opengov, Twitter, 10/28/2021 7:15:50 PM, 264992


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opengov_2021-10-28_07-42-37.xlsx
opengov_2021-10-28_07-42-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
opengov via NodeXL https://bit.ly/3Bom50X
@opengovpart
@andresvarela
@digiphile
@opengov
@oknrw
@rebastion
@opengovitaly
@jimsinur
@gavinhayman_gw
@ramirezalujas

Top hashtags:
#opengov
#foia
#opendata
#ogp10
#gobiernoabierto
#ogpsummit
#oknrw
#transparency

Description:
Description
The graph represents a network of 1,155 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, 28 October 2021 at 14:44 UTC.

The requested start date was Thursday, 28 October 2021 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, 21-hour, 36-minute period from Thursday, 14 October 2021 at 01:00 UTC to Wednesday, 27 October 2021 at 22:36 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 : 1155
Unique Edges : 1016
Edges With Duplicates : 1947
Total Edges : 2963
Number of Edge Types : 5
Retweet : 762
MentionsInRetweet : 1244
Mentions : 630
Tweet : 243
Replies to : 84
Self-Loops : 254
Reciprocated Vertex Pair Ratio : 0.0406865861411316
Reciprocated Edge Ratio : 0.0781918142944411
Connected Components : 125
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 642
Maximum Edges in a Connected Component : 2095
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.081819
Graph Density : 0.00122817679143502
Modularity : 0.506242
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,155 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, 28 October 2021 at 14:44 UTC.

The requested start date was Thursday, 28 October 2021 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, 21-hour, 36-minute period from Thursday, 14 October 2021 at 01:00 UTC to Wednesday, 27 October 2021 at 22:36 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:
[16] https://www.opengovpartnership.org/open-government-awards/
[14] https://opengovasia.com/new-zealand-to-roll-out-latest-digital-transformation-strategy/
[10] https://www.opendemocracy.net/en/freedom-of-information/2020-was-worst-year-on-record-for-uk-government-secrecy/
[6] https://twitter.com/opengovpart/status/1450109892841385985
[6] https://covidtracker.pogo.org
[5] https://opengovasia.com/indonesia-implements-artificial-intelligence-to-boost-education/
[5] https://oknrw.de
[4] https://www.opengovpartnership.org/open-government-awards/ogp-impact-awards-americas-region/
[4] https://opengov.ellak.gr/2021/10/25/nea-ekdosi-tis-ergaliothikis-tou-evropaikoi-plesiou-dialitourgikotitas-eif/
[4] https://opengov.ellak.gr/2021/10/20/idrima-sintirisis-ke-anaptixis-anichtou-kodika-dimosion-ipiresion/

Top URLs in Tweet in G1:
[6] https://www.opengovpartnership.org/open-government-awards/
[3] https://www.opengovpartnership.org/open-government-awards/ogp-impact-awards-2021/
[3] https://www.whitehouse.gov/the-press-office/2016/12/07/fact-sheet-united-states-commitment-open-government-partnership-and-open
[2] https://www.opengovpartnership.org/campaigns/ten-years-of-ogp
[2] https://www.opengovpartnership.org/events/2021-irm-week/
[2] http://eventipa.formez.it/node/330631
[2] https://www.opengovpartnership.org/events/2021-ogp-academy/
[1] https://gmu.universitytickets.com/w/event.aspx?id=1382
[1] https://ogpstories.org/
[1] https://www.opengovpartnership.org/stories/ogp-local-new-plans-new-commitments/

Top URLs in Tweet in G2:
[5] https://oknrw.de
[4] http://theherdlocker.com/tweet/popularity/openGov
[3] https://opengovasia.com/new-zealand-to-roll-out-latest-digital-transformation-strategy/?utm_source=dlvr.it&utm_medium=twitter
[2] https://opengovasia.com/vietnam-releases-nationwide-digital-transformation-index/?utm_source=dlvr.it&utm_medium=twitter
[2] https://opengovasia.com/open-finance-framework-rolled-out-for-the-philippine-fintech-sector/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.opengovpartnership.org/open-government-awards/ogp-impact-awards-europe-region/
[1] https://www.opengovpartnership.org/open-government-awards/ogp-impact-awards-2021/
[1] https://twitter.com/opengovpart/status/1450109892841385985
[1] https://www.bundestag.de/services/opendata
[1] https://twitter.com/OpenParlTV/status/1450704018783752194

Top URLs in Tweet in G3:
[6] https://covidtracker.pogo.org
[2] https://e-pluribusunum.org/2021/09/16/biden-administration-asks-for-comment-on-broken-commitments-on-open-government/
[2] https://www.opengovpartnership.org/events/2021-irm-week/
[2] https://transparencycaucus.info/2021/10/14/save-the-date-transparency-caucus-event-on-pandemic-response-accountability-committee-transparency/
[1] https://e-pluribusunum.org/2019/07/08/how-this-white-house-is-failing-to-engage-the-public-about-the-federal-data-strategy/
[1] https://twitter.com/usdatagov/status/1451281331023929347
[1] https://PandemicOversight.gov
[1] https://twitter.com/opengov/status/1450827861162614784
[1] https://www.oge.gov/Web/OGE.nsf/resources_standards-of-conduct
[1] https://twitter.com/opengov/status/1451255728669347847

Top URLs in Tweet in G4:
[3] https://en.wikipedia.org/wiki/Yes_Minister
[2] https://www.opengovpartnership.org/open-government-awards/ogp-impact-awards-americas-region/
[2] http://e-learning-teleformacion.blogspot.com/2018/01/democratizing-cities-conference-indy.html
[1] https://www.dailymotion.com/video/x5v4rh9
[1] https://twitter.com/YesSirHumphrey/status/1452490424141090818
[1] https://idatosabiertos.org/wp-content/uploads/2021/06/GOBERNANZA4junio.pdf
[1] https://twitter.com/ildalatam/status/1412919663747534850
[1] https://futuros.abrelatam.org/agenda-2021/
[1] https://twitter.com/abrelatam/status/1446614397514878979
[1] https://twitter.com/TallerEAyPP/status/1453373274239471622

Top URLs in Tweet in G5:
[2] https://opengov.ideascale.com/a/dtd/David-Rockefeller-s-book-Memoirs-admits-secretly-conspiring-for-a-NWO/4007-4049

Top URLs in Tweet in G6:
[4] https://www.opengovpartnership.org/open-government-awards/
[2] https://opengovasia.com/vietnam-witnesses-rapid-growth-in-ict/
[2] https://opengovasia.com/digital-technology-estimated-to-earn-vietnam-74-billion-by-2030/
[2] https://opengovasia.com/digital-job-programme-launched-in-the-philippines/
[1] https://www.datibenecomune.it/2021/10/13/datibenecomune-vince-il-premio-opengov-champion/
[1] https://twitter.com/opencontracting/status/1448581954316689414
[1] https://twitter.com/Coleridge4Data/status/1448346641413586946
[1] https://opengovasia.com/quang-ninh-vietnam-uses-ict-to-fight-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[1] https://opengovasia.com/ict-solutions-for-philippine-public-schools-by-2022/?utm_source=dlvr.it&utm_medium=twitter
[1] https://opengovasia.com/the-philippines-continues-leveraging-ict-solutions-for-health-sector/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[9] https://www.opendemocracy.net/en/freedom-of-information/2020-was-worst-year-on-record-for-uk-government-secrecy/
[3] https://docs.google.com/document/d/160lCQGp_rN5AsK2MHetJ5GFq25ogUVpKFuHVqJBCy9Y/edit
[1] https://twitter.com/SVPhillimore/status/1453291511131557900
[1] https://thecritic.co.uk/who-judges-the-judges/
[1] https://www.crowdfunder.co.uk/fight-secrecy
[1] https://twitter.com/DinaBalabanova/status/1450565286709583876
[1] https://twitter.com/ACE_soas/status/1453330308938575874
[1] https://www.globalintegrity.org/2021/10/05/open-and-adaptive-october-reads/
[1] https://twitter.com/studentsnz/status/1451312196839886850
[1] https://twitter.com/campaignfoi/status/1446069834891018242

Top URLs in Tweet in G8:
[1] https://twitter.com/realchrisrufo/status/1448486717724393474
[1] https://twitter.com/nicoletta0602/status/1449551926329229314
[1] https://twitter.com/esanzi/status/1450126804505747459
[1] https://twitter.com/woketemple/status/1453167061614710789
[1] https://edgarcountywatchdogs.com/2021/10/district-303-school-board-member-resigns-after-foia-request-shows-she-filed-police-report-against-parent/
[1] https://jimsinur.blogspot.com/2021/10/what-are-people-reading-in-2021.html

Top URLs in Tweet in G9:
[1] https://www.linkedin.com/in/orensel-brumfield-chsp-8400833b
[1] https://twitter.com/KMKowalski/status/1448626929209384965

Top Domains
Top Domains in Tweet in Entire Graph:
[83] twitter.com
[52] opengovasia.com
[48] opengovpartnership.org
[21] ri.gov
[10] ellak.gr
[10] opendemocracy.net
[10] opengovva.org
[9] opengov.com
[9] google.com
[7] archives.gov

Top Domains in Tweet in G1:
[21] opengovpartnership.org
[12] twitter.com
[4] formez.it
[3] whitehouse.gov
[3] gob.ar
[2] ogpstories.org
[2] zoom.us
[2] cepal.org
[2] gob.es
[1] universitytickets.com

Top Domains in Tweet in G2:
[8] opengovasia.com
[5] oknrw.de
[4] twitter.com
[4] theherdlocker.com
[2] opengovpartnership.org
[2] coloradofoic.org
[2] google.com
[1] bundestag.de
[1] mailchi.mp
[1] seestadt.bot

Top Domains in Tweet in G3:
[11] twitter.com
[6] pogo.org
[5] opengovpartnership.org
[4] e-pluribusunum.org
[2] pandemicoversight.gov
[2] house.gov
[2] transparencycaucus.info
[1] oge.gov
[1] articulo19.org
[1] free.law

Top Domains in Tweet in G4:
[8] twitter.com
[3] wikipedia.org
[3] blogspot.com
[2] opengovpartnership.org
[1] dailymotion.com
[1] idatosabiertos.org
[1] abrelatam.org
[1] medium.com

Top Domains in Tweet in G5:
[2] ideascale.com

Top Domains in Tweet in G6:
[16] opengovasia.com
[12] ri.gov
[6] twitter.com
[5] opengovpartnership.org
[3] opengov.com
[3] linkedin.com
[3] ma.us
[3] opengov.gr
[2] facebook.com
[2] christianestay.com

Top Domains in Tweet in G7:
[9] opendemocracy.net
[6] twitter.com
[3] google.com
[2] co.uk
[1] globalintegrity.org

Top Domains in Tweet in G8:
[4] twitter.com
[1] edgarcountywatchdogs.com
[1] blogspot.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[571] opengov
[62] foia
[59] opendata
[48] ogp10
[42] gobiernoabierto
[39] ogpsummit
[37] oknrw
[34] transparency
[33] datibenecomune
[18] irmweek



Top Hashtags in Tweet in G1:
[134] opengov
[18] ogpsummit
[16] ogp10
[9] ogplocal
[8] opendata
[5] irmweek
[5] genderdata
[4] publicprocurement
[4] spaziocivico
[4] saa

Top Hashtags in Tweet in G2:
[37] oknrw
[26] opengov
[14] opensource
[10] bundestag
[9] opendata
[5] opennrw
[5] buergerbeteiligung
[5] digitaltransformation
[4] reminder
[4] technology

Top Hashtags in Tweet in G3:
[51] opengov
[12] irmweek
[6] ogpsummit
[3] opendata
[3] evidenceact
[3] ogp10
[1] ddj
[1] opengoov
[1] ogplocal
[1] ogpkenya

Top Hashtags in Tweet in G4:
[66] opengov
[34] gobiernoabierto
[10] govtech
[10] ogpsummit
[10] justiciaabierta
[10] openjustice
[9] chile
[9] ogp10
[8] opengovjedis
[8] innovacionpublica

Top Hashtags in Tweet in G6:
[21] opengov
[4] opendata
[3] ogp10
[3] ogplocal
[2] datibenecomune
[2] jobs
[2] futureofag
[2] agriculture
[2] technology
[1] datastrategy

Top Hashtags in Tweet in G7:
[20] opengov
[11] governance
[9] foi
[8] transparency
[7] democracy
[2] foia
[2] corruption
[2] adaptdev
[1] ogpsummit
[1] accountability

Top Hashtags in Tweet in G8:
[15] foia
[13] opengov
[9] librarians
[7] moms
[7] dads
[6] parenting
[4] criticalracetheory
[4] crt
[4] edchat
[4] fundlibraries

Top Hashtags in Tweet in G9:
[9] opengov
[3] transparency
[1] policereform
[1] endgerrymanderingohio
[1] informationispower

Top Hashtags in Tweet in G10:
[1] worldcoin
[1] msb
[1] reuters
[1] btc
[1] markzuckerberg
[1] fail
[1] facebook
[1] instagram
[1] creditcards
[1] gold

Top Words
Top Words in Tweet in Entire Graph:
[571] #opengov
[206] opengovpart
[192] ogp
[144] awards
[110] public
[109] 2021
[108] opengov
[105] open
[92] vote
[91] government

Top Words in Tweet in G1:
[134] #opengov
[108] opengovpart
[92] ogp
[77] awards
[53] vote
[38] open
[36] join
[35] 2021
[31] impact
[29] 10

Top Words in Tweet in G2:
[65] offene
[63] barcamp
[63] infrastrukturen
[63] 20
[63] 11
[57] oknrw
[52] resiliente
[52] kommunen
[51] 21
[50] online

Top Words in Tweet in G3:
[51] #opengov
[45] opengovpart
[28] spradhanogp
[25] ogp
[18] sign
[18] mou
[18] iriglobal
[16] government
[16] looking
[15] data

Top Words in Tweet in G4:
[66] #opengov
[34] opengovpart
[34] #gobiernoabierto
[30] redmatriz
[26] ogp
[22] gigapp
[22] comunidad
[20] gran
[18] awards
[16] ahí

Top Words in Tweet in G5:
[2] sarahda70359554
[2] archaicnonsense
[2] djmorpheus2007
[2] eubrainwashing
[2] mrsmoir271
[2] algernonparry
[2] nathpernod
[2] nocorruptjudges

Top Words in Tweet in G6:
[28] opengov
[23] asia
[21] #opengov
[14] meeting
[13] see
[13] agenda
[12] today
[12] october
[12] pm
[10] open

Top Words in Tweet in G7:
[20] #opengov
[18] public
[15] mforstater
[15] information
[15] need
[14] ridiculous
[14] people
[14] mean
[14] social
[14] media

Top Words in Tweet in G8:
[28] school
[15] #foia
[13] #opengov
[11] sexharassed
[9] #librarians
[7] schools
[7] #moms
[7] #dads
[6] #parenting
[6] alalibrary

Top Words in Tweet in G9:
[12] transparency
[9] #opengov
[5] clecitycouncil
[4] cityofcleveland
[3] #transparency
[3] bibbforcle
[3] bibb
[3] clepolice
[3] needs
[3] first

Top Words in Tweet in G10:
[7] litcapital
[5] nytimes
[5] gold
[4] btc
[4] price
[4] liberty_opengov
[3] giving
[3] convexical
[3] take
[3] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] #opengov,awards
[65] opengov,asia
[63] 2021,#opengov
[63] 20,11
[63] offene,infrastrukturen
[52] infrastrukturen,resiliente
[52] resiliente,kommunen
[51] barcamp,offene
[51] 11,21
[50] online,barcamp

Top Word Pairs in Tweet in G1:
[51] #opengov,awards
[28] 2021,#opengov
[22] impact,awards
[21] vote,2021
[21] ogp,impact
[20] cast,vote
[20] two,tracks
[20] tracks,ogp
[20] awards,impactful
[20] impactful,ogp

Top Word Pairs in Tweet in G2:
[63] offene,infrastrukturen
[63] 20,11
[52] infrastrukturen,resiliente
[52] resiliente,kommunen
[51] barcamp,offene
[51] 11,21
[50] online,barcamp
[39] kommunen,20
[27] 21,infos
[24] #oknrw,online

Top Word Pairs in Tweet in G3:
[18] sign,mou
[15] pleased,sign
[15] mou,iriglobal
[15] iriglobal,opengovpart
[15] opengovpart,greatly
[15] greatly,looking
[15] looking,forward
[15] forward,expanding
[15] expanding,collaboration
[15] collaboration,fight

Top Word Pairs in Tweet in G4:
[16] ahí,vamos
[13] #opengov,awards
[11] 2021,#opengov
[11] ogp,impact
[10] gran,oportunidad
[10] oportunidad,formación
[10] formación,gran
[10] gran,comunidad
[10] comunidad,#justiciaabierta
[10] #justiciaabierta,#openjustice

Top Word Pairs in Tweet in G5:
[2] sarahda70359554,archaicnonsense
[2] archaicnonsense,djmorpheus2007
[2] djmorpheus2007,eubrainwashing
[2] eubrainwashing,mrsmoir271
[2] mrsmoir271,algernonparry
[2] algernonparry,nathpernod
[2] nathpernod,nocorruptjudges

Top Word Pairs in Tweet in G6:
[23] opengov,asia
[13] see,agenda
[12] meeting,today
[12] today,october
[9] 00,pm
[7] pm,barrington
[5] #opengov,awards
[4] impact,awards
[4] committee,meeting
[4] barrington,public

Top Word Pairs in Tweet in G7:
[14] ridiculous,people
[14] people,mean
[14] mean,social
[14] social,media
[14] media,reason
[14] reason,release
[14] release,information
[14] information,public
[13] mforstater,ridiculous
[13] public,inter

Top Word Pairs in Tweet in G8:
[9] school,#librarians
[8] #opengov,#foia
[7] #moms,#dads
[6] #parenting,#moms
[4] #dads,#edchat
[3] requests,school
[3] school,#libraries
[3] #foia,schools
[3] school,board
[3] #foia,#opengov

Top Word Pairs in Tweet in G9:
[9] transparency,transparency
[3] first,principles
[3] principles,regulation
[3] regulation,transparency
[3] transparency,ashley
[3] ashley,brown
[2] keithsulzer,bibbforcle
[2] bibbforcle,safercle
[2] safercle,despite
[2] despite,bibb

Top Word Pairs in Tweet in G10:
[2] volatile,assets
[2] capital,gains
[2] trezor,ledger
[2] penn,giving

Top Replied-To
Top Replied-To in Entire Graph:
@litcapital
@opengovpart
@peterschiff
@wclementeiii
@liberty_opengov
@convexical
@chickenlilchip
@raulolivan
@apompliano
@myrightsri

Top Replied-To in G2:
@welt

Top Replied-To in G3:
@opengovpart
@maziehirono
@repjayapal
@justiceoig
@spradhanogp

Top Replied-To in G4:
@raulolivan
@gonzadieguez
@empleopositivo

Top Replied-To in G5:
@sarahda70359554

Top Replied-To in G7:
@duncan_edw

Top Replied-To in G8:
@nova_campaigns
@stacylangton
@esanzi

Top Replied-To in G9:
@malonespeaking
@keithsulzer
@steftalkstrash
@msgoldsby74
@arcraventree
@elundgard
@rationalohio
@clmwalkscle

Top Replied-To in G10:
@litcapital
@convexical
@wclementeiii
@peterschiff
@liberty_opengov
@apompliano
@alexblania
@btc_archive
@dennis_porter_
@cryptowhale

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@oknrw
@twaweza_ke
@redmatriz
@spradhanogp
@opengovitaly
@gigapp
@ramirezalujas
@iriglobal
@mzalendowatch

Top Mentioned in G1:
@opengovpart
@opengovitaly
@ametepeyfrancis
@opendatacharter
@sagostinelli
@opencontracting
@oketchelsheba
@opengovcan
@oecd
@spradhanogp

Top Mentioned in G2:
@oknrw
@opendatabundde
@openparltv
@rebastion
@cofoic
@eurostat
@ropengov
@robertharm
@kajakallas

Top Mentioned in G3:
@opengovpart
@spradhanogp
@iriglobal
@digiphile
@ogp_irm
@whitehouse45
@whitehouse
@potus
@opengov
@oversightgov

Top Mentioned in G4:
@opengovpart
@redmatriz
@gigapp
@ramirezalujas
@inapuchile
@diplogobabierto
@cpoliticauba
@govtechhub
@espaciospol
@gipgegauba

Top Mentioned in G5:
@archaicnonsense
@djmorpheus2007
@eubrainwashing
@mrsmoir271
@algernonparry
@nathpernod
@nocorruptjudges
@hatchydean
@sarahda70359554
@mcrobredz

Top Mentioned in G7:
@mforstater
@campaignfoi
@duncan_edw
@alanhudson1
@rosenbaum6
@emmalbriant
@timdavies
@gavinhayman_gw
@helen_access
@peterkgeoghegan

Top Mentioned in G8:
@sexharassed
@alalibrary
@asranomani
@stacylangton
@dhsgov
@fcpsnews
@sebgorka
@suzannesannwald
@lukerosiak
@nicoletta0602

Top Mentioned in G9:
@clecitycouncil
@cityofcleveland
@bibbforcle
@clepolice
@safercle
@lauramcshanecle
@cuyahogadems
@catherineturcer
@justinmbibb
@cledocumenters

Top Mentioned in G10:
@nytimes
@jaketapper
@litcapital
@kevinolearytv
@trezor
@ledger
@live2teachlives
@pennmedicine
@cnbc
@jimcramer

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@robre62
@docwashburn
@artificialbra1n
@ipythonistabot
@discovertech3
@reuters
@mastaofmp3s
@eraser
@maryalicebisho2

Top Tweeters in G1:
@robre62
@terpsichore_los
@grassrootsdnc
@georges_jc
@f_fusterfabra
@lifeofmshaba
@jimenaperu
@ciudaddemendoza
@giosca3giovanna
@donrudi

Top Tweeters in G2:
@chidambara09
@discovertech3
@welt
@cptleto
@opensource_orgs
@def_izit
@jdj1112
@milocamj
@pythonroboto
@realstreetsden

Top Tweeters in G3:
@maryalicebisho2
@digiphile
@emekaokoye
@joseph_santoro
@vickimo08056436
@codeforpdx
@evisceratebot
@kqed
@propublica
@humangayatheist

Top Tweeters in G4:
@eraser
@ricardo_ik_ahau
@pequeninwarrior
@alemolina24
@gobaragon
@rafacamu
@novagob
@indy_johar
@red_carolina
@redmatriz

Top Tweeters in G5:
@janet_cutts1
@wimgrommen
@gartsidejackie
@truthvulgarians
@1bjdj
@martini_wahine
@elaine26459022
@archaicnonsense
@mcrobredz
@wendalfrobisher

Top Tweeters in G6:
@gregorydevans
@eurojournaleng
@torch_sec
@manxfreestate
@getcalciso
@minsongx
@ch_estay
@melissa_schober
@joinkoop
@futureofag

Top Tweeters in G7:
@sound_of_sirens
@solange_lebourg
@nwtog
@dringcarol
@stilltish
@dianjo
@peterkgeoghegan
@kdholmwood
@emmalbriant
@naectegale

Top Tweeters in G8:
@docwashburn
@forbes
@kmcaton
@reutersbiz
@tclanmom
@forbestech
@bbcbusiness
@forbeslife
@micheleschiesse
@harvardbiz

Top Tweeters in G9:
@lauramcshanecle
@thecityclub
@malonespeaking
@msgoldsby74
@danmoulthrop
@spectrumnews1oh
@acluohio
@lwvgrcleveland
@cityofcleveland
@bradcromes

Top Tweeters in G10:
@reuters
@cnbc
@nytimes
@jaketapper
@jimcramer
@axios
@danheld
@apompliano
@dog884
@petermccormack