democracyfund , Twitter, 5/6/2021 6:48:09 PM, 254288


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democracyfund _2021-05-06_09-08-17.xlsx
democracyfund _2021-05-06_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
democracyfund via NodeXL https://bit.ly/3nScYR3
@democracyfund
@digiphile
@jroig_partners
@co_mediaproject
@drawthelinespa
@gronke
@joegoldman
@nicholassawick1
@adamambrogi
@loreleikelly

Top hashtags:
#opengov
#worldpressfreedomday2021
#leosurvey
#etatsunis

Description:
Description
The graph represents a network of 234 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 May 2021 at 16:08 UTC.

The requested start date was Thursday, 06 May 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, 8-hour, 45-minute period from Thursday, 22 April 2021 at 13:18 UTC to Wednesday, 05 May 2021 at 22:03 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 : 234
Unique Edges : 381
Edges With Duplicates : 626
Total Edges : 1007
Number of Edge Types : 5
Retweet : 124
MentionsInRetweet : 500
Tweet : 14
Replies to : 25
Mentions : 344
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0240740740740741
Reciprocated Edge Ratio : 0.0470162748643761
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 228
Maximum Edges in a Connected Component : 997
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.854836
Graph Density : 0.0101426946920509
Modularity : 0.408906
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 234 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 May 2021 at 16:08 UTC.

The requested start date was Thursday, 06 May 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, 8-hour, 45-minute period from Thursday, 22 April 2021 at 13:18 UTC to Wednesday, 05 May 2021 at 22:03 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://democracyfund.applytojob.com/apply/dzfW2781Sn/General-Counsel
[5] https://democracyfund.org/idea/perspectives-on-election-policy-and-practice-from-local-officials/
[3] https://democracyfund.org/idea/looking-forward-to-the-future-of-democracy/
[3] https://oversight.house.gov/legislation/hearings/improving-government-accountability-and-transparency
[3] https://www.eventbrite.com/e/the-costs-of-political-violence-in-the-united-states-tickets-149151769959
[2] https://twitter.com/democracyfund/status/1385331346151780355
[2] https://twitter.com/DemocracyFund/status/1387399706641375240
[2] https://twitter.com/DemocracyFund/status/1387116590248955908
[2] https://twitter.com/paulonabike/status/1387186626120404996
[2] https://twitter.com/democracyfund/status/1387116590248955908

Top URLs in Tweet in G1:
[6] https://democracyfund.applytojob.com/apply/dzfW2781Sn/General-Counsel
[3] https://www.eventbrite.com/e/the-costs-of-political-violence-in-the-united-states-tickets-149151769959
[3] https://democracyfund.org/idea/perspectives-on-election-policy-and-practice-from-local-officials/
[2] https://twitter.com/democracyfund/status/1385331346151780355
[2] https://democracyfund.org/idea/looking-forward-to-the-future-of-democracy/
[2] https://twitter.com/paulonabike/status/1387186626120404996
[1] https://twitter.com/CBSThisMorning/status/1389195558930296833
[1] https://twitter.com/newamericans/status/1380158491180994561
[1] https://us02web.zoom.us/meeting/register/tZcrfumprD4qH9Bx572_VO7oTlslhABvcLiH
[1] https://twitter.com/natematias/status/1389954275577585664

Top URLs in Tweet in G2:
[1] https://medium.com/colorado-media-project/why-a-new-chapter-for-24-community-newspapers-matters-for-colorado-and-the-nation-ffcdf57a3a86
[1] https://twitter.com/larryryckman/status/1389248166382292995
[1] https://tinyletter.com/localfix
[1] https://mailchi.mp/8707fcd25966/funding-opportunities-the-latest-news-from-nmlnf-13594757?e=2c2b1c0033
[1] https://www.americanpressinstitute.org/publications/articles/keeping-opinion-local-the-benefits-of-cutting-national-politics-from-opinion-sections/

Top URLs in Tweet in G3:
[2] https://oversight.house.gov/legislation/hearings/improving-government-accountability-and-transparency
[1] https://www.congress.gov/bill/117th-congress/senate-bill/790/text
[1] https://whistleblower.org/letter/letter-on-support-for-reintroduction-and-passage-of-the-federal-advisory-committee-transparency-act/
[1] https://twitter.com/EPluribusUnum/status/1389237817054728192
[1] https://federalnewsnetwork.com/agency-oversight/2021/04/bill-to-strengthen-ig-independence-seeks-to-correct-unconscionable-long-term-vacancies/
[1] https://www.congress.gov/bill/117th-congress/house-bill/2662/text
[1] https://firstbranchforecast.com/2020/06/07/the-plum-act-transparency-for-political-appointees/
[1] https://s3.amazonaws.com/demandprogress/letters/2020-05-04_Ltr_to_HOR__Plum_Book_Transparency.pdf
[1] https://www.congress.gov/bill/116th-congress/house-bill/7935
[1] https://federalnewsnetwork.com/open-datatransparency/2021/03/new-house-bill-attempts-to-make-presidential-records-more-easily-searchable/

Top URLs in Tweet in G4:
[1] https://twitter.com/partnersglobal/status/1388173600704847878
[1] https://democracyfund.org/wp-content/uploads/2021/02/2021_DF_CostsOfPoliticalViolence.pdf

Top URLs in Tweet in G5:
[2] https://twitter.com/democracyfund/status/1387116590248955908
[1] https://democracyfund.org/idea/perspectives-on-election-policy-and-practice-from-local-officials/
[1] https://twitter.com/DemocracyFund/status/1387116590248955908

Top URLs in Tweet in G6:
[1] https://www.memberplanet.com/events/psbc/thefutureofdemocracyinpaandtheusdoesithaveone_1

Top URLs in Tweet in G7:
[1] https://twitter.com/nathanielturner/status/1389238393511501826
[1] https://www.washingtonpost.com/business/2021/04/21/biden-usps-nominees/

Top URLs in Tweet in G8:
[1] https://www.americamagazine.org/arts-culture/2021/04/30/our-towns-documentary-americans-interview-240560

Top URLs in Tweet in G9:
[1] https://twitter.com/AttorneyNora/status/1387502960255541248
[1] https://democracyfund.org/idea/the-growing-movement-for-platform-accountability/

Top URLs in Tweet in G10:
[1] https://twitter.com/DemocracyFund/status/1389263987519393794

Top Domains
Top Domains in Tweet in Entire Graph:
[25] twitter.com
[11] democracyfund.org
[6] applytojob.com
[5] congress.gov
[4] house.gov
[3] eventbrite.com
[2] bit.ly
[2] federalnewsnetwork.com
[1] americansurveycenter.org
[1] voterstudygroup.org

Top Domains in Tweet in G1:
[11] twitter.com
[6] applytojob.com
[6] democracyfund.org
[3] eventbrite.com
[2] bit.ly
[1] zoom.us
[1] house.gov
[1] voterstudygroup.org
[1] facebook.com

Top Domains in Tweet in G2:
[1] medium.com
[1] twitter.com
[1] tinyletter.com
[1] mailchi.mp
[1] americanpressinstitute.org

Top Domains in Tweet in G3:
[5] congress.gov
[3] house.gov
[2] twitter.com
[2] federalnewsnetwork.com
[1] whistleblower.org
[1] firstbranchforecast.com
[1] amazonaws.com
[1] e-pluribusunum.org
[1] fednet.net

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

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

Top Domains in Tweet in G6:
[1] memberplanet.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[1] americamagazine.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] opengov
[2] worldpressfreedomday2021
[2] leosurvey
[2] etatsunis
[1] localnews
[1] americanlifeblog
[1] transparency
[1] appropriations
[1] s790
[1] hr7936



Top Hashtags in Tweet in G1:
[2] leosurvey
[2] worldpressfreedomday2021
[1] worldpressfreedomday
[1] localnews
[1] electiontwitter
[1] politicalviolence
[1] carterbakerelection

Top Hashtags in Tweet in G3:
[7] opengov
[1] s790
[1] hr2662
[1] hr7935
[1] hr6552
[1] hr7936
[1] transparency
[1] appropriations

Top Hashtags in Tweet in G4:
[1] cve
[1] peacebuilding
[1] democracy

Top Words
Top Words in Tweet in Entire Graph:
[135] democracyfund
[77] election
[53] local
[41] rudymehrbani
[40] publicservice
[36] lizhempowicz
[36] pogowatchdog
[34] heritage
[33] tzsmith
[29] co_mediaproject

Top Words in Tweet in G1:
[58] democracyfund
[51] election
[28] looking
[27] aztammyp
[25] former
[25] maricopa
[25] county
[25] official
[25] ballot
[25] damage

Top Words in Tweet in G2:
[29] co_mediaproject
[20] the_ntln
[20] coloradosun
[19] democracyfund
[19] local
[18] news
[17] thanks
[16] knightfdn
[15] big
[15] day

Top Words in Tweet in G3:
[39] publicservice
[39] rudymehrbani
[35] lizhempowicz
[35] pogowatchdog
[34] democracyfund
[34] heritage
[33] tzsmith
[28] digiphile
[27] repmaloney
[24] leaderhoyer

Top Words in Tweet in G4:
[3] mariajstephan
[2] please
[2] join
[2] next
[2] week
[2] excited
[2] discussion
[2] humanityunited
[2] frameworksinst
[2] democracyfund

Top Words in Tweet in G5:
[7] election
[6] democracyfund
[4] early_vote
[4] local
[4] officials
[3] more
[3] elections
[2] leo
[2] results
[2] opinions

Top Words in Tweet in G6:
[2] drawthelinespa
[2] join
[2] event
[2] presented
[2] sbcphila
[2] future
[2] democracy
[2] pa
[2] one

Top Words in Tweet in G7:
[6] election
[4] adamambrogi
[4] democracyfund
[4] glad
[4] worked
[4] supported
[4] two
[4] nominees
[4] usps
[4] board

Top Words in Tweet in G8:
[2] experimentation
[2] local
[2] level
[2] leads
[2] jamesfallows
[2] see
[2] towns
[2] conservator
[2] democracy
[2] medieval

Top Words in Tweet in G9:
[3] democracyfund
[2] supporting
[2] work
[2] alongside
[2] cohort
[2] organizations
[2] yoursosteam
[2] stopovaw
[2] someone
[2] works

Top Words in Tweet in G10:
[2] very
[2] exciting
[2] entrant
[2] philanthropic
[2] scene
[2] congratulations
[2] sonalrshah
[2] know
[2] support

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[33] publicservice,lizhempowicz
[33] lizhempowicz,pogowatchdog
[33] pogowatchdog,rudymehrbani
[33] rudymehrbani,democracyfund
[33] democracyfund,tzsmith
[33] tzsmith,heritage
[26] local,election
[26] election,officials
[25] aztammyp,former
[25] former,maricopa

Top Word Pairs in Tweet in G1:
[25] aztammyp,former
[25] former,maricopa
[25] maricopa,county
[25] county,election
[25] election,official
[25] official,democracyfund
[25] democracyfund,looking
[25] looking,ballot
[25] ballot,damage
[24] jessicahuseman,aztammyp

Top Word Pairs in Tweet in G2:
[16] the_ntln,coloradosun
[15] big,day
[15] day,co
[15] co,news
[15] news,congrats
[15] congrats,the_ntln
[15] coloradosun,thanks
[15] thanks,many
[15] many,national
[15] national,local

Top Word Pairs in Tweet in G3:
[33] publicservice,lizhempowicz
[33] lizhempowicz,pogowatchdog
[33] pogowatchdog,rudymehrbani
[33] rudymehrbani,democracyfund
[33] democracyfund,tzsmith
[33] tzsmith,heritage
[24] digiphile,publicservice
[24] repmaloney,leaderhoyer
[23] heritage,repmaloney
[17] leaderhoyer,gerryco

Top Word Pairs in Tweet in G4:
[2] please,join
[2] join,next
[2] next,week
[2] week,excited
[2] excited,discussion
[2] discussion,mariajstephan
[2] mariajstephan,humanityunited
[2] humanityunited,frameworksinst

Top Word Pairs in Tweet in G5:
[3] local,election
[3] election,officials
[2] more,leo
[2] leo,results
[2] results,opinions
[2] opinions,same
[2] same,day
[2] day,registration
[2] registration,voting
[2] voting,mail

Top Word Pairs in Tweet in G6:
[2] join,event
[2] event,presented
[2] presented,sbcphila
[2] sbcphila,future
[2] future,democracy
[2] democracy,pa
[2] pa,one

Top Word Pairs in Tweet in G7:
[4] glad,worked
[4] worked,supported
[4] supported,two
[4] two,nominees
[4] nominees,usps
[4] usps,board
[4] board,governors
[4] governors,election
[4] election,attorney
[4] attorney,knew

Top Word Pairs in Tweet in G8:
[2] experimentation,local
[2] local,level
[2] level,leads
[2] leads,jamesfallows
[2] jamesfallows,see
[2] see,towns
[2] towns,conservator
[2] conservator,democracy
[2] democracy,medieval
[2] medieval,terms

Top Word Pairs in Tweet in G9:
[2] democracyfund,supporting
[2] supporting,work
[2] work,alongside
[2] alongside,cohort
[2] cohort,organizations
[2] organizations,yoursosteam
[2] yoursosteam,stopovaw
[2] someone,works
[2] works,daily
[2] daily,consideration

Top Word Pairs in Tweet in G10:
[2] very,exciting
[2] exciting,entrant
[2] entrant,philanthropic
[2] philanthropic,scene
[2] scene,congratulations
[2] congratulations,sonalrshah
[2] sonalrshah,know
[2] know,support

Top Replied-To
Top Replied-To in Entire Graph:
@publicservice
@co_mediaproject
@crawfordstuff
@aztammyp
@democracyfund
@trustingnews
@stugotmilk
@danachis
@heres_christine
@reed_college_

Top Replied-To in G1:
@crawfordstuff
@democracyfund

Top Replied-To in G2:
@co_mediaproject
@trustingnews
@danachis
@stugotmilk
@heres_christine

Top Replied-To in G3:
@publicservice

Top Replied-To in G4:
@dianefcnl

Top Replied-To in G5:
@paulonabike
@briannalennon
@reed_college_
@gronke

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@pogowatchdog
@rudymehrbani
@lizhempowicz
@heritage
@publicservice
@tzsmith
@digiphile
@aztammyp
@co_mediaproject

Top Mentioned in G1:
@democracyfund
@aztammyp
@jessicahuseman
@early_vote
@paulonabike
@joegoldman
@ncoc
@iolabhinton
@wmariano
@zachstafford

Top Mentioned in G2:
@co_mediaproject
@the_ntln
@coloradosun
@democracyfund
@knightfdn
@googlen
@coloradotrust
@gatesfamilyfdn
@journalismproj
@googlenewsinit

Top Mentioned in G3:
@pogowatchdog
@democracyfund
@rudymehrbani
@lizhempowicz
@heritage
@tzsmith
@publicservice
@digiphile
@repmaloney
@leaderhoyer

Top Mentioned in G4:
@mariajstephan
@humanityunited
@frameworksinst
@democracyfund
@jroig_partners
@_nar
@_narrative
@narrativecenter
@solonsimmons
@ashleyquarcoo

Top Mentioned in G5:
@democracyfund
@early_vote
@highturnout
@noah_praetz
@anchor
@spotify
@applepodcasts
@radiopublic
@rickyhatchut
@efeystl

Top Mentioned in G6:
@drawthelinespa
@sbcphila
@leaguelehigh
@fairvote
@democracyfund
@representable_
@commoncausepa
@bettercivics

Top Mentioned in G7:
@adamambrogi
@democracyfund
@usps
@rudymehrbani
@ambermcreynolds
@voteathome

Top Mentioned in G8:
@jamesfallows
@nicholassawick1
@amphilsociety
@americanacad
@democracyfund
@bpc_bipartisan

Top Mentioned in G9:
@democracyfund
@yoursosteam
@stopovaw
@attorneynora
@pwaters3
@jcstearns

Top Mentioned in G10:
@sonalrshah
@enright4good
@c
@cof_

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@_silversmith
@drseid
@prpeep
@vox_democracy
@boundaryseeker
@milenaac
@social_seer
@pcdnetwork
@pinky_or_brain

Top Tweeters in G1:
@_silversmith
@prpeep
@boundaryseeker
@milenaac
@pcdnetwork
@pinky_or_brain
@rhscsmtms
@unpaintedmelody
@antherhodes
@monaheart1229

Top Tweeters in G2:
@oldwhitegal1
@aparnamuk
@knightfdn
@danachis
@bethreesecravey
@bennybragan
@bkeegan
@dorrine
@elizthompsn
@coloradosun

Top Tweeters in G3:
@drseid
@vox_democracy
@digiphile
@joseph_santoro
@thomaskuenzli
@heritage
@exposurejb
@pogowatchdog
@fednet
@whitehouse45

Top Tweeters in G4:
@opendemocracy
@opensociety
@jonathanstray
@ericpliu
@ericachenoweth
@loreleikelly
@dianefcnl
@frameworksinst
@humanityunited
@krocinstitute

Top Tweeters in G5:
@spotify
@gronke
@anchor
@reed_college_
@applepodcasts
@briannalennon
@radiopublic
@oregonsos
@jaylee_tx
@noah_praetz

Top Tweeters in G6:
@fairvote
@bowedbookshelf
@drawthelinespa
@commoncausepa
@bettercivics
@leaguelehigh
@representable_
@sbcphila

Top Tweeters in G7:
@social_seer
@usps
@adamambrogi
@steveespaulding
@ambermcreynolds
@stewartrebeccal
@ambrogipamela

Top Tweeters in G8:
@bpc_bipartisan
@robertdsullivan
@americanacad
@amphilsociety
@nicholassawick1
@jamesfallows

Top Tweeters in G9:
@jcstearns
@yoursosteam
@attorneynora
@stopovaw
@pwaters3

Top Tweeters in G10:
@cof_
@sonalrshah
@rustystahl
@c
@enright4good