democracyfund , Twitter, 9/11/2020 4:35:17 PM, 234967


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democracyfund _2020-09-11_09-23-25.xlsx
democracyfund _2020-09-11_09-23-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2020
Short Description:
democracyfund via NodeXL https://bit.ly/35tlA9m
@democracyfund
@crawfordstuff
@mara_suttmann
@azirulnick
@zfurnas
@electionline
@mathieugallard
@coloradotrust
@legidash
@gronke

Top hashtags:
#disinformation
#etatsunis
#pivotalventures
#votingrights
#nationscape

Description:
Description
The graph represents a network of 174 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 Friday, 11 September 2020 at 16:23 UTC.

The requested start date was Thursday, 10 September 2020 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, 6-minute period from Thursday, 27 August 2020 at 16:28 UTC to Wednesday, 09 September 2020 at 23:35 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 : 174
Unique Edges : 217
Edges With Duplicates : 284
Total Edges : 501
Number of Edge Types : 5
Mentions : 194
MentionsInRetweet : 199
Retweet : 85
Replies to : 18
Tweet : 5
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.065625
Reciprocated Edge Ratio : 0.12316715542522
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 162
Maximum Edges in a Connected Component : 493
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.927109
Graph Density : 0.011328150953425
Modularity : 0.430057
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 174 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 Friday, 11 September 2020 at 16:23 UTC.

The requested start date was Thursday, 10 September 2020 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, 6-minute period from Thursday, 27 August 2020 at 16:28 UTC to Wednesday, 09 September 2020 at 23:35 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:
[18] https://democracyfund.org/idea/five-nonpartisan-ways-religious-leaders-can-support-the-2020-election/
[2] https://homeland.house.gov/activities/hearings/protecting-americas-democracy-ensuring-every-vote-counts
[2] https://democracyfund.org/idea/hispanic-media-today/
[2] https://thefulcrum.us/big-picture/welcoming-week
[2] https://evic.reed.edu/
[1] https://twitter.com/CrawfordStuff/status/1301868809263947776
[1] https://luc.id/blog/lucid-celebrates-1-year-anniversary-of-democracy-fund-ucla-nationscape-survey-project/
[1] https://www.newamerica.org/political-reform/reports/congressional-brain-drain/
[1] https://twitter.com/wearehearken/status/1301943360488386561
[1] https://medium.com/the-engaged-journalism-lab/why-equity-should-be-at-the-center-of-2020-elections-coverage-7a99e9d000ca

Top URLs in Tweet in G1:
[15] https://democracyfund.org/idea/five-nonpartisan-ways-religious-leaders-can-support-the-2020-election/
[1] https://twitter.com/wearehearken/status/1301943360488386561
[1] https://www.ttf.org/reports
[1] https://homeland.house.gov/activities/hearings/protecting-americas-democracy-ensuring-every-vote-counts

Top URLs in Tweet in G2:
[2] https://democracyfund.org/idea/hispanic-media-today/
[2] https://evic.reed.edu/
[1] https://www.newamerica.org/political-reform/reports/congressional-brain-drain/
[1] https://twitter.com/wearehearken/status/1298402404740796416
[1] https://thefulcrum.us/big-picture/welcoming-week
[1] https://twitter.com/CrawfordStuff/status/1301868809263947776
[1] https://www.voterstudygroup.org/publication/democracy-maybe#public-support-for-political-violence
[1] https://twitter.com/ChildDefender/status/1301497908009799686
[1] https://democracyfund.org/idea/five-nonpartisan-ways-religious-leaders-can-support-the-2020-election/
[1] https://electionline.org/electionline-weekly/?utm_medium=email&utm_campaign=September%203%202020&utm_content=September%203%202020+CID_544d7c5f3dfbc246ed5bcfd05e5acc1b&utm_source=Campaign%20Monitor&utm_term=Read%20More#tab-1

Top URLs in Tweet in G3:
[1] https://luc.id/blog/lucid-celebrates-1-year-anniversary-of-democracy-fund-ucla-nationscape-survey-project/
[1] https://www.nbcnews.com/think/opinion/2020-election-full-swing-find-out-your-fellow-americans-views-ncna1239136
[1] https://www.usatoday.com/story/news/politics/2020/09/05/covid-19-20-say-its-safe-reopen-schools-now-amid-pandemic-survey-finds/5706890002/
[1] https://fivethirtyeight.com/features/a-big-chunk-of-white-americans-with-degrees-and-people-of-color-are-behind-trump/
[1] https://homeland.house.gov/activities/hearings/protecting-americas-democracy-ensuring-every-vote-counts
[1] https://democracyfund.org/idea/five-nonpartisan-ways-religious-leaders-can-support-the-2020-election/

Top URLs in Tweet in G4:
[1] https://thefulcrum.us/big-picture/welcoming-week
[1] https://twitter.com/lm210/status/1303337641564397569
[1] https://twitter.com/fulcrum_us/status/1303351859126718471
[1] https://democracyfund.org/idea/congress-and-public-trust-systems-map/
[1] https://www.democracyfund.org/blog/entry/leap-of-faith-empowering-faith-leaders-to-strengthen-democracy

Top URLs in Tweet in G6:
[1] https://thefulcrum.us/congress/congressional-internships
[1] https://medium.com/intern-update/capitol-hill-intern-update-august-31-2020-f42848aef050

Top URLs in Tweet in G7:
[1] https://twitter.com/luminategroup/status/1300813867149336576

Top URLs in Tweet in G8:
[1] https://www.newsweek.com/record-amount-mail-votes-rejected-2020-election-1528021

Top URLs in Tweet in G9:
[1] https://medium.com/the-engaged-journalism-lab/why-equity-should-be-at-the-center-of-2020-elections-coverage-7a99e9d000ca

Top Domains
Top Domains in Tweet in Entire Graph:
[24] democracyfund.org
[8] twitter.com
[3] thefulcrum.us
[3] voterstudygroup.org
[2] medium.com
[2] house.gov
[2] reed.edu
[2] electionline.org
[1] luc.id
[1] newamerica.org

Top Domains in Tweet in G1:
[15] democracyfund.org
[1] twitter.com
[1] ttf.org
[1] house.gov

Top Domains in Tweet in G2:
[4] twitter.com
[3] democracyfund.org
[2] reed.edu
[1] newamerica.org
[1] thefulcrum.us
[1] voterstudygroup.org
[1] electionline.org
[1] coloradomediaproject.com

Top Domains in Tweet in G3:
[1] luc.id
[1] nbcnews.com
[1] usatoday.com
[1] fivethirtyeight.com
[1] house.gov
[1] democracyfund.org

Top Domains in Tweet in G4:
[2] twitter.com
[2] democracyfund.org
[1] thefulcrum.us

Top Domains in Tweet in G6:
[1] thefulcrum.us
[1] medium.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] newsweek.com

Top Domains in Tweet in G9:
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] disinformation
[5] etatsunis
[2] pivotalventures
[2] votingrights
[1] nationscape
[1] 2020election
[1] welcomingweek
[1] polarization
[1] narrative
[1] inclusion



Top Hashtags in Tweet in G1:
[2] votingrights
[1] 2020election
[1] powerthepolls
[1] michigan

Top Hashtags in Tweet in G2:
[2] pivotalventures
[1] 2020elections

Top Hashtags in Tweet in G3:
[1] nationscape

Top Hashtags in Tweet in G4:
[1] welcomingweek
[1] polarization
[1] narrative
[1] inclusion
[1] pluralistic
[1] democracy
[1] systemsthinking
[1] congress
[1] interfaith
[1] religiousleft

Top Hashtags in Tweet in G10:
[1] carnegiefellows

Top Words
Top Words in Tweet in Entire Graph:
[85] democracyfund
[37] support
[31] leaders
[31] election
[27] religious
[24] ways
[23] crawfordstuff
[20] nonpartisan
[18] see
[17] five

Top Words in Tweet in G1:
[23] religious
[23] leaders
[23] election
[22] crawfordstuff
[20] ways
[18] support
[17] nonpartisan
[16] five
[16] 2020
[14] democracyfund

Top Words in Tweet in G2:
[21] democracyfund
[11] support
[8] see
[7] glad
[6] work
[6] being
[5] more
[5] communities
[5] fund
[5] part

Top Words in Tweet in G3:
[19] democracyfund
[13] ucla
[11] nationscape
[10] rp_griffin
[8] data
[7] life
[7] see
[6] fun
[6] working
[6] nbcnewsthink

Top Words in Tweet in G4:
[11] democracy
[8] rachelperic
[7] lm210
[7] democracyfund
[5] share
[5] three
[5] steps
[5] inclusive
[5] incentivizing
[5] more

Top Words in Tweet in G5:
[4] leedrutman
[4] kevinrkosar
[4] legbranch
[4] nehlsie
[4] democracyfund
[4] thelawmakers
[4] amycesal
[3] timlapira
[3] elenasouris
[3] jmupolisci

Top Words in Tweet in G6:
[4] interns
[4] right2petition
[4] c2c_dc
[4] payourinterns
[4] democracyfund
[3] legidash
[3] today's
[3] tomorrow's
[3] staffers
[3] working

Top Words in Tweet in G7:
[5] support
[4] public
[4] research
[3] luminate
[3] knightfdn
[3] democracyfund's
[3] project
[3] key
[3] much
[3] sustainability

Top Words in Tweet in G8:
[6] dr
[4] rejections
[3] great
[3] reporting
[3] khaleda
[3] newsweek
[3] mail
[3] ballot
[3] electionsmith
[3] enrijetashino

Top Words in Tweet in G9:
[6] americans
[3] wearehearken
[3] pundits
[3] historically
[3] represent
[3] lived
[3] experiences
[3] particularly
[3] aren
[3] rich

Top Words in Tweet in G10:
[4] miwine
[3] partners
[2] thank
[2] keeping
[2] lights
[2] focused
[2] critical
[2] issues
[2] november
[2] democracyfund

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] religious,leaders
[20] nonpartisan,ways
[20] ways,religious
[19] leaders,support
[17] five,nonpartisan
[16] support,2020
[16] 2020,election
[12] democracyfund,ucla
[11] ucla,nationscape
[10] resource,democracyfund

Top Word Pairs in Tweet in G1:
[21] religious,leaders
[17] nonpartisan,ways
[17] ways,religious
[16] five,nonpartisan
[16] leaders,support
[16] support,2020
[16] 2020,election
[9] resource,democracyfund
[9] democracyfund,website
[9] website,five

Top Word Pairs in Tweet in G2:
[4] great,see
[4] see,progress
[4] progress,being
[4] being,made
[4] made,part
[4] part,covid
[4] covid,19
[4] 19,informed
[4] informed,communities
[4] communities,fund

Top Word Pairs in Tweet in G3:
[12] democracyfund,ucla
[11] ucla,nationscape
[6] fun,working
[6] working,nbcnewsthink
[6] nbcnewsthink,bring
[6] bring,democracyfund
[6] nationscape,data
[6] data,life
[6] life,interactive
[6] interactive,lets

Top Word Pairs in Tweet in G4:
[5] rachelperic,share
[5] share,three
[5] three,steps
[5] steps,inclusive
[5] inclusive,democracy
[5] democracy,incentivizing
[5] incentivizing,more
[5] more,positive
[5] positive,norms
[5] norms,inclusion

Top Word Pairs in Tweet in G5:
[4] leedrutman,kevinrkosar
[4] kevinrkosar,legbranch
[4] legbranch,nehlsie
[4] nehlsie,democracyfund
[4] democracyfund,thelawmakers
[2] timlapira,leedrutman
[2] thelawmakers,amycesal
[2] amycesal,elenasouris
[2] elenasouris,jmupolisci
[2] special,thanks

Top Word Pairs in Tweet in G6:
[3] today's,interns
[3] interns,tomorrow's
[3] tomorrow's,staffers
[3] staffers,working
[3] working,right2petition
[3] right2petition,c2c_dc
[3] c2c_dc,payourinterns
[3] payourinterns,democracyfund
[2] legidash,today's
[2] week's,capitol

Top Word Pairs in Tweet in G7:
[4] public,research
[3] luminate,knightfdn
[3] knightfdn,democracyfund's
[3] democracyfund's,support
[3] support,public
[3] research,project
[3] project,key
[3] key,much
[3] much,sustainability
[2] azirulnick,luminate

Top Word Pairs in Tweet in G8:
[3] great,reporting
[3] reporting,khaleda
[3] khaleda,newsweek
[3] newsweek,mail
[3] mail,ballot
[3] ballot,rejections
[3] rejections,dr
[3] dr,electionsmith
[3] electionsmith,dr
[3] dr,enrijetashino

Top Word Pairs in Tweet in G9:
[3] pundits,historically
[3] historically,represent
[3] represent,lived
[3] lived,experiences
[3] experiences,americans
[3] americans,particularly
[3] particularly,americans
[3] americans,aren
[3] aren,rich
[2] wearehearken,pundits

Top Word Pairs in Tweet in G10:
[2] miwine,thank
[2] thank,miwine
[2] miwine,keeping
[2] keeping,lights
[2] lights,focused
[2] focused,critical
[2] critical,issues
[2] issues,november
[2] november,partners
[2] partners,democracyfund

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@crawfordstuff
@ucla
@aztammyp
@rp_griffin
@lm210
@rachelperic
@mcsaatchi
@electionline
@nbcnewsthink

Top Mentioned in G1:
@crawfordstuff
@democracyfund
@powerthepolls
@vote411
@aztammyp
@homelanddems
@jocelynbenson
@voteearlyday
@nvhcreston
@trinityforum

Top Mentioned in G2:
@democracyfund
@fma4nonprofits
@coloradotrust
@co_mediaproject
@electionline
@gteresa
@reflect_us
@zfurnas
@timlapira
@polreformna

Top Mentioned in G3:
@democracyfund
@ucla
@rp_griffin
@nbcnewsthink
@usatoday
@aztammyp
@perrybaconjr
@fcnl
@adamambrogi
@lucid_hq

Top Mentioned in G4:
@lm210
@rachelperic
@democracyfund
@welcomingusa
@pierre
@hillrabbit
@fulcrum_us
@nehlsie
@seanraymond1
@lara4dc

Top Mentioned in G5:
@leedrutman
@kevinrkosar
@legbranch
@nehlsie
@democracyfund
@thelawmakers
@amycesal
@elenasouris
@jmupolisci
@timlapira

Top Mentioned in G6:
@right2petition
@c2c_dc
@payourinterns
@democracyfund
@legidash
@tourtrackrdc
@congressfdn
@msa_caphill
@popvox

Top Mentioned in G7:
@democracyfund
@knightfdn
@azirulnick
@mdiforg
@patburd
@bilalr

Top Mentioned in G8:
@khaleda
@newsweek
@electionsmith
@enrijetashino
@aztammyp
@mara_suttmann
@democracyfund

Top Mentioned in G9:
@wearehearken
@democracyfund
@ampress
@thedas

Top Mentioned in G10:
@democracyfund
@gronke
@miwine
@carnegiecorp
@reed_college_
@paulonabike
@jaylee_tx

Top Tweeters
Top Tweeters in Entire Graph:
@rushetteny
@usatoday
@newsweek
@nycnavid
@msunielsen
@txsguy09
@s3bland57
@uplib
@codeforpdx
@michaelrwear

Top Tweeters in G1:
@nycnavid
@txsguy09
@michaelrwear
@dandarling
@the_dan
@aztammyp
@crawfordstuff
@maxfinberg
@rabbijilljacobs
@guthriegf

Top Tweeters in G2:
@codeforpdx
@jcstearns
@freepress
@ckrewson
@utsarver
@cohealthfdn
@firstdraftnews
@mollydeaguiar
@raju
@jretis

Top Tweeters in G3:
@usatoday
@msunielsen
@svateboje
@fcnl
@adamambrogi
@ucla
@nolahtheveil
@michelleshafer
@nbcnewsthink
@thejoshpit

Top Tweeters in G4:
@rushetteny
@pierre
@loreleikelly
@nehlsie
@wendyisfeliz
@welcomingusa
@fulcrum_us
@suzettemasters
@tglaisyer
@seanraymond1

Top Tweeters in G5:
@zfurnas
@kevinrkosar
@timlapira
@amycesal
@legbranch
@elenasouris
@jcrohsaine
@thelawmakers
@jmupolisci

Top Tweeters in G6:
@popvox
@fiudc
@payourinterns
@congressfdn
@c2c_dc
@right2petition
@legidash
@tourtrackrdc
@msa_caphill

Top Tweeters in G7:
@knightfdn
@jczamora
@bilalr
@patburd
@azirulnick
@thensim0nsaid
@newsbyschmidt
@mdiforg

Top Tweeters in G8:
@newsweek
@electionsmith
@polisciatnu
@mara_suttmann
@khaleda
@mwandolina
@enrijetashino

Top Tweeters in G9:
@ampress
@katyetc
@wearehearken
@thedas
@journo_cam
@sojcagora

Top Tweeters in G10:
@paulonabike
@gronke
@carnegiecorp
@reed_college_
@jaylee_tx
@miwine


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