democracyfund , Twitter, 10/30/2020 5:58:35 AM, 239135


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democracyfund _2020-10-29_09-08-17.xlsx
democracyfund _2020-10-29_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 30, 2020
Short Description:
democracyfund via NodeXL https://bit.ly/34E2M6A
@democracyfund
@yaleisp
@healthypolls
@womenalsoknow
@mfiaclinic
@cande313
@engagingnews
@pacefunders
@bpc_bipartisan
@abramsinstitute

Top hashtags:
#aac2020
#electionsos
#blackjournalists
#outoforder
#listenfirst

Description:
Description
The graph represents a network of 517 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, 29 October 2020 at 16:08 UTC.

The requested start date was Thursday, 29 October 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, 21-hour, 10-minute period from Thursday, 15 October 2020 at 01:52 UTC to Wednesday, 28 October 2020 at 23:02 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 : 517
Unique Edges : 774
Edges With Duplicates : 1402
Total Edges : 2176
Number of Edge Types : 5
MentionsInRetweet : 806
Mentions : 966
Retweet : 333
Replies to : 59
Tweet : 12
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0819672131147541
Reciprocated Edge Ratio : 0.151515151515152
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 509
Maximum Edges in a Connected Component : 2163
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.219824
Graph Density : 0.00445324096981692
Modularity : 0.401399
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 517 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, 29 October 2020 at 16:08 UTC.

The requested start date was Thursday, 29 October 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, 21-hour, 10-minute period from Thursday, 15 October 2020 at 01:52 UTC to Wednesday, 28 October 2020 at 23:02 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:
[11] https://catholicsocialthought.georgetown.edu/events/election-2020-the-moral-and-public-obligations-of-winners-losers-and-the-rest-of-us
[6] Election
[4] https://catholicsocialthought.georgetown.edu/events/faithful-citizenship-moral-and-political-choices-for-catholics-in-the-2020-election
[4] https://www.un.org/democracyfund/news/do-you-have-bright-idea-submit-it-undef-november
[3] https://twitter.com/rp_griffin/status/1320730474931773445
[3] https://ash.harvard.edu/event/will-election-pick-next-president-election-break-down-and-what-do-about-it-0?utm_campaign=coschedule&utm_source=twitter&utm_medium=HarvardAsh&utm_content=Will
[3] This
[3] Pick
[3] the
[3] Next

Top URLs in Tweet in G1:
[3] https://twitter.com/yaleisp/status/1319636451777150977
[2] https://law.yale.edu/isp/initiatives/floyd-abrams-institute-freedom-expression/access-accountability-conferences/aac-2020
[2] https://law.yale.edu/yls-today/yale-law-school-events/aac-2020-what-current-moment-has-taught-about-transparency
[1] https://twitter.com/MFIAclinic/status/1320109665837928449
[1] https://www.pscp.tv/parkhsa/1MYxNVoqagXxw

Top URLs in Tweet in G2:
[2] https://catholicsocialthought.georgetown.edu/events/election-2020-the-moral-and-public-obligations-of-winners-losers-and-the-rest-of-us
[2] https://democracyfund.org/idea/democracy-tbd-how-do-we-plan-for-unpredictable-futures/
[2] https://twitter.com/kariwrites/status/1317138539784638465?s=21
[1] https://electionsos.com/fellowship-programs/
[1] https://www.voterstudygroup.org/ballot-casting
[1] https://www.civilrightstable.org/principles/
[1] https://www.americanprogress.org/issues/politics-and-elections/reports/2020/10/19/491870/americas-electoral-future-3/
[1] https://twitter.com/NewsMatch/status/1318930416204763137
[1] https://adobservatory.org/missed-ads
[1] https://www.buzzfeednews.com/article/craigsilverman/facebook-biden-election-ads

Top URLs in Tweet in G3:
[3] https://twitter.com/rp_griffin/status/1320730474931773445
[2] https://bipartisanpolicy.org/report/americas-electoral-future/
[2] https://bipartisanpolicy.org/podcast-episode/episode-44-bpc-weekly/
[2] https://www.voterstudygroup.org/ballot-casting
[1] https://bipartisanpolicy.org/event/what-to-expect-when-youre-expecting-an-unprecedented-election/
[1] https://bipartisanpolicy.org/event/election-2020-states-of-change-in-generational-and-demographic-shifts/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DtJofjbNU0YY%26feature%3Demb_title&q=EgS4SO-bGIbS6_wFIhkA8aeDSx6PSeBt2327gSetNdDIeFlXSgjFMgFy
[1] http://Ms.page
[1] https://www.washingtonpost.com/politics/2020/05/26/donald-trumps-problems-with-senior-voters-started-long-before-coronavirus/
[1] https://www.voterstudygroup.org/publication/spoiler-alert

Top URLs in Tweet in G4:
[9] https://catholicsocialthought.georgetown.edu/events/election-2020-the-moral-and-public-obligations-of-winners-losers-and-the-rest-of-us
[4] https://catholicsocialthought.georgetown.edu/events/faithful-citizenship-moral-and-political-choices-for-catholics-in-the-2020-election
[1] https://www.youtube.com/watch?v=aOgsj8hC2WI&feature=youtu.be

[1] https://medium.com/office-of-citizen/scaling-faith-based-civic-engagement-4bdb8f782122
[1] https://twitter.com/GUcstpubliclife/status/1321071398064828418
[1] https://www.ttf.org/reports

Top URLs in Tweet in G5:
[1] https://www.washingtonpost.com/business/2020/10/27/usps-delays-election-day/
[1] https://twitter.com/healthypolls/status/1316951667045171200
[1] https://twitter.com/healthypolls/status/1317207509145300993
[1] https://twitter.com/healthypolls/status/1319074176196431872
[1] https://twitter.com/healthypolls/status/1319107472154521605
[1] https://twitter.com/healthypolls/status/1320849311215751169
[1] https://voteearlyday.org/

Top URLs in Tweet in G6:
[1] https://twitter.com/PACEfunders/status/1318226261488054275
[1] https://www.tpi.org/blog/you-can-still-support-active-citizenship-this-us-election-season?utm_source=twitter&utm_medium=social_media&utm_campaign=blog
[1] https://us02web.zoom.us/webinar/register/WN_SsCaPVbESUWz1XuLbwhMSg

Top URLs in Tweet in G7:
[1] https://docs.google.com/forms/d/1SZ_zGPZobQmCSsT6_eY3tZt5oktpwZDTp6RXWCgykak/edit
[1] https://twitter.com/adamambrogi/status/1319028637635674113
[1] https://docs.google.com/forms/d/1SZ_zGPZobQmCSsT6_eY3tZt5oktpwZDTp6RXWCgykak/viewform?edit_requested=true
[1] https://twitter.com/AdamAmbrogi/status/1319026599174590467

Top URLs in Tweet in G8:
[2] https://www.swampstories.org/ep-17-setting-the-record-straight
[2] https://outoforder.simplecast.com/episodes/everything-you-wanted-to-know-about-voting-in-the-us-with-the-democracy-funds-tammy-patrick
[1] https://democracyfund.org/idea/stewards-of-democracy-the-views-of-american-local-election-officials/
[1] https://soundcloud.com/drivingforces/driving-forces-10152020-is-this-any-way-to-vote

Top URLs in Tweet in G9:
[1] https://twitter.com/media_outlier/status/1318608322996686851

Top URLs in Tweet in G10:
[1] https://www.usip.org/issue-areas/conflict-analysis-prevention
[1] https://www.nytimes.com/2020/10/18/technology/timpone-local-news-metric-media.html?smid=tw-share
[1] https://moguldom.com/202745/crafting-a-true-reparations-plan-truth-and-reconciliation/
[1] https://twitter.com/democracyfund/status/1316069078767935489
[1] https://www.crowdcast.io/e/belonging-in-the-news

Top Domains
Top Domains in Tweet in Entire Graph:
[27] twitter.com
[15] georgetown.edu
[6] bipartisanpolicy.org
[4] zoom.us
[4] yale.edu
[4] un.org
[4] voterstudygroup.org
[3] electionsos.com
[3] medium.com
[3] harvard.edu

Top Domains in Tweet in G1:
[4] twitter.com
[4] yale.edu
[1] pscp.tv

Top Domains in Tweet in G2:
[6] twitter.com
[3] electionsos.com
[3] zoom.us
[2] georgetown.edu
[2] democracyfund.org
[2] medium.com
[1] voterstudygroup.org
[1] civilrightstable.org
[1] americanprogress.org
[1] adobservatory.org

Top Domains in Tweet in G3:
[6] bipartisanpolicy.org
[3] twitter.com
[3] voterstudygroup.org
[1] google.com
[1] ms.page
[1] washingtonpost.com
[1] americanprogress.org

Top Domains in Tweet in G4:
[13] georgetown.edu
[1] youtube.com
[1] medium.com
[1] twitter.com
[1] ttf.org

Top Domains in Tweet in G5:
[5] twitter.com
[1] washingtonpost.com
[1] voteearlyday.org

Top Domains in Tweet in G6:
[1] twitter.com
[1] tpi.org
[1] zoom.us

Top Domains in Tweet in G7:
[2] google.com
[2] twitter.com

Top Domains in Tweet in G8:
[2] swampstories.org
[2] simplecast.com
[1] democracyfund.org
[1] soundcloud.com

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

Top Domains in Tweet in G10:
[1] usip.org
[1] nytimes.com
[1] moguldom.com
[1] twitter.com
[1] crowdcast.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[100] aac2020
[12] electionsos
[7] blackjournalists
[7] outoforder
[7] listenfirst
[6] election2020
[5] swampstories
[4] 2020election
[3] voteearlyday
[3] votersg



Top Hashtags in Tweet in G1:
[100] aac2020
[1] foia

Top Hashtags in Tweet in G2:
[12] electionsos
[7] blackjournalists
[2] votersg
[2] disruptdisinfo
[2] uscongress
[2] newsmatch
[2] etatsunis
[2] equity
[1] outoforder
[1] voteearlyday

Top Hashtags in Tweet in G3:
[4] election2020
[2] bpclive
[1] votersg

Top Hashtags in Tweet in G4:
[2] faithfulcitizenship2020
[1] 2020moralobligations
[1] faithfulcitizenship
[1] outoforder
[1] maga2020
[1] kag

Top Hashtags in Tweet in G5:
[2] voteearlyday
[1] voteearly

Top Hashtags in Tweet in G6:
[4] 2020election
[1] philanthropy
[1] voter

Top Hashtags in Tweet in G7:
[1] womenalsoknowstuff

Top Hashtags in Tweet in G8:
[5] swampstories
[5] outoforder
[2] voting
[2] election2020

Top Hashtags in Tweet in G10:
[2] inclusivecompetitiveness
[1] democracy
[1] journalism

Top Words
Top Words in Tweet in Entire Graph:
[242] democracyfund
[112] thanks
[99] #aac2020
[69] panel
[63] abramsinstitute
[61] election
[58] access
[54] mfiaclinic
[52] great
[51] yaleisp

Top Words in Tweet in G1:
[99] #aac2020
[80] thanks
[67] panel
[63] abramsinstitute
[57] access
[54] mfiaclinic
[51] yaleisp
[47] mfiaclinic's
[45] nikenberger
[43] accountability

Top Words in Tweet in G2:
[58] democracyfund
[22] fund
[21] therapy
[20] election
[19] relief
[18] apply
[14] black
[13] support
[13] need
[12] #electionsos

Top Words in Tweet in G3:
[31] democracyfund
[30] rp_griffin
[21] bpc_bipartisan
[21] generational
[20] report
[18] shifts
[16] demographic
[16] change
[15] election
[15] brookingsinst

Top Words in Tweet in G4:
[24] democracyfund
[20] gucstpubliclife
[17] election
[17] public
[15] moral
[14] 2020
[11] 12
[10] joegoldman
[10] obligations
[10] winners

Top Words in Tweet in G5:
[16] democracyfund
[15] ncslorg
[14] nasedorg
[14] nassorg
[14] fairerelections
[14] civicdesign
[14] aspeninstitute
[14] bpc_bipartisan
[14] cid_usc
[14] demworksinc

Top Words in Tweet in G6:
[7] democracyfund
[5] hewlett_found
[5] voter
[5] turnout
[4] late
[4] strengthen
[4] #2020election
[4] three
[4] ways
[4] harness

Top Words in Tweet in G7:
[28] womenalsoknow
[23] public
[20] facing
[20] scholarship
[19] learn
[19] write
[19] awesome
[19] dataset
[19] pitching
[19] assistance

Top Words in Tweet in G8:
[16] many
[11] democracyfund
[8] aztammyp
[8] wear
[8] hats
[8] underpaid
[8] today
[8] eos
[8] expected
[8] logisticians

Top Words in Tweet in G9:
[20] cande313
[17] journalism
[16] outlier
[16] leader
[16] filling
[16] information
[16] gaps
[16] creating
[16] responsive
[16] thanks

Top Words in Tweet in G10:
[8] democracyfund
[6] amikegreen2
[5] equity
[4] alone
[4] many
[4] resources
[4] analysis
[4] experienced
[4] people
[4] action

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[47] abramsinstitute,mfiaclinic's
[41] democracyfund,knightfdn
[33] knightfdn,craignewmark
[29] court,access
[28] access,accountability
[27] justice,future
[27] future,court
[25] mfiaclinic's,#aac2020
[25] accountability,2020
[21] public,facing

Top Word Pairs in Tweet in G1:
[47] abramsinstitute,mfiaclinic's
[37] democracyfund,knightfdn
[33] knightfdn,craignewmark
[29] court,access
[28] access,accountability
[27] justice,future
[27] future,court
[25] mfiaclinic's,#aac2020
[25] accountability,2020
[20] cc,democracyfund

Top Word Pairs in Tweet in G2:
[19] therapy,relief
[19] relief,fund
[12] black,journalists
[12] journalists,therapy
[10] re,worried
[10] worried,election
[10] election,need
[10] need,know
[10] know,made
[10] made,partnership

Top Word Pairs in Tweet in G3:
[14] numbers,americans
[13] tracker,record
[13] record,numbers
[13] americans,report
[13] report,plan
[13] plan,vote
[13] vote,before
[13] before,election
[13] election,day
[13] day,change

Top Word Pairs in Tweet in G4:
[10] election,2020
[10] 2020,moral
[10] moral,public
[10] public,obligations
[10] obligations,winners
[10] winners,losers
[10] losers,rest
[9] 12,30pm
[8] tues,10
[8] 30pm,edt

Top Word Pairs in Tweet in G5:
[14] ncslorg,nasedorg
[14] nasedorg,nassorg
[14] nassorg,fairerelections
[14] fairerelections,democracyfund
[14] democracyfund,civicdesign
[14] civicdesign,aspeninstitute
[14] aspeninstitute,bpc_bipartisan
[14] bpc_bipartisan,cid_usc
[14] cid_usc,demworksinc
[14] demworksinc,electionline

Top Word Pairs in Tweet in G6:
[4] late,strengthen
[4] strengthen,voter
[4] voter,turnout
[4] turnout,#2020election
[4] #2020election,three
[4] three,ways
[4] ways,harness
[4] harness,power
[3] tpiphilanthropy,late
[3] power,#

Top Word Pairs in Tweet in G7:
[20] public,facing
[20] facing,scholarship
[19] learn,write
[19] write,public
[19] scholarship,awesome
[19] awesome,dataset
[19] dataset,pitching
[19] pitching,assistance
[19] assistance,fingertips
[18] womenalsoknow,learn

Top Word Pairs in Tweet in G8:
[8] wear,many
[8] many,hats
[8] hats,many
[8] many,underpaid
[8] underpaid,today
[8] today,eos
[8] eos,expected
[8] expected,logisticians
[8] logisticians,cyber
[8] cyber,security

Top Word Pairs in Tweet in G9:
[16] outlier,leader
[16] leader,filling
[16] filling,information
[16] information,gaps
[16] gaps,creating
[16] creating,responsive
[16] responsive,journalism
[16] journalism,thanks
[16] thanks,investment
[16] investment,funding

Top Word Pairs in Tweet in G10:
[4] alone,many
[4] many,resources
[4] resources,analysis
[4] analysis,experienced
[4] experienced,people
[4] people,action
[4] action,plans
[4] plans,renewing
[4] renewing,peaceful
[4] democracyfund,ona

Top Replied-To
Top Replied-To in Entire Graph:
@cande313
@democracyfund
@healthyelex
@ncslorg
@helloctcl
@susanpage
@yaleisp
@gucstpubliclife
@jlupf
@crawfordstuff

Top Replied-To in G1:
@yaleisp
@mfiaclinic
@nikenberger
@tamimoscoe
@heidikitrosser

Top Replied-To in G2:
@tiffmoustakas
@weischoice
@raju
@attn
@jennycohn1

Top Replied-To in G3:
@susanpage
@redistrict
@rp_griffin

Top Replied-To in G4:
@gucstpubliclife
@jlupf
@crawfordstuff
@michaelrwear
@josh_good_
@democracyfund
@melissarogers

Top Replied-To in G5:
@healthyelex
@ncslorg
@helloctcl
@stanforddschool
@aztammyp
@powerthepolls
@persily

Top Replied-To in G6:
@travelinganna
@gannett

Top Replied-To in G7:
@adamambrogi
@womenalsoknow

Top Replied-To in G9:
@cande313
@mazsidahmed

Top Replied-To in G10:
@democracyfund
@amikegreen2
@maynardinst

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@mfiaclinic
@abramsinstitute
@yaleisp
@knightfdn
@nikenberger
@craignewmark
@bpc_bipartisan
@rp_griffin
@womenalsoknow

Top Mentioned in G1:
@mfiaclinic
@abramsinstitute
@yaleisp
@nikenberger
@democracyfund
@knightfdn
@craignewmark
@lkirchner
@hbwhbwhbw
@randersenjones

Top Mentioned in G2:
@democracyfund
@weischoice
@fordfoundation
@attn
@raju
@iwmf
@wearehearken
@knightfdn
@civilrightsorg
@beckerdavidj

Top Mentioned in G3:
@democracyfund
@rp_griffin
@bpc_bipartisan
@brookingsinst
@amprog
@ampr
@susanpage
@ucla
@monkeycageblog
@unm

Top Mentioned in G4:
@democracyfund
@gucstpubliclife
@joegoldman
@gupolitics
@emmaogreen
@maryfiorito
@trinityforum
@karinadeavila18
@crawfordstuff
@michaelrwear

Top Mentioned in G5:
@democracyfund
@nasedorg
@nassorg
@fairerelections
@civicdesign
@aspeninstitute
@bpc_bipartisan
@cid_usc
@demworksinc
@electionline

Top Mentioned in G6:
@democracyfund
@hewlett_found
@tpiphilanthropy
@losowsky
@kgardnr
@knightfdn
@rockbrosfund
@luminafound
@reaganinstitute
@archivesfdn

Top Mentioned in G7:
@womenalsoknow
@democracyfund
@thewpsa
@nado1377
@wome
@adamambrogi
@democra

Top Mentioned in G8:
@democracyfund
@aztammyp
@lizlhoward
@westonwamp
@voteathome
@ambermcreynolds
@securedemocracy
@davidalanlevine
@issueonereform
@gmfus

Top Mentioned in G9:
@cande313
@democracyfund

Top Mentioned in G10:
@democracyfund
@ona
@opennews
@loreleikelly
@amikegreen2
@fordfoundation
@jcstearns
@media2070
@maynardinst
@nhannahjones

Top Tweeters
Top Tweeters in Entire Graph:
@rjber15
@lorettabower3
@nytimes
@washingtonpost
@detroitplair
@laurendownsouth
@ghostdansing
@leslie_resists
@mtv
@lolgop

Top Tweeters in G1:
@craignewmark
@normative
@samswey
@knightfdn
@iethics
@vtdigger
@wendi_c_thomas
@kashhill
@mlk50memphis
@heidikitrosser

Top Tweeters in G2:
@detroitplair
@jennycohn1
@iconcollector2
@wajahatali
@propublica
@poynter
@nasa
@artmusiclife
@mathieugallard
@jmgpix

Top Tweeters in G3:
@rjber15
@laurendownsouth
@leslie_resists
@lolgop
@hopewenttodie
@oliveiqnite
@tcwittes
@brookingsinst
@kkondik
@rebel_reel

Top Tweeters in G4:
@michaelrwear
@alma_ruth
@brookingsgov
@jlupf
@crawfordstuff
@darrwest
@ejdionne
@gechmeifyoucan
@donhargrove2
@gerilake2

Top Tweeters in G5:
@washingtonpost
@mtv
@jmartnyt
@animalmemorial
@alexburnsnyt
@aspeninstitute
@ncslorg
@novapbs
@gronke
@committeeof70

Top Tweeters in G6:
@travelinganna
@fetzerinstitute
@jawtry
@smithbm12
@kgardnr
@luminafound
@archivesfdn
@afjbebold
@anjdelgado
@coralproject

Top Tweeters in G7:
@electionbabe
@victor_asal
@avgnsdave
@cavalenzu
@arete_roper
@prowag
@profmichelson
@womenalsoknow
@adamambrogi
@emmathsn

Top Tweeters in G8:
@lorettabower3
@joymcdmcdonald
@benjred
@onethingycd
@brennancenter
@whowhatwhy
@celestekatznyc
@aztammyp
@gmfus
@issueonereform

Top Tweeters in G9:
@amyresnick
@cande313
@tauhidchappell
@debofficially
@joegermuska
@ashleyalvarado
@elissayancey
@jenidelao
@kristenhare
@katduncanphoto

Top Tweeters in G10:
@ghostdansing
@amikegreen2
@jcstearns
@freepress
@carnegiecouncil
@omidyarnetwork
@plough_shares
@nhannahjones
@ona
@erika_owens