opengov, Twitter, 12/31/2021 12:19:21 AM, 269226


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opengov_2021-12-30_07-42-37.xlsx
opengov_2021-12-30_07-42-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2021
Short Description:
opengov via NodeXL https://bit.ly/32QzovC
@opengovpart
@opengov
@mirandareporter
@muckrock
@thiersch
@opendatacharter
@washingtoncog
@davidgoessmann
@oecdgov
@rebastion

Top hashtags:
#opengov
#ogpsummit
#gobiernoabierto
#estadoabierto
#opengovernment
#transparency

Description:
Description
The graph represents a network of 881 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, 30 December 2021 at 15:46 UTC.

The requested start date was Thursday, 30 December 2021 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, 19-hour, 32-minute period from Thursday, 16 December 2021 at 01:45 UTC to Wednesday, 29 December 2021 at 21:17 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 : 881
Unique Edges : 708
Edges With Duplicates : 1603
Total Edges : 2311
Number of Edge Types : 5
Replies to : 41
Mentions : 443
Retweet : 630
MentionsInRetweet : 967
Tweet : 230
Self-Loops : 247
Reciprocated Vertex Pair Ratio : 0.0297766749379653
Reciprocated Edge Ratio : 0.0578313253012048
Connected Components : 105
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 519
Maximum Edges in a Connected Component : 1586
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.145709
Graph Density : 0.00160587142709731
Modularity : 0.46469
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 881 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, 30 December 2021 at 15:46 UTC.

The requested start date was Thursday, 30 December 2021 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, 19-hour, 32-minute period from Thursday, 16 December 2021 at 01:45 UTC to Wednesday, 29 December 2021 at 21:17 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:
[10] https://www.oecd.org/governance/open-government-dashboard/
[8] https://opengovasia.com/hanoi-vietnam-aims-to-develop-smart-agriculture/
[7] https://opengovasia.com/china-develops-agritech-for-food-safety/
[5] https://www.tucsonaz.gov/AmericanRescuePlan
[4] https://biztimes.com/wedc-authorizes-tax-credits-for-opengov-expansion-in-milwaukee/
[4] https://e-learning-teleformacion.blogspot.com/2019/11/daniel-innerarity-la-inteligencia-de-la.html
[4] https://preservica.com/blog/how-to-fill-a-public-records-request-common-council-committee-meeting-video
[4] http://www.connectingtheagenda.com/2016/11/connecting-rockefellers-to-united.html
[4] https://www.modernisation.gouv.fr/outils-et-formations/le-plan-daction-national-2021-2023-pour-un-gouvernement-ouvert
[4] https://starter.preservica.com/resources/education/how-we-do-it-preservica-educational-series

Top URLs in Tweet in G1:
[4] https://www.youtube.com/watch?v=J6LNmPW1caQ

[2] https://opengovpartnership-org.zoom.us/j/85291585306
[2] https://www.youtube.com/watch?v=iT_xkWWR4c0&feature=youtu.be

[2] https://www.opengovpartnership.org/ogp-at-ten-toward-democratic-renewal/
[2] https://ogpsummit.org/program/view?no=530&listScroll=1347
[1] https://youtube.com/playlist?list=PLMDgGB-pYxdGxhpYXbs7eZt6_d2vq-6Es

[1] https://opengovpartnership-org.zoom.us/webinar/register/WN_Ug068kALTIW_A0JzFyZ3Rg
[1] https://ogpsummit.org/program/view?no=489&listScroll=547
[1] https://opengovpartnership-org.zoom.us/meeting/register/tZIvd--uqT8sHt3JDLeYz061733GhGH_7Fvv
[1] https://www.opengovpartnership.org/ogp-vital-signs-10-years-of-data-in-review/

Top URLs in Tweet in G2:
[5] https://www.oecd.org/governance/open-government-dashboard/
[3] https://open.canada.ca/en/content/call-applicants
[2] http://theherdlocker.com/tweet/popularity/openGov
[1] https://www.youtube.com/watch?v=RSf-c40GsJI

[1] https://twitter.com/redmatriz/status/1377503534254542853
[1] https://repositorio.cepal.org//handle/11362/36665
[1] https://www.ogp.gob.cl/noticias_ogp/la-comision-lidera-charla-dirigida-a-alumnos-de-posgrado-la-universidad-de-chile/
[1] https://twitter.com/opengovpart/status/1471134846047117314
[1] https://twitter.com/DBarraganEc/status/1471498722307571725
[1] https://gobiernoabierto.aragon.es/agoab/documentos/fases/232476291050/OGP%20Local%20-%20Inception%20Assessment%20Aragon-draft-GIGAPP.pdf

Top URLs in Tweet in G3:
[8] https://opengovasia.com/hanoi-vietnam-aims-to-develop-smart-agriculture/
[7] https://opengovasia.com/china-develops-agritech-for-food-safety/
[3] https://urbanmilwaukee.com/2021/12/21/silicon-valley-company-expanding-in-milwaukee/
[3] https://opengovasia.com/itri-to-exhibit-innovations-in-ai-robotics-ict-and-health-tech/
[2] https://opengovasia.com/training-surgeons-for-skull-base-procedures-with-virtual-reality-simulator/
[2] https://opengovasia.com/singapore-develops-cyber-youth-programme/
[2] https://opengovasia.com/developing-agile-and-durable-microrobots-in-the-u-s/
[2] https://exbulletin.com/tech/1369269/
[2] https://exbulletin.com/tech/1361259/
[1] https://twitter.com/scotgovopen/status/1471409839427444739

Top URLs in Tweet in G4:
[3] https://research.zarca.com/survey1.aspx?k=RQsUPVXsSWXsPsPsP&lang=0
[2] https://twitter.com/LauraMcShaneCLE/status/1470767478410199041?s=20
[2] https://housing.health/
[2] https://planning.clevelandohio.gov/designreview/schedule.php
[2] https://inspectorgeneral.cuyahogacounty.us/en-US/SYN//62111/PageTemplate.aspx
[2] https://twitter.com/LauraMcShaneCLE/status/1475838118196617217?s=20
[1] https://ejbnews.com/31116/
[1] https://ca.permitcleveland.org/public/welcome.aspx
[1] http://realneo.us/content/tax-lien-sales-fraud-racism-scams-abuse-naacp-takes-action-cuyahoga-county

Top URLs in Tweet in G5:
[3] https://e-pluribusunum.org/2021/12/16/what-was-missing-from-president-bidens-remarks-on-the-open-government-summit/
[2] https://e-pluribusunum.org/2021/11/04/the-future-of-the-open-government-partnership-depends-on-white-house-leadership/
[2] https://e-pluribusunum.org/2018/12/21/congress-made-open-government-data-the-default-in-the-united-states/
[2] https://www.gao.gov/products/gao-22-104574
[1] https://www.airmeet.com/event/b4e2c0d0-4ed6-11ec-a494-19fb5e6cc9b2
[1] https://www.sarahchayes.org/post/the-ides-of-august
[1] https://www.washingtonpost.com/graphics/2019/investigations/afghanistan-papers/afghanistan-war-confidential-documents/
[1] https://twitter.com/opengovpart/status/1471461687836528645
[1] https://www.fincen.gov/news/news-releases/fact-sheet-beneficial-ownership-information-reporting-notice-proposed-rulemaking
[1] https://e-pluribusunum.org/2021/01/01/in-a-historic-override-of-trump-veto-united-states-bans-anonymous-shell-companies-in-ndaa/

Top URLs in Tweet in G6:
[3] https://www.smartgov.eu/
[1] https://www.opengovpartnership.org/stories/arts-and-culture-the-next-open-government-frontier/
[1] https://opengovpartnership-org.zoom.us/j/82692741314
[1] https://twitter.com/rebastion/status/1473602213922717697
[1] https://www.open-government-deutschland.de/opengov-de/ogp/ogp-local
[1] https://twitter.com/Rebastion/status/1473602213922717697
[1] https://www.zu.de/institute/togi/assets/pdf/TOGI-Newsletter-052_Winter_2021.pdf
[1] https://email.zu.de/h/i/49DAA90D72C4E2DF
[1] https://www.zu.de/institute/togi/smartgovakademie.php
[1] https://gamma.zu-meetings.de/b/kat-9rn-3o8-tvb

Top URLs in Tweet in G7:
[2] https://medium.com/opendatacharter/join-us-the-odc-is-looking-for-a-research-manager-4cc484d7d0bf
[1] https://data.europa.eu/en/dashboard/2021

Top URLs in Tweet in G8:
[4] https://www.oecd.org/governance/open-government-dashboard/
[4] https://www.modernisation.gouv.fr/outils-et-formations/le-plan-daction-national-2021-2023-pour-un-gouvernement-ouvert
[2] https://www.linkedin.com/slink?code=dU3Dcr67
[2] https://twitter.com/OECDgov/status/1471457099246972931
[1] https://www.youtube.com/watch?v=j7vrfCyRa54

[1] https://citoyens.transformation.gouv.fr/
[1] https://twitter.com/Mau_MejiaG/status/1471258467822456832
[1] https://twitter.com/Etalab/status/1471833438827253761
[1] https://twitter.com/OECDgov/status/1471821694599843848

Top URLs in Tweet in G9:
[3] https://washingtoncog.org/news/year-end-appeal/
[1] https://www.idahopress.com/news/local/eye-on-boise-why-openness-in-government-matters-and-how-to-make-sure-it-happens/article_c8cb1437-2199-5a87-a9ac-3f5c49dae84c.html
[1] https://twitter.com/WashingtonCOG/status/1471912926965485570?s=20
[1] https://twitter.com/OpenOregon/status/1472641131519234052
[1] https://twitter.com/WashingtonCOG/status/1475911586246053888?s=20
[1] https://www.tri-cityherald.com/news/politics-government/article256767142.html
[1] https://twitter.com/PennyDaflos/status/1475885519040958465
[1] https://coloradofoic.org/cfoics-2021-year-in-review-sole-finalists-internal-affairs-records-body-cam-footage-peace-officer-database-disinformation-a-judges-order-to-be-kind/
[1] https://coloradofoic.org/open-government-guide/
[1] https://mailchi.mp/b85ef13533c7/colorado-transparency-news-12212021

Top URLs in Tweet in G10:
[4] https://biztimes.com/wedc-authorizes-tax-credits-for-opengov-expansion-in-milwaukee/
[3] https://www.bizjournals.com/milwaukee/news/2021/12/20/opengov-wedc-tax-credits.html?ana=TRUEANTHEMTWT_ML&csrc=6398&taid=61c1271b5bce710001f03126&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.bizjournals.com/milwaukee/news/2021/12/20/opengov-wedc-tax-credits.html
[1] https://www.joincolossus.com/episodes/52318458/bookman-how-government-works?tab=mentionedcontent
[1] https://opengov.com/article/2021-one-big-year-for-local-government/
[1] https://opengov.com/article/5-signs-youve-outgrown-excel-improving-the-local-government-budgeting-process/
[1] https://www.bizjournals.com/milwaukee/news/2021/12/20/opengov-wedc-tax-credits.html?cx_testId=40&cx_testVariant=cx_33&cx_artPos=5#cxrecs_s
[1] https://stories.opengov.com/reddingca/published/bDZJVvdJK

Top Domains
Top Domains in Tweet in Entire Graph:
[51] opengovasia.com
[50] twitter.com
[17] youtube.com
[16] google.com
[12] opengov.com
[11] medium.com
[11] preservica.com
[10] opengov.gr
[10] oecd.org
[8] e-pluribusunum.org

Top Domains in Tweet in G1:
[9] youtube.com
[7] twitter.com
[6] opengovpartnership.org
[4] zoom.us
[3] ogpsummit.org
[2] google.com
[1] oecd.org
[1] coe.int
[1] com.ar
[1] com.mx

Top Domains in Tweet in G2:
[7] twitter.com
[5] oecd.org
[3] canada.ca
[2] chandlerinstitute.org
[2] open-contracting.org
[2] theherdlocker.com
[1] youtube.com
[1] cepal.org
[1] gob.cl
[1] aragon.es

Top Domains in Tweet in G3:
[43] opengovasia.com
[13] google.com
[7] opengovva.org
[4] twitter.com
[4] ri.gov
[4] opengov.com
[4] exbulletin.com
[3] urbanmilwaukee.com
[3] pilea-hortiatis.gr
[2] linkedin.com

Top Domains in Tweet in G4:
[4] twitter.com
[3] zarca.com
[2] housing.health
[2] clevelandohio.gov
[2] cuyahogacounty.us
[1] ejbnews.com
[1] permitcleveland.org
[1] realneo.us

Top Domains in Tweet in G5:
[8] e-pluribusunum.org
[4] twitter.com
[2] gao.gov
[1] airmeet.com
[1] sarahchayes.org
[1] washingtonpost.com
[1] fincen.gov
[1] freedomhouse.org
[1] whitehouse.gov

Top Domains in Tweet in G6:
[3] smartgov.eu
[3] zu.de
[2] twitter.com
[1] opengovpartnership.org
[1] zoom.us
[1] open-government-deutschland.de
[1] zu-meetings.de

Top Domains in Tweet in G7:
[2] medium.com
[1] europa.eu

Top Domains in Tweet in G8:
[5] twitter.com
[5] gouv.fr
[4] oecd.org
[2] linkedin.com
[1] youtube.com

Top Domains in Tweet in G9:
[4] twitter.com
[3] washingtoncog.org
[2] coloradofoic.org
[1] idahopress.com
[1] tri-cityherald.com
[1] mailchi.mp
[1] pa.gov

Top Domains in Tweet in G10:
[6] bizjournals.com
[4] biztimes.com
[3] opengov.com
[1] joincolossus.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[496] opengov
[102] ogpsummit
[84] gobiernoabierto
[37] estadoabierto
[35] opengovernment
[31] transparency
[31] opendata
[29] participation
[22] ogp10
[18] foia



Top Hashtags in Tweet in G1:
[127] opengov
[38] ogpsummit
[12] ogp10
[6] ogplocal
[4] opendata
[4] pnrr
[4] ogpkorea2021
[3] openstories
[2] gobiernoabierto
[2] climateaction

Top Hashtags in Tweet in G2:
[103] opengov
[74] gobiernoabierto
[35] estadoabierto
[20] opengovernment
[19] participation
[15] ogpsummit
[14] transparency
[10] accesstoinformation
[8] ogplocal
[3] accountability

Top Hashtags in Tweet in G3:
[19] opengov
[10] technology
[10] cdo
[9] foia
[9] futureofag
[9] agriculture
[9] bigdata
[9] cto
[8] smartagriculture
[7] agritech

Top Hashtags in Tweet in G4:
[19] opengov
[4] corruption
[4] transparency
[2] crickets
[2] criminaljustice
[1] rokakis
[1] government
[1] appreciationpost
[1] libraries
[1] catalog

Top Hashtags in Tweet in G5:
[18] opengov
[11] ogpsummit
[5] opendata
[4] topsummit
[3] foia
[2] summitfordemocracy
[2] evidenceact
[1] ruleoflaw
[1] ddj
[1] civictech

Top Hashtags in Tweet in G6:
[19] opengov
[6] ogpsummit
[5] smartgov
[5] dachli
[4] mooc
[4] kreativraum
[3] klimawandel
[2] smartcity
[2] germany
[1] climateaction

Top Hashtags in Tweet in G7:
[7] opendata
[3] opengov
[2] research
[2] policy
[1] dataviz

Top Hashtags in Tweet in G8:
[33] opengov
[9] civicspace
[6] ogpsummit
[4] accesstoinformation
[3] civilsociety
[3] gouvernementouvert
[2] gobiernoabierto
[2] estadoabierto
[1] opengovernment
[1] transparency

Top Hashtags in Tweet in G9:
[26] opengov
[3] sfbos
[3] coleg
[3] copolitics
[3] cogov
[2] edcolo
[1] colorado
[1] edco
[1] rtkl
[1] lyndenwa

Top Hashtags in Tweet in G10:
[5] govtech
[3] opengov
[2] localgov
[2] happyholidays
[2] localgovernment
[2] tax
[2] carrfire
[1] holidays
[1] budgetingsoftware
[1] 2021countdown

Top Words
Top Words in Tweet in Entire Graph:
[493] #opengov
[204] opengovpart
[135] opengov
[124] asia
[121] join
[120] open
[102] #ogpsummit
[96] government
[90] data
[88] dashboard

Top Words in Tweet in G1:
[127] #opengov
[100] opengovpart
[38] #ogpsummit
[34] ogp
[34] join
[28] citizens
[28] corruption
[27] society
[27] open
[24] starting

Top Words in Tweet in G2:
[103] #opengov
[74] #gobiernoabierto
[58] dashboard
[50] opengovpart
[41] open
[35] estás
[35] interesado
[35] temas
[35] #estadoabierto
[35] explora

Top Words in Tweet in G3:
[95] opengov
[83] asia
[24] data
[19] #opengov
[12] smart
[10] ai
[10] #technology
[10] #cdo
[9] government
[9] china

Top Words in Tweet in G4:
[19] #opengov
[17] bibbforcle
[11] lauramcshanecle
[6] make
[5] one
[5] work
[5] residents
[4] sosayslucia
[4] #corruption
[4] #transparency

Top Words in Tweet in G5:
[18] #opengov
[13] opengovpart
[11] #ogpsummit
[8] digiphile
[6] whitehouse
[5] usgao
[5] take
[5] agencies
[5] data
[5] potus

Top Words in Tweet in G6:
[25] local
[21] ogp
[19] #opengov
[17] interessenbekundungsverfahren
[17] 2022
[17] länder
[17] kommunen
[17] sonstige
[17] gebietskörperschaften
[17] zusammenschlüsse

Top Words in Tweet in G7:
[37] join
[36] job
[36] alert
[36] looking
[36] research
[36] manager
[36] remote
[36] first
[36] team
[34] opendatacharter

Top Words in Tweet in G8:
[32] #opengov
[24] oecd
[20] dashboard
[14] check
[12] data
[10] clairemcevoy1
[10] participation
[10] gouvernement
[9] #civicspace
[9] aujourd'hui

Top Words in Tweet in G9:
[26] #opengov
[14] year
[14] washingtoncog
[12] government
[12] police
[12] body
[12] cam
[12] footage
[11] cofoic
[10] advocate

Top Words in Tweet in G10:
[10] opengov
[10] opengovinc
[7] mkebizjournal
[7] credits
[5] #govtech
[5] wedcnews
[5] 350
[5] 000
[5] tax
[5] meeting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[96] opengov,asia
[79] #opengov,dashboard
[44] oecd,#opengov
[44] starting,soon
[42] civil,society
[38] check,oecd
[38] explora,nuevo
[38] nuevo,ocdeenespanol
[38] ocdeenespanol,#opengov
[38] job,alert

Top Word Pairs in Tweet in G1:
[24] starting,soon
[22] civil,society
[20] opengovpart,starting
[19] soon,join
[16] eu,funds
[15] #opengov,reforms
[15] join,discuss
[15] discuss,civil
[15] society,citizens
[15] citizens,journalists

Top Word Pairs in Tweet in G2:
[57] #opengov,dashboard
[35] estás,interesado
[35] interesado,temas
[35] temas,#gobiernoabierto
[35] #gobiernoabierto,#estadoabierto
[35] #estadoabierto,explora
[35] explora,nuevo
[35] nuevo,ocdeenespanol
[35] ocdeenespanol,#opengov
[34] davidgoessmann,estás

Top Word Pairs in Tweet in G3:
[83] opengov,asia
[17] asia,opengov
[9] asia,#futureofag
[9] #futureofag,#agriculture
[9] #agriculture,#technology
[9] #bigdata,#cdo
[9] #cdo,#cto
[8] hanoi,vietnam
[8] vietnam,aims
[8] aims,develop

Top Word Pairs in Tweet in G4:
[6] lauramcshanecle,bibbforcle
[5] work,residents
[4] residents,gt
[4] gt,make
[3] bibbforcle,survey
[3] survey,responses
[3] responses,due
[3] due,before
[3] before,12
[3] 12,23

Top Word Pairs in Tweet in G5:
[5] #opengov,#ogpsummit
[4] take,note
[4] note,agencies
[4] agencies,uscensusbureau
[4] uscensusbureau,hosting
[4] hosting,virtual
[4] virtual,exposition
[4] exposition,#topsummit
[4] #topsummit,today
[4] today,platform

Top Word Pairs in Tweet in G6:
[18] ogp,local
[17] interessenbekundungsverfahren,2022
[17] 2022,ogp
[17] local,länder
[17] länder,kommunen
[17] kommunen,sonstige
[17] sonstige,gebietskörperschaften
[17] gebietskörperschaften,zusammenschlüsse
[16] rebastion,interessenbekundungsverfahren
[16] zusammenschlüsse,kö

Top Word Pairs in Tweet in G7:
[36] job,alert
[36] looking,research
[36] research,manager
[36] manager,join
[36] join,remote
[36] remote,first
[36] first,team
[34] opendatacharter,job
[23] open,data
[22] alert,open

Top Word Pairs in Tweet in G8:
[21] oecd,#opengov
[20] #opengov,dashboard
[14] check,oecd
[9] dashboard,data
[9] aujourd'hui,gouvernement
[9] gouvernement,lance
[9] lance,l'
[9] l',accélérateur
[9] accélérateur,d'initiatives
[9] d'initiatives,citoyennes

Top Word Pairs in Tweet in G9:
[12] body,cam
[12] cam,footage
[8] cfoic's,2021
[8] 2021,year
[8] year,review
[8] review,sole
[8] sole,finalists
[8] finalists,police
[8] police,internal
[8] internal,affairs

Top Word Pairs in Tweet in G10:
[5] 350,000
[5] 000,tax
[5] tax,credits
[5] hiring,goal
[3] holiday,season
[3] young,exciting
[3] exciting,workspace
[3] workspace,opengovinc
[3] opengovinc,david
[3] david,reeves

Top Replied-To
Top Replied-To in Entire Graph:
@bibbforcle
@fitzthereporter
@spradhanogp
@rq1pwrarntj50wo
@polgalorescot
@ffelice
@mitchel73986362
@mikesallah7
@sosayslucia
@coreygbrooks

Top Replied-To in G1:
@polgalorescot
@thatrobdavidson

Top Replied-To in G4:
@bibbforcle
@daveyostoh
@davidjurca
@nickcastele
@coreygbrooks
@sosayslucia
@mikesallah7
@mitchel73986362

Top Replied-To in G5:
@spradhanogp
@usaiddrg
@usaid
@potus

Top Replied-To in G9:
@fitzthereporter
@journo_anon
@washingtoncog

Top Replied-To in G10:
@ffelice

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@opendatacharter
@ocdeenespanol
@oecdgov
@davidgoessmann
@redmatriz
@opengovcan
@oecd
@opencoesione
@rebastion

Top Mentioned in G1:
@opengovpart
@opencoesione
@ascuoladioc
@piacandrews
@fstraface
@aniacalderon
@maassenpaul
@helenclarknz
@monafortier
@monithon

Top Mentioned in G2:
@opengovpart
@ocdeenespanol
@oecdgov
@davidgoessmann
@redmatriz
@opengovcan
@diplogobabierto
@opencontracting
@gigapp
@canadianpm

Top Mentioned in G4:
@bibbforcle
@lauramcshanecle
@cuyahogacounty
@cityofcleveland
@sosayslucia
@realejbnews
@chrisronayne
@weingart2022
@mitchel73986362
@mikesallah7

Top Mentioned in G5:
@opengovpart
@digiphile
@whitehouse
@usgao
@uscensusbureau
@potus
@presssec
@ombpress
@tainitiative
@thewjp

Top Mentioned in G6:
@rebastion
@opengovpart
@wi00194
@ulm2030
@spradhanogp
@donrudi
@opendatacharter
@opengo
@olewin
@zeppelin

Top Mentioned in G7:
@opendatacharter
@eu_opendata
@opengovpart
@opengovcan
@chandlerfdn

Top Mentioned in G8:
@oecd
@clairemcevoy1
@mathilde_bras
@opengovpart
@mau_mejiag
@_ditp
@ocdeenespanol
@oecdgov
@ma_billard1
@davidgoessmann

Top Mentioned in G9:
@washingtoncog
@cofoic
@betsyzrussell
@sfbos
@supstefani
@erikopenrecords
@theidahopress
@kristinmkraemer
@tricityherald

Top Mentioned in G10:
@opengovinc
@mkebizjournal
@wedcnews
@govevers
@zacbookman
@cityofsavannah
@m7region
@biztimesmke
@cityofmke
@cityofredding

Top Tweeters
Top Tweeters in Entire Graph:
@hokcenayeokcena
@johangreg
@exbulletinuk
@eraser
@ksp_libs
@botcybersec
@mariastsehai
@bostonglobe
@pedro_e_kim
@opensource_orgs

Top Tweeters in G1:
@ksp_libs
@akintonmide
@ninanjira
@onesimohere
@sunil_abraham
@piersoft
@helenclarknz
@biecoilluminist
@nighatdad
@qailunu

Top Tweeters in G2:
@johangreg
@sanneweber
@gobaragon
@javiermoroh
@sercopec
@deliaferreira
@euinmyregion
@andresvarela
@mablanes
@llthingscitizen

Top Tweeters in G3:
@exbulletinuk
@suriyasubraman
@getiftech
@theiot
@instantnewspk
@tittlepress
@bill_flood
@cichuck
@journalsentinel
@jenstirrup

Top Tweeters in G4:
@wsj
@clevelanddotcom
@clevelandscene
@lauramcshanecle
@nickcastele
@skrticx
@guidestarusa
@coreygbrooks
@cityofcleveland
@scenesallard

Top Tweeters in G5:
@washingtonpost
@digiphile
@theamberadams
@eee_eff
@owenboswarva
@usaid
@freedomhouse
@usgao
@uscensusbureau
@whitehouse45

Top Tweeters in G6:
@mariastsehai
@eco1start
@gemuellert
@uclg_org
@donrudi
@rebastion
@uclg_saiz
@olewin
@oknrw
@rparnsberg

Top Tweeters in G7:
@jimenaperu
@heatherleson
@ns_ahmed
@giuliowolfe
@naticarfi
@glenkcampbell
@nickmhalliday
@sarahschacht
@micahierro
@eu_opendata

Top Tweeters in G8:
@seigla
@concejodebogota
@thomascottinet
@maricarmennava
@elysee
@mobisphere
@oecd
@clemencepene
@edwardtjackson
@armel_lecoz

Top Tweeters in G9:
@itsonlywords
@codeforpdx
@realstreetsden
@tricityherald
@fitzthereporter
@avgeekjoe
@theidahopress
@coreyhutchins
@ukjamschool
@betsyzrussell

Top Tweeters in G10:
@skonieskoop
@linuxmil
@honeynoir
@mkebizjournal
@jsiegel88
@biztimesmedia
@shawnfetta
@sleskmbj
@wisctechcouncil
@cityofcupertino


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