democracyfund , Twitter, 10/28/2021 6:51:17 PM, 264989


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democracyfund _2021-10-28_09-08-17.xlsx
democracyfund _2021-10-28_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3EkBHUU
@democracyfund
@civicinfluencer
@thebridgework
@shrmexecnetwork
@cisagov
@ssembogojohn3
@voteearlyday
@christinayiotis
@tiboaldo
@intoactionus

Top hashtags:
#standforcatalonia
#taiwanisnotchina
#freewestpapua

Description:
Description
The graph represents a network of 308 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, 28 October 2021 at 16:08 UTC.

The requested start date was Thursday, 28 October 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, 3-hour, 40-minute period from Thursday, 14 October 2021 at 15:59 UTC to Wednesday, 27 October 2021 at 19:39 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 : 308
Unique Edges : 590
Edges With Duplicates : 453
Total Edges : 1043
Number of Edge Types : 5
Retweet : 148
MentionsInRetweet : 503
Mentions : 345
Tweet : 12
Replies to : 35
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.036745406824147
Reciprocated Edge Ratio : 0.0708860759493671
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 283
Maximum Edges in a Connected Component : 1012
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.867327
Graph Density : 0.00835483734506536
Modularity : 0.500441
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 308 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, 28 October 2021 at 16:08 UTC.

The requested start date was Thursday, 28 October 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, 3-hour, 40-minute period from Thursday, 14 October 2021 at 15:59 UTC to Wednesday, 27 October 2021 at 19:39 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:
[4] https://twitter.com/DemocracyFund/status/1451182737147240452
[3] https://www.un.org/democracyfund/content/call-project-proposals
[3] https://www.linkedin.com/slink?code=dJPAMJ5X
[3] https://www.voterstudygroup.org/publication/racing-apart
[2] https://twitter.com/electionline/status/1448682095317078019
[2] https://www.latimes.com/politics/newsletter/2021-10-22/remarkable-shift-in-attitudes-on-race-leaves-us-more-divided-essential-politics
[2] https://jobs.thebridgework.com/
[2] https://www.newhavenindependent.org/index.php/archives/entry/mayoral_debate3/#.YW97l8IZgSk.twitter
[1] https://twitter.com/JFKLibrary/status/1450491712665686023
[1] https://twitter.com/AishvaryaKavi/status/1449813682519695368

Top URLs in Tweet in G1:
[2] https://www.voterstudygroup.org/publication/racing-apart
[1] https://www.latimes.com/politics/newsletter/2021-10-22/remarkable-shift-in-attitudes-on-race-leaves-us-more-divided-essential-politics
[1] https://www.voterstudygroup.org/publication/racing-apart#.YXL_5l2dpxM.twitter
[1] https://twitter.com/rp_griffin/status/1451208012471877635
[1] https://opiniontoday.com/2021/10/21/racing-apart-partisan-shifts-on-racial-attitudes-over-the-last-decade/

Top URLs in Tweet in G2:
[2] https://twitter.com/electionline/status/1448682095317078019
[1] https://twitter.com/JFKLibrary/status/1450491712665686023
[1] https://www.voterstudygroup.org/publication/racing-apart
[1] https://twitter.com/RudyMehrbani/status/1452737485230968844
[1] https://inn.org/news/as-nonprofit-news-emerges-as-a-vital-public-service-funders-pledge-3-8-million-to-match-individual-donations/
[1] https://twitter.com/AishvaryaKavi/status/1449813682519695368
[1] https://twitter.com/democracyfund/status/1450503548765081605
[1] https://www.eventbrite.com/e/democracy-fund-language-access-for-voters-summit-registration-169522158339
[1] https://electionline.org/electionline-weekly/
[1] https://carnegieendowment.org/publications/85638

Top URLs in Tweet in G3:
[1] https://twitter.com/WhenWeAllVote/status/1450865603540103171

Top URLs in Tweet in G6:
[2] https://jobs.thebridgework.com/
[1] https://mailchi.mp/thebridgework/facebook-papers-live-blog-new-jobs-fellowships-from-ca-to-ny-to-dc-tesla-hits-1t-market-capamazons-quantum-computing-center-sharethemicincyber
[1] https://jobs.thebridgework.com/jobs/85720498-senior-counsel-at-democracy-fund
[1] https://mailchi.mp/thebridgework/an-ai-bill-of-rights-facebooks-dangerous-individuals-orgs-list-google-maps-of-space

Top URLs in Tweet in G7:
[2] https://www.newhavenindependent.org/index.php/archives/entry/mayoral_debate3/#.YW97l8IZgSk.twitter
[1] https://trib.al/nURSM1u

Top URLs in Tweet in G9:
[1] https://twitter.com/akrondevilstrip/status/1450181789998358532
[1] https://members.newsleaders.org/blog_home.asp?Display=2343
[1] https://twitter.com/CenterCoopMedia/status/1451267145577476097

Top URLs in Tweet in G10:
[1] https://www.washingtonpost.com/politics/2021/10/25/biden-inherited-broken-government-attracting-new-generation-civil-servants-wont-be-easy/?tid=ss_tw
[1] https://www.washingtonpost.com/politics/2021/10/25/biden-inherited-broken-government-attracting-new-generation-civil-servants-wont-be-easy/

Top Domains
Top Domains in Tweet in Entire Graph:
[16] twitter.com
[7] un.org
[4] voterstudygroup.org
[3] electionline.org
[3] mailchi.mp
[3] thebridgework.com
[3] linkedin.com
[2] latimes.com
[2] carnegieendowment.org
[2] washingtonpost.com

Top Domains in Tweet in G1:
[3] voterstudygroup.org
[1] latimes.com
[1] twitter.com
[1] opiniontoday.com

Top Domains in Tweet in G2:
[8] twitter.com
[3] electionline.org
[2] carnegieendowment.org
[1] voterstudygroup.org
[1] inn.org
[1] eventbrite.com
[1] ceip.org
[1] mailchi.mp
[1] medium.com
[1] trustbasedphilanthropy.org

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G6:
[3] thebridgework.com
[2] mailchi.mp

Top Domains in Tweet in G7:
[2] newhavenindependent.org
[1] trib.al

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

Top Domains in Tweet in G10:
[2] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] standforcatalonia
[8] taiwanisnotchina
[8] freewestpapua
[4] democracy
[4] voteearlyday
[3] elections
[3] cisacybersummit
[3] jobseeker
[3] ny
[3] dc



Top Hashtags in Tweet in G1:
[1] strongertogether
[1] buildbackbetter

Top Hashtags in Tweet in G2:
[2] unitedstates
[2] racial
[1] voterstudygroup
[1] civilservice
[1] racialjustice
[1] transitionaljustice
[1] violence

Top Hashtags in Tweet in G3:
[4] voteearlyday
[1] wwavchat

Top Hashtags in Tweet in G4:
[3] cisacybersummit
[2] cybersecurity
[2] power
[2] partnership
[2] securing
[2] democracy
[2] elections

Top Hashtags in Tweet in G5:
[8] standforcatalonia
[8] taiwanisnotchina
[8] freewestpapua

Top Hashtags in Tweet in G6:
[3] jobseeker
[3] ny
[3] dc
[3] va
[3] ma
[3] hiringnow
[3] hiring
[2] thebridgejobs
[2] democracy
[2] jobs

Top Hashtags in Tweet in G7:
[2] democracyfund
[1] elections
[1] vote

Top Hashtags in Tweet in G8:
[2] shrmen

Top Hashtags in Tweet in G9:
[1] peerfund

Top Words
Top Words in Tweet in Entire Graph:
[167] democracyfund
[105] rp_griffin
[101] johnmsides
[87] more
[79] tedlieu
[77] asian
[72] group
[72] americans
[71] america
[68] dear

Top Words in Tweet in G1:
[103] rp_griffin
[100] johnmsides
[95] democracyfund
[79] tedlieu
[77] asian
[69] more
[69] americans
[69] group
[68] dear
[68] wtf

Top Words in Tweet in G2:
[39] democracyfund
[17] paper
[17] electionline
[17] astridmgarcia
[17] cross
[14] foce
[13] report
[13] collaboration
[11] newser
[11] week

Top Words in Tweet in G3:
[7] slsvcoalition
[5] caafoundation
[5] mtv
[5] viacomcbs
[4] voteearlyday
[4] democracyfund
[4] a10
[4] grateful
[4] democracy
[4] champs

Top Words in Tweet in G4:
[17] eacgov
[16] cisagov
[16] secure
[16] palmer
[16] tammy
[16] patrick
[15] next
[15] ll
[15] look
[15] democracy

Top Words in Tweet in G5:
[10] litaborras
[10] grassroots4wstp
[9] ssembogojohn3
[8] resistance
[8] first
[8] step
[8] change
[8] #standforcatalonia
[8] #taiwanisnotchina
[8] #freewestpapua

Top Words in Tweet in G6:
[8] democracyfund
[4] datainnovation
[4] itifdc
[4] fedtechstartups
[4] more
[4] democracy
[3] #jobseeker
[3] #ny
[3] #dc
[3] #va

Top Words in Tweet in G7:
[7] debate
[6] mayoral
[6] haven
[6] ctcapitolreport
[6] mayorelicker
[5] newhavenindy
[5] wtnh
[5] newhavengop
[5] jodilatina8
[4] pauljbass

Top Words in Tweet in G8:
[11] belonging
[6] look
[5] shrmexecnetwork
[4] janewales
[4] aspeninstitute
[4] moderates
[4] philanthropy
[4] incentivizing
[4] civil
[4] society

Top Words in Tweet in G9:
[4] democracyfund
[3] more
[2] knightfdn
[2] network
[2] black
[2] brown
[2] media
[2] outlets
[2] share
[2] content

Top Words in Tweet in G10:
[5] rudymehrbani
[4] monkeycageblog
[4] democracyfund
[3] today's
[3] rethinking
[3] democracy
[3] essay
[3] protctdemocracy
[3] examines
[3] biden

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[85] rp_griffin,johnmsides
[84] johnmsides,democracyfund
[69] asian,americans
[68] dear,rp_griffin
[68] democracyfund,wtf
[68] wtf,asian
[68] americans,fastest
[68] fastest,increasing
[68] increasing,group
[68] group,america

Top Word Pairs in Tweet in G1:
[85] rp_griffin,johnmsides
[84] johnmsides,democracyfund
[69] asian,americans
[68] dear,rp_griffin
[68] democracyfund,wtf
[68] wtf,asian
[68] americans,fastest
[68] fastest,increasing
[68] increasing,group
[68] group,america

Top Word Pairs in Tweet in G2:
[12] cross,collaboration
[12] astridmgarcia,foce
[12] foce,democracyfund
[11] newser,week
[11] week,white
[11] white,paper
[11] paper,cross
[11] collaboration,astridmgarcia
[11] democracyfund,plus
[11] plus,oral

Top Word Pairs in Tweet in G3:
[5] caafoundation,slsvcoalition
[5] slsvcoalition,mtv
[5] mtv,viacomcbs
[4] a10,grateful
[4] grateful,democracy
[4] democracy,champs
[4] champs,make
[4] make,#voteearlyday
[4] #voteearlyday,possible
[4] possible,caafoundation

Top Word Pairs in Tweet in G4:
[16] tammy,patrick
[15] next,ll
[15] ll,look
[15] look,secure
[15] secure,democracy
[15] democracy,elections
[15] elections,don
[15] don,palmer
[15] palmer,eacgov
[15] eacgov,tammy

Top Word Pairs in Tweet in G5:
[10] litaborras,grassroots4wstp
[8] resistance,first
[8] first,step
[8] step,change
[8] change,#standforcatalonia
[8] #standforcatalonia,#taiwanisnotchina
[8] #taiwanisnotchina,#freewestpapua
[8] #freewestpapua,litaborras
[7] ssembogojohn3,resistance
[3] grassroots4wstp,krls

Top Word Pairs in Tweet in G6:
[3] #jobseeker,#ny
[3] #ny,#dc
[3] #dc,#va
[3] #va,#ma
[3] #ma,datainnovation
[3] datainnovation,itifdc
[3] itifdc,democracyfund
[3] democracyfund,fedtechstartups
[3] fedtechstartups,demworksinc
[3] jobs,democracyfund

Top Word Pairs in Tweet in G7:
[5] debate,haven
[4] pauljbass,newhavenindy
[4] newhavenindy,lavozhispanact
[4] lavozhispanact,nhrmoleary
[4] nhrmoleary,wnhhlp
[4] wtnh,ctcapitolreport
[4] mayoral,debate
[3] ctcapitolreport,mayorelicker
[3] mayorelicker,pauljbass
[3] jodilatina8,wtnh

Top Word Pairs in Tweet in G8:
[4] janewales,aspeninstitute
[4] aspeninstitute,moderates
[4] moderates,belonging
[4] belonging,philanthropy
[4] philanthropy,incentivizing
[4] incentivizing,belonging
[4] belonging,civil
[4] civil,society
[3] shrmexecnetwork,janewales
[3] look,belonging

Top Word Pairs in Tweet in G9:
[2] network,black
[2] black,brown
[2] brown,media
[2] media,outlets
[2] outlets,share
[2] share,content
[2] content,revenue
[2] revenue,stay
[2] stay,tuned
[2] tuned,growth

Top Word Pairs in Tweet in G10:
[4] rudymehrbani,democracyfund
[3] today's,rethinking
[3] rethinking,democracy
[3] democracy,essay
[3] essay,protctdemocracy
[3] protctdemocracy,monkeycageblog
[3] monkeycageblog,rudymehrbani
[3] democracyfund,examines
[2] uchicagoceg,today's
[2] biden,inherited

Top Replied-To
Top Replied-To in Entire Graph:
@tedlieu
@rp_griffin
@aztammyp
@tableau
@vandypolisci
@cisagov
@sarahgustavus
@gteresa
@voteearlyday
@ag_nau

Top Replied-To in G1:
@tedlieu
@rp_griffin
@vandypolisci
@ag_nau
@cringetalk
@areck12
@mike_calamari
@jjoeaz

Top Replied-To in G2:
@aztammyp
@sarahgustavus
@gteresa
@heres_christine

Top Replied-To in G3:
@tableau
@voteearlyday

Top Replied-To in G4:
@cisagov

Top Replied-To in G5:
@ssembogojohn3

Top Replied-To in G7:
@newhavengop
@jodilatina8
@wtnh

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@johnmsides
@rp_griffin
@tedlieu
@eacgov
@electionline
@astridmgarcia
@cisagov
@democ
@litaborras

Top Mentioned in G1:
@johnmsides
@democracyfund
@rp_griffin
@tedlieu
@_amengel
@vandypolisci
@opiniontoday
@davidlauter
@latimes
@mangoldphoebe

Top Mentioned in G2:
@democracyfund
@electionline
@astridmgarcia
@ashleyquarcoo
@aztammyp
@gteresa
@newsmatch
@jcstearns
@nmlocalnews

Top Mentioned in G3:
@slsvcoalition
@caafoundation
@mtv
@viacomcbs
@democracyfund
@voteearlyday
@twitter
@poderlatinx
@snapchat
@univision

Top Mentioned in G4:
@eacgov
@cisagov
@democ
@democracyfund
@louisianagov
@christinayiotis
@cis
@bobkolasky
@votingguy
@louisiana_sos

Top Mentioned in G5:
@litaborras
@grassroots4wstp
@ssembogojohn3
@rppbersuara
@krls
@josepalay
@fwpcpng
@taiwan_today
@taiwanpresspox
@tfdemocracy

Top Mentioned in G6:
@democracyfund
@datainnovation
@itifdc
@fedtechstartups
@demworksinc
@thebridgework
@rilatweets
@congressfellows
@dspolitical

Top Mentioned in G7:
@ctcapitolreport
@mayorelicker
@newhavenindy
@wtnh
@newhavengop
@jodilatina8
@pauljbass
@lavozhispanact
@nhrmoleary
@wnhhlp

Top Mentioned in G8:
@shrmexecnetwork
@janewales
@aspeninstitute
@najmaroberts
@democracyfund
@darrellmbooker
@msphilanthropic
@evanfeinberg
@_stfoundation
@carylstern

Top Mentioned in G9:
@democracyfund
@knightfdn
@clevefoundation
@journalismproj
@niemanlab
@mitrakalita
@iwmf
@centercoopmedia

Top Mentioned in G10:
@rudymehrbani
@monkeycageblog
@democracyfund
@protctdemocracy
@uchicagoceg
@dem

Top Tweeters
Top Tweeters in Entire Graph:
@cagney1991
@inspiteoftrump
@all435reps
@jrbkjrbk
@mstepczyk
@kat223
@tassajarard
@feinberg_linda
@linmp1031
@weirmb

Top Tweeters in G1:
@cagney1991
@inspiteoftrump
@all435reps
@jrbkjrbk
@mstepczyk
@kat223
@tassajarard
@feinberg_linda
@weirmb
@latimes

Top Tweeters in G2:
@pndblog
@jcstearns
@clarissambrooks
@georgewillmdole
@mediatwit
@amybchan
@aztammyp
@carnegieendow
@jwaggo
@pindergast

Top Tweeters in G3:
@linmp1031
@mtv
@univision
@qfad31aka
@dosomething
@naacp
@fordfoundation
@tableau
@rockthevote
@patagonia

Top Tweeters in G4:
@gate_15_analyst
@thesiliconhill
@deiustitiaadrem
@christinayiotis
@turgut_guliyev
@madhavanpallan
@louisianagov
@dhsgov
@eacgov
@votingguy

Top Tweeters in G5:
@sansmarcuello
@colacaodon
@hillarytaylorvi
@josepalay
@jesusagudo_
@litaborras
@bonom99
@krls
@rppbersuara
@ssembogojohn3

Top Tweeters in G6:
@airbnb
@itifdc
@stripe
@datainnovation
@workday
@rilatweets
@aebrandenburger
@joinlincoln
@thebridgework
@quorumanalytics

Top Tweeters in G7:
@wtnh
@ctcapitolreport
@aftct
@valleyindy
@newhavenindy
@pauljbass
@lavozhispanact
@jodilatina8
@wnhhlp
@evazymaris

Top Tweeters in G8:
@shrm
@aspeninstitute
@msphilanthropic
@najmaroberts
@darrellmbooker
@waltonfamilyfdn
@evanfeinberg
@shrmexecnetwork
@_stfoundation
@carylstern

Top Tweeters in G9:
@knightfdn
@niemanlab
@iwmf
@mitrakalita
@clevefoundation
@centercoopmedia
@jeanettebeebe
@abbyibe
@journalismproj

Top Tweeters in G10:
@shizzster
@monkeycageblog
@protctdemocracy
@rudymehrbani
@uchicagoceg
@dem
@jrdresden