opengov, Twitter, 10/13/2022 2:39:12 PM, 282799


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opengov_2022-10-13_07-34-25.xlsx
opengov_2022-10-13_07-34-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2022
Short Description:
opengov via NodeXL https://bit.ly/3CyyC4q
@opengovpart
@opengovitaly
@oecdgov
@karounos
@pasokoprophet
@digiphile
@lauramcshanecle
@diplogobabierto
@opennrw
@opengov

Top hashtags:
#opengov
#ogpitaly2022
#gobiernoabierto
#opendata
#outnow
#policymakers

Description:
Description
The graph represents a network of 769 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, 13 October 2022 at 14:35 UTC.

The requested start date was Thursday, 13 October 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, 22-hour, 31-minute period from Thursday, 29 September 2022 at 00:09 UTC to Wednesday, 12 October 2022 at 22:41 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 : 769
Unique Edges : 692
Edges With Duplicates : 1500
Total Edges : 2192
Number of Edge Types : 5
Retweet : 584
MentionsInRetweet : 943
Mentions : 447
Tweet : 173
Replies to : 45
Self-Loops : 186
Reciprocated Vertex Pair Ratio : 0.0460405156537753
Reciprocated Edge Ratio : 0.0880281690140845
Connected Components : 91
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 467
Maximum Edges in a Connected Component : 1690
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.085556
Graph Density : 0.0019234937147811
Modularity : 0.442573
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 769 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, 13 October 2022 at 14:35 UTC.

The requested start date was Thursday, 13 October 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, 22-hour, 31-minute period from Thursday, 29 September 2022 at 00:09 UTC to Wednesday, 12 October 2022 at 22:41 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:
[7] https://whova.com/web/aFPJJwFw1-5A-@X8nmGKpYoiRGbAU90iV16eyUIEkS4=/
[7] https://www.academia.edu/54375848/Panorama_global_del_gobierno_abierto_local_Avances_y_desaf%C3%ADos_de_la_estrategia_de_gobierno_abierto_subnacional_en_el_marco_de_Open_Government_Partnership_OGP_
[6] http://www.opengov.gr/home
[5] https://www.opengovpartnership.org/documents/creating-ogps-future-together-phase-1-report/
[4] https://www.opengovpartnership.org/about/who-we-are/steering-committee/
[4] https://opengov.ellak.gr/2022/10/11/dimosiefthike-i-etisia-ekthesi-tis-evropaikis-epitropis-gia-tin-ilektroniki-diakivernisi-stin-evropi/
[4] https://eu.app.swapcard.com/event/euregionsweek-2022/planning/UGxhbm5pbmdfOTYwNjMz
[4] https://coloradofoic.org/fifty-years-ago-voter-approval-of-the-sunshine-law-ushered-in-a-new-era-of-government-transparency-in-colorado-it-also-meant-no-more-beer-for-the-state-capitol-press-corps/
[4] http://www.opengov.gr/home/2022/10/08/9270?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.fordfoundation.org/news-and-stories/stories/posts/weaving-resilience-for-a-stronger-civil-society-in-the-global-south/

Top URLs in Tweet in G1:
[4] https://www.opengovpartnership.org/documents/creating-ogps-future-together-phase-1-report/
[4] https://www.opengovpartnership.org/about/who-we-are/steering-committee/
[4] https://eu.app.swapcard.com/event/euregionsweek-2022/planning/UGxhbm5pbmdfOTYwNjMz
[2] https://www.opengovpartnership.org/broken-links/
[2] https://www.academia.edu/54375848/Panorama_global_del_gobierno_abierto_local_Avances_y_desaf%C3%ADos_de_la_estrategia_de_gobierno_abierto_subnacional_en_el_marco_de_Open_Government_Partnership_OGP_
[1] https://www.opengovpartnership.org/creating-ogps-future-together/
[1] https://open.gov.it/en/news/30-new-members-ogp-local
[1] https://www.opengovpartnership.org/broken-links/data-explorer/country/europe/
[1] https://open.gov.it/en/participate/opengov-champion-award
[1] https://legalinstruments.oecd.org/en/instruments/OECD-LEGAL-0438

Top URLs in Tweet in G2:
[7] https://whova.com/web/aFPJJwFw1-5A-@X8nmGKpYoiRGbAU90iV16eyUIEkS4=/
[4] https://coloradofoic.org/fifty-years-ago-voter-approval-of-the-sunshine-law-ushered-in-a-new-era-of-government-transparency-in-colorado-it-also-meant-no-more-beer-for-the-state-capitol-press-corps/
[2] https://www.marylandmatters.org/2022/10/04/opinion-no-transparency-in-the-toll-lanes-traffic-modeling/
[1] https://www.nfoic.org/foi-center/foi-summits/2022-national-foi-summit-vendor-page/
[1] https://twitter.com/flctrga/status/1579938783533092865
[1] https://twitter.com/flctrga/status/1576883869533745153
[1] https://twitter.com/FLCTRGA/status/1577264764727660544
[1] https://twitter.com/Jason_Garcia/status/1578362844193517568
[1] https://twitter.com/bgrueskin/status/1579660426023178240
[1] https://twitter.com/AvwriterJoe/status/1577402476512579585

Top URLs in Tweet in G3:
[5] https://www.academia.edu/54375848/Panorama_global_del_gobierno_abierto_local_Avances_y_desaf%C3%ADos_de_la_estrategia_de_gobierno_abierto_subnacional_en_el_marco_de_Open_Government_Partnership_OGP_
[1] https://www.cepal.org/es/publicaciones/44769-gobierno-abierto-al-estado-abierto-america-latina-caribe
[1] https://twitter.com/cristianpareja/status/1579442396257210369
[1] https://twitter.com/opengovpart/status/1576997722128646145
[1] https://twitter.com/instanticorrup/status/1575254331502350336
[1] https://twitter.com/chilecompra/status/1578463456260665344
[1] https://twitter.com/redmatriz/status/1558555034408796160
[1] https://www.academia.edu/48904504/Gobernabilidad_efectiva_en_tiempos_de_incertidumbre_Innovaciones_en_gobernabilidad_local_en_Am%C3%A9rica_Latina_y_el_Caribe
[1] https://www.academia.edu/49004202/Gu%C3%ADa_OCDE_para_Dise%C3%B1ar_e_Implementar_Estrategias_Territoriales_de_Gobierno_Abierto_en_Colombia
[1] https://www.academia.edu/45929953/Gobierno_abierto_y_gesti%C3%B3n_p%C3%BAblica_para_el_desarrollo_sostenible_paradojas_encrucijadas_y_p%C3%A9ndulos_en_el_contexto_latinoamericano

Top URLs in Tweet in G4:
[1] https://opengovasia.com/new-south-wales-invests-in-plastic-recycling-tech/
[1] https://www.opengovpartnership.org/documents/creating-ogps-future-together-phase-1-report/
[1] https://stories.opengov.com/tucsonaz/published/sBnAsNW0E
[1] https://stories.opengov.com/tucsonaz/published/QMU_Csil6
[1] http://www.participatorypolitics.org/value-of-non-profit-opengov-projects/
[1] https://opengovasia.com/intensifying-philippine-border-protection-efforts/
[1] https://opengovasia.com/exclusive-zero-trust-architecture-and-ransomware-protection-two-pronged-approach-to-secure-smart-nation/
[1] https://opengovasia.com/making-queensland-a-space-hub/
[1] https://opengovasia.com/hku-researchers-develop-ultra-strong-aerogel-tech/
[1] https://opengovasia.com/the-u-s-to-advance-ocean-ecosystem-research/

Top URLs in Tweet in G5:
[1] https://www.justice.gov/opa/speech/associate-attorney-general-vanita-gupta-delivers-remarks-chief-foia-officers-council
[1] https://www.techdirt.com/2022/10/11/justice-department-files-disgusting-attack-on-journalist-jason-leopold-for-being-good-at-his-job/
[1] https://e-pluribusunum.org/2019/02/22/after-years-of-delays-and-democratic-regression-usa-releases-weak-open-government-plan/
[1] https://twitter.com/GavinFreeguard/status/1575154588788953098
[1] https://open.usa.gov/national-action-plan/co-creation/
[1] https://twitter.com/JusticeCanadaEN/status/1577372518675275776
[1] https://www.worldfoodprize.org/documents/filelibrary/2016_bd_transcripts/Secretarys_Roundtable__Open_Data_fo_FEAD3C5047FED.pdf
[1] https://www.whitehouse.gov/ostp/ai-bill-of-rights/listening-to-the-american-people/
[1] https://open.usa.gov/national-action-plan/co-creation/outreach/
[1] https://twitter.com/OpenGovCan/status/1577298546801393664

Top URLs in Tweet in G6:
[1] https://oe.cd/citizen-participation-guidelines

Top URLs in Tweet in G7:
[2] https://www.formez.it/notizie/incontro-regionale-europeo-ogp-2022
[1] https://www.oecd.org/gov/open-government/masuring-the-impact-of-open-government-reforms.pdf
[1] https://twitter.com/wireditalia/status/1576950323960332294
[1] https://twitter.com/opengovitaly/status/1577193300313837568
[1] https://twitter.com/FormezPA/status/1577622926655950849
[1] https://jimsinur.blogspot.com/2022/10/survive-changing-change.html
[1] https://jimsinur.blogspot.com/2022/10/what-have-folks-been-reading-lately.html
[1] https://twitter.com/formezpa/status/1577622926655950849

Top URLs in Tweet in G9:
[2] https://open.canada.ca/en/content/national-action-plan-open-government
[1] https://www.ic.gc.ca/eic/site/063.nsf/eng/h_97992.html?utm_campaign=tbs-sct-22-23&utm_source=twt&utm_medium=smo&utm_content=10-41t120-en
[1] https://open.canada.ca/en/content/national-action-plan-open-government?utm_campaign=tbs-sct-22-23&utm_source=twt&utm_medium=smo&utm_content=9-39t116-en
[1] https://open.canada.ca/en/content/national-action-plan-open-government?utm_campaign=tbs-sct-22-23&utm_source=twt&utm_medium=smo&utm_content=9-39t117-en
[1] https://open.canada.ca/en/content/national-action-plan-open-government?utm_campaign=tbs-sct-22-23&utm_source=twt&utm_medium=smo&utm_content=9-39t141-en
[1] https://open.canada.ca/en/content/national-action-plan-open-government?utm_campaign=tbs-sct-22-23&utm_source=twt&utm_medium=smo&utm_content=10-40t115-en
[1] https://open.canada.ca/en/content/national-action-plan-open-government?utm_campaign=tbs-sct-22-23&utm_source=twt&utm_medium=smo&utm_content=10-40t127-en
[1] https://www.international.gc.ca/world-monde/international_relations-relations_internationales/ogp-pgo/index.aspx?utm_campaign=tbs-sct-22-23&utm_source=twt&utm_medium=smo&utm_content=10-41t110-en&lang=eng
[1] https://www.eventbrite.ca/e/2022-canadian-open-data-summit-tickets-371372092927?aff=CODS22Twitter
[1] https://twitter.com/ryanjhum/status/1575229499486060545

Top URLs in Tweet in G10:
[2] https://twitter.com/ATPerzynski/status/1579861380202901506?s=20&t=ioixXtcsWKEvY5hRHqgj1A
[2] http://realneo.us/content/transparency-camp-cleveland-2016
[1] https://twitter.com/CLEforTransit/status/1578727951113531392?s=20&t=PK6lZ2J20sdDLAIbS9fXDg
[1] https://cleveland.housing.health/
[1] https://www.datadayscle.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[55] twitter.com
[23] opengovpartnership.org
[22] opengov.gr
[19] opengov.com
[12] einnews.com
[11] academia.edu
[9] opengovva.org
[9] opengovasia.com
[8] canada.ca
[7] whova.com

Top Domains in Tweet in G1:
[19] opengovpartnership.org
[12] twitter.com
[4] swapcard.com
[3] academia.edu
[2] gov.it
[2] oecd.org
[1] ogpstories.org
[1] eventbrite.com
[1] youtube.com
[1] sched.com

Top Domains in Tweet in G2:
[7] whova.com
[6] twitter.com
[4] coloradofoic.org
[2] marylandmatters.org
[1] nfoic.org
[1] revealnews.org

Top Domains in Tweet in G3:
[8] academia.edu
[6] twitter.com
[1] cepal.org

Top Domains in Tweet in G4:
[9] opengovasia.com
[9] opengovva.org
[5] opengov.com
[5] ri.gov
[4] twitter.com
[3] opengov.gr
[3] einnews.com
[2] opengovpartnership.org
[2] triblive.com
[1] participatorypolitics.org

Top Domains in Tweet in G5:
[6] twitter.com
[2] usa.gov
[1] justice.gov
[1] techdirt.com
[1] e-pluribusunum.org
[1] worldfoodprize.org
[1] whitehouse.gov
[1] opengovpartnership.org
[1] gao.gov
[1] archives.gov

Top Domains in Tweet in G6:
[1] oe.cd

Top Domains in Tweet in G7:
[4] twitter.com
[2] formez.it
[2] blogspot.com
[1] oecd.org

Top Domains in Tweet in G9:
[8] canada.ca
[3] twitter.com
[2] gc.ca
[1] eventbrite.ca

Top Domains in Tweet in G10:
[3] twitter.com
[2] realneo.us
[1] housing.health
[1] datadayscle.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[390] opengov
[84] ogpitaly2022
[59] gobiernoabierto
[45] opendata
[40] outnow
[40] policymakers
[40] citizenparticipation
[23] transparency
[23] ogplocal
[22] europe



Top Hashtags in Tweet in G1:
[213] opengov
[79] ogpitaly2022
[25] opendata
[20] ogplocal
[16] europe
[11] gobiernoabierto
[10] corruption
[8] ukraine
[7] participation
[6] civilsociety

Top Hashtags in Tweet in G2:
[20] opengov
[14] foisummit22
[9] foi
[6] publicrecords
[6] lovefl
[4] tech
[4] flapol
[4] coleg
[4] copolitics
[3] medialaw

Top Hashtags in Tweet in G3:
[45] gobiernoabierto
[17] estadoabierto
[9] opengov
[9] amã©ricaabierta
[1] openstate
[1] ogp
[1] ogpchile
[1] gobernanza
[1] opendata
[1] desenredatos

Top Hashtags in Tweet in G4:
[20] opengov
[9] foia
[9] transparency
[2] ai
[2] greek
[2] andyvermautfightsterrorismeveryday
[2] terroristsareneverreligiousorspiritualbeings
[2] stopthehatenow
[1] newspicks
[1] eskommtaufunsan

Top Hashtags in Tweet in G5:
[10] opengov
[1] justice
[1] accesstojustice
[1] opendata
[1] journalism

Top Hashtags in Tweet in G6:
[38] outnow
[38] policymakers
[38] citizenparticipation
[2] opengov

Top Hashtags in Tweet in G7:
[7] opengov
[7] roma
[3] digital
[3] europe
[2] ogpitaly2022
[2] civilsociety
[2] govtech
[1] tools
[1] measurement
[1] participation

Top Hashtags in Tweet in G8:
[9] ψηφιζω_πασοκ_γιατι
[1] î î‘î£îÿîš

Top Hashtags in Tweet in G9:
[26] opengov
[10] gc
[10] justice
[6] opendata
[5] openscience
[4] cods22
[2] dyk
[2] inclusive
[2] accesstojustice
[1] covid19

Top Hashtags in Tweet in G10:
[6] opengov
[3] opendata
[2] transparency
[1] smartcities
[1] housing
[1] graft

Top Words
Top Words in Tweet in Entire Graph:
[2322] î
[388] #opengov
[210] opengovpart
[109] îµî
[103] îºî
[97] ïƒî
[94] ogp
[91] government
[89] îµï
[84] #ogpitaly2022

Top Words in Tweet in G1:
[211] #opengov
[159] opengovpart
[89] ogp
[79] #ogpitaly2022
[45] ogp_irm
[44] community
[35] more
[33] strategy
[33] phase
[32] europe

Top Words in Tweet in G2:
[20] #opengov
[20] nfoic
[16] government
[12] #foisummit22
[12] years
[9] #foi
[9] transparency
[8] next
[8] sunshine
[8] month

Top Words in Tweet in G3:
[45] #gobiernoabierto
[32] redmatriz
[24] diplogobabierto
[22] abierto
[21] nuestro
[18] opengovpart
[17] #estadoabierto
[16] alujas
[16] profesor
[15] américa

Top Words in Tweet in G4:
[28] opengov
[20] #opengov
[12] asia
[11] news
[11] access
[9] 22
[9] #transparency
[9] government
[9] vcog
[9] daily

Top Words in Tweet in G5:
[10] foia
[10] #opengov
[7] digiphile
[5] dear
[5] whitehouse
[5] vanitaguptacr
[5] potus
[5] thejusticedept's
[5] role
[5] more

Top Words in Tweet in G6:
[38] effective
[38] better
[38] implement
[38] guide
[38] #policymakers
[38] processes
[38] practical
[38] #citizenparticipation
[38] understand
[38] #outnow

Top Words in Tweet in G7:
[12] governo
[8] meeting
[8] aperto
[8] regional
[7] formezpa
[7] #opengov
[5] 40
[5] grande
[5] #roma
[5] 12

Top Words in Tweet in G8:
[1353] î
[70] îµî
[55] ïƒî
[55] îµï
[47] îºî
[46] ïƒï
[38] îºï
[32] ïƒîµ
[26] ïœî
[19] την

Top Words in Tweet in G9:
[26] #opengov
[24] national
[23] action
[23] opengovcan
[21] plan
[19] more
[16] government
[15] opengovpart
[13] part
[11] data

Top Words in Tweet in G10:
[6] #opengov
[4] chrisronayne
[4] weingart2022
[3] rosiepalfy
[3] racheldissell
[3] #opendata
[3] clevejn
[3] atperzynski
[3] signalcleveland
[3] clecivictech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1608] î,î
[86] î,îµî
[82] î,îºî
[78] îµï,î
[75] î,ïƒî
[75] îºî,î
[74] ïƒî,î
[64] î,ïƒï
[64] îµî,î
[62] ïƒï,î

Top Word Pairs in Tweet in G1:
[23] regional,meeting
[22] opengovpart,ogp
[21] strategy,development
[20] europe,regional
[19] check,phase
[19] phase,report
[18] meeting,#ogpitaly2022
[18] development,check
[17] ceo,spradhanogp
[17] #opengov,community

Top Word Pairs in Tweet in G2:
[8] ago,next
[8] sunshine,law
[8] years,ago
[8] next,month
[6] government,transparency
[6] don,miss
[6] transparency,colorado
[6] ushered,government
[6] month,voter
[6] voter,approval

Top Word Pairs in Tweet in G3:
[16] alujas,redmatriz
[15] #gobiernoabierto,#estadoabierto
[15] américa,latina
[13] nuestro,diplomado
[12] redmatriz,upgrade
[11] clásico,#gobiernoabierto
[11] gobierno,abierto
[11] estado,abierto
[11] abierto,américa
[11] #estadoabierto,gobierno

Top Word Pairs in Tweet in G4:
[12] opengov,asia
[9] vcog,daily
[9] daily,access
[9] access,news
[7] news,10
[5] 00,pm
[5] see,agenda
[5] 10,22
[5] #opengov,#transparency
[4] opengov,online

Top Word Pairs in Tweet in G5:
[5] vanitaguptacr,given
[5] thejusticedept's,chief
[5] given,role
[5] chief,foia
[5] dear,vanitaguptacr
[5] foia,officer
[5] history,foia
[5] officer,history
[5] foia,litigation
[5] role,thejusticedept's

Top Word Pairs in Tweet in G6:
[38] implement,effective
[38] guide,#policymakers
[38] better,understand
[38] practical,guide
[38] #policymakers,better
[38] understand,implement
[38] effective,#citizenparticipation
[38] #outnow,practical
[38] #citizenparticipation,processes
[37] oecdgov,#outnow

Top Word Pairs in Tweet in G7:
[8] governo,aperto
[8] regional,meeting
[5] 11,12
[5] europe,regional
[4] paesi,rappresentati
[4] meeting,governo
[4] oltre,40
[4] 40,paesi
[4] #roma,europe
[4] rappresentati,buone

Top Word Pairs in Tweet in G8:
[917] î,î
[62] î,îµî
[53] îµï,î
[48] î,ïƒî
[46] ïƒî,î
[43] î,ïƒï
[42] îµî,î
[42] î,îµï
[41] ïƒï,î
[38] îºï,î

Top Word Pairs in Tweet in G9:
[23] national,action
[19] plan,#opengov
[19] action,plan
[11] 2022,24
[11] 24,national
[10] government,more
[9] more,transparent
[8] re,organization
[8] transparent,accountable
[8] heard,opengovpart

Top Word Pairs in Tweet in G10:
[4] chrisronayne,weingart2022
[3] clecivictech,clevejn
[3] signalcleveland,clecivictech
[3] rosiepalfy,signalcleveland
[2] atperzynski,rosiepalfy
[2] council,ppl
[2] clevejn,racheldissell
[2] aprilhirsh,paulrrochford
[2] racheldissell,ugh
[2] bike_cle,clefortransit

Top Replied-To
Top Replied-To in Entire Graph:
@fujirumors
@aprilhirsh
@elonmusk
@liberty_opengov
@kenblockri
@flctrga
@granickas
@alexcengler
@alondranelson46
@atperzynski

Top Replied-To in G1:
@granickas
@mathildebouye
@ogp_irm

Top Replied-To in G2:
@flctrga
@rafaelmandelman

Top Replied-To in G5:
@alondranelson46
@alexcengler

Top Replied-To in G8:
@kreonta_gmsai
@sdparty1974

Top Replied-To in G10:
@aprilhirsh
@bike_cle
@rosiepalfy
@atperzynski

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@ogp_irm
@oecdgov
@redmatriz
@opengovitaly
@opengovcan
@diplogobabierto
@spradhanogp
@nfoic
@opengovgr

Top Mentioned in G1:
@opengovpart
@ogp_irm
@opengovitaly
@spradhanogp
@jonjalex
@paolapisano77
@redmatriz
@naticarfi
@maassenpaul
@maryfrancoli

Top Mentioned in G2:
@nfoic
@cofoic
@bloomberg
@nytimes
@alamynsumar
@thomsonreuters
@abaesq
@innocence
@ellbeerob
@mjoyramsingh

Top Mentioned in G3:
@redmatriz
@diplogobabierto
@opengovpart
@riga_latam
@gobierno_uchile
@cepal_onu
@gigapp
@gigappalooza

Top Mentioned in G5:
@digiphile
@thejusticedept
@whitehouse
@vanitaguptacr
@potus
@potus44
@ombpress
@fbi
@foiapost
@olympiajoe

Top Mentioned in G6:
@oecdgov
@opengovpart
@hokatju
@vmuutiset
@maryf

Top Mentioned in G7:
@formezpa
@opengovpart
@opengovitaly
@opengov
@funzpub
@ogp_irm
@emilianoverga
@twittergov
@govern
@oecd

Top Mentioned in G8:
@giorgosg2002
@pasokserrwn
@dimitris_k8
@ekmaulistis
@kreonta_gmsai

Top Mentioned in G9:
@opengovcan
@opengovpart
@justicecanadaen
@ryanjhum
@rcmpgrcpolice
@opendatasociety
@cer_rec
@ogp_irm

Top Mentioned in G10:
@chrisronayne
@weingart2022
@signalcleveland
@clecivictech
@clevejn
@racheldissell
@lauramcshanecle
@atperzynski
@rosiepalfy
@clefortransit

Top Tweeters
Top Tweeters in Entire Graph:
@andyvermaut
@johangreg
@eraser
@donelichterman
@nobiggovduh
@nytimes
@washingtonpost
@forbes
@sisterdee0
@cnn

Top Tweeters in G1:
@akintonmide
@marianoheller
@f_fusterfabra
@asbelkemboi7
@unahub
@20qnana
@morenaragone
@jimenaperu
@observatoricat
@uclg_org

Top Tweeters in G2:
@nytimes
@washingtonpost
@cooljustice
@crewcrew
@willthewordguy
@ericacbarnett
@abaesq
@maryellenklas
@jonathanderson
@537votes

Top Tweeters in G3:
@jfcardenasr
@carlosruz_f
@redmatriz
@uchile
@danielcarranza
@clad_org
@forogpp
@cepal_onu
@ebersoncmontoya
@ramirezalujas

Top Tweeters in G4:
@andyvermaut
@donelichterman
@worldnews_guru
@news_by_larry
@wedgelive
@ppolitics
@softwarefanclub
@systems21747
@tribwestmoreco
@cityoftlh

Top Tweeters in G5:
@nobiggovduh
@digiphile
@earthspeakorg
@mmasnick
@jasonleopold
@mrandystevens
@niemanlabfuego
@olympiajoe
@deptofdefense
@usgao

Top Tweeters in G6:
@codeforpdx
@beartrust
@dgomezco
@arthursmid
@tinojaramillo
@llthingscitizen
@fabiolaoperales
@nydiadelhi
@paloma
@patrimir

Top Tweeters in G7:
@forbes
@reutersbiz
@forbestech
@forbeslife
@bbcbusiness
@harvardbiz
@yixuantu1
@emilianoverga
@govern
@feardept

Top Tweeters in G8:
@hamiolhs
@lsoid2pzivivrad
@saadksm
@t_gynaikwnpasok
@kreonta_gmsai
@sotpap1997
@christos_gr1
@spiros281219
@dimitris_k8
@odysseas_

Top Tweeters in G9:
@johangreg
@timethief
@_open_science_
@openscitalk
@marco_piani
@nserc_crsng
@cdnheritage
@tbs_canada
@maaikedelangen
@rcmpgrcpolice

Top Tweeters in G10:
@lauramcshanecle
@clevejn
@rosiepalfy
@globalcleveland
@cityofcleveland
@clecitycouncil
@racheldissell
@clefortransit
@sosayslucia
@chrisronayne


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