opengov, Twitter, 3/12/2020 2:54:04 AM, 222761


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opengov_2020-03-11_18-00-00.xlsx
opengov_2020-03-11_18-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2020
Short Description:
opengov via NodeXL http://bit.ly/2TJjvjs
@opengovpart
@digiphile
@potus
@mattbailey0
@info_aus
@gingermccall
@opengovcan
@redmatriz
@bskylstad
@brendahillwhis1

Top hashtags:
#opengov
#opendata
#google
#gobiernoabierto
#foia
#iwd2020
#sunshineweek
#transparency

Description:
Description
The graph represents a network of 1,647 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, 12 March 2020 at 01:00 UTC.

The requested start date was Thursday, 12 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 13-hour, 59-minute period from Thursday, 27 February 2020 at 00:14 UTC to Wednesday, 11 March 2020 at 14:13 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 : 1647
Unique Edges : 2404
Edges With Duplicates : 884
Total Edges : 3288
Number of Edge Types : 4
MentionsInRetweet : 2054
Mentions : 879
Replies to : 105
Tweet : 250
Self-Loops : 250
Reciprocated Vertex Pair Ratio : 0.0504475183075671
Reciprocated Edge Ratio : 0.0960495739736638
Connected Components : 143
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1047
Maximum Edges in a Connected Component : 2414
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.059428
Graph Density : 0.000952429432799132
Modularity : 0.688397
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 1,647 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, 12 March 2020 at 01:00 UTC.

The requested start date was Thursday, 12 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 13-hour, 59-minute period from Thursday, 27 February 2020 at 00:14 UTC to Wednesday, 11 March 2020 at 14:13 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:
[11] https://foia.blogs.archives.gov/2020/03/09/upcoming-intelligence-community-foia-forum-canceled/
[11] https://medium.com/@eraser/how-businesses-governments-can-prosper-with-blockchain-ai-slideshare-a894aa90ac8c?source=friends_link&sk=a2b400863f0e8d1d6179225a5abfb8d8
[11] https://www.open-government-deutschland.de/opengov-de/online-konsultation-zur-datenstrategie-1724822
[11] https://medium.com/t5es/integridad-en-las-políticas-públicas-52a2ae0a7288?source=friends_link&sk=14c942931ee91920a7f81c7f3cf3398e
[10] http://camcom.gov.it
[8] http://www.camcom.gov.it/P42A0C1420S32/-SAA2020.htm
[8] https://canada-open-ouvert.ca/en/engagement-initiatives/person-events-schedule
[7] https://valori.it/emergenza-coronavirus-i-tagli-alla-sanita-che-non-bisognava-fare/
[7] http://Mahakim.ma
[7] https://www.medias24.com/le-site-mahakim-ma-inaccessible-ce-mardi-soir-8217.html

Top URLs in Tweet in G1:
[6] https://www.open-government-deutschland.de/opengov-de/online-konsultation-zur-datenstrategie-1724822
[5] https://www.academia.edu/27947157/Carta_Iberoamericana_de_Gobierno_Abierto_CIGA_?platform=hootsuite
[3] https://www.academia.edu/10034670/Gobierno_abierto_es_la_respuesta_Cu%C3%A1l_era_la_pregunta?platform=hootsuite
[3] https://www.open-government-deutschland.de/opengov-de/sitzung-des-lenkungsausschusses-der-ogp-in-berlin-1726284
[2] https://www.opengovpartnership.org/stories/faces-of-open-government-isaac-aidoo/
[2] https://www.opengovpartnership.org/stories/faces-of-open-government-ania-calderon/
[2] http://www.funzionepubblica.gov.it/articolo/dipartimento/25-02-2020/coronavirus-pa-rinviata-settimana-amministrazione-aperta-2020
[1] https://www.opengovpartnership.org/about/careers-and-opportunities/senior-program-officer-ogp-local/
[1] https://www.opengovpartnership.org/stories/faces-of-open-government-jen-bretana/
[1] https://www.opengovpartnership.org/news/protecting-civic-space-promoting-smart-digital-governance-key-topics-at-open-government-partnership-meeting-in-berlin/

Top URLs in Tweet in G2:
[10] https://foia.blogs.archives.gov/2020/03/09/upcoming-intelligence-community-foia-forum-canceled/
[7] https://transparencycaucus.info/2020/02/28/come-to-the-u-s-capitol-for-an-open-government-state-of-the-union-during-sunshine-week-2020/
[6] https://www.eventbrite.com/e/ndc-ogis-isoo-public-panels-at-the-national-archives-tickets-96548155131
[4] https://foia.blogs.archives.gov/2020/02/28/sunshine-week-2020/
[3] http://www.open-dc.gov/
[3] https://www.archives.gov/files/ogis/assets/2018-foia-compliance-self-assessment-report.pdf
[3] https://niemanreports.org/articles/the-trump-impeachment-and-why-foia-matters-for-good-government/
[3] https://e-pluribusunum.org/2020/03/06/us-foia-advisory-committee-recommends-agencies-harmonize-foia-and-open-data-programs/
[3] https://sunlightfoundation.com/tracking-trumps-attacks-on-transparency/
[3] https://www.wbur.org/onpoint/2018/06/13/information-trump-public-records

Top URLs in Tweet in G3:
[8] https://canada-open-ouvert.ca/en/engagement-initiatives/person-events-schedule
[4] http://d-portal.org/ctrack.html#view=act&aid=CA-3-D004674001
[3] https://ogpau.pmc.gov.au/consultations/nap3-online-engagement-space
[2] https://www.open-contracting.org/what-is-open-contracting/gender/
[2] https://canada-open-ouvert.ca/en
[2] https://open.canada.ca/engage
[2] https://canada-open-ouvert.ca/en/content/open-government-and-climate-change-inclusive-open-government-vancouver2
[2] https://twitter.com/OpenGovCan/status/1233497811074846722
[2] https://twitter.com/opengovcan/status/1234521334761299971
[1] https://csps-efpc.gc.ca/podcasts/innovate9-eng.aspx

Top URLs in Tweet in G5:
[4] https://www.usnews.com/news/us/articles/2020-02-29/montana-open-government-champion-john-kuglin-dies-at-78
[3] https://www.kbtc.org/northwest-now/
[2] https://twitter.com/SPJOregon/status/1233403461967810561
[2] https://washingtoncog.org/join/
[2] https://www.pbs.org/video/open-government-20202-feb-28-dtmvtf/
[2] https://www.doh.wa.gov/Emergencies/Coronavirus
[2] http://ow.ly/2cQX50ysLZU
[2] https://twitter.com/craigtimes/status/1235226632027344898
[2] https://twitter.com/mlafferty1/status/1235594982901284865
[2] http://ow.ly/uNVz50ygP1q

Top URLs in Tweet in G7:
[2] http://www.harrisonburgva.gov/agendas
[1] https://open.canada.ca/en/open-data
[1] https://www.uspto.gov/learning-and-resources/electronic-data-products/patent-assignment-dataset
[1] https://twitter.com/uspto/status/1233055481805115393
[1] https://open.canada.ca/data/en/dataset/90081ffa-60fb-47d1-a1fe-c279e42dda47
[1] https://open.canada.ca/data/en/dataset/91fa2cdd-c3b0-47b1-8828-e91b64f0dbb5
[1] https://www.open-government-deutschland.de/opengov-de/mitmachen/machen-sie-mit--1591044
[1] http://groups.dowire.org/r/post/6xiDFUcqlMlsI3LtjebBSQ
[1] http://tippecanoe.in.gov/AgendaCenter/ViewFile/Minutes/_11152019-1345
[1] https://twitter.com/OpenGovCan/status/1233072853341343749

Top URLs in Tweet in G8:
[1] https://twitter.com/citizenlabco/status/1229686440210157569
[1] https://www.aclu.org/blog/free-speech/internet-speech/court-rules-public-officials-cant-block-critics-facebook
[1] https://www.clevescene.com/
[1] https://www.clevescene.com/cleveland/a-legacy-cleveland-nonprofit-struggles-for-relevance-and-financial-survival-under-ceo-august-napoli/Content?oid=32490788
[1] http://realneo.us/content/walls-are-coming-down-unify-project-and-united-way
[1] https://www.crainscleveland.com/letters-editor/letter-editor-support-hhs-levy-criticized
[1] https://twitter.com/CommunitySols/status/1235252436941582336?s=20
[1] https://twitter.com/SunFoundation/status/1100488895681228803
[1] https://sunlightfoundation.com/tracking-trumps-attacks-on-transparency/
[1] https://www.usnews.com/news/us/articles/2020-02-29/montana-open-government-champion-john-kuglin-dies-at-78

Top URLs in Tweet in G9:
[11] https://medium.com/@eraser/how-businesses-governments-can-prosper-with-blockchain-ai-slideshare-a894aa90ac8c?source=friends_link&sk=a2b400863f0e8d1d6179225a5abfb8d8
[11] https://medium.com/t5es/integridad-en-las-políticas-públicas-52a2ae0a7288?source=friends_link&sk=14c942931ee91920a7f81c7f3cf3398e
[5] https://medium.com/@eraser/qu%C3%A9-es-la-%C3%A9tica-de-la-tecnolog%C3%ADa-y-por-qu%C3%A9-deber%C3%ADa-importarte-33e48f78256e?source=friends_link&sk=1611b6e19d3c55f090b62f610293796e
[5] https://medium.com/@eraser/inteligencia-artificial-en-la-seguridad-social-estado-del-arte-e7c00e6f4b9e?source=friends_link&sk=da2f2f0cd4f48a09a14d276f52355cf2
[4] https://medium.com/@eraser/when-ostrom-meets-blockchain-exploring-the-potentials-of-blockchain-for-commons-governance-413ce7ac0fcd?source=friends_link&sk=a1a767714269152d00264afb3b92de51
[4] https://medium.com/t5es/integridad-en-las-pol%C3%ADticas-p%C3%BAblicas-52a2ae0a7288?source=friends_link&sk=14c942931ee91920a7f81c7f3cf3398e
[3] https://medium.com/@eraser/the-future-of-governance-9522b2d0ef84?source=friends_link&sk=48fe42c7c2bd55f2478ec1f0aedb0ac0
[3] https://e-learning-teleformacion.blogspot.com/2019/11/daniel-innerarity-la-inteligencia-de-la.html
[2] https://medium.com/@eraser/blockchain-technology-and-decentralized-governance-is-the-state-still-necessary-1951b11e34cb?source=friends_link&sk=e54c39489fa6a2e56fcb36dce7f9475e
[1] https://medium.com/@eraser/talentchain-the-trusted-talent-ecosystem-faf1cbd69f54

Top URLs in Tweet in G10:
[4] https://www.dailycamera.com/2020/02/29/editorial-keep-police-radio-communications-open-to-media/
[3] http://theherdlocker.com/tweet/popularity/openGov
[2] https://coloradofoic.org/judge-cu-regents-violated-cora-names-and-applications-of-presidency-finalists-must-be-disclosed/
[2] https://www.lajornadamaya.mx/2020-02-28/Colectivo-Yucatrans-se-une-a-la-red-Gobierno-Abierto-en-Yucatan
[2] https://www.am.com.mx/hidalgo/opinion/La-Inteligencia-Politica-de-la-Participacion-Ciudadana-20200119-0012.html
[1] https://www.transport.nsw.gov.au/about-us/access-to-information/authorised-proactive-release
[1] https://coloradofoic.org/latest-bill-to-address-police-radio-encryption-dies-in-colorado-house-committee/
[1] https://mailchi.mp/36be280ddaec/colorado-transparency-news-322020
[1] https://coloradofoic.org/legislators-kill-measure-to-allow-civil-claims-for-violating-colorado-constitutional-rights-including-free-speech-and-free-press/
[1] https://twitter.com/article19mex/status/1235402878216331265

Top Domains
Top Domains in Tweet in Entire Graph:
[101] twitter.com
[51] medium.com
[26] archives.gov
[24] gov.it
[19] opengovpartnership.org
[17] canada-open-ouvert.ca
[16] open-government-deutschland.de
[13] opengov.com
[12] opengov.gr
[11] academia.edu

Top Domains in Tweet in G1:
[17] opengovpartnership.org
[15] twitter.com
[10] academia.edu
[9] open-government-deutschland.de
[4] acquistinretepa.it
[3] ow.ly
[2] youtube.com
[2] medium.com
[2] gov.it
[2] oe.cd

Top Domains in Tweet in G2:
[25] archives.gov
[13] twitter.com
[9] e-pluribusunum.org
[7] transparencycaucus.info
[7] eventbrite.com
[5] youtube.com
[4] open-dc.gov
[4] sunlightfoundation.com
[3] niemanreports.org
[3] wbur.org

Top Domains in Tweet in G3:
[17] canada-open-ouvert.ca
[13] twitter.com
[6] canada.ca
[4] d-portal.org
[3] gov.au
[2] open-contracting.org
[2] gc.ca
[1] webex.com
[1] apple.com
[1] soundcloud.com

Top Domains in Tweet in G5:
[10] twitter.com
[4] wa.gov
[4] usnews.com
[4] ow.ly
[3] washingtoncog.org
[3] kbtc.org
[2] pbs.org
[1] oregonlive.com
[1] spjnetwork.org
[1] squarespace.com

Top Domains in Tweet in G7:
[10] ri.gov
[8] twitter.com
[5] opengov.gr
[4] canada.ca
[3] opengov.com
[2] trabajos.org
[2] radian6.com
[2] prnewswire.com
[2] harrisonburgva.gov
[1] uspto.gov

Top Domains in Tweet in G8:
[3] twitter.com
[2] clevescene.com
[1] aclu.org
[1] realneo.us
[1] crainscleveland.com
[1] sunlightfoundation.com
[1] usnews.com
[1] open-government-deutschland.de

Top Domains in Tweet in G9:
[48] medium.com
[3] blogspot.com
[2] twitter.com
[1] gobiernotransparente.com

Top Domains in Tweet in G10:
[4] coloradofoic.org
[4] dailycamera.com
[4] com.mx
[3] theherdlocker.com
[2] twitter.com
[2] lajornadamaya.mx
[2] ogoov.com
[1] gov.au
[1] mailchi.mp
[1] urjc.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[719] opengov
[140] opendata
[93] google
[85] gobiernoabierto
[66] foia
[49] iwd2020
[49] sunshineweek
[48] transparency
[44] dataset
[32] coronavirus



Top Hashtags in Tweet in G1:
[155] opengov
[43] iwd2020
[40] gobiernoabierto
[29] opendata
[20] anticorruptionaward
[17] estadoabierto
[15] opendataday2020
[14] reformadelestado
[13] breaktheroles
[13] innovaciónpública

Top Hashtags in Tweet in G2:
[77] opengov
[42] foia
[35] sunshineweek
[13] washingtondc
[13] government
[9] opendata
[8] coronavirus
[8] transparency
[8] ethics
[7] dc

Top Hashtags in Tweet in G3:
[86] opengov
[18] opengovcan
[13] opendata
[10] opencontracting
[9] dyk
[5] innovation
[4] ogt14
[4] iati
[3] iwd2020
[3] gc

Top Hashtags in Tweet in G4:
[93] google
[1] obama
[1] soros
[1] opengov
[1] demsareliars
[1] fakenews
[1] kag

Top Hashtags in Tweet in G5:
[61] opengov
[14] oregon
[14] orleg
[11] waleg
[10] publicrecords
[10] sayfie
[7] transparency
[6] foia
[6] flleg
[5] sb1506

Top Hashtags in Tweet in G6:
[1] toiletpaperhysteria
[1] southcarolinaprimary
[1] southcarolina
[1] democrats
[1] scprimary2020
[1] election2020
[1] scprimary
[1] joesgotthemo
[1] democrats2020
[1] democraticprimary

Top Hashtags in Tweet in G7:
[29] opengov
[9] opendata
[2] middletownri
[2] publicmeeting
[2] empleo
[2] trabajo
[2] malaga
[2] trabajomalaga
[2] harrisonburg
[1] cog

Top Hashtags in Tweet in G8:
[14] opengov
[6] transparency
[3] civictech
[1] demopart
[1] bigdata
[1] journalism
[1] freespeech
[1] civictrch
[1] civilsociety
[1] ogpde

Top Hashtags in Tweet in G9:
[46] opengov
[26] blockchain
[26] gobiernoabierto
[22] opengovernment
[18] democracia
[15] economã­a
[15] corrupciã³n
[15] hispanoamerica
[15] t5es
[13] ai

Top Hashtags in Tweet in G10:
[32] opengov
[9] gobiernoabierto
[5] coleg
[5] copolitics
[4] opendata
[3] yucatã¡nabierto
[2] edcolo
[2] cogov
[2] yucatánabierto
[2] redgady

Top Words
Top Words in Tweet in Entire Graph:
[885] Words in Sentiment List#1: Positive
[591] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[41426] Non-categorized Words
[42902] Total Words
[1257] î
[718] #opengov
[269] opengovpart
[184] open
[155] data

Top Words in Tweet in G1:
[247] opengovpart
[155] #opengov
[109] ogp
[56] redmatriz
[55] steering
[55] committee
[52] berlin
[51] open
[43] #iwd2020
[40] #gobiernoabierto

Top Words in Tweet in G2:
[77] #opengov
[77] digiphile
[56] foia
[42] #foia
[41] usnatarchives
[41] march
[35] #sunshineweek
[34] please
[34] data
[32] join

Top Words in Tweet in G3:
[86] #opengov
[59] help
[52] shape
[45] 2020
[41] opengovcan
[40] canadians
[39] plan
[37] action
[30] open
[28] ideas

Top Words in Tweet in G4:
[93] anyone
[93] think
[93] weird
[93] #google
[93] search
[93] engines
[93] show
[93] unemployment
[93] maximal
[93] fall

Top Words in Tweet in G5:
[61] #opengov
[33] washingtoncog
[23] wa
[21] city
[20] sb
[20] state
[19] gingermccall
[18] 1506
[18] bill
[16] tomlayson

Top Words in Tweet in G6:
[8] liberty_opengov
[7] farzad_md
[6] vividconfusion
[5] trump
[4] jcobain80
[4] joebiden
[3] japantimes
[3] 2016
[3] drop
[3] vote

Top Words in Tweet in G7:
[190] î
[29] #opengov
[14] meeting
[11] march
[11] agenda
[11] îµï
[10] today
[9] open
[9] government
[9] #opendata

Top Words in Tweet in G8:
[14] #opengov
[10] report
[10] sunfoundation
[9] year
[8] ago
[8] today
[8] put
[8] review
[8] process
[8] wake

Top Words in Tweet in G9:
[52] eraser
[46] #opengov
[32] blockchain
[29] integridad
[29] claves
[29] prevenir
[28] resumen
[28] informe
[26] #blockchain
[26] polã

Top Words in Tweet in G10:
[39] judge
[34] cofoic
[32] #opengov
[25] cu
[24] ruled
[24] regents
[20] violated
[19] denver
[16] lawsuit
[16] board

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[895] î,î
[93] anyone,think
[93] think,weird
[93] weird,#google
[93] #google,search
[93] search,engines
[93] engines,show
[93] show,unemployment
[93] unemployment,maximal
[93] maximal,fall

Top Word Pairs in Tweet in G1:
[54] steering,committee
[30] gobierno,abierto
[29] opengovpart,honor
[29] open,data
[28] honor,open
[28] data,day
[28] day,#iwd2020
[28] #iwd2020,sat
[28] sat,down
[28] down,aniacalderon

Top Word Pairs in Tweet in G2:
[27] march,12
[26] please,join
[23] digiphile,please
[20] intelligence,community
[17] foia,advisory
[17] advisory,committee
[14] uscapitol,march
[13] join,lisarosenbrg
[13] lisarosenbrg,mcculloughirvin
[13] mcculloughirvin,lizhempowicz

Top Word Pairs in Tweet in G3:
[52] help,shape
[37] action,plan
[24] national,action
[23] plan,#opengov
[21] 2020,22
[16] until,2020
[16] share,ideas
[15] day,canadians
[15] canadians,harnessing
[15] harnessing,power

Top Word Pairs in Tweet in G4:
[93] anyone,think
[93] think,weird
[93] weird,#google
[93] #google,search
[93] search,engines
[93] engines,show
[93] show,unemployment
[93] unemployment,maximal
[93] maximal,fall
[93] fall,before

Top Word Pairs in Tweet in G5:
[18] sb,1506
[18] wa,state
[10] see,guy
[10] guy,chief
[10] chief,11
[10] 11,years
[10] years,secrecy
[10] secrecy,city
[10] city,council
[10] council,city

Top Word Pairs in Tweet in G6:
[5] vividconfusion,farzad_md
[3] liberty_opengov,vividconfusion
[2] lucykawai1,japantimes
[2] toilet,paper
[2] mortality,rate
[2] jcobain80,vividconfusion
[2] jamesdschultz2,ronnychieng
[2] ronnychieng,glavset
[2] joebiden,joeâ
[2] joeâ,mo

Top Word Pairs in Tweet in G7:
[142] î,î
[9] î,îµï
[8] meeting,today
[8] see,agenda
[7] îµï,î
[7] today,march
[7] 00,pm
[6] open,government
[6] #opendata,#opengov
[6] floor,see

Top Word Pairs in Tweet in G8:
[8] year,ago
[8] ago,today
[8] today,sunfoundation
[8] sunfoundation,put
[8] put,report
[8] report,review
[8] review,process
[8] process,wake
[8] wake,story
[8] story,various

Top Word Pairs in Tweet in G9:
[29] claves,prevenir
[26] integridad,polã
[26] polã,ticas
[26] ticas,pãºblicas
[26] pãºblicas,claves
[26] prevenir,corrupciã
[26] corrupciã,resumen
[23] #opengov,#gobiernoabierto
[21] resumen,informe
[16] banco,desarrollo

Top Word Pairs in Tweet in G10:
[24] judge,ruled
[24] ruled,cu
[20] regents,violated
[16] violated,cora
[15] dailycamera's,lawsuit
[15] lawsuit,denver
[15] denver,district
[15] district,court
[15] court,judge
[15] cu,board

Top Replied-To
Top Replied-To in Entire Graph:
@liberty_opengov
@dcopengov
@jcobain80
@washingtoncog
@pdbeth
@joebiden
@charlesallen
@communitysols
@aoscruggs
@opengovinc

Top Replied-To in G2:
@dcopengov
@charlesallen
@cmbrandontodd
@mitchryals
@epluribusunum
@foia_ombuds
@usdatagov
@courtneybuble
@senjudiciary
@wusa9

Top Replied-To in G3:
@donisstillhere

Top Replied-To in G5:
@washingtoncog
@micheleearlhub1
@kendrickmcoi
@sframek5
@tomlayson
@spokane_council
@pushtheneedle
@flfaf

Top Replied-To in G6:
@liberty_opengov
@jcobain80
@joebiden
@janeyneat
@lucykawai1
@rasshole4
@billkristol
@davidgura
@brotherjeffery
@winston00bound

Top Replied-To in G8:
@aoscruggs
@communitysols
@kerrymccormack1
@cudell_inc
@scenesallard

Top Replied-To in G10:
@transportfornsw

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@potus
@onlytruthnfacts
@digiphile
@redmatriz
@eraser
@opengovcan
@opendatacharter
@usnatarchives
@cofoic

Top Mentioned in G1:
@opengovpart
@redmatriz
@opendatacharter
@aniacalderon
@spradhanogp
@anticorruption
@oecdgov
@diplogobabierto
@niamhwebster
@govdata_de

Top Mentioned in G2:
@digiphile
@usnatarchives
@uscapitol
@foia_ombuds
@thejusticedept
@sunshineweek
@lisarosenbrg
@mcculloughirvin
@lizhempowicz
@melissa_wasser

Top Mentioned in G3:
@opengovcan
@digitalcdn
@bayview_yards
@valueforwomen
@opencontracting
@invest_ottawa
@joycemurray
@opengovpart
@sdkibb
@godansec

Top Mentioned in G4:
@potus
@onlytruthnfacts

Top Mentioned in G5:
@washingtoncog
@gingermccall
@openoregon
@tomlayson
@sunshineweek
@kbtctv
@oregonpra
@wadepthealth
@nfoic
@flfaf

Top Mentioned in G6:
@farzad_md
@vividconfusion
@japantimes
@realdonaldtrump
@jamesdschultz2
@ronnychieng
@joebiden
@liberty_opengov
@rationaltakes
@bpolitics

Top Mentioned in G8:
@sunfoundation
@sarahschacht
@wsj
@racheldissell
@scenesallard
@paulaforteza
@eyeonoh
@openheroines
@participatory
@avwgo

Top Mentioned in G9:
@eraser
@agendacaf
@elmuelledelasal
@andrespastor
@novagob
@gemmagaldon
@transparentegob
@gomezivo
@tim_bansemer
@stransparencia

Top Mentioned in G10:
@cofoic
@dailycamera
@o_goov
@jadesociales
@sunshineweek
@periodicoam
@johanricher
@redmatriz
@datatfnsw
@tsesci_

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@robre62
@chidambara09
@clairebotai
@thereal_rebel
@aldoceccarelli
@homegypsy
@dorelipin
@eraser
@susaniverach

Top Tweeters in G1:
@rousseauagnes
@net2ayurveda
@pcdnetwork
@carlosruz_f
@seigla
@jmmuriu
@corporacionges
@akintonmide
@ckan
@prajnamu

Top Tweeters in G2:
@alllibertynews
@lacunalingua
@frecklesxx20
@nickasavet
@lorettabower3
@overunderclover
@lindakws1
@washingtonpost
@realjohncurley
@wusa9

Top Tweeters in G3:
@johangreg
@ksp_libs
@justbementalist
@4mypeers
@dd_nana_
@sboots
@teh_aimee
@ottawacity
@deancorda
@invest_ottawa

Top Tweeters in G4:
@susaniverach
@craybo23
@letters4trump45
@pvvult
@timothyhamby2
@natasjayonce
@shadesome
@stoshauf
@aileeng009
@texasrecks

Top Tweeters in G5:
@king5seattle
@ellis_texas
@ap
@itsonlywords
@enstone
@polypolilive
@thewiskthestaff
@pullmanwa
@grammasheri
@turntwo363

Top Tweeters in G6:
@comfortablysmug
@blakehounshell
@jaketapper
@japantimes
@bpolitics
@axios
@vividconfusion
@ninaturner
@realdonaldtrump
@davidgura

Top Tweeters in G7:
@efsyntakton
@trabajosmalaga_
@miguelcornejose
@ezpatent
@scilib
@namhenderson
@seagetch
@kuayorkdang
@baielala
@executivegov

Top Tweeters in G8:
@wsj
@whymandesign
@jillmillerzimon
@aclu
@lauramcshanecle
@akronchildrens
@sunfoundation
@crainscleveland
@unitedwaycle
@communitysols

Top Tweeters in G9:
@chidambara09
@clairebotai
@eraser
@bar_zie
@scalarhumanity
@senadogovco
@miss_cybernaut
@mgonzov
@hubofml
@excelenciacl

Top Tweeters in G10:
@vanguardiamx
@periodicoam
@elcolombiano
@jfryartc
@navarrainforma
@dailycamera
@trentonsperry
@ariarmstrong
@fishnette
@jeremyjojola


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