civictech, Twitter, 6/10/2021 6:36:54 PM, 256618


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civictech_2021-06-10_08-16-54.xlsx
civictech_2021-06-10_08-16-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2021
Short Description:
civictech via NodeXL https://bit.ly/359ZSG4
@codeforpdx
@civictechafrica
@mitgovlab
@participatory
@civictechguide
@policerewired
@codeforamerica
@foye_jr1046
@thesiliconhill
@uganda_digital

Top hashtags:
#civictech
#govtech
#localgov
#opendata
#digitaltransformation

Description:
Description
The graph represents a network of 637 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 10 June 2021 at 15:18 UTC.

The requested start date was Thursday, 10 June 2021 at 00:01 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, 21-hour, 46-minute period from Thursday, 27 May 2021 at 00:20 UTC to Wednesday, 09 June 2021 at 22:06 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 : 637
Unique Edges : 566
Edges With Duplicates : 1089
Total Edges : 1655
Number of Edge Types : 5
Retweet : 384
MentionsInRetweet : 682
Mentions : 355
Tweet : 214
Replies to : 20
Self-Loops : 227
Reciprocated Vertex Pair Ratio : 0.0933997509339975
Reciprocated Edge Ratio : 0.170842824601367
Connected Components : 110
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 202
Maximum Edges in a Connected Component : 753
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.392795
Graph Density : 0.00216719488956686
Modularity : 0.489398
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 637 Twitter users whose tweets in the requested range contained "civictech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 10 June 2021 at 15:18 UTC.

The requested start date was Thursday, 10 June 2021 at 00:01 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, 21-hour, 46-minute period from Thursday, 27 May 2021 at 00:20 UTC to Wednesday, 09 June 2021 at 22:06 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 : civictech
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://pheedloop.com/misaona2021/site/home/
[7] https://covid19.civictech.chiba.jp/
[5] https://www.eventbrite.com/e/mit-bbl-dont-build-it-a-practical-civic-tech-guide-tickets-156447533785
[5] https://twitter.com/mitgovlab/status/1400802992081838080
[5] https://uracimamaps.maps.arcgis.com/apps/View/index.html?appid=ed1794ae8c2b4df689dc0bad1fe2d137&extent=139.8372,35.6235,139.9675,35.6719
[5] https://www.meetup.com/CivicTechYYC-Tech-for-Good/events/278408882/
[5] https://medium.com/open-data-durban/so-what-is-civic-tech-bf502334490b
[5] https://medium.com/civictech/enabling-access-to-equitable-and-affordable-justice-9246e39acdfd?source=rss-------8-----------------artificial_intelligence&utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/OpenGovHub/status/1397885296860086279
[4] https://www.eproval.com/community/the-importance-of-collaboration-and-transparency-in-the-special-event-permitting-process/

Top URLs in Tweet in G1:
[17] https://pheedloop.com/misaona2021/site/home/
[4] https://www.eproval.com/community/the-importance-of-collaboration-and-transparency-in-the-special-event-permitting-process/
[3] https://granicus.com/resource/preview-the-reimagined-govmeetings/?utm_campaign=2021_06_govMPreview&utm_medium=social-organic&utm_source=twitter
[3] https://granicus.com/resource/granicus-summer-school-part-1-the-basics-of-solid-gov-marketing-june-10/?&utm_medium=social-organic&utm_source=twitter
[2] https://granicus.com/resource/lights-off-gov-on-69-webinar/?&utm_medium=social-organic&utm_source=twitter
[2] https://elgl.org/event/gathering-community-feedback-on-short-term-rentals/
[1] https://granicus.com/how-the-city-of-olathe-kansas-is-transforming-into-a-modern-powerhouse/?&utm_medium=social-organic&utm_source=twitter
[1] https://granicus.com/blog/upcoming-event-the-tools-your-government-needs-to-address-the-unknowns-of-tomorrow/?&utm_medium=social-organic&utm_source=twitter
[1] https://granicus.com/blog/funding-increase-resident-engagement-american-rescue-plan-funds/?&utm_medium=social-organic&utm_source=twitter
[1] https://granicus.com/blog/building-trust-participation-in-the-covid-vaccine-process/?&utm_medium=social-organic&utm_source=twitter

Top URLs in Tweet in G2:
[5] https://medium.com/open-data-durban/so-what-is-civic-tech-bf502334490b
[4] https://jamlab.africa/2021/06/07/financing-or-monetising-your-civic-tech-or-journalism-platform-divi/
[4] https://civictech.africa/add-your-initiative/
[4] https://civictech.africa/
[3] https://podcasts.apple.com/za/podcast/civic-tech-in-africa/id1561784902?i=1000523401150
[3] https://youtu.be/VLNykewSet4
[3] https://www.youtube.com/channel/UC9jq14yFOdpnoT8xphfRXww
[3] https://civictech.africa/increasing-political-participation-during-elections-through-civic-tech-in-africa/
[3] https://civictech.africa/navigating-the-civic-space-during-a-pandemic/
[3] https://reports.changefoundation.org/pandemic-report-2020/

Top URLs in Tweet in G3:
[3] https://govfresh.com/2021/06/register-for-the-government-2021-user-experience-summit/
[2] https://twitter.com/johncutlefish/status/1392943820728246274
[2] https://proudcity.com/government-technology-proudcity-turns-to-partners-to-unbundle-web-tech-service/
[2] https://civictech.guide/
[1] https://cydharrell.com/book
[1] https://twitter.com/Ling_Garcia/status/1402687239667130368
[1] https://proudcity.com/proudcity-department-of-civic-things-join-e-republics-icymi-to-discuss-new-certified-service-partners-program/
[1] https://twitter.com/mitgovlab/status/1400802992081838080
[1] https://democracylab.org/
[1] https://brigade.codeforamerica.org/

Top URLs in Tweet in G4:
[4] https://covid19.civictech.chiba.jp/
[2] https://www.youtube.com/watch?v=HuYVIKKUZms&feature=youtu.be

[1] https://www.indorelawan.org/activity/60a5fe81a574cc002e2e747c
[1] https://democratie.brussels/assemblies
[1] https://note.com/kken78/n/n755a651d730b
[1] https://cap2021-entry.peatix.com/
[1] https://agilemapper.com/use-cases/municipal-asset-inventory/?utm_campaign=coschedule&utm_source=twitter&utm_medium=IamBenSchmidt&utm_content=Municipal
[1] Asset
[1] Inventory
[1] -

Top URLs in Tweet in G5:
[4] https://www.govreport.org/digital/what-civic-tech-means-in-2021-an-interview-with-code-for-america-ceo-amanda-renteria/
[1] https://okt.to/hRPMK1
[1] https://twitter.com/CodingItForward/status/1401958537794928644
[1] https://www.theberylinstitute.org/events/EventDetails.aspx?id=1523943&group=&blaid=1596439
[1] https://twitter.com/codingitforward/status/1402287578271858693
[1] https://www.aspeninstitute.org/publications/building-the-tech-enabled-safety-net/
[1] https://fwd50.com/fwdthinking-episode-10-passing-the-torch/
[1] https://twitter.com/mitgovlab/status/1400802992081838080
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DnbyHfGefBK0&q=EgS4SO-bGKLaiIYGIhDaEn_SERNN1W2CGFOqXjl-MgFy
[1] http://www.google.com/maps/d/viewer?mid=1ROhMQUHXmVMyeyXJcHT7eSuVLiSnwFQN&ll=43.70402728923885%2C-79.40693935000001&z=12

Top URLs in Tweet in G6:
[1] https://medium.com/the-u-s-digital-service/equity-by-design-20-versions-16-people-8-agencies-2-weeks-1-form-to-prevent-evictions-11334e1a59dc
[1] https://slowbuild.substack.com/p/politicians-and-social-privilege
[1] https://www.nytimes.com/2021/06/01/nyregion/excelsior-pass-vaccine.html
[1] https://www.theatlantic.com/health/archive/2021/05/america-covid-vaccine-honor-system/618891/
[1] https://www.opensecrets.org/news/2021/06/opensecrets-merger-press-release/
[1] https://twitter.com/rickhasen/status/1400142478410338304
[1] https://twitter.com/documentcloud/status/1402012943265501192

Top URLs in Tweet in G7:
[5] https://www.eventbrite.com/e/mit-bbl-dont-build-it-a-practical-civic-tech-guide-tickets-156447533785
[3] https://twitter.com/mitgovlab/status/1400802992081838080
[3] https://twitter.com/OpenGovHub/status/1397885296860086279
[1] https://stackoverflow.blog/2021/06/04/podcast-344-dont-build-it-advice-on-civic-tech-from-mits-gov-lab/
[1] https://univ-toulouse-fr.zoom.us/j/92280341560?pwd=aVNNK0lJcGVZb09OVXo1dlAxR2h6QT09

Top URLs in Tweet in G8:
[3] https://docs.google.com/forms/d/1IO5xzZ2veC5hQ0R7IlHMqHcifgqkD63kCZ7dwf0nspM/edit
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DLh0x54GC1sw%26ab_channel%3DSmarterEveryDay&q=EgS4SO-bGJLaiIYGIhB-sYAN2czW89eXi5J0yXZmMgFy
[2] http://eepurl.com/gim0wr
[2] https://www.bbc.co.uk/news/amp/technology-54718670
[1] https://civictech.guide/causes/
[1] https://www.facebook.com/policerewired
[1] https://twitter.com/thommeread/status/1381553114914897920?s=20
[1] https://discord.gg/rd4YRn2
[1] https://twitter.com/PoliceRewired/status/1356922882459369473
[1] https://www.reddit.com/r/PoliceRewired

Top URLs in Tweet in G9:
[2] https://note.com/shi_sunao/n/n11aabbd5b800
[1] https://www.civictech.jp/supporter.html

Top URLs in Tweet in G10:
[1] https://forum.civictech.se/t/gemensamt-remissvar-kring-nya-eu-regler-for-ai/259
[1] https://foss-north.se/2021/index.html
[1] https://forum.civictech.se/t/fredagsfika-kl-15-varje-vecka-fika-3-pm-every-friday/18/25?u=mattiasjay

Top Domains
Top Domains in Tweet in Entire Graph:
[60] twitter.com
[24] granicus.com
[23] civictech.africa
[17] pheedloop.com
[16] medium.com
[11] youtube.com
[11] arcgis.com
[10] google.com
[10] computronix.com
[9] meetup.com

Top Domains in Tweet in G1:
[24] granicus.com
[17] pheedloop.com
[4] eproval.com
[4] twitter.com
[3] elgl.org

Top Domains in Tweet in G2:
[23] civictech.africa
[7] medium.com
[4] jamlab.africa
[4] apple.com
[3] youtu.be
[3] youtube.com
[3] changefoundation.org
[2] mcgovern.org
[2] abhinemani.com
[1] twitter.com

Top Domains in Tweet in G3:
[5] twitter.com
[4] proudcity.com
[3] govfresh.com
[3] civictech.guide
[2] citizenlab.co
[1] cydharrell.com
[1] democracylab.org
[1] codeforamerica.org
[1] apolitical.co
[1] stateup.co

Top Domains in Tweet in G4:
[9] ne.jp
[4] twitter.com
[4] chiba.jp
[3] youtube.com
[2] peatix.com
[2] taikai.network
[2] make.org
[1] indorelawan.org
[1] democratie.brussels
[1] note.com

Top Domains in Tweet in G5:
[4] govreport.org
[3] twitter.com
[2] google.com
[1] okt.to
[1] theberylinstitute.org
[1] aspeninstitute.org
[1] fwd50.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] medium.com
[1] substack.com
[1] nytimes.com
[1] theatlantic.com
[1] opensecrets.org

Top Domains in Tweet in G7:
[6] twitter.com
[5] eventbrite.com
[1] stackoverflow.blog
[1] zoom.us

Top Domains in Tweet in G8:
[5] google.com
[3] twitter.com
[3] gov.uk
[2] civictech.guide
[2] eepurl.com
[2] co.uk
[1] facebook.com
[1] discord.gg
[1] reddit.com
[1] civictech.chat

Top Domains in Tweet in G9:
[2] note.com
[1] civictech.jp

Top Domains in Tweet in G10:
[2] civictech.se
[1] foss-north.se

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[457] civictech
[76] govtech
[32] localgov
[26] opendata
[22] digitaltransformation
[20] opensource
[20] misaon
[18] policing
[17] civicengagement
[17] tech



Top Hashtags in Tweet in G1:
[48] civictech
[31] govtech
[21] digitaltransformation
[20] misaon
[14] stateandlocalgov
[14] onmuni
[14] cdnmuni
[14] cdntech
[13] civicengagement
[10] govdelivery

Top Hashtags in Tweet in G2:
[50] civictech
[14] tech
[10] innovator
[7] civictechafrica
[6] jamlabmeetup
[6] opendata
[4] journalism
[4] media
[4] initiatives
[4] governance

Top Hashtags in Tweet in G3:
[28] civictech
[10] govtech
[3] localgov
[2] opensource
[1] bikemonth
[1] citizenparticipation
[1] digitalgov
[1] techforgood

Top Hashtags in Tweet in G4:
[45] civictech
[15] dataviz
[8] government
[5] govtech
[2] socialimpact
[2] community
[2] innovation
[2] cid20
[2] opendata
[1] 南山城村

Top Hashtags in Tweet in G5:
[22] civictech
[2] govtech
[2] affordablehousing
[2] opendata
[1] socialimpact
[1] civictechservice
[1] aapi
[1] apahm
[1] aanhpi
[1] publichealth

Top Hashtags in Tweet in G6:
[5] opengov
[4] civictech
[2] opendata
[2] ddj

Top Hashtags in Tweet in G7:
[34] civictech
[15] citizenparticipation
[7] bbl
[1] data
[1] opengov

Top Hashtags in Tweet in G8:
[25] civictech
[18] policing
[17] opensource
[12] oss
[6] community
[5] hackday
[4] library
[3] offline
[2] gunsafety
[2] gunviolence

Top Hashtags in Tweet in G9:
[4] civictech
[3] シビックテック
[1] opendata

Top Hashtags in Tweet in G10:
[1] opensource
[1] opendata
[1] öppnadata
[1] civictech
[1] gbgtech
[1] sthlmtech
[1] ideellt
[1] oppnadata
[1] svpol

Top Words
Top Words in Tweet in Entire Graph:
[453] #civictech
[140] ãƒ
[79] tech
[76] #govtech
[71] civic
[69] join
[68] æ
[60] build
[58] ç
[56] digital

Top Words in Tweet in G1:
[48] #civictech
[31] #govtech
[21] #digitaltransformation
[20] granicus
[20] misaontario
[20] #misaon
[20] 2021
[20] annual
[16] conf
[16] session

Top Words in Tweet in G2:
[50] #civictech
[43] civic
[35] civictechafrica
[35] tech
[29] africa
[22] impact
[22] data
[18] solutions
[14] #tech
[14] add

Top Words in Tweet in G3:
[28] #civictech
[12] citizenlabco
[10] government
[10] #govtech
[10] digital
[9] way
[9] wietsevr
[8] lukefretwell
[8] better
[8] local

Top Words in Tweet in G4:
[44] #civictech
[36] ãƒ
[18] æ
[17] ç
[15] šã
[15] #dataviz
[15] last
[14] 100
[14] bills
[9] ªã

Top Words in Tweet in G5:
[22] #civictech
[12] pifgov
[11] innovation
[10] improve
[9] pif
[8] work
[8] codeforamerica
[8] teams
[7] countless
[7] emails

Top Words in Tweet in G6:
[22] digiphile
[20] form
[19] makes
[19] ton
[19] sense
[19] opensecretsdc
[19] merges
[19] moneyinpolitics
[19] looks
[19] pre

Top Words in Tweet in G7:
[34] #civictech
[32] lukesjordan
[30] build
[24] mitgovlab
[22] opengovhub
[21] grassrootza
[18] app
[15] curious
[15] ups
[15] #citizenparticipation

Top Words in Tweet in G8:
[25] #civictech
[18] #policing
[17] #opensource
[12] #oss
[12] open
[12] software
[12] în
[11] policerewired
[10] billion
[9] policing

Top Words in Tweet in G9:
[25] ãƒ
[17] ç
[12] ÿã
[11] æ
[10] åˆ
[7] ッã
[6] ªã
[6] ϋ
[6] 人ã
[4] #civictech

Top Words in Tweet in G10:
[9] civictechse
[6] many
[5] från
[5] always
[5] fossnorth
[5] interesting
[5] sessions
[5] program
[5] year
[5] featuring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] civic,tech
[52] ãƒ,ãƒ
[51] #govtech,#civictech
[27] ãƒ,ッã
[20] #misaon,2021
[20] 2021,annual
[19] open,data
[19] lukesjordan,grassrootza
[19] makes,ton
[19] ton,sense

Top Word Pairs in Tweet in G1:
[27] #govtech,#civictech
[20] #misaon,2021
[20] 2021,annual
[16] annual,conf
[16] conf,session
[15] #civictech,#digitaltransformation
[14] #onmuni,#cdnmuni
[13] #cdnmuni,#cdntech
[13] misaontario,#civictech
[12] #cdntech,misaontario

Top Word Pairs in Tweet in G2:
[34] civic,tech
[13] impact,open
[13] open,data
[11] tech,africa
[11] data,africa
[10] citizen,engagement
[10] #tech,enthusiast
[10] enthusiast,#innovator
[10] #innovator,someone
[10] someone,planning

Top Word Pairs in Tweet in G3:
[7] building,better
[7] better,way
[7] way,deliver
[7] deliver,digital
[7] digital,services
[7] services,local
[7] local,government
[7] government,always
[7] always,fun
[7] fun,talk

Top Word Pairs in Tweet in G4:
[15] #dataviz,#civictech
[14] last,100
[14] 100,bills
[9] ãƒ,ãƒ
[8] ãƒ,ッã
[8] bills,#government
[7] jetson,nano
[6] bills,one
[6] one,chart
[6] chart,#dataviz

Top Word Pairs in Tweet in G5:
[7] countless,emails
[7] emails,calls
[7] calls,microsoft
[7] microsoft,teams
[7] teams,zoom
[7] zoom,meetings
[7] meetings,later
[7] later,finally
[7] finally,launched
[7] launched,largest

Top Word Pairs in Tweet in G6:
[19] makes,ton
[19] ton,sense
[19] sense,opensecretsdc
[19] opensecretsdc,merges
[19] merges,moneyinpolitics
[19] moneyinpolitics,form
[19] form,looks
[19] pre,eminent
[19] eminent,federal
[18] digiphile,makes

Top Word Pairs in Tweet in G7:
[19] lukesjordan,grassrootza
[15] curious,#civictech
[15] #civictech,ups
[15] ups,#citizenparticipation
[15] #citizenparticipation,build
[15] build,app
[15] app,lukesjordan
[12] grassrootza,mitgovlab
[8] podcast,stackoverflow
[8] stackoverflow,don

Top Word Pairs in Tweet in G8:
[18] #civictech,#policing
[12] #oss,#civictech
[10] #opensource,software
[6] #community,#civictech
[6] public,safety
[5] economic,impact
[5] impact,#opensource
[5] software,43
[5] 43,billion
[5] billion,gdp

Top Word Pairs in Tweet in G9:
[12] ãƒ,ãƒ
[7] ãƒ,ッã
[6] ç,人ã
[4] ªã,ç
[3] äº,ÿã
[3] ÿã,æ
[3] æ,ˆã
[3] ˆã,ªã
[3] ç,åˆ
[3] åˆ,œã

Top Word Pairs in Tweet in G10:
[5] always,fossnorth
[5] fossnorth,many
[5] many,interesting
[5] interesting,sessions
[5] sessions,program
[5] program,year
[5] year,featuring
[5] featuring,speakeras
[5] speakeras,such
[5] such,jan_ainali

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@civictechafrica
@lukesjordan
@mitgovlab
@grassrootza
@digiphile
@misaontario
@opengovhub
@opensecretsdc
@moneyinpolitics
@amyxzh

Top Mentioned in G1:
@misaontario
@granicus
@nvbc
@emilytav
@elgl50
@eproval
@cityofolatheks
@idc
@californiadfpi
@countymiddlesex

Top Mentioned in G2:
@civictechafrica
@richardgevers
@opencitieslabza
@jamlabafrica
@applepodcasts
@msmontsem
@a4ea_research
@lukesjordan
@mitgovlab
@lumalawza

Top Mentioned in G3:
@citizenlabco
@wietsevr
@lukefretwell
@dustinhaisler
@joeknows
@govfresh
@amanda_kass
@democracylab
@cydharrell
@civictechguide

Top Mentioned in G4:
@dx76631888

Top Mentioned in G5:
@pifgov
@codeforamerica
@rdodell
@jasonshueh
@fwd50conf
@govreportorg
@codingitforward
@arian
@ericdlombardi
@mjrichardson_to

Top Mentioned in G6:
@digiphile
@opensecretsdc
@moneyinpolitics
@cfpb
@usds
@danachis
@nancyscola
@foxcahn
@skrmhlz
@muckrock

Top Mentioned in G7:
@lukesjordan
@mitgovlab
@grassrootza
@opengovhub
@stackoverflow
@iobijr
@mit
@participatory
@azomer
@cesifoti

Top Mentioned in G8:
@policerewired
@gdsteam
@smartereveryday
@minbzk
@code4moldova
@civictechguide
@lcptuk
@openuk_uk
@bibryam
@iamandrewluca

Top Mentioned in G9:
@shi_sunao
@giz_gmbh
@osce
@transparencyser
@adamvalcek
@denniksme
@gong_hr
@birn_network
@ueenci
@attoubregnamien

Top Mentioned in G10:
@civictechse
@fossnorth
@jan_ainali
@handlingar
@emiljuslin
@ma
@mainec
@amelsec
@lhawthorn
@landgren

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@bexxmodd
@discovertech3
@netbacker
@ouestfrance
@ghostdansing
@ajenglish
@carolndosi
@denniksme
@arroblue

Top Tweeters in G1:
@chidambara09
@jmspool
@elgl50
@dcfireems
@citykitchener
@nevadadot
@ringcentral
@ottawacity
@rogers
@jontybradley

Top Tweeters in G2:
@smartecocity
@cityofct
@africatechie
@gasantabarder
@ucloudify
@llthingscitizen
@change
@michaelgraaf
@phat_controller
@urbanjodi

Top Tweeters in G3:
@whet
@codeforpdx
@cydharrell
@brenttoderian
@jedpressfate
@govtechnews
@apoliticalco
@vingar
@jarango
@amanda_kass

Top Tweeters in G4:
@takahiro0129
@james3neal
@ppolitics
@kiyose4c
@pomu_poq
@sarahschacht
@indorelawan
@tom2rd
@tdelestre
@last100bills

Top Tweeters in G5:
@thesiliconhill
@mjrichardson_to
@khoney
@codeforamerica
@fluffyfire
@amandarenteria
@dustinbpalmer
@ericdlombardi
@housingnowto
@instituteforedu

Top Tweeters in G6:
@netbacker
@digiphile
@rickhasen
@muckrock
@opensecretsdc
@tjl
@mooredna_2017
@maronaoriak
@danachis
@colinenpraxis

Top Tweeters in G7:
@benpopper
@mit
@oliverescobar
@dcmesagrl
@auwal_online
@unjobs_events
@cesifoti
@opengovhub
@peterbaeck
@participatory

Top Tweeters in G8:
@discovertech3
@pyscalellc
@opensource_orgs
@diez_moldova
@scibot6
@skicrampons
@smartereveryday
@jpagroenen
@gdsteam
@lcptuk

Top Tweeters in G9:
@denniksme
@ssm265ueigiiao0
@opengovpart
@osce
@giz_gmbh
@shi_sunao
@birn_network
@gong_hr
@ovillageci
@kaberu_tairu

Top Tweeters in G10:
@johannaberg
@pernillan
@lhawthorn
@mainec
@jan_ainali
@theaclay
@amelsec
@e8johan
@iogtnto
@landgren