opengov, Twitter, 2/27/2020 3:06:59 AM, 221983


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opengov_2020-02-26_18-00-00.xlsx
opengov_2020-02-26_18-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2020
Short Description:
opengov via NodeXL http://bit.ly/2Vr30K0
@opengovpart
@c
@cofoic
@coloradopress
@digiphile
@guerzovich
@klongkie
@washingtonpost
@foioklahoma
@nfoic

Top hashtags:
#opengov
#opendata
#opensource
#foia
#transparency
#openinnovation
#lyinggovernments
#blockchain

Description:
Description
The graph represents a network of 1,408 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, 27 February 2020 at 02:00 UTC.

The requested start date was Thursday, 27 February 2020 at 01:01 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, 12-hour, 50-minute period from Thursday, 13 February 2020 at 01:19 UTC to Wednesday, 26 February 2020 at 14:10 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 : 1408
Unique Edges : 1956
Edges With Duplicates : 620
Total Edges : 2576
Number of Edge Types : 4
MentionsInRetweet : 1568
Tweet : 210
Mentions : 698
Replies to : 100
Self-Loops : 210
Reciprocated Vertex Pair Ratio : 0.0411027568922306
Reciprocated Edge Ratio : 0.078960038517092
Connected Components : 131
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 878
Maximum Edges in a Connected Component : 1811
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.948173
Graph Density : 0.00104843073593074
Modularity : 0.724054
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 1,408 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, 27 February 2020 at 02:00 UTC.

The requested start date was Thursday, 27 February 2020 at 01:01 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, 12-hour, 50-minute period from Thursday, 13 February 2020 at 01:19 UTC to Wednesday, 26 February 2020 at 14:10 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:
[21] https://opengov.ellak.gr/2020/02/14/exikonomisi-dimosiou-chrimatos-me-anichto-logismiko/
[16] https://www.facebook.com/814966338714135/posts/1292209067656524/
[13] https://www.facebook.com/814966338714135/posts/1292193034324794/
[13] https://opengov.ellak.gr/2020/02/13/seminario-gia-tis-viosimes-kinotites-anichtou-kodika-ston-dimosio-tomea-stin-fosdem20/
[12] https://www.meetup.com/fr-FR/codeforfrance/events/268982988/
[10] https://twitter.com/PeterStefanovi2/status/1231164927227899904
[7] https://opengov.ellak.gr/2020/02/11/pm%c2%b2-alliance-networking-event-vrixelles-12-02-2020/
[6] https://www.hks.harvard.edu/more/policycast/post-expert-democracy-why-nobody-trusts-elites-anymore
[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
[4] http://www.opengov.gr/yptp/?p=2822

Top URLs in Tweet in G1:
[4] https://www.transparency.de/aktuelles/detail/article/mit-open-government-demokratie-staerken/
[2] https://www.opengovpartnership.org/stories/extractive-industries-transparency-and-procurement-increasing-alignment/
[2] https://twitter.com/transparency_de/status/1231949286625116160
[2] https://spark.adobe.com/page/Yye9I520tMg00/
[1] https://www.opengovpartnership.org/stories/living-with-tension-and-learning-from-different-perspectives-sao-paulo-brazil/
[1] https://www.opengovpartnership.org/
[1] https://www.opengovpartnership.org/campaigns/global-report/
[1] https://www.opengovpartnership.org/stories/improving-access-to-justice-for-individuals-with-limited-decision-making-capacity-in-ireland/
[1] https://www.opengovpartnership.org/documents/justice-policy-series-part-i-access-to-justice/
[1] https://www.opengovpartnership.org/stories/faces-of-open-government-jen-bretana/

Top URLs in Tweet in G2:
[2] https://twitter.com/FLFAF/status/1228764694162354176
[2] https://floridafaf.org/faf-2020-action/
[2] https://twitter.com/NateMonroeTU/status/1228368435148619778
[2] https://twitter.com/NateMonroeTU/status/1230674531095908353
[2] https://twitter.com/FLFAF/status/1230941538341064705
[2] https://twitter.com/opengov/status/1227993871742853120
[2] https://www.fec.gov/about/open/
[1] http://ow.ly/uNVz50ygP1q
[1] https://twitter.com/orlandoopinion/status/1231335723573313537
[1] https://www.nfoic.org/blogs/news-release-nfoic-and-brechner-center-2020-freedom-information-paper-competition-call

Top URLs in Tweet in G3:
[6] https://www.hks.harvard.edu/more/policycast/post-expert-democracy-why-nobody-trusts-elites-anymore
[2] https://docs.google.com/document/d/e/2PACX-1vT3eaWnpL6YjB0spXnUR-Uj0on0NXLJMclqcs7yVfeOcSQnMc01w1lGmuM_I57Ocbf8xMOWS4BMPInS/pub
[2] https://olis.leg.state.or.us/liz/2020R1/Measures/Overview/SB1506
[2] https://twitter.com/hborrud/status/1230495675747430400
[2] https://tictec.mysociety.org/2020
[1] https://twitter.com/citizenlabco/status/1229686440210157569
[1] https://twitter.com/claudiachwalisz/status/1228372366226489351
[1] https://www.wweek.com/news/2020/02/17/the-oregon-senate-moves-toward-greater-government-transparency-by-approving-more-independent-public-records-advocate/
[1] https://twitter.com/OpenOregon/status/1229934957310574593
[1] https://www.bendbulletin.com/opinion/editorials/editorial-public-records-proposal-fixes-old-flaws/article_8c7074a4-33ed-11ea-b916-5f306b28825a.html

Top URLs in Tweet in G4:
[21] https://opengov.ellak.gr/2020/02/14/exikonomisi-dimosiou-chrimatos-me-anichto-logismiko/
[13] https://opengov.ellak.gr/2020/02/13/seminario-gia-tis-viosimes-kinotites-anichtou-kodika-ston-dimosio-tomea-stin-fosdem20/
[12] https://www.meetup.com/fr-FR/codeforfrance/events/268982988/
[7] https://opengov.ellak.gr/2020/02/11/pm%c2%b2-alliance-networking-event-vrixelles-12-02-2020/
[1] https://bitly.com/a/warning?hash=2tUVKLl&url=http%3A%2F%2Fwww.lienmultimedia.com%2Fspip.php%3Farticle74288

Top URLs in Tweet in G5:
[3] https://mailchi.mp/opengovpartnership/ogp-newsletter-february-2020
[2] https://www.opengovpartnership.org/stories/extractive-industries-transparency-and-procurement-increasing-alignment/
[2] https://www.opengovpartnership.org/newsletters/ogp-newsletter/
[2] https://twitter.com/YeukaiChido/status/1228097375635419136
[1] https://www.open-contracting.org/2019/08/23/cartelogy-a-tool-for-fair-competition-and-corruption-free-public-procurement-in-malaysia/
[1] https://www.open-contracting.org/2019/08/23/the-right-infrastructure-in-the-right-place-for-the-right-reasons/
[1] https://www.open-contracting.org/2020/01/31/taming-crocodiles-in-afghanistan-can-open-contracting-give-corruption-fighters-the-upper-hand/

Top URLs in Tweet in G6:
[3] https://gts-ee.webex.com/gts-ee/onstage/g.php?MTID=ee4a00de6cd9aba4fb709a9b5d2e3dc66
[2] https://twitter.com/OpenGovCan/status/1228417403324858370
[2] https://gts-ee.webex.com/gts-ee/onstage/g.php?MTID=e21e46ab95af415904f8e7558ef6ff09d
[1] https://twitter.com/OpenGovCan/status/1230136103161692163
[1] https://twitter.com/OpenGovCan/status/1232413733697310722
[1] https://twitter.com/GouvOuvertCan/status/1228417402863575045
[1] https://search.open.canada.ca/en/nap/
[1] https://gts-ee.webex.com/gts-ee-fr/onstage/g.php?MTID=eb0ebd46918fbdc0c40b8395a12590f40
[1] https://github.com/mountainMath
[1] https://big-life-lab.github.io/cchsflow/

Top URLs in Tweet in G7:
[2] https://isoo.blogs.archives.gov/2020/02/13/cui-q2-stakeholders-update-slides/
[2] https://isoo.blogs.archives.gov/2020/02/12/cui-q2-stakeholders-update/
[2] https://twitter.com/OpenOregon/status/1229934957310574593
[1] https://foia.blogs.archives.gov/2020/02/19/mark-your-calendars-3/
[1] https://aotus.blogs.archives.gov/2020/02/24/digital-transformation-exploring-ai/
[1] https://foia.blogs.archives.gov/2020/02/24/cfo-council-tech-comm-releases-report/
[1] https://static1.squarespace.com/static/57c99b8829687f97347637d8/t/5e53f5c510f5de6af19b3414/1582560710809/10-State+FOI+Audit+Report.pdf
[1] https://twitter.com/_Brad_Schmidt/status/1228763031888203776
[1] https://washingtoncog.org/join/
[1] https://www.yakimaherald.com/special_projects/wapato/more-of-the-story-wapato-settles-another-lawsuit-but-criminal/article_82fb2a22-14c4-5d06-9917-2f8856b3fb1d.html

Top URLs in Tweet in G9:
[2] https://twitter.com/unioncamere/status/1228316749449383936
[2] https://www.smartcitiesdive.com/news/philadelphia-open-data-portal-survey-community-engagement/571620/
[2] http://www.harrisonburgva.gov/agendas
[1] https://www.linkedin.com/slink?code=f2JjPGr
[1] https://www.opengov-muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-januar-2020
[1] http://www.opengov.gr/minreform/?p=1301
[1] https://www.enikos.gr/politics/255169/paramenei-i-posostosi-sti-vathmologia-ton-dimosion-ypallilon
[1] https://stories.opengov.com/jacksonms/published/kBBrKwACJ
[1] https://twitter.com/JadeSociales/status/1228094076748210183
[1] https://twitter.com/AdisiCameroun/status/1227916081110626304

Top URLs in Tweet in G10:
[10] https://twitter.com/PeterStefanovi2/status/1231164927227899904
[1] https://twitter.com/PeterStefanovi2/status/1232570889763508224
[1] https://twitter.com/haveigotnews/status/1227927693993353216
[1] https://twitter.com/NeilVHughes/status/1228624476394393602
[1] https://twitter.com/PeterStefanovi2/status/1228618586396282885
[1] https://twitter.com/The_Redders/status/1228588108460982273
[1] https://twitter.com/NorthernLefty/status/1229825029027893249
[1] https://twitter.com/nicktolhurst/status/1229722372929880064
[1] https://twitter.com/davidschneider/status/1230408097975488513
[1] https://twitter.com/davidschneider/status/1230759269017874432

Top Domains
Top Domains in Tweet in Entire Graph:
[100] twitter.com
[42] ellak.gr
[30] facebook.com
[29] opengov.com
[22] medium.com
[21] opengovpartnership.org
[15] opengov.gr
[13] meetup.com
[10] ri.gov
[9] opengovva.org

Top Domains in Tweet in G1:
[16] opengovpartnership.org
[5] twitter.com
[4] transparency.de
[2] adobe.com
[1] mailchi.mp
[1] nationalaccordnewspaper.com
[1] theconclaveng.com
[1] ogoov.com

Top Domains in Tweet in G2:
[16] twitter.com
[9] opengovva.org
[2] floridafaf.org
[2] nfoic.org
[2] fec.gov
[2] e-pluribusunum.org
[1] ow.ly
[1] v-dem.net
[1] lawandcrime.com
[1] dcist.com

Top Domains in Tweet in G3:
[7] twitter.com
[6] harvard.edu
[2] google.com
[2] or.us
[2] mysociety.org
[1] wweek.com
[1] bendbulletin.com
[1] democracylab.org
[1] eventbrite.com
[1] oecd.org

Top Domains in Tweet in G4:
[41] ellak.gr
[12] meetup.com
[1] bitly.com

Top Domains in Tweet in G5:
[4] opengovpartnership.org
[3] mailchi.mp
[3] open-contracting.org
[2] twitter.com

Top Domains in Tweet in G6:
[7] twitter.com
[6] webex.com
[1] canada.ca
[1] github.com
[1] github.io

Top Domains in Tweet in G7:
[7] archives.gov
[4] twitter.com
[2] yakimaherald.com
[1] squarespace.com
[1] washingtoncog.org
[1] thenewstribune.com
[1] nfoic.org
[1] joplinglobe.com

Top Domains in Tweet in G9:
[14] twitter.com
[10] ri.gov
[7] pilea-hortiatis.gr
[4] harrisonburgva.gov
[3] linkedin.com
[2] opengov.gr
[2] smartcitiesdive.com
[1] opengov-muenchen.de
[1] enikos.gr
[1] opengov.com

Top Domains in Tweet in G10:
[20] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[672] opengov
[148] opendata
[54] opensource
[53] foia
[51] transparency
[40] openinnovation
[39] lyinggovernments
[33] blockchain
[32] comunediformicola
[32] formicola



Top Hashtags in Tweet in G1:
[103] opengov
[13] ogp
[13] opendata
[9] berlin
[9] justiciaabierta
[7] canada
[3] ireland
[3] gender
[3] trust
[3] germany

Top Hashtags in Tweet in G2:
[55] opengov
[28] foia
[13] sayfie
[13] transparency
[11] pressfreedom
[8] opendata
[7] publicrecords
[7] sunshine
[6] lovefl
[6] ff

Top Hashtags in Tweet in G3:
[40] opengov
[21] oregon
[16] orleg
[14] transparency
[14] foia
[11] civictech
[10] tictec
[5] demopart
[4] orpol
[4] delibwave

Top Hashtags in Tweet in G4:
[57] opengov
[51] opensource
[40] opendata
[39] openinnovation
[12] civictech
[1] pagof
[1] inai
[1] ogplocal
[1] accesstoinfo
[1] dgtrends

Top Hashtags in Tweet in G5:
[15] opengov
[14] transparency
[14] extractives
[6] south
[6] north
[6] allover
[4] mining
[4] oilandgas
[3] procurement
[2] eiti

Top Hashtags in Tweet in G6:
[52] opengov
[11] openscience
[10] webinar
[8] 2rnap2020
[8] mazatlán
[8] opendata
[5] opencontracting
[2] opengovcan
[1] gobiernoabierto
[1] datosabiertos

Top Hashtags in Tweet in G7:
[36] opengov
[8] foia
[7] archives
[4] waleg
[3] infogov
[2] archivesmonth
[2] askanarchivist
[1] recordsmanagement
[1] sunshineweek
[1] transparency

Top Hashtags in Tweet in G8:
[1] demdebate
[1] stubbornisasstubborndoes
[1] areyougone
[1] sublime
[1] beauty
[1] mayorpete
[1] petebuttigieg
[1] pete2020

Top Hashtags in Tweet in G9:
[28] opengov
[6] opendata
[4] saa2020
[2] civictech
[2] middletownri
[2] publicmeeting
[2] sistemacamerale
[2] harrisonburg
[1] münchen
[1] fahrrad

Top Hashtags in Tweet in G10:
[43] opengov
[39] lyinggovernments
[1] lyinggovenments

Top Words
Top Words in Tweet in Entire Graph:
[915] Words in Sentiment List#1: Positive
[266] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[29155] Non-categorized Words
[30337] Total Words
[672] #opengov
[211] opengovpart
[175] public
[148] #opendata
[126] open

Top Words in Tweet in G1:
[152] opengovpart
[103] #opengov
[70] ogp
[64] steering
[58] committee
[45] berlin
[37] local
[34] civil
[33] society
[32] government

Top Words in Tweet in G2:
[55] #opengov
[28] #foia
[23] digiphile
[17] state
[14] news
[13] #sayfie
[13] #transparency
[13] remains
[12] fahrenthold
[12] foia

Top Words in Tweet in G3:
[40] #opengov
[30] democracy
[28] gingermccall
[26] great
[24] participatory
[23] sb
[23] 1506
[22] independence
[22] hearing
[21] future

Top Words in Tweet in G4:
[57] #opengov
[51] #opensource
[40] #opendata
[40] public
[40] service
[39] happy
[39] birthay
[39] etalab
[39] years
[39] #openinnovation

Top Words in Tweet in G5:
[30] opengovpart
[15] #opengov
[14] procurement
[14] companies
[14] #transparency
[14] #extractives
[12] transparency
[12] extractive
[12] industry
[11] governments

Top Words in Tweet in G6:
[52] #opengov
[32] inclusive
[28] opengovcan
[21] register
[21] join
[21] next
[19] webinar
[18] open
[14] women_canada
[14] naoufelt

Top Words in Tweet in G7:
[36] #opengov
[20] state
[15] usnatarchives
[15] public
[14] report
[13] wa
[13] washingtoncog
[11] records
[9] information
[8] cui

Top Words in Tweet in G8:
[11] liberty_opengov
[10] billkristol
[7] pete
[5] bernie
[5] riotwomennn
[5] know
[5] petebuttigieg
[4] help
[4] cabine207
[4] use

Top Words in Tweet in G9:
[28] #opengov
[11] agenda
[10] 00
[9] public
[9] today
[9] city
[9] pm
[9] meeting
[8] see
[8] february

Top Words in Tweet in G10:
[43] #opengov
[39] #lyinggovernments
[33] come
[33] andrewmarr9
[33] lets
[33] hold
[33] government
[33] account
[32] knightnet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] #opendata,#opengov
[59] steering,committee
[58] public,service
[40] opengovpart,ogp
[40] happy,birthay
[40] birthay,etalab
[40] etalab,years
[40] years,#opendata
[40] #opengov,#opensource
[40] #opensource,#openinnovation

Top Word Pairs in Tweet in G1:
[53] steering,committee
[34] opengovpart,ogp
[33] civil,society
[32] opengovpart,steering
[27] ogp,steering
[21] society,organizations
[20] committee,comprised
[20] comprised,civil
[20] organizations,government
[20] government,representatives

Top Word Pairs in Tweet in G2:
[11] state,#pressfreedom
[11] #pressfreedom,#opengov
[11] #opengov,remains
[11] remains,strong
[11] strong,enough
[11] enough,fahrenthold
[11] fahrenthold,oconnellpostbiz
[11] oconnellpostbiz,jdawsey1
[11] jdawsey1,carolleonnig
[10] digiphile,state

Top Word Pairs in Tweet in G3:
[23] sb,1506
[19] grateful,opportunity
[19] opportunity,contribute
[19] contribute,report
[19] report,future
[19] future,digital
[19] digital,democracy
[19] democracy,along
[19] along,many
[19] many,great

Top Word Pairs in Tweet in G4:
[40] public,service
[39] happy,birthay
[39] birthay,etalab
[39] etalab,years
[39] years,#opendata
[39] #opendata,#opengov
[39] #opengov,#opensource
[39] #opensource,#openinnovation
[39] #openinnovation,lot
[39] lot,love

Top Word Pairs in Tweet in G5:
[12] extractive,industry
[11] open,contracting
[10] opengovpart,transparency
[10] transparency,around
[10] around,procurement
[10] procurement,between
[10] between,extractive
[10] industry,companies
[10] companies,governments
[10] governments,continue

Top Word Pairs in Tweet in G6:
[25] inclusive,#opengov
[11] women_canada,naoufelt
[11] register,join
[10] join,next
[10] next,#webinar
[10] #webinar,inclusive
[10] #opengov,feb
[10] feb,20
[10] 20,12
[10] 12,women_canada

Top Word Pairs in Tweet in G7:
[13] wa,state
[8] public,records
[6] #opengov,#archives
[5] #opengov,laws
[5] state,lege
[5] montana,report
[5] report,major
[5] major,power
[5] power,plant
[5] plant,malfunction

Top Word Pairs in Tweet in G8:
[4] liberty_opengov,billkristol
[3] riotwomennn,billkristol
[3] billkristol,pete
[3] support,base
[2] periwinkle896,gretagroots
[2] gretagroots,billkristol
[2] peaked,early
[2] without,windows
[2] dadabygrace,hoarsewisperer
[2] petebuttigieg,culinary226

Top Word Pairs in Tweet in G9:
[8] 00,pm
[7] meeting,today
[7] today,february
[7] see,agenda
[6] pm,barrington
[6] 2nd,floor
[6] floor,see
[5] open,government
[5] barrington,public
[5] public,library

Top Word Pairs in Tweet in G10:
[38] #lyinggovernments,#opengov
[33] #opengov,come
[33] come,andrewmarr9
[33] andrewmarr9,lets
[33] lets,hold
[33] hold,government
[33] government,account
[32] knightnet,#lyinggovernments

Top Replied-To
Top Replied-To in Entire Graph:
@liberty_opengov
@flfaf
@cabine207
@washingtoncog
@petebuttigieg
@apoliticalco
@riotwomennn
@lextalamo
@usnatarchives
@kentdaitken

Top Replied-To in G1:
@kentdaitken
@oliverrack
@timolobby
@openallianceng
@jamjamdahiru
@melrobrt

Top Replied-To in G2:
@flfaf
@fahrenthold
@owso2020
@bigleaguepol

Top Replied-To in G5:
@solgattoni
@guerzovich

Top Replied-To in G6:
@justicecanadaen

Top Replied-To in G7:
@washingtoncog
@lextalamo
@usnatarchives

Top Replied-To in G8:
@liberty_opengov
@cabine207
@riotwomennn
@petebuttigieg
@axios
@billkristol
@periwinkle896
@realdonaldtrump
@ewarren
@ryanlizza

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@etalab
@ambnum
@eellak
@opengovcan
@redmatriz
@andrewmarr9
@knightnet
@comuneformicola
@cofoic

Top Mentioned in G1:
@opengovpart
@tonubasu
@miguelitoj89
@melrobrt
@ogpkaduna
@okfde
@transparency_de
@smith_waya
@jpcyf10
@martins_63

Top Mentioned in G2:
@digiphile
@nfoic
@fahrenthold
@oconnellpostbiz
@jdawsey1
@carolleonnig
@foiwatchdog
@537votes
@flfaf
@homelandken

Top Mentioned in G3:
@gingermccall
@participatory
@oregonpra
@tinakotek
@mysociety
@arfung
@oecdgov
@claudiachwalisz
@sarahschacht
@thebulletin

Top Mentioned in G4:
@etalab
@ambnum
@eellak
@codeforfr
@opengovpart
@asmasabrii
@liberte_ll
@datagouvfr
@projetbano
@openfisca

Top Mentioned in G5:
@opengovpart
@ewb_msv
@jdgeipel
@e
@guerzovich
@solgattoni
@mariapoli7
@besinati
@cornejocaro
@savva_tatiana

Top Mentioned in G6:
@opengovcan
@women_canada
@naoufelt
@dr
@statcan_eng
@iippg_udg
@doug_manuel
@drlarissav
@lesliephd
@opengovpart

Top Mentioned in G7:
@usnatarchives
@washingtoncog
@nfoic
@yakima_herald
@tobylnixon
@thenewstribune
@infonagara
@lextalamo
@meg_phillips7
@margotwilliams

Top Mentioned in G8:
@billkristol
@liberty_opengov
@petebuttigieg
@riotwomennn
@realdonaldtrump
@gretagroots
@dadabygrace
@hoarsewisperer
@culinary226
@ryanlizza

Top Mentioned in G10:
@andrewmarr9
@knightnet

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@chidambara09
@homegypsy
@cybersec_feeds
@shoq
@eraser
@pajaropolitico
@miss_placed_
@lacunalingua
@magarya

Top Tweeters in G1:
@tzdiscovery
@carlosruz_f
@ialen
@marianoheller
@corporacionges
@akintonmide
@data4all
@gemuellert
@simnalamburt
@rafacamu

Top Tweeters in G2:
@shoq
@miss_placed_
@lacunalingua
@grannynannynews
@safelibraries
@sallyagale
@posuttrump
@digiphile
@sejorg
@jasonleopold

Top Tweeters in G3:
@marxculture
@alxprince
@puntofisso
@adamamyl
@anthonyzach
@deschutesdems
@stdruther
@codeforpdx
@thebulletin
@cydharrell

Top Tweeters in G4:
@seigla
@diavgeia
@karounos
@thomascottinet
@afd_france
@marcosmazoni
@valentinchaput
@l_ploquin
@diplomate2020
@henriverdier

Top Tweeters in G5:
@_africa24
@sureshdr
@laurapaonessa
@syafiemustafa
@mukasiri
@thulimadonsela3
@naticarfi
@kaerumy
@colmanromi
@yasgarcia

Top Tweeters in G6:
@jubleew
@csc_planif
@albayardo
@opentext
@victorspena
@vb_jens
@bethmaru
@clad_org
@statcan_eng
@pepe_garcia

Top Tweeters in G7:
@itsonlywords
@moisturevapor8r
@thenewstribune
@cogitounboxed
@jag_____
@billingsgazette
@grammasheri
@archivesmaarja
@marquetteu
@yakima_herald

Top Tweeters in G8:
@thedailybeast
@ariadne38
@riotwomennn
@yashar
@loonauntie
@tomwatson
@yesthatcarlo
@hoarsewisperer
@maxboot
@eugene_scott

Top Tweeters in G9:
@whymandesign
@esasahara
@deanmarin
@dmjncom
@cityoftlh
@harrisonburgva
@bartonlorimor
@impactnews_swa
@camcom_gov
@systems21747

Top Tweeters in G10:
@philipjtaylor1
@janhunt78561126
@jillychapman
@nuvaslacker
@sinstefan
@adrianbarker8
@graemebrettwil1
@joa_becker
@peterstefanovi2
@ruthedit


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