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oiioxford_2019-10-09_08-48-39.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 09, 2019
Description:
Description
The graph represents a network of 2,714 Twitter users whose tweets in the requested range contained "oiioxford", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 09 October 2019 at 15:49 UTC.

The requested start date was Wednesday, 09 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 20-hour, 42-minute period from Wednesday, 25 September 2019 at 03:09 UTC to Tuesday, 08 October 2019 at 23:51 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[50] https://www.oii.ox.ac.uk/news/releases/use-of-social-media-to-manipulate-public-opinion-now-a-global-problem-says-new-report/
[27] https://twitter.com/oiioxford/status/1177176925686702081
[24] https://comprop.oii.ox.ac.uk/wp-content/uploads/sites/93/2019/09/CyberTroop-Report19.pdf
[22] https://journals.uic.edu/ojs/index.php/fm/article/view/9593
[19] https://www.nytimes.com/2019/09/26/technology/government-disinformation-cyber-troops.html
[14] https://twitter.com/oiioxford/status/1177126369651806210
[12] https://twitter.com/hariadhi84/status/1180267872624365569
[12] https://twitter.com/oiioxford/status/1177149056310808576
[12] https://twitter.com/oiioxford/status/1179355633025474562
[11] https://comprop.oii.ox.ac.uk/research/cybertroops2019/

Top URLs in Tweet in G1:
[26] https://www.oii.ox.ac.uk/news/releases/use-of-social-media-to-manipulate-public-opinion-now-a-global-problem-says-new-report/
[12] https://twitter.com/hariadhi84/status/1180267872624365569
[11] https://comprop.oii.ox.ac.uk/wp-content/uploads/sites/93/2019/09/CyberTroop-Report19.pdf
[7] https://www.nytimes.com/2019/09/26/technology/government-disinformation-cyber-troops.html
[7] http://essentials.news/ai/ethics/article?url=https://www.gov.uk/government/publications/cdei-publishes-its-first-series-of-three-snapshot-papers-ethical-issues-in-ai
[5] https://www.jobs.ac.uk/job/BVA431/researcher-in-social-science
[4] https://comprop.oii.ox.ac.uk/research/cybertroops2019/
[3] https://sargasso.nl/fleur-agema-en-het-recht-op-democratie/
[3] https://twitter.com/amflife/status/1180106014386995206
[2] https://comprop.oii.ox.ac.uk/wp-content/uploads/sites/93/2019/09/CyberTroop-Report19.pdf?utm_campaign=The%20Interface&utm_medium=email&utm_source=Revue%20newsletter

Top URLs in Tweet in G2:
[16] https://twitter.com/oiioxford/status/1177176925686702081
[8] https://www.nytimes.com/2019/09/26/technology/government-disinformation-cyber-troops.html
[5] https://comprop.oii.ox.ac.uk/wp-content/uploads/sites/93/2019/09/CyberTroop-Report19.pdf
[3] https://comprop.oii.ox.ac.uk/research/cybertroops2019/
[2] https://opiniontoday.com/2019/09/25/the-global-disinformation-order/
[2] https://twitter.com/SkyNews/status/1177109270573330433
[1] https://twitter.com/tony_stower/status/1178678814622265350
[1] https://twitter.com/bibireisdorf/status/1178073631034941440
[1] https://www.tandfonline.com/doi/full/10.1080/17577632.2019.1666475
[1] https://twitter.com/oiioxford/status/1181229609754517505

Top URLs in Tweet in G3:
[4] https://ebmdatalab.net
[4] https://www.ispreview.co.uk/index.php/2019/09/examining-the-attitudes-and-fears-of-uk-internet-non-users-vs-users.html
[3] http://www.ihu.unisinos.br/78-noticias/593095-luciano-floridi-vou-explicar-a-era-do-onlife-onde-real-e-virtual-se-com-fundem
[3] https://www.youtube.com/watch?v=cSQrd4H3kOU

[3] https://www.oii.ox.ac.uk/news/releases/use-of-social-media-to-manipulate-public-opinion-now-a-global-problem-says-new-report/
[3] https://www.oii.ox.ac.uk/news/releases/new-survey-finds-majority-of-internet-users-have-a-positive-experience-online-but-potential-for-digital-divide-to-widen/
[2] https://twitter.com/chluetge/status/1181260572228239365
[2] https://twitter.com/SandraWachter5/status/1174605650321649664
[2] http://www.ox.ac.uk/wellbeingatoxford
[2] https://www.theheritagealliance.org.uk/tha-website/wp-content/uploads/2019/09/InspiringCreativity_THAreport.pdf

Top URLs in Tweet in G4:
[1] https://comprop.oii.ox.ac.uk/wp-content/uploads/sites/93/2019/09/CyberTroop-Report19.pdf
[1] https://twitter.com/stewartmcdonald/status/1177879444326961152
[1] https://newslit.org/updates/educator-activity-examining-the-impact-of-rising-government-disinformation/
[1] https://twitter.com/MrBrown_PNHS/status/1179105329726013440

Top URLs in Tweet in G5:
[3] https://journals.sagepub.com/doi/full/10.1177/2053951719868492
[1] https://journals.sagepub.com/doi/full/10.1177/2053951719868492Accountability
[1] https://journals.sagepub.com/doi/full/10.1177/2053951719868492?cookieSet=1
[1] https://twitter.com/i/web/status/1177185084685914114
[1] https://netzpolitik.org/2019/studie-mit-mehr-internet-fliegt-korruption-eher-auf-und-das-misstrauen-in-regierungen-waechst/
[1] https://twitter.com/LibrarianshipCA/status/1179821032896700417
[1] https://twitter.com/NickPoole1/status/1176899714475855872
[1] https://twitter.com/iSchoolSU/status/1177596175094075394
[1] https://www.washingtonpost.com/news/powerpost/paloma/the-technology-202/2019/09/27/the-technology-202-lawmakers-warn-about-threat-of-political-deepfakes-by-creating-one/5d8cfa5288e0fa4b0ec24691/
[1] https://ideas.demco.com/blog/how-to-promote-digital-citizenship-in-the-school-library/

Top URLs in Tweet in G6:
[4] https://mkg.uai.cl/app/postgrado/2019/periodismo/charlas/conferencia-cultural-social-media/000453/form
[1] https://geonet.oii.ox.ac.uk/blog/call-for-papers-digital-work-in-the-planetary-market-aag-2020/
[1] https://twitter.com/TowardsFairWork/status/1171323420396740615
[1] https://twitter.com/i/web/status/1181701102233948160
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-02842-8
[1] https://twitter.com/i/web/status/1181339547420037121
[1] https://journals.uic.edu/ojs/index.php/fm/article/view/9593
[1] https://twitter.com/i/web/status/1181416098786402310
[1] https://twitter.com/i/web/status/1181327809941254145
[1] https://twitter.com/i/web/status/1177535047886430209

Top URLs in Tweet in G7:
[2] https://twitter.com/oiioxford/status/1177149056310808576

Top URLs in Tweet in G8:
[3] https://www.oii.ox.ac.uk/news/releases/use-of-social-media-to-manipulate-public-opinion-now-a-global-problem-says-new-report/
[1] https://twitter.com/i/web/status/1181522542529523712
[1] https://twitter.com/i/web/status/1181521201287573504
[1] https://twitter.com/i/web/status/1181521789945630721
[1] https://twitter.com/i/web/status/1181522254175322116
[1] https://twitter.com/i/web/status/1177292682550530048
[1] https://twitter.com/i/web/status/1177174072997949442
[1] https://twitter.com/i/web/status/1177174281681330177
[1] https://twitter.com/i/web/status/1177174574531850241
[1] https://www.politico.com/story/2019/09/04/canada-foreign-election-meddling-1698209

Top URLs in Tweet in G9:
[1] http://po.st/GbdjuN
[1] http://po.st/booZUz
[1] https://twitter.com/i/web/status/1177228651475152903
[1] https://twitter.com/i/web/status/1177227651335016448
[1] https://www.fiverr.com/marziashafa/design-professional-modern-resume-or-cv-design

Top URLs in Tweet in G10:
[9] https://twitter.com/oiioxford/status/1177176925686702081
[6] https://twitter.com/oiioxford/status/1177149056310808576
[4] https://twitter.com/oiioxford/status/1177126369651806210
[3] https://twitter.com/oiioxford/status/1177210220390625282
[2] https://twitter.com/oiioxford/status/1177154408028758016
[2] https://twitter.com/oiioxford/status/1177194963265871874
[1] https://twitter.com/oiioxford/status/1177226883848708096?s=19
[1] https://twitter.com/oiioxford/status/1177226883848708096
[1] https://twitter.com/i/web/status/1177908619125366785
[1] https://www.nytimes.com/2019/09/26/technology/government-disinformation-cyber-troops.html

Top Domains
Top Domains in Tweet in Entire Graph:
[335] twitter.com
[114] ac.uk
[24] nytimes.com
[22] uic.edu
[18] co.uk
[9] org.uk
[9] po.st
[7] essentials.news
[6] sagepub.com
[6] youtube.com

Top Domains in Tweet in G1:
[97] twitter.com
[53] ac.uk
[9] nytimes.com
[7] co.uk
[7] essentials.news
[3] sargasso.nl
[2] youtube.com
[1] qz.com
[1] ft.com
[1] uic.edu

Top Domains in Tweet in G2:
[66] twitter.com
[13] ac.uk
[8] nytimes.com
[2] opiniontoday.com
[1] tandfonline.com
[1] sagepub.com
[1] uic.edu
[1] iilab.org
[1] ssrn.com
[1] org.uk

Top Domains in Tweet in G3:
[39] twitter.com
[15] ac.uk
[9] co.uk
[5] po.st
[4] ebmdatalab.net
[4] nytimes.com
[4] youtube.com
[3] unisinos.br
[2] gov.uk
[2] org.uk

Top Domains in Tweet in G4:
[2] twitter.com
[1] ac.uk
[1] newslit.org

Top Domains in Tweet in G5:
[7] twitter.com
[5] sagepub.com
[2] washingtonpost.com
[1] netzpolitik.org
[1] demco.com
[1] bbc.com
[1] thenewsminute.com
[1] scotsman.com
[1] scroll.in
[1] theconversation.com

Top Domains in Tweet in G6:
[10] twitter.com
[4] uai.cl
[2] ac.uk
[1] nature.com
[1] uic.edu
[1] billdutton.me
[1] arcgis.com
[1] nytimes.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[14] twitter.com
[4] politico.eu
[3] ac.uk
[1] politico.com

Top Domains in Tweet in G9:
[2] po.st
[2] twitter.com
[1] fiverr.com

Top Domains in Tweet in G10:
[30] twitter.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[114] cybertroops2019
[64] oxtec
[64] disinformation
[48] ai
[37] socialmedia
[18] worldwar3
[18] bittube
[17] bbctechconf
[15] infodisorders
[13] venezuela



Top Hashtags in Tweet in G1:
[36] cybertroops2019
[25] ai
[18] disinformation
[17] socialmedia
[13] venezuela
[8] facebook
[8] ethics
[8] documento
[8] desinformaciã³n
[7] aiethics

Top Hashtags in Tweet in G2:
[63] cybertroops2019
[55] oxtec
[16] disinformation
[13] infodisorders
[2] elections
[2] ai
[2] junknews
[2] india
[1] publicationsatisfaction
[1] onlineharms

Top Hashtags in Tweet in G3:
[20] ai
[14] bbctechconf
[11] cybertroops2019
[7] cyberdigest
[7] oxis2019
[6] premioaretã©
[6] news
[6] socialmedia
[5] deeplearning
[5] gender

Top Hashtags in Tweet in G4:
[1] 77brigade

Top Hashtags in Tweet in G5:
[3] ethnographic
[2] algorithmic
[2] accountability
[2] government
[2] policy
[2] surveillance
[2] stopdatainvisibles
[1] ethnography
[1] rwnovisad2020
[1] callforpapers

Top Hashtags in Tweet in G6:
[3] wnf19
[1] aagdenver
[1] socialmedia
[1] digital
[1] pressfreedom
[1] algorithms
[1] gigeconomy
[1] ai
[1] cybertroops2019

Top Hashtags in Tweet in G8:
[4] hongkong
[4] freedomofexpression
[4] privacy
[1] data
[1] bizhumanrights
[1] hkprotests
[1] law3051
[1] freeassange

Top Hashtags in Tweet in G10:
[2] disinformation
[1] digitalcampaigning
[1] disnformation
[1] elecciones
[1] fakenews
[1] longreadoftheweek
[1] cseu19

Top Words
Top Words in Tweet in Entire Graph:
[1576] Words in Sentiment List#1: Positive
[1632] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[60933] Non-categorized Words
[64141] Total Words
[2314] oiioxford
[815] social
[731] countries
[593] media
[583] report

Top Words in Tweet in G1:
[1007] oiioxford
[435] countries
[257] social
[239] report
[204] media
[203] 70
[177] organised
[166] global
[164] 28
[161] manipulation

Top Words in Tweet in G2:
[636] oiioxford
[335] social
[279] polbots
[252] report
[233] disinformation
[202] pnhoward
[201] latest
[191] sbradshaww
[182] facebook
[174] media

Top Words in Tweet in G3:
[317] oiioxford
[137] floridi
[78] ethics
[61] sandrawachter5
[59] new
[50] ai
[41] â
[38] digital
[37] oxfordethicslab
[36] see

Top Words in Tweet in G4:
[112] stewartmcdonald
[82] deidrebrock
[81] disinformation
[80] thread
[80] well
[79] s
[79] d
[79] wee
[79] saturday
[79] morning

Top Words in Tweet in G5:
[30] oiioxford
[13] bkcharvard
[12] bigdatasoc
[11] policyinternet
[10] mikekatell
[10] uw_ischool
[9] jasist
[9] hiig_berlin
[9] profjsg
[9] asist_org

Top Words in Tweet in G6:
[65] oiioxford
[29] digital
[23] ginaneff
[23] ralphschroeder
[22] geoplace
[18] trabajo
[18] libertad
[18] prensa
[17] conferencia
[16] media

Top Words in Tweet in G7:
[70] now
[67] important
[66] stuff
[66] despite
[66] much
[66] noise
[66] posturing
[66] facebook
[66] twitter
[66] youtube

Top Words in Tweet in G8:
[42] more
[42] markscott82
[42] disinformation
[40] online
[39] social
[39] media
[39] now
[38] 2
[38] years
[38] countries

Top Words in Tweet in G9:
[44] skynews
[36] social
[36] misinformation
[35] organised
[35] media
[35] manipulation
[35] more
[35] doubled
[35] 2017
[35] 70

Top Words in Tweet in G10:
[6] disinformation
[5] social
[5] countries
[5] computational
[5] propaganda
[4] media
[4] 2017
[4] 70
[4] new
[4] report

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[568] social,media
[355] 70,countries
[283] media,manipulation
[229] facebook,remains
[194] organised,social
[179] social,network
[179] network,disinformation
[177] polbots,oiioxford
[171] report,polbots
[171] oiioxford,led

Top Word Pairs in Tweet in G1:
[193] social,media
[149] media,manipulation
[123] 70,countries
[115] study,oiioxford
[113] timely,important
[113] important,study
[113] oiioxford,25
[113] 25,countries
[113] countries,working
[113] working,private

Top Word Pairs in Tweet in G2:
[170] social,media
[168] polbots,oiioxford
[163] report,polbots
[163] oiioxford,led
[160] facebook,remains
[158] latest,report
[156] remains,#1
[156] #1,social
[156] social,network
[156] network,disinformation

Top Word Pairs in Tweet in G3:
[31] oiioxford,academic
[27] floridi,oiioxford
[27] digital,ethics
[27] social,media
[26] nikitaggarwal,digital
[26] ethics,whose
[26] whose,ethics
[26] ethics,matter
[26] matter,call
[26] call,papers

Top Word Pairs in Tweet in G4:
[79] d,wee
[79] wee,saturday
[79] saturday,morning
[79] morning,thread
[79] thread,disinformation
[79] disinformation,well
[79] well,thanks
[79] thanks,deidrebrock
[79] deidrebrock,sharing
[42] stewartmcdonald,whatâ

Top Word Pairs in Tweet in G5:
[9] mikekatell,uw_ischool
[8] municipal,surveillance
[8] surveillance,regulation
[8] regulation,algorithmic
[8] algorithmic,accountability
[8] accountability,new
[7] megyoung0,mikekatell
[6] bigdatasoc,municipal
[5] new,paper
[5] paper,megyoung0

Top Word Pairs in Tweet in G6:
[23] ginaneff,ralphschroeder
[22] oiioxford,ginaneff
[18] trabajo,digital
[18] libertad,prensa
[14] digital,libertad
[13] 2,conferencia
[13] prensa,algoritmos
[12] social,media
[11] reminder,hiring
[11] hiring,postdoctoral

Top Word Pairs in Tweet in G7:
[66] important,stuff
[66] stuff,despite
[66] despite,much
[66] much,noise
[66] noise,posturing
[66] posturing,facebook
[66] facebook,twitter
[66] twitter,youtube
[66] youtube,better
[66] better,now

Top Word Pairs in Tweet in G8:
[39] social,media
[37] yikes,online
[37] online,disinformation
[37] disinformation,social
[37] media,more
[37] more,doubled
[37] doubled,last
[37] last,2
[37] 2,years
[37] years,now

Top Word Pairs in Tweet in G9:
[35] organised,social
[35] social,media
[35] media,manipulation
[35] manipulation,more
[35] more,doubled
[35] doubled,2017
[35] 2017,70
[35] 70,countries
[35] countries,now
[35] now,sharing

Top Word Pairs in Tweet in G10:
[5] computational,propaganda
[4] 70,countries
[3] social,media
[3] operations,running
[3] running,70
[3] countries,twice
[3] twice,many
[3] many,2017
[2] facebook,é
[2] é,lixo

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@_felixsimon_
@ww3info
@budimandjatmiko
@skynews
@alicelthwaite
@floridi
@sandrawachter5
@oxfordhistory
@univoxford

Top Replied-To in G1:
@oiioxford
@budimandjatmiko
@f_kaltheuner
@janelytv
@risj_oxford
@curiouslion3
@technation
@rudybouma
@rfajriani_
@amflife

Top Replied-To in G2:
@oiioxford
@alicelthwaite
@erc_research
@anoukruhaak
@hyperconectado
@lmneudert
@raquelrecuero
@rasmus_kleis
@nsc
@stepan8sedlacek

Top Replied-To in G3:
@sandrawachter5
@floridi
@oiioxford
@jessrmorley
@tahayasseri
@satariano
@chrisdburr
@_felixsimon_
@behailus
@bbcblueroom

Top Replied-To in G4:
@stewartmcdonald
@davidpa97675029

Top Replied-To in G5:
@megyoung0
@bigdatasoc
@floridi
@arjun_sanyal
@friedema

Top Replied-To in G6:
@_felixsimon_
@c___cs
@zoeglatt
@philipdisalvo
@megberetta
@professorhannah
@nahema_marchal
@samhindsgarcia
@askekammer
@mckelveyf

Top Replied-To in G8:
@oiioxford
@markscott82
@annihellman1
@alanvibe

Top Replied-To in G9:
@skynews
@mauricebyford
@__inote__

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@polbots
@pnhoward
@sbradshaww
@erc_research
@floridi
@f_kaltheuner
@stewartmcdonald
@janelytv
@deidrebrock

Top Mentioned in G1:
@oiioxford
@f_kaltheuner
@janelytv
@pinocalad
@padaguan
@komunitarista
@rudybouma
@sandrawachter5
@firstdraftnews
@budimandjatmiko

Top Mentioned in G2:
@oiioxford
@polbots
@pnhoward
@sbradshaww
@erc_research
@alicelthwaite
@hyperconectado
@oiio
@satariano
@rasmus_kleis

Top Mentioned in G3:
@oiioxford
@floridi
@sandrawachter5
@oxfordethicslab
@uniofoxford
@pnhoward
@nikitaggarwal
@nhsx
@indrajoshi10
@turinginst

Top Mentioned in G4:
@stewartmcdonald
@deidrebrock
@oiioxford
@sbradshaww
@newslitproject
@f_kaltheuner
@erc_research
@polbots
@janelytv

Top Mentioned in G5:
@oiioxford
@bkcharvard
@policyinternet
@bigdatasoc
@mikekatell
@uw_ischool
@jasist
@hiig_berlin
@profjsg
@asist_org

Top Mentioned in G6:
@oiioxford
@ginaneff
@ralphschroeder
@geoplace
@uscannenberg
@cultsocialmedia
@periodismouai
@towardsfairwork
@ananny
@sahagunfelipe

Top Mentioned in G7:
@sivavaid
@oiioxford
@mediamorphis
@sbradshaww
@pnhoward
@rasmus_kleis
@f_kaltheuner
@libdems
@libdemdaisy
@martin_dickson

Top Mentioned in G8:
@markscott82
@oiioxford
@facebook
@ginasue
@lewisshepherd
@twitter
@isabel_ebert
@google
@fox_claire
@theboi_uk

Top Mentioned in G9:
@skynews
@oiioxford

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@radioelshinta
@recitesocial
@llemj
@odio_nao
@jude_mugabi
@hazelglasgow
@aepishere
@repubblica
@aluizcosta

Top Tweeters in G1:
@radioelshinta
@jude_mugabi
@aepishere
@asher_wolf
@wildwalkerwoman
@allchanges
@threadreaderapp
@lovetogive2
@mayirmamay14
@itswanda

Top Tweeters in G2:
@odio_nao
@aluizcosta
@billnigh
@euethnic
@lacunalingua
@resistancesean
@llama_strudel
@hyperconectado
@nytimes
@nildaalcarinque

Top Tweeters in G3:
@repubblica
@businessinsider
@monalisazelf
@rosenchild
@bbcnews
@bbcworld
@financialtimes
@repubblicatv
@hubbucket
@nytimesbusiness

Top Tweeters in G4:
@hazelglasgow
@ern_malleyscrub
@jintyg51
@dbgdotscot
@wattswilma
@stablegeniusinc
@wyliehorn
@clan_macdonald
@susannaamala5
@bilbocroft

Top Tweeters in G5:
@margymaclibrary
@netievalage
@mchris4duke
@cilipinfo
@libraryjournal
@rutgerscomminfo
@karlolive
@lseimpactblog
@innostudy
@lorcand

Top Tweeters in G6:
@robre62
@llemj
@wireditalia
@sahagunfelipe
@globalines
@nnenna
@aschrock
@rryanguas
@kikesantana
@rebweicht

Top Tweeters in G7:
@glynmoody
@sufiboy
@pecunium
@scientits
@milenaac
@zaranosaur
@dulcimer1978
@discordiankitty
@antifatwa
@lowerformofwit

Top Tweeters in G8:
@ovie52009
@jaraparilla
@geekandahalf
@markhughes
@littlecatdesign
@google
@hugome
@kacidama
@worldofhiglet
@fox_claire

Top Tweeters in G9:
@skynews
@viriyabot
@reallyandrea
@nomfup
@eikoh3
@kaydealz
@ioanabarna2
@birminghamedu
@agnesadagio
@charlyjsp

Top Tweeters in G10:
@wayweirdboots
@_firewalker
@happyhillers
@thebestsophist
@alduque
@jimpharo
@mmarinhomkt
@b01group
@a
@flpbittencourt