democracyfund , Twitter, 6/10/2021 6:41:51 PM, 256619


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democracyfund _2021-06-10_09-08-18.xlsx
democracyfund _2021-06-10_09-08-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3cABdyy
@democracyfund
@chriskromm
@sharingdialogue
@mollydeaguiar
@maxresnik
@loreleikelly
@jcstearns
@kevinloker
@sarahalvarezmi
@milvetprodivers

Top hashtags:
#elections
#postelection
#inndays21
#lms21
#meetthefunders

Description:
Description
The graph represents a network of 159 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, 10 June 2021 at 16:08 UTC.

The requested start date was Thursday, 10 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, 5-hour, 21-minute period from Thursday, 27 May 2021 at 12:16 UTC to Wednesday, 09 June 2021 at 17:37 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 : 159
Unique Edges : 272
Edges With Duplicates : 164
Total Edges : 436
Number of Edge Types : 5
Retweet : 69
MentionsInRetweet : 194
Mentions : 159
Replies to : 7
Tweet : 7
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 152
Maximum Edges in a Connected Component : 426
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.143141
Graph Density : 0.0135339543030014
Modularity : 0.567905
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 159 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, 10 June 2021 at 16:08 UTC.

The requested start date was Thursday, 10 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, 5-hour, 21-minute period from Thursday, 27 May 2021 at 12:16 UTC to Wednesday, 09 June 2021 at 17:37 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:
[10] https://ecosystems.democracyfund.org/how-local-news-research-can-be-an-investment-in-community/
[3] https://www.un.org/democracyfund/news/meta-evaluation-shows-undef-had-clear-advantage-tunisia
[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/
[1] https://localnewslab.org/chicago/
[1] https://inn.org/about/our-work/inn-days/
[1] https://ecosystems.democracyfund.org/
[1] https://ecosystems.democracyfund.org/colorado-investing-in-the-future/
[1] https://democracyfund.org/idea/democracy-tbd-how-do-we-plan-for-unpredictable-futures/
[1] https://twitter.com/aaja/status/1399380157769535489

Top URLs in Tweet in G1:
[2] https://ecosystems.democracyfund.org/how-local-news-research-can-be-an-investment-in-community/
[2] https://www.voterstudygroup.org/nationscape
[1] https://mailchi.mp/borealisphilanthropy/racialequityjournalismgrants-2021
[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/
[1] https://democracyfund.org/wp-content/uploads/2020/10/NII-REPORT-10.08.2020.pdf
[1] https://twitter.com/victorerikray/status/1399097870427566081

Top URLs in Tweet in G2:
[1] https://democracyfund.org/idea/democracy-tbd-how-do-we-plan-for-unpredictable-futures/
[1] https://twitter.com/aaja/status/1399380157769535489
[1] https://ecosystems.democracyfund.org/how-local-news-research-can-be-an-investment-in-community/

Top URLs in Tweet in G5:
[6] https://ecosystems.democracyfund.org/how-local-news-research-can-be-an-investment-in-community/
[1] https://ecosystems.democracyfund.org/

Top URLs in Tweet in G6:
[1] https://twitter.com/MediaFunders/status/1399775935835082762
[1] https://localnewslab.org/chicago/
[1] https://ecosystems.democracyfund.org/colorado-investing-in-the-future/
[1] https://inn.org/about/our-work/inn-days/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Flionpublishers.com%2F5-tips-for-choosing-a-fiscal-sponsor-for-your-newsroom-99019f7f100

Top URLs in Tweet in G7:
[1] https://www.stimulatingconversation.org/events

Top URLs in Tweet in G8:
[1] https://twitter.com/bjrottinghaus/status/1399079752774918146
[1] https://www.eac.gov/election-officials/language-access
[1] https://twitter.com/aztammyp/status/1395440222134063106

Top URLs in Tweet in G9:
[2] https://www.route-fifty.com/finance/2021/05/local-governments-look-resident-input-guide-how-federal-aid-spent/174330/

Top URLs in Tweet in G10:
[1] https://democracyfund.org/idea/pursuing-diversity-and-representation-among-local-election-officials/
[1] https://democracyfund.org/idea/amplifying-the-perspectives-of-officials-at-the-front-lines-of-elections/
[1] https://ecosystems.democracyfund.org/how-local-news-research-can-be-an-investment-in-community/?utm_sq=grbcv1ig0z&utm_source=twitter&utm_medium=social&utm_campaign=spj-tweets&utm_content=articles
[1] https://ecosystems.democracyfund.org/how-local-news-research-can-be-an-investment-in-community/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] elections
[4] postelection
[3] inndays21
[2] lms21
[2] meetthefunders
[2] nationscape
[2] lds
[2] mormon
[2] electionscience
[2] languageaccessibility



Top Hashtags in Tweet in G1:
[2] nationscape
[2] lds
[2] mormon
[1] electionsos

Top Hashtags in Tweet in G4:
[4] postelection
[1] elections

Top Hashtags in Tweet in G6:
[3] inndays21
[2] lms21
[2] meetthefunders

Top Hashtags in Tweet in G8:
[3] elections
[2] electionscience
[2] languageaccessibility

Top Words
Top Words in Tweet in Entire Graph:
[72] democracyfund
[22] journalism
[17] community
[17] news
[16] listening
[16] pandemic
[15] local
[15] good
[15] election
[13] one

Top Words in Tweet in G1:
[21] democracyfund
[11] journalism
[8] objectivity
[7] report
[7] discussed
[7] myth
[7] wielded
[7] long
[7] story
[7] short

Top Words in Tweet in G2:
[13] gaps
[13] good
[12] proxy
[8] incredibly
[7] ve
[7] democracyfund
[6] found
[6] resource
[6] information
[6] very

Top Words in Tweet in G3:
[6] facingsouth
[6] brennancenter
[6] campaignlegal
[6] commoncausenc
[6] democracync
[6] disabilityrtsnc
[6] ncblackalliance
[6] scsj
[6] votersright
[5] chriskromm

Top Words in Tweet in G4:
[13] democracyroom
[12] democracyfund
[12] debrief
[11] erscymru
[9] election
[9] collaboration
[8] wrap
[8] thank
[8] much
[5] organisations

Top Words in Tweet in G5:
[11] community
[10] listening
[10] pandemic
[7] lessons
[7] fionamorgan
[6] democracyfund
[4] piece
[4] maxresnik
[4] very
[4] excited

Top Words in Tweet in G6:
[15] democracyfund
[5] gteresa
[5] news
[5] ecosystem
[4] local
[4] media
[4] story
[4] toolkit
[3] lenifaye
[3] solshe

Top Words in Tweet in G7:
[2] exploring
[2] questions
[2] design
[2] citizen
[2] engagement
[2] ukassemblies
[2] citizenlabco
[2] ctzndiscourse

Top Words in Tweet in G8:
[6] democracyfund
[4] gronke
[3] important
[3] work
[3] #elections
[3] space
[3] paulonabike
[3] jaylee_tx
[3] creek_lovesdata
[2] nice

Top Words in Tweet in G9:
[3] spent
[3] routefifty
[3] each
[2] loreleikelly
[2] local
[2] governments
[2] look
[2] resident
[2] input
[2] guide

Top Words in Tweet in G10:
[4] local
[2] more
[2] election
[2] officials
[2] investment
[2] news
[2] ecosystem
[2] assessments

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] good,proxy
[11] erscymru,democracyfund
[9] local,news
[9] report,democracyfund
[9] democracyfund,discussed
[9] discussed,myth
[9] myth,objectivity
[9] objectivity,wielded
[9] wielded,journalism
[9] journalism,long

Top Word Pairs in Tweet in G1:
[7] report,democracyfund
[7] democracyfund,discussed
[7] discussed,myth
[7] myth,objectivity
[7] objectivity,wielded
[7] wielded,journalism
[7] journalism,long
[7] long,story
[7] story,short
[6] mariontjohnson,report

Top Word Pairs in Tweet in G2:
[12] good,proxy
[6] ve,found
[6] found,resource
[6] resource,gaps
[6] gaps,incredibly
[6] incredibly,good
[6] proxy,information
[6] information,gaps
[6] gaps,very
[6] very,good

Top Word Pairs in Tweet in G3:
[6] facingsouth,brennancenter
[6] brennancenter,campaignlegal
[6] campaignlegal,commoncausenc
[6] commoncausenc,democracync
[6] democracync,disabilityrtsnc
[6] disabilityrtsnc,ncblackalliance
[6] ncblackalliance,scsj
[6] scsj,votersright
[5] chriskromm,facingsouth

Top Word Pairs in Tweet in G4:
[11] erscymru,democracyfund
[9] collaboration,erscymru
[8] wrap,election
[8] election,debrief
[8] debrief,collaboration
[8] democracyfund,thank
[8] thank,much
[7] democracyroom,wrap
[5] experiences,delivering
[5] delivering,projects

Top Word Pairs in Tweet in G5:
[7] community,listening
[4] very,excited
[4] excited,share
[4] share,community
[4] listening,lessons
[4] lessons,pandemic
[4] pandemic,along
[4] along,journalism
[4] journalism,heroes
[4] heroes,sarahalvarezmi

Top Word Pairs in Tweet in G6:
[4] local,news
[3] lenifaye,solshe
[3] solshe,wrote
[3] wrote,democracyfund
[3] democracyfund,2017
[3] 2017,chicago
[3] chicago,local
[3] news,information
[3] information,ecosystem
[3] ecosystem,pivotal

Top Word Pairs in Tweet in G7:
[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 G8:
[3] important,work
[3] work,#elections
[3] #elections,space
[3] space,gronke
[3] gronke,paulonabike
[3] paulonabike,jaylee_tx
[3] jaylee_tx,creek_lovesdata
[3] creek_lovesdata,democracyfund
[2] nice,study
[2] study,county

Top Word Pairs in Tweet in G9:
[2] local,governments
[2] governments,look
[2] look,resident
[2] resident,input
[2] input,guide
[2] guide,federal
[2] federal,aid
[2] aid,spent
[2] spent,routefifty
[2] beeckcenter,legidash

Top Word Pairs in Tweet in G10:
[2] local,election
[2] election,officials
[2] news,ecosystem
[2] ecosystem,assessments

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@democracyroom
@erscymru
@fionamorgan
@mariontjohnson
@brennancenter
@campaignlegal
@commoncausenc
@democracync
@disabilityrtsnc

Top Mentioned in G1:
@democracyfund
@mariontjohnson
@uchicago
@uchicagoceg
@fionamorgan
@localvoicesnet
@lpostcollective
@inn
@phd_unicorn
@benjaminknoll28

Top Mentioned in G2:
@democracyfund
@kevinloker
@jcstearns
@rispolimike
@freepress
@lizzyhazeltine
@ncnewsworks
@lizruedy
@beyondbroadcast
@mariontjohnson

Top Mentioned in G3:
@brennancenter
@campaignlegal
@commoncausenc
@democracync
@disabilityrtsnc
@ncblackalliance
@scsj
@votersright
@chriskromm
@facingsouth

Top Mentioned in G4:
@democracyroom
@democracyfund
@erscymru
@eystwales
@ryvwales
@urdd
@childcomwales
@marzenazukowska
@scotrefcouncil
@_i_have_a_voice

Top Mentioned in G5:
@fionamorgan
@democracyfund
@maxresnik
@sarahalvarezmi
@brizzyc
@media_outlier
@jesseahardman
@lpostcollective
@thelocalnewslab

Top Mentioned in G6:
@democracyfund
@gteresa
@macfound
@solshe
@angelique1971
@fieldfoundation
@co_mediaproject
@lenifaye
@mariontjohnson
@latmediasummit

Top Mentioned in G7:
@ukassemblies
@citizenlabco
@ctzndiscourse
@sharingdialogue
@llthingscitizen
@demsoc
@democracyfund
@delibdemjournal
@democracyfdn

Top Mentioned in G8:
@democracyfund
@gronke
@paulonabike
@jaylee_tx
@creek_lovesdata
@mitelectionlab
@eacgov
@michelleshafer
@fmgelections
@david_kuennen

Top Mentioned in G9:
@routefifty
@beeckcenter
@legidash
@brdgallianceus
@ncdd
@pacefunders
@democracyfund
@nehlsie
@loreleikelly

Top Tweeters
Top Tweeters in Entire Graph:
@valsadie
@toniragusa
@ghostdansing
@estherclimate
@cynnaael
@wtflanksteak
@demsoc
@acarpendigital
@jcstearns
@brizzyc

Top Tweeters in G1:
@valsadie
@toniragusa
@cynnaael
@wtflanksteak
@tracybaimwcmg
@victorerikray
@uchicago
@brandon_mckoy
@uchicagolaw
@benjaminknoll28

Top Tweeters in G2:
@jcstearns
@freepress
@nabj
@kevindgrant
@kevinloker
@aaja
@beyondbroadcast
@melaniesill
@mollydeaguiar
@meghanvandyk

Top Tweeters in G3:
@brennancenter
@billycorriher
@democracync
@scsj
@campaignlegal
@unite4democracy
@nclcv
@commoncausenc
@facingsouth
@protctdemocracy

Top Tweeters in G4:
@acarpendigital
@charlotte_cymru
@shoutout_uk
@scotrefcouncil
@childcomwales
@eystwales
@urdd
@erscymru
@thegirldreams
@andymycock1

Top Tweeters in G5:
@brizzyc
@ashleyalvarado
@thensim0nsaid
@engagingnews
@maxresnik
@jesseahardman
@fionamorgan
@journodesign
@sarahalvarezmi
@thelocalnewslab

Top Tweeters in G6:
@jkealing
@lenifaye
@macfound
@inn
@solshe
@gteresa
@anikaanand00
@fieldfoundation
@angelique1971
@co_mediaproject

Top Tweeters in G7:
@demsoc
@llthingscitizen
@demsabroad
@demsabroadbe
@demsabroadde
@citizenlabco
@ukassemblies
@ukdemocracy_
@delibdemjournal
@ctzndiscourse

Top Tweeters in G8:
@aztammyp
@paulonabike
@eacgov
@gronke
@michelleshafer
@fmgelections
@mitelectionlab
@david_kuennen
@jaylee_tx
@early_vote

Top Tweeters in G9:
@ghostdansing
@routefifty
@ncdd
@loreleikelly
@nehlsie
@beeckcenter
@pacefunders
@brdgallianceus
@legidash
@milvetprodivers

Top Tweeters in G10:
@newsalliance
@spj_tweets
@larryrjacobs
@davidalanlevine