#TICTeC, Twitter, 3/20/2019 9:05:03 PM, 191089


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#TICTeC_2019-03-20_13-51-52.xlsx
#TICTeC_2019-03-20_13-51-52.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 20, 2019
Short Description:
#TICTeC via NodeXL http://bit.ly/2U6vg4J
@mysociety
@mstem
@elaragon
@_cmfg
@morchickit
@jimoncities
@luminategroup
@oecd
@integrilicious
@meandvan

Top hashtags:
#tictec
#civictech
#opendata
#tech
#oecdintegrity
#participatorybudgeting
#civicempowerment
#decidim
#pb

Description:
Description
The graph represents a network of 680 Twitter users whose recent tweets contained "#TICTeC", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 20 March 2019 at 20:54 UTC.

The tweets in the network were tweeted over the 9-day, 8-hour, 0-minute period from Monday, 11 March 2019 at 12:49 UTC to Wednesday, 20 March 2019 at 20:50 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 : 680
Unique Edges : 1899
Edges With Duplicates : 1287
Total Edges : 3186
Self-Loops : 289
Reciprocated Vertex Pair Ratio : 0.100049529470035
Reciprocated Edge Ratio : 0.181900045024764
Connected Components : 25
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 640
Maximum Edges in a Connected Component : 3143
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.160608
Graph Density : 0.00481027462531404
Modularity : 0.379151
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[40] https://tictec.mysociety.org/2019/schedule
[13] https://luminategroup.com/posts/blog/from-civic-tech-to-civic-empowerment-luminates-strategic-shift
[11] https://twitter.com/_cmfg/status/1107929348999393280
[10] https://www.youtube.com/watch?v=IOhKAA408uA

[8] https://decidim.org/features/
[6] https://www.youtube.com/watch?v=IdbDy01dWjA

[6] https://civictech.guide/timeline/
[6] https://tictec.mysociety.org/2019/presentation/holds-government-back
[5] https://twitter.com/mySociety/status/1105756672432181248
[4] https://twitter.com/ClaireDavanne/status/1107948011005665280

Top URLs in Tweet in G1:
[35] https://tictec.mysociety.org/2019/schedule
[8] https://twitter.com/_cmfg/status/1107929348999393280
[6] https://www.youtube.com/watch?v=IOhKAA408uA

[5] https://www.youtube.com/watch?v=IdbDy01dWjA

[4] https://www.youtube.com/c/mysociety/live
[4] https://tictec.mysociety.org/2019
[4] https://twitter.com/mySociety/status/1105756672432181248
[3] https://tictec.mysociety.org/2019/presentation/citizen-monitoring-nepal
[3] https://twitter.com/ClaireDavanne/status/1107948011005665280
[3] https://tictec.mysociety.org/2019/presentation/holds-government-back

Top URLs in Tweet in G2:
[9] https://luminategroup.com/posts/blog/from-civic-tech-to-civic-empowerment-luminates-strategic-shift
[4] https://civictech.guide/timeline/
[2] https://twitter.com/erhardt/status/1108294305184129024
[2] https://tictec.mysociety.org/2019/schedule
[1] https://www.nossas.org/
[1] https://tictec.mysociety.org/2019/presentation/metrics-social-impacts
[1] https://www.stateofopendata.od4d.net/
[1] https://twitter.com/markcridge/status/1106520919051304967
[1] https://startupinresidence.org/
[1] https://tictec.mysociety.org/2019/presentation/future-civic-tech

Top URLs in Tweet in G3:
[4] https://twitter.com/puntofisso/status/1108038468549132288
[3] https://www.youtube.com/watch?v=IOhKAA408uA

[1] https://twitter.com/OpenGovFr/status/1108044577724948480
[1] https://luminategroup.com/posts/blog/from-civic-tech-to-civic-empowerment-luminates-strategic-shift
[1] https://twitter.com/demsocMCR/status/1107967994649608192
[1] https://www.youtube.com/watch?v=IdbDy01dWjA

[1] https://twitter.com/puntofisso/status/1108045899102646272
[1] https://twitter.com/Morchickit/status/1108329387827572736
[1] https://twitter.com/flngn/status/1108359025710780416
[1] https://twitter.com/NaDomagala/status/1108322925302767616

Top URLs in Tweet in G4:
[8] https://decidim.org/features/
[4] https://twitter.com/metadecidim/status/1107933515415515136
[3] https://twitter.com/_cmfg/status/1107929348999393280
[2] https://twitter.com/BCN_digital/status/1105393542397087744
[2] https://tictec.mysociety.org/2019/presentation/facebook-2019
[2] https://twitter.com/flngn/status/1108359025710780416
[2] https://twitter.com/mySociety/status/1105192986537836544
[1] https://twitter.com/VirgileDeville/status/1108286305459412992
[1] https://twitter.com/flngn/status/1108369767788888064
[1] https://www.lemonde.fr/festival/article/2016/08/17/la-democratie-autrement-6-6-la-civic-tech_4984061_4415198.html

Top URLs in Tweet in G5:
[3] https://twitter.com/mySociety/status/1107567588412977153
[3] https://govex.jhu.edu/wiki/making-smart-cities-even-smarter/
[2] https://docs.google.com/presentation/d/1HC7w-Vb_KWmfEEexj9cyvryVg5Tef0op3CrLHO8UyWM/edit#slide=id.p1
[1] https://medium.com/@BloombergCities/the-future-of-city-innovation-99a0950a76c3
[1] https://twitter.com/mstem/status/1108328707809267712
[1] https://twitter.com/shevski/status/1107948147475693569
[1] https://tictec.mysociety.org/2019/presentation/open-data-berlin
[1] https://twitter.com/Integrilicious/status/1108359503219748864
[1] https://civictech.guide/
[1] https://twitter.com/gov_ex/status/1107690309054615553

Top URLs in Tweet in G6:
[2] https://www.eventbrite.fr/e/billets-soiree-de-la-civic-tech-et-de-lengagement-citoyen-57977184319
[1] https://twitter.com/pacacng/status/1108081487117762560
[1] https://www.thestranger.com/slog/2019/02/12/38844520/since-facebook-banned-political-ads-in-washington-state-its-sold-a-bunch-of-them
[1] https://twitter.com/dadifoundation/status/1108312686406914049

Top URLs in Tweet in G7:
[1] https://twitter.com/K_Izdebski/status/1108278971299442689

Top URLs in Tweet in G8:
[1] https://twitter.com/mySociety/status/1105092336978141187
[1] https://discourse.codeforamerica.org/
[1] https://www.youtube.com/results?search_query=TicTEC

Top URLs in Tweet in G9:
[2] https://twitter.com/mySociety/status/1105449691263782913
[1] https://www.developmentcheck.org
[1] https://decidim.org/
[1] https://twitter.com/mySociety/status/1104776468280823809
[1] https://fullfact.org/automated/

Top URLs in Tweet in G10:
[1] https://twitter.com/opengovpart/status/1106495314263982080
[1] https://twitter.com/mySociety/status/1103264309008887809
[1] https://fcw.com/articles/2018/08/29/howard-open-gov-under-trump.aspx?m=1
[1] https://e-pluribusunum.org/2019/02/26/open-government-partnership-irm-finds-backsliding-in-the-usa/
[1] https://twitter.com/opengovpart/status/1107627857868656640
[1] https://luminategroup.com/posts/blog/from-civic-tech-to-civic-empowerment-luminates-strategic-shift
[1] https://twitter.com/morchickit/status/1108370049683939329

Top Domains
Top Domains in Tweet in Entire Graph:
[125] twitter.com
[93] mysociety.org
[35] youtube.com
[15] luminategroup.com
[9] decidim.org
[9] civictech.guide
[5] medium.com
[4] diginomica.com
[4] google.com
[3] nossas.org

Top Domains in Tweet in G1:
[76] mysociety.org
[40] twitter.com
[23] youtube.com
[4] diginomica.com
[3] luminategroup.com
[2] g0v.tw
[2] civictech.guide
[2] medium.com
[2] parlement-ouvert.fr
[1] github.com

Top Domains in Tweet in G2:
[11] twitter.com
[9] luminategroup.com
[5] civictech.guide
[4] mysociety.org
[1] nossas.org
[1] od4d.net
[1] startupinresidence.org
[1] youtube.com
[1] bloomberg.org
[1] wikipedia.org

Top Domains in Tweet in G3:
[24] twitter.com
[4] youtube.com
[3] mysociety.org
[1] luminategroup.com
[1] civichall.org
[1] sched.com
[1] oecd.org
[1] theyworkforyou.com
[1] google.com
[1] medium.com

Top Domains in Tweet in G4:
[23] twitter.com
[8] decidim.org
[4] mysociety.org
[2] internethealthreport.org
[2] okfn.org
[2] youtube.com
[1] lemonde.fr
[1] oxfamblogs.org
[1] medium.com
[1] nossas.org

Top Domains in Tweet in G5:
[10] twitter.com
[3] jhu.edu
[2] google.com
[1] medium.com
[1] mysociety.org
[1] civictech.guide

Top Domains in Tweet in G6:
[2] twitter.com
[2] eventbrite.fr
[1] thestranger.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] codeforamerica.org
[1] youtube.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] developmentcheck.org
[1] decidim.org
[1] fullfact.org

Top Domains in Tweet in G10:
[4] twitter.com
[1] fcw.com
[1] e-pluribusunum.org
[1] luminategroup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1309] tictec
[388] civictech
[47] opendata
[27] tech
[25] oecdintegrity
[21] participatorybudgeting
[19] civicempowerment
[17] decidim
[16] pb
[16] technopolitics



Top Hashtags in Tweet in G1:
[483] tictec
[156] civictech
[12] tech
[12] participatorybudgeting
[11] oecd
[7] feedback
[6] metoo
[6] govtechcatalyst
[6] pb
[5] oecdintegrity

Top Hashtags in Tweet in G2:
[177] tictec
[73] civictech
[14] civicempowerment
[5] latam
[3] cfa
[2] panellife
[2] activism
[1] opendata
[1] govtech
[1] internethealth

Top Hashtags in Tweet in G3:
[197] tictec
[33] opendata
[29] civictech
[12] gender
[6] activism
[6] oecdog
[5] oecdintegrity
[3] nonmurder
[3] citizenassemblies
[3] governance

Top Hashtags in Tweet in G4:
[214] tictec
[67] civictech
[15] technopolitics
[14] decidim
[10] pb
[6] internethealth
[4] decidem
[3] demopart
[3] participatorybudgeting
[3] opendata

Top Hashtags in Tweet in G5:
[60] tictec
[8] civictech
[5] smartcities
[3] opendata
[2] prototyping
[2] oecdintegrity
[1] oscar
[1] zensurheberrecht
[1] ttmdf
[1] globalsolutions

Top Hashtags in Tweet in G6:
[69] tictec
[32] civictech
[13] tech
[11] internet
[9] oecdintegrity
[2] opennass
[2] metoo
[1] feminism
[1] openparliament
[1] openlegislative

Top Hashtags in Tweet in G7:
[18] tictec
[7] civictech
[4] government

Top Hashtags in Tweet in G8:
[19] tictec
[5] participatorybudgeting
[3] participatorybugeting
[3] opensource
[3] civictech
[2] misinformation
[1] underrepresented
[1] france

Top Hashtags in Tweet in G9:
[14] tictec
[1] aidtransparency
[1] civictech

Top Hashtags in Tweet in G10:
[11] tictec
[6] civictech
[5] opengovweek
[2] oecdintegrity
[2] opengov

Top Words
Top Words in Tweet in Entire Graph:
[1572] Words in Sentiment List#1: Positive
[558] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[40303] Non-categorized Words
[42433] Total Words
[1341] tictec
[391] civictech
[324] tech
[273] civic
[235] s

Top Words in Tweet in G1:
[507] tictec
[157] civictech
[105] mysociety
[89] tech
[83] oecd
[80] civic
[78] more
[75] paris
[65] s
[59] conference

Top Words in Tweet in G2:
[177] tictec
[75] tech
[73] civictech
[59] mstem
[51] civic
[34] projects
[34] luminategroup
[33] years
[32] erhardt
[31] mlsif

Top Words in Tweet in G3:
[197] tictec
[56] tech
[46] morchickit
[43] civic
[39] timdavies
[38] more
[36] stateofopendata
[33] opendata
[32] great
[30] open

Top Words in Tweet in G4:
[216] tictec
[100] s
[71] elaragon
[67] civictech
[61] open
[53] source
[51] tech
[45] metadecidim
[40] civic
[35] virgiledeville

Top Words in Tweet in G5:
[61] tictec
[20] jimoncities
[18] tech
[14] civic
[13] mysociety
[10] civictech
[10] gov_ex
[9] luminaries
[9] asked
[9] pahlkadot

Top Words in Tweet in G6:
[72] tictec
[32] civictech
[24] civic
[22] tech
[21] s
[20] odeh_juniorodeh
[16] integrilicious
[16] re
[15] accountlab
[12] nigeria

Top Words in Tweet in G7:
[18] tictec
[15] k_izdebski
[10] nie
[10] collaboration
[9] jestem
[9] na
[9] konferencji
[9] pojawiła
[9] się
[9] tam

Top Words in Tweet in G8:
[19] tictec
[13] s
[9] panthealee
[9] mysociety
[6] dadifoundation
[6] transparent
[6] next
[6] work
[5] democratic
[5] participatorybudgeting

Top Words in Tweet in G9:
[14] tictec
[5] real
[5] time
[5] thanks
[5] _cmfg
[5] open
[4] monitor
[4] projects
[4] implementation
[4] data

Top Words in Tweet in G10:
[11] opengovpart
[11] tictec
[10] helen_turek
[8] week
[8] gt
[7] next
[6] civictech
[6] talk
[6] civic
[5] scaling

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[189] civic,tech
[79] open,source
[71] alessandra,orofino
[51] source,s
[48] tictec,conference
[44] mysociety,tictec
[44] s,transparent
[44] transparent,s
[35] s,open
[33] tictec,schedule

Top Word Pairs in Tweet in G1:
[51] civic,tech
[30] alessandra,orofino
[28] full,tictec
[28] tictec,schedule
[27] see,full
[22] tictec,conference
[20] mysociety,tictec
[19] open,source
[18] tictec,see
[17] paris,oecd

Top Word Pairs in Tweet in G2:
[37] civic,tech
[21] alessandra,orofino
[15] check,out
[15] mlsif,mstem
[15] project,launches
[15] 25,years
[14] out,new
[14] new,civictechguide
[14] civictechguide,website
[14] website,timeline

Top Word Pairs in Tweet in G3:
[35] civic,tech
[21] state,opendata
[13] timdavies,morchickit
[13] timdavies,tictec
[12] open,data
[10] morchickit,timdavies
[10] looking,forward
[10] want,taste
[10] taste,state
[10] opendata,here

Top Word Pairs in Tweet in G4:
[53] open,source
[39] source,s
[28] s,open
[27] civic,tech
[26] s,transparent
[26] transparent,s
[20] fellow,elaragon
[16] elaragon,dtic_upf
[16] dtic_upf,eurecat_news
[15] s,civictech

Top Word Pairs in Tweet in G5:
[10] civic,tech
[9] luminaries,asked
[9] asked,pahlkadot
[9] pahlkadot,geoffmulgan
[9] geoffmulgan,bethnoveck
[9] bethnoveck,maimunah
[9] maimunah,slaughteram
[9] slaughteram,stevebenjaminsc
[8] jimoncities,luminaries
[8] stevebenjaminsc,richard_flor

Top Word Pairs in Tweet in G6:
[19] civic,tech
[13] odeh_juniorodeh,accountlab
[11] accountlab,discusses
[11] discusses,barriers
[11] barriers,civic
[11] tech,usage
[11] usage,nigeria
[11] nigeria,lack
[11] lack,access
[11] access,internet

Top Word Pairs in Tweet in G7:
[9] jestem,na
[9] na,konferencji
[9] konferencji,tictec
[9] tictec,pojawiła
[9] pojawiła,się
[9] się,tam
[9] tam,może
[9] może,nie
[9] nie,super
[9] super,odkrywcza

Top Word Pairs in Tweet in G8:
[6] s,transparent
[6] transparent,s
[5] very,excited
[5] excited,hang
[5] hang,learn
[5] learn,brilliant
[5] brilliant,tictec
[5] tictec,community
[5] community,next
[5] next,week

Top Word Pairs in Tweet in G9:
[5] real,time
[4] thanks,_cmfg
[4] _cmfg,shout
[4] shout,out
[4] out,dinsic
[4] dinsic,etalab's
[4] etalab's,entrepreneurs
[4] entrepreneurs,d'intérêt
[4] d'intérêt,général
[4] général,program

Top Word Pairs in Tweet in G10:
[7] next,week
[5] opengovweek,excited
[5] excited,head
[5] head,tictec
[5] tictec,next
[5] week,talk
[5] talk,opengovpart
[5] opengovpart,help
[5] help,scale
[5] scale,civic

Top Replied-To
Top Replied-To in Entire Graph:
@mysociety
@integrilicious
@metadecidim
@markcridge
@jimoncities
@odeh_juniorodeh
@prototypefund
@kaodro
@mstem
@shevski

Top Replied-To in G1:
@prototypefund
@mysociety
@paulaforteza
@jimoncities
@timdavies
@bloombergdotorg
@mstem
@erhardt
@markcridge
@paulineveron

Top Replied-To in G2:
@markcridge
@mitgovlab
@kmoeti
@shevski
@mstem

Top Replied-To in G3:
@integrilicious
@shevski
@samhallwales
@nadomagala
@markcridge
@sophiewarnes
@jimoncities
@oecd_local
@puntofisso
@felipeestefan

Top Replied-To in G4:
@metadecidim
@kaodro
@mlsif
@mozilla

Top Replied-To in G5:
@helenturek
@jimoncities
@morchickit
@mysociety

Top Replied-To in G6:
@odeh_juniorodeh
@integrilicious

Top Replied-To in G7:
@madamadepica
@nadomagala

Top Replied-To in G8:
@facebook
@jillzey
@mysociety

Top Mentioned
Top Mentioned in Entire Graph:
@mysociety
@mstem
@elaragon
@_cmfg
@oecd
@morchickit
@jimoncities
@luminategroup
@paulaforteza
@mlsif

Top Mentioned in G1:
@mysociety
@oecd
@_cmfg
@paulaforteza
@markcridge
@rebeccarumbul
@mstem
@jimoncities
@meandvan
@tatdef

Top Mentioned in G2:
@mstem
@luminategroup
@erhardt
@mlsif
@stacydon
@mysociety
@civictechguide
@cassierobinson
@_cmfg
@azomer

Top Mentioned in G3:
@morchickit
@timdavies
@stateofopendata
@mysociety
@puntofisso
@mstem
@nadomagala
@mlbrook
@ae_clarke
@anabmap

Top Mentioned in G4:
@elaragon
@metadecidim
@virgiledeville
@mysociety
@mstem
@dtic_upf
@eurecat_news
@kaodro
@shevski
@hazelsheffield

Top Mentioned in G5:
@jimoncities
@mysociety
@gov_ex
@pahlkadot
@geoffmulgan
@bethnoveck
@maimunah
@slaughteram
@stevebenjaminsc
@richard_flor

Top Mentioned in G6:
@odeh_juniorodeh
@accountlab
@integrilicious
@tomar_le
@mysociety
@sunfoundation
@sarahschacht
@jimoncities
@mstem

Top Mentioned in G7:
@k_izdebski
@epforgpl
@dsi4eu
@mysociety
@funkycitizens
@transparen_cee
@mstem
@morchickit

Top Mentioned in G8:
@panthealee
@thereboot
@mysociety
@dadifoundation
@de_mcdougs
@promptworks
@jillzey
@elaragon
@rnw
@gilpradeau

Top Mentioned in G9:
@_cmfg
@dinsic
@etalab
@mathilde_bras
@soizicpenicaud
@elaragon
@fullfact
@act4integrity
@afd_france
@datactivi_st

Top Mentioned in G10:
@opengovpart
@helen_turek
@tonubasu
@decidemadrid
@digiphile
@opengov44
@obamawhitehouse
@whitehouse
@luminategroup
@mysociety

Top Tweeters
Top Tweeters in Entire Graph:
@bbcnews
@sir_ahmedrufai
@lemondefr
@timmorton2
@crm0523
@rldi_lamy
@digiphile
@jilliancyork
@katarynaaa
@dlvlk

Top Tweeters in G1:
@bbcnews
@lemondefr
@timmorton2
@rldi_lamy
@dlvlk
@eurostar
@rtayloruk
@google
@careersingrowth
@ukdigitaljobsuk

Top Tweeters in G2:
@crm0523
@wwahammy
@mikeforester
@whotrendedit
@barbara12luna
@saraherib
@jalbertbowdenii
@rrichard09
@nickkauf
@digitalethics

Top Tweeters in G3:
@m_older
@smartecocity
@demsoc
@lindasgrant
@puntofisso
@t_s_institute
@kathyelstephen
@nnenna
@annemcx
@mlbrook

Top Tweeters in G4:
@bbcradio4
@sunil_abraham
@barcelona_cat
@liotier
@adamamyl
@ictlogist
@smithsam
@schock
@stephen_abbott
@mrchrisadams

Top Tweeters in G5:
@richard_florida
@felixsarconait
@irapaport
@slaughteram
@einsteinsattic
@peterkwells
@vavoida
@benperry20
@auswaertigesamt
@tmaniccia

Top Tweeters in G6:
@alvarograves
@willperrin
@douglaschongys
@chris_underwood
@heatherleson
@deliaferreira
@odeh_juniorodeh
@sunfoundation
@alfredafro
@johnwonderlich

Top Tweeters in G7:
@katarynaaa
@andrzejmezynski
@ewapfeifer
@k_izdebski
@kajagiello
@piotrstec2
@m_tabaka
@peterbaeck
@dsi4eu
@antygon

Top Tweeters in G8:
@sir_ahmedrufai
@shin_yongmin
@rnw
@jillzey
@discomplex
@carlvlewis
@de_mcdougs
@thereboot
@miaelfeky
@panthealee

Top Tweeters in G9:
@madsonbruno
@yohkohatada
@afd_france
@kblb111
@etalab
@dinsic
@datactivi_st
@mathilde_bras
@etiennedavid
@svtdataj

Top Tweeters in G10:
@digiphile
@jilliancyork
@richards1000
@noneck
@obamawhitehouse
@opengovpart
@sanikayi
@decidemadrid
@whitehouse
@nykb


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