democracyfund , Twitter, 12/23/2021 8:49:42 PM, 268909


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democracyfund _2021-12-23_09-08-17.xlsx
democracyfund _2021-12-23_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 23, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3JingEb
@democracyfund
@loreleikelly
@jcstearns
@sarahgustavus
@dreamachieversk
@cislmunc
@ggatin
@victorlepochat
@governing
@thelocalnewslab

Top hashtags:
#justtech
#electiongeek
#china
#election
#publichealth
#julianassange

Description:
Description
The graph represents a network of 181 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, 23 December 2021 at 17:08 UTC.

The requested start date was Thursday, 23 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 10-day, 5-hour, 31-minute period from Thursday, 09 December 2021 at 13:00 UTC to Sunday, 19 December 2021 at 18:32 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 : 181
Unique Edges : 309
Edges With Duplicates : 228
Total Edges : 537
Number of Edge Types : 5
Mentions : 193
Replies to : 31
MentionsInRetweet : 235
Retweet : 76
Tweet : 2
Self-Loops : 3
Reciprocated Vertex Pair Ratio : 0.0335917312661499
Reciprocated Edge Ratio : 0.065
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 175
Maximum Edges in a Connected Component : 533
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.811947
Graph Density : 0.0122774708410068
Modularity : 0.500731
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 181 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, 23 December 2021 at 17:08 UTC.

The requested start date was Thursday, 23 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 10-day, 5-hour, 31-minute period from Thursday, 09 December 2021 at 13:00 UTC to Sunday, 19 December 2021 at 18:32 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:
[4] https://www.eventbrite.com/e/democracy-fund-language-access-for-voters-summit-registration-169522158339
[1] https://findyournews.org/
[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
[1] https://democracyfund.org/idea/want-to-support-accurate-journalism-fund-solidarity-reporting/
[1] http://Banks.Pay
[1] https://www.youtube.com/watch?v=ltIUv5MNvu8&feature=youtu.be

[1] https://www.surveymonkey.com/r/EJ2021Nov
[1] https://www.voterstudygroup.org/data
[1] https://twitter.com/aztammyp/status/1470695188431527936

Top URLs in Tweet in G1:
[1] https://findyournews.org/
[1] https://www.voterstudygroup.org/data
[1] https://www.surveymonkey.com/r/EJ2021Nov
[1] https://twitter.com/aztammyp/status/1470695208329359360
[1] https://twitter.com/aztammyp/status/1470695188431527936
[1] https://informationknoll.wordpress.com/2021/12/13/public-opinion-in-the-bluegrass-three-types-of-kentucky-voters/

Top URLs in Tweet in G2:
[1] https://twitter.com/jnelz/status/1466491555426934784?s=20
[1] https://twitter.com/TheTakeaway/status/1469012983925952518

Top URLs in Tweet in G3:
[4] https://www.eventbrite.com/e/democracy-fund-language-access-for-voters-summit-registration-169522158339
[1] https://twitter.com/hansilowang/status/1468572969492520961
[1] https://twitter.com/aztammyp/status/1470392670019362820
[1] https://campaignlegal.org/update/virtual-event-video-how-do-we-keep-partisan-politics-out-election-administration
[1] https://twitter.com/jimburnsusa/status/1470449165675032576

Top URLs in Tweet in G4:
[1] https://www.ssrc.org/just-tech-fellowship

Top URLs in Tweet in G5:
[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 G6:
[1] https://beeckcenter.georgetown.edu/report/shape-structure-share-framework/

Top URLs in Tweet in G9:
[1] https://www.governing.com/now/how-can-government-restore-public-trust-in-elections

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] justtech
[3] electiongeek
[2] china
[2] election
[2] publichealth
[1] julianassange
[1] nonprofitnews
[1] nm
[1] localnews
[1] canada



Top Hashtags in Tweet in G1:
[1] nonprofitnews
[1] nationscape
[1] kentucky
[1] kypol

Top Hashtags in Tweet in G2:
[1] julianassange

Top Hashtags in Tweet in G3:
[3] electiongeek

Top Hashtags in Tweet in G4:
[14] justtech

Top Hashtags in Tweet in G5:
[1] nm
[1] localnews

Top Hashtags in Tweet in G6:
[1] civics

Top Hashtags in Tweet in G9:
[2] election
[2] publichealth

Top Words
Top Words in Tweet in Entire Graph:
[126] democracyfund
[118] data
[52] announce
[46] nationscape
[43] rp_griffin
[39] massive
[39] proud
[39] ucla
[38] release
[38] two

Top Words in Tweet in G1:
[115] data
[66] democracyfund
[45] nationscape
[42] rp_griffin
[38] proud
[38] ucla
[37] release
[37] announce
[37] two
[37] massive

Top Words in Tweet in G2:
[8] democracyfund
[6] jcstearns
[4] grantees
[4] news
[4] stephanievalenc
[3] soljourno
[3] centercoopmedia
[3] listen
[3] featuring
[3] partners

Top Words in Tweet in G3:
[24] democracyfund
[21] aztammyp
[15] language
[13] voters
[12] access
[12] summit
[10] jmdiazjd
[9] day
[8] campaignlegal
[7] peg_perl

Top Words in Tweet in G4:
[15] support
[14] fordfoundation
[14] macfound
[14] surdna_fndn
[14] democracyfund
[14] thrilled
[14] announce
[14] #justtech
[13] bostonjoan
[13] fell

Top Words in Tweet in G5:
[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:
[4] gt
[2] need
[2] whole
[2] society
[2] effort
[2] strengthen
[2] democracy
[2] here's
[2] preview
[2] shape

Top Words in Tweet in G7:
[2] elsolde_mexico
[2] idemocraci
[2] democracyfund
[2] ogovernanca
[2] eu_democratie
[2] opendemocracy
[2] democracia

Top Words in Tweet in G8:
[3] youth
[2] earlier
[2] today
[2] dream
[2] achievers
[2] organization
[2] kenya
[2] 's
[2] team
[2] conducted

Top Words in Tweet in G9:
[2] against
[2] odds
[2] #election
[2] officials
[2] delivered
[2] safe
[2] secure
[2] election
[2] during
[2] #publichealth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] democracyfund,ucla
[38] data,release
[38] release,proud
[38] proud,announce
[38] announce,two
[38] two,massive
[38] massive,data
[38] data,releases
[38] releases,weekly
[38] weekly,data

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

Top Word Pairs in Tweet in G2:
[4] democracyfund,grantees
[3] listen,featuring
[3] featuring,democracyfund
[3] grantees,partners
[3] partners,attorneynora
[3] attorneynora,stephanievalenc
[2] jcstearns,democracyfund
[2] inn,publicintegrity
[2] publicintegrity,morganstateu
[2] morganstateu,nabj

Top Word Pairs in Tweet in G3:
[12] language,access
[10] democracyfund,language
[10] access,voters
[10] voters,summit
[8] aztammyp,democracyfund
[6] thetrevorpotter,jmdiazjd
[6] jmdiazjd,campaignlegal
[6] campaignlegal,aztammyp
[6] democracyfund,voicedemocracy
[4] still,sign

Top Word Pairs in Tweet in G4:
[14] support,fordfoundation
[14] fordfoundation,macfound
[14] macfound,surdna_fndn
[14] surdna_fndn,democracyfund
[14] democracyfund,thrilled
[14] thrilled,announce
[14] announce,#justtech
[13] bostonjoan,support
[13] #justtech,fell

Top Word Pairs in Tweet in G5:
[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:
[2] need,whole
[2] whole,society
[2] society,effort
[2] effort,strengthen
[2] strengthen,democracy
[2] democracy,here's
[2] here's,preview
[2] preview,shape
[2] shape,gt
[2] gt,structure

Top Word Pairs in Tweet in G7:
[2] elsolde_mexico,idemocraci
[2] idemocraci,democracyfund
[2] democracyfund,ogovernanca
[2] ogovernanca,eu_democratie
[2] eu_democratie,opendemocracy

Top Word Pairs in Tweet in G8:
[2] earlier,today
[2] today,dream
[2] dream,achievers
[2] achievers,youth
[2] youth,organization
[2] organization,kenya
[2] kenya,'s
[2] 's,team
[2] team,conducted
[2] conducted,business

Top Word Pairs in Tweet in G9:
[2] against,odds
[2] odds,#election
[2] #election,officials
[2] officials,delivered
[2] delivered,safe
[2] safe,secure
[2] secure,election
[2] election,during
[2] during,#publichealth
[2] #publichealth,crisis

Top Replied-To
Top Replied-To in Entire Graph:
@thetrevorpotter
@ryanburge
@benjaminknoll28
@jcstearns
@rkahne
@mathieugallard
@michvinmar
@fabrecam
@aribelcontreras
@desertgemdesign

Top Replied-To in G1:
@ryanburge
@benjaminknoll28
@rkahne
@juhemnr
@christinagshih
@stefaniemurray
@datadriven__
@rp_griffin

Top Replied-To in G2:
@jcstearns

Top Replied-To in G3:
@thetrevorpotter
@commish_schmidt
@activoteus

Top Replied-To in G5:
@michvinmar

Top Replied-To in G7:
@fabrecam
@aribelcontreras

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@rp_griffin
@ucla
@aztammyp
@fordfoundation
@macfound
@surdna_fndn
@bostonjoan
@campaignlegal
@peg_perl

Top Mentioned in G1:
@democracyfund
@rp_griffin
@ucla
@ryanburge
@juhemnr
@inn
@newsmatch
@datadriven__
@gss_norc
@pewreligion

Top Mentioned in G2:
@democracyfund
@stephanievalenc
@soljourno
@centercoopmedia
@attorneynora
@jcstearns
@inn
@publicintegrity
@morganstateu
@nabj

Top Mentioned in G3:
@democracyfund
@aztammyp
@campaignlegal
@peg_perl
@jmdiazjd
@voicedemocracy
@calebjacksonesq
@astridmgarcia
@electionline
@thetrevorpotter

Top Mentioned in G4:
@fordfoundation
@macfound
@surdna_fndn
@democracyfund
@bostonjoan

Top Mentioned in G5:
@nmlocalnews
@jihiitea
@lionpubs
@thelocalnewslab
@sar
@democracyfund
@sarahgustavus
@d_holli
@mitrakalita

Top Mentioned in G6:
@ncdd
@evdem
@cspc_dc
@nicdinstitute
@carnegiedcg
@democracyfund
@protctdemocracy
@vivian
@loreleikelly

Top Mentioned in G7:
@elsolde_mexico
@idemocraci
@democracyfund
@ogovernanca
@eu_democratie
@opendemocracy

Top Mentioned in G8:
@dreamachieversk
@thegcerf
@cicctrust
@akf_global
@global4children
@democracyfund

Top Mentioned in G9:
@governing
@webercounty
@briannalennon
@koppescarly
@democracyfund

Top Mentioned in G10:
@fwovlaanderen
@democracyfund
@luminategroup
@nsf
@resetdottech

Top Tweeters
Top Tweeters in Entire Graph:
@givemepie360
@elsolde_mexico
@nastyoldwomyn
@helopernoc300
@sylviatx
@jmjafrx
@connie19601
@opendemocracy
@un
@hemantmehta

Top Tweeters in G1:
@givemepie360
@nastyoldwomyn
@helopernoc300
@sylviatx
@connie19601
@hemantmehta
@aedwardslevy
@profmusgrave
@svateboje
@rkahne

Top Tweeters in G2:
@jcstearns
@ggatin
@publicintegrity
@timkarr
@nabj
@soljourno
@bhmotta
@appalachia100
@inn
@centercoopmedia

Top Tweeters in G3:
@aztammyp
@adamambrogi
@campaignlegal
@lisamarra
@peg_perl
@commoncausehi
@natlvoterregday
@votinggeek
@electionline
@jimburnsusa

Top Tweeters in G4:
@jmjafrx
@robinlturnerphd
@macfound
@fordfoundation
@fkwang
@m__verbruggen
@kawulf
@janicemccallum
@kellybaden
@jessbrandt

Top Tweeters in G5:
@ckrewson
@lionpubs
@mitrakalita
@d_holli
@sarahgustavus
@michvinmar
@jihiitea
@thelocalnewslab
@nmlocalnews
@sar

Top Tweeters in G6:
@ncdd
@vivian
@nicdinstitute
@loreleikelly
@protctdemocracy
@carnegiedcg
@cspc_dc
@evdem

Top Tweeters in G7:
@elsolde_mexico
@opendemocracy
@aribelcontreras
@idemocraci
@fabrecam
@eu_democratie
@ogovernanca

Top Tweeters in G8:
@global4children
@akf_global
@thegcerf
@dreamachieversk
@cicctrust
@christi17205853

Top Tweeters in G9:
@governing
@impactdemocracy
@briannalennon
@webercounty
@koppescarly

Top Tweeters in G10:
@nsf
@luminategroup
@fwovlaanderen
@resetdottech
@victorlepochat


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