democracyfund , Twitter, 9/23/2021 11:15:38 PM, 262709


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democracyfund _2021-09-23_09-08-17.xlsx
democracyfund _2021-09-23_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 23, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3lQFEJG
@democracyfund
@unsilencedorg
@urisa
@thegovlab
@deepakrishi0
@ihrdafrica
@missionprtnrs
@gteresa
@alexkarner
@fordfoundation

Top hashtags:
#20yearssince
#internationaldayofdemocracy
#humanrightsfacts
#humanrights

Description:
Description
The graph represents a network of 176 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 September 2021 at 16:08 UTC.

The requested start date was Thursday, 23 September 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, 7-hour, 15-minute period from Thursday, 09 September 2021 at 13:49 UTC to Wednesday, 22 September 2021 at 21:04 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 : 176
Unique Edges : 212
Edges With Duplicates : 268
Total Edges : 480
Number of Edge Types : 5
Retweet : 76
MentionsInRetweet : 184
Mentions : 202
Replies to : 11
Tweet : 7
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0367892976588629
Reciprocated Edge Ratio : 0.0709677419354839
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 166
Maximum Edges in a Connected Component : 464
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.173328
Graph Density : 0.0100649350649351
Modularity : 0.492119
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 176 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 September 2021 at 16:08 UTC.

The requested start date was Thursday, 23 September 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, 7-hour, 15-minute period from Thursday, 09 September 2021 at 13:49 UTC to Wednesday, 22 September 2021 at 21:04 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://www.proteusfund.org/supporting-bamemsa-communities-a-call-to-action/
[4] https://democracyfund.applytojob.com/apply/5y9mQMjyhm/Program-Associate-Digital-Democracy-Initiative
[2] https://democracyfund.org/idea/how-journalism-funders-can-move-past-the-pipeline-myth/
[2] https://democracyfund.applytojob.com/apply
[2] https://democracyfund.applytojob.com/apply/Z6I449zAnI/Associate-Director-Just-And-Inclusive-Society
[2] https://democracyfund.applytojob.com/apply/EPNNvrmdvL/Senior-Associate-Digital-Democracy-Initiative%E2%80%A6
[2] https://democracyfund.applytojob.com/apply/EPNNvrmdvL/Senior-Associate-Digital-Democracy-Initiative
[2] https://www.un.org/democracyfund/file/8648
[2] https://twitter.com/jcstearns/status/1437472510564569094
[2] https://www.congressfoundation.org/projects/communicating-with-congress/rebuilding-democratic-dialogue

Top URLs in Tweet in G1:
[2] https://democracyfund.applytojob.com/apply
[2] https://democracyfund.applytojob.com/apply/EPNNvrmdvL/Senior-Associate-Digital-Democracy-Initiative%E2%80%A6
[2] https://democracyfund.applytojob.com/apply/5y9mQMjyhm/Program-Associate-Digital-Democracy-Initiative
[2] https://twitter.com/jcstearns/status/1437472510564569094
[1] https://www.washingtonpost.com/opinions/2021/09/12/biden-must-hold-government-accountable-starting-with-his-own/
[1] https://democracyfund.org/idea/a-call-for-funders-on-9-11-invest-in-black-african-arab-middle-eastern-muslim-and-south-asian-communities/
[1] https://democracyfund.org/idea/envisioning-a-just-and-open-digital-democracy-expanding-our-commitment-to-platform-accountability/
[1] https://www.nytimes.com/interactive/2021/09/08/opinion/republicans-democrats-parties
[1] https://democracyfund.applytojob.com/apply/Z6I449zAnI/Associate-Director-Just-And-Inclusive-Society
[1] https://democracyfund.applytojob.com/apply/EPNNvrmdvL/Senior-Associate-Digital-Democracy-Initiative

Top URLs in Tweet in G2:
[7] https://www.proteusfund.org/supporting-bamemsa-communities-a-call-to-action/
[1] https://democracyfund.org/idea/a-call-for-funders-on-9-11-invest-in-black-african-arab-middle-eastern-muslim-and-south-asian-communities/?fbclid=IwAR2Qi7dXrFv0k3uxdKTxF4yBT2_K48iEihFKAN_V5GPIljVqptG3VKpAoR0

Top URLs in Tweet in G4:
[2] https://democracyfund.applytojob.com/apply/5y9mQMjyhm/Program-Associate-Digital-Democracy-Initiative
[1] https://ecosystems.democracyfund.org/resources/
[1] https://ecosystems.democracyfund.org/act-on-what-youve-learned/
[1] https://democracyfund.applytojob.com/apply/EPNNvrmdvL/Senior-Associate-Digital-Democracy-Initiative
[1] https://democracyfund.applytojob.com/apply/Z6I449zAnI/Associate-Director-Just-And-Inclusive-Society
[1] https://democracyfund.applytojob.com/apply/BO5YMgh2Yp/Project-Associate-Just-And-Inclusive-Society
[1] https://tinyletter.com/localfix
[1] https://democracyfund.org
[1] https://funderscommittee.org/event/webinar-the-critical-roles-of-organizing-local-media-in-combating-mis-disinformation/

Top URLs in Tweet in G6:
[2] https://www.congressfoundation.org/projects/communicating-with-congress/rebuilding-democratic-dialogue

Top URLs in Tweet in G7:
[1] https://www.urisa.org/redistricting-guide

Top URLs in Tweet in G8:
[1] https://www.democracyfund.org/publications/stewards-of-democracy

Top URLs in Tweet in G9:
[1] https://www.un.org/democracyfund/file/8648

Top URLs in Tweet in G10:
[1] https://findingspress.org/article/24080-access-to-secure-ballot-drop-off-locations-in-texas

Top Domains
Top Domains in Tweet in Entire Graph:
[13] applytojob.com
[11] democracyfund.org
[7] proteusfund.org
[4] twitter.com
[2] un.org
[2] congressfoundation.org
[1] findingspress.org
[1] tinyletter.com
[1] urisa.org
[1] washingtonpost.com

Top Domains in Tweet in G1:
[8] applytojob.com
[4] democracyfund.org
[4] twitter.com
[1] washingtonpost.com
[1] nytimes.com
[1] pacefunders.org
[1] daybook.com

Top Domains in Tweet in G2:
[7] proteusfund.org
[1] democracyfund.org

Top Domains in Tweet in G4:
[5] applytojob.com
[3] democracyfund.org
[1] tinyletter.com
[1] funderscommittee.org

Top Domains in Tweet in G6:
[2] congressfoundation.org

Top Domains in Tweet in G7:
[1] urisa.org

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] 20yearssince
[13] internationaldayofdemocracy
[12] humanrightsfacts
[12] humanrights
[12] ihrda
[12] facts
[12] democracyday
[7] internationaldemocracyday2021
[7] covid19
[3] philanthropyjobs



Top Hashtags in Tweet in G1:
[3] philanthropyjobs
[1] voterstudygroup
[1] facebook
[1] civichealth
[1] internationaldayofdemocracy

Top Hashtags in Tweet in G2:
[16] 20yearssince

Top Hashtags in Tweet in G4:
[1] jobalert
[1] nclocal
[1] missionpartners

Top Hashtags in Tweet in G5:
[12] internationaldayofdemocracy
[12] humanrightsfacts
[12] humanrights
[12] ihrda
[12] facts
[12] democracyday
[1] achpr

Top Hashtags in Tweet in G6:
[2] crowdlaw
[1] webdesign
[1] localgovwire
[1] govtech

Top Hashtags in Tweet in G7:
[2] redistricting
[2] gis

Top Hashtags in Tweet in G8:
[3] election
[3] democracy
[1] leosurvey

Top Hashtags in Tweet in G9:
[7] internationaldemocracyday2021
[7] covid19
[1] leavenoonebehind

Top Words
Top Words in Tweet in Entire Graph:
[79] democracyfund
[38] democracy
[27] work
[23] 11
[22] fordfoundation
[22] read
[20] media
[19] funders
[17] rise2getherfund
[16] remember

Top Words in Tweet in G1:
[34] democracyfund
[21] democracy
[15] work
[12] social
[12] media
[12] opportunity
[12] four
[12] positions
[11] hiring
[11] focused

Top Words in Tweet in G2:
[21] 11
[20] fordfoundation
[19] democracyfund
[17] rise2getherfund
[16] remember
[16] #20yearssince
[13] opensociety
[13] along
[10] join
[9] south

Top Words in Tweet in G3:
[7] let's
[7] see
[7] freepress
[7] funders
[7] stand
[7] behind
[7] political
[7] hate
[7] violence
[7] carnegiecorp

Top Words in Tweet in G4:
[10] local
[7] democracy
[6] work
[6] important
[6] news
[6] create
[5] lesson
[5] funding
[5] ecosystems
[5] tucked

Top Words in Tweet in G5:
[13] nedemocracy
[12] #internationaldayofdemocracy
[12] #humanrightsfacts
[12] #humanrights
[12] #ihrda
[12] #facts
[12] #democracyday
[12] dwatchnews
[8] democracydocket
[8] democracyfund

Top Words in Tweet in G6:
[11] congressfdn
[10] thegovlab
[10] future
[10] citizen
[10] engagement
[10] rebuilding
[10] democratic
[10] dialogue
[10] read
[10] report

Top Words in Tweet in G7:
[3] urisa
[2] lines
[2] being
[2] drawn
[2] copy
[2] important
[2] publication
[2] #redistricting
[2] guide
[2] #gis

Top Words in Tweet in G8:
[9] gronke
[7] paulonabike
[7] democracyfund
[5] reed_college_
[4] nado1377
[4] electionsvoting
[3] local
[3] #election
[3] officials
[3] important

Top Words in Tweet in G9:
[7] today
[7] observe
[7] #internationaldemocracyday2021
[7] supporting
[7] democracy
[7] become
[7] crucial
[7] amid
[7] #covid19
[7] changed

Top Words in Tweet in G10:
[2] paezha

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] remember,#20yearssince
[16] #20yearssince,11
[16] fordfoundation,democracyfund
[12] four,positions
[12] social,media
[12] #internationaldayofdemocracy,#humanrightsfacts
[12] #humanrightsfacts,#humanrights
[12] #humanrights,#ihrda
[12] #ihrda,#facts
[12] #facts,#democracyday

Top Word Pairs in Tweet in G1:
[12] social,media
[12] four,positions
[11] democracyfund,hiring
[11] hiring,four
[11] positions,focused
[11] focused,work
[11] work,hold
[11] hold,social
[11] media,platforms
[9] ipmfoundation,opportunity

Top Word Pairs in Tweet in G2:
[16] remember,#20yearssince
[16] #20yearssince,11
[16] fordfoundation,democracyfund
[12] democracyfund,opensociety
[10] rise2getherfund,fordfoundation
[9] pledge,collectively
[7] along,rise2getherfund
[6] 11,along
[6] along,fordfoundation
[6] opensociety,pledge

Top Word Pairs in Tweet in G3:
[7] let's,see
[7] see,freepress
[7] freepress,funders
[7] funders,stand
[7] stand,behind
[7] behind,political
[7] political,hate
[7] hate,violence
[7] violence,carnegiecorp
[7] carnegiecorp,amprog

Top Word Pairs in Tweet in G4:
[6] local,news
[5] important,lesson
[5] lesson,funding
[5] funding,local
[5] news,ecosystems
[5] ecosystems,tucked
[5] tucked,away
[5] away,toolkit
[5] toolkit,early
[5] early,wins

Top Word Pairs in Tweet in G5:
[12] #internationaldayofdemocracy,#humanrightsfacts
[12] #humanrightsfacts,#humanrights
[12] #humanrights,#ihrda
[12] #ihrda,#facts
[12] #facts,#democracyday
[12] nedemocracy,dwatchnews
[11] #democracyday,nedemocracy
[8] democracydocket,democracyfund
[7] dwatchnews,movedemocracy
[7] movedemocracy,democracydocket

Top Word Pairs in Tweet in G6:
[10] future,citizen
[10] citizen,engagement
[10] engagement,rebuilding
[10] rebuilding,democratic
[10] democratic,dialogue
[10] dialogue,read
[10] read,report
[10] report,congressfdn
[10] congressfdn,cites
[9] thegovlab,future

Top Word Pairs in Tweet in G7:
[2] lines,being
[2] being,drawn
[2] drawn,copy
[2] copy,important
[2] important,urisa
[2] urisa,publication
[2] publication,#redistricting
[2] #redistricting,guide
[2] guide,#gis
[2] #gis,community

Top Word Pairs in Tweet in G8:
[6] paulonabike,gronke
[5] democracyfund,reed_college_
[4] gronke,democracyfund
[3] local,#election
[3] #election,officials
[3] officials,important
[3] important,ppl
[3] ppl,making
[3] making,#democracy
[3] #democracy,work

Top Word Pairs in Tweet in G9:
[7] today,observe
[7] observe,#internationaldemocracyday2021
[7] #internationaldemocracyday2021,supporting
[7] supporting,democracy
[7] democracy,become
[7] become,crucial
[7] crucial,amid
[7] amid,#covid19
[7] #covid19,changed
[6] undp_rwanda,today

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@fordfoundation
@rise2getherfund
@opensociety
@nedemocracy
@dwatchnews
@congressfdn
@ipmfoundation
@democracydocket
@statedrl

Top Mentioned in G1:
@democracyfund
@ipmfoundation
@hlucefdn
@mcknightfdn
@pacefunders
@aztammyp
@washingtonpost
@electionline
@leedrutman

Top Mentioned in G2:
@fordfoundation
@democracyfund
@rise2getherfund
@opensociety
@philanthropynw
@democrac
@groundswellfund
@opensoci
@aapip
@hsfdn

Top Mentioned in G3:
@freepress
@carnegiecorp
@amprog
@unsilencedorg
@givingn
@givingnj
@democracyfund
@voicedemocracy
@fordfoundation
@opensociety

Top Mentioned in G4:
@jcstearns
@gteresa
@democracyfund
@pwaters3
@attorneynora
@jtmstream
@heres_christine
@najmaroberts
@tglaisyer
@annakegler

Top Mentioned in G5:
@nedemocracy
@dwatchnews
@democracydocket
@democracyfund
@statedrl
@opendemocracy
@movedemocracy
@ihrdafrica
@achpr_cadhp

Top Mentioned in G6:
@congressfdn
@thegovlab
@bethnoveck
@democracyfund
@edmorrison

Top Mentioned in G7:
@urisa
@allthingscensus
@redistrictnet
@uscensusbureau
@censusproject
@state_scoop
@ncslorg
@nsgic
@allontheline
@democracyfund

Top Mentioned in G8:
@gronke
@democracyfund
@paulonabike
@reed_college_
@nado1377
@electionsvoting
@colectivefarm
@michelleshafer
@ree

Top Mentioned in G9:
@undp_rwanda
@antonioguterres

Top Mentioned in G10:
@drmattpalm
@plg_and_poli
@higgicd
@farbersteven
@democracyfund

Top Tweeters
Top Tweeters in Entire Graph:
@dwatchnews
@washingtonpost
@joyannreid
@codeforpdx
@democracynow
@larsleafblad
@ellenmarch2
@opendemocracy
@arthursmid
@jcstearns

Top Tweeters in G1:
@washingtonpost
@larsleafblad
@jessicahuseman
@aztammyp
@jeboyt
@fetzerinstitute
@daybookjobs
@jvanantw
@centercoopmedia
@mpoltonsimon

Top Tweeters in G2:
@dreamelder
@opensociety
@fordfoundation
@nkololotz
@ncrp
@sarahco50248334
@brieloskota
@rethink_media
@philanthropynw
@aapip

Top Tweeters in G3:
@funpasadena
@amprog
@freepress
@pewtrusts
@mrddmia
@macfound
@fd2you
@geraschpat
@mrsevw85
@carnegiecorp

Top Tweeters in G4:
@jcstearns
@ckrewson
@careerconsult
@mediaghosts
@eric_frederick
@documentedny
@lh3com
@najmaroberts
@heres_christine
@gteresa

Top Tweeters in G5:
@dwatchnews
@joyannreid
@democracynow
@opendemocracy
@cendemtech
@deepakrishi0
@statedrl
@nedemocracy
@romariczinsou27
@democracyatwrk

Top Tweeters in G6:
@codeforpdx
@arthursmid
@martinlindla
@gigapp
@rod_cepeda
@edmorrison
@thegovlab
@bethnoveck
@riga_latam
@steidlesamantha

Top Tweeters in G7:
@state_scoop
@ncslorg
@uscensusbureau
@allthingscensus
@allontheline
@insdc
@urisa
@redistrictnet
@censusproject
@nsgic

Top Tweeters in G8:
@ellenmarch2
@paulonabike
@gronke
@michelleshafer
@reed_college_
@ree
@doughyant
@nado1377
@colectivefarm
@electionsvoting

Top Tweeters in G9:
@merardmp
@undp_rwanda
@deorwig
@antonioguterres
@rwandaelections
@btracoml
@redkarvarsha
@macumue

Top Tweeters in G10:
@plg_and_poli
@paezha
@alexkarner
@farbersteven
@higgicd
@drmattpalm


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