democracyfund , Twitter, 12/30/2021 9:49:31 PM, 269222


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democracyfund _2021-12-30_09-08-17.xlsx
democracyfund _2021-12-30_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3sMl2Y6
@democracyfund
@heatherchaplin
@sarahgustavus
@msfreepress
@electionsvoting
@thensim0nsaid
@jcstearns
@thelocalnewslab
@o2l
@ryanburge

Top hashtags:
#newsmatch
#assange
#3rddayofchristmas
#etatsunis
#electionofficials

Description:
Description
The graph represents a network of 98 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, 30 December 2021 at 17:08 UTC.

The requested start date was Thursday, 30 December 2021 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, 11-hour, 53-minute period from Thursday, 16 December 2021 at 01:06 UTC to Wednesday, 29 December 2021 at 13:00 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 : 98
Unique Edges : 134
Edges With Duplicates : 266
Total Edges : 400
Number of Edge Types : 5
Retweet : 33
MentionsInRetweet : 84
Mentions : 258
Replies to : 22
Tweet : 3
Self-Loops : 3
Reciprocated Vertex Pair Ratio : 0.0691489361702128
Reciprocated Edge Ratio : 0.129353233830846
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 94
Maximum Edges in a Connected Component : 397
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.199955
Graph Density : 0.0211445402903429
Modularity : 0.378058
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 98 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, 30 December 2021 at 17:08 UTC.

The requested start date was Thursday, 30 December 2021 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, 11-hour, 53-minute period from Thursday, 16 December 2021 at 01:06 UTC to Wednesday, 29 December 2021 at 13:00 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://mfp.ms/donate
[1] https://twitter.com/MSFreePress/status/1474488932003991556
[1] https://twitter.com/msfreepress/status/1474488932003991556
[1] https://www.un.org/democracyfund/sites/www.un.org.democracyfund/files/udf-17-748-nir-evaluation_report.pdf
[1] https://twitter.com/aztammyp/status/1474772049620975617
[1] https://twitter.com/MaxHailperin/status/1474777731422474240
[1] https://evic.reed.edu/
[1] https://twitter.com/GraceBannasch/status/1474503101319159811
[1] https://twitter.com/kira_lerner/status/1473834861001650182?t=6rasoSypAsYNZex3uiV38w&s=19
[1] https://democracyfund.org/idea/pursuing-diversity-and-representation-among-local-election-officials/

Top URLs in Tweet in G1:
[1] https://twitter.com/MSFreePress/status/1474488932003991556
[1] https://twitter.com/msfreepress/status/1474488932003991556
[1] https://www.voterstudygroup.org/data

Top URLs in Tweet in G2:
[1] https://twitter.com/aztammyp/status/1474772049620975617
[1] https://twitter.com/kira_lerner/status/1473834861001650182?t=6rasoSypAsYNZex3uiV38w&s=19
[1] https://evic.reed.edu/
[1] https://twitter.com/GraceBannasch/status/1474503101319159811
[1] https://twitter.com/MaxHailperin/status/1474777731422474240
[1] https://democracyfund.org/idea/pursuing-diversity-and-representation-among-local-election-officials/
[1] https://democracyfund.org/idea/perspectives-on-election-policy-and-practice-from-local-officials/

Top URLs in Tweet in G4:
[1] https://medium.com/new-mexico-local-news-fund/from-an-idea-to-a-thriving-local-news-ecosystem-b1dfff6a0881
[1] https://mailchi.mp/democracyfund/2022-inspiration

Top URLs in Tweet in G5:
[1] https://twitter.com/JournoDesign/status/1473017972352380928

Top URLs in Tweet in G6:
[3] https://mfp.ms/donate

Top URLs in Tweet in G9:
[1] http://Banks.Pay

Top URLs in Tweet in G10:
[1] https://www.un.org/democracyfund/sites/www.un.org.democracyfund/files/udf-17-748-nir-evaluation_report.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[4] democracyfund.org
[3] mfp.ms
[1] un.org
[1] reed.edu
[1] banks.pay
[1] medium.com
[1] voterstudygroup.org
[1] mailchi.mp

Top Domains in Tweet in G1:
[2] twitter.com
[1] voterstudygroup.org

Top Domains in Tweet in G2:
[4] twitter.com
[2] democracyfund.org
[1] reed.edu

Top Domains in Tweet in G4:
[1] medium.com
[1] mailchi.mp

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[3] mfp.ms

Top Domains in Tweet in G9:
[1] banks.pay

Top Domains in Tweet in G10:
[1] un.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] newsmatch
[4] assange
[3] 3rddayofchristmas
[2] etatsunis
[2] electionofficials
[2] electionofficial
[2] canada
[1] covid19
[1] robertdavidsteele
[1] michelleholiday



Top Hashtags in Tweet in G1:
[2] etatsunis
[2] newsmatch
[1] 3rddayofchristmas

Top Hashtags in Tweet in G2:
[2] electionofficial
[2] electionofficials

Top Hashtags in Tweet in G3:
[4] assange
[1] julianassange

Top Hashtags in Tweet in G4:
[1] nm
[1] localnews

Top Hashtags in Tweet in G6:
[8] newsmatch
[2] 3rddayofchristmas

Top Hashtags in Tweet in G9:
[2] canada
[1] covid19
[1] robertdavidsteele
[1] michelleholiday

Top Words
Top Words in Tweet in Entire Graph:
[56] democracyfund
[21] electionsvoting
[15] data
[14] journalism
[14] jcstearns
[14] inn
[14] publicintegrity
[14] morganstateu
[14] nabj
[14] appalachia100

Top Words in Tweet in G1:
[15] democracyfund
[15] data
[6] two
[6] nationscape
[5] match
[5] journalism
[5] rp_griffin
[5] release
[5] proud
[5] announce

Top Words in Tweet in G2:
[21] electionsvoting
[11] democracyfund
[8] reed_college_
[8] gronke
[6] more
[6] gracebannasch
[5] super
[5] excited
[5] work
[5] undertaking

Top Words in Tweet in G3:
[14] democracyfund
[14] inn
[14] publicintegrity
[14] morganstateu
[14] nabj
[14] appalachia100
[14] soljourno
[14] co_mediaproject
[13] opennews
[13] presson_south

Top Words in Tweet in G4:
[6] nmlocalnews
[4] remembering
[4] 2021
[4] pieces
[4] inspired
[4] revitalized
[4] jihiitea
[4] lionpubs
[3] thelocalnewslab
[3] sar

Top Words in Tweet in G6:
[9] tripling
[9] gifts
[8] #newsmatch
[8] journalism
[8] next
[8] 000
[7] democracyfund
[6] msfreepress
[6] grow
[6] superstar

Top Words in Tweet in G7:
[2] lpostcollective
[2] journalismproj
[2] democracyfund
[2] supporting
[2] ecosystem
[2] development
[2] unionization
[2] pushes
[2] co

Top Words in Tweet in G8:
[2] elsolde_mexico
[2] idemocraci
[2] democracyfund
[2] ogovernanca
[2] eu_democratie
[2] opendemocracy
[2] democracia

Top Words in Tweet in G9:
[2] #canada
[2] democracyfund

Top Words in Tweet in G10:
[2] efforts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] inn,publicintegrity
[14] publicintegrity,morganstateu
[14] morganstateu,nabj
[14] nabj,appalachia100
[14] appalachia100,soljourno
[14] soljourno,co_mediaproject
[13] jcstearns,democracyfund
[13] democracyfund,inn
[13] co_mediaproject,opennews
[13] opennews,presson_south

Top Word Pairs in Tweet in G1:
[5] data,release
[5] release,proud
[5] proud,announce
[5] announce,two
[5] two,massive
[5] massive,data
[5] data,releases
[5] releases,weekly
[5] weekly,data
[5] data,democracyfund

Top Word Pairs in Tweet in G2:
[7] electionsvoting,reed_college_
[5] super,excited
[5] excited,work
[5] work,undertaking
[5] undertaking,electionsvoting
[5] reed_college_,collaboration
[5] democracyfund,electionsvoting
[5] gronke,paulonabike
[4] electionsvoting,super
[4] electionsvoting,gronke

Top Word Pairs in Tweet in G3:
[14] inn,publicintegrity
[14] publicintegrity,morganstateu
[14] morganstateu,nabj
[14] nabj,appalachia100
[14] appalachia100,soljourno
[14] soljourno,co_mediaproject
[13] co_mediaproject,opennews
[13] opennews,presson_south
[13] presson_south,url_media
[13] jcstearns,democracyfund

Top Word Pairs in Tweet in G4:
[4] remembering,2021
[4] 2021,pieces
[4] pieces,inspired
[4] inspired,revitalized
[4] revitalized,jihiitea
[4] jihiitea,lionpubs
[4] lionpubs,nmlocalnews
[3] thelocalnewslab,remembering
[3] nmlocalnews,sar
[2] democracyfund,nmlocalnews

Top Word Pairs in Tweet in G6:
[8] tripling,next
[8] next,000
[6] superstar,journalists
[5] gifts,grow
[5] 000,#newsmatch
[5] #newsmatch,gifts
[3] journalism,superstars
[3] ok,christmas
[3] christmas,eve
[3] eve,quadruple

Top Word Pairs in Tweet in G7:
[2] lpostcollective,journalismproj
[2] journalismproj,democracyfund
[2] democracyfund,supporting
[2] supporting,ecosystem
[2] ecosystem,development
[2] development,unionization
[2] unionization,pushes
[2] pushes,co

Top Word Pairs in Tweet in G8:
[2] elsolde_mexico,idemocraci
[2] idemocraci,democracyfund
[2] democracyfund,ogovernanca
[2] ogovernanca,eu_democratie
[2] eu_democratie,opendemocracy

Top Replied-To
Top Replied-To in Entire Graph:
@ggatin
@jsamditis
@gracebannasch
@aztammyp
@althiaraj
@desertgemdesign
@jcstearns
@mathieugallard
@michvinmar
@fabrecam

Top Replied-To in G1:
@mathieugallard
@ryanburge

Top Replied-To in G2:
@gracebannasch
@aztammyp

Top Replied-To in G3:
@ggatin
@jsamditis
@jcstearns

Top Replied-To in G4:
@michvinmar

Top Replied-To in G8:
@fabrecam
@aribelcontreras

Top Replied-To in G9:
@althiaraj
@desertgemdesign

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@electionsvoting
@inn
@publicintegrity
@morganstateu
@nabj
@appalachia100
@soljourno
@co_mediaproject
@jcstearns

Top Mentioned in G1:
@democracyfund
@rp_griffin
@ucla
@mic_global
@msfreepress
@donnerkay
@mathieugallard
@ryanburge
@gss_norc
@pewreligion

Top Mentioned in G2:
@electionsvoting
@democracyfund
@reed_college_
@gronke
@paulonabike
@gracebannasch
@maxhailperin
@aztammyp
@jaylee_tx
@creek_lovesdata

Top Mentioned in G3:
@democracyfund
@inn
@publicintegrity
@morganstateu
@nabj
@appalachia100
@soljourno
@co_mediaproject
@opennews
@presson_south

Top Mentioned in G4:
@nmlocalnews
@jihiitea
@lionpubs
@thelocalnewslab
@sar
@democracyfund
@sarahgustavus
@d_holli
@mitrakalita

Top Mentioned in G5:
@knightfdn
@democracyfund
@macfound
@jhumke
@gteresa
@tglaisyer
@jcstearns
@shazna
@nyt_jenpreston
@jsb

Top Mentioned in G6:
@democracyfund
@msfreepress
@donnerkay
@demo

Top Mentioned in G7:
@lpostcollective
@journalismproj
@democracyfund
@thensim0nsaid
@themendovoice
@akrondevilstrip
@blocbyblocknews

Top Mentioned in G8:
@elsolde_mexico
@idemocraci
@democracyfund
@ogovernanca
@eu_democratie
@opendemocracy

Top Mentioned in G9:
@democracyfund
@ryck_nancy

Top Mentioned in G10:
@matthewbycredo

Top Tweeters
Top Tweeters in Entire Graph:
@marthalynneowe1
@amsmadwoman
@elsolde_mexico
@nolaleyda
@bmt8291
@lanitaz123
@donnerkay
@ashtonpittman
@beardedcrank
@opendemocracy

Top Tweeters in G1:
@amsmadwoman
@donnerkay
@ashtonpittman
@beardedcrank
@hemantmehta
@mathieugallard
@jeanvim
@ucla
@pewreligion
@anajanaina

Top Tweeters in G2:
@aztammyp
@paulonabike
@mit_shass
@gronke
@michelleshafer
@gracebannasch
@maxhailperin
@reed_college_
@777vote
@jaylee_tx

Top Tweeters in G3:
@jcstearns
@ggatin
@publicintegrity
@nabj
@soljourno
@appalachia100
@inn
@centercoopmedia
@morganstateu
@jsamditis

Top Tweeters in G4:
@ckrewson
@lionpubs
@mitrakalita
@d_holli
@sarahgustavus
@michvinmar
@jihiitea
@thelocalnewslab
@nmlocalnews
@sar

Top Tweeters in G5:
@knightfdn
@macfound
@jsb
@gteresa
@tglaisyer
@heatherchaplin
@shazna
@jhumke
@nyt_jenpreston

Top Tweeters in G6:
@marthalynneowe1
@nolaleyda
@lanitaz123
@mytwinmn
@annemcosgrove2
@bridgetpieschel
@demo
@msfreepress

Top Tweeters in G7:
@bhmotta
@akrondevilstrip
@themendovoice
@thensim0nsaid
@lpostcollective
@journalismproj
@blocbyblocknews

Top Tweeters in G8:
@elsolde_mexico
@opendemocracy
@aribelcontreras
@idemocraci
@fabrecam
@eu_democratie
@ogovernanca

Top Tweeters in G9:
@ryck_nancy
@althiaraj
@o2l
@desertgemdesign

Top Tweeters in G10:
@jchitchen
@matthewbycredo


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