democracyfund , Twitter, 11/18/2021 6:55:14 PM, 266585


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democracyfund _2021-11-18_09-08-18.xlsx
democracyfund _2021-11-18_09-08-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 18, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3oA0lLa
@democracyfund
@surdna_fndn
@fordfoundation
@macfound
@hannahsassaman
@gteresa
@apsiainfo
@ssrc_org
@account4all
@aztammyp

Top hashtags:
#justtech
#convocatoria
#project
#gambia
#accountability
#newsletter

Description:
Description
The graph represents a network of 625 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, 18 November 2021 at 17:09 UTC.

The requested start date was Thursday, 18 November 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, 8-hour, 14-minute period from Thursday, 04 November 2021 at 11:46 UTC to Wednesday, 17 November 2021 at 20:00 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 : 625
Unique Edges : 1846
Edges With Duplicates : 1358
Total Edges : 3204
Number of Edge Types : 5
Retweet : 538
MentionsInRetweet : 2291
Mentions : 319
Replies to : 45
Tweet : 11
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0107482430756511
Reciprocated Edge Ratio : 0.0212678936605317
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 574
Maximum Edges in a Connected Component : 3100
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.374149
Graph Density : 0.00626923076923077
Modularity : 0.230728
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 625 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, 18 November 2021 at 17:09 UTC.

The requested start date was Thursday, 18 November 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, 8-hour, 14-minute period from Thursday, 04 November 2021 at 11:46 UTC to Wednesday, 17 November 2021 at 20:00 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:
[7] https://un.org/democracyfund/
[4] https://www.un.org/democracyfund/content/call-project-proposals
[4] https://www.ssrc.org/just-tech-fellowship
[3] https://www.un.org/democracyfund/news/do-you-have-bright-idea-submit-it-undef-november-0
[3] https://www.un.org/democracyfund/useful-tips-and-lessons-learned-future-applicants
[2] https://www.philanthropy.com/article/local-foundations-need-strong-local-journalism-if-they-hope-to-advance-their-missions
[2] https://www.un.org/democracyfund/apply-for-funding
[2] https://twitter.com/ssrc_org/status/1458128469234225153
[2] https://www.macfound.org/press/grantee-news/holistic-fellowship-for-social-justice-research-in-tech
[2] https://twitter.com/DemocracyFund/status/1461002446604492805

Top URLs in Tweet in G1:
[2] https://www.philanthropy.com/article/local-foundations-need-strong-local-journalism-if-they-hope-to-advance-their-missions
[1] https://www.eventbrite.com/e/bipoc-community-media-development-summit-virtual-tickets-201418186217
[1] https://www.repdemocracy.org/
[1] https://www.nytimes.com/2021/11/09/arts/muslims-movie-database-disney-pillars.html
[1] https://carnegieendowment.org/2021/10/26/racial-reckoning-in-united-states-expanding-and-innovating-on-global-transitional-justice-experience-pub-85638
[1] https://www.ssrc.org/just-tech-fellowship
[1] https://democracyfund.org/wp-content/uploads/2020/06/2019_DF_AdvancingDEIinJournalism.pdf
[1] https://www.macfound.org/press/grantee-news/holistic-fellowship-for-social-justice-research-in-tech
[1] https://www.voterstudygroup.org/publication/racing-apart
[1] https://twitter.com/jpalfrey/status/1458194852697550852

Top URLs in Tweet in G2:
[1] https://www.macfound.org/press/grantee-news/holistic-fellowship-for-social-justice-research-in-tech
[1] https://www.ssrc.org/just-tech-fellowship
[1] https://knewz.com/

Top URLs in Tweet in G3:
[2] https://www.ssrc.org/just-tech-fellowship-faq
[1] https://twitter.com/ssrc_org/status/1458128469234225153
[1] https://www.ssrc.org/just-tech-fellowship
[1] https://www.ssrc.org/just-tech-fellowship-eoi
[1] https://www.ssrc.org/just-tech/acknowledgements
[1] https://www.ssrc.org/just-tech-mailing-list

Top URLs in Tweet in G4:
[2] https://twitter.com/DemocracyFund/status/1461002446604492805
[1] https://twitter.com/JournalismProj/status/1460996550247829506
[1] https://www.nccommunityfoundation.org/news/nc-local-news-lab-fund-awards-largest-round-of-grant-funding-to-date-with-new-nc-funding-partners
[1] https://localnewslab.org/chicago/
[1] https://democracyfund.org/what-we-do/public-square/ecosystem-news/
[1] https://www.lionpublishers.com/media-liability-insurance-for-lion-publishers-members/
[1] https://inn.org/resources/operations/insurance-assistance/
[1] https://democracyfund.org/what-we-do/public-square/press-freedom/
[1] https://twitter.com/amywestervelt/status/1456635897135259660
[1] https://localnewslab.org/wp-content/uploads/2019/05/Democracy-Fund_Chicago-Media-Ecosystem_final.pdf

Top URLs in Tweet in G5:
[1] https://www.ssrc.org/just-tech-fellowship

Top URLs in Tweet in G6:
[7] https://un.org/democracyfund/
[3] https://www.un.org/democracyfund/content/call-project-proposals
[2] https://www.un.org/democracyfund/useful-tips-and-lessons-learned-future-applicants
[2] https://www.un.org/democracyfund/apply-for-funding
[1] https://www.un.org/democracyfund/news/do-you-have-bright-idea-submit-it-undef-november-0

Top URLs in Tweet in G8:
[1] https://accountability.international/newsletter-sign-up/

Top URLs in Tweet in G9:
[2] https://democracyfund.org/idea/stewards-of-democracy-the-views-of-american-local-election-officials/
[2] https://medium.com/mit-election-lab/talking-elections-voter-education-fbfaba09becd
[2] https://twitter.com/aztammyp/status/1456400675789840386
[1] https://www.eventbrite.com/e/democracy-fund-language-access-for-voters-summit-registration-169522158339
[1] https://democracyfund.org/idea/knowing-its-right-limiting-the-risk-of-certifying-elections/
[1] https://twitter.com/EACgov/status/1456674240418230279

Top Domains
Top Domains in Tweet in Entire Graph:
[21] un.org
[15] twitter.com
[9] democracyfund.org
[9] ssrc.org
[2] eventbrite.com
[2] philanthropy.com
[2] localnewslab.org
[2] macfound.org
[2] medium.com
[1] nccommunityfoundation.org

Top Domains in Tweet in G1:
[3] twitter.com
[2] philanthropy.com
[1] eventbrite.com
[1] repdemocracy.org
[1] nytimes.com
[1] carnegieendowment.org
[1] ssrc.org
[1] democracyfund.org
[1] macfound.org
[1] voterstudygroup.org

Top Domains in Tweet in G2:
[1] macfound.org
[1] ssrc.org
[1] knewz.com

Top Domains in Tweet in G3:
[6] ssrc.org
[1] twitter.com

Top Domains in Tweet in G4:
[7] twitter.com
[4] democracyfund.org
[2] localnewslab.org
[1] nccommunityfoundation.org
[1] lionpublishers.com
[1] inn.org

Top Domains in Tweet in G5:
[1] ssrc.org

Top Domains in Tweet in G6:
[15] un.org

Top Domains in Tweet in G8:
[1] accountability.international

Top Domains in Tweet in G9:
[3] democracyfund.org
[3] twitter.com
[2] medium.com
[1] eventbrite.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[439] justtech
[13] convocatoria
[10] project
[7] gambia
[4] accountability
[4] newsletter
[4] callforproposals
[3] tchad
[3] konkurs
[3] un



Top Hashtags in Tweet in G1:
[193] justtech
[1] bipocmediasummit
[1] deib
[1] equityingovernance

Top Hashtags in Tweet in G2:
[136] justtech

Top Hashtags in Tweet in G3:
[107] justtech

Top Hashtags in Tweet in G4:
[1] mediaandstorytelling

Top Hashtags in Tweet in G5:
[1] justtech

Top Hashtags in Tweet in G6:
[13] convocatoria
[10] project
[7] gambia
[4] callforproposals
[2] sdg16
[2] osd
[2] méxico

Top Hashtags in Tweet in G7:
[1] justtech
[1] crowdlaw

Top Hashtags in Tweet in G8:
[4] accountability
[4] newsletter
[1] account4all
[1] justtech

Top Hashtags in Tweet in G9:
[3] voter
[3] electionofficial

Top Words
Top Words in Tweet in Entire Graph:
[504] democracyfund
[464] fordfoundation
[463] surdna_fndn
[441] support
[441] macfound
[439] #justtech
[386] thrilled
[386] announce
[281] fellow
[197] ssrc_org

Top Words in Tweet in G1:
[208] democracyfund
[195] fordfoundation
[195] surdna_fndn
[193] #justtech
[174] macfound
[170] support
[161] ssrc_org
[157] thrilled
[157] announce
[154] fellow

Top Words in Tweet in G2:
[148] fordfoundation
[148] surdna_fndn
[148] democracyfund
[146] macfound
[136] #justtech
[135] support
[133] thrilled
[133] announce
[111] bostonjoan
[99] fell

Top Words in Tweet in G3:
[113] fordfoundation
[113] macfound
[113] democracyfund
[112] surdna_fndn
[107] #justtech
[103] ssrc_mtp
[98] support
[94] thrilled
[94] announce
[93] fellow

Top Words in Tweet in G4:
[26] gteresa
[18] democracyfund
[17] news
[16] media
[14] many
[12] journalism
[12] more
[11] local
[10] dogwoodwnc
[10] join

Top Words in Tweet in G5:
[33] hannahsassaman
[30] excited
[30] advise
[30] shape
[30] fellowship
[30] 2yr
[30] full
[30] time
[30] 100k
[30] yr

Top Words in Tweet in G6:
[27] undemocracyfund
[17] 2021
[14] civil
[14] society
[14] organisation
[13] #convocatoria
[13] abierta
[13] fondo
[13] naciones
[13] unidas

Top Words in Tweet in G7:
[4] democracyfund
[3] excited
[3] instead
[3] three
[3] inside
[3] beltway
[3] witnesses
[3] thegovlab
[3] welcome
[3] 35

Top Words in Tweet in G8:
[4] feeling
[4] frustrated
[4] #accountability
[4] right
[4] subscribe
[4] #newsletter
[4] join
[4] accountability
[4] people
[3] account4all

Top Words in Tweet in G9:
[6] see
[5] aztammyp
[3] #voter
[3] education
[3] outreach
[3] critical
[3] components
[3] huge
[3] job
[3] #electionofficial

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[455] surdna_fndn,democracyfund
[436] fordfoundation,macfound
[427] macfound,surdna_fndn
[386] support,fordfoundation
[386] democracyfund,thrilled
[386] thrilled,announce
[386] announce,#justtech
[280] #justtech,fellow
[187] ssrc_org,support
[103] bostonjoan,support

Top Word Pairs in Tweet in G1:
[188] surdna_fndn,democracyfund
[171] fordfoundation,macfound
[164] macfound,surdna_fndn
[157] support,fordfoundation
[157] democracyfund,thrilled
[157] thrilled,announce
[157] announce,#justtech
[153] #justtech,fellow
[152] ssrc_org,support
[37] #justtech,fellowship

Top Word Pairs in Tweet in G2:
[147] surdna_fndn,democracyfund
[145] fordfoundation,macfound
[144] macfound,surdna_fndn
[133] support,fordfoundation
[133] democracyfund,thrilled
[133] thrilled,announce
[133] announce,#justtech
[99] bostonjoan,support
[99] #justtech,fell
[33] #justtech,fellow

Top Word Pairs in Tweet in G3:
[112] fordfoundation,macfound
[112] surdna_fndn,democracyfund
[111] macfound,surdna_fndn
[94] support,fordfoundation
[94] democracyfund,thrilled
[94] thrilled,announce
[94] announce,#justtech
[93] #justtech,fellow
[91] ssrc_mtp,support
[12] ssrc_mtp,fordfoundation

Top Word Pairs in Tweet in G4:
[10] gteresa,many
[9] many,newsrooms
[9] newsrooms,freelancers
[9] freelancers,affordable
[9] affordable,media
[9] media,insurance
[9] insurance,thankfully
[9] thankfully,organizations
[9] organizations,lionpubs
[7] more,exciting

Top Word Pairs in Tweet in G5:
[30] excited,advise
[30] advise,shape
[30] shape,fellowship
[30] fellowship,2yr
[30] 2yr,full
[30] full,time
[30] time,100k
[30] 100k,yr
[30] yr,support
[30] support,leadership

Top Word Pairs in Tweet in G6:
[14] civil,society
[13] #convocatoria,abierta
[13] abierta,2021
[13] 2021,fondo
[13] fondo,naciones
[13] naciones,unidas
[13] unidas,democracia
[13] democracia,undemocracyfund
[13] undemocracyfund,financiar
[13] financiar,nuevos

Top Word Pairs in Tweet in G7:
[3] excited,instead
[3] instead,three
[3] three,inside
[3] inside,beltway
[3] beltway,witnesses
[3] witnesses,thegovlab
[3] thegovlab,democracyfund
[3] democracyfund,welcome
[3] welcome,35
[3] 35,donberwick

Top Word Pairs in Tweet in G8:
[4] feeling,frustrated
[4] frustrated,#accountability
[4] #accountability,right
[4] right,subscribe
[4] subscribe,#newsletter
[4] #newsletter,join
[4] join,accountability
[4] accountability,people
[3] account4all,feeling

Top Word Pairs in Tweet in G9:
[3] #voter,education
[3] education,outreach
[3] outreach,critical
[3] critical,components
[3] components,huge
[3] huge,job
[3] job,#electionofficial
[3] #electionofficial,aztammyp
[3] good,assessment
[3] assessment,state

Top Replied-To
Top Replied-To in Entire Graph:
@bostonjoan
@gteresa
@ssrc_org
@fordfoundation
@hannahsassaman
@ssrc_mtp
@jpalfrey
@lychee_fan
@tugbabasaranakm
@iomchad

Top Replied-To in G1:
@ssrc_org
@lychee_fan
@jpalfrey
@tugbabasaranakm

Top Replied-To in G2:
@bostonjoan
@lzxdc
@akhmxt

Top Replied-To in G3:
@fordfoundation
@ssrc_mtp
@mariahqueiroz

Top Replied-To in G4:
@gteresa
@lenifaye

Top Replied-To in G5:
@hannahsassaman

Top Replied-To in G6:
@undemocracyfund

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@surdna_fndn
@fordfoundation
@macfound
@ssrc_org
@bostonjoan
@ssrc_mtp
@hannahsassaman
@undemocracyfund
@gteresa

Top Mentioned in G1:
@democracyfund
@fordfoundation
@surdna_fndn
@ssrc_org
@macfound
@jpalfrey
@alexreevegivens
@inn
@ashleyquarcoo
@hewlett_found

Top Mentioned in G2:
@fordfoundation
@surdna_fndn
@democracyfund
@macfound
@bostonjoan
@ssrc_org
@jpalfrey
@sjstrandberg
@shwangsnarayan
@ssrc_mtp

Top Mentioned in G3:
@macfound
@democracyfund
@surdna_fndn
@fordfoundation
@ssrc_mtp
@ssrc_org
@techpolicysipa
@research_sis
@csetgeorgetown
@csint_au

Top Mentioned in G4:
@gteresa
@democracyfund
@dogwoodwnc
@zsrfoundation
@katebreynolds
@bcbsncfound
@lionpubs
@solshe
@lenifaye
@pattypslutsky

Top Mentioned in G5:
@hannahsassaman
@fordfoundation
@macfound
@surdna_fndn
@democracyfund
@drdesmondpatton
@csep1
@e_hildt
@cdparra
@benpalmquist

Top Mentioned in G6:
@undemocracyfund
@cinumexico
@pmc_un
@onumx
@cansouthsudan

Top Mentioned in G7:
@democracyfund
@thegovlab
@donberwick
@bethnoveck
@davids
@bostonjoan
@fordfoundation
@macfound
@surdna_fndn
@davidschoenbrod

Top Mentioned in G8:
@account4all
@democracyfund
@bigifngo
@atjlf_
@kaleidoscope_t
@sradolescence
@mphuramatlapeng
@far_uganda
@happyrights
@ssrc_org

Top Mentioned in G9:
@aztammyp
@eacgov
@liamerivaki
@mara_suttmann
@adamambrogi
@democracyfund
@votinggeek
@electionsvoting

Top Mentioned in G10:
@jtemplejrnalist
@co_mediaproject
@uofdenver
@rcfdenver
@coreyhutchins
@colabnewsco
@democracyfund

Top Tweeters
Top Tweeters in Entire Graph:
@redboybroken
@avonan
@gyggy
@blackamazon
@dropoutnation
@liclinareyes
@moniquedhooghe
@proglocommons
@bbcworld
@unetomaterouge

Top Tweeters in G1:
@gyggy
@moniquedhooghe
@proglocommons
@unetomaterouge
@robinhadley1
@wolven
@codeforpdx
@claudiakincaid
@cathyndavidson
@seunonigbinde

Top Tweeters in G2:
@redboybroken
@avonan
@blackamazon
@woobietuesday
@hardlynormal
@margymaclibrary
@morselya
@m_older
@craignewmark
@ecmadtown

Top Tweeters in G3:
@dropoutnation
@sunil_abraham
@samswey
@railpony
@tnofuentes
@terenehidia
@xolotl
@gandalfdablac
@antjackson305
@geminiimatt

Top Tweeters in G4:
@poynter
@jcstearns
@knightfdn
@jkealing
@rsm
@ckrewson
@pottsmark
@lenifaye
@lionpubs
@lollybowean

Top Tweeters in G5:
@abatemanhouse
@sanjanah
@justmaybechris
@jennaudrey
@ciciadams_
@chris_radcliff
@pomerantz
@ruthstarkman
@ruchowdh
@drdesmondpatton

Top Tweeters in G6:
@liclinareyes
@armando49146037
@tujadili
@vichugperez1
@cinumexico
@delinfor
@alberto__roma
@luaaa_alva
@elabuelokraken
@onumx

Top Tweeters in G7:
@rrichard09
@marcidale
@thegovlab
@bethnoveck
@mollyereynolds
@congressfdn
@susanedudley
@modernizecmte
@davids
@donberwick

Top Tweeters in G8:
@happyrights
@mphuramatlapeng
@account4all
@kaleidoscope_t
@bigifngo
@shermothopeng
@far_uganda
@sradolescence
@atjlf_

Top Tweeters in G9:
@aztammyp
@adamambrogi
@eacgov
@tinalbarton
@mara_suttmann
@votinggeek
@liamerivaki
@electionsvoting

Top Tweeters in G10:
@coreyhutchins
@jholston
@colabnewsco
@uofdenver
@jtemplejrnalist
@co_mediaproject
@rcfdenver


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