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civictech_2019-03-12_17-54-31.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
March 13, 2019
Short Description:
civictech via NodeXL http://bit.ly/2EWy7Dx
@mysociety
@codeforamerica
@mstem
@obs_ct
@govtechnews
@opensourcepol
@betanyc
@citizenlabco
@nycsodata
@oecdgov

Top hashtags:
#civictech
#opendata
#govtech
#opengov
#technology
#opendataday
#tech
#smartcities
#techforgood

Description:
Description
The graph represents a network of 3,608 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 Wednesday, 13 March 2019 at 00:56 UTC.

The requested start date was Wednesday, 13 March 2019 at 00:54 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 31-day, 9-hour, 17-minute period from Saturday, 09 February 2019 at 12:23 UTC to Tuesday, 12 March 2019 at 21:40 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 : 3608
Unique Edges : 5926
Edges With Duplicates : 2506
Total Edges : 8432
Self-Loops : 900
Reciprocated Vertex Pair Ratio : 0.0667235494880546
Reciprocated Edge Ratio : 0.12509998400256
Connected Components : 273
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 2805
Maximum Edges in a Connected Component : 7321
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.971003
Graph Density : 0.000480326809720198
Modularity : 0.637197
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[61] http://e-learning-teleformacion.blogspot.com/2019/02/network-mapping-ecosystem-marc-smith.html
[34] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-Detroiters-Pay-Taxes-Via-Kiosks.html
[30] https://www.maddyness.com/2019/01/07/maddyness-lance-panoramas-startups/
[23] http://www.schoolofdata.nyc
[18] https://www.linkedin.com/pulse/tech-scene-chicago-nominated-communication-reporting-award-adcock/
[16] https://civictechfield.wpengine.com/
[16] https://www.franceculture.fr/emissions/la-methode-scientifique/civic-tech-fakenews-les-algorithmes-amis-ou-ennemis-de-la-democratie
[15] https://civichall.org/civicist/10opportunities-for-impact-measurement-in-civic-tech/
[13] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-What-is-Digital-Distress.html
[13] https://www.linkedin.com/pulse/see-melanie-adcocks-tech-month-chicago-took-place-chi-melanie-adcock/?published=t

Top URLs in Tweet in G1:
[33] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-Detroiters-Pay-Taxes-Via-Kiosks.html
[10] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-CfA-Helps-Erase-8000-Pot-Convictions.html
[9] http://www.govtech.com/civic/Little-Rock-Uses-Community-Data-to-Light-Underserved-Areas.html
[8] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-What-is-Digital-Distress.html
[7] https://www.eventbrite.com/e/nc-open-pass-open-data-day-tickets-55614699062
[7] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-Transparency-Group-Praises-AOC.html
[7] http://www.govtech.com/biz/ProudCity-Launches-One-Click-Pricing-Tool-for-City-Websites.html
[7] http://techpresident.com/news/25363/how-brigade-taking-shape-interview-james-windon
[6] https://www.meetup.com/Triangle-Code-for-America/events/259425187/
[5] https://codeforamerica.co1.qualtrics.com/jfe/form/SV_cwK6Yn0BQTpIc7j

Top URLs in Tweet in G2:
[9] https://tictec.mysociety.org/2019/schedule
[7] https://mairesetcitoyens.fr/
[4] https://www.eventbrite.fr/e/billets-soiree-de-la-civic-tech-et-de-lengagement-citoyen-57977184319
[4] https://twitter.com/Obs_CT/status/1100086650867236869
[4] https://www.mysociety.org/2019/02/11/from-promise-trackers-to-participatory-budgeting-and-everything-in-between-tictec-2019/
[4] http://consocollaborative.com/article/tous-elus-le-mouvement-qui-veut-rendre-a-la-nouvelle-generation-le-gout-de-la-politique/
[4] https://grandeannotation.fr
[3] https://www.deciderensemble.com/billetterie/offre/98911-l-journee-de-la-civic-tech-de-l-engagement-citoyen
[3] https://democratieouverte.org/themes/projet-digitalebox
[3] https://www.lagazettedescommunes.com/606741/comment-les-applications-citoyennes-transforment-lespace-public/

Top URLs in Tweet in G3:
[23] http://www.schoolofdata.nyc
[12] https://civictechfield.wpengine.com/
[7] https://qiqochat.com/e/civictech
[4] https://medium.com/code-for-canada/using-civic-tech-in-the-fight-against-poverty-in-edmonton-a8a7015e5554
[4] https://schoolofdata.nyc/
[4] https://nycsodata.sched.com/
[4] https://civictech.guide/
[4] https://www.pscp.tv/w/bz7VODF4ZUtXWHdlWE96alB8MVlxR29yZGV2bmxLdpJVgnMBkGLkift7ST4s8UhTcOFOcd7Wi9KdYkJzOxtk
[4] http://schoolofdata.nyc
[3] https://twitter.com/codeforamerica/status/1098654867609014272

Top URLs in Tweet in G4:
[5] https://www.linkedin.com/pulse/civic-technologies-karen-castillo/
[3] https://civictechday.jamon.digital/
[2] https://oe.cd/IF2019
[2] https://www.technologiestiftung-berlin.de/fileadmin/daten/Stellenangebote/stellenausschreibung-koordinatorin-citylab.pdf
[1] https://paderta.com/ideen-fuer-das-internet-der-dinge-generieren-mit-tiles-iot-toolkit/
[1] https://www.youtube.com/watch?v=r8bMLcCxxAA&feature=youtu.be

[1] https://www.facebook.com/events/2271488013173020
[1] http://www3.weforum.org/docs/WEF_Civil_Society_in_the_Fourth_Industrial_Revolution_Response_and_Innovation.pdf
[1] https://twitter.com/AminaJMohammed/status/1100854319635664896
[1] https://twitter.com/bondngo/status/1103294424497483777

Top URLs in Tweet in G5:
[18] https://www.linkedin.com/pulse/tech-scene-chicago-nominated-communication-reporting-award-adcock/
[13] https://www.linkedin.com/pulse/see-melanie-adcocks-tech-month-chicago-took-place-chi-melanie-adcock/?published=t
[13] https://medium.com/civictech/improving-participation-in-the-budget-process-14595a0efac4
[12] https://medium.com/civictech/ctin-launches-south-africas-first-civic-tech-database-2fe99f47def4
[12] https://medium.com/civictech/does-tech-help-in-building-networks-and-communities-for-change-59f240cb8f24
[8] https://www.linkedin.com/pulse/tech-month-chicago-starts-break-out-group-chi-hack-night-adcock/
[7] https://www.mixcloud.com/deprecated/
[4] https://medium.com/civictech/can-radical-transparency-increase-trust-between-government-and-citizens-117842cbf09f
[4] https://medium.com/civictech/grant-opportunity-host-a-civic-tech-peer-learning-event-89f8141ce0cf
[3] http://lumpenradio.com/

Top URLs in Tweet in G6:
[17] https://www.maddyness.com/2019/01/07/maddyness-lance-panoramas-startups/
[2] https://fairemtl.ca
[2] https://qiqochat.com/e/civictech/2019
[2] https://www.fordfoundation.org/ideas/equals-change-blog/posts/why-the-privacy-conversation-needs-more-voices/
[2] https://koumu.in/articles/160
[2] https://www.fordfoundation.org/ideas/equals-change-blog/posts/advice-to-my-younger-self-jessica-j-gonzalez/
[1] http://ctdatahaven.org/reports/datahaven-25th-anniversary-report
[1] https://www.facebook.com/100000461248492/posts/2781210941904253/
[1] https://civictech.guide/listing/drone-journalism-lab-operations-manual/
[1] https://www.franceculture.fr/emissions/la-methode-scientifique/la-methode-scientifique-du-mercredi-09-janvier-2019

Top URLs in Tweet in G7:
[3] https://www.noschoolviolence.org/
[2] https://www.fordfoundation.org/campaigns/public-interest-tech/?utm_source=Twitter_&utm_medium=Ford&utm_campaign=PIT_2018
[2] https://twitter.com/MeganSBruce/status/1097270275261923328
[2] https://www.eventbrite.com/e/st-hack-tricks-day-tickets-54897293282
[2] https://results.wa.gov/
[1] https://www.nytimes.com/2019/03/11/technology/universities-public-interest-technology.html
[1] https://twitter.com/bostonglobe/status/1105561969602510850
[1] https://www.fordfoundation.org/ideas/equals-change-blog/posts/can-computers-be-racist-big-data-inequality-and-discrimination/
[1] https://morethancode.cc/2018/05/30/practitioner-profile-yeshimabeit-milner.html
[1] https://medium.com/read-write-participate/apply-to-host-a-mozilla-fellow-d3f82106fcef

Top URLs in Tweet in G8:
[13] https://civichall.org/civicist/10opportunities-for-impact-measurement-in-civic-tech/
[9] https://lydiazv.com/2019/02/10/civictech/
[6] https://link.medium.com/7KpKCHasZU
[4] https://tfsg.code4.ro/ro/
[3] https://www.facebook.com/events/2305787533038684/?ti=ia
[3] https://www.facebook.com/events/2235736370079200/?ti=icl
[2] https://www.facebook.com/events/845704732428656/?ti=ia
[2] https://twitter.com/ecas_europe/status/1103654284284096517
[2] https://twitter.com/codeforall/status/1105224417481760769
[2] https://twitter.com/prototypefund/status/1091251348849549313

Top URLs in Tweet in G9:
[3] https://elpais.com/elpais/2019/02/08/planeta_futuro/1549626739_649819.html
[3] https://twitter.com/wambedmi/status/1099729092876865537
[1] https://elpais.com/elpais/2019/02/05/planeta_futuro/1549386456_443671.html
[1] https://elpais.com/elpais/2019/03/06/planeta_futuro/1551892197_440282.html
[1] https://twitter.com/SenegalVote/status/1101145513473310721
[1] https://www.facebook.com/nhavotogb/
[1] https://twitter.com/cbajo/status/1095976794665160704
[1] https://twitter.com/nha_voto/status/1104682782951960576
[1] https://twitter.com/nha_voto/status/1102687071272165382
[1] https://twitter.com/nha_voto/status/1104165147503804416

Top URLs in Tweet in G10:
[5] https://www.citizenlab.co/blog/civic-tech/civic-tech-reads-of-the-week-2/?utm_source=twitter&utm_medium=smo&utm_campaign=general_blog
[2] https://valuer.ai/blog/top-50-best-startup-cities/#44_Brussels_Belgium
[1] https://www.citizenlab.co/blog/civic-tech/civic-tech-reads-of-the-week-3/?utm_source=twitter&utm_medium=smo&utm_campaign=general_blog
[1] https://www.citizenlab.co/blog/civic-engagement/10-easy-ways-to-be-a-more-engaged-citizen/
[1] https://us11.campaign-archive.com/?e=&u=11c487a4999c8a90a5c836df9&id=4cf7b7c564
[1] https://www.citizenlab.co/ebooks-en/the-beginners-guide-to-digital-participation?utm_source=twitter&utm_medium=smo&utm_campaign=eguide_en
[1] https://youth4climate.be/nl-BE/
[1] https://citizenlab.us11.list-manage.com/subscribe?u=11c487a4999c8a90a5c836df9&id=49e1e8647d
[1] https://www.publicagenda.org/files/PublicAgenda_Rewiring_Democracy_2019.pdf
[1] https://www.citizenlab.co/blog/smart-city-de/6-must-attend-upcoming-smart-city-events-2019-update/?utm_source=twitter&utm_medium=smo&utm_campaign=general_blog

Top Domains
Top Domains in Tweet in Entire Graph:
[288] twitter.com
[165] medium.com
[99] govtech.com
[61] blogspot.com
[48] linkedin.com
[38] meetup.com
[35] schoolofdata.nyc
[30] maddyness.com
[25] civichall.org
[24] eventbrite.com

Top Domains in Tweet in G1:
[84] govtech.com
[57] twitter.com
[28] medium.com
[16] meetup.com
[13] eventbrite.com
[8] codeforamerica.org
[7] youtube.com
[7] techpresident.com
[6] okt.to
[5] qualtrics.com

Top Domains in Tweet in G2:
[33] twitter.com
[23] mysociety.org
[8] medium.com
[7] mairesetcitoyens.fr
[5] flui.city
[4] eventbrite.fr
[4] consocollaborative.com
[4] lagazettedescommunes.com
[4] grandeannotation.fr
[3] rencontres-participation.fr

Top Domains in Tweet in G3:
[35] schoolofdata.nyc
[29] twitter.com
[15] civictech.guide
[12] medium.com
[12] wpengine.com
[8] qiqochat.com
[6] pscp.tv
[5] civichallto.ca
[4] meetup.com
[4] nytimes.com

Top Domains in Tweet in G4:
[8] twitter.com
[6] linkedin.com
[4] civicopendata.com
[3] jamon.digital
[3] oe.cd
[2] technologiestiftung-berlin.de
[1] paderta.com
[1] youtube.com
[1] facebook.com
[1] weforum.org

Top Domains in Tweet in G5:
[54] medium.com
[39] linkedin.com
[14] twitter.com
[7] mixcloud.com
[4] chihacknight.org
[3] lumpenradio.com
[3] instagram.com
[2] wpengine.com
[2] africanow.media
[1] cioitk.com

Top Domains in Tweet in G6:
[21] twitter.com
[17] maddyness.com
[4] facebook.com
[4] lnkd.in
[4] ne.jp
[4] fordfoundation.org
[2] civictech.guide
[2] fairemtl.ca
[2] gettingresults.fr
[2] qiqochat.com

Top Domains in Tweet in G7:
[13] democracylab.org
[7] fordfoundation.org
[6] twitter.com
[3] eventbrite.com
[3] noschoolviolence.org
[2] newamerica.org
[2] wa.gov
[1] nytimes.com
[1] morethancode.cc
[1] medium.com

Top Domains in Tweet in G8:
[16] twitter.com
[13] medium.com
[13] civichall.org
[9] lydiazv.com
[8] facebook.com
[7] code4.ro
[2] fastcompany.com
[1] paperswithcode.com
[1] google.com
[1] okfn.de

Top Domains in Tweet in G9:
[9] twitter.com
[5] elpais.com
[3] facebook.com
[2] senegalvote.org
[1] dw.com
[1] lepoint.fr
[1] africtivistes.org

Top Domains in Tweet in G10:
[11] citizenlab.co
[2] valuer.ai
[2] publicagenda.org
[1] campaign-archive.com
[1] youth4climate.be
[1] list-manage.com
[1] com.au
[1] medium.com
[1] ecas.org
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2901] civictech
[449] opendata
[349] govtech
[119] opengov
[116] technology
[110] opendataday
[83] tech
[77] smartcities
[71] techforgood
[69] democracy



Top Hashtags in Tweet in G1:
[482] civictech
[112] govtech
[94] opendata
[50] opendataday
[45] localgov
[32] fresno
[28] seeclickfix
[23] opengov
[21] cfabrigade
[17] technology

Top Hashtags in Tweet in G2:
[351] civictech
[46] decidim
[31] tictec2019
[28] citoyen
[28] granddebatnational
[22] opendata
[22] concertation
[20] tictec
[18] granddebat
[18] initiativescitoyennes

Top Hashtags in Tweet in G3:
[311] civictech
[178] opendata
[56] design
[47] nycsodata
[46] govtech
[15] opendataday
[14] opengov
[13] civictechtuesday
[12] smartcities
[12] codeacross

Top Hashtags in Tweet in G4:
[155] civictech
[38] opendata
[25] berlin
[24] citylab
[20] ai
[20] oecdintegity
[18] integrity
[15] crowdfunding
[14] lorawan
[13] moers

Top Hashtags in Tweet in G5:
[122] civictech
[63] chicagotech
[55] technews
[47] diversityintech
[39] chicago
[36] technology
[13] socialgood
[12] womenintech
[12] opendata
[11] citizenfeedback

Top Hashtags in Tweet in G6:
[105] civictech
[18] edtech
[18] greentech
[17] mobilité
[17] foodtech
[11] govtech
[11] opendata
[9] sunu2012
[9] sunudebat
[6] publicinteresttech

Top Hashtags in Tweet in G7:
[43] civictech
[25] publicinteresttech
[20] seattle
[17] techforgood
[12] privacy
[11] morethancode
[4] govtech
[4] ai
[3] opengov
[2] bigtech

Top Hashtags in Tweet in G8:
[116] civictech
[43] code4romania
[23] hackday
[19] hacking
[16] opengov
[15] spotted
[14] now
[13] opendata
[12] publicinteresttech
[11] dobiggood

Top Hashtags in Tweet in G9:
[43] senegalvote
[37] civictech
[30] senegal
[28] sunu2019
[16] tic
[14] guineabissau
[10] sunu2012
[9] kebetu
[8] nhavoto
[3] guinea_bissau

Top Hashtags in Tweet in G10:
[61] civictech
[8] brussels
[8] smartcities
[7] smartcity
[5] govtech
[4] sundayread
[3] youthforclimate
[3] civicinnovation
[2] longread
[2] demopart

Top Words
Top Words in Tweet in Entire Graph:
[3338] Words in Sentiment List#1: Positive
[792] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[110987] Non-categorized Words
[115125] Total Words
[2973] civictech
[644] tech
[560] civic
[509] et
[508] data

Top Words in Tweet in G1:
[486] civictech
[127] more
[117] data
[114] codeforamerica
[113] govtech
[107] s
[94] opendata
[83] civic
[73] govtechnews
[71] out

Top Words in Tweet in G2:
[355] civictech
[266] et
[244] les
[195] à
[168] pour
[139] des
[135] 18
[128] vous
[126] mars
[117] citoyen

Top Words in Tweet in G3:
[314] civictech
[254] nycsodata
[181] opendata
[168] betanyc
[159] conference
[148] open
[142] data
[130] nyc
[111] join
[99] civic

Top Words in Tweet in G4:
[155] civictech
[131] oecd
[57] citizens
[49] government
[48] digital
[42] data
[38] opendata
[38] services
[37] used
[37] citylab

Top Words in Tweet in G5:
[127] civictech
[127] chicago
[70] tech
[64] technology
[63] chicagotech
[58] techscenechi
[58] melanie_adcock
[55] technews
[48] day
[47] diversityintech

Top Words in Tweet in G6:
[114] civictech
[37] au
[30] et
[28] vous
[26] des
[25] les
[21] dans
[20] pour
[19] greentech
[18] ces

Top Words in Tweet in G7:
[44] civictech
[29] fordfoundation
[25] publicinteresttech
[24] tech
[22] st
[22] day
[21] technology
[21] 3
[20] hack
[20] 16

Top Words in Tweet in G8:
[116] civictech
[92] code4romania
[27] hacking
[26] hackday
[22] t
[22] now
[21] code
[21] hack
[21] tech
[21] new

Top Words in Tweet in G9:
[80] senegalvote
[45] cbajo
[42] civictech
[39] senegal
[37] vous
[32] et
[30] elecciones
[29] sunu2019
[26] avec
[24] tic

Top Words in Tweet in G10:
[61] civictech
[39] citizenlabco
[23] list
[18] week
[17] citizen
[15] citizenlab
[15] here's
[14] best
[12] here
[12] involve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[330] civic,tech
[200] open,data
[155] govtech,civictech
[133] civictech,govtech
[114] data,day
[111] civictech,opendata
[109] au,grand
[107] des,startups
[107] startups,françaises
[107] françaises,dans

Top Word Pairs in Tweet in G1:
[63] civictech,govtech
[61] plus,more
[59] more,civictech
[47] open,data
[34] civictech,opendata
[31] civic,tech
[30] check,out
[27] data,day
[27] february,28th
[27] 28th,6pm

Top Word Pairs in Tweet in G2:
[85] 18,mars
[79] l'engagement,citoyen
[71] journée,civictech
[41] civictech,et
[40] civic,tech
[40] civictech,l'engagement
[39] excellent,article
[39] les,acteurs
[39] et,l'engagement
[38] 18,03

Top Word Pairs in Tweet in G3:
[98] open,data
[86] nycsodata,conference
[71] betanyc,nycanalytics
[64] civic,tech
[62] w,betanyc
[58] data,day
[49] civictech,opendata
[47] conference,w
[47] opendata,week
[41] nyc,opendata

Top Word Pairs in Tweet in G4:
[61] oecd,civictech
[25] 46,people
[25] people,oecd
[25] oecd,countries
[25] countries,report
[25] report,having
[25] having,used
[25] used,e
[25] e,government
[25] government,services

Top Word Pairs in Tweet in G5:
[44] thomas,day
[44] day,thomaslday
[44] maya,bird
[44] bird,murphy
[38] thomaslday,invent2026
[33] civictech,chicago
[33] hosted,melanie_adcock
[31] invent2026,maya
[31] murphy,founder
[28] tech,scene

Top Word Pairs in Tweet in G6:
[18] election,presidentielle
[18] au,grand
[17] recensement,des
[17] des,startups
[17] startups,françaises
[17] françaises,dans
[17] secteurs,civictech
[17] civictech,mobilité
[17] edtech,foodtech
[17] foodtech,et

Top Word Pairs in Tweet in G7:
[20] st,hack
[20] 3,16
[16] https,t
[16] t,co
[14] hack,trick
[14] codefellows,3
[13] day,codefellows
[12] civictech,seattle
[11] trick,s
[11] s,day

Top Word Pairs in Tweet in G8:
[21] code4romania,civictech
[15] hack,day
[15] day,2
[13] don,t
[12] hacking,hackday
[10] dobiggood,socialimpact
[10] civic,tech
[9] data,portal
[9] socialimpact,civictech
[9] started,something

Top Word Pairs in Tweet in G9:
[17] avec,senegalvote
[16] senegalvote,sunu2019
[16] civil,society
[16] society,observers
[16] observers,headquarters
[16] headquarters,very
[16] very,amazing
[16] amazing,big
[16] big,shoutout
[16] shoutout,senegalvote

Top Word Pairs in Tweet in G10:
[11] smart,cities
[10] civictech,reading
[10] reading,list
[8] best,places
[8] places,world
[8] world,innovate
[8] innovate,according
[8] according,valuerai
[8] valuerai,brussels
[8] brussels,list

Top Replied-To
Top Replied-To in Entire Graph:
@deltek
@monaviscitoyen
@lukefretwell
@mysociety
@mhellstern
@nycsodata
@civictechchat
@sofatim
@leigh_tami18
@smarimc

Top Replied-To in G1:
@lukefretwell
@leigh_tami18
@cityofdurhamnc
@christhedba
@rao4morrisville
@citysiouxfalls
@forestpreserve
@a2gov
@cityofabilene
@kachler

Top Replied-To in G2:
@axellelemaire
@rachelknaebel
@mysociety
@codeforfr

Top Replied-To in G3:
@nycsodata
@crissantamarina
@lucysblock
@hackforla
@mhellstern
@cdnclubto
@verge
@hexagraeme
@dgolumbia
@johnpaulfarmer

Top Replied-To in G4:
@mysociety

Top Replied-To in G5:
@tcrawford
@mattcutts
@civictechchat
@talktosema

Top Replied-To in G7:
@smarimc

Top Replied-To in G8:
@ekeneijeoma

Top Replied-To in G9:
@sofatim
@assadikh

Top Replied-To in G10:
@citizenlabco

Top Mentioned
Top Mentioned in Entire Graph:
@nycsodata
@betanyc
@codeforamerica
@obs_ct
@oecd
@nycanalytics
@opensourcepol
@govtechnews
@monaviscitoyen
@bymaddyness

Top Mentioned in G1:
@codeforamerica
@govtechnews
@code4fresno
@innovfellows
@luminategroup
@ncopenpass
@zontoyan
@civictechchat
@seeclickfix
@digiphile

Top Mentioned in G2:
@obs_ct
@opensourcepol
@deciderensemble
@rencontrespart
@fluicity
@liberte_ll
@bastamag
@mysociety
@rachelknaebel
@virgiledeville

Top Mentioned in G3:
@nycsodata
@betanyc
@nycanalytics
@code4ca
@galvanize
@sugaroverflow
@galeabrewer
@civictechguide
@noneck
@mstem

Top Mentioned in G4:
@oecd
@bnjmnsbl
@paderta
@oecdgov
@tsbberlin
@seb_meier
@mysociety
@caspararmster
@derarndt
@opendatamoers

Top Mentioned in G5:
@melanie_adcock
@techscenechi
@chihacknight
@invent2026
@thomaslday
@chimobilemakers
@lumpenradio
@talktosema
@techmonth
@kccaug

Top Mentioned in G6:
@ctdata
@leccf
@openyourfr
@archipeltm

Top Mentioned in G7:
@fordfoundation
@democracylab
@codefellows
@harvard
@latanyasweeney
@mit_ipri
@djweitzner
@here
@noschoolviolen1

Top Mentioned in G8:
@code4romania
@codeforall
@codeforpakistan
@sarahschacht
@lydia_zv
@catileptic
@prototypefund
@codeforamerica
@codeforaus
@code4ca

Top Mentioned in G9:
@cbajo
@senegalvote
@nattyseydi
@mouhammadciss
@goreeinstitute
@africtivistes
@nha_voto
@mashanubian
@lettegubert
@c_moustaph

Top Mentioned in G10:
@citizenlabco
@wietsevr
@valuerai
@citizenlabfr
@lesoir
@halles_civiques
@citize
@publicagenda
@antaraavasudev
@civis_vote

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@resilient_ent
@_redfrog
@gamergeeknews
@ottlegalrebels
@eraser
@chidambara09
@billnigh
@jmlpyt
@guardian

Top Tweeters in G1:
@lanacion
@buell003
@dwatchnews
@burritojustice
@ap
@reporterphoenix
@necn
@overlordtha
@librariesval
@digiphile

Top Tweeters in G2:
@_redfrog
@jmlpyt
@le_figaro
@guenotmichel
@costeslioneler
@europe1
@le_parisien
@euwatchers
@dupouvoirdachat
@ladh

Top Tweeters in G3:
@ottlegalrebels
@chidambara09
@kmontenegro
@parvez1
@jamestown502
@verge
@michelleking66
@jubleew
@cllrainslie
@susansternberg

Top Tweeters in G4:
@calcaware
@aibexint
@connectikpeople
@ciangaia
@ibruco
@big_data_flow
@google
@a_schillhaneck
@lukaszkort
@willperrin

Top Tweeters in G5:
@tiyanitee
@tmsruge
@thejqs
@tcrawford
@openscience
@kccaug
@chicagoedgeblog
@womentechbot
@mattcutts
@moniquewingard

Top Tweeters in G6:
@infopronetwork
@diabeticcyborgg
@zahraaa_dia
@fovsman
@ch_noreyni
@dxtr01
@wallabokk
@diopadou
@matt_mollinedo
@dronenewsfeed

Top Tweeters in G7:
@glynmoody
@smartbrain
@imthebanjoboy
@sunil_abraham
@amyalex63
@xor
@cdwgwagov
@mishichoudhary
@bact
@nnenna

Top Tweeters in G8:
@mcclure111
@socialgoodstuff
@socialchangeaus
@citylab
@siddiqi88
@redlibrarian
@nextgov
@melissaterras
@janeschmidt
@ns_ahmed

Top Tweeters in G9:
@cuquisade
@a_yems
@mashanubian
@gadiooumoul
@c_moustaph
@ma_loj
@nattyseydi
@ass_mvlick
@safietouu
@wettanaam

Top Tweeters in G10:
@jornalistavitor
@billnigh
@ggodlove77
@designthinkbot
@lesoir
@cnnbusiness
@bill_flood
@lightifyco1
@james3neal
@ralflippold