opengov, Twitter, 5/26/2022 2:52:53 PM, 277101


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opengov_2022-05-26_07-34-25.xlsx
opengov_2022-05-26_07-34-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
opengov via NodeXL https://bit.ly/3NDRpiC
@opengovpart
@digiphile
@this0499154500
@ppolitics
@rebastion
@ozg_lounge
@opengov
@opengovitaly
@thewjp
@fiscaltrans

Top hashtags:
#opengov
#opengovweek
#gobiernoabiertoec
#opengovernment
#คณะก้าวหน้า
#opendata
#civictech

Description:
Description
The graph represents a network of 1,191 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, 26 May 2022 at 14:36 UTC.

The requested start date was Thursday, 26 May 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, 18-hour, 52-minute period from Thursday, 12 May 2022 at 02:00 UTC to Wednesday, 25 May 2022 at 20:52 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 : 1191
Unique Edges : 838
Edges With Duplicates : 2966
Total Edges : 3804
Number of Edge Types : 5
Retweet : 1097
MentionsInRetweet : 1693
Mentions : 576
Replies to : 41
Tweet : 397
Self-Loops : 422
Reciprocated Vertex Pair Ratio : 0.0426049908703591
Reciprocated Edge Ratio : 0.0817279626386457
Connected Components : 136
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 713
Maximum Edges in a Connected Component : 2771
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.755692
Graph Density : 0.00120864466693478
Modularity : 0.392651
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,191 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, 26 May 2022 at 14:36 UTC.

The requested start date was Thursday, 26 May 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, 18-hour, 52-minute period from Thursday, 12 May 2022 at 02:00 UTC to Wednesday, 25 May 2022 at 20:52 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:
[89] https://us06web.zoom.us/meeting/register/tZAsc--uqTIsHdXq1Y1M7KmuQzK0M2G9sQa5?fbclid=IwAR2KScoEJQJw-pI0fPuv0iTgIywHKhXROiSSQuZ1FoRGBs4x9qGWQxMlXd0
[11] https://attendify.co/world-justice-forum-2022-qJJ8C9j
[10] https://opengovweek.org/events/Germany/
[8] https://www.opengovpartnership.org/skeptics-guide-to-open-government-2022-edition
[7] http://radar.oreilly.com/2010/05/code-for-america-empowering-so.html
[6] https://opengov.ellak.gr/2022/05/16/apothetirio-psifiakon-politikon-tis-ee/
[6] https://webtv.camera.it/evento/20732
[5] https://stories.opengov.com/tucsonaz/published/QMU_Csil6
[5] https://wakegov.com/budget
[5] https://opengovweek.org/

Top URLs in Tweet in G1:
[5] https://www.opengovpartnership.org/skeptics-guide-to-open-government-2022-edition
[4] https://opengovweek.org/
[3] https://www.opengovpartnership.org/events/ogp-strategy-community-conversation/
[2] https://www.opengovpartnership.org/events/ogp-strategy-informational-sessions/
[2] https://www.opengovpartnership.org/policy-area/open-contracting/
[1] https://bit.ly/3It4kBS
[1] https://www.opengovpartnership.org/creating-ogps-future-together/
[1] https://www.opengovpartnership.org/stories/ogp-launches-the-democratic-freedoms-learning-network/
[1] https://www.opengovpartnership.org/events/2022-civil-society-steering-committee-candidate-webinars/
[1] https://www.dropbox.com/request/jROVEK7sqSiyu967nvzB

Top URLs in Tweet in G2:
[7] http://radar.oreilly.com/2010/05/code-for-america-empowering-so.html
[4] https://mailchi.mp/muckrock/for-the-record-january-12-2658232?e=a84b2ac852
[3] https://open.usa.gov/meeting/may-2022-public-meeting/
[3] https://www.dhs.gov/news/2022/05/02/fact-sheet-dhs-internal-working-group-protects-free-speech-other-fundamental-rights
[3] https://open.usa.gov/national-action-plan/co-creation/
[3] https://vote.gov/
[2] https://www.foia.gov
[2] https://www.opengovpartnership.org/members/united-states/
[2] https://digital.gov/resources/checklist-of-requirements-for-federal-digital-services/
[2] https://build.gov/

Top URLs in Tweet in G4:
[2] https://opengovasia.com/digital-trends-alter-fashion-industry-in-indonesia/
[2] https://opengovasia.com/chicago-committed-to-digital-equity-expands-citywide-internet/
[2] https://opengovasia.com/international-mou-inked-between-hk-singapore-and-europe-tech-talent/?utm_source=dlvr.it&utm_medium=twitter
[2] https://stories.opengov.com/abingtonpa/published/0QKm6fKyn
[2] https://opengovasia.com/neural-fly-improves-drones-wind-speed-capability-u-s-study/?utm_source=dlvr.it&utm_medium=twitter
[2] https://mailchi.mp/puyallupwa.gov/city-to-launch-new-budget-software
[2] https://stories.opengov.com/tucsonaz/published/QMU_Csil6
[1] https://www.kjct8.com/2022/05/11/mesa-county-commissioners-approve-agreement-move-budget-digital-format/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=kjct
[1] https://www.nbc11news.com/2022/05/11/mesa-county-commissioners-approve-agreement-move-budget-digital-format/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=kkco
[1] https://www.bignewsnetwork.com/news/272547473/georgia-department-of-juvenile-justice-simplifies-processes-with-opengov

Top URLs in Tweet in G5:
[4] https://wits-za.zoom.us/meeting/register/tJUpfuiorzsiGtU302c7jqxf_yQEpZgM12QS
[1] https://us06web.zoom.us/j/81893775773?pwd=Z2w1dGFoSUJPaFBubUZqOWtXRnUvdz09
[1] https://www.youtube.com/watch?v=gUPIfEn6_4M&feature=youtu.be

[1] https://twitter.com/opengovpart/status/1526190250489438214
[1] https://www.opengovpartnership.org/skeptics-guide-to-open-government-2022-edition/#toc_0
[1] https://twitter.com/MarekaMalili/status/1526857075757920256
[1] https://opengovweek.org/
[1] https://twitter.com/guerzovich/status/1526940402049241095
[1] https://www.opengovpartnership.org/documents/cabo-verde-co-creation-brief-2022/
[1] https://www.opengovpartnership.org/documents/report-on-local-action-plans-2018-2021

Top URLs in Tweet in G6:
[1] https://readsludge.com/2019/09/19/revealed-how-us-senators-invest-in-the-firms-theyre-supposed-to-regulate/

Top URLs in Tweet in G7:
[3] https://fellowships.openinstitute.africa/
[1] https://opengovweek.org/events/Germany/
[1] https://twitter.com/Nandi029/status/1522134523529633800
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DMkqgmc8jyns&q=EgS4SO-bGNegvpQGIhA2S9ehuuD0LzLJzW902LY4MgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DO4YJFyfqeH0&q=EgS4SO-bGLagvpQGIhD09LD4FNPmvw-pxxVfOp9aMgFy

Top URLs in Tweet in G8:
[8] https://opengovweek.org/events/Germany/
[4] https://www.open-government-deutschland.de/opengov-de/service/termine/opengov-week-2022-2007296
[2] https://opengovasia.com/vietnam-digital-economy-touches-us-53-billion-in-2022-q1/
[2] https://opengovasia.com/events/the-7th-annual-singapore-opengov-leadership-forum-2022/
[1] https://twitter.com/opengovpart/status/1526125561957036035
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-658-36795-4
[1] https://jobdb.softgarden.de/jobdb/public/jobdb/posting/18285388/
[1] https://opengovasia.com/events/the-7th-annual-singapore-opengov-leadership-forum-2022/?utm_content=207963191&utm_medium=social&utm_source=twitter&hss_channel=tw-425734083
[1] https://opengovasia.com/events/the-7th-annual-singapore-opengov-leadership-forum-2022/?utm_content=208284468&utm_medium=social&utm_source=twitter&hss_channel=tw-425734083
[1] https://twitter.com/Checkmarx/status/1526524829717118976

Top URLs in Tweet in G9:
[3] https://www.opengovpartnership.org/skeptics-guide-to-open-government-2022-edition
[2] https://www.opengovpartnership.org/skeptics-guide-to-open-government-2022-edition/#toc_2
[1] https://www.opengovpartnership.org/skeptics-guide-to-open-government-2022-edition/#toc_0
[1] https://www.opengovpartnership.org/policy-area/open-contracting/
[1] https://twitter.com/opengovpart/status/1526190250489438214
[1] https://www.opengovpartnership.org/wp-content/uploads/2022/05/When-Do-Open-Budgets-Transform-Lives-Progress-and-Next-Steps-in-Fiscal-Openness-Research.pdf

Top URLs in Tweet in G10:
[3] https://www.justice.gc.ca/eng/rp-pr/jr/index.html
[3] https://open.canada.ca/en/content/open-government-week
[2] https://www.justice.gc.ca/eng/trans/open-ouvert/agenda.html
[1] https://www.opengovweek.org/
[1] https://www.opengovweek.org/events
[1] https://forms.office.com/r/kfU58knT7t
[1] https://open.canada.ca/en/content/open-government-week?utm_campaign=tbs-sct-open-government-21-22&utm_source=twt&utm_medium=smo&utm_content=5-19t135-en
[1] https://www.canada.ca/en/treasury-board-secretariat/services/innovation/public-service-employee-survey/2020/pses-employee-results-dashboards.html?utm_campaign=tbs-sct-public-service-employee-survey-22-23&utm_source=twt&utm_medium=smo&utm_content=5-20t126-en
[1] https://twitter.com/TBS_Canada/status/1526578908635742212
[1] https://forms.office.com/pages/responsepage.aspx?id=EN-XY5VFR0CcTwMxEoIVK5aLUf1ThW9PnInTEpuBDu1UMTBTTUk4NUVDMVNXSzBRQjM1VzhOT1pTUyQlQCN0PWcu

Top Domains
Top Domains in Tweet in Entire Graph:
[96] zoom.us
[75] twitter.com
[60] opengovasia.com
[44] opengovpartnership.org
[22] opengovweek.org
[21] opengov.com
[14] ri.gov
[14] google.com
[12] okt.to
[11] attendify.co

Top Domains in Tweet in G1:
[28] opengovpartnership.org
[18] twitter.com
[4] opengovweek.org
[2] globaldatabarometer.org
[2] govcommsinstitute.com
[1] bit.ly
[1] dropbox.com
[1] typeform.com
[1] ogpstories.org
[1] weforum.org

Top Domains in Tweet in G2:
[19] twitter.com
[10] usa.gov
[7] oreilly.com
[5] dhs.gov
[4] mailchi.mp
[3] opengovpartnership.org
[3] vote.gov
[2] foia.gov
[2] archives.gov
[2] digital.gov

Top Domains in Tweet in G4:
[23] opengovasia.com
[10] okt.to
[9] ri.gov
[7] opengov.com
[2] facebook.com
[2] opengov.gr
[2] neurons.ai
[2] mailchi.mp
[2] hipeople.biz
[1] kjct8.com

Top Domains in Tweet in G5:
[5] zoom.us
[4] twitter.com
[3] opengovpartnership.org
[2] opengovweek.org
[1] youtube.com
[1] google.com

Top Domains in Tweet in G6:
[1] readsludge.com

Top Domains in Tweet in G7:
[3] openinstitute.africa
[2] google.com
[1] opengovweek.org
[1] twitter.com

Top Domains in Tweet in G8:
[8] opengovweek.org
[6] opengovasia.com
[4] open-government-deutschland.de
[2] twitter.com
[1] springer.com
[1] softgarden.de

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

Top Domains in Tweet in G10:
[5] gc.ca
[5] canada.ca
[4] twitter.com
[2] opengovweek.org
[2] office.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[801] opengov
[390] opengovweek
[113] gobiernoabiertoec
[102] opengovernment
[87] คณะก้าวหน้า
[83] opendata
[36] civictech
[36] ogplocal
[30] worldjusticeforum
[28] uruguay



Top Hashtags in Tweet in G1:
[180] opengov
[97] opengovweek
[19] wef22
[11] ogplocal
[7] accesstojustice
[7] databarometer
[6] estonia
[6] accountability
[5] schwabaward22
[4] fiscalopenness

Top Hashtags in Tweet in G2:
[52] opengov
[15] opengovweek
[8] opendata
[8] civictech
[5] cfasummit
[5] sunshineisthebestdisinfectant
[5] datacommons
[3] sunshineweek
[3] ogplocal
[3] foia

Top Hashtags in Tweet in G3:
[87] คณะก้าวหน้า

Top Hashtags in Tweet in G4:
[18] opengov
[10] suse
[4] opengovweek
[2] opendata
[2] semanagab2022
[2] openstories
[2] deeplearning
[2] intoainews
[2] research
[1] ssc

Top Hashtags in Tweet in G5:
[55] opengov
[52] opengovweek
[20] southafrica
[16] ogp
[11] accountability
[5] happeningnow
[5] nuevoleón
[4] demokrasiayetu
[1] ogplocal
[1] fiscalopenness

Top Hashtags in Tweet in G6:
[54] opengov
[54] opendata

Top Hashtags in Tweet in G7:
[31] opengov
[17] opengovweek
[11] ogplocal
[8] opencounty
[7] ogp
[6] actionplans
[6] kenya
[5] data4sdgs
[4] openstories
[4] ogpkenya

Top Hashtags in Tweet in G8:
[30] opengov
[15] opengovweek
[11] opengovernment
[11] ogpde
[9] verwaltungsinformatik
[8] events
[7] kommunen
[6] cpo
[4] gpn20
[4] egov

Top Hashtags in Tweet in G9:
[30] opengov
[17] fiscalopenness
[16] participatorybudgeting
[4] opengovweek
[2] accountability
[1] wash
[1] ogplocal
[1] transparency
[1] participation
[1] accesstojustice

Top Hashtags in Tweet in G10:
[44] opengov
[24] opengovweek
[15] opendoorsjustice
[3] accesstojustice
[2] tbt
[1] openstories
[1] throwbackthursday
[1] pses
[1] teambuilding
[1] goteam

Top Words
Top Words in Tweet in Entire Graph:
[803] #opengov
[383] opengovpart
[383] #opengovweek
[191] more
[177] join
[174] า
[155] opengov
[127] ogp
[127] week
[122] community

Top Words in Tweet in G1:
[180] #opengov
[153] opengovpart
[97] #opengovweek
[80] ogp
[65] more
[62] community
[58] join
[54] week
[38] open
[38] events

Top Words in Tweet in G2:
[52] #opengov
[29] digiphile
[18] co
[18] opengovpart
[17] usgsa
[16] government
[15] #opengovweek
[15] whitehouse
[14] potus
[14] more

Top Words in Tweet in G3:
[174] า
[88] น
[88] อย
[87] ถ
[87] #คณะก
[87] าวหน
[87] ชนะเล
[87] อกต
[87] งพ
[87] ทยา

Top Words in Tweet in G4:
[57] opengov
[36] asia
[18] #opengov
[16] singapore
[16] 2022
[13] annual
[12] digital
[12] join
[11] meeting
[11] information

Top Words in Tweet in G5:
[55] #opengov
[52] #opengovweek
[49] opengovpart
[41] join
[31] twaweza_ke
[26] interim
[24] know
[21] usaid
[21] more
[21] aeyakuze

Top Words in Tweet in G6:
[54] back
[54] 2006
[54] nonprofit
[54] #opengov
[54] movement
[54] information
[54] published
[54] machine
[54] readable
[54] #opendata

Top Words in Tweet in G7:
[66] opengovpart
[39] nandi029
[32] #opengov
[23] sidarec
[23] ogpkenya
[22] elgeyomarakwetc
[22] nms_kenya
[21] globalintegrity
[21] 4lowthemoney
[21] budgitng

Top Words in Tweet in G8:
[30] #opengov
[17] guten
[17] 2022
[15] #opengovweek
[11] #opengovernment
[11] #ogpde
[10] überblick
[10] thema
[10] bietet
[10] neue

Top Words in Tweet in G9:
[55] fiscaltrans
[38] opengovpart
[32] governments
[31] openbudgets
[30] #opengov
[30] corruption
[27] fiscal
[23] revenue
[23] research
[22] lower

Top Words in Tweet in G10:
[44] #opengov
[24] #opengovweek
[21] event
[20] opengovcan
[18] justicecanadaen
[18] justice
[16] series
[16] related
[15] register
[15] #opendoorsjustice

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[113] #opengovweek,#gobiernoabiertoec
[112] conferencia,gratuita
[112] gratuita,estrategias
[112] estrategias,innovación
[112] innovación,abierta
[112] abierta,gobernanza
[112] gobernanza,disruptiva
[112] disruptiva,#opengovweek
[90] #gobiernoabiertoec,#opengovernment
[89] opengov,asia

Top Word Pairs in Tweet in G1:
[29] 60,countries
[28] opengovpart,#opengovweek
[24] 200,events
[22] events,more
[22] more,60
[22] countries,join
[21] next,week
[18] looking,forward
[17] #opengov,community
[14] #opengovweek,next

Top Word Pairs in Tweet in G2:
[10] 5th,national
[7] hard,believe
[7] believe,more
[7] more,12
[7] 12,years
[7] years,pahlkadot
[7] pahlkadot,founded
[7] founded,codeforamerica
[7] codeforamerica,excited
[6] whostp,officials

Top Word Pairs in Tweet in G3:
[87] ถ,า
[87] า,#คณะก
[87] #คณะก,าวหน
[87] าวหน,า
[87] า,ชนะเล
[87] ชนะเล,อกต
[87] อกต,งพ
[87] งพ,ทยา
[87] ทยา,คงจะเป
[87] คงจะเป,นน

Top Word Pairs in Tweet in G4:
[36] opengov,asia
[11] 7th,annual
[11] annual,singapore
[11] singapore,opengov
[11] opengov,leadership
[11] leadership,forum
[11] forum,2022
[10] join,#suse
[10] #suse,7th
[10] 2022,happening

Top Word Pairs in Tweet in G5:
[16] #ogp,interim
[13] steering,committee
[11] bring,#opengovweek
[11] #opengovweek,close
[11] close,kenya
[11] kenya,inviting
[11] inviting,join
[11] join,national
[11] national,event
[11] event,happening

Top Word Pairs in Tweet in G6:
[54] back,2006
[54] 2006,nonprofit
[54] nonprofit,#opengov
[54] #opengov,movement
[54] movement,information
[54] information,published
[54] published,machine
[54] machine,readable
[54] readable,#opendata
[53] ppolitics,back

Top Word Pairs in Tweet in G7:
[21] globalintegrity,4lowthemoney
[21] 4lowthemoney,budgitng
[21] budgitng,opengovhub
[21] opengovhub,opengovpart
[21] opengovpart,ogpkenya
[21] ogpkenya,nandi029
[21] nandi029,elgeyomarakwetc
[21] elgeyomarakwetc,nms_kenya
[21] nms_kenya,ogi_kenya
[18] sidarec,globalintegrity

Top Word Pairs in Tweet in G8:
[10] guten,überblick
[10] überblick,thema
[10] thema,#opengov
[10] #opengov,bietet
[10] bietet,neue
[10] neue,buch
[10] buch,#opengovernment
[10] #opengovernment,offenes
[10] offenes,regierungs
[9] boergernet,guten

Top Word Pairs in Tweet in G9:
[22] lower,corruption
[21] fiscal,openness
[20] research,fiscaltrans
[19] guide,#opengov
[17] corruption,raise
[17] raise,revenue
[16] #fiscalopenness,lower
[16] revenue,#participatorybudgeting
[16] #participatorybudgeting,help
[16] help,governments

Top Word Pairs in Tweet in G10:
[13] #opendoorsjustice,event
[12] don,miss
[8] canadian,legal
[8] legal,problems
[8] problems,survey
[8] survey,related
[8] related,series
[8] series,qualitative
[8] justice,related
[8] related,research

Top Replied-To
Top Replied-To in Entire Graph:
@potus44
@opengovpart
@globalintegrity
@wakecountymgr
@reliablesources
@sapherdana1
@pjslc
@eg_gop
@aeyakuze
@muellershewrote

Top Replied-To in G1:
@open_institute

Top Replied-To in G2:
@opengovpart
@potus44
@mayorbowser
@dhsgov
@reliablesources

Top Replied-To in G5:
@aeyakuze

Top Replied-To in G7:
@globalintegrity
@felixksambu

Top Replied-To in G8:
@sapherdana1

Top Replied-To in G9:
@opencontracting

Top Replied-To in G10:
@ssc_ca

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@peterpotchara
@ppolitics
@fiscaltrans
@spradhanogp
@nandi029
@openbudgets
@twaweza_ke
@digiphile
@aeyakuze

Top Mentioned in G1:
@opengovpart
@spradhanogp
@databarometer
@ebenezarwikina
@eduardheger
@policyshapers
@wef
@nuevoleon
@hopetuffberg
@anticorruption

Top Mentioned in G2:
@digiphile
@usgsa
@opengovpart
@potus
@whitehouse
@whostp
@opengov
@pahlkadot
@codeforamerica
@dhsgov

Top Mentioned in G3:
@peterpotchara

Top Mentioned in G5:
@opengovpart
@twaweza_ke
@aeyakuze
@imali_yethu
@thedpsa
@zukiswakota
@civictechafrica
@ci
@usaid
@jablet

Top Mentioned in G6:
@ppolitics

Top Mentioned in G7:
@opengovpart
@nandi029
@sidarec
@ogpkenya
@4lowthemoney
@budgitng
@opengovhub
@elgeyomarakwetc
@nms_kenya
@ogi_kenya

Top Mentioned in G8:
@boergernet
@wi00194
@rebastion
@opengov_asia
@derarndt
@chiefofspace
@opengovpart
@digitalserv4ger
@checkmarx
@openparltv

Top Mentioned in G9:
@fiscaltrans
@opengovpart
@openbudgets
@opencontracting
@joachim_wehner
@waterintegrityn
@martinhaus93
@usaid
@reillyzlab
@kishabwenge

Top Mentioned in G10:
@opengovcan
@justicecanadaen
@hopetuffberg
@opengovpart
@ssc_ca
@claudiachwalisz
@rachel_pulfer
@jhrnews
@dj_pare
@bluejays

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@daizylazyyy
@toulatour
@jjj5819
@rapplerdotcom
@mo14m92
@johangreg
@fabriciosx
@opensource_orgs
@nkheaw

Top Tweeters in G1:
@maelysdervenn
@gaelher77631227
@seifkabelele
@wef
@neospacede
@manifesto2000
@lilkoima
@f_fusterfabra
@ebenezarwikina
@rudycedenho

Top Tweeters in G2:
@forbes
@reutersbiz
@brianstelter
@meowrowrie
@digiphile
@suntimes
@joseph_santoro
@thesiliconhill
@codeforpdx
@forbestech

Top Tweeters in G3:
@daizylazyyy
@mo14m92
@nkheaw
@juusaning
@owner_duck
@moophai
@pcock45555111
@maya_mine_1995
@isailom
@gtoonpiz

Top Tweeters in G4:
@donelichterman
@patesalo_e
@blogtech12
@dailynews79
@vivian_e
@indonesia
@cleanacresctc
@bulletin_ex
@lexisnexis
@neurons_ai

Top Tweeters in G5:
@marekamalili
@manenoizaak
@henrynoboaa
@lballesterosm
@akintonmide
@gauremdee
@tonymwawasi
@mzalendowatch
@kipepe123
@luyanda_28

Top Tweeters in G6:
@mrtachilles
@tanis42
@dazyjane410
@warnockwarrior
@marymary0414
@buckleyswartz
@peggystuart
@losivad
@furzkathy
@granitevoter

Top Tweeters in G7:
@budgitng
@donrudi
@i_gathu
@asbelkemboi7
@kenyagovernors
@bwomoigwa
@emmanuelkongin
@worldbankdata
@gatesfoundation
@4lowthemoney

Top Tweeters in G8:
@opensource_orgs
@reg_nerd
@jwooden32
@iamgabbarson
@woksoll
@gglnx
@rebastion
@analucia_b2b
@derarndt
@lochoffs

Top Tweeters in G9:
@thegrey8
@alfredocollosa
@sv4599
@jpga63
@jkmuraguri
@gabbyvelascor
@carlosmelgargt
@opencontracting
@openbudgets
@fiscaltrans

Top Tweeters in G10:
@johangreg
@bee2216
@bluejays
@govtechresearch
@clharris_ucc
@obhi
@jhrnews
@rachel_pulfer
@cfcj_fcjc
@flags2j