democracyfund , Twitter, 6/3/2021 10:49:32 PM, 256248


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democracyfund _2021-06-03_09-08-17.xlsx
democracyfund _2021-06-03_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3vOKYRy
@democracyfund
@jcstearns
@4seasonspix
@loreleikelly
@sharingdialogue
@steve_katz
@co_mediaproject
@gteresa
@tmpowell
@uchicagoceg

Top hashtags:
#cjs2021
#elections
#democracy
#postelection
#nationscape
#lds
#mormon

Description:
Description
The graph represents a network of 246 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, 03 June 2021 at 16:08 UTC.

The requested start date was Thursday, 03 June 2021 at 00:01 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, 4-hour, 10-minute period from Thursday, 20 May 2021 at 16:22 UTC to Wednesday, 02 June 2021 at 20:33 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 : 246
Unique Edges : 381
Edges With Duplicates : 412
Total Edges : 793
Number of Edge Types : 5
Retweet : 146
MentionsInRetweet : 363
Mentions : 264
Replies to : 12
Tweet : 8
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0519230769230769
Reciprocated Edge Ratio : 0.0987202925045704
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 244
Maximum Edges in a Connected Component : 791
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.18835
Graph Density : 0.00907582545213207
Modularity : 0.527082
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 246 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, 03 June 2021 at 16:08 UTC.

The requested start date was Thursday, 03 June 2021 at 00:01 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, 4-hour, 10-minute period from Thursday, 20 May 2021 at 16:22 UTC to Wednesday, 02 June 2021 at 20:33 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:
[7] https://democracyfund.org/idea/democracy-fund-statement-on-the-university-of-north-carolina-board-of-trustees-decision-to-deny-tenure-to-nikole-hannah-jones/
[5] https://effectivegov.uchicago.edu/events/bureaucratic-resistance-to-autocratic-ambitions
[3] https://democracyfund.org/idea/pursuing-diversity-and-representation-among-local-election-officials/
[2] https://www.voterstudygroup.org/nationscape
[2] https://www.route-fifty.com/finance/2021/05/local-governments-look-resident-input-guide-how-federal-aid-spent/174330/
[2] https://twitter.com/DemocracyFund/status/1397225958877302788
[1] https://www.stimulatingconversation.org/events
[1] https://twitter.com/bjrottinghaus/status/1399079752774918146
[1] https://democracyfund.org/idea/increasing-trust-in-elections-democracy-funds-election-validation-project/
[1] https://electionline.org/wp-content/uploads/2019/05/2019_RLA_Part1_vFINAL.pdf

Top URLs in Tweet in G1:
[3] https://democracyfund.org/idea/democracy-fund-statement-on-the-university-of-north-carolina-board-of-trustees-decision-to-deny-tenure-to-nikole-hannah-jones/
[2] https://www.voterstudygroup.org/nationscape
[1] https://www.solidaritystories.org/
[1] https://mailchi.mp/borealisphilanthropy/racialequityjournalismgrants-2021
[1] https://democracyfund.org/idea/pursuing-diversity-and-representation-among-local-election-officials/
[1] https://effectivegov.uchicago.edu/events/bureaucratic-resistance-to-autocratic-ambitions
[1] https://twitter.com/MediaFunders/status/1399775935835082762
[1] https://twitter.com/knightfdn/status/1367154087834320907
[1] https://knightfoundation.org/articles/a-new-tool-to-measure-the-health-of-local-news-ecosystems/
[1] https://twitter.com/larryryckman/status/1389248166382292995

Top URLs in Tweet in G2:
[2] https://democracyfund.org/idea/democracy-fund-statement-on-the-university-of-north-carolina-board-of-trustees-decision-to-deny-tenure-to-nikole-hannah-jones/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Flionpublishers.com%2F5-tips-for-choosing-a-fiscal-sponsor-for-your-newsroom-99019f7f100
[1] https://checkout.fundjournalism.org/memberform?org_id=reportforamerica&campaign=7015G000001Z0dC&theme=New+York+Amsterdam+News&installmentPeriod=once
[1] https://twitter.com/DemocracyFund/status/1397225958877302788
[1] https://twitter.com/gteresa/status/1395462268687691787

Top URLs in Tweet in G3:
[4] https://effectivegov.uchicago.edu/events/bureaucratic-resistance-to-autocratic-ambitions

Top URLs in Tweet in G4:
[1] https://twitter.com/marceelias/status/1393591292878336002

Top URLs in Tweet in G5:
[1] https://twitter.com/bjrottinghaus/status/1399079752774918146
[1] https://democracyfund.org/idea/increasing-trust-in-elections-democracy-funds-election-validation-project/
[1] https://electionline.org/wp-content/uploads/2019/05/2019_RLA_Part1_vFINAL.pdf
[1] https://twitter.com/cspanwj/status/1397659305382268929
[1] https://twitter.com/DemocracyFund/status/1395450512095551490
[1] https://democracyfund.org/idea/pursuing-diversity-and-representation-among-local-election-officials/
[1] https://electionline.org/electionline-weekly/2021/05-20/
[1] https://electionline.org/electionline-weekly/?utm_medium=email&utm_campaign=May%2020%202021&utm_content=May%2020%202021+CID_5d57cd1046ec2a1f386820f0eb648b80&utm_source=Campaign%20Monitor&utm_term=Read%20More#tab-1
[1] https://www.eac.gov/election-officials/language-access
[1] https://twitter.com/aztammyp/status/1395440222134063106

Top URLs in Tweet in G6:
[1] https://www.democracyclassroom.com/

Top URLs in Tweet in G7:
[2] https://www.route-fifty.com/finance/2021/05/local-governments-look-resident-input-guide-how-federal-aid-spent/174330/
[1] https://www.axios.com/denver-community-input-stimulus-spending-d2e8eb36-c21e-4f02-a502-caeddf3f664e.html?utm_campaign=organic&utm_medium=socialshare&utm_source=twitter

Top URLs in Tweet in G8:
[1] https://www.stimulatingconversation.org/events

Top URLs in Tweet in G9:
[1] https://democracyfund.org/idea/democracy-fund-statement-on-the-university-of-north-carolina-board-of-trustees-decision-to-deny-tenure-to-nikole-hannah-jones/

Top Domains
Top Domains in Tweet in Entire Graph:
[12] twitter.com
[11] democracyfund.org
[5] uchicago.edu
[3] electionline.org
[2] voterstudygroup.org
[2] route-fifty.com
[1] stimulatingconversation.org
[1] eac.gov
[1] medium.com
[1] axios.com

Top Domains in Tweet in G1:
[5] twitter.com
[4] democracyfund.org
[2] voterstudygroup.org
[1] solidaritystories.org
[1] mailchi.mp
[1] uchicago.edu
[1] knightfoundation.org
[1] hopin.com
[1] newhavenindependent.org

Top Domains in Tweet in G2:
[2] democracyfund.org
[2] twitter.com
[1] medium.com
[1] fundjournalism.org

Top Domains in Tweet in G3:
[4] uchicago.edu

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[4] twitter.com
[3] electionline.org
[2] democracyfund.org
[1] eac.gov

Top Domains in Tweet in G6:
[1] democracyclassroom.com

Top Domains in Tweet in G7:
[2] route-fifty.com
[1] axios.com

Top Domains in Tweet in G8:
[1] stimulatingconversation.org

Top Domains in Tweet in G9:
[1] democracyfund.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] cjs2021
[5] elections
[4] democracy
[4] postelection
[2] nationscape
[2] lds
[2] mormon
[2] electionscience
[2] languageaccessibility
[2] phillynews



Top Hashtags in Tweet in G1:
[2] nationscape
[2] lds
[2] mormon
[2] leosurvey
[2] phillynews
[2] phillymedia
[2] lms21
[1] kmf21

Top Hashtags in Tweet in G2:
[7] cjs2021

Top Hashtags in Tweet in G5:
[3] elections
[2] electionscience
[2] languageaccessibility

Top Hashtags in Tweet in G6:
[4] democracy
[4] postelection
[2] elections

Top Hashtags in Tweet in G7:
[1] arpa
[1] co

Top Hashtags in Tweet in G9:
[1] electionsos

Top Words
Top Words in Tweet in Entire Graph:
[97] democracyfund
[51] work
[51] journalism
[51] nikole
[51] hannah
[45] nc
[43] jones
[37] funded
[37] ida
[37] wells

Top Words in Tweet in G1:
[37] democracyfund
[17] news
[15] decision
[13] university
[13] north
[13] carolina
[13] board
[13] trustees
[13] reverse
[13] tenure

Top Words in Tweet in G2:
[44] nc
[39] nikole
[39] hannah
[39] jones
[38] journalism
[37] work
[36] funded
[36] ida
[36] wells
[36] society

Top Words in Tweet in G3:
[21] uchicagoceg
[21] raugpott
[21] uva
[21] jennifer_nou
[21] uchicagolaw
[15] democracyfund
[15] join
[12] davidlewisvu
[12] bureaucracy
[10] discuss

Top Words in Tweet in G4:
[2] potus
[2] vp
[2] joebiden
[2] kamalaharris
[2] drbiden
[2] douglasemhoff
[2] thedemocrats
[2] senatedems
[2] housedemocrats
[2] demgovs

Top Words in Tweet in G5:
[14] democracyfund
[12] gronke
[12] electionline
[10] leo
[10] survey
[10] work
[10] paulonabike
[8] more
[8] latest
[7] aztammyp

Top Words in Tweet in G6:
[17] democracyroom
[16] debrief
[14] democracyfund
[13] erscymru
[13] election
[10] collaboration
[8] wrap
[8] thank
[8] much
[6] excited

Top Words in Tweet in G7:
[6] loreleikelly
[6] attn
[5] denver
[5] city
[5] set
[5] shared
[5] methods
[5] designate
[5] priorities
[5] spending

Top Words in Tweet in G8:
[2] exploring
[2] questions
[2] design
[2] citizen
[2] engagement
[2] ukassemblies
[2] citizenlabco
[2] ctzndiscourse

Top Words in Tweet in G9:
[8] thedas
[8] call
[8] unc
[8] university
[8] north
[8] carolina
[8] board
[8] trustees
[8] reverse
[8] decision

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] nikole,hannah
[43] hannah,jones
[37] funded,nikole
[37] jones,work
[37] work,ida
[37] ida,wells
[37] wells,society
[37] society,2017
[37] 2017,deeply
[37] deeply,invested

Top Word Pairs in Tweet in G1:
[13] university,north
[13] north,carolina
[13] carolina,board
[13] board,trustees
[13] trustees,reverse
[13] reverse,decision
[13] news,orgs
[12] urge,university
[12] decision,immediately
[12] immediately,grant

Top Word Pairs in Tweet in G2:
[39] nikole,hannah
[39] hannah,jones
[36] funded,nikole
[36] jones,work
[36] work,ida
[36] ida,wells
[36] wells,society
[36] society,2017
[36] 2017,deeply
[36] deeply,invested

Top Word Pairs in Tweet in G3:
[21] raugpott,uva
[21] uva,jennifer_nou
[21] jennifer_nou,uchicagolaw
[15] join,raugpott
[12] uchicagolaw,davidlewisvu
[10] davidlewisvu,vanderbiltu
[10] vanderbiltu,rudymehrbani
[10] rudymehrbani,democracyfund
[9] rules,practices
[9] practices,guard

Top Word Pairs in Tweet in G4:
[2] potus,vp
[2] vp,joebiden
[2] joebiden,kamalaharris
[2] kamalaharris,drbiden
[2] drbiden,douglasemhoff
[2] douglasemhoff,thedemocrats
[2] thedemocrats,senatedems
[2] senatedems,housedemocrats
[2] housedemocrats,demgovs
[2] demgovs,demmayors

Top Word Pairs in Tweet in G5:
[10] leo,survey
[9] gronke,paulonabike
[6] pt,icymi
[6] icymi,today's
[6] today's,electionline
[6] electionline,weekly
[6] weekly,release
[6] release,leo
[6] survey,findings
[6] findings,more

Top Word Pairs in Tweet in G6:
[13] erscymru,democracyfund
[12] election,debrief
[10] collaboration,erscymru
[8] wrap,election
[8] debrief,collaboration
[8] democracyfund,thank
[8] thank,much
[7] democracyroom,wrap
[6] experiences,delivering
[6] delivering,projects

Top Word Pairs in Tweet in G7:
[5] denver,city
[5] city,set
[5] set,shared
[5] shared,methods
[5] methods,designate
[5] designate,priorities
[5] priorities,spending
[5] spending,stimulus
[5] stimulus,attn
[5] attn,citizensfndn

Top Word Pairs in Tweet in G8:
[2] exploring,questions
[2] questions,design
[2] design,citizen
[2] citizen,engagement
[2] engagement,ukassemblies
[2] ukassemblies,citizenlabco
[2] citizenlabco,ctzndiscourse

Top Word Pairs in Tweet in G9:
[8] call,unc
[8] unc,university
[8] university,north
[8] north,carolina
[8] carolina,board
[8] board,trustees
[8] trustees,reverse
[8] reverse,decision
[8] decision,deny
[8] deny,nhannahjones

Top Replied-To
Top Replied-To in Entire Graph:
@democracyroom
@thegirldreams
@loreleikelly
@democracyfund
@uchicagoceg
@mathieugallard
@nhannahjones
@lacanmunist
@joshscacco
@electionline

Top Replied-To in G1:
@democracyfund
@nhannahjones
@lacanmunist
@joshscacco
@stewartrebeccal

Top Replied-To in G3:
@uchicagoceg

Top Replied-To in G5:
@electionline

Top Replied-To in G6:
@democracyroom
@thegirldreams

Top Replied-To in G7:
@loreleikelly

Top Replied-To in G10:
@mathieugallard

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@jcstearns
@uchicagoceg
@raugpott
@uva
@jennifer_nou
@uchicagolaw
@democracyroom
@erscymru
@gronke

Top Mentioned in G1:
@democracyfund
@googlenewsinit
@knightfdn
@angelique1971
@macfound
@unc
@reedcollege
@waltshaub
@fieldfoundation
@the_ntln

Top Mentioned in G2:
@jcstearns
@gteresa
@democracyfund
@democ
@lmariahtrusty
@nyamnews

Top Mentioned in G3:
@raugpott
@uva
@jennifer_nou
@uchicagolaw
@uchicagoceg
@democracyfund
@davidlewisvu
@vanderbiltu
@rudymehrbani
@uchicago

Top Mentioned in G4:
@potus
@vp
@joebiden
@kamalaharris
@drbiden
@douglasemhoff
@thedemocrats
@senatedems
@housedemocrats
@demgovs

Top Mentioned in G5:
@democracyfund
@gronke
@electionline
@paulonabike
@aztammyp
@j
@early_vote
@jaylee_tx
@creek_lovesdata
@adamambrogi

Top Mentioned in G6:
@democracyroom
@democracyfund
@erscymru
@eystwales
@ryvwales
@urdd
@childcomwales
@marzenazukowska
@scotrefcouncil
@_i_have_a_voice

Top Mentioned in G7:
@loreleikelly
@citizensfndn
@thegovlab
@popv
@routefifty
@beeckcenter
@democracyfund
@legidash
@brdgallianceus
@ncdd

Top Mentioned in G8:
@ukassemblies
@citizenlabco
@ctzndiscourse
@sharingdialogue
@llthingscitizen
@demsoc
@democracyfund
@delibdemjournal
@democracyfdn

Top Mentioned in G9:
@thedas
@unc
@nhannahjones
@democracyfund

Top Mentioned in G10:
@democracyfund
@mic_global

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@yayayarndiva
@valsadie
@toniragusa
@ghostdansing
@susanamnk
@bregmanps
@paprikapink
@electionbabe
@4seasonspix

Top Tweeters in G1:
@threadreaderapp
@valsadie
@toniragusa
@jeffjarvis
@avivajazz
@craignewmark
@pvdork
@nixonron
@knightfdn
@tracybaimwcmg

Top Tweeters in G2:
@bregmanps
@paprikapink
@mediagazerchat
@sondracosgrove
@mkramer
@saleemkhan
@jcstearns
@shannonmattern
@danagavin1895
@carliep

Top Tweeters in G3:
@susanamnk
@brennancenter
@uva
@pogowatchdog
@j_a_goodwin
@uchicago
@vanderbiltu
@uchicagolaw
@harrispolicy
@billresh

Top Tweeters in G4:
@4seasonspix
@rexdoctor
@thedemocrats
@senatedems
@demgovs
@dccc
@rbreich
@housedemocrats
@kamalaharris
@oprah

Top Tweeters in G5:
@electionbabe
@rickhasen
@cspanwj
@aztammyp
@paulonabike
@adamambrogi
@eacgov
@gronke
@michelleshafer
@securedemocracy

Top Tweeters in G6:
@acarpendigital
@charlotte_cymru
@shoutout_uk
@scotrefcouncil
@childcomwales
@eystwales
@urdd
@erscymru
@thegirldreams
@rachel_benson4

Top Tweeters in G7:
@ghostdansing
@codeforpdx
@arthursmid
@routefifty
@popvox
@ncdd
@thegovlab
@loreleikelly
@nehlsie
@appropsdems

Top Tweeters in G8:
@demsoc
@llthingscitizen
@demsabroad
@demsabroadbe
@demsabroadde
@citizenlabco
@ukassemblies
@ukdemocracy_
@delibdemjournal
@ctzndiscourse

Top Tweeters in G9:
@yayayarndiva
@adviserdavid
@unc
@vincedaily
@ash_detroit
@rtburg
@wearehearken
@nhannahjones
@thedas
@tonybowen87

Top Tweeters in G10:
@mathieugallard
@mic_global
@godelief9


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