange-county-girls-basketball-top-25-rosary-sonora-move-up-in-rankings-dec-19/
[6] https://twitter.com/SOHS_APSA/status/1593451590215614464/photo/1
[6] https://twitter.com/SOHS_APSA/status/1593445821705424897/photo/1
[6] https://www.ocregister.com/2022/12/12/orange-county-girls-basketball-top-25-rosary-san-clemente-climb-in-rankings-dec-12/
[3] https://twitter.com/sonorawrestling/status/1600547419388682240/photo/1
[3] https://twitter.com/sonorawrestling/status/1600233700205043712/photo/1
[3] https://twitter.com/sonorawrestling/status/1603059540643438594/photo/1
[3] https://twitter.com/sonoratennis/status/1606575625279803392/photo/1
[3] https://linki.ee/CIF_STATE
[3] https://www.ocregister.com/2022/12/13/albanos-fab-5-orange-county-girls-basketball-standouts-last-week-dec-13-2/

Top URLs in Tweet in G8:
[2] https://www.tandfonline.com/doi/abs/10.1080/19331681.2022.2144978
[2] https://dx.doi.org/10.33774/apsa-2022-mwp59?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/Thom_Galipeau/status/1597954824817217537
[1] https://www.tandfonline.com/doi/full/10.1080/19331681.2022.2157360?needAccess=true
[1] https://twitter.com/JITP_APSA/status/1604958788813033472/photo/1
[1] https://www.tandfonline.com/doi/abs/10.1080/19331681.2022.2150737?journalCode=witp20
[1] https://twitter.com/JITP_APSA/status/1600543923096649728/photo/1
[1] https://twitter.com/JITP_APSA/status/1592230142755377152/photo/1
[1] https://twitter.com/JITP_APSA/status/1598427154118840321/photo/1
[1] https://www.tandfonline.com/doi/full/10.1080/19331681.2022.2150737

Top URLs in Tweet in G9:
[4] https://twitter.com/ImranKhanPTI/status/1602363946060714001/photo/1
[2] https://twitter.com/nasirbuttuk/status/1596826011307577344/photo/1
[1] https://twitter.com/AsadAToor/status/1596515696938287108/photo/1
[1] https://twitter.com/ImranKhanPTI/status/1596709059939696640/video/1
[1] https://twitter.com/RehamKhan1/status/1602072197388009473/photo/1
[1] https://twitter.com/RehamKhan1/status/1596584720019886080/photo/1
[1] https://twitter.com/kirannaz_KN/status/1601277939261186051/video/1
[1] https://twitter.com/hinaparvezbutt/status/1595800080183078913/video/1
[1] https://twitter.com/hinaparvezbutt/status/1604725912796291072/video/1
[1] https://twitter.com/hinaparvezbutt/status/1606694701809242117/photo/1

Top URLs in Tweet in G10:
[4] https://twitter.com/FarhaFilm/status/1591737861313036289/photo/1
[3] https://twitter.com/FilmJordan/status/1591785650210148352/photo/1
[1] https://www.youtube.com/watch?v=r_QszFjWoW0&feature=youtu.be

[1] https://twitter.com/APScreenAwards/status/1591005418364735490/photo/1
[1] https://twitter.com/APScreenAwards/status/1600037331402199042/photo/1
[1] https://twitter.com/APScreenAwards/status/1591018148362612736/photo/1
[1] https://twitter.com/APScreenAwards/status/1605110757380788227/photo/1
[1] https://twitter.com/APScreenAwards/status/1591002799139352577/photo/1
[1] https://twitter.com/APScreenAwards/status/1591028406132813824/photo/1
[1] https://twitter.com/APScreenAwards/status/1594991735008026625/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1754] twitter.com
[86] apsanet.org
[45] imbc.com
[29] google.com
[26] youtube.com
[21] ocregister.com
[20] wiley.com
[17] midilibre.fr
[16] doi.org
[14] apsa.org

Top Domains in Tweet in G1:
[400] twitter.com
[13] asceptasm.com
[4] google.com
[2] com.au
[1] coreconceptspharmacology.org
[1] monash.edu
[1] meltwater.com
[1] youtube.com
[1] gettr.com
[1] imux.com

Top Domains in Tweet in G2:
[115] twitter.com
[13] apsa.in
[5] apsaprojetos.com
[4] oup.com
[4] instagram.com
[4] midilibre.fr
[4] apsanet.org
[3] informacion.es
[3] alicanteplaza.es
[3] amazon.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[135] twitter.com
[2] google.com
[1] zoom.us

Top Domains in Tweet in G5:
[27] twitter.com
[26] apsanet.org
[9] ac.uk
[8] politicalsciencenow.com
[3] secure-platform.com
[2] comparativepoliticsnewsletter.org
[2] higheredjobs.com
[2] cambridge.org
[2] wiley.com
[1] amazon.com

Top Domains in Tweet in G6:
[47] twitter.com
[22] apsanet.org
[18] wiley.com
[4] ow.ly
[2] somr.info
[2] cambridge.org
[1] researchgate.net
[1] outlook.com
[1] politicalsciencenow.com
[1] sagepub.com

Top Domains in Tweet in G7:
[85] twitter.com
[21] ocregister.com
[7] cpa-streamhd.com
[3] linki.ee
[2] substack.com
[1] smugmug.com

Top Domains in Tweet in G8:
[18] twitter.com
[14] doi.org
[5] tandfonline.com
[3] apsanet.org
[1] mastodon.social
[1] politicalcommunication.org
[1] apsacgots.org
[1] chagaiweiss.com
[1] sagepub.com
[1] redshirt.shop

Top Domains in Tweet in G9:
[44] twitter.com
[2] youtube.com

Top Domains in Tweet in G10:
[18] twitter.com
[1] youtube.com
[1] com.au
[1] filmvilnius.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[643] apsa_ascept2022
[77] apsa
[66] bharatjodoyatra
[59] apsa2022
[40] screenawards
[40] asiapacific
[38] creandomomentosinolvidables
[27] goldenbull
[26] food
[25] foodie



Top Hashtags in Tweet in G1:
[641] apsa_ascept2022
[14] apsa_asceptphotos
[14] apsa
[14] phd
[12] womeninstem
[11] opioid
[9] pharmacology
[9] deprescribing
[9] apsa_asceptsponsors
[8] influenza

Top Hashtags in Tweet in G2:
[10] apsa
[5] alacant
[4] kotaduniauntuksemua
[4] iknsejahterakanindonesia
[4] iknpemerataanekonomi
[4] ikntingkatkankesejahteraan
[4] dukungiknnusantara
[4] indonesiamaju
[4] ibukotabarumendunia
[4] apsa2022

Top Hashtags in Tweet in G5:
[7] tlc2023
[4] givingtuesday
[2] lse
[1] thankyousue
[1] giveapsa
[1] tlc
[1] teaching
[1] polisci
[1] journojobs
[1] mediadiversity

Top Hashtags in Tweet in G6:
[15] preprint
[9] policy
[6] ai
[2] trump
[2] climate
[1] openresearch
[1] brazil
[1] apsa2022
[1] china
[1] covid19

Top Hashtags in Tweet in G7:
[7] andnew
[3] movingonup
[3] playeroftheweek
[2] gotime
[2] homecoming2022
[2] 4️⃣
[2] wintersports
[2] grind
[2] roadtostate
[2] basketball

Top Hashtags in Tweet in G8:
[4] apsa2023
[4] academictwitter
[4] taiwanpolitics
[4] election
[3] polcomm
[2] facebook
[2] twitter
[2] metoo
[2] gender
[2] apsa2022

Top Hashtags in Tweet in G9:
[1] pti
[1] dtkn
[1] فتنہ_فارغ_ھوگیا
[1] گھڑی_چور_پھر_پکڑا_گیا
[1] کھا_گئے_سارا_پاکستان
[1] imrankhan
[1] punjab
[1] talagang

Top Hashtags in Tweet in G10:
[50] apsa2022
[40] screenawards
[40] asiapacific
[18] farha
[3] apsa
[1] fiapf
[1] asiapacificscreenawards
[1] allthatbreathes
[1] documentary
[1] 憂鬱之島

Top Words
Top Words in Tweet in Entire Graph:
[2573] apsa
[647] #apsa_ascept2022
[413] क
[395] asceptconf
[371] म
[329] 2023
[320] hai
[295] ka
[261] conference
[258] great

Top Words in Tweet in G1:
[645] #apsa_ascept2022
[395] asceptconf
[202] apsa_news
[194] great
[179] conference
[175] asceptanz
[122] research
[98] ascept
[82] students
[82] opportunity

Top Words in Tweet in G2:
[320] apsa
[26] club
[22] ko
[22] study
[21] ka
[20] abroad
[19] best
[19] 2022
[16] sa
[15] alicante

Top Words in Tweet in G3:
[142] volver
[142] tremendo
[142] nena
[142] niega
[142] apsa
[142] salta
[142] madre
[142] video
[142] niña
[142] documento

Top Words in Tweet in G4:
[140] apsa
[138] 2023
[134] coming
[134] pleased
[134] sharp
[134] late
[134] cover
[134] time
[134] jaredcrubin
[133] jaj7d

Top Words in Tweet in G5:
[79] apsatweets
[71] apsa
[39] politics
[35] award
[27] women
[26] 2023
[25] political
[25] short
[24] gender
[24] quotas

Top Words in Tweet in G6:
[78] rpr_journal
[73] policy
[46] climate
[41] rpr
[40] local
[37] examine
[35] paper
[35] part
[35] upcoming
[31] study

Top Words in Tweet in G7:
[182] sonoragbb
[176] sohs_apsa
[109] sonora
[105] fjuhsd
[94] sonoraraiders
[84] sohsathletics
[66] ocvarsityguy
[65] points
[65] girls
[59] james_escarcega

Top Words in Tweet in G8:
[36] jitp_apsa
[24] memes
[19] pub
[18] thom_galipeau
[17] political
[15] apsa
[14] apsa_spp
[12] longitudinal
[12] politics
[12] field

Top Words in Tweet in G9:
[86] ka
[81] apsa
[45] کے
[45] میں
[44] ko
[42] کی
[39] ki
[37] ہے
[35] disabled
[30] کا

Top Words in Tweet in G10:
[89] apsa
[87] film
[72] best
[58] youth
[50] #apsa2022
[49] apscreenawards
[49] 2022
[42] directed
[42] wins
[40] #asiapacific

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[142] documento,tremendo
[142] nena,salta
[142] salta,niña
[142] niega,volver
[142] video,documento
[142] tremendo,apsa
[142] volver,madre
[142] niña,niega
[142] apsa,nena
[141] madre,maltra

Top Word Pairs in Tweet in G1:
[61] #apsa_ascept2022,asceptconf
[58] great,opportunity
[51] asceptconf,apsa_news
[50] pandemic,#apsa_ascept2022
[49] thank,great
[49] #apsa_ascept2022,thank
[49] asceptconf,years
[49] happy,asceptconf
[49] years,pandemic
[48] gainwithdamsel,happy

Top Word Pairs in Tweet in G2:
[15] study,abroad
[7] macerata,feltria
[7] apsa,nada
[6] bears,meet
[6] consultants,chandigarh
[6] gt,gt
[6] apsa,best
[6] click,more
[6] golden,bears
[6] hey,golden

Top Word Pairs in Tweet in G3:
[142] niña,niega
[142] documento,tremendo
[142] video,documento
[142] volver,madre
[142] niega,volver
[142] salta,niña
[142] tremendo,apsa
[142] nena,salta
[142] apsa,nena
[141] marcelofavaok,video

Top Word Pairs in Tweet in G4:
[134] jaredcrubin,pleased
[134] sharp,cover
[134] pleased,coming
[134] 2023,time
[134] late,2023
[134] coming,late
[134] cover,jaredcrubin
[134] time,apsa
[133] jaj7d,sharp
[2] apsa,expression

Top Word Pairs in Tweet in G5:
[24] women,politics
[24] gender,quotas
[22] violence,against
[22] published,short
[22] quotas,violence
[22] politics,recent
[22] against,women
[22] piece,gender
[22] recent,apsatweets
[22] short,piece

Top Word Pairs in Tweet in G6:
[34] upcoming,rpr
[34] part,upcoming
[28] local,climate
[28] rpr,local
[28] rpr_journal,part
[27] climate,policy
[15] policystudies,step_apsa
[14] wileypolitics,policystudies
[13] public,support
[12] report,anyone

Top Word Pairs in Tweet in G7:
[41] sohsathletics,sohs_apsa
[38] sohs,boys
[36] sohs_apsa,fjuhsd
[35] sohs_apsa,sohs
[29] sonoragbb,sohs_apsa
[26] sonoraraiders,sohsathletics
[26] girls,hoops
[25] postgame,interview
[23] kiana,graham
[22] woodbridge,ocvarsity

Top Word Pairs in Tweet in G8:
[16] jitp_apsa,pub
[12] political,memes
[11] uoft,finds
[11] longitudinal,field
[11] experiment,thom_galipeau
[11] thom_galipeau,uoft
[11] impact,political
[11] memes,longitudinal
[11] finds,memes
[11] pub,impact

Top Word Pairs in Tweet in G9:
[21] kpk,ka
[14] apsa,request
[14] khan,sahab
[13] عمران,خان
[12] 2018,ma
[12] disabled,allowance
[11] disabled,ko
[11] elan,kia
[11] quota,ka
[11] ta,oska

Top Word Pairs in Tweet in G10:
[58] best,youth
[55] youth,film
[43] apsa,best
[43] 2022,apsa
[42] film,#apsa2022
[40] #apsa2022,#screenawards
[40] #screenawards,#asiapacific
[37] directed,darinsallam
[37] darinsallam,wins
[37] wins,2022

Top Replied-To
Top Replied-To in Entire Graph:
@apsa_songongo
@bhyaktafsa
@hafro17
@imranriazkhan
@sonoragbb
@apsa_h
@psupolisci
@chparvezelahi
@sgasa_
@ayesha20875090

Top Replied-To in G1:
@apsa_news
@asceptconf
@indispensableph
@joenicolazzo
@sherilynwong14
@sereuterlange
@wrida959
@steverees16
@experteventsaus
@lisakouladjian

Top Replied-To in G2:

Top Replied-To in G4:
@jorge_osg
@anaterezaduarte

Top Replied-To in G5:
@jzphilosophy
@marciarcandido
@mathiaspoertner
@jbview
@kim_at_apsa
@mirandayaver
@pocalsoknow
@dalsonfigueired
@pv_faria
@adadomingos

Top Replied-To in G6:
@wileypolitics
@ellepfeffer
@dannagal
@ejfagan
@rpr_journal

Top Replied-To in G7:
@sonoragbb
@sonorawrestling
@sohsathletics
@ocvarsityguy
@ocvarsity
@malvarez02
@sonoraraiders
@mia_chavarin
@scazares
@sohs_apsa

Top Replied-To in G8:
@garlicksauce
@carolyneholmes
@jitp_apsa
@heatherkevans
@chagai_weiss
@jason_gainous
@sarahjausmus
@purekimminess
@mcclelef
@hollisemetko

Top Replied-To in G9:
@imranriazkhan
@chparvezelahi
@imrankhanpti
@rehamkhan1
@hinaparvezbutt
@hamidmirpak
@nasirbuttuk
@jhagra
@iveenakhan
@officialdgispr

Top Mentioned
Top Mentioned in Entire Graph:
@asceptconf
@apsa_news
@sohs_apsa
@asceptanz
@marcelofavaok
@jaredcrubin
@jaj7d
@sonoragbb
@fjuhsd
@apsatweets

Top Mentioned in G1:
@asceptconf
@apsa_news
@asceptanz
@kirstigalbraith
@gainwithdamsel
@ianfmusgrave
@laurentmay
@monashpharm
@nilushikarunar2
@tinahintontwin

Top Mentioned in G2:
@agrilife24
@shivharew

Top Mentioned in G3:
@marcelofavaok

Top Mentioned in G4:
@jaredcrubin
@jaj7d
@cup_polisci
@apsa_preprints
@rahlskog
@cdvargas100
@ashmsore18
@globalchina2022

Top Mentioned in G5:
@apsatweets
@mlkrook
@louisetillin
@carlaflink
@polstudiesassoc
@djmallinson
@ruwomenpolitics
@florianfoos
@ameliahadfield1

Top Mentioned in G6:
@rpr_journal
@apsa_preprints
@step_apsa
@policystudies
@wileypolitics
@psj_editor
@nerdyboypolis
@kyraskyegd
@atylerscott
@envpolicycenter

Top Mentioned in G7:
@sohs_apsa
@sonoragbb
@fjuhsd
@sonoraraiders
@sohsathletics
@ocvarsityguy
@james_escarcega
@ocvarsity
@malvarez02
@larissarobles32

Top Mentioned in G8:
@jitp_apsa
@thom_galipeau
@apsa_spp
@uoft
@bryan_gervais
@poli_com
@heatherkevans
@apsa_itp
@apsa_preprints
@cmwitko

Top Mentioned in G9:
@imrankhanpti
@maryamnsharif
@anwaribrahim
@nawazsharifmns
@rehamkhan1
@irksays
@officialdgispr
@ptiofficial
@asadkha924622
@aimalwali

Top Mentioned in G10:
@apscreenawards
@darinsallam
@filmjordan
@farhafilm
@auroras_sunrise
@nadinelabaki
@kamilandini
@griffithfilm
@allthatbreathes
@filmvilnius

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@flipkartsupport
@rankingko
@gambiste1
@paultorrescohen
@moonareas
@humnews_urdu
@askrlfess
@swiggycares
@ndtv

Top Tweeters in G1:
@gambiste1
@glasgowsvoice
@slbaldry
@stem_ai
@binfotrends
@skepticalmutant
@ianfmusgrave
@pharmerfour
@immunonucmed
@clairewynn

Top Tweeters in G2:
@rankingko
@paultorrescohen
@myamadakg
@oneindiatelugu
@essayhelpcorner
@jaunslv
@catechcouncil
@alicanteplaza
@jetdriverman
@zobjobsca

Top Tweeters in G3:
@adripro59
@grondavia
@gladysitatibar2
@nurymaya
@alebg__71
@laurapvignatti
@patdalto
@elecc_autentica
@barzadafne
@ripios2013

Top Tweeters in G4:
@swallow224
@tomdrabowicz
@minami_siki
@tubuann_only
@jandegoei
@likedeeler666
@pierregrosser
@yoniel93357686
@ajaanmark
@lelanddelacruz

Top Tweeters in G5:
@carolmariebensi
@david_darmofal
@mirandayaver
@jbview
@lsepoliticsblog
@sbmitche
@noehernandezcor
@ahahistorians
@jzphilosophy
@roger_scully

Top Tweeters in G6:
@russelltim151
@ml_tweet_bot
@jacquelyngill
@busbyj2
@envpolicycenter
@biyomemo
@uofillinois
@cairneypaul
@gustavovaldivie
@mattgrossmann

Top Tweeters in G7:
@latsondheimer
@sgvnsports
@james_escarcega
@calusawrestling
@ocregsports
@ocvarsity
@mattyk31
@ocvarsityguy
@stevefryer
@haroldabend

Top Tweeters in G8:
@_itzdutchess
@refinish69
@govloop
@danielbeland
@emmmacfarlane
@kathtx
@purekimminess
@universityofky
@socialmediaweek
@irisverhulsdonk

Top Tweeters in G9:
@ptiofficial
@rehamkhan1
@ptikpofficial
@nausheenyusuf
@kpkupdates
@anwaribrahim
@hinaparvezbutt
@sanabajwa11
@maryamnsharif
@asadatoor

Top Tweeters in G10:
@christinejameis
@ebtesam00369622
@gorop_
@finkley1
@mannumellow
@andypeacock999
@maysoonzayid
@crimsonboudoir
@mischellecamill
@vichalhey


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