opengov, Twitter, 12/13/2019 7:19:58 AM, 218797


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opengov_2019-12-12_17-36-01.xlsx
opengov_2019-12-12_17-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 13, 2019
Short Description:
opengov via NodeXL http://bit.ly/36ymD58
@opengovpart
@digiphile
@richardpietro
@opengov
@open3
@redmatriz
@miguelitoj89
@riga_latam
@teh_aimee
@governobertcat

Top hashtags:
#opengov
#opendata
#gobiernoabierto
#blockchain
#dadesobertes
#transparency

Description:
Description
The graph represents a network of 1,724 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 Friday, 13 December 2019 at 01:36 UTC.

The requested start date was Thursday, 12 December 2019 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, 22-hour, 25-minute period from Thursday, 28 November 2019 at 01:58 UTC to Thursday, 12 December 2019 at 00:23 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 : 1724
Unique Edges : 2357
Edges With Duplicates : 1169
Total Edges : 3526
Number of Edge Types : 3
Mentions : 3097
Tweet : 338
Replies to : 91
Self-Loops : 338
Reciprocated Vertex Pair Ratio : 0.041429731925264
Reciprocated Edge Ratio : 0.0795631825273011
Connected Components : 181
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 855
Maximum Edges in a Connected Component : 2074
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.226087
Graph Density : 0.000863168298965949
Modularity : 0.675213
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,724 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 Friday, 13 December 2019 at 01:36 UTC.

The requested start date was Thursday, 12 December 2019 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, 22-hour, 25-minute period from Thursday, 28 November 2019 at 01:58 UTC to Thursday, 12 December 2019 at 00:23 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:
[17] https://medium.com/@eraser/social-blockchain-revolution-59e49b34f7f7?source=friends_link&sk=9767561adb03a49a8da3baa82cdb2768
[16] https://e-learning-teleformacion.blogspot.com/2019/11/daniel-innerarity-la-inteligencia-de-la.html
[12] https://opengov.ellak.gr/2019/12/10/oloklirothike-me-epitichia-1o-workshop-tou-kiklou-ergastirion-digigov-sessions/
[11] https://www.facebook.com/events/2565331437073584/
[11] https://opengov.ellak.gr/2019/11/28/apologismos-tis-ekdilosis-tis-evropekis-epitropis-open-source-beyond-2020-powering-a-digital-europe/
[11] http://opengov.seoul.go.kr/sanction/19277721?fileIdx=1#pdfview
[10] https://medium.com/@eraser/how-businesses-governments-can-prosper-with-blockchain-ai-slideshare-a894aa90ac8c?source=friends_link&sk=a2b400863f0e8d1d6179225a5abfb8d8
[9] http://www.opengov.gr/home/2019/12/10/8482?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.pogo.org/analysis/2019/12/defense-going-dark-a-timeline-of-secrecy-increases-at-the-pentagon/
[7] https://digitalgovernment.wordpress.com/2019/12/03/review-govcampvie-2019/

Top URLs in Tweet in G1:
[4] https://www.opengovpartnership.org/events/webinar-opening-justice/
[2] https://www.delfi.ee/news/paevauudised/eesti/tana-delfi-tv-s-demokraatia-uuendamine-uleilmsed-naited-kodanikuosalusest-ja-avatud-valitsemisest?id=88242325
[1] https://www.opengovpartnership.org/documents/seeking-synergy-ogp-eiti/
[1] https://www.opengovpartnership.org/stories/advocacy-to-action-ogp-supports-16-days-of-activism-against-gender-based-violence/
[1] https://www.opengovpartnership.org/about/careers-and-opportunities/senior-research-officer-independent-reporting-mechanism-irm-europe/
[1] https://www.opengovpartnership.org/stories/not-one-woman-more-not-one-woman-less/
[1] https://www.opengovpartnership.org/stories/improving-access-to-justice-for-individuals-with-limited-decision-making-capacity-in-ireland/
[1] https://www.opengovpartnership.org/wp-content/uploads/2019/05/Global-Report_Beneficial-Ownership.pdf
[1] https://www.opengovpartnership.org/policy-area/anti-corruption/
[1] https://www.opengovpartnership.org/stories/whats-next-for-open-government-in-the-nordics/

Top URLs in Tweet in G2:
[9] https://www.pogo.org/analysis/2019/12/defense-going-dark-a-timeline-of-secrecy-increases-at-the-pentagon/
[4] https://www.muckrock.com/store/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://www.fda.gov/regulatory-information/freedom-information/whom-contact-about-foia
[3] https://foreignassistance.gov/whatsnew
[2] https://www.muckrock.com/assignment/send-us-your-state-public-records-law-news-107/form/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.youtube.com/watch?v=NnpCpz3Kv1k

[2] https://digiphile.info/2018/11/27/how-to-support-open-government-on-givingtuesday/
[2] https://www.pogo.org/analysis/2019/12/the-pentagon-war-on-transparency/
[2] https://www.census.gov/newsroom/census-live.html
[2] https://www.youtube.com/watch?v=3bkahQsWK9s


Top URLs in Tweet in G3:
[1] https://twitter.com/observafiscalcl/status/1203061762649669633
[1] https://twitter.com/ciudadania_i/status/1200478680696475648
[1] https://elnuevodiario.com.do/rd-destaca-por-su-politica-de-periodismo-de-datos-y-gobierno-abierto-en-seminario-ocde/
[1] https://www.academia.edu/40165158/Los_Nuevos_Desaf%C3%ADos_de_la_Direcci%C3%B3n_P%C3%BAblica_en_el_contexto_del_Gobierno_Abierto
[1] https://demo.ogoov.com/es/participation/
[1] https://drive.google.com/file/d/1mHHKBRP4f-znGU4XNPCJ7iDR81733xpF/view?usp=sharing
[1] https://www.deutschland.de/en/topic/politics/open-governance-is-the-future-says-professor-noveck
[1] https://twitter.com/cotainl/status/1200160382435971072
[1] https://twitter.com/opsigov/status/1200008102931836930
[1] https://medium.com/@opendatacharter/moving-beyond-transparency-adf8b75a9de7

Top URLs in Tweet in G4:
[2] https://www.opengovasia.com/augmented-reality-app-makes-online-learning-more-engaging/
[2] https://www.opengovasia.com/malaysia-to-help-smes-go-digital-by-2022/
[2] http://www.harrisonburgva.gov/agendas
[1] https://www.linkedin.com/slink?code=fresC8n
[1] https://www.ouest-france.fr/economie/pour-l-ocde-les-etats-ont-un-role-cle-jouer-dans-les-transitions-numerique-et-climatique-6628071
[1] https://www.opengovasia.com/utilising-ai-and-social-media-for-early-disease-outbreak-detection/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/opengovcan/status/1199754220318183427
[1] https://www.opengovasia.com/malaysia-pushing-smart-city-initiatives/
[1] https://amazon.co.jp/dp/4491036306
[1] https://www.colacotway.vic.gov.au/Council-the-shire/Council-meetings/Audio-Recordings-of-Council-Meetings

Top URLs in Tweet in G5:
[2] http://data.gv.at/
[1] https://twitter.com/fragdenstaat/status/1204657750942375936
[1] https://blog.wikimedia.de/2019/11/08/was-ist-open-eine-neu-aufgelegte-broschuere-von-okf-und-wikimedia-erklaert-open-data-open-education-open-government-etc/
[1] https://www.berlin.de/
[1] https://www.kita-navigator.berlin.de
[1] https://archiv.berliner-zeitung.de/berlin/falsche-angaben-im-kita-navigator-wie-viele-kita-plaetze-fehlen-wirklich-in-berlin--33430408
[1] https://twitter.com/AINowInstitute/status/1202242763921743872
[1] https://digitalesberlin.info/
[1] https://twitter.com/netzpolitik_org/status/1204666927685259264
[1] https://fragdenstaat.de/anfrage/kosten-kita-navigator/

Top URLs in Tweet in G6:
[3] https://open-access-new-mexico.atpy.it/giving-portal
[3] http://theherdlocker.com/tweet/popularity/openGov
[2] https://medium.com/@DerekAlton/building-an-open-government-movement-ad3ad6c31d5e
[2] https://zoom.us/j/204752568
[2] https://www.abqjournal.com/1396722
[2] https://www.misa-asim.ca/news/479904/PSCIOC---Government-of-Yukon-Open-Government-Survey-.htm
[1] https://www.transport.govt.nz/mot-resources/transport-evidence-base-strategy/
[1] https://twitter.com/Re_Open_Gov/status/1199872504002678784
[1] https://reopengov.org/transcript-stories-from-the-open-gov-s01e02/
[1] https://medium.com/@benjiedlp/a-draft-generic-plan-for-transportation-information-infrastructure-a-template-for-cities-part-1-63ae568b7c66

Top URLs in Tweet in G7:
[1] http://partecipa.gov.it
[1] http://consultazione.gov.it/it/
[1] http://open.gov.it/2019/12/06/consultazioni-pubbliche-raggiunti-tre-importanti-obiettivi-in-tema-di-partecipazione/
[1] https://twitter.com/AlesBellantoni/status/1203953908797890562
[1] https://twitter.com/C4lfonsi/status/1202589732359868420
[1] https://ec.europa.eu/regional_policy/en/newsroom/news/2019/12/12-06-2019-cohesion-policy-showcasing-at-the-2nd-citizen-engagement-festival
[1] https://www.gruppoabele.org/il-riconoscimento-del-ruolo-civico-nel-piano-nazionale-anticorruzione-2019-di-anac/
[1] https://www.forumdisuguaglianzediversita.org/nuovo-protocollo-appalti-del-comune-di-bologna-e-della-citta-metropolitana-di-bologna/

Top URLs in Tweet in G8:
[5] https://coloradofoic.org/order-cfoics-new-sunshine-laws-guide/
[4] https://coloradofoic.org/rangely-police-shooting-the-truth-emerges-and-the-healing-begins/
[4] https://mountaineerjournal.com/2019/11/20/two-additional-lgbt-childrens-books-discovered-at-upshur-county-public-library/
[3] https://denverite.com/2019/12/10/denver-sheriff-department-failed-to-disclose-deputies-with-credibility-issues/
[2] https://www.coloradogives.org/CFOIC/overview
[1] https://www.denverpost.com/2019/11/27/colorado-lawmakers-2020-retain-emails-for-a-year/
[1] https://twitter.com/TimesCall/status/1202424172955275264
[1] https://coloradofoic.org/order-cfoics-n
[1] https://twitter.com/_Brad_Schmidt/status/1201936738437873666
[1] https://coloradofoic.org/harber-the-peoples-fight-for-open-government/

Top URLs in Tweet in G9:
[1] https://opentreasury.gov.ng/
[1] https://twitter.com/abubakar47i/status/982323336763052032

Top URLs in Tweet in G10:
[1] https://opengov.com/article/explore-the-2016-white-house-budget-on-opengov

Top Domains
Top Domains in Tweet in Entire Graph:
[104] twitter.com
[45] medium.com
[38] opengovasia.com
[26] ellak.gr
[22] opengov.gr
[20] opengov.com
[19] blogspot.com
[16] opengovpartnership.org
[13] go.kr
[12] facebook.com

Top Domains in Tweet in G1:
[15] opengovpartnership.org
[5] twitter.com
[2] delfi.ee
[2] medium.com
[2] bit.ly
[2] transparency.org
[2] wrld.bg
[1] idfi.ge
[1] civicus.org
[1] google.com

Top Domains in Tweet in G2:
[14] twitter.com
[11] pogo.org
[6] muckrock.com
[5] youtube.com
[5] foreignassistance.gov
[4] census.gov
[3] e-pluribusunum.org
[3] sunlightfoundation.com
[3] fda.gov
[2] archives.gov

Top Domains in Tweet in G3:
[6] twitter.com
[2] ogoov.com
[1] com.do
[1] academia.edu
[1] google.com
[1] deutschland.de
[1] medium.com
[1] globalintegrity.org
[1] gob.cl
[1] oe.cd

Top Domains in Tweet in G4:
[19] opengovasia.com
[11] twitter.com
[7] zona-m.net
[6] opengovva.org
[3] linkedin.com
[3] dlvr.it
[3] opengov.com
[3] onelakewood.com
[3] harrisonburgva.gov
[2] gov.au

Top Domains in Tweet in G5:
[6] twitter.com
[3] gv.at
[2] berlin.de
[2] digitalesberlin.info
[1] wikimedia.de
[1] berliner-zeitung.de
[1] fragdenstaat.de
[1] okfn.de
[1] netzpolitik.org
[1] move-online.de

Top Domains in Tweet in G6:
[5] medium.com
[5] twitter.com
[3] atpy.it
[3] theherdlocker.com
[3] misa-asim.ca
[2] zoom.us
[2] govt.nz
[2] abqjournal.com
[1] reopengov.org
[1] apple.com

Top Domains in Tweet in G7:
[3] gov.it
[2] twitter.com
[1] europa.eu
[1] gruppoabele.org
[1] forumdisuguaglianzediversita.org

Top Domains in Tweet in G8:
[11] coloradofoic.org
[5] mountaineerjournal.com
[3] denverite.com
[3] twitter.com
[2] denverpost.com
[2] coloradogives.org
[2] dailycamera.com
[2] amazonaws.com
[1] washingtonpolicy.org
[1] wa.gov

Top Domains in Tweet in G9:
[1] gov.ng
[1] twitter.com

Top Domains in Tweet in G10:
[1] opengov.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[741] opengov
[150] opendata
[91] gobiernoabierto
[50] blockchain
[35] dadesobertes
[33] transparency
[32] digitaltransformation
[28] ogp
[27] foia
[24] fintech



Top Hashtags in Tweet in G1:
[117] opengov
[14] gobiernoabierto
[14] sdg16plus
[12] justice
[10] corruption
[9] anticorruptionday
[7] breaktheroles
[7] accesstojustice
[7] givingtuesday
[7] pagof

Top Hashtags in Tweet in G2:
[69] opengov
[31] opendata
[19] opportunityproject
[11] anticorruptionday
[8] foia
[6] foreignaid
[5] givingtuesday
[4] civictech
[4] foiafriday
[3] 2020census

Top Hashtags in Tweet in G3:
[64] gobiernoabierto
[49] opengov
[12] colombia
[11] bigdata
[11] cali
[9] chile
[9] corruption
[5] hiring
[4] gobernandoelfuturo
[4] pigdata

Top Hashtags in Tweet in G4:
[52] opengov
[15] opendata
[9] transparency
[8] foia
[4] access
[3] democracy
[3] education
[3] ai
[3] harrisonburg
[2] localgov

Top Hashtags in Tweet in G5:
[32] opengov
[21] glyphosat
[14] 2nap
[7] civictech
[7] ogpde
[5] opendata
[5] ifg
[4] cumex
[3] konferenz
[2] igfquestions

Top Hashtags in Tweet in G6:
[50] opengov
[27] opendata
[5] opentech
[5] servicedesign
[5] servicedelivery
[4] data
[4] transparency
[3] openpolicy
[3] openaccess
[3] opensource

Top Hashtags in Tweet in G7:
[23] opengov
[15] consultazioni
[15] cohesionpolicy
[14] partecipa
[14] citizenengagement
[10] partecipazione
[4] clubofvenice
[3] eucitizenengagement
[3] opendata
[3] comms

Top Hashtags in Tweet in G8:
[27] opengov
[6] coleg
[6] copolitics
[4] edcolo
[3] cogivesday
[2] cogov
[2] foia
[2] givingtuesday
[1] waleg
[1] librarians

Top Hashtags in Tweet in G9:
[3] opengov

Top Hashtags in Tweet in G10:
[3] russianasset
[1] minimetrump
[1] wearenotanitemweswear
[1] unpatriotic
[1] impeachmentinquiry

Top Words
Top Words in Tweet in Entire Graph:
[974] Words in Sentiment List#1: Positive
[433] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[45932] Non-categorized Words
[47339] Total Words
[2554] î
[736] #opengov
[256] opengovpart
[197] open
[192] government

Top Words in Tweet in G1:
[182] opengovpart
[117] #opengov
[56] join
[55] spradhanogp
[50] corruption
[45] global
[40] open
[32] december
[30] government
[30] change

Top Words in Tweet in G2:
[72] digiphile
[69] #opengov
[46] foia
[31] #opendata
[22] usnatarchives
[20] foia_ombuds
[19] #opportunityproject
[18] secrecy
[17] uscensusbureau
[16] data

Top Words in Tweet in G3:
[81] redmatriz
[64] #gobiernoabierto
[57] opengovpart
[49] #opengov
[37] día
[29] cali
[29] anti
[28] gran
[28] campaña
[28] contraloriacl

Top Words in Tweet in G4:
[52] #opengov
[48] î
[34] opengov
[28] asia
[15] #opendata
[12] open
[11] public
[10] government
[9] city
[9] #transparency

Top Words in Tweet in G5:
[32] #opengov
[23] open
[21] wikimediade
[21] staatlich
[21] erzeugte
[21] öffentlich
[21] finanzierte
[21] inhalte
[21] #glyphosat
[21] gutachten

Top Words in Tweet in G6:
[50] #opengov
[27] #opendata
[13] open
[13] teh_aimee
[11] more
[11] data
[11] government
[10] podcast
[9] today
[9] hear

Top Words in Tweet in G7:
[23] piano
[20] citizens
[19] opengovitaly
[18] #opengov
[15] delle
[15] #consultazioni
[15] two
[15] initiatives
[15] showcasing
[15] play

Top Words in Tweet in G8:
[41] cofoic
[27] #opengov
[23] government
[21] colorado
[16] public
[11] sunshine
[11] laws
[10] make
[10] open
[9] 30

Top Words in Tweet in G9:
[43] citizens
[42] abubakar47i
[42] one
[42] half
[42] year
[42] ago
[42] tweeted
[42] government
[42] transparent
[42] unless

Top Words in Tweet in G10:
[11] jaketapper
[10] liberty_opengov
[10] jvann518
[10] diaperfire
[10] rpd158
[10] scotusreporter
[10] scotusblog
[8] senate
[6] realdonaldtrump
[5] happynanax4

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1896] î,î
[120] î,ïƒî
[103] ïƒî,î
[91] î,ïƒï
[81] ïƒï,î
[76] îºî,î
[75] î,îµï
[69] îµï,î
[66] î,îºî
[64] open,government

Top Word Pairs in Tweet in G1:
[39] opengovpart,join
[25] join,anticorruption
[25] anticorruption,day
[25] day,december
[25] december,worldbanklive
[25] worldbanklive,event
[25] event,ending
[25] ending,shell
[25] shell,game
[25] game,global

Top Word Pairs in Tweet in G2:
[13] foia,advisory
[13] advisory,committee
[9] good,morning
[9] morning,usnatarchives
[9] usnatarchives,ve
[9] ve,returned
[9] returned,another
[9] another,foia
[9] committee,meeting
[9] meeting,hosted

Top Word Pairs in Tweet in G3:
[28] gran,campaña
[28] campaña,contraloriacl
[28] contraloriacl,día
[28] día,internacional
[28] internacional,anti
[28] anti,corrupción
[28] corrupción,diversas
[28] diversas,formas
[28] formas,expresa
[27] redmatriz,gran

Top Word Pairs in Tweet in G4:
[36] î,î
[28] opengov,asia
[6] vcog,daily
[6] news,12
[5] #opengov,#opendata
[5] 12,19
[4] #opendata,#opengov
[4] daily,#access
[4] #access,news
[4] #foia,#transparency

Top Word Pairs in Tweet in G5:
[21] staatlich,erzeugte
[21] erzeugte,öffentlich
[21] öffentlich,finanzierte
[21] finanzierte,inhalte
[21] inhalte,#glyphosat
[21] #glyphosat,gutachten
[21] gutachten,müssen
[21] müssen,uneingeschränkt
[21] uneingeschränkt,zugänglich
[20] wikimediade,staatlich

Top Word Pairs in Tweet in G6:
[13] #opendata,#opengov
[5] #opengov,#opendata
[5] open,government
[5] roles,look
[5] look,_amazing_
[5] _amazing_,needn't
[5] needn't,canadian
[5] canadian,apply
[5] apply,#opendata
[5] #opendata,#opentech

Top Word Pairs in Tweet in G7:
[15] two,initiatives
[15] initiatives,showcasing
[15] showcasing,citizens
[15] citizens,play
[15] play,role
[15] role,#cohesionpolicy
[15] #cohesionpolicy,festival
[14] regioadmcap,two
[14] festival,#citizenengagement
[12] online,#partecipa

Top Word Pairs in Tweet in G8:
[9] sunshine,laws
[9] makes,great
[9] great,stocking
[9] stocking,stuffer
[9] stuffer,here's
[9] here's,order
[8] denver_housing,authority
[8] authority,charging
[8] charging,143
[8] 143,75

Top Word Pairs in Tweet in G9:
[42] one,half
[42] half,year
[42] year,ago
[42] ago,tweeted
[42] tweeted,government
[42] government,transparent
[42] transparent,unless
[42] unless,citizens
[42] citizens,view
[42] view,revenues

Top Word Pairs in Tweet in G10:
[10] liberty_opengov,jvann518
[10] jvann518,diaperfire
[10] diaperfire,rpd158
[10] rpd158,jaketapper
[10] jaketapper,scotusreporter
[10] scotusreporter,scotusblog
[5] happynanax4,liberty_opengov
[4] bruceehrenberg,liberty_opengov
[2] whitehouse,realdonaldtrump
[2] tedcruz,#russianasset

Top Replied-To
Top Replied-To in Entire Graph:
@clarabrugadam
@bruceehrenberg
@digiphile
@activetallinn
@spradhanogp
@happynanax4
@realdonaldtrump
@morenaragone
@usnatarchives
@slaksmi

Top Replied-To in G1:
@spradhanogp
@activetallinn
@taidrus

Top Replied-To in G2:
@digiphile
@usnatarchives
@statedept
@foia_ombuds
@opentechfund

Top Replied-To in G3:
@clausorucopress

Top Replied-To in G5:
@fragdenstaat

Top Replied-To in G6:
@motnz
@ryanjhum
@derekalton

Top Replied-To in G7:
@morenaragone

Top Replied-To in G8:
@seatimesopinion

Top Replied-To in G9:
@sirjoka
@iyaboawokoya

Top Replied-To in G10:
@bruceehrenberg
@happynanax4
@realdonaldtrump
@jakesherman
@bettemidler
@thehill
@repmarkgreen
@whitehouse
@hillaryclinton
@davidaxelrod

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@redmatriz
@eellak
@digiphile
@spradhanogp
@abubakar47i
@cofoic
@eraser
@contraloriacl
@worldbanklive

Top Mentioned in G1:
@opengovpart
@spradhanogp
@worldbanklive
@pgoburkina
@costransparency
@lvuniversity
@rahandus
@manabalss
@accountlab
@silvanavf

Top Mentioned in G2:
@digiphile
@foia_ombuds
@usnatarchives
@uscensusbureau
@deptofdefense
@whitehouse
@un
@pogoblog
@foiapost
@jason_palladino

Top Mentioned in G3:
@redmatriz
@opengovpart
@contraloriacl
@opendatacharter
@civicusalliance
@al
@globalintegrity
@j_florezh
@oecddev
@diplogobabierto

Top Mentioned in G4:

Top Mentioned in G5:
@wikimediade
@wi00194
@okfde
@miguelitoj89
@opengovgermany
@lorz
@algorithmwatch
@senbjf
@bmf_bund
@fragdenstaat

Top Mentioned in G6:
@teh_aimee
@nmfog
@openaccessnm
@biancatomazeli
@peter_stcyr
@hellomarcoliver
@fblodo
@melrobrt
@derekalton

Top Mentioned in G7:
@opengovitaly
@regioadmcap
@alesbellantoni
@funzpub
@opengovpart
@vincpatruno
@napo
@eniogemmo
@fpa_net
@elvirazollerano

Top Mentioned in G8:
@cofoic
@denver_housing
@denverpost
@lefendt
@safelibraries
@washingtoncog
@dailycamera
@de
@nfoic
@denverite

Top Mentioned in G9:
@abubakar47i
@mbuhari
@bboason
@sirjoka
@darley004
@iyaboawokoya

Top Mentioned in G10:
@jaketapper
@jvann518
@diaperfire
@rpd158
@scotusreporter
@scotusblog
@liberty_opengov
@realdonaldtrump
@flotus
@senjohnkennedy

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@chidambara09
@koulnek
@thehill
@homegypsy
@pas5974
@eraser
@wwf
@nickasavet
@nytimes

Top Tweeters in G1:
@nomoreslaves
@djriveraros
@ruthiliana46
@santidavid
@tebenas
@alemolina24
@salhaj
@thabitsenior
@michael_oyakojo
@templestkinqsly

Top Tweeters in G2:
@pas5974
@nickasavet
@barricko_bama
@kimpy123
@pameladrew
@socratic1
@omahagemgirl
@mznikkinew
@whtapl
@moisturevapor8r

Top Tweeters in G3:
@chidambara09
@elnuevodiariord
@btkrth
@adsuara
@mapc
@cancino
@alcaldiadecali
@pjudicialchile
@alicantemkt
@senado_chile

Top Tweeters in G4:
@dwatchnews
@genphys
@saeedbaygi
@medicalquack
@collabregate
@whymandesign
@teragramus
@esasahara
@thailand_tips
@anatheniantoldn

Top Tweeters in G5:
@kraeuterverbena
@presroi
@mannheimgirls
@robertharm
@fubits
@med7sportarten
@nicolakuhrt
@rudolflegat
@storch_i
@woleonard

Top Tweeters in G6:
@krqe
@abqjournal
@ryanmlowery
@teh_aimee
@andrewnebus
@digitalwestie
@ashleighweeden
@servicedesignbt
@drcuriosity
@andresvarela

Top Tweeters in G7:
@robre62
@fondieuropei20
@scieducation1
@morenaragone
@piersoft
@pattygrasso
@cigna69
@davelsign
@flepar__
@napo

Top Tweeters in G8:
@safelibraries
@denverpost
@califquail1969
@jfryartc
@astridbears
@bradleyross
@dailycamera
@trentonsperry
@stevehensonme
@maryfordgb

Top Tweeters in G9:
@ahayatu
@mbashees
@toluogunlesi
@abubakar47i
@target757
@bboason
@inasir89
@abdulpaiko_
@iyaboawokoya
@ardoaliyu

Top Tweeters in G10:
@thehill
@jaketapper
@chrislhayes
@leeholly81
@meetthepress
@corybooker
@hardball
@axios
@jakesherman
@chucktodd


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