opengov, Twitter, 6/23/2022 2:53:31 PM, 278645


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opengov_2022-06-23_07-34-25.xlsx
opengov_2022-06-23_07-34-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
opengov via NodeXL https://bit.ly/3OvPm0y
@opengovpart
@digiphile
@diplogobabierto
@mirandareporter
@sesnaoficial
@nfoic
@epluribusunum
@randy24041975
@twaweza_ke
@washingtoncog

Top hashtags:
#opengov
#opendata
#gobiernoabierto
#foia
#youth
#wasexo
#semanapdn

Description:
Description
The graph represents a network of 709 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, 23 June 2022 at 14:36 UTC.

The requested start date was Thursday, 23 June 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, 17-hour, 31-minute period from Thursday, 09 June 2022 at 05:00 UTC to Wednesday, 22 June 2022 at 22:31 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 : 709
Unique Edges : 498
Edges With Duplicates : 1093
Total Edges : 1591
Number of Edge Types : 5
Retweet : 392
MentionsInRetweet : 551
Mentions : 387
Tweet : 219
Replies to : 42
Self-Loops : 230
Reciprocated Vertex Pair Ratio : 0.053639846743295
Reciprocated Edge Ratio : 0.101818181818182
Connected Components : 107
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 358
Maximum Edges in a Connected Component : 1014
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.765003
Graph Density : 0.00164351796514547
Modularity : 0.491835
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 709 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, 23 June 2022 at 14:36 UTC.

The requested start date was Thursday, 23 June 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, 17-hour, 31-minute period from Thursday, 09 June 2022 at 05:00 UTC to Wednesday, 22 June 2022 at 22:31 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:
[9] https://www.opengovpartnership.org/events/what-makes-a-good-open-government-story/
[5] https://agacolombia.org/
[5] https://www.opengovpartnership.org/our-members/
[5] https://www.opengovpartnership.org/members/colombia/
[5] https://www.datasketch.co/newsletter/
[4] https://clad.org/wp-content/uploads/2020/07/Carta-Iberoamericana-de-Gobierno-Abierto-07-2016.pdf
[4] https://www.open-government-deutschland.de/opengov-de/strategie-bildung-nachhaltige-entwicklung-jetzt-mitgestalten-2053908
[4] https://eu-dashboards.sdgindex.org/
[3] https://opengov.sos.ri.gov/Common/DownloadMeetingFiles?FilePath=
[3] http://www.opengov.gr/yyka/?p=3430

Top URLs in Tweet in G1:
[9] https://www.opengovpartnership.org/events/what-makes-a-good-open-government-story/
[5] https://www.datasketch.co/newsletter/
[4] https://www.opengovpartnership.org/members/colombia/
[4] https://www.opengovpartnership.org/our-members/
[4] https://agacolombia.org/
[2] https://www.opengovpartnership.org/topic/justice-policy-series/
[2] https://opengovpartnership-org.zoom.us/meeting/register/tZcrdu2gpj4rE9yD5gTalgkhCEe6vrnlnSpG
[1] https://twitter.com/eapccat/status/1539508578943377408
[1] https://mailchi.mp/opengovpartnership/ogp-newsletter-june-2022
[1] https://www.opengovpartnership.org/stories/4-takeaways-from-the-first-meeting-of-the-local-circle-on-climate-action/

Top URLs in Tweet in G2:
[2] https://twitter.com/GavinFreeguard/status/1537028051191595010
[2] https://www.dhs.gov/news/2022/05/02/fact-sheet-dhs-internal-working-group-protects-free-speech-other-fundamental-rights
[2] https://preservica.com/blog/how-to-fill-a-public-records-request-common-council-committee-meeting-video
[1] https://www.archives.gov/calendar/event/office-of-government-information-services-annual-meeting?utm_source=Twitter&utm_medium=social&utm_campaign=OneNARA&utm_content=[OGIS
[1] Meeting]
[1] https://foia.blogs.archives.gov/2022/05/23/foia-advisory-committee-meets-june-9-for-final-meeting-of-2020-2022-term/?utm_source=Twitter&utm_medium=social&utm_campaign=BlogsPromo&utm_content=foia
[1] https://www.youtube.com/watch?v=9jEQ19G2euU&feature=youtu.be

[1] https://www.whitehouse.gov/ostp/news-updates/2022/05/04/white-house-office-of-science-technology-policy-releasesfiscal-year-2019-20-federal-prize-and-citizen-science-authority-report/
[1] https://twitter.com/FedCitSci/status/1521950431475339264
[1] https://www.whitehouse.gov/briefing-room/press-briefings/2022/06/10/background-press-call-by-a-senior-administration-official-previewing-the-summit-of-the-americas-migration-deliverables-and-accomplishments/

Top URLs in Tweet in G3:
[4] https://clad.org/wp-content/uploads/2020/07/Carta-Iberoamericana-de-Gobierno-Abierto-07-2016.pdf
[1] https://twitter.com/oecdgov/status/1471101400155369475
[1] https://www.oecd.org/colombia/Guia-ocde-para-disenar-e-implementar-estrategias-territoriales-de-gobierno-abierto-en-colombia.pdf
[1] https://www.academia.edu/69703699/Voces_de_Gobierno_Abierto_en_Chile_2011_2021_
[1] https://twitter.com/diplogobabierto/status/1526766930161442825
[1] https://eapc.gencat.cat/ca/detalls/Noticia/EPum_17_noticia
[1] https://www.academia.edu/1196454/Gobierno_abierto_y_modernizaci%C3%B3n_de_la_gesti%C3%B3n_p%C3%BAblica_Tendencias_actuales_y_el_inevitable_camino_que_viene_Reflexiones_seminales
[1] https://opendatacharter.medium.com/spotlight-publishing-with-a-purpose-the-odc-iwg-on-usability-sustainability-of-open-government-7ad5e4677d70

Top URLs in Tweet in G4:
[1] https://drive.google.com/file/d/10kQkEb8YLQpitT7dSKZnXYFdRhcCetVm/view
[1] https://cicm.sesna.gob.mx/2022/05/19/herramientas-adicionales-para-analisis-de-datos/
[1] https://www.plataformadigitalnacional.org/blog/resultados-recomendacion-no-vinculante-para-interconectarse-con-la-plataforma-digital-nacional/
[1] https://www.sesna.gob.mx/wp-content/uploads/2022/05/5_Practicas.pdf

Top URLs in Tweet in G5:
[1] https://firstbranchforecast.com/2022/06/13/first-branch-forecast-6-13-2022-everything-at-once/
[1] https://twitter.com/GovLarryHogan/status/1534928762760052737
[1] https://twitter.com/nfoic/status/1538871889367556097
[1] https://www.washcog.org/hotline
[1] https://www.washcog.org/join-wcog
[1] https://www.yakimaherald.com/opinion/opinion-commissioners-need-to-brush-up-on-laws/article_f03b82bb-fd2f-5881-8f7b-ab82f45f3261.html
[1] https://www.opengovva.org/transparency-news-6222022
[1] https://www.opengovva.org/transparency-news-692022
[1] https://www.opengovva.org/transparency-news-6102022
[1] https://www.opengovva.org/transparency-news-6132022

Top URLs in Tweet in G6:
[3] https://opengovasia.com/csiros-support-to-smes-working-in-cyber-security/
[2] https://opengovasia.com/the-philippines-to-make-more-science-based-decisions-policies/
[2] https://opengov.sos.ri.gov/Common/DownloadMeetingFiles?FilePath=
[1] https://opengovasia.com/effective-use-of-ict-promotes-among-indonesian-civil-personnel/
[1] https://opengovasia.com/western-australia-to-launch-new-food-tech-facility/
[1] https://twitter.com/APndrgrst/status/1535003231604322304
[1] https://openmeetingspolicy.com/
[1] https://drive.google.com/file/d/1aHmls3bgGQ1gTZUbTFFgQnMZ1mstgz4F/view
[1] https://opengov.360online.com/Meetings/vgregion/Boards/Details/212615
[1] https://www.vgregion.se/aktuellt/webbtv-webbradio-fran-regionfullmaktige/

Top URLs in Tweet in G7:
[4] https://www.open-government-deutschland.de/opengov-de/strategie-bildung-nachhaltige-entwicklung-jetzt-mitgestalten-2053908
[2] https://twitter.com/brz_gmbh/status/1536983156645105664
[2] https://www.youtube.com/watch?v=RO4mIIsF8ak

[1] https://www.open-government-deutschland.de/opengov-en/hamburg-and-detmold-join-ogp-local--2053100
[1] https://twitter.com/Rebastion/status/1531557415736557568
[1] https://paper.li/Traidmark/1302874372?share_id=09281370-e8ec-11ec-b99d-fa163ed80008

Top URLs in Tweet in G8:
[2] https://twitter.com/Twaweza_Ke/status/1537328348497682432
[1] https://twitter.com/Twaweza_Ke/status/1537681244963627008

Top URLs in Tweet in G9:
[1] https://twitter.com/HistoryAtState/status/1536710825049825280

Top URLs in Tweet in G10:
[1] https://twitter.com/LauraMcShaneCLE/status/1537081311587979265?s=20&t=Izg9oDNd3z_b2yr10x0dsg

Top Domains
Top Domains in Tweet in Entire Graph:
[53] twitter.com
[28] opengovpartnership.org
[26] opengovasia.com
[19] opengov.gr
[15] opengov.com
[14] ri.gov
[11] google.com
[10] opengovva.org
[5] youtube.com
[5] open-government-deutschland.de

Top Domains in Tweet in G1:
[25] opengovpartnership.org
[8] twitter.com
[5] datasketch.co
[4] agacolombia.org
[3] gov.co
[2] zoom.us
[2] gob.gt
[2] myrgv.com
[1] mailchi.mp
[1] typeform.com

Top Domains in Tweet in G2:
[8] twitter.com
[4] archives.gov
[2] whitehouse.gov
[2] dhs.gov
[2] gsa.gov
[2] preservica.com
[1] youtube.com
[1] syr.edu
[1] digiphile.info
[1] usa.gov

Top Domains in Tweet in G3:
[4] clad.org
[2] twitter.com
[2] academia.edu
[1] oecd.org
[1] gencat.cat
[1] medium.com

Top Domains in Tweet in G4:
[2] gob.mx
[1] google.com
[1] plataformadigitalnacional.org

Top Domains in Tweet in G5:
[10] opengovva.org
[2] twitter.com
[2] washcog.org
[2] coloradofoic.org
[1] firstbranchforecast.com
[1] yakimaherald.com

Top Domains in Tweet in G6:
[20] opengovasia.com
[6] twitter.com
[3] google.com
[3] hipeople.biz
[3] opengov.gr
[2] datingscams101.com
[2] marylandattorneygeneral.gov
[2] hs-sites.com
[2] ri.gov
[2] opengov.com

Top Domains in Tweet in G7:
[5] open-government-deutschland.de
[3] twitter.com
[2] youtube.com
[1] paper.li

Top Domains in Tweet in G8:
[3] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[373] opengov
[33] opendata
[29] gobiernoabierto
[22] foia
[20] youth
[20] wasexo
[19] semanapdn
[19] transparency
[19] avrankou
[18] kenya



Top Hashtags in Tweet in G1:
[121] opengov
[20] youth
[6] storytelling
[6] opendata
[5] openstories
[4] accountability
[4] ogp
[3] kenya
[3] transparency
[3] opencontracting

Top Hashtags in Tweet in G2:
[26] opengov
[8] foia
[2] opendata
[2] government
[2] epa
[1] fixfoia
[1] transparency
[1] mats

Top Hashtags in Tweet in G3:
[19] opengov
[16] gobiernoabierto
[10] openstate
[9] estadoabierto
[1] innovaciónpública
[1] ogplocal
[1] reformadelestado
[1] datause

Top Hashtags in Tweet in G4:
[19] semanapdn
[12] opengov
[9] gobiernoabierto
[8] datosabiertos
[8] plataformadigitalnacional
[8] buenasprácticas
[8] méxico
[7] día2
[7] pdn
[6] opendata

Top Hashtags in Tweet in G5:
[34] opengov
[11] foia
[10] transparency
[2] coleg
[2] copolitics
[1] opencourts
[1] metaversities

Top Hashtags in Tweet in G6:
[12] opengov
[7] futureofag
[7] agriculture
[7] technology
[3] avlgov
[3] avlnews
[2] policy
[2] gobiernoabierto
[2] research
[2] philippines

Top Hashtags in Tweet in G7:
[6] opengov
[5] ogpde
[4] bildung
[4] bne
[4] nachhaltigkeit
[4] egov
[2] innovation
[1] sdgs
[1] unesco
[1] partizipation

Top Hashtags in Tweet in G8:
[23] opengov
[15] kenya
[8] mondaythoughts
[2] demokrasiayetu
[2] ogpkenya

Top Hashtags in Tweet in G9:
[3] opengov

Top Hashtags in Tweet in G10:
[3] opengov
[3] transparency

Top Words
Top Words in Tweet in Entire Graph:
[373] #opengov
[92] opengovpart
[71] public
[68] opengov
[68] government
[65] open
[49] asia
[47] join
[43] ogp
[43] meeting

Top Words in Tweet in G1:
[121] #opengov
[79] opengovpart
[36] join
[26] ogp
[21] conversation
[21] future
[20] calling
[20] #youth
[20] interested
[20] july

Top Words in Tweet in G2:
[26] #opengov
[11] digiphile
[10] committee
[8] #foia
[8] advisory
[7] public
[7] letter
[7] records
[7] americans
[6] usnatarchives

Top Words in Tweet in G3:
[32] diplogobabierto
[19] abierto
[19] #opengov
[18] estamos
[18] pensando
[18] ofrecer
[18] nueva
[18] edición
[18] nuestro
[18] diplomado

Top Words in Tweet in G4:
[35] sesnaoficial
[19] #semanapdn
[13] conoce
[12] #opengov
[12] recomendación
[12] vinculante
[9] #gobiernoabierto
[8] #datosabiertos
[8] interconectarse
[8] #plataformadigitalnacional

Top Words in Tweet in G5:
[34] #opengov
[29] public
[24] washingtoncog
[22] going
[21] records
[17] colorado
[15] cofoic
[14] wa
[13] open
[12] news

Top Words in Tweet in G6:
[38] opengov
[34] asia
[12] #opengov
[7] #futureofag
[7] #agriculture
[7] #technology
[6] technology
[5] public
[4] make
[4] meeting

Top Words in Tweet in G7:
[8] mitgestalten
[6] #opengov
[5] #ogpde
[4] strategie
[4] #bildung
[4] nachhaltige
[4] entwicklung
[4] bne
[4] #bne
[4] #nachhaltigkeit

Top Words in Tweet in G8:
[36] twaweza_ke
[23] #opengov
[16] countries
[16] means
[16] putting
[16] citizens
[16] centre
[16] driving
[16] seat
[16] government

Top Words in Tweet in G9:
[3] shared
[3] #opengov
[3] job
[3] mentee
[3] colleague
[3] natsecgirlsquad
[3] socintelhist
[3] shafrhistorians
[2] historyatstate
[2] shfghist

Top Words in Tweet in G10:
[3] #opengov
[3] #transparency
[2] lauramcshanecle
[2] nextcentcit
[2] mayorbibb
[2] disappointed
[2] agenda
[2] assuming
[2] make
[2] scenesallard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] opengov,asia
[28] open,government
[23] opengovpart,join
[21] gobierno,abierto
[21] #opengov,opengovpart
[20] calling,#youth
[20] #youth,interested
[20] interested,#opengov
[20] join,july
[20] july,6th

Top Word Pairs in Tweet in G1:
[23] opengovpart,join
[20] calling,#youth
[20] #youth,interested
[20] interested,#opengov
[20] #opengov,opengovpart
[20] join,july
[20] july,6th
[20] 6th,conversation
[20] conversation,future
[18] blairglencorse,calling

Top Word Pairs in Tweet in G2:
[8] advisory,committee
[6] #foia,advisory
[6] committee,members
[6] members,meet
[6] meet,discuss
[6] discuss,vote
[5] letter,advocacy
[5] advocacy,groups
[5] groups,historians
[5] historians,urge

Top Word Pairs in Tweet in G3:
[18] estamos,pensando
[18] pensando,ofrecer
[18] ofrecer,nueva
[18] nueva,edición
[18] edición,nuestro
[18] nuestro,diplomado
[18] diplomado,segundo
[18] segundo,semestre
[18] semestre,formato
[18] formato,remoto

Top Word Pairs in Tweet in G4:
[12] recomendación,vinculante
[10] sesnaoficial,#semanapdn
[8] #gobiernoabierto,#datosabiertos
[8] vinculante,interconectarse
[8] interconectarse,#plataformadigitalnacional
[8] #buenasprácticas,#méxico
[8] #méxico,encamina
[8] encamina,tecnología
[8] tecnología,eficaz
[8] eficaz,bajo

Top Word Pairs in Tweet in G5:
[12] public,records
[11] public,officials
[11] vcog,daily
[11] daily,access
[11] access,news
[11] think,cost
[11] cost,obtaining
[11] obtaining,public
[11] records,colorado
[11] colorado,high

Top Word Pairs in Tweet in G6:
[34] opengov,asia
[7] asia,#futureofag
[7] #futureofag,#agriculture
[7] #agriculture,#technology
[4] asia,opengov
[3] #avlgov,#avlnews
[3] #avlnews,#opengov
[3] polyu,mtr
[3] mtr,groups
[3] groups,explore

Top Word Pairs in Tweet in G7:
[4] strategie,#bildung
[4] #bildung,nachhaltige
[4] nachhaltige,entwicklung
[4] entwicklung,bne
[4] bne,mitgestalten
[4] mitgestalten,#bne
[4] #bne,#ogpde
[4] #ogpde,#nachhaltigkeit
[4] #egov,#opengov
[4] #opengov,service

Top Word Pairs in Tweet in G8:
[16] #opengov,means
[16] means,putting
[16] putting,citizens
[16] citizens,centre
[16] centre,driving
[16] driving,seat
[16] seat,government
[16] government,action
[16] action,summary
[16] summary,lessons

Top Word Pairs in Tweet in G9:
[3] shared,#opengov
[3] #opengov,job
[3] job,mentee
[3] mentee,colleague
[3] colleague,natsecgirlsquad
[3] natsecgirlsquad,socintelhist
[3] socintelhist,shafrhistorians
[2] historyatstate,shared
[2] shafrhistorians,shfghist

Top Word Pairs in Tweet in G10:
[3] #opengov,#transparency
[2] nextcentcit,mayorbibb
[2] mayorbibb,disappointed
[2] disappointed,#opengov
[2] #transparency,agenda
[2] agenda,assuming
[2] assuming,make
[2] scenesallard,shontelmbrown
[2] shontelmbrown,ericjbrewercle
[2] ericjbrewercle,weingart2022

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@twaweza_ke
@sesnaoficial
@diplogobabierto
@washingtoncog
@blairglencorse
@cofoic
@redmatriz
@digiphile
@villeavrankou

Top Mentioned in G1:
@opengovpart
@blairglencorse
@ivyong_ph
@act4integrity
@twaweza_ke
@kpk_ri
@pj_braithwaite
@rowanemslie
@sashatwining
@opencontracting

Top Mentioned in G2:
@digiphile
@usnatarchives
@potus
@ombpress
@seanatgreenwire
@secmayorkas
@tracreports
@foia_ombuds
@gavinfreeguard
@whitehouse

Top Mentioned in G3:
@diplogobabierto
@redmatriz
@riga_latam
@clad_org
@opengovpart
@inap
@gigapp
@opendatawatch
@inapuchile
@oecdgov

Top Mentioned in G4:
@sesnaoficial
@sesaech
@sesaet
@sesea_chihuahua
@seajalisco
@sesaemm_
@agendacaf
@campechesae
@sesladurango
@guanajuatosesea

Top Mentioned in G5:
@washingtoncog
@cofoic
@openoregon
@sturmcol
@yakima_herald
@nfoic
@opengovva
@congressradar
@openthegov
@mirandareporter

Top Mentioned in G6:
@gestionpublicav

Top Mentioned in G7:
@rebastion
@robertharm
@forbescmo
@forbes
@forbestech
@forbeswomen
@forbes_india
@opengov
@opengovpart
@jimsinur

Top Mentioned in G8:
@twaweza_ke
@opengovpart
@aeyakuze
@nandi029
@elgeyomarakwetc
@officialmakueni
@vihigacountygov
@nms_kenya
@mzalendowatch

Top Mentioned in G9:
@natsecgirlsquad
@socintelhist
@shafrhistorians
@historyatstate
@shfghistorians
@historyed
@ncisorg
@mwhwg
@wcapsnet

Top Mentioned in G10:
@lauramcshanecle
@mayorbibb
@shontelmbrown
@ericjbrewercle
@weingart2022
@tariq_shabazz_
@chrisronayne
@njkaitlindurbin
@sosayslucia
@nextcentcit

Top Tweeters
Top Tweeters in Entire Graph:
@johangreg
@suekhi
@opensource_orgs
@kmontenegro
@marekamalili
@foxnews
@suriyasubraman
@mackette52
@forbes
@watchdogsniffer

Top Tweeters in G1:
@pcdnetwork
@f_fusterfabra
@kabigon89
@realbskylstad
@okokoowen
@damarjuniarto
@nolundil
@rogerbuch
@observatoricat
@donrudi

Top Tweeters in G2:
@carriweatherwax
@wd5jlr
@digiphile
@4mrkw
@wellsblackerby
@usnatarchives
@allenorresq
@bekinc
@merconference
@vevecurl

Top Tweeters in G3:
@rudycedenho
@ictlogist
@marcela51206720
@f_javier_acuna
@el_bid
@redmatriz
@uchile
@clad_org
@gigapp
@cepal_onu

Top Tweeters in G4:
@flormartinez23
@agendacaf
@carlospc_mx
@patitalavera
@cdigotranspare1
@rigobertomtzb
@ruiz_mena
@randy24041975
@dgpatto
@sesaemm_

Top Tweeters in G5:
@mackette52
@harrisj
@ariarmstrong
@julibunting
@fishnette
@yakima_herald
@mattsebastian
@ehernandez
@jim_brunner
@slyons58

Top Tweeters in G6:
@watchdogsniffer
@dailynews79
@gestionpublicav
@bulletin_ex
@lfvelezphd
@horanytaban
@sixstonejars1
@minsongx
@datingscams101
@peterkwells

Top Tweeters in G7:
@forbes
@reutersbiz
@forbestech
@forbeslife
@bbcbusiness
@sdgsbot
@harvardbiz
@forbes_india
@govern
@nasa

Top Tweeters in G8:
@marekamalili
@manenoizaak
@noor_abdul
@zittokabwe
@mzalendowatch
@mabalamakengeza
@aeyakuze
@zahratunda
@twaweza_nisisi
@idahknowles

Top Tweeters in G9:
@aaihs
@shafrhistorians
@mwhwg
@lulac
@wcapsnet
@natsecgirlsquad
@historyed
@socintelhist
@ncobpstweets
@ncisorg

Top Tweeters in G10:
@propublica
@lauramcshanecle
@cityofcleveland
@njkaitlindurbin
@scenesallard
@nextcentcit
@eyeonoh
@sosayslucia
@chrisronayne
@tariq_shabazz_