civictech, Twitter, 5/31/2019 12:43:42 AM, 198590


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civictech_2019-05-30_17-06-46.xlsx
civictech_2019-05-30_17-06-46.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 31, 2019
Short Description:
civictech via NodeXL http://bit.ly/2Kdui16
@codeforamerica
@mysociety
@govtechnews
@betanyc
@opensourcepol
@citizenlabco
@code4ca
@kirkdborne
@vivatech
@grandparismgp

Top hashtags:
#civictech
#govtech
#opendata
#cfasummit
#smartcities
#ogpcanada
#innovation

Description:
Description
The graph represents a network of 3,636 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 Friday, 31 May 2019 at 00:10 UTC.

The requested start date was Friday, 31 May 2019 at 00:06 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 35-day, 6-hour, 7-minute period from Thursday, 25 April 2019 at 15:46 UTC to Thursday, 30 May 2019 at 21:53 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 : 3636
Unique Edges : 5889
Edges With Duplicates : 2555
Total Edges : 8444
Self-Loops : 837
Reciprocated Vertex Pair Ratio : 0.068439776384889
Reciprocated Edge Ratio : 0.128111622007293
Connected Components : 253
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 2808
Maximum Edges in a Connected Component : 7305
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.888916
Graph Density : 0.000477193524029157
Modularity : 0.634927
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://beta.nyc/2019/05/13/job-opening-public-interest-technologist-civic-hacker/
[22] https://www.datasciencecentral.com/profiles/blogs/making-maps-to-visualize-census-data
[21] https://www.meetup.com/Triangle-Code-for-America/events/259425259/
[21] https://concours-french-iot.laposte.fr
[20] https://dailyfintech.com/2019/05/21/7-participatory-budgeting-use-cases-civictech-is-global/
[20] https://brasil.io:443/
[19] https://medium.com/civictech/food-for-thought-civic-tech-breakfast-event-smart-city-e8edbbe73202
[18] https://dy.si/bQ9EC
[17] https://ulule.com/palais-bourbon/
[16] https://www.deciderensemble.com/articles/38995-civic-tech-et-grand-debat-la-consecration-de-la-democratie-numerique

Top URLs in Tweet in G1:
[11] https://tictec.mysociety.org/local/2019
[7] https://www.govtech.com/civic/Whats-New-in-Civic-Tech-CfA-Seeks-Executive-Director.html
[5] https://www.mysociety.org/2019/05/10/tictec-local-2019-join-us-in-london/
[5] https://twitter.com/sidewalklabs/status/1128279588159795200
[5] https://www.codeforamerica.org/events/summit/international-design-in-government-day
[5] https://www.meetup.com/Open-Charlotte-Brigade/events/hvprpqyzhblb/
[5] https://luminategroup.com/posts/blog/us-civic-tech-ten-years-in
[4] https://dy.si/KYhh1j2
[4] https://civicopendata.com/posts/this-week-in-civic-tech-open-data-wk10/
[4] https://link.medium.com/WBxWFvF7YW

Top URLs in Tweet in G2:
[20] https://beta.nyc/2019/05/13/job-opening-public-interest-technologist-civic-hacker/
[10] http://www.google.com/maps/d/viewer?mid=1ROhMQUHXmVMyeyXJcHT7eSuVLiSnwFQN&ll=43.70402728923885%2C-79.40693935000001&z=12
[9] https://www.eventbrite.ca/e/code-for-canada-presents-the-global-civic-tech-salon-tickets-61302603738
[7] https://twitter.com/BetaNYC/status/1128037478626209796
[7] https://www.citylab-berlin.org/
[6] http://www.gothamgazette.com/opinion/8483-sim-city-brilliant-civic-technology-interfaces-30-years-ago-build-them
[5] http://civictech.ca/go-open-data-hackaton-2019/
[4] https://codefor.ca/careers/fellowship-program-coordinator-2019/
[3] http://festival.openhubproject.com
[3] https://twitter.com/code4ca/status/1133509327917146112

Top URLs in Tweet in G3:
[20] https://www.datasciencecentral.com/profiles/blogs/making-maps-to-visualize-census-data
[17] https://dy.si/bQ9EC
[16] https://dy.si/uZvLzX
[15] https://www.govtech.com/navigator/numbers/top-10-city-technology-priorities-2019_177.html
[11] https://www.govtech.com/civic/Whats-New-in-Civic-Tech-STiR-Now-Accepting-Applications.html
[10] https://www.govloop.com/the-science-of-where-in-smart-states/
[10] https://dy.si/BtdaC
[10] https://dy.si/FiZWEJ
[8] https://www.govtech.com/civic/Whats-New-in-Civic-Tech-7-What-Works-Cities-Certifications.html
[8] https://www.govtech.com/civic/Whats-New-in-Civic-Tech-Knight-Foundation-Invests-in-Miami.html

Top URLs in Tweet in G4:
[6] https://www.nesta.org.uk/event/new-urban-visions-bringing-digital-social-innovation-city-hall/
[6] https://www.lalibre.be/s/art/5cdc47e1d8ad586a5a14f1f9
[5] http://newurbanvisions.splashthat.com/
[5] https://www.latribune.fr/technos-medias/innovation-et-start-up/civic-tech-l-application-citoyen-veut-devenir-le-wikipedia-des-donnees-816742.html
[3] https://twitter.com/citizenlabco/status/1122861415277133824
[2] https://ctznlb.com/levee-de-fonds
[2] https://bfmbusiness.bfmtv.com/mediaplayer/replay/techco/
[2] https://globaliznow.com/2019/05/23/elections-europeennes-comment-impliquer-les-citoyens/?fbclid=IwAR08mrhRqzN1bXv0GaNo9MairHgjlf2Kg41qPPbrfnRYTBYRy8m2SY7Og3E
[1] https://www.ogpsummit.org/en/summit-program/agenda/
[1] https://digitalsocial.eu/register

Top URLs in Tweet in G5:
[14] https://www.deciderensemble.com/articles/38995-civic-tech-et-grand-debat-la-consecration-de-la-democratie-numerique
[8] http://www.categorizedtweets.com
[5] http://www.qqf.fr/article/les-civic-tech-ou-la-democratie-20
[5] https://www.eu-startups.com/2019/05/govtech-10-european-startups-that-are-making-governments-more-efficient-and-democratic/
[5] http://www.leparisien.fr/politique/les-gilets-citoyens-ecrivent-a-macron-23-01-2019-7994661.php
[4] https://www.wedemain.fr/Europeennes-2019-un-chatbot-pour-lutter-contre-l-abstention-des-jeunes_a4090.html
[3] https://civictech.guide/listing/fluicity/
[3] https://civictechfield.wpengine.com/
[3] https://www.latribune.fr/technos-medias/innovation-et-start-up/civic-tech-l-application-citoyen-veut-devenir-le-wikipedia-des-donnees-816742.html
[2] https://civichall.org/civicist/how-civic-tech-has-evolved-over-the-last-25-years/

Top URLs in Tweet in G6:
[2] https://twitter.com/ltmelle/status/1125442820033196033
[2] https://dc.aiga.org/event/2019-dotgov-design-conference/
[1] https://thehill.com/opinion/technology/444159-congress-should-grow-the-digital-services-budget-which-more-than-pays-for
[1] https://www.newamerica.org/public-interest-technology/events/commons-live/
[1] https://wearecommons.us/?utm_content=buffer86350&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.governmentjobs.com/careers/mapc/jobs/2424687/front-end-web-developer?pagetype=jobOpportunitiesJobs
[1] https://twitter.com/nicksinai/status/1128066886284005376?s=12
[1] https://twitter.com/NickSinai/status/1128066886284005376
[1] https://twitter.com/asprung/status/1129055405957496832?s=12
[1] https://twitter.com/asprung/status/1129055405957496832

Top URLs in Tweet in G7:
[21] https://concours-french-iot.laposte.fr
[6] https://concours-french-iot.laposte.fr/
[6] https://mairesetcitoyens.fr/
[3] https://twitter.com/europe1/status/1127899568052457474
[2] https://vote-et-vous.fr/
[2] https://www.respectmag.com/32298-comment-interesser-les-jeunes-aux-elections-europeennes
[2] https://www.uchange.co/motherbase/
[2] https://twitter.com/TECHINFrance/status/1128702886668587009
[1] http://blog-french-iot.laposte.fr/ces-villes-qui-ont-fait-le-choix-des-plateformes-citoyennes/
[1] http://concours-french-iot.laposte.fr/

Top URLs in Tweet in G8:
[13] https://www.monaviscitoyen.fr/enquete/274
[7] https://www.monaviscitoyen.fr/region/aquitaine-limousin-poitou-charentes
[7] https://www.monaviscitoyen.fr/
[7] https://www.monaviscitoyen.fr/region/provence-alpes-cote-d-azur
[6] http://communities.techstars.com/france/tours/startup-weekend/14559
[3] https://www.monaviscitoyen.fr/region/auvergne-rhone-alpes
[2] https://www.monaviscitoyen.fr/enquete/Institution-region
[2] https://www.latimes.com/business/technology/la-fi-tn-simcity-inspired-urban-planners-20190305-story.html
[2] http://m.leparisien.fr/yvelines-78/poissy-les-habitants-vont-donner-leur-avis-sur-le-demenagement-de-la-prison-09-05-2019-8068836.php
[1] https://www.monaviscitoyen.fr/ville/78300-poissy/donner-mon-avis

Top URLs in Tweet in G9:
[1] https://arxiv.org/abs/1904.04104
[1] https://empreses.barcelonactiva.cat/ca_ES/web/es/impulsem-el-que-fas
[1] https://conference.gebruikercentraal.nl/
[1] https://twitter.com/napo/status/1131932126834778113
[1] https://medium.com/maarten-sukel/how-to-use-machine-learning-for-the-classification-of-citizen-service-requests-b71159a85f36

Top URLs in Tweet in G10:
[4] https://www.cgi.fr/fr-fr/event/vivatech-2019
[3] http://Journaldelavoix.com
[3] https://www.ladepeche.fr/2019/05/23/les-elections-europeennes-sur-les-enceintes-connectees,8216385.php
[1] https://twitter.com/caron_jerome/status/1129328913560350727
[1] https://www.acteurspublics.com/webtv/
[1] https://twitter.com/acteurspublics/status/1129393072901566464
[1] https://blog.bouygues-construction.com/fr/nos-innovations/smiile-rehabilitation-inclusive-smart-city/
[1] https://whova.com/embedded/session/voice_201907/610491/
[1] https://www.journaldelavoix.com/15/05/2019/ecouter-les-programmes-de-france-television-en-audio-description-avec-alexa/
[1] https://urbanvoice.fr/

Top Domains
Top Domains in Tweet in Entire Graph:
[308] twitter.com
[164] medium.com
[109] dy.si
[105] govtech.com
[71] meetup.com
[49] monaviscitoyen.fr
[34] youtube.com
[32] ulule.com
[30] laposte.fr
[27] beta.nyc

Top Domains in Tweet in G1:
[53] twitter.com
[31] medium.com
[23] youtube.com
[20] mysociety.org
[17] meetup.com
[16] govtech.com
[15] computronix.com
[14] okt.to
[10] codeforamerica.org
[5] ow.ly

Top Domains in Tweet in G2:
[52] twitter.com
[21] beta.nyc
[12] eventbrite.ca
[11] google.com
[9] medium.com
[7] gothamgazette.com
[7] citylab-berlin.org
[6] meetup.com
[6] go-opendata.ca
[5] codefor.ca

Top Domains in Tweet in G3:
[101] dy.si
[78] govtech.com
[20] govloop.com
[20] datasciencecentral.com
[13] twitter.com
[5] com.au
[4] t.co
[3] amazon.com
[3] aviationtoday.com
[2] gov.pk

Top Domains in Tweet in G4:
[15] ctznlb.com
[10] twitter.com
[7] lalibre.be
[6] org.uk
[5] splashthat.com
[5] citizenlab.co
[5] latribune.fr
[3] globaliznow.com
[2] digitalsocial.eu
[2] speakup2019.be

Top Domains in Tweet in G5:
[15] deciderensemble.com
[15] civictech.guide
[14] twitter.com
[12] civichall.org
[8] categorizedtweets.com
[7] leparisien.fr
[6] qqf.fr
[5] eu-startups.com
[4] wedemain.fr
[4] flui.city

Top Domains in Tweet in G6:
[13] twitter.com
[4] codeforamerica.org
[2] aiga.org
[1] thehill.com
[1] newamerica.org
[1] wearecommons.us
[1] governmentjobs.com
[1] citylab.com
[1] usajobs.gov

Top Domains in Tweet in G7:
[29] laposte.fr
[8] twitter.com
[6] mairesetcitoyens.fr
[3] vote-et-vous.fr
[2] respectmag.com
[2] uchange.co
[1] concours-french-iot-laposte.fr
[1] audiospot.fr

Top Domains in Tweet in G8:
[48] monaviscitoyen.fr
[6] techstars.com
[3] twitter.com
[3] leparisien.fr
[2] latimes.com
[1] youtube.com
[1] lefigaro.fr
[1] cities-today.com
[1] villes-internet.net
[1] laposte.fr

Top Domains in Tweet in G9:
[1] arxiv.org
[1] barcelonactiva.cat
[1] gebruikercentraal.nl
[1] twitter.com
[1] medium.com

Top Domains in Tweet in G10:
[4] twitter.com
[4] cgi.fr
[4] journaldelavoix.com
[3] ladepeche.fr
[2] acteurspublics.com
[1] bouygues-construction.com
[1] whova.com
[1] urbanvoice.fr
[1] wavestone.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2789] civictech
[456] govtech
[253] opendata
[220] cfasummit
[135] smartcities
[124] ogpcanada
[110] innovation
[107] smartcity
[101] localgov
[92] vivatech



Top Hashtags in Tweet in G1:
[554] civictech
[184] cfasummit
[102] govtech
[63] localgov
[35] tictec
[31] govdesign
[29] gov
[26] ticteclocal
[24] cfabrigade
[23] opendata

Top Hashtags in Tweet in G2:
[377] civictech
[77] ogpcanada
[47] opendata
[35] good19
[35] ogpsummit
[30] opengov
[20] digitaledemokratie
[16] civictechtuesday
[15] rp19
[13] gov

Top Hashtags in Tweet in G3:
[195] civictech
[142] govtech
[75] bigdata
[40] opendata
[37] datascience
[34] ai
[33] machinelearning
[30] digitaltransformation
[29] smartcities
[26] geospatial

Top Hashtags in Tweet in G4:
[133] civictech
[29] dsi
[28] techforgood
[16] govtech
[13] ogpcanada
[12] newurbanvisions
[12] theroadahead
[9] brussels
[8] giletsjaunes
[7] tictec

Top Hashtags in Tweet in G5:
[161] civictech
[25] granddébatnational
[17] govtech
[13] firstpost
[10] participation
[9] numérique
[9] granddébat
[9] vivatech
[9] commons
[8] civicist

Top Hashtags in Tweet in G6:
[46] civictech
[5] cfasummit
[2] dotgovdesign
[2] yow
[1] maternityleave
[1] civicdesign
[1] ux
[1] govtech
[1] userresearch
[1] tourofduty

Top Hashtags in Tweet in G7:
[81] frenchiot
[65] civictech
[50] startups
[45] startup
[24] smartcity
[19] insuretech
[18] govtech
[18] deeptech
[18] proptech
[14] sante

Top Hashtags in Tweet in G8:
[134] civictech
[47] donnetonavis
[41] citoyenécouté
[25] tops3
[14] sport
[13] unioneuropéenne
[13] transports
[13] levote
[11] loisirs
[11] espacesverts

Top Hashtags in Tweet in G9:
[13] civictech
[5] vacature
[3] softwareengineering
[3] icse19
[3] seis
[3] opensource
[1] tech4good
[1] dlt4good
[1] ict4d
[1] tech4dev

Top Hashtags in Tweet in G10:
[56] vivatech
[42] govtech
[34] civictech
[26] voice
[23] smartcities
[17] innovation
[15] edtech
[11] tech
[8] voicefirst
[8] edtechchat

Top Words
Top Words in Tweet in Entire Graph:
[4043] Words in Sentiment List#1: Positive
[658] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[112598] Non-categorized Words
[117299] Total Words
[2780] #civictech
[583] les
[580] civic
[514] à
[456] #govtech

Top Words in Tweet in G1:
[554] #civictech
[184] #cfasummit
[131] codeforamerica
[120] work
[106] join
[102] #govtech
[97] civic
[85] s
[77] government
[74] more

Top Words in Tweet in G2:
[371] #civictech
[103] civic
[98] code4ca
[79] tech
[77] #ogpcanada
[67] join
[66] people
[63] full
[63] open
[61] betanyc

Top Words in Tweet in G3:
[194] #civictech
[142] #govtech
[139] kirkdborne
[87] data
[75] #bigdata
[72] govtechnews
[50] gt
[48] government
[45] city
[43] ht

Top Words in Tweet in G4:
[133] #civictech
[79] citizenlabco
[46] help
[46] dsi4eu
[44] city
[43] citizen
[38] join
[37] governments
[36] open
[35] tackle

Top Words in Tweet in G5:
[161] #civictech
[75] les
[57] à
[50] et
[40] fluicity
[37] dans
[37] une
[36] pour
[33] des
[33] avec

Top Words in Tweet in G6:
[118] work
[101] civic
[101] go
[100] policy
[99] apparently
[99] microsoft
[99] boss
[99] move
[99] instituted
[99] new

Top Words in Tweet in G7:
[94] les
[93] pour
[81] #frenchiot
[75] groupelaposte
[65] #civictech
[60] et
[50] #startups
[50] concours
[50] dans
[45] #startup

Top Words in Tweet in G8:
[205] les
[156] sur
[134] #civictech
[106] semaine
[101] villes
[97] monaviscitoyen
[76] nous
[75] sont
[75] cette
[73] citoyens

Top Words in Tweet in G9:
[92] social
[73] new
[71] francesca_bria
[71] today
[71] launched
[71] digital
[71] innovation
[71] dsi
[71] fund
[71] barcelona

Top Words in Tweet in G10:
[57] sur
[56] #vivatech
[54] acteurspublics
[47] cgi_fr
[46] les
[42] et
[42] #govtech
[41] vivatech
[37] avec
[34] direct

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[239] civic,tech
[190] #govtech,#civictech
[163] #civictech,#govtech
[152] à,à
[131] new,civic
[111] apparently,microsoft
[111] microsoft,boss
[111] boss,move
[111] move,instituted
[111] instituted,new

Top Word Pairs in Tweet in G1:
[47] #civictech,#govtech
[39] #govtech,#civictech
[35] civic,tech
[31] #cfasummit,#civictech
[30] check,out
[23] executive,director
[22] want,learn
[21] international,design
[21] doesn,t
[20] public,service

Top Word Pairs in Tweet in G2:
[51] full,time
[41] public,interest
[34] #civictech,salon
[33] civic,tech
[32] looking,hire
[32] hire,full
[32] time,public
[32] interest,technologist
[32] technologist,civic
[32] civic,hacker

Top Word Pairs in Tweet in G3:
[92] #govtech,#civictech
[43] #civictech,#govtech
[42] ht,kirkdborne
[27] plus,more
[27] more,#civictech
[26] govtechnews,#govtech
[25] top,10
[25] 10,city
[25] city,technology
[25] technology,priorities

Top Word Pairs in Tweet in G4:
[30] help,city
[30] city,governments
[30] governments,tackle
[30] tackle,big
[30] big,challenges
[28] #dsi,#techforgood
[24] very,happy
[24] happy,announce
[23] technologies,help
[23] 25,june

Top Word Pairs in Tweet in G5:
[19] civic,tech
[15] démocratie,numérique
[14] nouvel,article
[14] article,#civictech
[14] #civictech,#granddébatnational
[14] #granddébatnational,consécration
[14] consécration,démocratie
[14] avec,une
[14] une,centaine
[14] centaine,d

Top Word Pairs in Tweet in G6:
[99] apparently,microsoft
[99] microsoft,boss
[99] boss,move
[99] move,instituted
[99] instituted,new
[99] new,civic
[99] civic,leave
[99] leave,policy
[99] policy,allowing
[99] allowing,employees

Top Word Pairs in Tweet in G7:
[63] #frenchiot,groupelaposte
[47] concours,#frenchiot
[37] au,concours
[30] les,#startups
[24] ã,cosystã
[20] vpagnon,#startup
[20] #startup,plus
[20] plus,4
[20] 4,jours
[20] jours,pour

Top Word Pairs in Tweet in G8:
[63] sont,exprimés
[63] cette,semaine
[63] citoyens,sont
[59] villes,les
[59] les,mieux
[57] sur,les
[56] exprimés,sur
[55] semaine,penchons
[55] penchons,nous
[55] nous,sur

Top Word Pairs in Tweet in G9:
[71] today,launched
[71] launched,new
[71] new,digital
[71] digital,social
[71] social,innovation
[71] innovation,dsi
[71] dsi,fund
[71] fund,barcelona
[71] barcelona,support
[71] support,projects

Top Word Pairs in Tweet in G10:
[29] #govtech,lounge
[24] cgi_fr,#vivatech
[24] aux,côtés
[24] côtés,d'
[22] direct,#vivatech
[22] enthusiast,announce
[22] announce,speaking
[22] speaking,voicesummitai
[22] voicesummitai,#voice
[22] #voice,accelerate

Top Replied-To
Top Replied-To in Entire Graph:
@monaviscitoyen
@chrisjamesbond
@ninafuture
@lockhartl
@soapsudtycoon
@capcollectif
@foxvalleyparks
@townofbluffton
@mr_kirikool
@yowcivictech

Top Replied-To in G1:
@chrisjamesbond
@codedotgov
@rebeccarumbul
@pwtaylor
@anniaaleman
@arthursmid
@sidewalklabs
@prof_mirya
@mysociety
@digital_gov

Top Replied-To in G2:
@yowcivictech
@aarts_michelle
@giulio_plans
@mstem
@kaareeenah
@nayafia
@rich1
@jukesie
@niamhwebster
@sugaroverflow

Top Replied-To in G3:
@sbcityvt
@johnshopkins
@dataforgoodyul
@codingdoug
@zencityio

Top Replied-To in G4:
@citizenlabco
@dsi4eu

Top Replied-To in G5:
@capcollectif
@avinash
@how2voteapp
@krues8dr

Top Replied-To in G6:
@amelielamont
@plusjeff

Top Replied-To in G7:
@nicoleferronize
@gouvernementfr
@fadouce

Top Replied-To in G8:
@monaviscitoyen
@villepoissy
@villedebayonne
@comagglo
@villesaran
@maine_et_loire
@villedenancy
@i_love_bourges

Top Mentioned
Top Mentioned in Entire Graph:
@codeforamerica
@code4ca
@microsoft
@emilytav
@kirkdborne
@betanyc
@govtechnews
@citizenlabco
@francesca_bria
@monaviscitoyen

Top Mentioned in G1:
@codeforamerica
@mysociety
@nickkauf
@codeforsanjose
@blumeventures
@pahlkadot
@codeforaus
@sanchitabamnot1
@whatworkscities
@sajithpai

Top Mentioned in G2:
@code4ca
@betanyc
@hubottawa
@yowcivictech
@avwgo
@prototypefund
@codeforall
@civictechto
@arielmai
@housingnowto

Top Mentioned in G3:
@kirkdborne
@govtechnews
@theadamgabriel
@apigee
@programmableweb
@bigmlcom
@mo
@philadelphiagov
@codeforamerica
@boozallen

Top Mentioned in G4:
@citizenlabco
@dsi4eu
@nesta_uk
@paulaforteza
@mysociety
@omerh_
@goto10se
@hackforsweden
@citoyenapp

Top Mentioned in G5:
@opengovfr
@civichall
@fluicity
@obs_ct
@mstem
@civictechguide
@metadecidim
@opensourcepol
@deciderensemble
@mlsif

Top Mentioned in G6:
@microsoft
@emilytav
@tannienguyen
@cmsgov
@julieboughn
@usds
@codeforboston
@hanaschank
@stephtngu
@kavih

Top Mentioned in G7:
@groupelaposte
@vpagnon
@fadouce
@uchange_
@letrombinoscope
@voteetvous
@c_morindesailly
@matthieumorang1
@olivpetit
@bic_montpellier

Top Mentioned in G8:
@monaviscitoyen
@jfnawawi
@regiongrandest
@nvelleaquitaine
@paysdelaloire
@maregionsud
@rcvaldeloire
@craetzsch
@bubaykurt
@swetours

Top Mentioned in G9:
@francesca_bria
@phat_controller
@jpagroenen
@vpalacin
@amsterdatamas
@amsterdamnl
@aknutas
@dsi4eu
@codeforall
@gebrcentraal

Top Mentioned in G10:
@acteurspublics
@cgi_fr
@vivatech
@sdelale
@voicesummitai
@justintrudeau
@navdeepsbains
@hudonisabelle
@quebec_fr

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@gidi_traffic
@gamergeeknews
@edgametec
@ottlegalrebels
@concourstwittos
@chidambara09
@eraser
@villamizaritpro
@moui

Top Tweeters in G1:
@santchiweb
@slackhq
@jennykim
@persistentpengn
@wcroydonvoice
@kimihito_
@socentlive
@smellman
@rtayloruk
@blahssome

Top Tweeters in G2:
@lemondefr
@infrahumano
@jubleew
@cllrainslie
@melodyisdestiny
@opencce
@tweetbenmax
@citylab
@rbb24
@demsoc

Top Tweeters in G3:
@gamergeeknews
@chidambara09
@machinelearn_d
@dominiccampbell
@joseph_santoro
@kirkdborne
@smartecocity
@dme_health
@manifattura40
@machine_ml

Top Tweeters in G4:
@dupouvoirdachat
@forbes
@gadflyquebec
@thecitizen_news
@latribune
@rudycluzel
@soundmigration
@fabiochiusi
@iljaklink
@governing

Top Tweeters in G5:
@le_parisien
@seigla
@cbultel_agence
@letelegramme
@carlamays
@baekdal
@sglassmeyer
@sprzyslp
@tom_wein
@softmodeling

Top Tweeters in G6:
@marxculture
@sparksjls
@maneeshjuneja
@ericjdesigns
@onceupona
@intentionaut
@kwooleyy
@rubencodes
@msalissa_j
@jgarber

Top Tweeters in G7:
@concourstwittos
@nicobaudon
@caring_mobile
@jeandoobs
@freesian946
@janyabadi
@dailydigital
@maximilienia
@seydoutraorelh
@phguermeur

Top Tweeters in G8:
@pomdapi78
@starryqueeer
@franceculture
@rrichard09
@charles_liebert
@var_matin
@fepoussard
@troyes
@tanyalokot
@karlolive

Top Tweeters in G9:
@jmarinpu
@tonapou
@howardlake
@fortuny
@galapita
@anandstweets
@hapeeg
@ruralhuman
@mikenelson
@lisrosello

Top Tweeters in G10:
@ksp_libs
@scalarhumanity
@hrdigitalbe
@taonf
@arnaultchatel
@mgrosheider
@romainbry
@markj_ohnson
@justintrudeau
@skema_bs