civichall, Twitter, 2/21/2020 8:31:36 PM, 221722


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civichall_2020-02-21_09-04-05.xlsx
civichall_2020-02-21_09-04-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2020
Short Description:
civichall via NodeXL http://bit.ly/3bX6jOW
@civichall
@askpluto
@whyweargue
@overdoingd
@techforgoodtv
@aupward
@leep1leeds
@daviesnow
@lucysorrentini
@leetomson

Top hashtags:
#civictech
#nationaldayofunplugging
#501technyc
#disinformation
#medialiteracy
#digcit

Description:
Description
The graph represents a network of 269 Twitter users whose tweets in the requested range contained "civichall", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 17:04 UTC.

The requested start date was Friday, 21 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 21-hour, 5-minute period from Friday, 07 February 2020 at 01:24 UTC to Thursday, 20 February 2020 at 22:30 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 : 269
Unique Edges : 404
Edges With Duplicates : 240
Total Edges : 644
Number of Edge Types : 4
Mentions : 336
MentionsInRetweet : 255
Tweet : 37
Replies to : 16
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.0434782608695652
Reciprocated Edge Ratio : 0.0833333333333333
Connected Components : 19
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 205
Maximum Edges in a Connected Component : 561
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.227511
Graph Density : 0.00632525106807968
Modularity : 0.574529
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 269 Twitter users whose tweets in the requested range contained "civichall", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 17:04 UTC.

The requested start date was Friday, 21 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 21-hour, 5-minute period from Friday, 07 February 2020 at 01:24 UTC to Thursday, 20 February 2020 at 22:30 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 : civichall
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:
[14] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/
[9] https://www.eventbrite.com/e/digital-void-salon-series-digital-disinformation-in-an-election-year-tickets-90525886363
[7] https://civichall.org/civicist/summer-2020-tech-and-social-good-opportunities/
[5] https://www.eventbrite.com/e/the-technology-of-human-connection-tickets-94209927429
[4] https://civichall.org/civicist/what-the-dept-of-education-should-have-done-years-ago/
[3] https://civichall.org/civicist/sugar-daddy-dem-tech/
[3] http://consulproject.org
[2] https://civichall.org/civicist/tipping-points/
[2] https://civichall.org/civicist/credible-deployments/
[2] https://civichall.org/civicist/discursive-engineering/

Top URLs in Tweet in G1:
[5] https://www.eventbrite.com/e/the-technology-of-human-connection-tickets-94209927429
[2] https://civichall.org/civicist/summer-2020-tech-and-social-good-opportunities/
[2] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/
[1] https://civichall.org/person/megan-marrelli/
[1] https://civichall.org/civicist/sugar-daddy-dem-tech/
[1] https://civichall.org/civicist/discursive-engineering/
[1] https://civichall.org/civicist/credible-deployments/
[1] https://civichall.org/civicist/tipping-points/
[1] https://www.governing.com/now/How-Silicon-Valley-Went-from-Technology-Hero-to-Bad-Guy.html
[1] https://twitter.com/reedalbergotti/status/1230564440187129859

Top URLs in Tweet in G2:
[1] https://pledgela.org/members/

Top URLs in Tweet in G3:
[9] https://www.eventbrite.com/e/digital-void-salon-series-digital-disinformation-in-an-election-year-tickets-90525886363
[1] https://shows.acast.com/digital-void-podcast/episodes/salon-series-1-digital-disinformation-in-an-election-year
[1] https://www.eventbrite.com/e/digital-void-salon-series-the-streaming-wars-tickets-94316100997

Top URLs in Tweet in G4:
[2] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/

Top URLs in Tweet in G5:
[2] https://theconversation.com/civility-in-politics-is-harder-than-you-think-130522

Top URLs in Tweet in G6:
[4] https://civichall.org/civicist/summer-2020-tech-and-social-good-opportunities/
[4] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/
[3] http://consulproject.org
[2] http://planetary.social
[2] https://civichall.org/civicist/reptiles-vs-gods/
[1] https://civichall.org/civicist/what-vtaiwan-teaches-us-about-digital-democracy/
[1] https://twitter.com/CivicHall/status/1222228366473998337

Top URLs in Tweet in G7:
[1] https://www.hakataza.co.jp/sp/news/detail.php?id=853
[1] https://fukuoka-civichall.jp

Top URLs in Tweet in G8:
[1] https://datavizblog.com/2020/02/15/tableau-community-spotlight-an-interview-with-allen-hillery/amp/?__twitter_impression=true

Top URLs in Tweet in G9:
[5] https://civichall.org/civicist/the-shadow-economy-why-campaign-tech-keeps-failing/
[2] https://civichall.org/civicist/sugar-daddy-dem-tech/
[1] https://twitter.com/CivicHall/status/1220819412367945730
[1] https://civichall.org/civicist/toward-a-model-civic-business/
[1] https://civichall.org/civicist/the-civic-stack-hong-kong-protest-movement-tech/
[1] https://civichall.org/civicist/tipping-points/
[1] https://civichall.org/civicist/discursive-engineering/
[1] https://civichall.org/civicist/credible-deployments/

Top URLs in Tweet in G10:
[1] https://mailchi.mp/techforgood/infinity_and_beyond

Top Domains
Top Domains in Tweet in Entire Graph:
[41] civichall.org
[15] eventbrite.com
[10] twitter.com
[3] consulproject.org
[2] eplus.jp
[2] planetary.social
[2] theconversation.com
[1] howdowefixit.me
[1] wildapricot.org
[1] governing.com

Top Domains in Tweet in G1:
[9] civichall.org
[5] eventbrite.com
[5] twitter.com
[1] governing.com
[1] readsludge.com
[1] popular.info
[1] rosemarydouglas.com
[1] instagram.com

Top Domains in Tweet in G2:
[1] pledgela.org

Top Domains in Tweet in G3:
[10] eventbrite.com
[1] acast.com

Top Domains in Tweet in G4:
[2] civichall.org

Top Domains in Tweet in G5:
[2] theconversation.com

Top Domains in Tweet in G6:
[11] civichall.org
[3] consulproject.org
[2] planetary.social
[1] twitter.com

Top Domains in Tweet in G7:
[1] co.jp
[1] fukuoka-civichall.jp

Top Domains in Tweet in G8:
[1] datavizblog.com

Top Domains in Tweet in G9:
[12] civichall.org
[1] twitter.com

Top Domains in Tweet in G10:
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] civictech
[12] nationaldayofunplugging
[6] 501technyc
[6] disinformation
[5] medialiteracy
[5] digcit
[5] techforgood
[4] digitalvoidsalon
[4] dataviz
[4] civichall



Top Hashtags in Tweet in G1:
[12] nationaldayofunplugging
[9] civictech
[4] firstpost
[3] forumsatcivichall
[2] memberstories
[1] intheloop
[1] opportunities
[1] cannabis
[1] blackhistorymonth
[1] listenfirst

Top Hashtags in Tweet in G3:
[6] disinformation
[5] medialiteracy
[5] digcit
[4] digitalvoidsalon
[4] civichall
[2] salonseries
[2] culture
[2] identity
[1] thestreamingwars
[1] politics

Top Hashtags in Tweet in G4:
[1] decisionintelligence
[1] ainotforgood

Top Hashtags in Tweet in G6:
[5] civictech
[2] intheloop
[2] opportunities

Top Hashtags in Tweet in G8:
[4] dataviz
[1] dataliteracy

Top Hashtags in Tweet in G9:
[2] tech
[1] cunystudents
[1] cuny
[1] iowacaucus
[1] africabiz
[1] africa
[1] datatrusts
[1] civictech
[1] ファミリーコンサート
[1] 2020年

Top Hashtags in Tweet in G10:
[4] techforgood

Top Words
Top Words in Tweet in Entire Graph:
[140] Words in Sentiment List#1: Positive
[58] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[5209] Non-categorized Words
[5407] Total Words
[102] civichall
[38] digital
[37] 金
[32] digivoidmedia
[26] app

Top Words in Tweet in G1:
[34] civichall
[15] facebook
[15] event
[12] #nationaldayofunplugging
[11] tech
[10] community
[9] #civictech
[9] digital
[9] march
[8] training

Top Words in Tweet in G2:
[9] perscholas
[7] madsqparknyc
[7] civichall
[7] newscred
[7] annenberg_fdn
[7] kinetix_tech
[7] prosekpr
[6] prcouncil
[6] catalystinc
[5] creditsuisse

Top Words in Tweet in G3:
[32] digivoidmedia
[27] digital
[22] civichall
[18] broderick
[18] disinformation
[18] election
[15] newanddigital
[14] issielapowsky
[13] year
[11] salon

Top Words in Tweet in G4:
[20] iowa
[20] app
[19] democratic
[19] party
[19] shouldn
[19] asked
[19] system
[19] google
[19] docs
[19] having

Top Words in Tweet in G5:
[12] harder
[6] civility
[6] think
[6] niskanencenter
[5] apaphilosophy
[5] ndi
[4] vanderbiltu
[3] overdoingd
[3] philosophy
[2] lot

Top Words in Tweet in G6:
[12] civichall
[7] guide
[7] rabble
[6] arthursmid
[6] went
[6] wrong
[6] iowacaucusapp
[6] shadowinchq
[6] systemic
[6] fund

Top Words in Tweet in G7:
[36] 金
[18] 上原理生
[18] 川口大地
[18] 早川一矢
[18] 横田剛基
[18] ミュージカル
[18] シャボン玉とんだ宇宙までとんだ
[18] 福岡公演
[18] 本日2
[18] 公演初日を迎えます

Top Words in Tweet in G8:
[5] datavizsociety
[4] aldatavizguy
[4] truly
[4] something
[4] everyone
[4] looking
[4] learn
[4] things
[4] #dataviz
[4] check

Top Words in Tweet in G9:
[6] tech
[6] civichall
[5] campaign
[4] failing
[3] keeps
[2] shadow
[2] economy
[2] civic
[2] hall
[2] used

Top Words in Tweet in G10:
[4] ep
[4] 16
[4] #techforgood
[4] highlights
[4] newsletter
[4] live
[4] week
[4] tech
[4] good
[4] goes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] iowa,democratic
[19] democratic,party
[19] party,shouldn
[19] shouldn,asked
[19] asked,app
[19] app,system
[19] system,google
[19] google,docs
[19] docs,having
[19] having,multiple

Top Word Pairs in Tweet in G1:
[6] digital,wellness
[6] #nationaldayofunplugging,event
[5] social,health
[5] community,members
[5] excited,nantwich
[5] nantwich,civichall
[5] civichall,mind
[5] mind,body
[5] body,spirit
[5] spirit,event

Top Word Pairs in Tweet in G2:
[7] madsqparknyc,civichall
[7] civichall,newscred
[7] newscred,perscholas
[7] kinetix_tech,prosekpr
[6] perscholas,annenberg_fdn
[6] annenberg_fdn,kinetix_tech
[5] prosekpr,prcouncil
[5] prcouncil,catalystinc
[4] catalystinc,creditsuisse
[4] creditsuisse,mccannwg

Top Word Pairs in Tweet in G3:
[13] digital,disinformation
[13] disinformation,election
[13] election,year
[9] join,buzzfeednews'
[9] buzzfeednews',ryan
[9] ryan,broderick
[9] broderick,broderick
[9] broderick,theverge's
[9] theverge's,julia
[9] julia,alexander

Top Word Pairs in Tweet in G4:
[19] iowa,democratic
[19] democratic,party
[19] party,shouldn
[19] shouldn,asked
[19] asked,app
[19] app,system
[19] system,google
[19] google,docs
[19] docs,having
[19] having,multiple

Top Word Pairs in Tweet in G5:
[6] civility,harder
[6] harder,think
[5] apaphilosophy,ndi
[4] think,harder
[4] harder,vanderbiltu
[4] vanderbiltu,niskanencenter
[4] niskanencenter,apaphilosophy
[3] overdoingd,civility
[3] ndi,philosophy
[2] think,lot

Top Word Pairs in Tweet in G6:
[6] went,wrong
[6] wrong,iowacaucusapp
[6] iowacaucusapp,shadowinchq
[6] shadowinchq,systemic
[6] systemic,fund
[6] fund,develop
[6] develop,technology
[6] technology,advocacy
[5] rabble,went
[4] think,civichall

Top Word Pairs in Tweet in G7:
[18] 上原理生,川口大地
[18] 川口大地,早川一矢
[18] 早川一矢,横田剛基
[18] 横田剛基,ミュージカル
[18] ミュージカル,シャボン玉とんだ宇宙までとんだ
[18] シャボン玉とんだ宇宙までとんだ,福岡公演
[18] 福岡公演,本日2
[18] 本日2,金
[18] 金,公演初日を迎えます
[18] 公演初日を迎えます,チケット情報他

Top Word Pairs in Tweet in G8:
[4] truly,something
[4] something,everyone
[4] everyone,looking
[4] looking,learn
[4] learn,things
[4] things,#dataviz
[4] #dataviz,datavizsociety
[4] datavizsociety,check
[4] check,convo
[3] aldatavizguy,truly

Top Word Pairs in Tweet in G9:
[4] campaign,tech
[3] keeps,failing
[2] shadow,economy
[2] economy,campaign
[2] tech,keeps
[2] failing,civic
[2] civic,hall
[2] sugar,daddy
[2] 演奏会情報,okayama
[2] okayama,civichall

Top Word Pairs in Tweet in G10:
[4] ep,16
[4] 16,#techforgood
[4] #techforgood,highlights
[4] highlights,newsletter
[4] newsletter,live
[4] live,week
[4] week,tech
[4] tech,good
[4] good,goes
[4] goes,'more

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@civichall
@digivoidmedia
@jayrosen_nyu
@orchard_info
@newanddigital
@issielapowsky
@buzzfeednews
@broderick
@theverge

Top Mentioned in G1:
@civichall
@facebook
@getlilspace
@personalzenapp
@leetomson
@rosemarydouglas
@jennfalk
@megmarrelli
@meedan
@ppolitics

Top Mentioned in G2:
@civichall
@newscred
@perscholas
@annenberg_fdn
@kinetix_tech
@prosekpr
@prcouncil
@catalystinc
@creditsuisse
@mccannwg

Top Mentioned in G3:
@digivoidmedia
@civichall
@newanddigital
@issielapowsky
@buzzfeednews
@broderick
@theverge
@loudmouthjulia
@eventbrite
@protocol

Top Mentioned in G4:
@jayrosen_nyu
@lorienpratt
@lindalarsonkemp
@wired
@stevebrant
@rickladd

Top Mentioned in G5:
@niskanencenter
@apaphilosophy
@ndi
@vanderbiltu
@overdoingd
@philosophy
@demsoc
@carnegiedcg
@philosophymttrs
@essenviews

Top Mentioned in G6:
@civichall
@rabble
@arthursmid
@shadowinchq
@civictechguide
@mstem
@sarahschacht
@planetaryinc
@mlsif
@audreyt

Top Mentioned in G7:
@orchard_info

Top Mentioned in G8:
@datavizsociety
@aldatavizguy
@m
@michaelangeles
@museumofcityny
@tableau
@chartio
@betanyc
@vizzlo
@nycanalytics

Top Mentioned in G9:
@theafricamentor

Top Mentioned in G10:
@techforgoodtv
@wildlabsnet
@20treeai
@zslconservation
@esa
@satappscatapult
@robynscott
@civichall
@newmediaventure
@tech_emerge

Top Tweeters
Top Tweeters in Entire Graph:
@_silversmith
@rolandsmartin
@nyahurakku
@mpesce
@pameladrew
@cybertaters
@craigmatsuda
@odoylecharlotte
@salon
@buzzfeednews

Top Tweeters in G1:
@mpesce
@odoylecharlotte
@sona_here
@ppolitics
@unionsquareny
@mlsif
@meedan
@listenfirstproj
@colinmegill
@nycedc

Top Tweeters in G2:
@macys
@jenniferbrown
@audible_com
@catalystinc
@newscred
@loreal
@indeed
@pwc
@paypal
@greenhouse

Top Tweeters in G3:
@buzzfeednews
@broderick
@frankyarriola
@eventbrite
@headcountorg
@lukerobertmason
@theverge
@nycallday247
@meojobs
@napoleonmedia

Top Tweeters in G4:
@_silversmith
@rolandsmartin
@pameladrew
@craigmatsuda
@jeromepandell
@stevebrant
@lindalarsonkemp
@avfolk
@airbagmoments
@wired

Top Tweeters in G5:
@salon
@thinkprogress
@voxdotcom
@brookingsinst
@demsoc
@essenviews
@3qd
@philosophymttrs
@vanderbiltu
@niskanencenter

Top Tweeters in G6:
@adrielhampton
@arthursmid
@codeforpdx
@mstem
@rabble
@beach
@sarahschacht
@dftbavince
@civicist
@open_eugene

Top Tweeters in G7:
@nyahurakku
@xx1mamui6xx
@_glanznummer_
@natural_jj
@kdhitosuji512
@nizi_108801
@myuuu0101
@eustacia325
@gara753
@sonchi0408

Top Tweeters in G8:
@analyticsonfire
@tableau
@abmakulec
@museumofcityny
@betanyc
@michaelangeles
@m
@chartio
@datavizsociety
@aldatavizguy

Top Tweeters in G9:
@gianlucasgueo
@theafricamentor
@davrola
@pschaap
@p2173
@nsc
@seanmmcdonald
@openataglance
@mtnwoodsmedia
@cunyregistrar

Top Tweeters in G10:
@esa
@satappscatapult
@wildlabsnet
@bg_ventures
@techforgoodtv
@zslconservation
@robynscott
@newmediaventure
@20treeai
@tech_emerge


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