APSA, Twitter, 1/16/2021 10:19:47 PM, 245792


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APSA_2021-01-16_13-05-25.xlsx
APSA_2021-01-16_13-05-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2021
Short Description:
APSA via NodeXL https://bit.ly/38QeLQD
@apsatweets
@benwansell
@hakeemjefferson
@mpfix1
@apsa_preprints
@johncuriel14
@futuredrwillis
@brendannyhan
@erinrpineda
@lindsaymayka

Top hashtags:
#apsa
#25thamendmentnow
#impeachtrumpnow
#polisci
#pakunitesmuslimworld

Description:
Description
The graph represents a network of 3,160 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 January 2021 at 21:08 UTC.

The requested start date was Saturday, 16 January 2021 at 01:01 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, 21-hour, 34-minute period from Saturday, 02 January 2021 at 03:22 UTC to Saturday, 16 January 2021 at 00:56 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 : 3160
Unique Edges : 2283
Edges With Duplicates : 3660
Total Edges : 5943
Number of Edge Types : 5
Tweet : 856
Replies to : 1106
Mentions : 917
Retweet : 1323
MentionsInRetweet : 1741
Self-Loops : 870
Reciprocated Vertex Pair Ratio : 0.0367958319765549
Reciprocated Edge Ratio : 0.0709798994974874
Connected Components : 723
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 866
Maximum Edges in a Connected Component : 2246
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.425274
Graph Density : 0.000318960093924932
Modularity : 0.532274
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 3,160 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 January 2021 at 21:08 UTC.

The requested start date was Saturday, 16 January 2021 at 01:01 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, 21-hour, 34-minute period from Saturday, 02 January 2021 at 03:22 UTC to Saturday, 16 January 2021 at 00:56 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:
[49] https://apsa.org/content/trump-dangerous-leader-apsaa-calls-removal
[32] https://apsa.org/content/trump-dangerous-leader-apsaa-calls-removal#.X_htK-39lHg.twitter
[27] https://twitter.com/APSAtweets/status/1347236882715967488
[20] https://twitter.com/apsatweets/status/1347236882715967488
[19] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.jpedsurg.org%2Farticle%2FS0022-3468%2820%2930840-X%2Ffulltext&rc=0
[11] https://politicalsciencenow.com/2020-apsa-doctoral-dissertation-research-improvement-grantees/
[11] https://politicalsciencenow.com/statement-on-the-insurrection-at-the-us-capitol/
[10] https://urbanaffairsreview.com/2021/01/14/apsa-urban-and-local-politics-section-seeks-nominations-for-2021-awards/
[10] https://politicalsciencenow.com/2021-apsa-rbsi-applications-due-january-15-2021-meet-2020-bunche-fellow-aryssa-harris/
[8] https://twitter.com/APSAtweets/status/1348722107077820418

Top URLs in Tweet in G1:
[9] https://politicalsciencenow.com/2021-apsa-rbsi-applications-due-january-15-2021-meet-2020-bunche-fellow-aryssa-harris/
[8] https://politicalsciencenow.com/2020-apsa-doctoral-dissertation-research-improvement-grantees/
[6] https://politicalsciencenow.com/2021-apsa-rbsi-applications-due-january-15-2021-meet-2020-bunche-fellow-tylir-fowler/
[6] https://twitter.com/APSAtweets/status/1347236882715967488
[5] https://politicalsciencenow.com/2021-apsa-rbsi-applications-due-january-15-2021-meet-2020-bunche-fellow-kaiyla-banks/
[5] https://politicalsciencenow.com/2021-apsa-rbsi-applications-due-january-15-2021-meet-2020-bunche-fellow-jacqueline-figueroa/
[5] https://twitter.com/AHAhistorians/status/1347611280182550528
[4] https://politicalsciencenow.com/2021-apsa-rbsi-applications-due-january-15-2021-meet-2020-bunche-fellow-kennedy-anderson/
[4] https://politicalsciencenow.com/2021-apsa-rbsi-applications-due-january-15-2021-meet-2020-bunche-fellow-alesha-lewis/
[4] https://twitter.com/apsatweets/status/1347236882715967488

Top URLs in Tweet in G2:
[23] https://apsa.org/content/trump-dangerous-leader-apsaa-calls-removal
[12] https://twitter.com/APSAtweets/status/1347236882715967488
[6] https://politicalsciencenow.com/statement-on-the-insurrection-at-the-us-capitol/
[6] https://twitter.com/apsatweets/status/1347236882715967488
[4] https://megayachtnews.com/2021/01/apsa-grand-tour-webinars-will-open-your-eyes-to-asia-pacific-cruising/
[3] https://www.chronicle.com/article/a-reckoning-for-political-science
[2] https://twitter.com/WilliamTurton/status/1346980282243678209
[2] https://apsa.org/sites/default/files/Statement_on_Democracy%20%282%29.pdf
[2] https://twitter.com/erinrpineda/status/1348024227950112772
[2] https://twitter.com/Tom_Pavone/status/1348300628414648321

Top URLs in Tweet in G3:
[2] https://twitter.com/alfie012/status/1349341849190854656
[2] https://songwhip.com/dumza-maswana/live-at-the-guild-theatre
[1] https://twitter.com/_soulic/status/1345338555397242885
[1] https://twitter.com/pastorthedj/status/1344929988987006976
[1] https://twitter.com/lxncesxlae/status/1345279104598372353
[1] https://twitter.com/fancytomboy/status/1345207415566983168
[1] https://twitter.com/babydineo_/status/1345370028288462849
[1] https://twitter.com/southside_millz/status/1345345700503162880
[1] https://twitter.com/pres98_/status/1345288298542018560
[1] https://twitter.com/dantizintle/status/1345352010783207424

Top URLs in Tweet in G4:
[5] https://preprints.apsanet.org/engage/apsa/article-details/5fef84160bf9660018a25976
[3] https://dx.doi.org/10.33774/apsa-2020-1xfvz-v2?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/APSA_Preprints/status/1346167898558013440
[2] https://dx.doi.org/10.33774/apsa-2021-kssx6?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[2] https://preprints.apsanet.org/engage/apsa/category-dashboard/5ce663395846762193c9c426?utm_source=hootsuite&utm_medium=twitter&utm_campaign=MNE_campaign
[2] https://preprints.apsanet.org/engage/apsa/article-details/5ff4c1a3c117aa0018121065
[2] https://twitter.com/montoya_celeste/status/1348723369076658176
[1] https://politicalsciencenow.com/statement-on-the-insurrection-at-the-us-capitol/
[1] https://dx.doi.org/10.33774/apsa-2021-thcl2?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter
[1] https://dx.doi.org/10.33774/apsa-2021-kssx6-v2?rft_dat=source%3Ddrss&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[8] https://apsa.org/content/trump-dangerous-leader-apsaa-calls-removal
[2] https://espaimagatzem.com/ca/la-professora/
[2] https://espaimagatzem.com/ca/el-ioga/
[2] https://twitter.com/PabloEchenique/status/1346528736187969544
[2] https://twitter.com/pabloechenique/status/1346528736187969544
[2] https://apsa.org/sites/default/files/Statement_on_Democracy%20%282%29.pdf
[1] https://www.vilaweb.cat/noticies/nomes-la-independencia-te-sentit/
[1] https://cadenaser.com/ser/2021/01/12/politica/1610472039_157420.html?ssm=tw
[1] https://twitter.com/AlbanoDante76/status/1349794598437216257
[1] https://www.presidenttorra.cat

Top URLs in Tweet in G6:
[1] https://twitter.com/apsatweets/status/1347236882715967488
[1] https://www.insidehighered.com/news/2021/01/12/political-science-association-apologizes-both-sides-statement
[1] https://politicalsciencenow.com/statement-condemning-the-violent-insurrection-at-the-u-s-capitol-expanded/
[1] https://twitter.com/torrespolisci/status/1348733945458925571
[1] https://twitter.com/apsatweets/status/1348722107077820418
[1] https://twitter.com/aspanational/status/1348722612827004936
[1] https://twitter.com/benwansell/status/1348038342265499648
[1] https://twitter.com/erinrpineda/status/1348024229770506241

Top URLs in Tweet in G7:
[4] https://duckofminerva.com/2021/01/want-to-improve-equity-and-inclusion-in-political-science-address-white-supremacy.html
[1] https://twitter.com/arthur_spirling/status/1348022872791527425
[1] https://twitter.com/chronicle/status/1350087858791587840
[1] https://twitter.com/ChristinaLadam/status/1348772080263696384
[1] https://twitter.com/brendannyhan/status/1349726103036977153
[1] https://twitter.com/APSAtweets/status/1347236882715967488
[1] https://www.apsanet.org/PROGRAMS/Doctoral-Dissertation-Research-Improvement-Grants/2020-DDRI-Grantees
[1] https://www.insidehighered.com/news/2021/01/12/political-science-association-apologizes-both-sides-statement#.X_2l_WkzDUE.twitter
[1] https://cddrl.fsi.stanford.edu/news/cddrl-statement-events-jan-6
[1] https://forms.gle/LTD17YP9VaP6LmQ49

Top URLs in Tweet in G8:
[1] https://apsa.org/content/trump-dangerous-leader-apsaa-calls-removal

Top URLs in Tweet in G9:
[3] https://convention2.allacademic.com/one/apsa/apsa21/
[2] https://twitter.com/apsatweets/status/1348456832331902979
[1] https://twitter.com/apsatweets/status/1347236882715967488
[1] https://twitter.com/APSAtweets/status/1348722107077820418
[1] https://twitter.com/apsatweets/status/1349012038283104262
[1] https://www.tandfonline.com/doi/full/10.1080/19331681.2020.1805389
[1] https://www.tandfonline.com/doi/abs/10.1080/19331681.2020.1871149
[1] https://twitter.com/rhetsoc/status/1349021370575941633
[1] https://twitter.com/benwansell/status/1348038342265499648

Top Domains
Top Domains in Tweet in Entire Graph:
[340] twitter.com
[95] apsa.org
[74] politicalsciencenow.com
[43] apsanet.org
[20] elsevierhealth.com
[10] chronicle.com
[10] urbanaffairsreview.com
[9] allacademic.com
[9] doi.org
[6] youtube.com

Top Domains in Tweet in G1:
[58] politicalsciencenow.com
[34] twitter.com
[6] apsanet.org
[3] allacademic.com
[1] egap.org
[1] google.com
[1] juliamarinhellwege.com
[1] socialsciencespace.com
[1] theguardian.com

Top Domains in Tweet in G2:
[77] twitter.com
[27] apsa.org
[7] chronicle.com
[6] politicalsciencenow.com
[4] apsanet.org
[4] megayachtnews.com
[2] apsa.in
[2] asanet.org
[2] shareaholic.com
[2] washingtonpost.com

Top Domains in Tweet in G3:
[105] twitter.com
[2] songwhip.com
[2] co.za
[1] youtube.com

Top Domains in Tweet in G4:
[19] apsanet.org
[13] twitter.com
[9] doi.org
[2] politicalsciencenow.com
[2] ow.ly
[1] edu.co
[1] nd.edu
[1] journalofdemocracy.org
[1] forbes.com

Top Domains in Tweet in G5:
[22] twitter.com
[10] apsa.org
[6] espaimagatzem.com
[3] vilaweb.cat
[3] elnacional.cat
[1] cadenaser.com
[1] presidenttorra.cat
[1] directa.cat
[1] octuvre.cat
[1] youtube.com

Top Domains in Tweet in G6:
[6] twitter.com
[1] insidehighered.com
[1] politicalsciencenow.com

Top Domains in Tweet in G7:
[5] twitter.com
[4] duckofminerva.com
[1] apsanet.org
[1] insidehighered.com
[1] stanford.edu
[1] forms.gle
[1] google.com

Top Domains in Tweet in G8:
[1] apsa.org

Top Domains in Tweet in G9:
[7] twitter.com
[3] allacademic.com
[2] tandfonline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[82] apsa
[33] 25thamendmentnow
[32] impeachtrumpnow
[17] polisci
[16] pakunitesmuslimworld
[15] apsa2021
[10] eu
[10] zillonlife
[9] africa
[7] credibility



Top Hashtags in Tweet in G1:
[6] apsa2021
[4] civicengagement
[3] oer
[3] apsaeducate
[2] apsa
[2] amgovt
[1] polisci
[1] blackgirlmagic
[1] notinmyname
[1] poliscitwitter

Top Hashtags in Tweet in G2:
[11] apsa
[1] monsignorcostanzo
[1] myfollower
[1] unbaciofatato
[1] politicalscience
[1] academicchatter
[1] mpsa
[1] poliscitwitter
[1] autoescola
[1] autoescolaapsa

Top Hashtags in Tweet in G3:
[4] level5
[3] datemyfamily
[2] savsl
[2] covidsecondwave
[2] vaccineforsouthafrica
[2] ttwb
[2] ramaphosa
[2] riplindiwendlovu
[1] mytype
[1] gomora

Top Hashtags in Tweet in G4:
[13] polisci
[12] apsa
[2] justriot
[2] gametheory
[2] populism
[2] covid
[1] covid19
[1] coronavirus
[1] anthropocene

Top Hashtags in Tweet in G5:
[5] 14f
[3] presospolítics
[2] vaga8n
[2] freeassange
[2] ensensortirem
[2] últimahora
[2] isabelclarasimó
[1] efectoilla
[1] adriettenimacasa
[1] amnestynow

Top Hashtags in Tweet in G6:
[3] apsa
[3] fdi
[3] natsec
[3] ipe
[1] politicalscience

Top Hashtags in Tweet in G7:
[4] civmil

Top Hashtags in Tweet in G8:
[1] onev1
[1] wtpblue
[1] demvoice1

Top Hashtags in Tweet in G9:
[6] apsa2021
[2] socialmedia
[2] hatespeech

Top Words
Top Words in Tweet in Entire Graph:
[2093] apsa
[390] ka
[369] help
[364] statement
[286] please
[277] apsatweets
[263] sa
[262] 2021
[247] nahi
[234] month

Top Words in Tweet in G1:
[354] apsa
[235] apsatweets
[128] 2021
[127] statement
[93] both
[85] sides
[72] january
[65] political
[60] 2020
[55] due

Top Words in Tweet in G2:
[237] apsa
[36] statement
[25] political
[23] need
[20] apsaa
[17] id
[16] trump
[16] battle
[16] backup
[16] lvl

Top Words in Tweet in G3:
[148] apsa_songongo
[27] sgasa_
[24] president_kamo
[20] please
[14] need
[13] guys
[12] iâ
[12] lol
[11] year
[11] mntane_thongo

Top Words in Tweet in G4:
[74] apsa
[31] apsa_preprints
[24] covid
[23] interested
[20] students
[18] together
[17] papers
[17] naymaqayum
[17] colleenwood_
[17] polisci

Top Words in Tweet in G5:
[47] els
[37] amb
[31] és
[22] hi
[19] krls
[18] cal
[16] fer
[16] belga
[16] més
[15] lâ

Top Words in Tweet in G6:
[76] apsa
[65] statement
[55] benwansell
[54] council
[54] both
[53] sides
[51] member
[50] afraid
[50] includes
[50] unfortunate

Top Words in Tweet in G7:
[78] apsa
[24] statement
[18] brendannyhan
[14] political
[11] make
[9] more
[9] apsatweets
[9] smsaideman
[8] conference
[8] panel

Top Words in Tweet in G8:
[58] much
[58] more
[58] politics
[58] delusional
[58] psychopath
[58] clear
[58] present
[58] danger
[58] health
[57] itsmemsvee

Top Words in Tweet in G9:
[57] apsa
[24] paper
[24] papers
[23] self
[22] mpfix1
[22] organized
[22] sections
[22] starting
[22] make
[22] calls

Top Words in Tweet in G10:
[339] help
[339] ka
[227] nahi
[226] please
[226] mom
[226] month
[226] sa
[226] leya
[226] rahi
[114] apsa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[226] ka,leya
[181] both,sides
[116] apsa,statement
[116] please,help
[114] ap,sa
[114] ho,saka
[113] help,mom
[113] mom,month
[113] month,sa
[113] sa,bimar

Top Word Pairs in Tweet in G1:
[77] both,sides
[54] 2021,apsa
[49] apsatweets,apsa
[47] applications,due
[46] apsa,rbsi
[46] rbsi,applications
[46] january,15
[46] 15,2021
[46] 2021,meet
[46] meet,2020

Top Word Pairs in Tweet in G2:
[17] apsa,statement
[16] battle,id
[16] id,need
[16] need,backup
[16] backup,lvl
[13] both,sides
[11] political,science
[10] dangerous,leader'
[10] leader',apsaa
[10] apsaa,calls

Top Word Pairs in Tweet in G3:
[6] apsa_songongo,president_kamo
[5] ogee_jay09,sindivanzyl
[4] tresphonic,kaizerchiefs
[4] please,retweet
[4] port,elizabeth
[4] aye,aye
[4] ovayo_booi,ogee_jay09
[4] apsa_songongo,lol
[4] apsa_songongo,mntane_thongo
[3] business,leaders

Top Word Pairs in Tweet in G4:
[17] polisci,grad
[17] grad,students
[17] students,who've
[17] who've,rework
[17] rework,fieldwork
[17] fieldwork,covid
[17] covid,interested
[17] interested,putting
[17] putting,together
[17] together,digital

Top Word Pairs in Tweet in G5:
[6] lâ,estat
[6] justícia,belga
[6] president,krls
[5] estat,espanyol
[5] conseller,lluispuiggordi
[4] resultats,electorals
[4] presos,polítics
[4] lâ,ãºnic
[4] tots,els
[4] llaã,groc

Top Word Pairs in Tweet in G6:
[53] apsa,council
[53] both,sides
[50] member,apsa
[50] council,afraid
[50] afraid,statement
[50] statement,includes
[50] includes,unfortunate
[50] unfortunate,phrase
[50] phrase,both
[49] benwansell,member

Top Word Pairs in Tweet in G7:
[8] panel,civ
[8] civ,mil
[8] mil,covid
[7] political,scientist
[6] apsa,statement
[6] open,letter
[6] smsaideman,apsa
[5] putting,together
[5] apsa,2021
[5] johncuriel14,political

Top Word Pairs in Tweet in G8:
[58] much,more
[58] more,politics
[58] politics,delusional
[58] delusional,psychopath
[58] psychopath,clear
[58] clear,present
[58] present,danger
[58] danger,health
[57] itsmemsvee,much

Top Word Pairs in Tweet in G9:
[22] apsa,organized
[22] organized,sections
[22] sections,starting
[22] starting,make
[22] make,calls
[22] calls,awards
[22] awards,books
[22] books,papers
[22] papers,etc
[22] etc,junior

Top Word Pairs in Tweet in G10:
[226] ka,leya
[113] please,help
[113] help,mom
[113] mom,month
[113] month,sa
[113] sa,bimar
[113] bimar,mare
[113] mare,mom
[113] mom,ka
[113] leya,har

Top Replied-To
Top Replied-To in Entire Graph:
@apsa_songongo
@apsatweets
@apsacaa
@sgasa_
@president_kamo
@amanda_umxhosa
@lizwi_g
@brendannyhan
@naaz87338417
@sihle_akhonab

Top Replied-To in G1:
@apsatweets
@hakeemjefferson
@kelly_zvobgo
@suboticjelena
@unlawfulentries
@stephenroylance
@rebeccakreitzer
@jlove1982
@drsteveu
@smotus

Top Replied-To in G2:

Top Replied-To in G3:
@apsa_songongo
@sgasa_
@president_kamo
@lizwi_g
@amanda_umxhosa
@sihle_akhonab
@siisanda_giiven
@mntane_thongo
@ta_chad
@x__hle

Top Replied-To in G4:
@profmusgrave
@sgadarian
@erin_cikanek
@abhworthington
@john_conybeare
@oliverstuenkel
@grubbsbl
@_mhiebert
@carolyneholmes
@gistspace

Top Replied-To in G5:
@coronadades
@albanodante76
@pabloiglesias
@perearagones
@housegop
@jeffreyguterman
@senatemajldr

Top Replied-To in G6:
@benwansell
@jrhopkin
@drjennings
@miambloom
@benrosamond1
@kcroninfurman

Top Replied-To in G7:
@brendannyhan
@seandehrlich
@cjw_phd
@mcopelov
@nathankalmoe
@zackbeauchamp
@lagassephilippe
@powerofacademe
@msgsxr
@naunihalpublic

Top Replied-To in G9:
@_dbp_
@aspaglayan
@imhartshorn
@engagedscholar
@mpfix1

Top Replied-To in G10:
@sonusood
@idevadhikari
@starjalsha_
@paramspeak
@sayantika12
@mimichakraborty
@subhashreesotwe
@itsmeabir
@prosenjitbumba
@swastika24

Top Mentioned
Top Mentioned in Entire Graph:
@apsatweets
@benwansell
@itsmemsvee
@the_observer_1
@psychoanalysis_
@apsa_preprints
@erinrpineda
@mpfix1
@pomeps
@hakeemjefferson

Top Mentioned in G1:
@apsatweets
@hakeemjefferson
@thwillow
@catherinedvries
@kelly_zvobgo
@cmslaughter_
@kielacrabtree
@kylesrapp
@ucla_rep
@alicirone

Top Mentioned in G2:
@rosharonn
@upanizza
@joeldbloom

Top Mentioned in G3:
@apsa_songongo
@president_kamo
@kaizerchiefs
@nkanyiso_ngqulu
@mntane_thongo
@ogee_jay09
@sindivanzyl
@bra_daki
@nkosana_mashigo
@ovayo_booi

Top Mentioned in G4:
@apsa_preprints
@naymaqayum
@colleenwood_
@cup_polisci
@lpachter
@victor_asal
@jmerilainen
@apsatweets
@vatt_research
@uniturku

Top Mentioned in G5:
@krls
@pabloechenique
@dracdolot
@lluispuiggordi
@albanodante76
@gallifantes
@joseprull
@speakerpelosi
@jessicaalbiach
@lluis_llach

Top Mentioned in G6:
@benwansell
@apsatweets
@sarahbauerle
@chrisbrooke
@annameierps
@aspanational
@judgelord
@chongjaian
@raulpacheco
@colinrtalbot

Top Mentioned in G7:
@brendannyhan
@smsaideman
@apsatweets
@johncuriel14
@mcopelov
@nathankalmoe
@jennifernvictor
@chronicle
@graniteprof
@sam_rosenfeld

Top Mentioned in G8:
@itsmemsvee

Top Mentioned in G9:
@mpfix1
@jitp_apsa
@cshogan276
@cdkromp
@enomalas
@ifpistemology
@garibaldovaldez
@hakeemjefferson
@apsatweets
@aspaglayan

Top Mentioned in G10:
@sonusood
@hamdanmohammed
@beingsalmankhan
@iamsrk
@idevadhikari
@iamnehakakkar
@olyakurylenko
@paoli_d
@dev_pvtltd
@ajaydevgn

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sddphoto
@russelltim151
@mstepczyk
@shirfire218
@vlovesanimals
@sindivanzyl
@rodneyclaeys
@xhosa_goddess
@mcclure111

Top Tweeters in G1:
@mame6432
@janniaragon
@mamurphymaureen
@pkanagaratnam
@harriekd
@siadasha
@juanrive
@yaremchuk_v
@ebizarch
@lisazucker3

Top Tweeters in G2:
@cas_2050001283
@brokenwing2005
@rioempregocerto
@makassaronlinee
@norm_farrell
@melaion
@stacydvandeveer
@dingdinhg
@algarvemailcom
@malch

Top Tweeters in G3:
@sindivanzyl
@xhosa_goddess
@skinglo_afro
@foyinog
@nkanyiso_ngqulu
@tumisole
@2021africa
@monatexo
@lelowhatsgood
@vuyo_unchained

Top Tweeters in G4:
@russelltim151
@raulpacheco
@victor_asal
@blainehashimoto
@alessandroerick
@jlove1982
@sgadarian
@abhworthington
@drschweitzer
@dadakim

Top Tweeters in G5:
@elnacionalcat
@jeffreyguterman
@davidgr1714
@lauraborras
@chrislhayes
@esquerra_erc
@tv3cat
@boye_g
@jcanadellb
@gallifantes

Top Tweeters in G6:
@ambrowoll
@texasinafrica
@chris_levesque_
@thestackscat
@colinrtalbot
@amwclarklaw
@sarahchurchwell
@erikloomis
@pjdunleavy
@keefs

Top Tweeters in G7:
@smsaideman
@joke2power
@theplumlinegs
@laseptiemewilay
@stephaniecarvin
@brendannyhan
@mmmmeggie
@naunihalpublic
@graniteprof
@djgalbreath

Top Tweeters in G8:
@persistentpengn
@my2twh
@queenymom
@jmreycroft
@bright8694
@sherrillmoss
@alxellt0308
@lalaej
@dupergramp
@angie_keathly

Top Tweeters in G9:
@anthropobscene
@andreamatranga
@stuckeymary
@abjrphd
@mayraxherrera
@kyllikkirytova
@decustecu
@drtoddacurry
@palapid
@abu_casey

Top Tweeters in G10:
@filmfare
@bollyhungama
@iamsrk
@beingsalmankhan
@goldman
@sakshijoshii
@mikasingh
@aroyfloyd
@erickschonfeld
@savvygupta


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