democracyfund , Twitter, 6/23/2022 4:12:20 PM, 278652


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democracyfund _2022-06-23_09-09-05.xlsx
democracyfund _2022-06-23_09-09-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
democracyfund via NodeXL https://bit.ly/3Nlof7j
@democracyfund
@joseph_k_k
@rishimanchanda
@fordfoundation
@vavreck
@mossaq80
@blackdigitalhum
@joegoldman
@surdna_fndn
@nclocalnewslab

Top hashtags:
#justtech
#localelectionofficials
#elections
#voting
#2022leosurvey

Description:
Description
The graph represents a network of 177 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 June 2022 at 16:09 UTC.

The requested start date was Thursday, 23 June 2022 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, 39-minute period from Thursday, 09 June 2022 at 17:10 UTC to Wednesday, 22 June 2022 at 21:50 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 : 177
Unique Edges : 318
Edges With Duplicates : 259
Total Edges : 577
Number of Edge Types : 5
Retweet : 81
MentionsInRetweet : 246
Mentions : 226
Replies to : 18
Tweet : 6
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0631313131313131
Reciprocated Edge Ratio : 0.118764845605701
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 168
Maximum Edges in a Connected Component : 565
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.242663
Graph Density : 0.0135143810991269
Modularity : 0.470136
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 177 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 June 2022 at 16:09 UTC.

The requested start date was Thursday, 23 June 2022 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, 39-minute period from Thursday, 09 June 2022 at 17:10 UTC to Wednesday, 22 June 2022 at 21:50 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:
[3] https://twitter.com/ElectionsVoting/status/1539246328684990464
[2] https://yoursosteam.wordpress.com/toxic-avenger-june-july-2022/
[2] https://democracyfund.ru/userfiles/War%20crimes%20of%20the%20armed%20forces%20and%20security%20forces%20of%20Ukraine.pdf
[2] https://www.un.org/democracyfund/content/when-apply-and-who-can-apply
[2] https://democracyfund.org/who-we-are/jobs/
[1] https://twitter.com/gronke/status/1539704266205437952
[1] https://twitter.com/ElectionCenter2/status/1535351326246313985
[1] https://democracyfund.applytojob.com/apply/8ohQgY4s1E/Intern-Public-Square?fbclid=IwAR0FZuarQPKBKJsuQh8Nm1lHJr_eGy5fofDlqQpBXYTFEMYKg1yiAoFHMOM
[1] https://www.salzburgglobal.org/fileadmin/user_upload/Documents/2010-2019/2016/Session_559/NCR_99_2_20020.pdf
[1] https://twitter.com/rishimanchanda/status/1152966307140100096

Top URLs in Tweet in G1:
[1] https://just-tech.ssrc.org/
[1] https://just-tech.ssrc.org/about/advisory-board/
[1] https://just-tech.ssrc.org/articles/2022-just-tech-fellows/
[1] https://twitter.com/Surdna_Fndn/status/1537130011362213888

Top URLs in Tweet in G2:
[3] https://twitter.com/ElectionsVoting/status/1539246328684990464
[2] https://yoursosteam.wordpress.com/toxic-avenger-june-july-2022/
[1] https://twitter.com/ssrc_org/status/1537105254101180416
[1] https://democracyfund.applytojob.com/apply/FuCC5AuUmM/Team-Coordinator-JIS
[1] https://democracyfund.org/who-we-are/jobs/
[1] https://twitter.com/gronke/status/1539704266205437952
[1] https://twitter.com/ElectionCenter2/status/1535351326246313985
[1] https://democracyfund.applytojob.com/apply/8ohQgY4s1E/Intern-Public-Square?fbclid=IwAR0FZuarQPKBKJsuQh8Nm1lHJr_eGy5fofDlqQpBXYTFEMYKg1yiAoFHMOM
[1] https://democracyfund.org/idea/investing-in-our-vision-of-an-inclusive-multi-racial-democracy/
[1] https://electioncenter.org/journal-of-election-administration-research-and-practice.php

Top URLs in Tweet in G4:
[1] https://www.salzburgglobal.org/fileadmin/user_upload/Documents/2010-2019/2016/Session_559/NCR_99_2_20020.pdf
[1] https://twitter.com/rishimanchanda/status/1152966307140100096

Top URLs in Tweet in G6:
[1] https://democracyfund.org/who-we-are/jobs/
[1] https://twitter.com/ucla/status/1534936663574470674

Top URLs in Tweet in G7:
[1] https://twitter.com/nclocalnewslab/status/1537495180751798274
[1] https://twitter.com/NCNewsWorks/status/1534555783723098114

Top URLs in Tweet in G8:
[1] https://twitter.com/kuwaittimesnews/status/1536735544335601669

Top URLs in Tweet in G9:
[1] https://democracyfund.applytojob.com/apply/8ohQgY4s1E/Intern-Public-Square
[1] https://democracyfund.org/what-we-do/public-square/ecosystem-news/
[1] https://ecosystems.democracyfund.org/

Top URLs in Tweet in G10:
[1] https://www.peakgrantmaking.org/job-board/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] justtech
[16] localelectionofficials
[13] elections
[13] voting
[6] 2022leosurvey
[3] internship
[2] hiring
[1] electionofficials
[1] 2022localelectionofficialsurvey
[1] trollbusters



Top Hashtags in Tweet in G1:
[40] justtech

Top Hashtags in Tweet in G2:
[16] localelectionofficials
[13] elections
[13] voting
[6] 2022leosurvey
[3] internship
[2] hiring
[1] electionofficials
[1] 2022localelectionofficialsurvey
[1] trollbusters

Top Hashtags in Tweet in G5:
[14] justtech

Top Words
Top Words in Tweet in Entire Graph:
[64] democracyfund
[54] #justtech
[49] congratulations
[47] fellows
[41] fordfoundation
[35] surdna_fndn
[33] support
[31] blackdigitalhum
[31] cohort
[27] research

Top Words in Tweet in G1:
[40] #justtech
[35] surdna_fndn
[34] congratulations
[32] fellows
[31] blackdigitalhum
[27] fordfoundation
[25] hypervisible
[25] clarenceokoh
[20] christine
[20] miranda

Top Words in Tweet in G2:
[32] democracyfund
[21] electionsvoting
[17] evic
[16] #localelectionofficials
[14] leos
[13] hello
[13] #elections
[13] #voting
[13] information
[13] center

Top Words in Tweet in G4:
[2] alisterfmartin
[2] vot_er_org
[2] snfagorajhu
[2] hahriehan
[2] great
[2] health

Top Words in Tweet in G5:
[14] fordfoundation
[14] congratulations
[14] inaugural
[14] cohort
[14] #justtech
[14] fellows
[14] proud
[14] support
[14] groundbreaking
[14] research

Top Words in Tweet in G6:
[7] joegoldman
[7] know
[7] democracy
[7] fund
[7] ten
[7] yes
[7] 10
[7] open
[7] positions
[7] web

Top Words in Tweet in G7:
[4] support
[4] democracyfund
[3] re
[3] bwfund
[3] eloncomm
[3] making
[2] nclocalnewslab
[2] grateful
[2] renewed
[2] agradecemos

Top Words in Tweet in G9:
[4] gteresa
[4] democracyfund
[3] see
[3] around
[3] country
[3] ecosystem
[2] hiring
[2] month
[2] internship
[2] public

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] #justtech,fellows
[26] inaugural,cohort
[25] congratulations,inaugural
[25] cohort,#justtech
[25] fellows,proud
[25] proud,support
[25] support,groundbreaking
[25] groundbreaking,research
[24] fordfoundation,congratulations
[20] blackdigitalhum,hypervisible

Top Word Pairs in Tweet in G1:
[32] #justtech,fellows
[20] blackdigitalhum,hypervisible
[20] hypervisible,christine
[20] christine,miranda
[20] miranda,clarenceokoh
[19] congratulations,#justtech
[19] fellows,blackdigitalhum
[18] surdna_fndn,congratulations
[18] clarenceokoh,wemea
[14] fordfoundation,macfound

Top Word Pairs in Tweet in G2:
[13] hello,#localelectionofficials
[13] #localelectionofficials,leos
[13] leos,democracyfund
[13] democracyfund,#elections
[13] #elections,#voting
[13] #voting,information
[13] information,center
[13] center,evic
[12] electionsvoting,hello
[12] evic,reed_co

Top Word Pairs in Tweet in G5:
[14] fordfoundation,congratulations
[14] congratulations,inaugural
[14] inaugural,cohort
[14] cohort,#justtech
[14] #justtech,fellows
[14] fellows,proud
[14] proud,support
[14] support,groundbreaking
[14] groundbreaking,research

Top Word Pairs in Tweet in G6:
[7] know,democracy
[7] democracy,fund
[7] fund,ten
[7] ten,yes
[7] yes,10
[7] 10,open
[7] open,positions
[7] positions,web
[7] web,site
[7] site,wow

Top Word Pairs in Tweet in G7:
[2] re,grateful
[2] grateful,renewed
[2] renewed,support
[2] support,agradecemos
[2] agradecemos,nuestros
[2] nuestros,financieros
[2] financieros,nuevos
[2] nuevos,renovados
[2] renovados,bwfund
[2] bcbsncfound,democracyfund

Top Word Pairs in Tweet in G9:
[3] around,country
[2] democracyfund,hiring
[2] hiring,month
[2] month,internship
[2] internship,public
[2] public,square
[2] square,program
[2] program,apply
[2] apply,june
[2] june,29

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@fordfoundation
@surdna_fndn
@blackdigitalhum
@hypervisible
@clarenceokoh
@b
@electionsvoting
@macfound
@wemea

Top Mentioned in G1:
@surdna_fndn
@blackdigitalhum
@fordfoundation
@hypervisible
@clarenceokoh
@democracyfund
@macfound
@wemea
@ssrc_just_tech
@b

Top Mentioned in G2:
@democracyfund
@electionsvoting
@reed_co
@reed_college_
@lindsaymdaniels
@gronke
@aztammyp
@ssrc_org
@that_industry
@stewartrebeccal

Top Mentioned in G3:
@rockstargames
@xboxgamepass
@gameone
@parisgamesweek
@gameblog
@detroit_game
@gameofthrones
@team_go
@gamewardteam
@riotgamesfrance

Top Mentioned in G4:
@vot_er_org
@snfagorajhu
@adamsethlevine
@hahriehan
@johnshopkins
@hopkinsmedicine
@rwjf
@trefler_fdn
@bostonfdn
@rxfoundation

Top Mentioned in G5:
@fordfoundation
@b

Top Mentioned in G6:
@joegoldman
@democracyfund
@rp_griffin
@rossellhayes
@aaronrudkin
@tylerreny
@deholliday_ucla
@ctausanovitch
@aliciaphd

Top Mentioned in G7:
@democracyfund
@bwfund
@nclocalnewslab
@bcbsncfound
@dogwoodwnc
@katebreynolds
@zsrfoundation
@eloncomm
@lizzyhazeltine
@melaniesill

Top Mentioned in G8:
@cnbcnow
@usagovnews
@pressfreedom
@icfj
@usatoday
@usabilaraby
@senatedems
@democracynow
@democracydocket
@democracyfund

Top Mentioned in G9:
@gteresa
@democracyfund
@fionamorgan
@ampress
@lenfestinst
@jcstearns
@ylichterman

Top Mentioned in G10:
@calwellness
@democracyfund
@theoregoncf
@packardfdn
@schottfound

Top Tweeters
Top Tweeters in Entire Graph:
@kmontenegro
@usatoday
@cnn
@xbox
@clancynewyork
@gunderwood3
@wolven
@gameblog
@jobsviatweet
@gmalone

Top Tweeters in G1:
@kmontenegro
@gunderwood3
@wolven
@james3neal
@udadisi
@hypervisible
@chayling
@macfound
@elotroalex
@fordfoundation

Top Tweeters in G2:
@jobsviatweet
@aztammyp
@mit_shass
@jeremymander
@gronke
@michelleshafer
@yoursosteam
@reed_college_
@mindysromero
@votinggeek

Top Tweeters in G3:
@xbox
@gameblog
@gmalone
@gameofthrones
@playstation
@insomniacgames
@gameone
@sony
@team_go
@xboxgamepass

Top Tweeters in G4:
@johnshopkins
@hopkinsmedicine
@rwjf
@bostonfdn
@carnegiecorp
@npvote
@rishimanchanda
@turbovote
@hahriehan
@vot_er_org

Top Tweeters in G5:
@clancynewyork
@dgolumbia
@antoniocasilli
@jasminedaria
@omizorm
@autumm
@georgiamoon
@drnikki
@drwilliejefe001
@gretabyrum

Top Tweeters in G6:
@rrichard09
@drjohncav
@elipariser
@rp_griffin
@vavreck
@tylerreny
@revdrstarsky
@jroig_horizons
@aliciaphd
@rossellhayes

Top Tweeters in G7:
@rocford
@melaniesill
@eloncomm
@lizzyhazeltine
@bwfund
@katebreynolds
@zsrfoundation
@ncnewsworks
@bcbsncfound
@dogwoodwnc

Top Tweeters in G8:
@usatoday
@cnn
@democracynow
@pressfreedom
@usabilaraby
@icfj
@cnbcnow
@mossaq80
@fdd
@senatedems

Top Tweeters in G9:
@jcstearns
@ylichterman
@bhmotta
@ampress
@oditor
@lenfestinst
@gteresa
@fionamorgan
@pmnapoli

Top Tweeters in G10:
@schottfound
@calwellness
@peakgrantmaking
@packardfdn
@theoregoncf