democracyfund , Twitter, 3/4/2021 10:46:54 PM, 250111


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democracyfund _2021-03-04_09-08-17.xlsx
democracyfund _2021-03-04_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3uUu0RE
@democracyfund
@astridmgarcia
@jcstearns
@gloriafeldt
@fieldfoundation
@thensim0nsaid
@joegoldman
@alb202
@pacefunders
@the_reunited

Top hashtags:
#kmf21
#womenpolicymakers
#thread
#philanthropy
#bigtech

Description:
Description
The graph represents a network of 223 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, 04 March 2021 at 17:08 UTC.

The requested start date was Thursday, 04 March 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 12-day, 20-hour, 27-minute period from Thursday, 18 February 2021 at 04:20 UTC to Wednesday, 03 March 2021 at 00:48 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 : 223
Unique Edges : 324
Edges With Duplicates : 370
Total Edges : 694
Number of Edge Types : 5
Retweet : 149
MentionsInRetweet : 346
Mentions : 163
Tweet : 23
Replies to : 13
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0632054176072235
Reciprocated Edge Ratio : 0.118895966029724
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 209
Maximum Edges in a Connected Component : 676
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.908608
Graph Density : 0.00951399830323597
Modularity : 0.442968
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 223 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, 04 March 2021 at 17:08 UTC.

The requested start date was Thursday, 04 March 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 12-day, 20-hour, 27-minute period from Thursday, 18 February 2021 at 04:20 UTC to Wednesday, 03 March 2021 at 00:48 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:
[9] https://democracyfund.org/idea/how-we-are-holding-ourselves-accountable-to-equity-in-democracy-and-in-journalism/
[7] https://twitter.com/DemocracyFund/status/1366447319206531078
[7] https://democracyfund.org/idea/the-costs-of-political-violence-in-the-united-states/
[4] https://twitter.com/DemocracyFund/status/1362062010008162312
[3] https://twitter.com/DemocracyFund/status/1362450863042789379
[3] https://twitter.com/democracyfund/status/1362062010008162312
[2] https://twitter.com/democracyfund/status/1366447319206531078
[2] https://twitter.com/democracyfund/status/1362450863042789379
[2] https://twitter.com/electionline/status/1362449167134711810
[2] https://www.aspeninstitute.org/blog-posts/opportunities-for-religious-pluralism-in-the-biden-administration/

Top URLs in Tweet in G1:
[7] https://twitter.com/DemocracyFund/status/1366447319206531078
[5] https://democracyfund.org/idea/how-we-are-holding-ourselves-accountable-to-equity-in-democracy-and-in-journalism/
[2] https://twitter.com/democracyfund/status/1362450863042789379
[1] https://twitter.com/RispoliMike/status/1364030201961807885
[1] https://www.philanthropy.com/article/philanthropys-inauguration-march-what-the-real-work-of-protecting-democracy-demands-now?utm_source=Iterable&utm_medium=email&utm_campaign=campaign_1915661_nl_Philanthropy-Today_date_20210119&cid=pt&source=&sourceId=&cid2=gen_login_refresh&cid2=gen_login_refresh
[1] https://democracyfund.org/wp-content/uploads/2021/02/2021_DF_CostsOfPoliticalViolence.pdf

Top URLs in Tweet in G2:
[3] https://democracyfund.org/idea/how-we-are-holding-ourselves-accountable-to-equity-in-democracy-and-in-journalism/
[3] https://democracyfund.org/idea/the-costs-of-political-violence-in-the-united-states/
[2] https://twitter.com/democracyfund/status/1366447319206531078
[2] https://democracyfund.org/idea/the-costs-of-political-violence-in-the-united-states
[2] https://www.aspeninstitute.org/blog-posts/opportunities-for-religious-pluralism-in-the-biden-administration/
[1] https://democracyfund.applytojob.com/apply/R89Gr4R4ep/Team-Coordinator-Grants-Finance
[1] https://twitter.com/electionline/status/1362449167134711810
[1] https://www.brookings.edu/research/a-time-to-heal-a-time-to-build/
[1] https://www.eventbrite.com/e/a-seat-at-the-table-how-tech-policy-groups-can-welcome-diverse-talent-tickets-137835647131
[1] https://www.newamerica.org/oti/events/ranking-digital-rights-2020-corporate-accountability-index-launch/

Top URLs in Tweet in G3:
[2] https://twitter.com/democracyfund/status/1362062010008162312
[2] https://twitter.com/DemocracyFund/status/1362062010008162312
[1] https://www.kpbs.org/news/2021/feb/17/university-san-diego-report-costs-american-politic/?utm_content=154683202&utm_medium=social&utm_source=twitter&hss_channel=tw-87756958
[1] https://democracyfund.org/idea/the-costs-of-political-violence-in-the-united-states/?utm_content=154650754&utm_medium=social&utm_source=twitter&hss_channel=tw-87756958
[1] https://democracyfund.org/wp-content/uploads/2021/02/2021_DF_CostsOfPoliticalViolence.pdf
[1] https://twitter.com/krocschool/status/1362478155295051778
[1] https://democracyfund.org/idea/the-costs-of-political-violence-in-the-united-states/

Top URLs in Tweet in G4:
[1] https://twitter.com/early_vote/status/1364295432139010049
[1] https://twitter.com/lizlhoward/status/1364201391632375808
[1] https://twitter.com/electionline/status/1362449167134711810
[1] https://democracyfund.org/idea/knowing-its-right-limiting-the-risk-of-certifying-elections/
[1] https://twitter.com/DemocracyFund/status/1362450863042789379
[1] https://twitter.com/aztammyp/status/1362458144530702338

Top URLs in Tweet in G5:
[1] https://democracyfund.org/idea/how-we-are-holding-ourselves-accountable-to-equity-in-democracy-and-in-journalism/
[1] https://www.linkedin.com/pulse/lucky-7-saluting-take-leads-years-mission-parity-gloria-feldt

Top URLs in Tweet in G8:
[1] https://twitter.com/knightfdn/status/1366769627645292544

Top URLs in Tweet in G9:
[2] https://democracyfund.org/idea/the-costs-of-political-violence-in-the-united-states/
[1] https://twitter.com/democracyfund/status/1362062010008162312
[1] https://twitter.com/DemocracyFund/status/1362450863042789379
[1] https://twitter.com/DemocracyFund/status/1362766597279080448
[1] http://democracyfund.ru/userfiles/Doklad%20Itogi%20President%20USA%202020-12-26.pdf
[1] https://twitter.com/DemocracyFund/status/1366396815160053760

Top URLs in Tweet in G10:
[1] https://democracyfund.org/idea/the-costs-of-political-violence-in-the-united-states/
[1] https://twitter.com/DemocracyFund/status/1362062010008162312

Top Domains
Top Domains in Tweet in Entire Graph:
[31] twitter.com
[23] democracyfund.org
[2] aspeninstitute.org
[1] philanthropy.com
[1] linkedin.com
[1] newamerica.org
[1] eventbrite.com
[1] brookings.edu
[1] americanprogress.org
[1] democracyfund.ru

Top Domains in Tweet in G1:
[10] twitter.com
[6] democracyfund.org
[1] philanthropy.com

Top Domains in Tweet in G2:
[9] democracyfund.org
[3] twitter.com
[2] aspeninstitute.org
[1] applytojob.com
[1] brookings.edu
[1] eventbrite.com
[1] newamerica.org
[1] libsyn.com

Top Domains in Tweet in G3:
[5] twitter.com
[3] democracyfund.org
[1] kpbs.org

Top Domains in Tweet in G4:
[5] twitter.com
[1] democracyfund.org

Top Domains in Tweet in G5:
[1] democracyfund.org
[1] linkedin.com

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

Top Domains in Tweet in G9:
[4] twitter.com
[2] democracyfund.org
[1] democracyfund.ru

Top Domains in Tweet in G10:
[1] democracyfund.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] kmf21
[4] womenpolicymakers
[2] thread
[1] philanthropy
[1] bigtech
[1] freeexpression
[1] privacy
[1] electionaudits
[1] electionvalidation
[1] womensleadership



Top Hashtags in Tweet in G1:
[7] kmf21
[1] philanthropy

Top Hashtags in Tweet in G2:
[2] thread
[1] electionaudits
[1] electionvalidation
[1] bigtech
[1] freeexpression
[1] privacy
[1] publicaffairs
[1] instituteinfocus
[1] capitolstrong

Top Hashtags in Tweet in G4:
[1] leosurvey
[1] electiongeek
[1] backatcha

Top Hashtags in Tweet in G8:
[4] kmf21

Top Hashtags in Tweet in G9:
[1] politicalviolence

Top Hashtags in Tweet in G10:
[1] kmf21

Top Words
Top Words in Tweet in Entire Graph:
[114] democracyfund
[51] report
[46] accountable
[44] democracy
[38] political
[38] violence
[37] costs
[32] joegoldman
[27] tglaisyer
[27] krocschool

Top Words in Tweet in G1:
[33] democracyfund
[31] democracy
[30] joegoldman
[25] tglaisyer
[20] accountable
[19] president
[19] program
[17] accountability
[16] managing
[16] director

Top Words in Tweet in G2:
[24] democracyfund
[10] report
[10] political
[10] violence
[9] team
[7] democracy
[7] costs
[6] religious
[6] pluralism
[6] join

Top Words in Tweet in G3:
[26] costs
[23] political
[23] violence
[22] krocschool
[22] report
[21] democracyfund
[19] alb202
[18] united
[18] states
[18] uofsandiego

Top Words in Tweet in G4:
[21] democracyfund
[18] votinggeek
[13] aztammyp
[9] jennifer
[9] morrell
[7] ballot
[6] great
[6] excited
[6] next
[6] installment

Top Words in Tweet in G5:
[22] accountable
[11] funders
[11] hold
[11] ourselves
[11] willing
[11] held
[11] communities
[11] grantees
[11] jcstearns
[4] lucky

Top Words in Tweet in G6:
[2] nicolasheidorn
[2] mrjackmahoney
[2] kathayccc
[2] lshellvote
[2] goldenstatehaze
[2] dougchapinjr
[2] sfelections
[2] nado1377

Top Words in Tweet in G7:
[2] cindymccain
[2] nytdavidbrooks
[2] sarahaines
[2] civichealthproj
[2] representus
[2] braverangels
[2] livingroomconvo
[2] upworthy
[2] democracyfund
[2] thecalltounite

Top Words in Tweet in G8:
[4] angelique1971
[4] excited
[4] part
[4] #kmf21
[4] discuss
[4] funding
[4] local
[4] journalism
[4] chicago
[4] along

Top Words in Tweet in G10:
[2] appreciate
[2] focus
[2] philanthropy's
[2] responsibility
[2] model
[2] type
[2] discourse
[2] engagement
[2] hope
[2] broader

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] political,violence
[30] costs,political
[25] violence,united
[25] united,states
[23] uofsandiego,krocschool
[20] andrew,blum
[18] held,accountable
[18] president,joegoldman
[18] joegoldman,managing
[18] managing,director

Top Word Pairs in Tweet in G1:
[16] democracyfund,president
[16] president,joegoldman
[16] joegoldman,managing
[16] managing,director
[16] director,program
[16] program,tglaisyer
[16] tglaisyer,discuss
[16] discuss,accountability
[16] accountability,democracy
[16] democracy,phi

Top Word Pairs in Tweet in G2:
[10] political,violence
[6] religious,pluralism
[6] costs,political
[4] love,passage
[4] passage,democracyfund
[4] democracyfund,statement
[4] job,alert
[4] alert,looking
[4] looking,team
[4] team,coordinator

Top Word Pairs in Tweet in G3:
[23] political,violence
[20] costs,political
[18] violence,united
[18] united,states
[18] uofsandiego,krocschool
[18] andrew,blum
[15] dr,andrew
[10] democracyfund,report
[10] report,costs
[10] states,dr

Top Word Pairs in Tweet in G4:
[9] jennifer,morrell
[9] morrell,votinggeek
[6] excited,next
[6] next,democracyfund
[6] democracyfund,installment
[6] installment,jennifer
[6] votinggeek,ballot
[5] risk,limiting
[5] limiting,audits
[5] aztammyp,excited

Top Word Pairs in Tweet in G5:
[11] funders,hold
[11] hold,ourselves
[11] ourselves,accountable
[11] accountable,willing
[11] willing,held
[11] held,accountable
[11] accountable,communities
[11] communities,grantees
[10] jcstearns,funders
[4] lucky,saluting

Top Word Pairs in Tweet in G6:
[2] nicolasheidorn,mrjackmahoney
[2] mrjackmahoney,kathayccc
[2] kathayccc,lshellvote
[2] lshellvote,goldenstatehaze
[2] goldenstatehaze,dougchapinjr
[2] dougchapinjr,sfelections
[2] sfelections,nado1377

Top Word Pairs in Tweet in G7:
[2] cindymccain,nytdavidbrooks
[2] nytdavidbrooks,sarahaines
[2] sarahaines,civichealthproj
[2] civichealthproj,representus
[2] representus,braverangels
[2] braverangels,livingroomconvo
[2] livingroomconvo,upworthy
[2] upworthy,democracyfund
[2] democracyfund,thecalltounite

Top Word Pairs in Tweet in G8:
[4] angelique1971,excited
[4] excited,part
[4] part,#kmf21
[4] #kmf21,discuss
[4] discuss,funding
[4] funding,local
[4] local,journalism
[4] journalism,chicago
[4] chicago,along
[3] fieldfoundation,angelique1971

Top Word Pairs in Tweet in G10:
[2] appreciate,focus
[2] focus,philanthropy's
[2] philanthropy's,responsibility
[2] responsibility,model
[2] model,type
[2] type,discourse
[2] discourse,engagement
[2] engagement,hope
[2] hope,broader

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@joegoldman
@tglaisyer
@krocschool
@uofsandiego
@alb202
@votinggeek
@jcstearns
@krocipj
@aztammyp

Top Mentioned in G1:
@democracyfund
@joegoldman
@tglaisyer
@thedas
@thensim0nsaid
@mollydeaguiar
@lmariahtrusty
@carlamurphy
@knightfdn
@objectivejrn

Top Mentioned in G2:
@democracyfund
@crawfordstuff
@uofsandiego
@aspen_iap
@lasharah
@fedupward
@krocschool
@aspeninstitute
@capitolstrong
@krocipj

Top Mentioned in G3:
@krocschool
@democracyfund
@alb202
@uofsandiego
@kroci
@krocipj
@afpeacebuilding
@lizhume4peace
@krocip
@c2c_dc

Top Mentioned in G4:
@democracyfund
@votinggeek
@aztammyp
@paulonabike
@gronke
@jaylee_tx
@voteathome
@adamambrogi
@colectivefarm
@reed_college_

Top Mentioned in G5:
@jcstearns
@takeleadwomen
@democracyfund
@gloriafeldt
@joegoldman
@tglaisyer
@carlaannharris
@fordfoundation
@sacklersoapbox
@drnancyoreilly

Top Mentioned in G6:
@mrjackmahoney
@kathayccc
@lshellvote
@goldenstatehaze
@dougchapinjr
@sfelections
@nado1377
@astridmgarcia
@nicolasheidorn

Top Mentioned in G7:
@nytdavidbrooks
@sarahaines
@civichealthproj
@representus
@braverangels
@livingroomconvo
@upworthy
@democracyfund
@thecalltounite
@cindymccain

Top Mentioned in G8:
@angelique1971
@fieldfoundation
@thetriibe
@waldens_block
@helenegayle
@jpalfrey
@lmariahtrusty
@democracyfund

Top Mentioned in G10:
@pacefunders
@hewlett_found
@sarahruger
@stand_together
@pwaters3
@democracyfund

Top Tweeters
Top Tweeters in Entire Graph:
@ericserati68
@electionbabe
@lvertiz
@democracynow
@meredithdclark
@pndblog
@jcstearns
@johngpettus
@micheleweldon
@jessicahuseman

Top Tweeters in G1:
@knightfdn
@thischrishorne
@rasmus_kleis
@elissayancey
@dangillmor
@adamambrogi
@stacypalmer
@inn
@thensim0nsaid
@melaniesill

Top Tweeters in G2:
@ericserati68
@pndblog
@freepress
@ckrewson
@alisavalentin
@crawfordstuff
@mtcolemanjr
@aspeninstitute
@paulbowes17
@ejdionne

Top Tweeters in G3:
@alb202
@kianayema
@uofsandiego
@afpeacebuilding
@zanchema
@mariohlopez
@stanleyconnect
@rp_griffin
@humanityunited
@lisewf

Top Tweeters in G4:
@electionbabe
@jessicahuseman
@roberthlee3
@aztammyp
@paulonabike
@gronke
@dwightshellman
@aspillane
@ambermcreynolds
@peg_perl

Top Tweeters in G5:
@meredithdclark
@jcstearns
@johngpettus
@micheleweldon
@fordfoundation
@gloriafeldt
@takeleadwomen
@mitrakalita
@drnancyoreilly
@jasonalcorn

Top Tweeters in G6:
@siliconvalleycf
@dougchapinjr
@tedjacksonca
@irvinefdn
@calfund
@kathayccc
@lwvlosangeles
@nicolasheidorn
@sfelections
@justgailp

Top Tweeters in G7:
@upworthy
@representus
@sarahaines
@braverangels
@cindymccain
@nytdavidbrooks
@livingroomconvo
@civichealthproj
@thecalltounite
@the_reunited

Top Tweeters in G8:
@waldens_block
@thetriibe
@jpalfrey
@morganelisej
@jenniferpreston
@helenegayle
@fieldfoundation
@angelique1971

Top Tweeters in G9:
@saharazizlaw
@fmgelections
@pauljkuhne
@petertcoleman1
@cdarling_allen
@lizruedy
@democracyfundru

Top Tweeters in G10:
@pacefunders
@hewlett_found
@cndp_us
@stand_together
@sarahruger
@pwaters3


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