opengov, Twitter, 2/17/2022 10:00:55 PM, 271837


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opengov_2022-02-17_07-42-37.xlsx
opengov_2022-02-17_07-42-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2022
Short Description:
opengov via NodeXL https://bit.ly/3rTPnmC
@opengovpart
@oecdgov
@yohannaloucheur
@digiphile
@openscitalk
@smartcommhq
@cortado
@pgessing
@oecd
@opengovcan

Top hashtags:
#opengov
#gobiernoabierto
#publiccommunication
#opendata
#keepmdsenatevirtual
#transparency

Description:
Description
The graph represents a network of 1,001 Twitter users whose tweets in the requested range contained "opengov", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 February 2022 at 15:45 UTC.

The requested start date was Thursday, 17 February 2022 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, 22-minute period from Thursday, 03 February 2022 at 01:02 UTC to Wednesday, 16 February 2022 at 22:24 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 : 1001
Unique Edges : 678
Edges With Duplicates : 1847
Total Edges : 2525
Number of Edge Types : 5
Retweet : 708
MentionsInRetweet : 1091
Mentions : 432
Tweet : 245
Replies to : 49
Self-Loops : 273
Reciprocated Vertex Pair Ratio : 0.0307692307692308
Reciprocated Edge Ratio : 0.0597014925373134
Connected Components : 133
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 514
Maximum Edges in a Connected Component : 1553
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.145727
Graph Density : 0.00127172827172827
Modularity : 0.484015
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,001 Twitter users whose tweets in the requested range contained "opengov", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 February 2022 at 15:45 UTC.

The requested start date was Thursday, 17 February 2022 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, 22-minute period from Thursday, 03 February 2022 at 01:02 UTC to Wednesday, 16 February 2022 at 22:24 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 : opengov
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:
[19] https://docs.google.com/document/d/1kuIYy9yeOHSHMovBdzzbrzk3pFl3_v1xZ4fmSUWcpvU/edit?usp=sharing
[6] https://github.com/codedust/awesome-egov-de
[6] https://github.com/USEPA/useeior
[5] https://podcasts.apple.com/au/podcast/the-smart-community-podcast/id1351153273?mt=2&utm_content=bufferfb3c9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://opengovasia.com/new-zealand-university-unveils-cybersecurity-diploma/?utm_source=dlvr.it&utm_medium=twitter
[4] https://civictech.guide/
[4] https://civictech.guide/graveyard/
[4] https://publiccode.eu/sv/
[4] https://washingtoncog.org/records-requests/making-records-request/
[4] https://docs.google.com/forms/d/e/1FAIpQLSfYlCqNpm0jbxzJvnOMFgUL_qG_Z7lC_vKZFxT4U1KHNX7Hkw/viewform?usp=sf_link

Top URLs in Tweet in G1:
[4] https://civictech.guide/
[4] https://civictech.guide/graveyard/
[2] https://www.opengovpartnership.org/stories/building-the-ladder-of-citizen-engagement/
[2] https://www.opengovpartnership.org/ogp-local/join-ogp-local-call-for-expressions-of-interest-2022/
[2] https://intercoonecta.aecid.es/programaci%C3%B3n-de-actividades/del-discurso-a-la-acci-n-local-actores-redes-y-alianzas-para-el-gobierno-abierto-cocreaci-n-de-pol-ticas-gobernanza-multinivel-y-estado-abierto-m-dulo-iii
[2] http://laadministracionaldia.inap.es/noticia.asp?id=1512539
[2] http://www.cepc.gob.es/actualidad/curso-sobre-gobierno-abierto-y-ciudadania-transparencia-participacion-y-colaboracion
[1] https://www.eventbrite.com/e/bbl-with-budgit-health-care-accountability-across-africa-tickets-264634106737
[1] https://www.ogpstories.org/protecting-whistleblowers-in-the-fight-against-corruption/
[1] https://www.opengovpartnership.org/documents/kenya-action-plan-2020-2022/

Top URLs in Tweet in G2:
[2] https://www.oecd.org/gov/oecd-report-on-public-communication-22f8031c-en.htm
[2] https://oe.cd/public-comms-report?utm_term=pac&utm_medium=social&utm_content=&utm_source=twitter
[1] https://airtable.com/shrRNLMFCs3OhbfvP
[1] https://twitter.com/OECDgov/status/1490996150945841152

Top URLs in Tweet in G3:
[5] https://opengovasia.com/new-zealand-university-unveils-cybersecurity-diploma/?utm_source=dlvr.it&utm_medium=twitter
[3] https://opengovasia.com/improving-ai-enabled-healthcare-in-the-u-s/
[2] https://opengovasia.com/boosting-indonesia-australia-cooperation-in-digital-technology/
[2] https://opengovasia.com/exclusive-gerald-caron-chief-information-officer-assistant-inspector-general-for-information-technology-u-s-department-of-health-and-human-services-office-of-the-inspector-general/?utm_source=dlvr.it&utm_medium=twitter
[2] https://opengovasia.com/indonesia-aims-to-be-digitally-independent/
[2] https://opengovasia.com/malaysias-i-city-theme-park-to-feature-metaverse-experience/
[2] http://public.coderedweb.com/CNE/en-US/BFC6BD56D6AA
[2] https://www.city.waltham.ma.us/subscribe
[2] https://www.city.waltham.ma.us/social-media-information
[2] https://www.city.waltham.ma.us/auditors-department/pages/opengov

Top URLs in Tweet in G4:
[3] https://mailchi.mp/muckrock/for-the-record-january-12-2658156?e=a84b2ac852
[3] https://e-pluribusunum.org/2021/12/16/what-was-missing-from-president-bidens-remarks-on-the-open-government-summit/
[2] https://twitter.com/opengovpart/status/1467925099718201344
[1] https://dcogc.org/wp-content/uploads/2019/11/Letter-to-Mayor-Bowser-Nov-6-2019.pdf
[1] https://wamu.org/story/19/10/09/d-c-officials-using-whatsapp-for-city-business-may-skirt-open-records-laws/
[1] https://www.whitehouse.gov/briefing-room/press-briefings/2021/12/06/background-press-call-by-senior-administration-officials-on-the-u-s-government-strategy-on-countering-corruption/
[1] https://mobile.twitter.com/digiphile/status/1390663987952594944
[1] https://2009-2017.state.gov/r/pa/prs/ps/2011/09/172743.htm
[1] https://twitter.com/SecBlinken/status/1467892465881567235
[1] https://strategy.data.gov/2021/action-plan/

Top URLs in Tweet in G5:
[19] https://docs.google.com/document/d/1kuIYy9yeOHSHMovBdzzbrzk3pFl3_v1xZ4fmSUWcpvU/edit?usp=sharing
[4] https://docs.google.com/forms/d/e/1FAIpQLSfYlCqNpm0jbxzJvnOMFgUL_qG_Z7lC_vKZFxT4U1KHNX7Hkw/viewform?usp=sf_link
[1] https://www.baltimoresun.com/politics/bs-md-pol-ga-governor-records-20220215-s4qydqfg6vfj5oztqcgl4mzqzu-story.html
[1] https://twitter.com/mdopengov/status/1491844211733368835
[1] https://twitter.com/naacpmd_ecj/status/1491427056919334920

Top URLs in Tweet in G6:
[2] https://medium.com/warning-graphic-content/11-february-2022-6d68906869e7
[2] https://medium.com/warning-graphic-content/4-february-2022-2d8c143a5128
[1] https://transparencycaucus.info/2022/01/19/save-the-date-celebrate-open-government-on-madisons-birthday-this-sunshine-week/
[1] https://twitter.com/WarningGraphicC/status/1489527145806262274
[1] https://paper.li/Traidmark/1302874372?share_id=d1327d90-890d-11ec-a4a9-fa163ed80008
[1] https://www.standard.co.uk/news/uk/government-david-cameron-nick-clegg-prime-minister-whitehall-b980089.html
[1] https://www.politics.co.uk/news-in-brief/government-accused-of-backsliding-in-new-anti-corruption-plan/
[1] https://www.independent.co.uk/news/uk/government-david-cameron-nick-clegg-prime-minister-whitehall-b2005409.html?r=10496
[1] https://twitter.com/OpenGovUK/status/1488869275196702725
[1] https://twitter.com/TominCumbria/status/1490742516894871553

Top URLs in Tweet in G7:
[3] https://letstalkopengov.ca/participate
[1] https://www.letstalkopengov.ca/

Top URLs in Tweet in G8:
[6] https://github.com/USEPA/useeior
[5] https://podcasts.apple.com/au/podcast/the-smart-community-podcast/id1351153273?mt=2&utm_content=bufferfb3c9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/TrottierFdn/status/1489678693777743872
[4] https://publiccode.eu/sv/
[2] http://www.christianestay.com/2016/04/smart-9-retos-de-un-concepto-muy-quemado.html?spref=tw
[2] https://link.medium.com/t37rxJLwtnb
[2] https://opengovasia.com/5g-garbage-trucks-driving-the-future-of-smart-cities/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/GAC_Corporate/status/1486699767346380805
[1] https://twitter.com/AMC_corporatif/status/1486701825436917761
[1] https://twitter.com/SabreenaDelhon/status/1489654837922959360

Top URLs in Tweet in G9:
[3] http://mrcog-nm.gov
[2] https://riograndefoundation.org/rio-grande-foundation-files-complaint-against-governor-michelle-lujan-grisham-for-failing-to-disclose-travel-records/
[1] https://patrickbrenner.com/wp-content/uploads/2022/02/NMOAG-ECS-20220207-bf4a.pdf
[1] https://abcnews.go.com/Politics/national-archives-asks-doj-investigate-trumps-handling-white/story?id=82781128

Top URLs in Tweet in G10:
[4] https://washingtoncog.org/records-requests/making-records-request/
[2] https://washingtoncog.org/wp-content/uploads/2017/05/WCOGKEYAwardZaitz.pdf
[1] https://twitter.com/LynnwoodTimes/status/1491873268055228429
[1] https://app.leg.wa.gov/pbc/bill/1329
[1] https://app.leg.wa.gov/csi/Testifier/Add?chamber=Senate&mId=29807&aId=146457&caId=19562&tId=3
[1] https://twitter.com/StephTaitWrites/status/1491155989373935616
[1] https://twitter.com/dismobility/status/1491833136413491205
[1] https://washingtoncog.org/contact/press-questions/
[1] https://washingtoncog.org/join/
[1] https://washingtoncog.org/contact/help-line/

Top Domains
Top Domains in Tweet in Entire Graph:
[61] twitter.com
[60] opengovasia.com
[36] google.com
[17] youtube.com
[16] ri.gov
[15] medium.com
[14] opengov.com
[12] github.com
[11] opengovpartnership.org
[9] washingtoncog.org

Top Domains in Tweet in G1:
[11] opengovpartnership.org
[11] twitter.com
[8] civictech.guide
[4] gob.es
[2] aecid.es
[2] inap.es
[2] postguam.com
[1] eventbrite.com
[1] ogpstories.org
[1] innovadorespublicos.cl

Top Domains in Tweet in G2:
[2] oecd.org
[2] oe.cd
[1] airtable.com
[1] twitter.com

Top Domains in Tweet in G3:
[41] opengovasia.com
[11] ri.gov
[6] ma.us
[3] opengov.com
[3] google.com
[2] twitter.com
[2] datingscams101.com
[2] neurons.ai
[2] zoom.us
[2] com.br

Top Domains in Tweet in G4:
[13] twitter.com
[3] mailchi.mp
[3] data.gov
[3] e-pluribusunum.org
[2] state.gov
[2] youtube.com
[2] massopenbooks.org
[1] dcogc.org
[1] wamu.org
[1] whitehouse.gov

Top Domains in Tweet in G5:
[23] google.com
[2] twitter.com
[1] baltimoresun.com

Top Domains in Tweet in G6:
[4] medium.com
[3] twitter.com
[3] co.uk
[1] transparencycaucus.info
[1] paper.li

Top Domains in Tweet in G7:
[4] letstalkopengov.ca

Top Domains in Tweet in G8:
[10] twitter.com
[6] github.com
[5] apple.com
[4] publiccode.eu
[3] opengovasia.com
[2] christianestay.com
[2] medium.com
[1] dfri.se
[1] spotify.com
[1] mysmart.community

Top Domains in Tweet in G9:
[3] mrcog-nm.gov
[2] riograndefoundation.org
[1] patrickbrenner.com
[1] go.com

Top Domains in Tweet in G10:
[9] washingtoncog.org
[4] wa.gov
[3] twitter.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[485] opengov
[79] gobiernoabierto
[70] publiccommunication
[40] opendata
[35] keepmdsenatevirtual
[34] transparency
[32] participation
[31] citizen
[30] trust
[22] ogpkenya



Top Hashtags in Tweet in G1:
[102] opengov
[36] gobiernoabierto
[14] políticaspúblicasabiertas
[12] openpublicpolicy
[11] innovaciónpública
[11] urbana
[6] citizen
[6] participation
[6] publiccommunication
[5] ogplocal

Top Hashtags in Tweet in G2:
[59] publiccommunication
[34] opengov
[25] trust
[22] citizen
[22] participation
[7] communication
[1] delibwave
[1] equity
[1] icymi
[1] voicesofopengov

Top Hashtags in Tweet in G3:
[17] opengov
[5] opendata
[3] transparency
[2] machinelearning
[2] ukscams
[2] datingscams
[2] european
[2] intoainews
[2] metaverse
[2] crypto

Top Hashtags in Tweet in G4:
[31] opengov
[4] ma
[3] ogpsummit
[3] demopart
[2] secblinken
[2] opendata
[2] publicrecords
[2] mapoli
[1] anticorruption
[1] summitfordemocracy

Top Hashtags in Tweet in G5:
[35] keepmdsenatevirtual
[10] opengov
[10] mdga22
[4] mdpolitics
[1] leavemdsenateopen
[1] keepmdsenateopen
[1] hybridoptionmd

Top Hashtags in Tweet in G6:
[14] opengov
[8] dataviz
[6] data
[4] ddj
[4] datajournalism
[2] innovation
[1] sunshineweek
[1] foia
[1] ogp
[1] gobiernoabierto

Top Hashtags in Tweet in G7:
[32] opengov
[4] opendata
[3] strengtheningdemocracy
[3] gc

Top Hashtags in Tweet in G8:
[29] opengov
[11] opendata
[9] transparency
[8] canada
[8] opensource
[7] openscience
[6] environmental
[6] us
[6] rstats
[6] smartcity

Top Hashtags in Tweet in G9:
[5] opengov
[2] nmpol
[1] transparent
[1] sarcasm
[1] transparency
[1] foia

Top Hashtags in Tweet in G10:
[30] opengov
[8] waleg
[2] wasen

Top Words
Top Words in Tweet in Entire Graph:
[485] #opengov
[157] opengov
[134] public
[120] open
[101] asia
[92] information
[84] governments
[81] government
[79] #gobiernoabierto
[74] better

Top Words in Tweet in G1:
[102] #opengov
[70] redmatriz
[42] opengovpart
[36] gigapp
[36] gobierno
[36] #gobiernoabierto
[35] abierto
[33] diplogobabierto
[27] ogp
[26] libro

Top Words in Tweet in G2:
[61] governments
[59] better
[59] #publiccommunication
[59] crucial
[59] addressing
[59] double
[59] crisis
[59] both
[59] information
[53] oecdgov

Top Words in Tweet in G3:
[69] opengov
[61] asia
[17] #opengov
[14] technology
[14] meeting
[12] digital
[11] ai
[10] open
[10] indonesia
[10] 00

Top Words in Tweet in G4:
[31] #opengov
[29] public
[27] digiphile
[15] records
[14] mayorbowser
[13] use
[13] archiving
[11] officials
[11] whatsapp
[11] ban

Top Words in Tweet in G5:
[67] senate
[58] mdopengov
[51] organizations
[49] maryland
[47] calling
[36] president
[35] #keepmdsenatevirtual
[33] join
[33] 160
[31] senbillferg

Top Words in Tweet in G6:
[14] #opengov
[8] #dataviz
[7] government
[6] week's
[6] #data
[6] links
[6] opengovuk
[6] opengovpart
[5] open
[4] transparency

Top Words in Tweet in G7:
[32] #opengov
[27] opengovcan
[25] national
[25] action
[25] plan
[21] public
[21] consultations
[21] 5th
[21] live
[21] until

Top Words in Tweet in G8:
[29] #opengov
[18] smart
[13] open
[13] cities
[12] smartctorg
[11] #opendata
[9] #transparency
[9] data
[9] communities
[9] meet

Top Words in Tweet in G9:
[52] basic
[26] reminder
[26] requested
[26] details
[26] govmlg
[26] travel
[26] scotland
[26] november
[26] haven't
[26] received

Top Words in Tweet in G10:
[30] #opengov
[14] washingtoncog
[12] public
[11] state
[11] wa
[9] please
[8] #waleg
[6] records
[5] show
[5] open

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[101] opengov,asia
[69] better,#publiccommunication
[69] #publiccommunication,crucial
[69] crucial,addressing
[69] addressing,double
[69] double,crisis
[69] both,governments
[69] governments,information
[51] #opengov,#gobiernoabierto
[49] maryland,organizations

Top Word Pairs in Tweet in G1:
[34] gobierno,abierto
[25] redmatriz,cesarncruz
[25] cesarncruz,2012
[21] libro,voces
[21] editado,redmatriz
[19] #opengov,folks
[17] #opengov,#gobiernoabierto
[17] ramirezalujas,#opengov
[14] civil,society
[14] recomendación,semana

Top Word Pairs in Tweet in G2:
[59] better,#publiccommunication
[59] #publiccommunication,crucial
[59] crucial,addressing
[59] addressing,double
[59] double,crisis
[59] both,governments
[59] governments,information
[35] information,report
[34] crisis,trust
[34] trust,both

Top Word Pairs in Tweet in G3:
[61] opengov,asia
[9] asia,opengov
[8] 00,pm
[7] open,government
[7] see,agenda
[7] agenda,teleconferencing
[7] teleconferencing,details
[6] digital,technology
[6] technology,opengov
[5] zealand,university

Top Word Pairs in Tweet in G4:
[13] public,records
[11] mayorbowser,ban
[10] ban,use
[10] use,whatsapp
[10] whatsapp,doesn
[10] doesn,appear
[10] appear,put
[10] put,place
[10] place,archiving
[10] archiving,rules

Top Word Pairs in Tweet in G5:
[49] maryland,organizations
[36] senate,president
[33] 160,maryland
[32] organizations,calling
[30] alert,over
[30] over,160
[30] calling,senbillferg
[30] senbillferg,#keepmdsenatevirtual
[30] #keepmdsenatevirtual,senate
[30] senate,moves

Top Word Pairs in Tweet in G6:
[4] week's,#data
[4] #data,#dataviz
[4] #opengov,etc
[4] etc,links
[4] #ddj,#datajournalism
[4] #datajournalism,#opengov
[3] civil,society
[3] #opengov,opengovpart
[3] hi,johnwseddon
[3] johnwseddon,mikechitty

Top Word Pairs in Tweet in G7:
[25] national,action
[25] action,plan
[21] public,consultations
[21] 5th,national
[21] plan,#opengov
[21] #opengov,live
[21] live,until
[21] until,february
[21] february,18
[21] 18,leave

Top Word Pairs in Tweet in G8:
[13] smart,cities
[9] #opendata,#opengov
[9] meet,first
[9] first,open
[9] open,smart
[9] cities,advocate
[9] advocate,cohort
[9] cohort,60
[9] 60,applicants
[9] applicants,proud

Top Word Pairs in Tweet in G9:
[26] reminder,requested
[26] requested,basic
[26] basic,details
[26] details,govmlg
[26] govmlg,travel
[26] travel,scotland
[26] scotland,november
[26] november,haven't
[26] haven't,received
[26] received,basic

Top Word Pairs in Tweet in G10:
[7] wa,state
[6] public,records
[4] wa,state's
[4] make,public
[4] records,request
[4] request,wa
[4] state,show
[4] show,#opengov
[3] journalists,answer
[3] answer,questions

Top Replied-To
Top Replied-To in Entire Graph:
@washingtoncog
@cledocumenters
@cydharrell
@kmkowalski
@opengovpart
@gsacarnahan
@cityjada
@summer_stinson
@cruickshank
@awcities

Top Replied-To in G1:
@pj_braithwaite

Top Replied-To in G4:
@cydharrell
@jakesullivan46
@gsacarnahan
@opengovpart

Top Replied-To in G8:
@y_jus
@smartcommhq

Top Replied-To in G10:
@washingtoncog
@cityjada
@intelwalrus
@awcities
@cruickshank
@summer_stinson
@eriknielsen46

Top Mentioned
Top Mentioned in Entire Graph:
@redmatriz
@oecdgov
@mdopengov
@opengovpart
@gigapp
@cofoic
@it_gespub
@oecd
@diplogobabierto
@senbillferg

Top Mentioned in G1:
@redmatriz
@opengovpart
@gigapp
@diplogobabierto
@cesarncruz
@riga_latam
@ramirezalujas
@oecdgov
@inapuchile

Top Mentioned in G2:
@oecdgov
@oecd
@alesbellantoni
@opengovpart
@nicole_anand
@donrudi
@austintexasgov
@nicole_anan
@redmatriz
@kblb111

Top Mentioned in G3:
@zerotrustnews

Top Mentioned in G4:
@digiphile
@mayorbowser
@whatsapp
@whitehouse
@usgsa
@muckrock
@ombpress
@cydharrell
@presssec
@opengovpart

Top Mentioned in G5:
@mdopengov
@senbillferg
@senbi
@commoncausemd
@clarencelammd
@delegatestewart
@joanne_antoine
@cmtalliance
@naacpmd_ecj

Top Mentioned in G6:
@opengovuk
@opengovpart
@opengov
@warninggraphicc
@fivethirtyeight
@johnwseddon
@mikechitty
@rorysutherland
@rorystewartuk
@reutersgraphics

Top Mentioned in G7:
@opengovcan
@jukesie
@oneteamgov
@noursidawi
@ifiniq
@firebethfox
@petalekelman
@brigettemetzler
@piacandrews
@nardwebster

Top Mentioned in G8:
@smartctorg
@smartcommhq
@protontypes
@ep
@yohannaloucheur
@fsfe
@dfri_se
@aelcenganda
@mlenc
@oecdgov

Top Mentioned in G9:
@govmlg
@pgessing
@pmbrenner91
@newmexicooag
@cyfdnm
@riograndefndn
@nmfog
@nmrxexpress

Top Mentioned in G10:
@washingtoncog
@agowa
@wickswa38
@_ann_davison_
@typewriteralley
@malheurnews
@leszaitz
@coaphoto
@davidlarter
@repgerrypollet

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@robinsnewswire
@jfsebastian146
@johangreg
@ansisegle
@annoula64
@eraser
@botcybersec
@opensource_orgs
@bostonglobe

Top Tweeters in G1:
@gestionpublicav
@andlibsh
@rudycedenho
@bolarinwaiyanu
@budgitng
@uclg_org
@franc161
@observatoricat
@donrudi
@stephen_abbott

Top Tweeters in G2:
@ansisegle
@sdg2030
@sanneweber
@keremalkin
@anthonyzach
@fabiolaoperales
@harbi_nh
@liamdelaney2020
@edinson_fonseca
@oidpoidp

Top Tweeters in G3:
@robinsnewswire
@instantnewspk
@seqcomplete
@dataemia
@indonesia
@careyz
@torch_sec
@getcalciso
@cybsecbot
@cryptscp

Top Tweeters in G4:
@asiaronn
@digiphile
@linksteroh
@thesiliconhill
@codeforpdx
@axios
@reason
@car_donovan
@deb_lavoy
@larissa84403556

Top Tweeters in G5:
@skatingtomato
@tgloss55
@francodellic
@andyhinz2
@kikoqua1990
@toddeberly
@willbrockman2
@gunsensemelissa
@charmcityspence
@thekeishahustle

Top Tweeters in G6:
@markhazard2020
@mikechitty
@fivethirtyeight
@nasa
@capx
@datamanager_it
@traidmark
@carbonbrief
@cyberintel
@instituteforgov

Top Tweeters in G7:
@johangreg
@drspockets
@scilib
@piacandrews
@michelleedgerle
@anatolep
@firebethfox
@noursidawi
@darlenemmclean
@safety_canada

Top Tweeters in G8:
@jfsebastian146
@annoula64
@opensource_orgs
@gadflyquebec
@smartecocity
@lala35539674
@_open_science_
@openscitalk
@cleanacresctc
@scibot6

Top Tweeters in G9:
@jaizem
@tam16601
@leahthrive
@pizzawanchovies
@r4nd4ll_h
@gkdesertrain
@nm_husky_1776
@rozreal
@kmartens10
@redaler06632630

Top Tweeters in G10:
@typewriteralley
@avgeekjoe
@stephtaitwrites
@washingtoncog
@sarahschacht
@mikefancher
@sdeneen
@davidlarter
@summer_stinson
@wasendemocrats


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