democracyfund , Twitter, 12/12/2019 3:15:42 AM, 218695


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democracyfund _2019-12-11_19-12-00.xlsx
democracyfund _2019-12-11_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 12, 2019
Short Description:
democracyfund via NodeXL http://bit.ly/2E8hHrR
@democracyfund
@congressionalac
@maximthorne
@globalintegrity
@ungeneva
@lizlhoward
@voting_works
@juliesandorf
@jasonalcorn
@ucla

Top hashtags:
#givingnewsday
#undef
#projectfunding
#media
#funding
#ngos
#etatsunis

Description:
Description
The graph represents a network of 404 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, 12 December 2019 at 03:12 UTC.

The requested start date was Thursday, 12 December 2019 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 13-day, 13-hour, 23-minute period from Thursday, 28 November 2019 at 01:32 UTC to Wednesday, 11 December 2019 at 14:56 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 : 404
Unique Edges : 799
Edges With Duplicates : 666
Total Edges : 1465
Number of Edge Types : 3
Mentions : 1359
Replies to : 82
Tweet : 24
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0362694300518135
Reciprocated Edge Ratio : 0.07
Connected Components : 13
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 307
Maximum Edges in a Connected Component : 1350
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.804933
Graph Density : 0.00614205341129646
Modularity : 0.503738
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 404 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, 12 December 2019 at 03:12 UTC.

The requested start date was Thursday, 12 December 2019 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 13-day, 13-hour, 23-minute period from Thursday, 28 November 2019 at 01:32 UTC to Wednesday, 11 December 2019 at 14:56 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:
[42] https://is.gd/2vsKcI
[20] https://www.un.org/democracyfund/content/call-project-proposals
[13] https://twitter.com/jennycohn1/status/1183249931970043905
[4] https://www.voterstudygroup.org/blog/mormons-and-white-evangelicals-are-divided-over-trump
[4] https://twitter.com/jennycohn1/status/1159590903209590785?s=21
[3] https://twitter.com/DemocracyFund/status/1204427309362634752
[3] https://un.org/democracyfund/
[2] https://www.un.org/democracyfund/apply-for-funding
[2] https://twitter.com/danirosales27/status/1202367052289200129
[2] https://www.newsmatch.org

Top URLs in Tweet in G1:
[4] https://www.voterstudygroup.org/blog/mormons-and-white-evangelicals-are-divided-over-trump
[2] https://www.nytimes.com/2019/12/05/upshot/impeachment-biggest-issue-voters-poll.html
[2] https://twitter.com/DemocracyFund/status/1204427309362634752
[1] https://twitter.com/rp_griffin/status/1204237309970984960
[1] https://twitter.com/rp_griffin/status/1202971568407793665
[1] http://projectoverzero.org/
[1] https://projectoverzero.org/newsandpublications/buildingusresiliencetopoliticalviolence
[1] https://www.democracyfund.org/blog/entry/new-guide-how-to-get-started-funding-local-news-in-your-community
[1] https://medium.com/newsmatch/with-one-month-left-newsmatch-grows-with-new-funders-and-new-momentum-3e1902245896
[1] https://www.nytimes.com/2019/12/05/upshot/impeachment-biggest-issue-voters-poll.html?smid=tw-upshotnyt&smtyp=cur

Top URLs in Tweet in G2:
[13] https://twitter.com/jennycohn1/status/1183249931970043905
[4] https://twitter.com/jennycohn1/status/1159590903209590785?s=21
[1] https://www.democracyfund.org/portfolio/entry/center-for-democracy-and-technology
[1] https://voting.works/2018/12/votingworks-and-cdt/
[1] https://twitter.com/lulufriesdat/status/1182004957022752769?s=21
[1] http://metroatlantaceo.com/news/2019/08/georgia-secretary-states-office-hosts-election-security-experts-around-country/
[1] https://www.nytimes.com/2019/11/30/us/politics/pennsylvania-voting-machines.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://www.inquirer.com/politics/election/philadelphia-audits-election-results-20191122.html?outputType=amp

Top URLs in Tweet in G3:
[42] https://is.gd/2vsKcI
[12] https://www.un.org/democracyfund/content/call-project-proposals

Top URLs in Tweet in G4:
[2] https://twitter.com/marissamiley/status/1201861338039037952?s=20
[1] https://ssir.org/articles/entry/renewing_philanthropys_commitment_to_local_journalism
[1] https://www.democracyfund.org/blog/entry/announcing-a-new-fund-for-racial-equity-in-journalism
[1] https://twitter.com/NewsbySchmidt/status/1204395634704441345
[1] https://www.democracyfund.org/blog/entry/new-guide-how-to-get-started-funding-local-news-in-your-community
[1] https://www.newsmatch.org
[1] https://digiday.com/media/in-a-hunt-for-donations-readers-pile-into-giving-tuesday/
[1] https://twitter.com/soljourno/status/1201890081876787201?s=20
[1] https://twitter.com/NewsMatch/status/1201849610655993856?s=20
[1] https://twitter.com/DemocracyFund/status/1201873730760323072?s=20

Top URLs in Tweet in G5:
[1] https://www.democracyfund.org/publications/stewards-of-democracy
[1] https://elections.mit.edu/
[1] http://futureofcaelections.org/
[1] https://bipartisanpolicy.org/report/voting-by-mail/
[1] https://twitter.com/AdamAmbrogi/status/1203081772424151040
[1] https://twitter.com/aztammyp/status/1204523859409612800
[1] https://www.democracyfund.org/publications/understanding-the-voter-experience-the-publics-view-of-elections
[1] https://blogs.reed.edu/earlyvoting/commentary/americas-stewards-of-democracy-experienced-in-their-jobs-but-turnover-is-greater-in-smaller-jurisdictions/
[1] https://bipartisanpolicy.org/report/the-2018-voting-experience/
[1] https://twitter.com/larryrjacobs/status/1201990147044184064

Top URLs in Tweet in G8:
[2] https://www.un.org/democracyfund/content/call-project-proposals
[1] https://www.un.org/democracyfund/content/call-project-proposals-open
[1] https://www.un.org/democracyfund/
[1] https://www.un.org/democracyfund/sites/www.un.org.democracyfund/files/r14_project_proposal_guidelines_en.pdf
[1] https://www.un.org/democracyfund/content/call-project-proposals?fbclid=IwAR1tUvyUBYvcAzlE-vXYAa4isPaHEE_8BNmdz48isazppQgR-FkPceV7zaA

Top URLs in Tweet in G9:
[1] https://twitter.com/OpenGovHub/status/1201999853322219520

Top URLs in Tweet in G10:
[2] https://twitter.com/danirosales27/status/1202367052289200129

Top Domains
Top Domains in Tweet in Entire Graph:
[43] twitter.com
[42] is.gd
[32] un.org
[6] democracyfund.org
[5] voterstudygroup.org
[4] nytimes.com
[4] hiretechladies.com
[2] bipartisanpolicy.org
[2] projectoverzero.org
[2] newsmatch.org

Top Domains in Tweet in G1:
[9] twitter.com
[5] voterstudygroup.org
[4] hiretechladies.com
[3] nytimes.com
[2] projectoverzero.org
[1] democracyfund.org
[1] medium.com
[1] datafoundation.org
[1] newsmatch.org
[1] harvard.edu

Top Domains in Tweet in G2:
[18] twitter.com
[1] democracyfund.org
[1] voting.works
[1] metroatlantaceo.com
[1] nytimes.com
[1] inquirer.com

Top Domains in Tweet in G3:
[42] is.gd
[12] un.org

Top Domains in Tweet in G4:
[7] twitter.com
[2] democracyfund.org
[1] ssir.org
[1] newsmatch.org
[1] digiday.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] democracyfund.org
[2] bipartisanpolicy.org
[1] mit.edu
[1] futureofcaelections.org
[1] reed.edu

Top Domains in Tweet in G8:
[6] un.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] givingnewsday
[5] undef
[4] projectfunding
[4] media
[3] funding
[3] ngos
[3] etatsunis
[2] votersg
[2] thread
[2] newsmatch



Top Hashtags in Tweet in G1:
[2] givingnewsday
[2] votersg
[1] thread
[1] newsmatch
[1] givingtuesday
[1] nationscape
[1] opendata
[1] votebluenomatterwho

Top Hashtags in Tweet in G2:
[1] electionsecurity
[1] handmarkedpaperballots

Top Hashtags in Tweet in G3:
[4] media

Top Hashtags in Tweet in G4:
[7] givingnewsday
[1] thread
[1] newsmatch
[1] givingtuesday

Top Hashtags in Tweet in G5:
[1] electiongeekery
[1] prep2020
[1] accurate

Top Hashtags in Tweet in G8:
[1] unwithcivilsociety
[1] democracy
[1] caribbean
[1] callforproposals

Top Hashtags in Tweet in G9:
[1] defendingdemocracy

Top Words
Top Words in Tweet in Entire Graph:
[259] Words in Sentiment List#1: Positive
[113] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[8921] Non-categorized Words
[9293] Total Words
[258] democracyfund
[107] democracy
[100] ucla
[96] project
[85] 22

Top Words in Tweet in G1:
[122] democracyfund
[99] ucla
[75] data
[74] vavreck
[47] nationscape
[35] impeachment
[35] using
[33] johnmsides
[32] ctausanovitch
[30] voters

Top Words in Tweet in G2:
[57] democracyfund
[45] jennycohn1
[34] funds
[31] reporter
[31] propublica
[30] employer
[23] democracy
[22] cdt
[19] fund
[19] voting_works

Top Words in Tweet in G3:
[61] 22
[57] project
[56] ungeneva
[56] undef
[53] ngos
[53] democracy
[53] fund
[53] annual
[53] call
[53] proposals

Top Words in Tweet in G4:
[18] local
[14] democracyfund
[12] knightfdn
[11] journalism
[10] newsmatch
[10] decline
[10] still
[10] prominent
[10] issue
[10] rays

Top Words in Tweet in G5:
[41] democracyfund
[33] gronke
[31] nado1377
[29] paulonabike
[28] elenanunez
[28] commoncause
[28] stephmroman
[28] jrflanagan
[28] colectivefarm
[27] aztammyp

Top Words in Tweet in G6:
[2] repdelbene
[2] repfrenchhill
[2] awscloud
[2] amazon_policy
[2] craignewmark
[2] microsoft
[2] capitalone
[2] synchrony
[2] girlswhocode

Top Words in Tweet in G7:
[8] rights
[8] democracy
[6] maximthorne
[6] spreading
[6] hope
[6] cheer
[6] today
[6] capital
[6] passing
[6] hr4

Top Words in Tweet in G8:
[12] undemocracyfund
[8] civil
[8] society
[8] 22
[7] december
[6] apply
[6] project
[6] proposals
[5] 2019
[5] promote

Top Words in Tweet in G10:
[11] democracyfund
[7] danirosales27
[4] congrats
[3] dani
[2] match
[2] ways
[2] team
[2] news
[2] excited
[2] 2020

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] democracy,fund
[67] project,proposals
[62] until,22
[56] democracyfund,ucla
[56] open,until
[55] fund,annual
[55] annual,call
[55] call,project
[55] proposals,open
[54] ngos,democracy

Top Word Pairs in Tweet in G1:
[55] democracyfund,ucla
[43] ucla,democracyfund
[33] using,data
[27] nationscape,data
[26] impeachment,high
[26] high,impact
[26] impact,issue
[26] issue,compare
[26] compare,voters
[26] voters,using

Top Word Pairs in Tweet in G2:
[30] reporter,employer
[30] employer,propublica
[19] democracy,fund
[17] meanwhile,reporter
[17] propublica,funded
[17] funded,democracyfund
[17] democracyfund,democracy
[17] fund,funds
[17] funds,cdt
[17] democracyfund,funds

Top Word Pairs in Tweet in G3:
[53] ngos,democracy
[53] democracy,fund
[53] fund,annual
[53] annual,call
[53] call,project
[53] project,proposals
[53] proposals,open
[53] open,until
[53] until,22
[53] 22,dec

Top Word Pairs in Tweet in G4:
[10] decline,local
[10] local,journalism
[10] journalism,still
[10] still,prominent
[10] prominent,issue
[10] issue,rays
[10] rays,hope
[10] hope,come
[10] come,organizations
[10] organizations,foundations

Top Word Pairs in Tweet in G5:
[28] elenanunez,commoncause
[28] commoncause,stephmroman
[28] stephmroman,jrflanagan
[28] paulonabike,colectivefarm
[27] jrflanagan,democracyfund
[26] democracyfund,nado1377
[20] gronke,paulonabike
[20] colectivefarm,cstewartiii
[19] nado1377,gronke
[16] aztammyp,elenanunez

Top Word Pairs in Tweet in G6:
[2] repdelbene,repfrenchhill
[2] repfrenchhill,awscloud
[2] awscloud,amazon_policy
[2] amazon_policy,craignewmark
[2] craignewmark,microsoft
[2] microsoft,capitalone
[2] capitalone,synchrony
[2] synchrony,girlswhocode

Top Word Pairs in Tweet in G7:
[6] spreading,hope
[6] hope,cheer
[6] cheer,today
[6] today,capital
[6] capital,passing
[6] passing,hr4
[6] hr4,restoring
[6] restoring,voting
[6] voting,rights
[6] rights,act

Top Word Pairs in Tweet in G8:
[8] civil,society
[7] 22,december
[5] society,promote
[5] promote,human
[5] human,rights
[5] rights,encourage
[4] december,2019
[4] empower,civil
[4] until,22
[3] calling,civil

Top Word Pairs in Tweet in G10:
[6] danirosales27,democracyfund
[2] democracyfund,congratulations

Top Replied-To
Top Replied-To in Entire Graph:
@vavreck
@elenanunez
@danirosales27
@aztammyp
@newsmatch
@gronke
@jennycohn1
@democracyfund
@kathyboockvar
@ashleyalvarado

Top Replied-To in G1:
@vavreck
@democracyfund
@kurowskimt
@cronehive
@joeldfoster1

Top Replied-To in G2:
@kathyboockvar
@jennycohn1
@lulufriesdat
@oset

Top Replied-To in G4:
@newsmatch
@journalismproj
@jncwriter
@newsbyschmidt
@ashleyalvarado
@danirosales27
@groundtruth

Top Replied-To in G5:
@elenanunez
@aztammyp
@gronke
@fmgelections
@cstewartiii
@jennmarson
@alysoun
@bpc_bipartisan

Top Replied-To in G6:
@repdelbene

Top Replied-To in G8:
@undemocracyfund

Top Replied-To in G10:
@danirosales27
@ashleyalvarado
@michereports

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@ucla
@vavreck
@ungeneva
@jennycohn1
@johnmsides
@ctausanovitch
@nado1377
@gronke
@propublica

Top Mentioned in G1:
@democracyfund
@ucla
@vavreck
@johnmsides
@ctausanovitch
@rp_griffin
@rachelbitecofer
@dcoxpolls
@laurenstrayer
@codecademy

Top Mentioned in G2:
@democracyfund
@jennycohn1
@propublica
@voting_works
@beckerdavidj
@lulufriesdat
@eacgov
@umbernhard
@verifiedvoting
@oset

Top Mentioned in G3:
@ungeneva
@undemocracyfund

Top Mentioned in G4:
@democracyfund
@knightfdn
@juliesandorf
@report4america
@fundjournalism
@inn
@miamifoundation
@jcstearns
@newsmatch
@arnold_ventures

Top Mentioned in G5:
@democracyfund
@nado1377
@gronke
@paulonabike
@commoncause
@stephmroman
@jrflanagan
@colectivefarm
@cstewartiii
@aztammyp

Top Mentioned in G6:
@repfrenchhill
@awscloud
@amazon_policy
@craignewmark
@microsoft
@capitalone
@synchrony
@girlswhocode
@congressionalac
@repdelbene

Top Mentioned in G7:
@maximthorne
@civilrightsorg
@andrewgoodmanf
@democracyfund
@errollouis
@pcha_sf2dc
@eugene_robinson
@opensociety
@vanitaguptacr
@deetwocents

Top Mentioned in G8:
@undemocracyfund
@unngls
@unaidscaribbean
@iwraw_ap
@pancaporg
@unric_greece

Top Mentioned in G9:
@pogoblog
@rethink_media
@rcvresources
@naacp_ldf
@carnegieendow
@public_citizen
@leadershipnp
@representus
@openthegov
@democracyfund

Top Mentioned in G10:
@democracyfund
@danirosales27

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@southwestair
@chrisbrey1
@threadreaderapp
@lovetogive2
@loulachat
@ebtesam00369622
@jjj5819
@nytimes
@dwatchnews

Top Tweeters in G1:
@nytimes
@jonathancohn
@tzmaltesemama
@rose_marie_holt
@gingin21
@jonstall2009
@other95
@ritaresarian
@dgmosr
@citizenkays

Top Tweeters in G2:
@threadreaderapp
@lovetogive2
@loulachat
@jjj5819
@americanmom01
@howyofwi
@meganhswanson
@arielfornari
@austintemple24
@janeeucraft

Top Tweeters in G3:
@chrisbrey1
@ebtesam00369622
@ambeautifulshow
@ollissya
@nomoreslaves
@djriveraros
@milaniolivera
@deehaw90
@farrahraja
@mistergarcia_

Top Tweeters in G4:
@dwatchnews
@lowellroemer
@craignewmark
@digiday
@jcstearns
@knightfdn
@jczamora
@dwatchnews_eur
@inn
@facebook

Top Tweeters in G5:
@electionbabe
@byst
@paulonabike
@commoncause
@aztammyp
@bpc_bipartisan
@djmarc
@gronke
@reed_college_
@pamelafessler

Top Tweeters in G6:
@southwestair
@cta
@awscloud
@ctatech
@ces
@capitalone
@society4science
@microsoft
@girlswhocode
@cta_policy

Top Tweeters in G7:
@errollouis
@m_lipshutz
@nashvilleresist
@civilrightsorg
@opensociety
@deetwocents
@lcrboston
@andrewgoodmanf
@vanitaguptacr
@liam_hysjulien

Top Tweeters in G8:
@unngls
@iamrealalonso
@iwraw_ap
@michemreddy
@redviraledomex
@mikkie_j
@unaidscaribbean
@unric_greece
@nbcapocalyptic
@unmaldives

Top Tweeters in G9:
@naacp_ldf
@carnegieendow
@public_citizen
@pogoblog
@representus
@globalintegrity
@rethink_media
@civichall
@openthegov
@trailblazerspac

Top Tweeters in G10:
@ashleyalvarado
@michereports
@krismul
@mariana_dale
@carlamjavier
@austincross
@sritoper
@daniellerosefox
@danirosales27


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