opengov, Twitter, 1/21/2021 11:49:17 PM, 246187


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opengov_2021-01-21_07-42-37.xlsx
opengov_2021-01-21_07-42-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
opengov via NodeXL https://bit.ly/3qJxofo
@opengovpart
@andresvarela
@digiphile
@liberty_opengov
@capitolpolice
@oecdgov
@washingtoncog
@participatory
@cofoic
@accountlabng

Top hashtags:
#opengov
#democracy
#civictech
#opendata
#civicspace
#transparency

Description:
Description
The graph represents a network of 1,123 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, 21 January 2021 at 15:45 UTC.

The requested start date was Thursday, 21 January 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, 23-hour, 54-minute period from Thursday, 07 January 2021 at 01:05 UTC to Thursday, 21 January 2021 at 00:59 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 : 1123
Unique Edges : 759
Edges With Duplicates : 1814
Total Edges : 2573
Number of Edge Types : 5
Mentions : 673
Replies to : 175
Retweet : 639
MentionsInRetweet : 872
Tweet : 214
Self-Loops : 224
Reciprocated Vertex Pair Ratio : 0.0442073170731707
Reciprocated Edge Ratio : 0.0846715328467153
Connected Components : 141
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 622
Maximum Edges in a Connected Component : 1746
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.7023
Graph Density : 0.00108729640969964
Modularity : 0.508631
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,123 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, 21 January 2021 at 15:45 UTC.

The requested start date was Thursday, 21 January 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, 23-hour, 54-minute period from Thursday, 07 January 2021 at 01:05 UTC to Thursday, 21 January 2021 at 00:59 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://pagetwo.completecolorado.com/2021/01/19/armstrong-put-government-records-online-by-default/
[9] https://accountabilitylab.org/our-strategy-update-what-were-going-to-do-in-2021/
[9] https://www.govtech.com/biz/OpenGov-Partners-With-Fyllo-on-Cannabis-Regulation-Software.html
[8] http://www.opengov.gr/ypepth/?p=5849
[7] https://www.youtube.com/watch?v=zwqjW184r9g&feature=youtu.be

[6] https://democracywatch.ca/campaigns/open-government-campaign/
[6] http://www.opengov.gr/home
[6] https://observatoire.td/single-post.php?id=12#.YAG7Jqn-krM.twitter
[4] https://trpc.biz/22-january-2021-trp-seminar-on-ip-of-algorithms-in-open-innovation/
[4] https://www.globalintegrity.org/we-are-recruiting/

Top URLs in Tweet in G1:
[1] http://startpsge.com
[1] https://nypost.com/2021/01/12/ny-man-brandon-fellows-has-no-regrets-of-role-in-capitol-siege/?utm_campaign=iphone_nyp&utm_source=pasteboard_app
[1] https://www.prnewswire.com/news-releases/new-report-reveals-demographics-of-black-lives-matter-protesters-shows-vast-majority-are-white-marched-within-their-own-cities-301079234.html
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DljS_W-pRxeA&q=EgS4SO-bGI3DpoAGIhkA8aeDS-ldwonclwlQxkA9LIO3TbNQ9Ka0MgFy

Top URLs in Tweet in G2:
[3] https://info.mzalendo.com/media_root/file_archive/Open_Government_Partnership_-_National_Action_Plan_NAP_IV_VoTBSAk.pdf
[2] https://www.opengovpartnership.org/stories/reflections-on-the-implementation-of-public-sector-algorithmic-policy/
[2] https://www.opengovpartnership.org/stories/renewing-democracy-in-2021/
[2] https://www.partnersglobal.org/newsroom/building-accountable-governance-in-nigeria/
[2] https://www.partnersglobal.org/newsroom/building-accountable-governance-in-nigeria/@opengovpart
[1] https://zenodo.org/record/4281363#.X_9mbOkzY_X
[1] https://www.pwyp.org/pwyp-news/gender-justice-webinar-series?utm_campaign=Gender%20Webinar&utm_source=twiter&utm_medium=social&utm_content=general%201
[1] https://www.opengovpartnership.org/documents/cote-divoire-action-plan-2020-2022/
[1] https://www.opengovpartnership.org/documents/a-guide-to-open-government-and-the-coronavirus-justice/
[1] https://www.opengovpartnership.org/documents/justice-policy-series-part-ii-open-justice/

Top URLs in Tweet in G3:
[3] https://oe.cd/civic-space-brazil
[2] https://democracyspot.net/2021/01/13/46-favorite-reads-on-democracy-civic-tech-and-a-few-other-interesting-things/
[2] http://theherdlocker.com/tweet/popularity/openGov
[1] https://www.youtube.com/watch?v=zd6RciYzqAE&feature=youtu.be

[1] https://www.nbcnews.com/news/amp/ncna1254023?__twitter_impression=true

Top URLs in Tweet in G4:
[4] https://www.govtech.com/biz/OpenGov-Partners-With-Fyllo-on-Cannabis-Regulation-Software.html
[3] http://www.opengov.gr/home
[2] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.govtech.com%2Fbiz%2FOpenGov-Partners-With-Fyllo-on-Cannabis-Regulation-Software.html&ct=ga&cd=CAIyGjc2ZjBkZThkZjVkMmIxOGY6Y29tOmVuOlVT&usg=AFQjCNH1UY2ki8HV_gvWrhAguO0mi90_aQ&utm_source=dlvr.it&utm_medium=twitter
[2] http://bit.ly/3oAX9gV
[2] http://www.opengov.gr/ypepth/?p=5849
[2] https://ctovision.com/opengov-partners-with-fyllo-on-cannabis-regulation-software/
[2] https://opengov.sos.ri.gov/Common/DownloadMeetingFiles?FilePath=
[2] https://opengov.sos.ri.gov/Common/DownloadMeetingFiles?FilePath=/Notices/4089/2021/382854.pdf
[1] https://democracywatch.ca/campaigns/open-government-campaign/
[1] https://twitter.com/DemocracyWatchr/status/1346884301900681216

Top URLs in Tweet in G5:
[7] https://www.youtube.com/watch?v=zwqjW184r9g&feature=youtu.be

[3] https://diplocat.cat/ca/activitats/88/l-aposta-catalana-per-la-transparencia-i-les-dades-obertes
[2] https://twitter.com/Diplocat/status/1348547730470277120
[2] https://twitter.com/governobertcat/status/1348639300083097602
[2] https://twitter.com/governobertcat/status/1347283113567690753
[1] https://www.aoc.cat/2021/1000280040/cicle-bona-governanca/
[1] https://diplocat.cat/ca/activitats/88/diplocat-iniciara-l-any-2021-amb-un-cicle-sobre-bona-governanca-i-govern-obert
[1] https://twitter.com/Diplocat/status/1346004718347280384
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DzwqjW184r9g%26feature%3Dyoutu.be&q=EgS4SO-bGOrCpoAGIhkA8aeDS_ViXihG8d_cGu_-GxtQFoMm9hUZMgFy
[1] https://twitter.com/Diplocat/status/1347454267091775489

Top URLs in Tweet in G6:
[6] https://observatoire.td/single-post.php?id=12#.YAG7Jqn-krM.twitter
[4] https://trpc.biz/22-january-2021-trp-seminar-on-ip-of-algorithms-in-open-innovation/
[2] https://drive.google.com/file/d/1SA12vfjVrFaZvfdLPBYHgZ-zgnozT3cu/view?usp=sharing
[2] https://twitter.com/_DITP/status/1346807385487241216
[1] https://www.linkedin.com/slink?code=eDDprYB
[1] http://www.ogptunisie.gov.tn/?p=4600
[1] https://twitter.com/Etalab/status/1349368502688378880
[1] https://twitter.com/gouvernementFR/status/1349366550810292224

Top URLs in Tweet in G7:
[10] https://pagetwo.completecolorado.com/2021/01/19/armstrong-put-government-records-online-by-default/
[2] https://coloradofoic.org/withheld-records-about-denver-housing-advisory-committee-do-not-reveal-give-and-take-and-must-be-disclosed-judge-rules/
[2] https://www.openrecords.pa.gov/alert.cfm?id=16
[1] https://dailyprogress.com/news/local/govt-and-politics/councilors-say-charlottesville-needs-to-jettison-negativity/article_ea58262e-5ac1-11eb-8958-9baa12158fd1.html#tracking-source=home-top-story
[1] https://www.opengovva.org/transparency-news-1721
[1] https://www.opengovva.org/transparency-news-1821
[1] https://www.opengovva.org/transparency-news-11121
[1] https://www.opengovva.org/transparency-news-11221
[1] https://www.opengovva.org/transparency-news-11321
[1] https://www.opengovva.org/transparency-news-11421

Top URLs in Tweet in G8:
[2] https://twitter.com/cwidma3/status/1347931702719610886
[1] https://www.trumplibrary.gov/research
[1] https://app.leg.wa.gov/billsummary?BillNumber=1056&Year=2021&Initiative=false
[1] https://twitter.com/TransitGeekJoe/status/1351631845566279680
[1] https://twitter.com/JillianKIRO7/status/1351302816954896387
[1] https://twitter.com/WashingtonCOG/status/1348353212382810112
[1] https://twitter.com/TransitGeekJoe/status/1351631837261545474
[1] https://app.leg.wa.gov/billsummary?BillNumber=1329&Initiative=false&Year=2021
[1] https://twitter.com/TransitGeekJoe/status/1351631847453675520
[1] https://app.leg.wa.gov/billsummary?billnumber=1329&year=2021&initiative=False

Top URLs in Tweet in G9:
[1] https://jimsinur.blogspot.com/2021/01/2021-top-10-technical-trends.html
[1] https://jimsinur.blogspot.com/2021/01/360-smart-view-of-interactions-at-scale.html
[1] https://jimsinur.blogspot.com/2021/01/2021-top-10-business-trends.html
[1] https://letstalkopengov.ca/participate?tool=survey_tool&tool_id=event-registration#tool_tab
[1] https://www.open3.at/2012/08/mehr-mut-zur-neuerung-und-innovation-di-johann-mittheisz-cio-stadt-wien-im-gespraech

Top URLs in Tweet in G10:
[1] https://opengov.seoul.go.kr/search?searchKeyword=%EC%A0%9C%EC%84%A4%EC%A0%9C+%EB%B3%B4%EC%9C%A0%ED%98%84%ED%99%A9
[1] https://twitter.com/H2b6dO9le7gJJOh/status/1347694189782335490

Top Domains
Top Domains in Tweet in Entire Graph:
[81] twitter.com
[36] opengov.gr
[16] opengovpartnership.org
[13] medium.com
[12] ri.gov
[10] pressrelease.cc
[10] completecolorado.com
[10] accountabilitylab.org
[10] govtech.com
[10] youtube.com

Top Domains in Tweet in G1:
[1] startpsge.com
[1] nypost.com
[1] prnewswire.com
[1] google.com

Top Domains in Tweet in G2:
[15] opengovpartnership.org
[4] twitter.com
[4] partnersglobal.org
[3] mzalendo.com
[1] zenodo.org
[1] pwyp.org

Top Domains in Tweet in G3:
[3] oe.cd
[2] democracyspot.net
[2] theherdlocker.com
[1] youtube.com
[1] nbcnews.com

Top Domains in Tweet in G4:
[12] twitter.com
[12] ri.gov
[10] opengov.gr
[10] pressrelease.cc
[5] govtech.com
[4] newjerseyheadlines.com
[3] go.kr
[2] google.com
[2] bit.ly
[2] linkedin.com

Top Domains in Tweet in G5:
[8] twitter.com
[7] youtube.com
[4] diplocat.cat
[1] aoc.cat
[1] google.com

Top Domains in Tweet in G6:
[6] observatoire.td
[4] trpc.biz
[4] twitter.com
[2] google.com
[1] linkedin.com
[1] gov.tn

Top Domains in Tweet in G7:
[10] completecolorado.com
[7] opengovva.org
[6] twitter.com
[5] coloradofoic.org
[4] pa.gov
[1] dailyprogress.com
[1] mailchi.mp
[1] openrecordspennsylvania.com
[1] law.com
[1] dcogc.org

Top Domains in Tweet in G8:
[11] twitter.com
[4] wa.gov
[2] washingtoncog.org
[1] trumplibrary.gov
[1] documentcloud.org

Top Domains in Tweet in G9:
[3] blogspot.com
[1] letstalkopengov.ca
[1] open3.at

Top Domains in Tweet in G10:
[1] go.kr
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[465] opengov
[49] democracy
[47] civictech
[39] opendata
[29] civicspace
[22] transparency
[20] gobiernoabierto
[19] dyk
[18] foia
[15] brazil



Top Hashtags in Tweet in G1:
[1] seditioncaucus
[1] terroristted
[1] fascists
[1] daddyslittlefailure
[1] pathetic

Top Hashtags in Tweet in G2:
[81] opengov
[12] indonesia
[8] gobiernoabierto
[5] transparency
[5] accountability
[4] covid19
[4] ogpkenya
[3] freedomofinformation
[2] openrecovery
[2] opengovernment

Top Hashtags in Tweet in G3:
[52] opengov
[43] democracy
[43] civictech
[28] civicspace
[15] brazil
[1] morocco
[1] opengovmorocco
[1] rt

Top Hashtags in Tweet in G4:
[21] opengov
[8] opendata
[3] cannabis
[2] peipoli
[1] peifoi
[1] cdnpoli
[1] cdnfoi
[1] citizenengagement
[1] government
[1] tech

Top Hashtags in Tweet in G5:
[51] opengov
[7] bonagovernança
[4] ogplocal
[3] covid19
[1] digitalització
[1] transparència
[1] catalunya

Top Hashtags in Tweet in G6:
[25] opengov
[8] pagof
[8] opendata
[6] tchad
[5] franceservices
[4] innovation
[4] ipr
[4] transport
[4] algorithms
[3] tunisie

Top Hashtags in Tweet in G7:
[49] opengov
[12] coleg
[9] foia
[9] transparency
[8] rtkl
[4] publicrecords
[4] sayfie
[3] edcolo
[3] copolitics
[3] cogov

Top Hashtags in Tweet in G8:
[27] opengov
[6] waleg
[1] foia
[1] pra
[1] thread
[1] foi

Top Hashtags in Tweet in G9:
[3] forbes
[3] forbestech
[3] forbesunder30
[3] govtech
[3] opengov

Top Words
Top Words in Tweet in Entire Graph:
[463] #opengov
[127] public
[110] opengovpart
[81] liberty_opengov
[73] more
[70] ogp
[68] opengov
[68] open
[67] chasten
[65] 2021

Top Words in Tweet in G1:
[81] liberty_opengov
[67] chasten
[37] white
[29] privilege
[20] police
[17] people
[16] snowden
[12] down
[10] black
[9] trump

Top Words in Tweet in G2:
[92] opengovpart
[81] #opengov
[61] ogp
[29] action
[29] plan
[26] 2021
[26] year
[26] congrats
[24] democracy
[24] delivering

Top Words in Tweet in G3:
[52] #opengov
[43] democracyspot
[43] 46
[43] favorite
[43] reads
[43] #democracy
[43] #civictech
[43] few
[43] interesting
[43] things

Top Words in Tweet in G4:
[32] opengov
[21] #opengov
[16] software
[14] fyllo
[14] cannabis
[14] meeting
[13] partners
[12] see
[10] regulation
[10] agenda

Top Words in Tweet in G5:
[49] #opengov
[41] governobertcat
[40] amb
[39] diplocat
[34] govern
[31] local
[27] locals
[27] obert
[27] experiències
[26] ens

Top Words in Tweet in G6:
[25] #opengov
[13] plan
[11] rapport
[11] d'évaluation
[9] ma_billard1
[8] #pagof
[8] #opendata
[8] france
[8] disponible
[8] attend

Top Words in Tweet in G7:
[49] #opengov
[27] cofoic
[22] records
[18] access
[15] right
[14] news
[14] public
[14] know
[13] online
[12] #coleg

Top Words in Tweet in G8:
[27] #opengov
[22] act
[20] records
[19] freedom
[19] information
[18] trump
[18] presidential
[18] become
[18] subject
[18] foia

Top Words in Tweet in G9:
[11] க
[10] opengov
[6] த
[5] ப
[5] ய
[5] opengovpart
[5] dimontebello
[5] fin
[5] tourach
[5] stadt_wien

Top Words in Tweet in G10:
[34] 박원순이
[34] 알차게
[34] 설거지
[34] 했네
[34] 서울시hp
[34] 소통광장이란
[34] 코너에서
[34] 제설제
[34] 염화칼슘
[34] 보유현황

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[67] liberty_opengov,chasten
[44] #opengov,#civictech
[43] democracyspot,46
[43] 46,favorite
[43] favorite,reads
[43] reads,#democracy
[43] #democracy,#opengov
[43] #civictech,few
[43] few,interesting
[43] interesting,things

Top Word Pairs in Tweet in G1:
[67] liberty_opengov,chasten
[25] white,privilege
[13] chasten,white
[8] liberty_opengov,snowden
[8] vanillaeboni,liberty_opengov
[8] babybanana,liberty_opengov
[6] agentjacob,liberty_opengov
[6] black,people
[5] hasmichel,liberty_opengov
[5] tweateringing,brendaaduarte1

Top Word Pairs in Tweet in G2:
[26] ogp,action
[26] action,plan
[23] 2021,landmark
[23] landmark,year
[23] year,#opengov
[23] #opengov,democracy
[21] opengovpart,congrats
[14] believe,whole
[14] whole,ogp
[14] ogp,community

Top Word Pairs in Tweet in G3:
[43] democracyspot,46
[43] 46,favorite
[43] favorite,reads
[43] reads,#democracy
[43] #democracy,#opengov
[43] #opengov,#civictech
[43] #civictech,few
[43] few,interesting
[43] interesting,things
[42] participatory,democracyspot

Top Word Pairs in Tweet in G4:
[10] opengov,partners
[10] partners,fyllo
[10] regulation,software
[10] see,agenda
[9] fyllo,cannabis
[9] cannabis,regulation
[9] agenda,teleconferencing
[9] teleconferencing,details
[9] meeting,today
[9] today,january

Top Word Pairs in Tweet in G5:
[27] govern,obert
[24] ens,locals
[23] bona,governança
[20] governança,dels
[20] dels,ens
[16] cicle,bona
[16] escòcia,catalunya
[15] administració,local
[15] experiències,d'euskadi
[15] d'euskadi,escòcia

Top Word Pairs in Tweet in G6:
[11] rapport,d'évaluation
[8] d'évaluation,plan
[8] plan,#opengov
[8] #opengov,france
[8] france,disponible
[8] disponible,attend
[8] attend,commentaires
[8] commentaires,claviers
[7] #pagof,#opendata
[7] #opendata,#opengov

Top Word Pairs in Tweet in G7:
[14] right,know
[11] government,records
[10] vcog,daily
[10] daily,access
[10] access,news
[10] put,government
[10] records,online
[10] online,default
[10] default,column
[10] column,ariarmstrong

Top Word Pairs in Tweet in G8:
[19] freedom,information
[19] information,act
[18] trump,presidential
[18] presidential,records
[18] records,become
[18] become,subject
[18] subject,freedom
[18] act,foia
[18] foia,requests
[18] requests,january

Top Word Pairs in Tweet in G9:
[5] dimontebello,fin
[5] fin,tourach
[5] stadt_wien,opengov
[5] opengov,opendata
[4] guenterhack,dimontebello
[3] forbescmo,forbes
[3] forbes,forbestech
[3] forbestech,forbeswomen
[3] forbeswomen,forbes_india
[3] forbes_india,forbeslife

Top Word Pairs in Tweet in G10:
[34] 박원순이,알차게
[34] 알차게,설거지
[34] 설거지,했네
[34] 했네,서울시hp
[34] 서울시hp,소통광장이란
[34] 소통광장이란,코너에서
[34] 코너에서,제설제
[34] 제설제,염화칼슘
[34] 염화칼슘,보유현황
[34] 보유현황,조회하니

Top Replied-To
Top Replied-To in Entire Graph:
@liberty_opengov
@hasmichel
@stan_achonu
@etsbaltimore
@about47pandas
@agentjacob
@babybanana
@futuremoh
@thirdeyeheart
@donaldjtrumpjr

Top Replied-To in G1:
@liberty_opengov
@hasmichel
@etsbaltimore
@about47pandas
@agentjacob
@babybanana
@billkristol
@donaldjtrumpjr
@thirdeyeheart
@vanillaeboni

Top Replied-To in G5:
@bernatsole

Top Replied-To in G7:
@flfaf
@dcogc
@bethesdabeat

Top Replied-To in G8:
@miagregerson33

Top Replied-To in G9:
@guenterhack
@rudolflegat
@michaelmina_lab

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@chasten
@participatory
@governobertcat
@diplocat
@liberty_opengov
@accountlabng
@minwoon
@mart1oeil
@cofoic

Top Mentioned in G1:
@chasten
@liberty_opengov
@snowden
@alexlimonnews
@vanillaeboni
@donaldjtrumpjr
@brendaaduarte1
@babybanana
@tweateringing
@about47pandas

Top Mentioned in G2:
@opengovpart
@riga_latam
@pepe_garcia
@diplogobabierto
@foiguru
@tonubasu
@ekpebor
@ppmonitorng
@mojuolo
@oneinafrica

Top Mentioned in G3:
@participatory
@oecdgov
@opengovpart
@ma_billard1
@mefra_ra
@undp_innovation
@samanthajpower
@oknrw
@clemencepene
@cofoic

Top Mentioned in G4:
@rish__sharma

Top Mentioned in G5:
@governobertcat
@diplocat
@rogerbuch
@consorciaoc
@exteriorscat
@mbonmatip
@bernatsole
@govern
@astriddesset
@jbikandi

Top Mentioned in G6:
@ma_billard1
@etalab
@observatoire_td
@mathilde_bras
@boucautjohan
@opengovpart
@kdialogues
@clemencepene
@cafdo_officiel

Top Mentioned in G7:
@cofoic
@ariarmstrong
@completeco
@erikopenrecords
@opengovva
@sandramoscoso
@dcpublicschools
@nfoic
@mirandareporter
@dcogc

Top Mentioned in G8:
@a_marshall_plan
@washingtoncog
@wickse
@rachelwalexande
@mycommtrans
@wahousedems
@melissasantos1
@twittersupport
@aircanada
@yvrairport

Top Mentioned in G9:
@opengov
@opengovpart
@dimontebello
@fin
@tourach
@stadt_wien
@opendata
@brigittelutz
@forbescmo
@forbes

Top Mentioned in G10:
@minwoon

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@wittgenstein_jm
@eraser
@libsuperstar
@peristerara
@tromaktiko_blog
@lltwing
@beverlyfolkers
@leavittalone
@sgw94

Top Tweeters in G1:
@cnn
@jaketapper
@kade6767
@amy_siskind
@aaronreynolds
@gtconway3d
@davidfrum
@brendaaduarte1
@kidsmoove
@realdonaldtrump

Top Tweeters in G2:
@torikh
@kate_eviva
@yuukifushimi
@tiyanitee
@pollymoth
@sir_alex52
@budgitng
@reinventionfail
@femnetprog
@p_pandora

Top Tweeters in G3:
@moniquedhooghe
@gianlucasgueo
@arthursmid
@andrewecoulson
@andresvarela
@fabiolaoperales
@pamelagidwani
@democracytalk
@social_inno_gva
@abiertogob

Top Tweeters in G4:
@tromaktiko_blog
@daggamagazine
@cannabisbiznews
@ctolist
@pressrelease_cc
@gate_15_analyst
@newjerseyheadli
@feressiadis
@typos_ipirou
@hectorcannabis

Top Tweeters in G5:
@wittgenstein_jm
@esquerra_erc
@f_fusterfabra
@perezlozano
@imma_ccorominas
@ictlogist
@govern
@torrajordi
@rogerbuch
@colpiscat

Top Tweeters in G6:
@ricardo_ik_ahau
@discovertech3
@joelgombin
@azusanne
@djokeller_lp
@afd_france
@valentinchaput
@clemencepene
@banquedesterr
@cq94

Top Tweeters in G7:
@bmenezes
@ariarmstrong
@jmhaigh
@coreyhutchins
@537votes
@reveal
@repgrove
@jeremymlong
@dcpublicschools
@conrad_swanson

Top Tweeters in G8:
@beverlyfolkers
@aircanada
@calgarytransit
@number9r
@transitgeekjoe
@rachelwalexande
@damasoreyes
@maryanniemarss
@olympiawatch
@yvrairport

Top Tweeters in G9:
@forbes
@reutersbiz
@guenterhack
@forbestech
@bbcbusiness
@forbeslife
@harvardbiz
@un
@forbes_india
@rudolflegat

Top Tweeters in G10:
@lovegahun
@hannaraptor
@privateflightkr
@sunsetstory32
@hahah_2020
@juseen
@hee0801jin
@try1e2dly7yaa3p
@kill_reds
@1229bhg1


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