democracyfund , Twitter, 1/20/2022 8:30:09 PM, 270373


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democracyfund _2022-01-20_09-08-17.xlsx
democracyfund _2022-01-20_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2022
Short Description:
democracyfund via NodeXL https://bit.ly/3AiVmDV
@democracyfund
@zacfarber
@gteresa
@aztammyp
@lizzyhazeltine
@2ramyakrishnan
@popvoxfdn
@electionsvoting
@ksfenzel
@mattsinger7

Top hashtags:
#internapalooza
#spsa2022
#elections
#etatsunis
#clearieawards

Description:
Description
The graph represents a network of 157 Twitter users whose tweets in the requested range contained "democracyfund ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 January 2022 at 17:08 UTC.

The requested start date was Thursday, 20 January 2022 at 01:01 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, 6-hour, 27-minute period from Thursday, 06 January 2022 at 16:15 UTC to Wednesday, 19 January 2022 at 22:43 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 : 157
Unique Edges : 236
Edges With Duplicates : 80
Total Edges : 316
Number of Edge Types : 5
Mentions : 236
Tweet : 4
Retweet : 18
MentionsInRetweet : 43
Replies to : 15
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.0669291338582677
Reciprocated Edge Ratio : 0.125461254612546
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 137
Maximum Edges in a Connected Component : 299
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.310802
Graph Density : 0.0110648374979585
Modularity : 0.573751
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 157 Twitter users whose tweets in the requested range contained "democracyfund ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 January 2022 at 17:08 UTC.

The requested start date was Thursday, 20 January 2022 at 01:01 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, 6-hour, 27-minute period from Thursday, 06 January 2022 at 16:15 UTC to Wednesday, 19 January 2022 at 22:43 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 : democracyfund
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:
[3] https://twitter.com/DemocracyFund/status/1483824572562616321
[2] https://twitter.com/DemocracyFund/status/1483850504425906183
[2] https://localnewslab.org/2022/01/19/meet-the-ecosystem-builders-a-unique-group-of-leaders-transforming-local-news/
[1] https://localnewslab.org/2022/01/19/meet-the-ecosystem-builders-a-unique-group-of-leaders-transforming-local-news/#
[1] https://democracy-sos.org/
[1] https://twitter.com/gteresa/status/1483828018992885763
[1] https://twitter.com/heres_christine/status/1483812662249234438
[1] https://democracyfund.org/idea/learning-from-north-carolina/
[1] https://www.un.org/democracyfund/news/equal-personal-status-law-lebanon#:~:text=Lebanon%20lacks%20a%20civil%20code,of%20their%20religion%20and%20gender
[1] https://www.netgainpartnership.org/news-announcements/2021/8/17/facebook-must-not-block-research-into-disinformation

Top URLs in Tweet in G1:
[1] https://twitter.com/democracyfund/status/1482048735811182598
[1] https://twitter.com/caafoundation/status/1482010868971761665
[1] https://twitter.com/nado1377

Top URLs in Tweet in G2:
[2] https://localnewslab.org/2022/01/19/meet-the-ecosystem-builders-a-unique-group-of-leaders-transforming-local-news/
[1] https://twitter.com/DemocracyFund/status/1483850504425906183
[1] https://localnewslab.org/2022/01/19/meet-the-ecosystem-builders-a-unique-group-of-leaders-transforming-local-news/#
[1] https://democracy-sos.org/
[1] https://twitter.com/electionline/status/1481672921986777089
[1] https://twitter.com/heres_christine/status/1483812662249234438
[1] https://www.netgainpartnership.org/news-announcements/2021/8/17/facebook-must-not-block-research-into-disinformation
[1] https://foundation.mozilla.org/en/blog/pursuing-platform-transparency-in-2022-a-january-19-virtual-panel/
[1] https://electionline.org/electionline-weekly/2022/01-06/
[1] https://twitter.com/electionline/status/1479136788321079298

Top URLs in Tweet in G4:
[1] https://twitter.com/DemocracyFund/status/1483824572562616321
[1] https://twitter.com/gteresa/status/1483828018992885763
[1] https://democracyfund.org/idea/learning-from-north-carolina/

Top URLs in Tweet in G5:
[1] https://democracyfund.org/idea/restaffed-eac-advances-voting-systems-in-first-meeting/

Top URLs in Tweet in G7:
[1] https://twitter.com/intern_update/status/1482030362255519745

Top URLs in Tweet in G8:
[1] https://www.un.org/democracyfund/

Top URLs in Tweet in G9:
[1] https://www.un.org/democracyfund/news/equal-personal-status-law-lebanon#:~:text=Lebanon%20lacks%20a%20civil%20code,of%20their%20religion%20and%20gender

Top URLs in Tweet in G10:
[1] https://twitter.com/madrid_mike/status/1481031881814466560

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] internapalooza
[3] spsa2022
[2] elections
[2] etatsunis
[1] clearieawards
[1] journalismjobs
[1] journojobs
[1] electionsciences
[1] electionofficials
[1] gisinelections



Top Hashtags in Tweet in G1:
[1] clearieawards

Top Hashtags in Tweet in G2:
[2] etatsunis
[1] dialoguesanddebates
[1] gisinelections
[1] misinformation
[1] january6thanniversary
[1] protectdemocracy
[1] climateadaptation
[1] ruleoflaw

Top Hashtags in Tweet in G3:
[1] journalismjobs
[1] journojobs

Top Hashtags in Tweet in G6:
[3] spsa2022
[2] elections
[1] electionofficials
[1] electionsciences

Top Hashtags in Tweet in G7:
[3] internapalooza

Top Words
Top Words in Tweet in Entire Graph:
[31] democracyfund
[13] news
[11] local
[11] gabriellackelly
[11] briannalennon
[11] highturnout
[11] amandalitman
[11] tianaej
[10] benwessel
[10] aztammyp

Top Words in Tweet in G1:
[12] democracyfund
[11] gabriellackelly
[11] briannalennon
[11] highturnout
[11] amandalitman
[11] tianaej
[10] benwessel
[10] aztammyp
[10] mattsinger7
[9] ksfenzel

Top Words in Tweet in G2:
[8] democracyfund
[6] news
[6] facebook
[4] local
[4] need
[4] democracy
[4] platforms
[4] transparency
[3] more
[3] mozilla

Top Words in Tweet in G3:
[2] ona

Top Words in Tweet in G4:
[8] heres_christine
[7] gteresa
[6] ecosystem
[5] sharing
[5] story
[5] builders
[5] inspiring
[5] leaders
[5] local
[5] news

Top Words in Tweet in G6:
[5] democracyfund
[4] thanks
[3] creek_lovesdata
[3] discussant
[3] work
[3] #spsa2022
[2] gronke
[2] virtual
[2] duties
[2] supporting

Top Words in Tweet in G7:
[3] much
[3] wisdom
[3] being
[3] shared
[3] incoming
[3] congressional
[3] interns
[3] #internapalooza
[3] spring
[3] 2022

Top Words in Tweet in G8:
[2] germany

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] highturnout,amandalitman
[11] amandalitman,tianaej
[11] tianaej,democracyfund
[10] briannalennon,aztammyp
[10] aztammyp,highturnout
[9] local,news
[9] gabriellackelly,briannalennon
[9] democracyfund,ksfenzel
[8] benwessel,gabriellackelly
[8] ksfenzel,mattsinger7

Top Word Pairs in Tweet in G1:
[11] highturnout,amandalitman
[11] amandalitman,tianaej
[11] tianaej,democracyfund
[10] briannalennon,aztammyp
[10] aztammyp,highturnout
[9] gabriellackelly,briannalennon
[9] democracyfund,ksfenzel
[8] benwessel,gabriellackelly
[8] ksfenzel,mattsinger7
[2] benwessel,briannalennon

Top Word Pairs in Tweet in G2:
[4] local,news
[2] ecosystem,builders
[2] transforming,local
[2] lot,more
[2] platforms,facebook
[2] facebook,outsized
[2] outsized,influence
[2] influence,individuals
[2] individuals,society
[2] society,large

Top Word Pairs in Tweet in G4:
[7] gteresa,heres_christine
[5] heres_christine,sharing
[5] sharing,story
[5] story,ecosystem
[5] ecosystem,builders
[5] builders,inspiring
[5] inspiring,leaders
[5] leaders,local
[5] local,news
[5] news,around

Top Word Pairs in Tweet in G6:
[2] virtual,creek_lovesdata
[2] creek_lovesdata,thanks
[2] thanks,discussant
[2] discussant,duties
[2] duties,thanks
[2] thanks,democracyfund
[2] democracyfund,supporting
[2] supporting,important
[2] important,work
[2] work,area

Top Word Pairs in Tweet in G7:
[3] much,wisdom
[3] wisdom,being
[3] being,shared
[3] shared,incoming
[3] incoming,congressional
[3] congressional,interns
[3] interns,#internapalooza
[3] #internapalooza,spring
[3] spring,2022
[3] 2022,big

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@briannalennon
@highturnout
@amandalitman
@tianaej
@aztammyp
@mattsinger7
@gabriellackelly
@ksfenzel
@heres_christine

Top Mentioned in G1:
@democracyfund
@briannalennon
@highturnout
@amandalitman
@tianaej
@aztammyp
@mattsinger7
@gabriellackelly
@ksfenzel
@gracebannasch

Top Mentioned in G2:
@democracyfund
@mozilla
@cyber4democracy
@lisadanetz
@electionline
@knightcolumbia
@helenebiandudi
@mitrakalita
@wearehearken
@soljourno

Top Mentioned in G3:
@report4america
@bmyeung
@westmediajobs
@mallorycarra
@aaja
@nabj
@nahj
@nahjbayarea
@najournalists
@lionpubs

Top Mentioned in G4:
@heres_christine
@gteresa
@democracyfund
@amyjo_brown
@qcitymetro
@enlacelatinonc
@cltjournalism
@jmprotv
@holacarolinamag
@scalawagmag

Top Mentioned in G5:
@cpt_cosmosis
@curiousityfirst
@billenjoylife
@jovanhpulitzer
@voterga
@gaballots

Top Mentioned in G6:
@democracyfund
@creek_lovesdata
@gronke
@electionsvoting
@reed_college_
@paulonabike
@grace_gordon724
@bpc_bipartisan
@michelleshafer
@elect

Top Mentioned in G7:
@modernizecmte
@popvoxfdn
@democracyfund
@hewlett_found
@intern_update

Top Mentioned in G8:
@wbhoekstra
@minpres
@olafscholz

Top Mentioned in G9:
@pierrefenianos
@hraoui17

Top Mentioned in G10:
@demcastusa
@beerhallproject
@fortheruleoflaw
@democracyfund

Top Tweeters
Top Tweeters in Entire Graph:
@mary_swilling
@craignewmark
@annekatz12
@ericc_riki
@berkeleyside
@poynter
@ju
@brizzyc
@clarissambrooks
@mathieugallard

Top Tweeters in G1:
@aztammyp
@jon_m_rob
@amandalitman
@benwessel
@mattsinger7
@jamesyoungky
@lisamarra
@gracebannasch
@aspillane
@denverelections

Top Tweeters in G2:
@annekatz12
@ericc_riki
@ju
@clarissambrooks
@mathieugallard
@knightfdn
@opensociety
@macfound
@fordfoundation
@nhmc

Top Tweeters in G3:
@craignewmark
@berkeleyside
@poynter
@nahj
@nabj
@spj_tweets
@lionpubs
@cuny
@ucbsoj
@ona

Top Tweeters in G4:
@mary_swilling
@thejqs
@wfdd
@scalawagmag
@amyjo_brown
@thensim0nsaid
@lizzyhazeltine
@qcitymetro
@heres_christine
@gteresa

Top Tweeters in G5:
@pootdibou
@jovanhpulitzer
@cpt_cosmosis
@billenjoylife
@voterga
@curiousityfirst
@gaballots
@kevinmoncla

Top Tweeters in G6:
@paulonabike
@bpc_bipartisan
@gronke
@reed_college_
@electionsvoting
@creek_lovesdata
@grace_gordon724
@elect

Top Tweeters in G7:
@payourinterns
@bpcaction
@hewlett_found
@modernizecmte
@intern_update
@popvoxfdn

Top Tweeters in G8:
@annstrikje
@olafscholz
@minpres
@vrijerepubliek
@wbhoekstra

Top Tweeters in G9:
@hraoui17
@oldlevantine
@pierrefenianos
@wsb_officialmod

Top Tweeters in G10:
@demcastusa
@prairyfyre
@fortheruleoflaw
@beerhallproject


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