APSA, Twitter, 4/16/2022 7:50:37 PM, 274885


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APSA_2022-04-16_12-36-01.xlsx
APSA_2022-04-16_12-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 16, 2022
Short Description:
APSA via NodeXL https://bit.ly/3vqJg9J
@apsatweets
@cricbuzz
@jorgesabat
@apsa_pubpol
@democracym
@apsa_preprints
@jessycobian22
@apsa_deminno
@svictoriashen
@jeanpaulrgagnon

Top hashtags:
#nft
#apsa
#mpsa2022
#mdphd
#asci
#aap
#politics
#gradstudent

Description:
Description
The graph represents a network of 2,687 Twitter users whose tweets in the requested range contained "APSA", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 April 2022 at 19:38 UTC.

The requested start date was Saturday, 16 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 42-minute period from Saturday, 02 April 2022 at 00:06 UTC to Friday, 15 April 2022 at 23:48 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 2687
Unique Edges : 2095
Edges With Duplicates : 3183
Total Edges : 5278
Number of Edge Types : 5
Retweet : 1117
MentionsInRetweet : 1726
Tweet : 537
Replies to : 758
Mentions : 1140
Self-Loops : 547
Reciprocated Vertex Pair Ratio : 0.0454700854700855
Reciprocated Edge Ratio : 0.0869849574885546
Connected Components : 555
Single-Vertex Connected Components : 180
Maximum Vertices in a Connected Component : 447
Maximum Edges in a Connected Component : 1077
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.22721
Graph Density : 0.000423705212017488
Modularity : 0.564404
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,687 Twitter users whose tweets in the requested range contained "APSA", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 April 2022 at 19:38 UTC.

The requested start date was Saturday, 16 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 42-minute period from Saturday, 02 April 2022 at 00:06 UTC to Friday, 15 April 2022 at 23:48 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[78] https://foundation.app/@thecloudcollector/apsa/4
[10] https://www.pedsurglibrary.com/apsa/view/PedSurg
[10] Resource/1884007/all/?utm_content=buffer04727&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://twitter.com/cricbuzz/status/1510678091105939456
[5] https://apsa.org/content/2012-position-statement-attempts-change-sexual-orientation-gender-identity-or-gender
[5] https://www.youtube.com/watch?v=EcAICgZcKIE&feature=youtu.be

[5] https://politicalsciencenow.com/call-for-applications-2022-2023-public-scholarship-program/
[4] https://apsanet.org/section18
[4] https://twitter.com/twihelp_pic/status/1116187320577712129/photo/1
[4] https://greekcitytimes.com/2022/04/12/apsa-debuts-the-greek-charts-with-her-new-hit-single-staxti-video/

Top URLs in Tweet in G1:
[1] https://twitter.com/finehaihum/status/1510673046025416704

Top URLs in Tweet in G2:
[6] https://twitter.com/cricbuzz/status/1510678091105939456
[4] https://twitter.com/twihelp_pic/status/1116187320577712129/photo/1
[2] https://alicanteplaza.es/alicanteyapsapresentanlaguiaturisticainclusivaalicantefacil
[2] https://www.apsaprojetos.com/2022/04/a-psicologia-dos-cliques.html?spref=tw
[2] https://twitter.com/twihelp_pic/status/719056347841437696/photo/1
[2] https://www.apsa.in/
[1] https://twitter.com/nexta_tv/status/1510122583487922178
[1] https://twitter.com/enhypenupdates/status/1510244404988366855
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.leavenworthtimes.com%2F2022%2F04%2F02%2Fmake-time-to-teach-civic-education-and-teach-it-well%2F&ct=ga&cd=CAIyGTU5MjY4MzU0YzJlZWY5YWQ6Y2E6ZW46Q0E&usg=AFQjCNGQPuI73qxgBFHb2ptjYw_-pwRv4Q&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/tabouchadi/status/1509879322126995462

Top URLs in Tweet in G3:
[4] https://politicalsciencenow.com/apsas-spring-centennial-center-research-grants-applications-are-open/
[4] https://politicalsciencenow.com/call-for-applications-2022-2023-public-scholarship-program/
[2] https://politicalsciencenow.com/meet-anna-venturini-2021-advancing-research-grants-for-early-career-scholars-recipient/
[2] https://politicalsciencenow.com/six-scholars-win-the-inaugural-minority-serving-institution-virtual-book-workshop-award/
[2] https://docs.google.com/forms/d/e/1FAIpQLScnWZvX28mJixDhBopnEYA54OlkgUBqIKMA2bjcvUEFkSl_fQ/viewform?usp=send_form
[1] https://apsa.wufoo.com/forms/zw7o4af0fo5svt/
[1] https://twitter.com/DukeGradSchool/status/1496883297850429442
[1] https://connect.apsanet.org/apsa2022/wp-content/uploads/sites/74/2022/03/Africa-RDG-2022-Call-for-Applications-Final.pdf
[1] https://politicalsciencenow.com/applications-now-open-for-the-2022-apsa-doctoral-dissertation-research-improvement-grant-ddrig-cycle/
[1] https://politicalsciencenow.com/announcing-the-apsa-2022-council-nominations/

Top URLs in Tweet in G4:
[78] https://foundation.app/@thecloudcollector/apsa/4
[2] https://foundation.app/collection/apsa
[1] https://foundation.app/@thecloudcollector/apsa/2
[1] https://foundation.app/@thecloudcollector/apsa/3

Top URLs in Tweet in G5:
[2] https://twitter.com/uabsom_apsa/status/1512820980372152321
[1] https://twitter.com/a_waldman/status/1514206030913232904
[1] https://www.physicianscientists.org/events/register.aspx?id=1548805&itemid=eefd1b3c-4326-455d-98b8-ae97aa378a93
[1] https://twitter.com/EvanNoch/status/1512581973214179334
[1] https://twitter.com/uabsom_apsa/status/1511827590721552389
[1] https://twitter.com/JointMeeting/status/1512443999604428801
[1] https://compmed.ucla.edu/news/dr-valerie-arboleda-inducted-asci
[1] https://twitter.com/UABSOM_APSA/status/1512820980372152321
[1] https://twitter.com/intmedabel/status/1512608856916086785
[1] https://www.jointmeeting.org/page/2022Agenda

Top URLs in Tweet in G6:
[2] https://www.ocregister.com/2022/04/01/sonoras-hits-go-far-enough-to-win-freeway-league-baseball-against-fullerton/
[1] https://www.ocregister.com/2022/04/13/all-county-girls-soccer-team-los-alamitos-mimi-abusham-is-o-c-player-of-the-year/
[1] https://forms.gle/QAk9VSVvzMbMGzVk8
[1] https://twitter.com/ocvarsityguy/status/1513616398135660544
[1] https://twitter.com/ocvarsityguy/status/1514458201021829129
[1] https://arnoldleos.smugmug.com/2022-Sonora-Softball/4522-Sonora-vs-La-HabraFinal
[1] https://arnoldleos.smugmug.com/2022-Sonora-Baseball/4122-Sonora-vs-Fullerton
[1] https://arnoldleos.smugmug.com/2022-Sonora-Softball/4722-Sonora-vs-Sunny-HillsFinal
[1] https://arnoldleos.smugmug.com/2022-Sonora-Baseball/4822-Sonora-vs-TroyFinal
[1] https://arnoldleos.smugmug.com/2022-Sonora-Softball/33122-Sonora-vs-TroyFinal

Top URLs in Tweet in G7:
[2] https://www.iol.co.za/education/rhodes-university-honours-trailblazing-journalism-alumni-including-guy-berger-rich-mkhondo-zikhona-tshona-and-haru-mutasa-f42dde14-344a-455d-9531-36564a1c8b53
[2] https://www.youtube.com/watch?v=2EyRnBywIkA&feature=youtu.be

[1] https://twitter.com/SkedokeemZ/status/1510154680042770434
[1] https://twitter.com/Phumlani_PrEP/status/1510517364781195269
[1] https://twitter.com/SmahMadlala/status/1510308259214811140
[1] https://twitter.com/jerome_saint_/status/1510537766932828165
[1] https://twitter.com/KingDon_za/status/1510584149584789504
[1] https://twitter.com/YesWithAn_L/status/1511037096076754946
[1] https://twitter.com/__Khaya/status/1511013170680418318
[1] https://twitter.com/Mongezi_Q/status/1510948501831704581

Top URLs in Tweet in G8:
[1] https://twitter.com/dhdannychoi/status/1515038942256640001
[1] https://twitter.com/reps_lab/status/1514727461853954073
[1] https://www.apsanet.org/EVENTS/Upcoming-APSA-Conferences
[1] https://www.rollingstone.com/politics/politics-features/ipcc-report-climate-change-warning-1335131/
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/ropr.12475
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/ropr.12469?cookieSet=1
[1] https://www.sciencedirect.com/science/article/abs/pii/S1877343521000737

Top URLs in Tweet in G9:
[3] https://apsanet.org/section18
[1] https://www.tandfonline.com/doi/full/10.1080/19331681.2022.2056278#b0001
[1] https://www.tandfonline.com/doi/abs/10.1080/19331681.2022.2054484?journalCode=witp20
[1] https://www.tandfonline.com/doi/full/10.1080/19331681.2021.1950096?cookieSet=1
[1] https://twitter.com/shahin_saif/status/1511284198656598018
[1] https://twitter.com/LSawyerED/status/1512106654707458061
[1] https://www.apsanet.org/section18
[1] https://politicalcommunication.org/upcoming-apsa-conferences/#preconf

Top URLs in Tweet in G10:
[2] https://dx.doi.org/10.33774/apsa-2022-z9g1z?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[2] https://preprints.apsanet.org/engage/apsa/event-details/61eb16fae4d9b8572af3bd8f?utm_source=hootsuite&utm_medium=twitter&utm_campaign=APSAPreprints_Apr22
[2] https://www.youtube.com/watch?v=PzznUY9QYpE&feature=youtu.be

[1] https://dx.doi.org/10.33774/apsa-2022-010lp?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[1] https://dx.doi.org/10.33774/apsa-2022-qhp8f?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[1] https://dx.doi.org/10.33774/apsa-2022-092jx?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[1] https://dx.doi.org/10.33774/apsa-2021-m85vx-v2?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[1] https://dx.doi.org/10.33774/apsa-2022-1j9ll?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[1] https://dx.doi.org/10.33774/apsa-2022-klsxt?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[1] https://dx.doi.org/10.33774/apsa-2022-cfnzx?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[164] twitter.com
[82] foundation.app
[32] apsanet.org
[21] doi.org
[16] politicalsciencenow.com
[13] youtube.com
[13] pedsurglibrary.com
[9] google.com
[9] apsa.org
[6] apsaprojetos.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[36] twitter.com
[6] apsaprojetos.com
[4] coupang.com
[3] apsanet.org
[3] alicanteplaza.es
[2] onda15.es
[2] apsa.in
[2] il.gov
[1] google.com
[1] espncricinfo.com

Top Domains in Tweet in G3:
[15] politicalsciencenow.com
[6] apsanet.org
[6] google.com
[3] twitter.com
[1] wufoo.com
[1] lesliejohns.me
[1] ed.gov
[1] nih.gov
[1] zoom.us
[1] bit.ly

Top Domains in Tweet in G4:
[82] foundation.app

Top Domains in Tweet in G5:
[8] twitter.com
[2] jointmeeting.org
[1] physicianscientists.org
[1] ucla.edu

Top Domains in Tweet in G6:
[5] smugmug.com
[3] ocregister.com
[2] twitter.com
[1] forms.gle
[1] substack.com
[1] sport-streamhd.com
[1] cpa-streamhd.com

Top Domains in Tweet in G7:
[69] twitter.com
[2] co.za
[2] youtube.com
[1] buff.ly
[1] bit.ly
[1] ac.za
[1] southafrica-france-scholarships.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] wiley.com
[1] apsanet.org
[1] rollingstone.com
[1] sciencedirect.com

Top Domains in Tweet in G9:
[4] apsanet.org
[3] tandfonline.com
[2] twitter.com
[1] politicalcommunication.org

Top Domains in Tweet in G10:
[21] doi.org
[6] apsanet.org
[2] twitter.com
[2] youtube.com
[1] ow.ly
[1] politicalsciencenow.com
[1] bit.ly
[1] cambridge.org
[1] russellsage.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] nft
[38] apsa
[20] mpsa2022
[20] mdphd
[14] asci
[14] aap
[11] politics
[10] gradstudent
[10] apsalaborpolitics
[10] ipl2022



Top Hashtags in Tweet in G1:
[1] ipl2022
[1] cskvpbks

Top Hashtags in Tweet in G2:
[4] ipl2022
[2] apsa
[2] navratri
[2] navratri2022
[2] madurga
[2] bajwasurrender
[1] chetarnavratri
[1] durga
[1] sustainable
[1] free

Top Hashtags in Tweet in G3:
[6] gradstudent
[5] polisci
[5] callforpapers
[5] apsalaborpolitics
[4] mpsa2022
[3] research
[3] grants
[3] researchgrants
[2] upholdingil
[2] criminallaw

Top Hashtags in Tweet in G4:
[39] nft
[5] nftcommunity
[3] foundationnft
[2] nftcollector
[2] nfts
[2] nftcollection
[1] nftart
[1] nftdrop
[1] foundation
[1] art

Top Hashtags in Tweet in G5:
[20] mdphd
[20] apsa
[13] asci
[13] aap
[6] physicianscientist
[4] jointmeeting22
[4] radiology
[4] nephrology
[3] doubledocs
[3] 850challenge

Top Hashtags in Tweet in G6:
[2] prom22
[2] freewayleague
[1] rallycaptime
[1] sonoraraidersalumni
[1] raiderpride

Top Hashtags in Tweet in G7:
[7] casspervsnaakmusiq
[6] theblackdoor
[5] etvtheblackdoor
[3] ssboxing
[2] umculowejazz
[2] grindfacetv
[2] celebcity
[2] fun
[2] smile
[2] mondaymorning

Top Hashtags in Tweet in G8:
[14] mpsa2022

Top Hashtags in Tweet in G9:
[6] information
[6] technology
[6] politics
[5] polcomm
[2] facebook
[1] apsa2022
[1] awards
[1] disinformation
[1] socialmedia
[1] twitter

Top Hashtags in Tweet in G10:
[7] preprint
[4] gradstudent
[1] mpsa2022
[1] waks
[1] openresearch
[1] earlyresearch

Top Words
Top Words in Tweet in Entire Graph:
[1517] apsa
[574] dew
[360] 80
[303] today
[281] game
[276] very
[276] anti
[273] sprayed
[270] agent
[268] cricbuzz

Top Words in Tweet in G1:
[515] dew
[269] apsa
[267] 80
[263] cricbuzz
[257] anti
[256] groundstaff
[256] sprayed
[256] agent
[255] game
[255] very

Top Words in Tweet in G2:
[177] apsa
[54] id
[54] need
[53] battle
[53] backup
[53] lvl
[48] 100
[36] shenxian
[21] 80
[10] ki

Top Words in Tweet in G3:
[100] apsa
[57] apsatweets
[49] best
[43] nominations
[39] research
[38] paper
[30] 2022
[28] apply
[27] scholars
[27] award

Top Words in Tweet in G4:
[150] sercantunali
[118] nft
[116] animation
[115] illustration
[82] foundation
[78] listed
[78] newest
[78] work
[78] 35
[78] ξ

Top Words in Tweet in G5:
[124] apsa
[86] a_p_s_a
[77] aap
[73] asci
[67] meeting
[58] jointmeeting
[47] joint
[39] 2022
[38] dr
[37] great

Top Words in Tweet in G6:
[68] sonora
[62] sohs_apsa
[54] sonoraraiders
[39] raiders
[33] fjuhsd
[30] ocvarsityguy
[24] james_escarcega
[22] update
[19] league
[19] baseball

Top Words in Tweet in G7:
[61] apsa_songongo
[13] clumsybynature
[11] zickiie_s
[10] colderthan__ice
[9] please
[7] lol
[7] #casspervsnaakmusiq
[7] show
[6] year
[6] #theblackdoor

Top Words in Tweet in G8:
[43] apsa
[19] mpsanet
[16] caucus
[16] step_apsa
[14] reps_lab
[14] #mpsa2022
[13] envpolicycenter
[11] diversity
[10] go
[9] latino

Top Words in Tweet in G9:
[22] politics
[16] book
[16] best
[14] paper
[13] health
[12] apsa
[11] technology
[11] policy
[10] member
[10] apsa's

Top Words in Tweet in G10:
[31] state
[22] politics
[21] apsa_spp
[18] research
[17] early
[17] policy
[17] cambridgeup
[16] open
[15] start
[15] adventure

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[357] apsa,80
[275] anti,dew
[270] dew,agent
[260] groundstaff,sprayed
[258] agent,apsa
[256] before,game
[256] game,groundstaff
[256] sprayed,anti
[256] 80,worked
[256] worked,wonders

Top Word Pairs in Tweet in G1:
[267] apsa,80
[256] groundstaff,sprayed
[256] anti,dew
[256] dew,agent
[254] before,game
[254] game,groundstaff
[254] sprayed,anti
[254] agent,apsa
[254] 80,worked
[254] worked,wonders

Top Word Pairs in Tweet in G2:
[53] battle,id
[53] id,need
[53] need,backup
[53] backup,lvl
[47] lvl,100
[36] 100,shenxian
[19] apsa,80
[8] gt,gt
[6] apsa,presentan
[6] apsa,projetos

Top Word Pairs in Tweet in G3:
[25] apsa,diversity
[23] best,paper
[20] nominations,best
[18] accepting,nominations
[17] diversity,fellowship
[13] thankful,recipient
[13] recipient,apsa
[13] fellowship,join
[13] join,cohort
[13] cohort,impressive

Top Word Pairs in Tweet in G4:
[115] illustration,animation
[78] listed,newest
[78] newest,work
[78] work,foundation
[78] foundation,nft
[78] nft,35
[78] 35,ξ
[78] ξ,hope
[78] hope,illustration
[77] sercantunali,listed

Top Word Pairs in Tweet in G5:
[56] aap,asci
[56] asci,apsa
[42] joint,meeting
[29] apsa,joint
[27] founder,award
[19] dr,lawrence
[19] lawrence,skip
[19] skip,brass
[19] #mdphd,apsa
[17] mstp,student

Top Word Pairs in Tweet in G6:
[18] sonoraraiders,sohs_apsa
[16] sonora,jv
[16] jv,baseball
[15] baseball,update
[13] freeway,league
[13] league,game
[12] fjuhsd,james_escarcega
[10] arnold_leos,sonora
[9] sohs_apsa,sonoraraiders
[8] james_escarcega,ocvarsityguy

Top Word Pairs in Tweet in G7:
[7] apsa_songongo,zickiie_s
[5] getseen360_,lerato_mol
[4] apsa_songongo,ewe
[4] apsa_songongo,lol
[3] please,help
[3] sucking,titties
[3] looking,students
[3] apsa_songongo,getseen360_
[2] france,south
[2] south,africa

Top Word Pairs in Tweet in G8:
[14] mpsanet,step_apsa
[11] apsa,diversity
[8] recipient,apsa
[8] diversity,fellowship
[8] record,attendance
[8] attendance,#mpsa2022
[8] #mpsa2022,much
[8] much,saw
[8] saw,apsa
[8] apsa,latino

Top Word Pairs in Tweet in G9:
[11] health,politics
[10] technology,politics
[10] member,apsa's
[10] apsa's,health
[10] politics,policy
[10] policy,section
[10] section,join
[10] join,today's
[10] today's,webinar
[10] webinar,4est

Top Word Pairs in Tweet in G10:
[22] state,politics
[16] early,research
[16] politics,policy
[15] start,early
[15] research,adventure
[15] adventure,cambridge
[15] cambridge,open
[15] open,engage
[15] engage,discover
[15] discover,content

Top Replied-To
Top Replied-To in Entire Graph:
@apsa_songongo
@imrankhanpti
@clumsybynature
@cricbuzz
@fancricket12
@s_badrinath
@sohs_apsa
@tamnci_
@jaannatbaloch
@envpolicycenter

Top Replied-To in G1:
@cricbuzz
@bajwakehtahaii
@pkmkbho__da
@tweetecricket

Top Replied-To in G2:

Top Replied-To in G3:
@yusakuhoriuchi
@paige_a_hill
@iuimpact
@thaleslcarvalho
@lucialhh
@emily_bech
@jaejaeykim2
@proflauradean
@apsatweets
@joseph_m_brown

Top Replied-To in G5:
@jointmeeting
@intmedabel
@ardehalihossein
@careyjans
@uabsom_apsa
@uwmstp
@garcialabs
@the_asci
@brichristophers

Top Replied-To in G6:
@sohs_apsa
@arnold_leos
@james_escarcega
@sonoraraiders
@lasernabaseball
@damienbaseball
@_walnutbaseball
@bobby_madrid
@glendorabasebal
@coachwitt_shs

Top Replied-To in G7:
@apsa_songongo
@clumsybynature
@tamnci_
@colderthan__ice
@sgasa_
@scelong
@lozaah
@leebellarossa
@zickiie_s
@cozminontsomi

Top Replied-To in G8:
@envpolicycenter
@purekimminess
@sbmitche
@jacob_montg
@kelly_zvobgo
@profhansnoel
@cruzita_osorio
@jillyonder
@shorna1

Top Replied-To in G9:
@jitp_apsa
@asparkspolsci
@davekarpf

Top Replied-To in G10:
@deholliday_ucla
@cambridgeup
@amandabittner
@womenalsoknow
@poliscimonica
@eplusgg

Top Mentioned
Top Mentioned in Entire Graph:
@cricbuzz
@sercantunali
@foundation
@a_p_s_a
@apsatweets
@sohs_apsa
@jointmeeting
@sonoraraiders
@pratikoffcialfc
@prernasehajpal

Top Mentioned in G1:
@cricbuzz
@onlycm97
@faahil

Top Mentioned in G2:
@alicanteplaza
@shibleytelhami

Top Mentioned in G3:
@apsatweets
@laurapuribe
@apsacivic
@migcitizenapsa
@kelseypnorman
@apsahumanrights
@maneesh_arora
@iusbennion
@curt_kedmonds
@apsa_edusection

Top Mentioned in G4:
@sercantunali
@foundation

Top Mentioned in G5:
@a_p_s_a
@jointmeeting
@uabsom_apsa
@the_asci
@freddytn
@muscatalystnews
@uabpathology
@arboledaval
@sophpacz
@adamwende

Top Mentioned in G6:
@sohs_apsa
@sonoraraiders
@fjuhsd
@ocvarsityguy
@james_escarcega
@ocsportszone
@arnold_leos
@ocvarsity
@sonoragbb
@daviddelgado_oc

Top Mentioned in G7:
@zickiie_s
@apsa_songongo
@getseen360_
@lerato_mol
@colderthan__ice
@uwfm88_106fm
@dumzamaswana
@thechosen_lady
@zikhonatshona
@sigujana_za

Top Mentioned in G8:
@mpsanet
@step_apsa
@reps_lab
@mpsalatino
@jessycobian22
@vcruznichols
@envpolicycenter
@rpr_journal
@amchatrchyan
@giorgiherenow

Top Mentioned in G9:
@thcallaghan
@apsa_itp
@shahin_saif
@patyrossini
@poli_com
@leticiabode
@lsawyered
@icahdq
@jitp_apsa
@vincentr

Top Mentioned in G10:
@apsa_spp
@cambridgeup
@apsa_preprints
@cup_polisci
@aaronrudkin
@sppqjournal
@mjnelson7
@psupolisci
@ana_bracic

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@stigmabaseo
@animatorspal
@john1966olsen
@russelltim151
@bcci
@vineet_kaka
@ml_ayuda
@convomfs
@dunyanews

Top Tweeters in G1:
@ajaythesrkfan
@universebos
@asli_superman
@sivaswarna2
@_saibharat
@shreyasmahajan1
@itz_satheesh3
@shoeb229
@beingyuvnaseer
@karthic18722690

Top Tweeters in G2:
@stigmabaseo
@steeviejobs
@sakalmedianews
@niha
@alicanteplaza
@ajjjuvarma
@ilsunshine
@mokotsu
@49_gimjini11
@53_hanjin_i

Top Tweeters in G3:
@renissance_1
@thetattooedprof
@walterdgreason
@cathyndavidson
@robinlturnerphd
@lilli_hopkins
@colwight
@heathbrown
@audieklotz
@castabulan

Top Tweeters in G4:
@animatorspal
@yurisannft
@retweets_nft
@nazquiat
@shall1432
@akachooeian
@aghaeemariam
@safarehonar
@juiceofficial2x
@women_nfts

Top Tweeters in G5:
@dynamicssiam
@lasoupy
@you_stem
@leonidkruglyak
@ascionline
@phdgprotein86
@aamctoday
@uclahealth
@johncchatham
@elife

Top Tweeters in G6:
@sgvtribune
@ocregister
@sgvnsports
@james_escarcega
@ocregsports
@ocvarsity
@leslukach
@elranchohs
@los_stuff
@ocvarsityguy

Top Tweeters in G7:
@sbadzmd
@makeitaquote
@lozaah
@shoun_b
@casspernyovest
@cozminontsomi
@thembimrototo
@bekithembaz
@mailandguardian
@whorochimaru69

Top Tweeters in G8:
@juanmanfredi
@david_darmofal
@envpolicycenter
@futuredrwillis
@laderafrutal
@sbmitche
@pablohernandezb
@purekimminess
@kelly_zvobgo
@realmabarreto

Top Tweeters in G9:
@donmoyn
@yvonnezlam
@bpoblete
@davekarpf
@vincentr
@benepstein55
@joshscacco
@karengrepin
@levynho_
@poli_com

Top Tweeters in G10:
@john1966olsen
@russelltim151
@r___83___o
@lorena_ep_
@ernestmaas55
@arc_atlantique
@anjel2569
@montyjaxon1
@sanfilippostev2
@hultinkatarina


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