democracyfund , Twitter, 2/27/2020 3:45:59 AM, 221987


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democracyfund _2020-02-26_19-30-00.xlsx
democracyfund _2020-02-26_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2020
Short Description:
democracyfund via NodeXL http://bit.ly/32xjEco
@democracyfund
@julie_kelly2
@michaelrwear
@kcore_analytics
@jewhaditm
@trinityforum
@karenkornbluh
@wearehearken
@andresfvera
@rp_griffin

Top hashtags:
#localfix
#crowdlaw
#congress
#etatsunis
#votersg
#trustedinfo2020

Description:
Description
The graph represents a network of 402 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, 27 February 2020 at 03:30 UTC.

The requested start date was Thursday, 27 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 21-hour, 40-minute period from Thursday, 13 February 2020 at 16:41 UTC to Wednesday, 26 February 2020 at 14:22 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 : 402
Unique Edges : 567
Edges With Duplicates : 99
Total Edges : 666
Number of Edge Types : 4
Mentions : 209
MentionsInRetweet : 416
Replies to : 36
Tweet : 5
Self-Loops : 5
Reciprocated Vertex Pair Ratio : 0.0362694300518135
Reciprocated Edge Ratio : 0.07
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 202
Maximum Edges in a Connected Component : 413
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.538686
Graph Density : 0.00372203818811181
Modularity : 0.631043
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 402 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, 27 February 2020 at 03:30 UTC.

The requested start date was Thursday, 27 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 21-hour, 40-minute period from Thursday, 13 February 2020 at 16:41 UTC to Wednesday, 26 February 2020 at 14:22 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:
[15] https://www.democracyfund.org/portfolio/entry/protect-democracy-project
[4] https://www.voterstudygroup.org/blog/how-sanders-would-change-the-democratic-coalition
[2] https://www.ttf.org/reports/
[2] https://congress.crowd.law/
[2] https://www.democracyfund.org/blog/entry/a-100-million-commitment-to-healthy-democracy#.Xk2HPFJ6GpA.twitter
[2] https://www.poynter.org/business-work/2020/this-valentines-day-here-are-5-ways-to-show-your-love-for-local-news/
[1] https://www.democracyfund.org/publications/stewards-of-democracy
[1] http://www.pacefunders.org/faith/
[1] https://twitter.com/micheleweldon/status/1231960462515937280
[1] https://www.ttf.org/upcoming-events

Top URLs in Tweet in G1:
[15] https://www.democracyfund.org/portfolio/entry/protect-democracy-project
[1] https://www.democracyfund.org/about-us

Top URLs in Tweet in G2:
[4] https://www.voterstudygroup.org/blog/how-sanders-would-change-the-democratic-coalition
[1] https://www.democracyfund.org/publications/stewards-of-democracy
[1] https://www.teenvogue.com/story/teen-vogue-ipsos-survey-data-analysis-youth-consensus
[1] https://twitter.com/cisecurity/status/1231934810085564416
[1] https://twitter.com/LWV/status/1228336763032276993
[1] https://twitter.com/democracyfund/status/1230507771155619841
[1] https://twitter.com/akrondevilstrip/status/1230292301148250112
[1] https://tinyletter.com/localfix/letters/local-fix-collaborative-convincing-reddit-co-ops
[1] https://twitter.com/DemocracyFund/status/1230507771155619841
[1] https://twitter.com/twelveoclocke/status/724713541073272832

Top URLs in Tweet in G3:
[2] https://www.ttf.org/reports/
[1] https://www.ttf.org/reports
[1] https://www.ttf.org/civicrm/?page=CiviCRM&q=civicrm%2Fevent%2Finfo&reset=1&id=280
[1] http://www.pacefunders.org/faith/
[1] https://www.ttf.org/upcoming-events

Top URLs in Tweet in G5:
[1] https://www.democracyfund.org/portfolio/entry/chicago-independent-media-alliance

Top URLs in Tweet in G7:
[1] https://wp.nyu.edu/latinxproject/events/latinx-and-the-news-media-in-the-us-bilingual-and-bicultural-audiences-in-the-digital-age/

Top URLs in Tweet in G8:
[2] https://congress.crowd.law/
[1] https://democracyfund.applytojob.com/apply/55deOObrMi/Team-Coordinator-Public-Square

Top URLs in Tweet in G9:
[1] https://www.thecitizensagenda.org/grants?utm_campaign=Engaged%20Elections&utm_content=115389259&utm_medium=social&utm_source=twitter&hss_channel=tw-2956930864
[1] https://www.thecitizensagenda.org/grants?utm_campaign=Engaged%20Elections&utm_content=115389251&utm_medium=social&utm_source=twitter&hss_channel=tw-2956930864
[1] https://www.thecitizensagenda.org/grants?utm_campaign=Engaged%20Elections&utm_content=115389239&utm_medium=social&utm_source=twitter&hss_channel=tw-2956930864

Top URLs in Tweet in G10:
[1] https://twitter.com/ellgood/status/1229826565292294145

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] localfix
[4] crowdlaw
[3] congress
[2] etatsunis
[2] votersg
[1] trustedinfo2020
[1] civicengagement
[1] 50womebcan
[1] journalism
[1] teenvote2020



Top Hashtags in Tweet in G2:
[6] localfix
[2] votersg
[2] etatsunis
[1] trustedinfo2020
[1] teenvote2020
[1] collaborativej
[1] election2020

Top Hashtags in Tweet in G3:
[1] civicengagement

Top Hashtags in Tweet in G5:
[1] cjth

Top Hashtags in Tweet in G7:
[1] bilingualjournalism
[1] periodismobilingüe

Top Hashtags in Tweet in G8:
[4] crowdlaw
[3] congress
[1] impact

Top Words
Top Words in Tweet in Entire Graph:
[407] Words in Sentiment List#1: Positive
[43] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8141] Non-categorized Words
[8591] Total Words
[176] julie_kelly2
[169] million
[166] well
[166] 100
[165] nonprofit

Top Words in Tweet in G1:
[176] julie_kelly2
[164] legal
[164] nonprofit
[164] instead
[164] well
[164] funded
[164] pac
[164] created
[164] left
[164] wing

Top Words in Tweet in G2:
[52] democracyfund
[37] local
[25] news
[18] fix
[17] care
[17] check
[17] newsletters
[17] follow
[17] industry
[17] solution

Top Words in Tweet in G3:
[50] michaelrwear
[44] pluralism
[44] public
[43] life
[43] insights
[42] christianity
[38] proud
[37] share
[35] excited
[34] united

Top Words in Tweet in G4:
[2] ppollingnumbers

Top Words in Tweet in G5:
[13] google
[13] fb
[13] enemy
[13] work
[13] together
[13] slay
[13] giant
[13] town
[13] tracybaimwcmg
[12] mdoukmas

Top Words in Tweet in G6:
[15] protest
[7] jewhaditm
[7] tweeted
[7] earlier
[7] more
[7] 000
[7] former
[7] doj
[7] officials
[7] wasn

Top Words in Tweet in G7:
[8] democracyfund
[8] nyuniversity
[7] jretis
[6] next
[6] week
[6] present
[6] recently
[6] published
[6] report
[6] hispanic

Top Words in Tweet in G8:
[6] guide
[5] democracyfund
[4] thegovlab
[4] crowdlaw
[4] #crowdlaw
[4] research
[3] sponsored
[3] congress
[3] strategies
[3] 21st

Top Words in Tweet in G9:
[8] make
[7] use
[6] more
[6] coverage
[6] something
[6] wearehearken
[5] apply
[5] newsroom's
[5] election
[5] little

Top Words in Tweet in G10:
[3] good
[3] news
[3] nj
[3] fresh
[3] model
[3] funding
[3] local
[3] journalism
[3] thanks
[3] those

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] 100,million
[164] legal,nonprofit
[164] nonprofit,instead
[164] instead,well
[164] well,funded
[164] funded,pac
[164] pac,created
[164] created,left
[164] left,wing
[164] wing,tech

Top Word Pairs in Tweet in G1:
[164] legal,nonprofit
[164] nonprofit,instead
[164] instead,well
[164] well,funded
[164] funded,pac
[164] pac,created
[164] created,left
[164] left,wing
[164] wing,tech
[164] tech,billionaire

Top Word Pairs in Tweet in G2:
[18] local,news
[18] local,fix
[17] care,local
[17] news,check
[17] check,newsletters
[17] newsletters,follow
[17] follow,industry
[17] industry,local
[17] fix,democracyfund
[17] democracyfund,solution

Top Word Pairs in Tweet in G3:
[42] christianity,pluralism
[42] pluralism,public
[42] public,life
[34] excited,proud
[34] proud,share
[34] share,christianity
[34] life,united
[34] united,states
[34] states,insights
[33] michaelrwear,excited

Top Word Pairs in Tweet in G5:
[13] google,fb
[13] fb,enemy
[13] enemy,work
[13] work,together
[13] together,slay
[13] slay,giant
[13] giant,town
[13] town,tracybaimwcmg
[12] mdoukmas,google
[12] tracybaimwcmg,chi

Top Word Pairs in Tweet in G6:
[7] tweeted,earlier
[7] earlier,protest
[7] protest,more
[7] more,000
[7] 000,former
[7] former,doj
[7] doj,officials
[7] officials,wasn
[7] wasn,spontaneous
[7] spontaneous,organic

Top Word Pairs in Tweet in G7:
[8] democracyfund,nyuniversity
[6] next,week
[6] week,present
[6] present,recently
[6] recently,published
[6] published,report
[6] report,hispanic
[6] hispanic,media
[6] media,today
[6] today,democracyfund

Top Word Pairs in Tweet in G8:
[3] sponsored,democracyfund
[3] democracyfund,crowdlaw
[3] crowdlaw,congress
[3] congress,strategies
[3] strategies,21st
[3] 21st,century
[3] century,lawmaking
[3] lawmaking,comprises
[3] comprises,guide
[3] guide,called

Top Word Pairs in Tweet in G9:
[5] newsroom's,election
[5] election,coverage
[5] coverage,use
[5] use,little
[5] little,something
[5] something,maybe
[5] maybe,make
[5] make,more
[5] more,responsive
[5] responsive,solutions

Top Word Pairs in Tweet in G10:
[3] good,news
[3] news,nj
[3] nj,fresh
[3] fresh,model
[3] model,funding
[3] funding,local
[3] local,journalism
[3] journalism,thanks
[3] thanks,those
[3] those,conceived

Top Replied-To
Top Replied-To in Entire Graph:
@michaelrwear
@trinityforum
@jretis
@mathieugallard
@electioncenter2
@nehlsie
@michaeljoneill
@guthriegf
@dadrobs
@adamambrogi

Top Replied-To in G1:
@sykescharlie
@tomfitton

Top Replied-To in G2:
@mathieugallard
@electioncenter2
@adamambrogi
@patrickruffini
@nado1377
@thedas
@stewartrebeccal
@jbweinz
@mattgrossmann

Top Replied-To in G3:
@michaelrwear
@trinityforum
@michaeljoneill
@dadrobs
@guthriegf

Top Replied-To in G4:
@no_little_plans

Top Replied-To in G7:
@jretis

Top Mentioned
Top Mentioned in Entire Graph:
@julie_kelly2
@democracyfund
@michaelrwear
@trinityforum
@poynter
@realdonaldtrump
@nytimes
@tracybaimwcmg
@tomfitton
@mdoukmas

Top Mentioned in G1:
@julie_kelly2
@realdonaldtrump
@nytimes
@tomfitton
@angryj9

Top Mentioned in G2:
@democracyfund
@poynter
@patrickruffini
@akrondevilstrip
@rp_griffin
@gteresa
@centercoopmedia
@teenvogue
@annakegler
@newsbyschmidt

Top Mentioned in G3:
@michaelrwear
@democracyfund
@trinityforum
@crawfordstuff
@wheatoncollege
@amy_e_black
@bishopcrajr
@pegchemberlin
@cherieharder
@trinityfor

Top Mentioned in G4:
@ppollingnumbers
@postpolitics
@postpolls
@populuspolls
@yougovus
@valuesstudies
@bjpols
@democracyfund
@ps_polisci
@madelinerconway

Top Mentioned in G5:
@tracybaimwcmg
@mdoukmas
@chicago_reader

Top Mentioned in G6:
@jewhaditm
@democracyfund
@ebay
@protctdemocracy
@rsi
@lawfareblog

Top Mentioned in G7:
@democracyfund
@nyuniversity
@jretis
@latinxprojnyu
@mccnyu
@nahj
@latinojournosca
@chispaprojecthn

Top Mentioned in G8:
@democracyfund
@thegovlab
@omidyarnetwork
@codeforpdx
@60_decibels
@impmgmt
@sashadichter
@dlab_mit
@_trustproject

Top Mentioned in G9:
@wearehearken
@soljourno
@trustingnews
@democracyfund
@membershippzzle

Top Mentioned in G10:
@karenkornbluh
@dem
@democracyfund
@tglaisyer
@jcstearns
@freepress
@ellgood
@rispolimike

Top Tweeters
Top Tweeters in Entire Graph:
@joefreedomlove
@joec1776
@inabsentia9
@schwingcat
@anzers
@dsshep1959
@nytimes
@mtrushmore2016
@darthur111
@simplify77

Top Tweeters in G1:
@joefreedomlove
@joec1776
@schwingcat
@anzers
@dsshep1959
@nytimes
@mtrushmore2016
@darthur111
@simplify77
@chr1sle1ner

Top Tweeters in G2:
@teenvogue
@patrickruffini
@poynter
@jcstearns
@mathieugallard
@kennethbaer
@valisjason
@paulonabike
@journtoolbox
@svateboje

Top Tweeters in G3:
@peternimmo1
@circlereader
@thealannoble
@michaelrwear
@najeebasyeed
@dadrobs
@drewhawkins
@erick_j_brown
@crawfordstuff
@kellymrosati

Top Tweeters in G4:
@voxdotcom
@postpolitics
@noahshachtman
@valuesstudies
@dccc
@jonfasman
@yougovus
@ppollingnumbers
@postpolls
@madelinerconway

Top Tweeters in G5:
@rebelliousval
@evanfmoore
@carloseats
@chicago_reader
@jonessoruthless
@dickstreetman
@amandavinicky
@cdrosa
@derrickclifton
@tracybaimwcmg

Top Tweeters in G6:
@inabsentia9
@jewhaditm
@pjsullivan442
@rsi
@pantog
@ebay
@harif2
@lawfareblog
@scott006648
@neonspacejockey

Top Tweeters in G7:
@nahj
@nyuniversity
@jretis
@cuevacha
@latinojournosca
@mccnyu
@chaplain
@latinxprojnyu
@cultureconsump
@joanna_renteria

Top Tweeters in G8:
@codeforpdx
@omidyarnetwork
@open_eugene
@thegovlab
@andresfvera
@sashadichter
@dlab_mit
@impmgmt
@_trustproject
@60_decibels

Top Tweeters in G9:
@fizapirani
@soljourno
@dalyahj
@sarahgustavus
@wearehearken
@membershippzzle
@trustingnews

Top Tweeters in G10:
@archimags
@freepress
@rispolimike
@tglaisyer
@ellgood
@karenkornbluh
@dem


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