democracyfund , Twitter, 8/6/2020 10:56:02 PM, 232038


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democracyfund _2020-08-06_09-36-01.xlsx
democracyfund _2020-08-06_09-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
democracyfund via NodeXL https://bit.ly/3a58kYM
@democracyfund
@vavreck
@wendi_c_thomas
@cwarshaw
@upshotnyt
@demdigest
@marazepeda
@adamambrogi
@jretis
@niskanencenter

Top hashtags:
#election
#participatorybudgeting
#resilientrapidresponse
#nabjnahj20
#election2020

Description:
Description
The graph represents a network of 298 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, 06 August 2020 at 16:36 UTC.

The requested start date was Thursday, 06 August 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, 0-hour, 33-minute period from Thursday, 23 July 2020 at 14:29 UTC to Wednesday, 05 August 2020 at 15:02 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 : 298
Unique Edges : 519
Edges With Duplicates : 478
Total Edges : 997
Number of Edge Types : 5
Retweet : 191
MentionsInRetweet : 519
Mentions : 263
Replies to : 22
Tweet : 2
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.0444126074498567
Reciprocated Edge Ratio : 0.0850480109739369
Connected Components : 5
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 284
Maximum Edges in a Connected Component : 985
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.809714
Graph Density : 0.00823672971323978
Modularity : 0.471691
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 298 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, 06 August 2020 at 16:36 UTC.

The requested start date was Thursday, 06 August 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, 0-hour, 33-minute period from Thursday, 23 July 2020 at 14:29 UTC to Wednesday, 05 August 2020 at 15:02 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:
[6] https://www.publicagenda.org/reports/participatory-budgeting-in-new-york-city/
[6] https://medium.com/the-engaged-journalism-lab/beyond-the-statement-how-journalism-funders-can-act-in-solidarity-with-marginalized-communities-a4053f95cc41
[4] https://democracyfund.applytojob.com/apply/KaIqhEqYmD/Public-Square-Program-Internship-Begins-Fall-2020
[4] https://www.nytimes.com/2020/07/28/upshot/polling-trump-virus-election.html?smid=tw-share
[3] https://www.nbcnews.com/think/opinion/2020-election-heats-find-out-how-your-fellow-americans-feel-ncna1234649
[2] https://twitter.com/voteathome/status/1286437412521021440
[2] https://twitter.com/DemocracyFund/status/1286307337423257600
[2] https://www.nytimes.com/2020/07/28/upshot/polling-trump-virus-election.html
[2] https://twitter.com/DemocracyFund/status/1286345421196079109
[1] https://twitter.com/DotCoStudio/status/1290671646366408705

Top URLs in Tweet in G1:
[3] https://www.nytimes.com/2020/07/28/upshot/polling-trump-virus-election.html?smid=tw-share
[1] https://twitter.com/Garrett_Archer/status/1290747217179865089?s=20
[1] https://www.nytimes.com/2020/07/28/upshot/polling-trump-virus-election.html
[1] https://www.voterstudygroup.org/covid-19-updates
[1] https://www.usatoday.com/story/news/politics/2020/07/31/covid-19-survey-fewer-americans-favor-sending-kids-back-school/5547243002/
[1] https://twitter.com/UpshotNYT/status/1288099893714853890

Top URLs in Tweet in G2:
[5] https://medium.com/the-engaged-journalism-lab/beyond-the-statement-how-journalism-funders-can-act-in-solidarity-with-marginalized-communities-a4053f95cc41
[3] https://www.nbcnews.com/think/opinion/2020-election-heats-find-out-how-your-fellow-americans-feel-ncna1234649
[2] https://twitter.com/voteathome/status/1286437412521021440
[1] https://www.publicagenda.org/reports/participatory-budgeting-in-new-york-city/
[1] https://www.voterstudygroup.org/covid-19-updates#
[1] https://www.nytimes.com/2020/07/28/upshot/polling-trump-virus-election.html
[1] https://mmcablackvoices3.splashthat.com/
[1] https://medium.com/we-are-hearken/what-will-journalists-do-when-election-night-becomes-election-week-1aac5d1f997b
[1] https://youtube.com/watch?v=3sLSb3s0oFM

[1] https://twitter.com/tianaej/status/1290637486767693824

Top URLs in Tweet in G3:
[1] https://democracyfund.org/idea/three-reports-spotlight-the-role-of-media-by-and-for-diverse-communities-in-america/
[1] https://twitter.com/NABJ/status/1289036070571724800
[1] https://twitter.com/MLK50Memphis/status/1263619361283153920

Top URLs in Tweet in G4:
[1] https://twitter.com/DotCoStudio/status/1290671646366408705
[1] http://dotconnectorstudio.com/how-do-we-ensure-that-everyone-has-access-to-the-news-they-need/
[1] https://academicjobsonline.org/ajo/jobs/16598
[1] https://twitter.com/robyncaplan/status/1288211588206526466
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fthewholestory.solutionsjournalism.org%2Fthis-is-the-path-to-creating-real-change-75c5a83bd846

Top URLs in Tweet in G5:
[3] https://democracyfund.applytojob.com/apply/KaIqhEqYmD/Public-Square-Program-Internship-Begins-Fall-2020
[2] https://twitter.com/DemocracyFund/status/1286345421196079109
[1] https://democracyfund.org/who-we-are/jobs/
[1] https://medium.com/the-engaged-journalism-lab/beyond-the-statement-how-journalism-funders-can-act-in-solidarity-with-marginalized-communities-a4053f95cc41?source=email-2573c9af10e6-1595522192994-layerCake.autoLayerCakeWriterNotification-------------------------d21f9808_7862_47d0_80f6_6c3e1ab2202c&sk=051910c99c66ae09d04c070c278e247b
[1] https://medium.com/the-engaged-journalism-lab/beyond-the-statement-how-journalism-funders-can-act-in-solidarity-with-marginalized-communities-a4053f95cc41

Top URLs in Tweet in G6:
[1] https://www.brennancenter.org/issues/defend-our-elections/election-security

Top URLs in Tweet in G7:
[5] https://www.publicagenda.org/reports/participatory-budgeting-in-new-york-city/
[2] https://twitter.com/DemocracyFund/status/1286307337423257600
[1] https://twitter.com/democracyfund/status/1286307337423257600

Top URLs in Tweet in G8:
[1] https://electionsos.com/
[1] https://twitter.com/jonfavs/status/1290056081318674432

Top URLs in Tweet in G9:
[1] https://www.demdigest.org/democracy-for-losers-the-silencing-of-the-majority/

Top URLs in Tweet in G10:
[1] https://clinicaltrials.gov/ct2/show/NCT04460703

Top Domains
Top Domains in Tweet in Entire Graph:
[19] twitter.com
[11] medium.com
[6] publicagenda.org
[6] nytimes.com
[5] democracyfund.org
[5] applytojob.com
[3] nbcnews.com
[2] youtube.com
[2] voterstudygroup.org
[1] campaign-archive.com

Top Domains in Tweet in G1:
[4] nytimes.com
[2] twitter.com
[1] voterstudygroup.org
[1] usatoday.com

Top Domains in Tweet in G2:
[8] medium.com
[6] twitter.com
[3] nbcnews.com
[2] nytimes.com
[2] youtube.com
[2] applytojob.com
[1] publicagenda.org
[1] voterstudygroup.org
[1] splashthat.com
[1] electionline.org

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

Top Domains in Tweet in G4:
[2] twitter.com
[1] dotconnectorstudio.com
[1] academicjobsonline.org
[1] medium.com

Top Domains in Tweet in G5:
[3] applytojob.com
[2] medium.com
[2] twitter.com
[1] democracyfund.org

Top Domains in Tweet in G6:
[1] brennancenter.org

Top Domains in Tweet in G7:
[5] publicagenda.org
[3] twitter.com

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

Top Domains in Tweet in G9:
[1] demdigest.org

Top Domains in Tweet in G10:
[1] clinicaltrials.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] election
[7] participatorybudgeting
[3] resilientrapidresponse
[3] nabjnahj20
[3] election2020
[3] votebymail
[2] journalism
[2] votersg
[2] voterstudygroup
[2] coronavirus



Top Hashtags in Tweet in G1:
[1] voterstudygroup
[1] politics
[1] health
[1] coronavirus

Top Hashtags in Tweet in G2:
[12] election
[3] election2020
[3] votebymail
[2] votersg
[1] participatorybudgeting
[1] ejlab
[1] electionsos
[1] voterstudygroup
[1] citizenshipsimplified
[1] police

Top Hashtags in Tweet in G4:
[1] journalism

Top Hashtags in Tweet in G5:
[3] nabjnahj20
[1] localfix
[1] blacklivesmatter

Top Hashtags in Tweet in G7:
[6] participatorybudgeting
[1] publicbudgeting
[1] nyc

Top Words
Top Words in Tweet in Entire Graph:
[153] democracyfund
[90] vavreck
[70] trump
[64] votes
[57] cwarshaw
[50] covid
[47] data
[45] using
[42] local
[40] county

Top Words in Tweet in G1:
[89] vavreck
[69] trump
[64] votes
[56] cwarshaw
[47] covid
[44] using
[42] data
[39] democracyfund
[39] county
[38] seeing

Top Words in Tweet in G2:
[42] democracyfund
[24] mail
[17] more
[16] help
[12] #election
[12] administration
[12] planning
[10] pandemic
[10] election
[10] aztammyp

Top Words in Tweet in G3:
[9] democracyfund
[7] nabj
[4] partners
[4] care
[4] cares
[4] take
[4] time
[4] rant
[4] vent
[4] debrief

Top Words in Tweet in G4:
[19] work
[19] knightfdn
[19] democracyfund
[16] opportunity
[15] incredible
[15] pmnapoli
[14] job
[14] alert
[14] fantastic
[14] researcher

Top Words in Tweet in G5:
[26] journalism
[11] join
[11] democracyfund
[10] intern
[10] fall
[10] engaged
[10] solidarity
[9] guest
[9] lab
[8] thelocalnewslab

Top Words in Tweet in G6:
[9] along
[9] coalition
[9] partners
[9] asked
[9] congress
[9] help
[9] fund
[9] elections
[9] issueonereform
[9] democracyfund

Top Words in Tweet in G7:
[15] democracyfund
[14] research
[13] nyusteinhardt
[12] public
[12] publicagenda
[10] spent
[9] finds
[8] people
[8] funds
[7] happens

Top Words in Tweet in G8:
[5] indeed
[5] entire
[5] initiative
[5] underway
[5] jonfavs
[5] benyt
[5] check
[5] election
[5] sos
[5] effort

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] cwarshaw,using
[36] trump,declared
[36] declared,himself
[36] himself,wartime
[36] wartime,president
[36] president,seeing
[36] seeing,downside
[36] downside,local
[36] local,casualties
[36] casualties,war

Top Word Pairs in Tweet in G1:
[42] cwarshaw,using
[36] trump,declared
[36] declared,himself
[36] himself,wartime
[36] wartime,president
[36] president,seeing
[36] seeing,downside
[36] downside,local
[36] local,casualties
[36] casualties,war

Top Word Pairs in Tweet in G2:
[9] missed,#election
[9] #election,administration
[9] administration,expert
[9] expert,aztammyp
[9] aztammyp,democracyfund
[9] democracyfund,voting
[9] voting,mail
[9] mail,during
[9] during,pandemic
[9] pandemic,under

Top Word Pairs in Tweet in G3:
[4] partners,democracyfund
[4] democracyfund,care
[4] care,nabj
[4] nabj,cares
[4] cares,take
[4] take,time
[4] time,rant
[4] rant,vent
[4] vent,debrief
[4] debrief,talk

Top Word Pairs in Tweet in G4:
[16] democracyfund,knightfdn
[15] incredible,pmnapoli
[15] pmnapoli,democracyfund
[14] job,alert
[14] alert,fantastic
[14] fantastic,opportunity
[14] opportunity,researcher
[14] researcher,work
[14] work,incredible
[13] robyncaplan,job

Top Word Pairs in Tweet in G5:
[10] solidarity,journalism
[9] engaged,journalism
[9] journalism,lab
[9] lab,solidarity
[8] join,thelocalnewslab
[8] thelocalnewslab,democracyfund
[8] democracyfund,intern
[8] intern,fall
[8] fall,tell
[8] tell,students

Top Word Pairs in Tweet in G6:
[9] along,coalition
[9] coalition,partners
[9] partners,asked
[9] asked,congress
[9] congress,help
[9] help,fund
[9] fund,elections
[9] elections,issueonereform
[9] issueonereform,democracyfund
[9] democracyfund,rsi

Top Word Pairs in Tweet in G7:
[10] publicagenda,nyusteinhardt
[9] spent,research
[8] public,funds
[8] funds,spent
[8] research,publicagenda
[8] nyusteinhardt,finds
[7] democracyfund,happens
[7] happens,people
[7] people,public
[4] spending,priorities

Top Word Pairs in Tweet in G8:
[5] indeed,entire
[5] entire,initiative
[5] initiative,underway
[5] underway,jonfavs
[5] jonfavs,benyt
[5] benyt,check
[5] check,election
[5] election,sos
[5] sos,effort
[4] marazepeda,indeed

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@vavreck
@cwarshaw
@upshotnyt
@ucla
@knightfdn
@rp_griffin
@nyusteinhardt
@pmnapoli
@publicagenda

Top Mentioned in G1:
@vavreck
@cwarshaw
@democracyfund
@upshotnyt
@ucla
@rp_griffin
@ryanbaxterking
@jdbk
@ctausanovitch
@jonj

Top Mentioned in G2:
@democracyfund
@aztammyp
@wearehearken
@adamambrogi
@helloctcl
@keeganhugs
@rp_griffin
@electionline
@hhhelections
@govsight1

Top Mentioned in G3:
@democracyfund
@nabj
@nahj
@dorothy4nabj
@jretis
@lionpubs
@aaja
@writersofcolor
@spj_tweets
@nlgja

Top Mentioned in G4:
@knightfdn
@democracyfund
@pmnapoli
@robyncaplan
@dotcostudio
@beyondbroadcast
@fordfoundation
@mediatwit
@andysherry
@dukesanford

Top Mentioned in G5:
@democracyfund
@thelocalnewslab
@anitawrites
@newsbyschmidt
@gteresa
@jretis
@lmariahtrusty
@jcstearns
@nadiafirozvi
@jtmstream

Top Mentioned in G6:
@issueonereform
@democracyfund
@rsi
@niskanencenter
@st
@standupamerica
@protctdemocracy
@projectlincoln
@brennancenter

Top Mentioned in G7:
@democracyfund
@nyusteinhardt
@publicagenda
@hwr_berlin
@nps_journal
@pbproject
@peoplepowrd

Top Mentioned in G8:
@jonfavs
@benyt
@marazepeda
@wearehearken
@democracyfund
@ampress

Top Mentioned in G9:
@democracyfund
@newamerica
@leedrutman
@fsistanford
@hooverinst
@larrydiamond
@thehill

Top Mentioned in G10:
@vanessabeeley
@evakbartlett
@2ndnewmoon

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@yordimx
@ken_crichlow
@lorettabower3
@dwatchnews
@auntinaz
@freep
@visiblesoul
@locou9
@yahoonews

Top Tweeters in G1:
@yordimx
@ken_crichlow
@lorettabower3
@auntinaz
@visiblesoul
@locou9
@norberta36
@samsmith_phd
@therealgloria
@portcitypisces

Top Tweeters in G2:
@dwatchnews
@yahoonews
@rickhasen
@laxmammi
@lynn_bartels
@bryanstrawser
@rogeliketweety
@aztammyp
@ashleyalvarado
@ipublicpolicy

Top Tweeters in G3:
@nicoleedits
@niemanlab
@wendi_c_thomas
@nahj
@nabj
@lionpubs
@tmpowell
@iwmf
@spj_tweets
@ryan_wms

Top Tweeters in G4:
@knightfdn
@mediatwit
@rutgerscomminfo
@giuliowolfe
@fordfoundation
@scott_bot
@jasminemcnealy
@dukesanford
@beyondbroadcast
@bmecommunity

Top Tweeters in G5:
@jcstearns
@elissayancey
@damemagazine
@marinafang
@azirulnick
@scuethics
@gteresa
@newsbyschmidt
@ljlincoln
@benjamintoff

Top Tweeters in G6:
@dianeeugenio
@rsi
@brennancenter
@genereaux2019
@coleenjordan23
@issueonereform
@niskanencenter
@standupamerica
@feisty_gal
@protctdemocracy

Top Tweeters in G7:
@nyusteinhardt
@publicagenda
@pbproject
@david_schleifer
@thereboot
@joshalerner
@kristineberhard
@hwr_berlin
@nps_journal
@_civictrust

Top Tweeters in G8:
@benyt
@sammichfelge
@jkriss
@jonfavs
@montero
@marazepeda
@ampress
@stabadie

Top Tweeters in G9:
@thehill
@newamerica
@hooverinst
@demdigest
@fsistanford
@leedrutman
@larrydiamond

Top Tweeters in G10:
@renieriarts
@2ndnewmoon
@vanessabeeley
@evakbartlett
@qoppa999