ASA2023, Twitter, 8/23/2023 3:20:32 AM, 292281


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ASA2023 X/Twitter NodeXL SNA Map and Report for Wednesday, 23 August 2023 at 02:12 UTC
ASA2023 X/Twitter NodeXL SNA Map and Report for Wednesday, 23 August 2023 at 02:12 UTC
From:
marc_smith
Uploaded on:
August 23, 2023
Short Description:
ASA2023 via NodeXL https://bit.ly/45wr6UQ
@asanews
@prof_kennedy
@emancipatorylab
@victorerikray
@ucpress
@prudencelcarter
@ericklinenberg
@timr100
@michaelrosino
@nedasoc

Top hashtags:
#ASA2023
#asa2023
#SSSP2023
#ABSoc2023
#sociology
#Sociology
#EMCA
#ABS2023
#ASA

Description:
Description
The graph represents a network of 2,151 X/Twitter users whose recent tweets contained "ASA2023", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/18/2023 12:00:00 AM and 8/22/2023 7:11:46 PM. The network was obtained from Twitter on Wednesday, 23 August 2023 at 03:14 UTC.

The tweets in the network were tweeted over the 407-day, 8-hour, 23-minute period from Monday, 11 July 2022 at 17:43 UTC to Wednesday, 23 August 2023 at 02:07 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 : 2151
Unique Edges : 4865
Edges With Duplicates : 3373
Total Edges : 8238
Number of Edge Types : 9
Retweet : 2583
MentionsInRetweet : 2178
Tweet : 589
Quote : 174
Mentions : 1214
MentionsInQuote : 204
MentionsInReplyTo : 1093
Replies to : 201
MentionsInQuoteReply : 2
Self-Loops : 970
Reciprocated Vertex Pair Ratio : 0.0764657646576466
Reciprocated Edge Ratio : 0.142068177490002
Connected Components : 120
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 1933
Maximum Edges in a Connected Component : 7894
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.832837
Graph Density : 0.00113543727633443
Modularity : 0.403528
NodeXL Version : 1.0.1.520
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292280
Data Import : The graph represents a network of 2,151 Twitter users whose recent tweets contained "ASA2023", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 8/18/2023 12:00:00 AM and 8/22/2023 7:11:46 PM. The network was obtained from Twitter on Wednesday, 23 August 2023 at 03:14 UTC.

The tweets in the network were tweeted over the 407-day, 8-hour, 23-minute period from Monday, 11 July 2022 at 17:43 UTC to Wednesday, 23 August 2023 at 02:07 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 : TwitterSearch3
Graph Term : ASA2023
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:
[17] http://bit.ly/3Ol2es4
[10] http://z.umn.edu/asa23
[9] https://bit.ly/3rRRhXm
[8] https://tinyurl.com/2p8ev4k2
[7] https://bit.ly/3QIJt4G
[6] https://doi.org/10.1016%2Fj.ssmqr.2022.100167
[6] https://www.ucpress.edu/book/9780520355606/the-holy-vote
[6] https://bit.ly/3Ol2es4
[6] https://jobs.rutgers.edu/postings/207153
[5] http://rb.gy/tr0lv

Top URLs in Tweet in G1:
[2] https://www.sup.org/books/title/?id=30789
[2] https://bit.ly/3rRRhXm
[1] https://www.sup.org/books/title/?id=31248
[1] https://www.sup.org/books/title/?id=30308
[1] https://www.sup.org/books/title/?id=31816
[1] https://sup.org
[1] http://sup.org
[1] https://www.sup.org/books/title/?id=32851
[1] https://www.sup.org/books/title/?id=34279
[1] https://www.sup.org/books/title/?id=28770

Top URLs in Tweet in G2:
[6] https://www.ucpress.edu/book/9780520355606/the-holy-vote
[4] https://www.ucpress.edu/page/asa-sociology-2023
[3] https://www.ucpress.edu/book/9780520384545/in-this-place-called-prison
[2] https://www.ucpress.edu/book/9780520390669/qualitative-literacy
[2] https://bit.ly/3rRRhXm
[2] https://apply.interfolio.com/129805
[1] https://www.ucpress.edu/book/9780520379053/we-thought-it-would-be-heaven
[1] https://www.ucpress.edu/book/9780520301290/aging-in-america
[1] https://ow.ly/85kb50PzFTO
[1] https://www.ucpress.edu/blog/62973/where-are-the-men/

Top URLs in Tweet in G3:
[8] https://tinyurl.com/2p8ev4k2
[7] https://bit.ly/3QIJt4G
[5] https://bit.ly/3rRRhXm
[4] https://bit.ly/3OEWY3C
[4] https://revcom.us/en/revcoms-american-sociological-association-conference-philly
[3] https://manchesteruniversitypress.co.uk/sociology/series/
[3] https://bit.ly/utp_sociology
[2] https://manchesteruniversitypress.co.uk/sociology/
[2] https://uncpress.org/amsocassn-virtual-exhibit/
[1] https://bit.ly/44qdt9n

Top URLs in Tweet in G4:
[1] https://www.nytimes.com/2023/08/22/opinion/bama-rush-tiktok-race.html
[1] https://twitter.com/StrictScrutiny_
[1] https://journals.sagepub.com/doi/full/10.1177/23294965211024671
[1] https://journals.sagepub.com/doi/full/10.1177/0011392119869051
[1] https://www.linkedin.com/in/juho-korhonen-b985b379/?originalSubdomain=fi
[1] https://en.wikipedia.org/wiki/Markku_Kivinen
[1] https://research.abo.fi/en/persons/mikko-lagerspetz
[1] https://independent.academia.edu/KarmoKroos
[1] https://forgeorganizing.org/article/building-resilient-organizations

Top URLs in Tweet in G5:
[2] https://ow.ly/14n650PyWAw
[1] https://twitter.com/ASAnews/status/1693001206140940302?s=20
[1] https://www.newyorker.com/magazine/2015/01/12/outside-game
[1] https://tinyurl.com/24foor6e
[1] https://ow.ly/v5VX50PyWcR

Top URLs in Tweet in G6:
[5] https://doi.org/10.1016%2Fj.ssmqr.2022.100167
[2] https://bit.ly/3KbM1UN
[1] https://convention2.allacademic.com/one/asa/asa23/index.php?cmd=Online+Program+View+Selected+Day+Submissions&selected_day=2023-08-18&program_focus=browse_by_day_submissions&PHPSESSID=111e9kjulk79lpikdn9evnu96p
[1] https://goo.gl/maps/vh2tf8Je5t4yH8VJ9
[1] https://bit.ly/3KzTywE

Top URLs in Tweet in G7:
[3] http://penguinrandomhouse.com
[1] https://bit.ly/3qpx4aU
[1] https://bit.ly/3Ou3dpJ
[1] https://sociologicalscience.com/articles-v10-10-332/
[1] https://comurb.org/2023/06/12/2023-section-award-winners/
[1] https://www.tandfonline.com/doi/full/10.1080/1369118X.2023.2245873
[1] http://berghahnbooks.com/asa
[1] https://www.bostonglobe.com/2023/08/15/metro/harvard-kennedy-school-joan-donovan-boston-university-disinformation/

Top URLs in Tweet in G8:
[4] https://jobs.rutgers.edu/postings/207153
[1] https://jobs.colostate.edu/postings/132210
[1] https://docs.google.com/presentation/d/1ysQnUSHN0D2xAW-8wjF7HrpNDyCWCWna/edit?usp=sharing&ouid=118283821914335240542&rtpof=true&sd=true
[1] http://z.umn.edu/asa23
[1] https://www.routledge.com/Why-Place-Matters-Place-and-Place-Attachment-for-Older-Adults/Weil/p/book/9781032450278
[1] http://spr.ly/6019PcxRW

Top URLs in Tweet in G9:
[1] https://sciences.social
[1] https://osf.io/preprints/socarxiv/2dve6/
[1] https://bit.ly/3hizwbw
[1] https://bit.ly/3KzTywE

Top URLs in Tweet in G10:
[17] http://bit.ly/3Ol2es4
[6] https://bit.ly/3Ol2es4
[1] https://goo.gl/maps/YQF7zygxUhzkAyxB7
[1] https://tinyurl.com/2y6uqvos
[1] http://www.asafamilysection.com/blog
[1] https://a.co/d/7HrgxW9

Top Domains
Top Domains in Tweet in Entire Graph:
[64] bit.ly
[49] tinyurl.com
[41] ucpress.edu
[14] ow.ly
[13] sup.org
[10] umn.edu
[8] sagepub.com
[7] co.uk
[6] doi.org
[6] rutgers.edu

Top Domains in Tweet in G1:
[10] sup.org
[9] tinyurl.com
[2] ucpress.edu
[2] princeton.edu
[2] asanet.org
[2] jgarciahallett.com
[2] bit.ly
[2] facebook.com
[1] buff.ly
[1] sagepub.com

Top Domains in Tweet in G2:
[37] ucpress.edu
[16] tinyurl.com
[4] ow.ly
[4] sagepub.com
[3] bit.ly
[3] contexts.org
[2] sup.org
[2] interfolio.com
[1] goo.gl
[1] tandfonline.com

Top Domains in Tweet in G3:
[23] bit.ly
[10] tinyurl.com
[6] co.uk
[6] uncpress.org
[4] ow.ly
[4] revcom.us
[2] ift.tt
[1] uncpressblog.com
[1] umn.edu
[1] lemonde.fr

Top Domains in Tweet in G4:
[2] sagepub.com
[1] nytimes.com
[1] twitter.com
[1] linkedin.com
[1] wikipedia.org
[1] abo.fi
[1] academia.edu
[1] forgeorganizing.org

Top Domains in Tweet in G5:
[3] ow.ly
[1] twitter.com
[1] newyorker.com
[1] tinyurl.com

Top Domains in Tweet in G6:
[5] doi.org
[3] bit.ly
[1] allacademic.com
[1] goo.gl

Top Domains in Tweet in G7:
[3] penguinrandomhouse.com
[2] bit.ly
[1] sociologicalscience.com
[1] comurb.org
[1] tandfonline.com
[1] berghahnbooks.com
[1] bostonglobe.com

Top Domains in Tweet in G8:
[4] rutgers.edu
[1] colostate.edu
[1] google.com
[1] umn.edu
[1] routledge.com
[1] spr.ly

Top Domains in Tweet in G9:
[2] bit.ly
[1] sciences.social
[1] osf.io

Top Domains in Tweet in G10:
[23] bit.ly
[1] goo.gl
[1] tinyurl.com
[1] asafamilysection.com
[1] a.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2986] ASA2023
[75] asa2023
[42] SSSP2023
[37] ABSoc2023
[36] sociology
[31] Sociology
[27] EMCA
[20] ABS2023
[16] ASA
[15] FFData



Top Hashtags in Tweet in G1:
[713] ASA2023
[31] asa2023
[15] SSSP2023
[14] ABS2023
[14] ABSoc2023
[11] digitalsociologist
[9] ASA
[9] SocAF
[8] Sociology
[8] SWS2023

Top Hashtags in Tweet in G2:
[648] ASA2023
[12] ReadUP
[8] asa2023
[6] ColorOfAsylum
[5] class
[5] NUswagger
[3] religion
[3] sociology
[3] SSSP2023
[3] inequality

Top Hashtags in Tweet in G3:
[356] ASA2023
[14] FFData
[12] asa2023
[11] sociology
[8] Sociology
[6] sssp2023
[5] SSSP2023
[4] LexingtonBooks
[4] PunishingPlaces
[3] SSSP23

Top Hashtags in Tweet in G4:
[24] ASA2023
[3] GATSociology
[2] SCOTUS
[2] StudentDebt
[2] KnowledgeCulturalSociology
[1] BamaRush
[1] TikTokSociology
[1] SociologyMatters
[1] HigherEducation
[1] SocProf

Top Hashtags in Tweet in G5:
[147] ASA2023
[8] sociology
[6] asa2023
[1] IYKYK
[1] digitalsociologist
[1] Conservatorship

Top Hashtags in Tweet in G6:
[128] ASA2023
[14] ABSoc2023
[6] Philadelphia
[6] Disability
[6] SSSP2023
[5] ABS2023
[4] Palestine
[3] ASA2024
[3] asa2023
[3] hiphop

Top Hashtags in Tweet in G7:
[117] ASA2023
[3] asa2023
[3] climate
[3] politics
[2] Housing
[2] sssp2023
[2] colonial
[2] CBSM
[1] ColorOfAsylum
[1] religion

Top Hashtags in Tweet in G8:
[99] ASA2023
[6] SSSP2023
[4] Sociology
[3] asa2023
[1] sssp2023
[1] SnackFlack
[1] gerotwitter
[1] QuestioningMyLifeChoices
[1] JustKidding
[1] Women

Top Hashtags in Tweet in G9:
[88] ASA2023
[2] Asake02Arena
[1] publicsociology
[1] ASA
[1] reproductivepolitics
[1] abortion
[1] BurningMan
[1] OpenAccess
[1] emiratevibescommunity
[1] Trending

Top Hashtags in Tweet in G10:
[107] ASA2023
[9] Conference
[7] PSIDdata
[3] AcademicTwitter
[2] SociologyInsights
[2] Covid19
[2] Sociology
[2] SSSP2023
[2] ASA
[1] UrbanSociology

Top Words
Top Words in Tweet in Entire Graph:
[3061] #asa2023
[693] book
[556] asanews
[437] sociology
[369] award
[281] see
[280] work
[250] panel
[247] today
[237] booth

Top Words in Tweet in G1:
[744] #asa2023
[184] book
[139] asanews
[125] award
[93] sociology
[75] panel
[72] student
[69] work
[68] see
[67] thanks

Top Words in Tweet in G2:
[656] #asa2023
[226] book
[120] award
[105] asanews
[104] ucpress
[100] sociology
[93] 40
[83] work
[78] present
[77] section

Top Words in Tweet in G3:
[368] #asa2023
[207] asanews
[109] book
[78] booth
[57] see
[56] 2023
[53] award
[51] sociology
[46] stop
[42] conference

Top Words in Tweet in G4:
[24] #asa2023
[22] emanabdelhadi
[21] asanews
[20] iatefsaid
[19] richardmole
[19] edwinackerman
[19] joseitzigsohn
[19] maryamalemzadeh
[19] larsjonathan
[19] binxuatlanta

Top Words in Tweet in G5:
[153] #asa2023
[78] take
[77] ericklinenberg
[73] over
[73] few
[72] howie
[72] head
[72] profile
[72] minutes
[72] adam

Top Words in Tweet in G6:
[131] #asa2023
[26] book
[25] award
[23] sociology
[20] asanews
[20] absociologists
[18] section
[17] see
[15] research
[14] asa

Top Words in Tweet in G7:
[120] #asa2023
[29] uchicagopress
[21] sociology
[20] books
[15] book
[14] people
[14] conference
[14] day
[13] meeting
[13] two

Top Words in Tweet in G8:
[102] #asa2023
[60] hiring
[56] sociology
[48] hey
[48] race
[48] ethnicity
[47] college
[47] prof
[47] smith
[47] tt

Top Words in Tweet in G9:
[89] #asa2023
[12] year
[11] great
[11] philly
[11] sociology
[10] see
[10] time
[8] session
[8] meet
[8] research

Top Words in Tweet in G10:
[107] #asa2023
[34] level
[31] 2023
[26] join
[26] marriott
[22] 19
[22] philadelphia
[22] panel
[21] today
[21] schedule

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[106] book,award
[91] #asa2023,take
[91] sociology,hiring
[89] hey,#asa2023
[88] tt,assistant
[86] hiring,tt
[86] head,over
[84] over,#asa2023
[84] race,ethnicity
[83] before,head

Top Word Pairs in Tweet in G1:
[54] paper,award
[54] student,paper
[39] graduate,student
[25] book,award
[24] asanews,#asa2023
[24] booth,#asa2023
[23] see,book
[20] many,thanks
[18] book,forum
[18] doctavalle,dr

Top Word Pairs in Tweet in G2:
[55] book,award
[52] qualitative,literacy
[48] award,available
[48] 40,ucpress
[48] won,year's
[48] literacy,won
[48] year's,methodology
[48] methodology,section
[48] available,40
[48] section,book

Top Word Pairs in Tweet in G3:
[33] receives,2023
[25] exhibit,hall
[24] asanews,#asa2023
[23] convention,center
[22] #asa2023,asanews
[19] pennsylvania,convention
[18] see,book
[18] dissertation,award
[18] 2023,dissertation
[17] tracing,sonic

Top Word Pairs in Tweet in G4:
[19] maryamalemzadeh,seattlesquinn
[19] cicojournal,joseitzigsohn
[19] georgemonbiot,iatefsaid
[19] stanfordpress,emanabdelhadi
[19] strandedworkers,aninditaadhik13
[19] lisahajjar,globalvoices
[19] lizaweinstein,cicojournal
[19] sociologica_,esa_sociology
[19] victoriadreyes,lizaweinstein
[19] timbartley99,uhm_sociology

Top Word Pairs in Tweet in G5:
[72] #asa2023,take
[72] adam,gopnik's
[72] becker,newyorker
[72] take,few
[72] profile,howie
[72] howie,becker
[72] head,over
[72] gopnik's,profile
[72] read,adam
[72] minutes,read

Top Word Pairs in Tweet in G6:
[10] absociologists,#asa2023
[9] asanews,asadisability
[7] handbook,sociology
[7] happy,see
[7] #asa2023,robyn_lb
[7] #asa2023,#absoc2023
[7] sociology,disability
[7] see,handbook
[7] asadisability,#asa2023
[7] disability,asanews

Top Word Pairs in Tweet in G7:
[13] honorable,mention
[8] fashion,report
[8] booth,#asa2023
[8] conference,fashion
[8] academic,conference
[7] books,uchicagopress
[7] proud,one
[7] american,sociological
[7] fray,came
[7] #asa2023,above

Top Word Pairs in Tweet in G8:
[48] hey,#asa2023
[48] race,ethnicity
[47] tt,assistant
[47] #asa2023,smith
[47] ability,teach
[47] sociology,hiring
[47] smith,college
[47] prof,focus
[47] ethnicity,ability
[47] hiring,tt

Top Word Pairs in Tweet in G9:
[4] next,year
[3] philly,#asa2023
[3] old,friends
[3] time,#asa2023
[3] everyone,#asa2023
[3] looking,forward
[3] exhibit,hall
[3] morning,#asa2023
[2] sociology,research
[2] year,round

Top Word Pairs in Tweet in G10:
[17] marriott,philadelphia
[17] philadelphia,downtown
[17] 19,2023
[15] full,schedule
[15] downtown,level
[14] 2023,pm
[13] franklin,hall
[13] level,franklin
[13] here's,full
[11] convention,center

Top Replied-To
Top Replied-To in Entire Graph:
@lurenavalerio
@asa2023_xoxo
@utakata_672317
@asanews
@yomosue_kana
@yuzu_asa2023
@nkim_m
@whodatphd
@yuika_chanyu_
@nekosaikyooo

Top Replied-To in G1:
@asanews
@jd_daw
@rinreczek
@mauricewfp
@blackfemsoc
@mrafalow
@ruralannie
@sgbuggs
@prudencelcarter
@shawntaemitchum

Top Replied-To in G2:
@whodatphd
@profmmurray
@louise_seamster
@c_j_pascoe
@marioluissmall
@sarahdief
@drklittlej
@tysonbrown
@tichavakunda

Top Replied-To in G3:
@asanews
@b_classic
@uabsociology

Top Replied-To in G4:
@lurenavalerio
@brownuniversity
@dystateofmind

Top Replied-To in G5:
@phdamaka

Top Replied-To in G6:
@asanews
@g_ciciurkaite
@prudencelcarter

Top Replied-To in G7:
@merylalper
@nedasoc
@osulawdepc
@asanews

Top Replied-To in G10:
@ellenclamont

Top Mentioned
Top Mentioned in Entire Graph:
@asanews
@ucpress
@prudencelcarter
@ericklinenberg
@newyorker
@stanfordpress
@jessicacalarco
@victorerikray
@timr100
@jean23bean

Top Mentioned in G1:
@asanews
@prudencelcarter
@ucpress
@prof_cov
@princetonupress
@umsociology
@zakiyaluna
@stanfordpress
@rhacel
@kelley_fong

Top Mentioned in G2:
@asanews
@ucpress
@jessicacalarco
@victorerikray
@louise_seamster
@schuessler_iu
@danielrmorrison
@prudencelcarter
@profmmurray
@tichavakunda

Top Mentioned in G3:
@asanews
@unc_press
@lauragarbes
@prudencelcarter
@derronwallace
@rlpgbooks
@newdayfilms
@_miabrantley
@asamedsoc
@kathrynedin

Top Mentioned in G4:
@emanabdelhadi
@asanews
@kubikjan
@aseeestudies
@richardmole
@jcbehrends
@wojsadurski
@georgemonbiot
@iatefsaid
@bhbradlow

Top Mentioned in G5:
@ericklinenberg
@newyorker
@lizault
@dukepress
@asanews
@iatefsaid
@michsmirnova
@asasexualities
@liz_chiarello
@prudencelcarter

Top Mentioned in G6:
@asanews
@absociologists
@asa_skat
@robyn_lb
@uwpbooks
@asadisability
@ayosekai
@d_pettinicchio
@larryau
@ucpress

Top Mentioned in G7:
@uchicagopress
@alexhanna
@nkwarikoo
@dromishai
@mrafalow
@bostonjoan
@nanjala1
@ftripodi
@mitpress
@eidlin

Top Mentioned in G8:
@timr100
@ophastings
@timgill924
@actualdrhillary
@joaniemazelis
@_kvelasco
@rutgers_camden
@deckardfaith
@asanews
@tandfhss

Top Mentioned in G9:
@asanews

Top Mentioned in G10:
@sociologyatpenn
@pennpsc
@christinajcross
@sarahdamaske
@courtneyboen
@jean23bean
@pennparc
@asanews
@prudencelcarter
@umisr

Top Tweeters
Top Tweeters in Entire Graph:
@iwd12
@southwestair
@russelltim151
@rapplerdotcom
@estarianne
@abema_kpopdrama
@inpoco
@1jasliz
@blackamazon
@social_seer

Top Tweeters in G1:
@southwestair
@notingshaw
@mminthecity
@iamwhoismoses
@sandydarity
@docdre
@filmessaying
@lmegaparsec
@sgbuggs
@paulhrosenberg

Top Tweeters in G2:
@estarianne
@1jasliz
@social_seer
@pkanagaratnam
@3yeamhe
@clancynewyork
@needhibhalla
@curvewhiplash
@m_lipshutz
@arielb185

Top Tweeters in G3:
@iwd12
@down2marsgirl
@blkpasz
@drcaberry
@chriscandeloro1
@drdaveobrien
@rogerwilkinson3
@cinshel
@billbloodyhughe
@udadisi

Top Tweeters in G4:
@rapplerdotcom
@tressiemcphd
@tednesi
@gtconway3d
@glennkesslerwp
@globalvoices
@michaelbd
@morning_joe
@charlesmblow
@billpeduto

Top Tweeters in G5:
@sustainbytrain
@newyorker
@drkenyattacavil
@benatlarge
@rgzepeda
@kwissoker
@profkori
@danielvzqzz
@largitio
@joefeagin

Top Tweeters in G6:
@raulpacheco
@repairrestores1
@oupacademic
@pardoguerra
@umich
@1marcomuoz
@kelseymariebell
@alondra
@howardu
@coreymiles__

Top Tweeters in G7:
@scieducation1
@holufunwa
@eddie72j
@tracynovick
@mgevaart
@jaanpill
@nanjala1
@alexhanna
@fisher_danar
@citizense

Top Tweeters in G8:
@clanghoff1
@retheauditors
@andreamatranga
@akiliense
@timgill924
@meg_mtd
@sgadarian
@workacademic
@artantiq
@karl_jacoby

Top Tweeters in G9:
@lymanstoneky
@profsrilaroy
@oxfordjournals
@anthonyocampo
@linkedin
@devonrgoss
@_danichances
@be_radiculous
@merylalper
@achoifitz

Top Tweeters in G10:
@kejeral
@rfagoaga
@ballinaburren
@darrickhamilton
@ohiostate
@aliciasheares
@jelaniwrites
@drmcd_n_action
@sarahdamaske
@umisr


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