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democracyfund _2017-09-13_14-46-32.xlsx
democracyfund _2017-09-13_14-46-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2017
Short Description:
democracyfund via NodeXL http://bit.ly/2eWOTFW
@democracyfund
@pcdnetwork
@adamambrogi
@globalintegrity
@jcstearns
@crawfordstuff

Description:
Description
The graph represents a network of 212 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 Wednesday, 13 September 2017 at 21:49 UTC.

The requested start date was Wednesday, 13 September 2017 at 00:01 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, 8-hour, 31-minute period from Wednesday, 30 August 2017 at 15:27 UTC to Tuesday, 12 September 2017 at 23:58 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 : 212
Unique Edges : 499
Edges With Duplicates : 367
Total Edges : 866
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.0895522388059701
Reciprocated Edge Ratio : 0.164383561643836
Connected Components : 10
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 190
Maximum Edges in a Connected Component : 834
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.415396
Graph Density : 0.0130555307162658
Modularity : 0.378625
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] http://www.voterstudygroup.org/publications/2017-voter-survey/first-six-months
[9] https://chicagolymag.com/web/2017/09/taking-it-to-the-streets-how-city-bureau-is-fixing-chicago-news/
[7] http://www.pressreleasepoint.com/cdt-receives-democracy-fund-grant-address-election-privacy-and-security
[7] http://www.democracyfund.org/blog/entry/tackling-challenges-in-election-administration-and-voting
[6] http://www.democracyfund.org/blog/entry/elevating-constructive-voices-to-disrupt-polarization
[6] http://www.democracyfund.org/blog/entry/remembering-michael-cromartie
[5] https://www.journalism.co.uk/news/city-bureau-is-bringing-journalists-and-communities-together-to-encourage-civic-participation/s2/a709814/
[5] http://www.democracyfund.org/electionsmap
[3] https://twitter.com/DemocracyFund/status/905424704160362497
[3] https://www.insidephilanthropy.com/home/2017/8/30/news-integrity-initiative-funding?utm_content=buffer09971&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[8] https://chicagolymag.com/web/2017/09/taking-it-to-the-streets-how-city-bureau-is-fixing-chicago-news/
[5] https://www.journalism.co.uk/news/city-bureau-is-bringing-journalists-and-communities-together-to-encourage-civic-participation/s2/a709814/
[3] http://www.voterstudygroup.org/publications/2017-voter-survey/first-six-months
[3] http://www.democracyfund.org/blog/entry/tackling-challenges-in-election-administration-and-voting
[2] http://www.democracyfund.org/blog/entry/understanding-trust-to-strengthen-democracy
[2] https://twitter.com/dangillmor/status/865591096461606913
[2] http://www.pressreleasepoint.com/cdt-receives-democracy-fund-grant-address-election-privacy-and-security
[2] http://imcp.network/LeveragePointsforShiftingUSCongressionalDysfunctions
[2] http://www.politico.com/story/2017/09/06/trump-obama-voters-poll-242334
[2] https://twitter.com/democracyfund/status/903646492799447043

Top URLs in Tweet in G2:
[5] http://www.pressreleasepoint.com/cdt-receives-democracy-fund-grant-address-election-privacy-and-security
[4] http://www.democracyfund.org/electionsmap
[3] http://www.democracyfund.org/blog/entry/tackling-challenges-in-election-administration-and-voting
[2] https://twitter.com/tglaisyer/status/905628637340291073
[2] https://twitter.com/DemocracyFund/status/907594159938207744
[1] https://twitter.com/i/web/status/904142470589579264
[1] http://www.democracyfund.org/blog/entry/tackling-challenges-in-election-administration-and-voting#.Wbaw19bSIXQ.twitter
[1] http://www.democracyfund.org/jobs
[1] https://twitter.com/i/web/status/907285421637423109
[1] https://twitter.com/i/web/status/907357885662994436

Top URLs in Tweet in G3:
[6] http://www.democracyfund.org/blog/entry/elevating-constructive-voices-to-disrupt-polarization
[5] http://www.democracyfund.org/blog/entry/remembering-michael-cromartie
[5] http://www.voterstudygroup.org/publications/2017-voter-survey/first-six-months
[2] https://twitter.com/DemocracyFund/status/905424704160362497
[2] https://twitter.com/HillRabbit/status/907639216967966720
[2] http://www.democracyfund.org/page/jobs#PAOCC
[1] http://reedcollegeofmedia.wvu.edu/news/2017/09/12/college-receives-a-150-000-grant-to-expand-community-based-reporting-aimed-at-bridging-america-s-divides
[1] http://www.democracyfund.org/blog/entry/tackling-challenges-in-election-administration-and-voting
[1] https://twitter.com/DomenikaLynch/status/907239112104693760
[1] https://twitter.com/i/web/status/907635391490031618

Top URLs in Tweet in G4:
[1] http://www.washingtonpost.com/blogs/monkey-cage/wp/2017/09/06/new-poll-obama-trump-voters-are-starting-to-sour-on-trump/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/907725815714140160
[1] https://twitter.com/democracyfund/status/907594159938207744
[1] https://twitter.com/HHHElections/status/903588901536878593

Top URLs in Tweet in G6:
[3] http://www.voterstudygroup.org/publications/2017-voter-survey/first-six-months
[2] https://globalanticorruptionblog.com/2017/09/06/upcoming-conference-on-populist-plutocrats-lessons-from-around-the-world-sept-23-harvard-law-school/
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3028990

Top URLs in Tweet in G8:
[1] https://twitter.com/democracyfund/status/905788720418258944
[1] https://twitter.com/i/web/status/905091583028191237

Top URLs in Tweet in G9:
[1] https://www.participatorybudgeting.org/taking-pb-scale/

Top Domains
Top Domains in Tweet in Entire Graph:
[69] twitter.com
[38] democracyfund.org
[14] voterstudygroup.org
[9] chicagolymag.com
[7] pressreleasepoint.com
[5] co.uk
[4] washingtonpost.com
[4] insidephilanthropy.com
[2] wvu.edu
[2] bostonglobe.com

Top Domains in Tweet in G1:
[19] twitter.com
[9] democracyfund.org
[8] chicagolymag.com
[5] co.uk
[4] voterstudygroup.org
[2] pressreleasepoint.com
[2] imcp.network
[2] politico.com
[1] washingtonpost.com
[1] localnewslab.org

Top Domains in Tweet in G2:
[22] twitter.com
[11] democracyfund.org
[5] pressreleasepoint.com
[2] washingtonpost.com
[1] democracyfund.com
[1] voterstudygroup.org
[1] nonprofitvote.org

Top Domains in Tweet in G3:
[15] democracyfund.org
[13] twitter.com
[5] voterstudygroup.org
[1] wvu.edu
[1] bostonglobe.com

Top Domains in Tweet in G4:
[1] washingtonpost.com

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

Top Domains in Tweet in G6:
[3] voterstudygroup.org
[2] globalanticorruptionblog.com
[1] ssrn.com

Top Domains in Tweet in G8:
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] votersg
[16] constructivepolitics
[13] chci2017
[13] nowhiring
[12] tgdc2017
[11] elections
[10] apsa2017
[7] pressfreedom
[6] election
[6] systemsmap



Top Hashtags in Tweet in G1:
[13] votersg
[6] nowhiring
[6] pressfreedom
[1] nationalvoterregistrationday
[1] chci2017
[1] constructivepolitics
[1] apsa17
[1] localfix
[1] ff

Top Hashtags in Tweet in G2:
[11] elections
[10] apsa2017
[4] systemsmap
[4] nowhiring
[4] election
[4] tgdc2017
[3] votersg
[3] nationalvoterregistrationday
[1] ff
[1] whathappened

Top Hashtags in Tweet in G3:
[14] constructivepolitics
[11] chci2017
[5] votersg
[2] systemsmap
[1] governance
[1] whathappened
[1] nowhiring
[1] pressfreedom
[1] apsa17

Top Hashtags in Tweet in G4:
[1] votersg

Top Hashtags in Tweet in G5:
[8] tgdc2017
[2] nowhiring
[2] election

Top Hashtags in Tweet in G6:
[1] votersg

Top Hashtags in Tweet in G9:
[5] participatorybudgeting

Top Words
Top Words in Tweet in Entire Graph:
[347] Words in Sentiment List#1: Positive
[60] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5173] Non-categorized Words
[5580] Total Words
[258] democracyfund
[54] adamambrogi
[42] data
[42] work
[38] election

Top Words in Tweet in G1:
[53] democracyfund
[18] more
[16] trump
[16] news
[15] work
[14] voters
[14] city_bureau
[13] votersg
[13] jcstearns
[12] read

Top Words in Tweet in G2:
[83] democracyfund
[42] adamambrogi
[28] grant
[28] election
[27] nado1377
[21] staceyhscholl
[20] cendemtech
[20] elections
[16] receives
[16] address

Top Words in Tweet in G3:
[60] democracyfund
[17] chci
[16] crawfordstuff
[15] lm210
[15] joegoldman
[14] constructivepolitics
[14] michael
[11] chci2017
[10] great
[10] work

Top Words in Tweet in G4:
[21] democracyfund
[21] voters'
[20] data
[20] realdonaldtrump
[20] hillaryclinton
[20] evaluations
[20] social
[20] groups
[19] thomasjwood
[3] trump

Top Words in Tweet in G5:
[14] democracyfund
[11] dziurlaj
[8] mastersonmv
[8] tgdc2017
[7] dropping
[7] common
[7] dat
[7] format
[7] knowledge
[7] eacgov's

Top Words in Tweet in G6:
[4] democracyfund
[3] sunfoundation
[3] 5
[3] 000
[2] populist
[2] plutocrats
[2] lessons
[2] around
[2] world
[2] anticorruptblog

Top Words in Tweet in G8:
[2] attn
[2] facebook
[2] policy
[2] youtube
[2] snapchat
[2] instagram
[2] anyone
[2] thinks
[2] social
[2] media

Top Words in Tweet in G9:
[5] look
[5] bigger
[5] budgets
[5] participatorybudgeting
[5] popdemoc
[5] democracyfund
[4] pbproject

Top Words in Tweet in G10:
[2] thanks
[2] cstewartiii
[2] mitelectionlab
[2] democracyfund
[2] wonderful
[2] reception
[2] kimballdc
[2] thank

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] democracyfund,data
[21] data,realdonaldtrump
[21] realdonaldtrump,hillaryclinton
[21] hillaryclinton,voters'
[21] voters',evaluations
[21] evaluations,social
[21] social,groups
[21] trump,administration
[20] thomasjwood,democracyfund
[19] cendemtech,receives

Top Word Pairs in Tweet in G1:
[12] democracyfund,knightfdn
[10] chicago,news
[8] mccormick_fdn,democracyfund
[7] trump,voters
[7] trump,administration
[7] taking,streets
[7] streets,city_bureau
[7] city_bureau,fixing
[7] fixing,chicago
[7] news,nice

Top Word Pairs in Tweet in G2:
[16] cendemtech,receives
[16] grant,address
[16] address,election
[16] election,privacy
[16] privacy,security
[12] happy,announce
[12] announce,first
[12] first,grant
[12] grant,cendemtech
[12] receives,democracyfund

Top Word Pairs in Tweet in G3:
[9] michael,cromartie
[7] trump,administration
[7] chci,chci2017
[6] take,look
[6] chci,democracyfund
[5] excited,support
[5] remembering,michael
[5] michael,cromartie's
[5] cromartie's,passing
[5] passing,democracyfund

Top Word Pairs in Tweet in G4:
[20] democracyfund,data
[20] data,realdonaldtrump
[20] realdonaldtrump,hillaryclinton
[20] hillaryclinton,voters'
[20] voters',evaluations
[20] evaluations,social
[20] social,groups
[19] thomasjwood,democracyfund

Top Word Pairs in Tweet in G5:
[10] dziurlaj,democracyfund
[8] mastersonmv,dziurlaj
[7] democracyfund,dropping
[7] dropping,common
[7] common,dat
[7] dat,format
[7] format,knowledge
[7] knowledge,eacgov's
[7] eacgov's,tgdc
[7] tgdc,tgdc2017

Top Word Pairs in Tweet in G6:
[3] 5,000
[2] populist,plutocrats
[2] plutocrats,lessons
[2] lessons,around
[2] around,world
[2] world,anticorruptblog
[2] anticorruptblog,sunfoundation
[2] first,six
[2] six,months
[2] months,5

Top Word Pairs in Tweet in G8:
[2] attn,facebook
[2] facebook,policy
[2] policy,youtube
[2] youtube,snapchat
[2] snapchat,instagram
[2] instagram,anyone
[2] anyone,thinks
[2] thinks,social
[2] social,media
[2] media,meaningfully

Top Word Pairs in Tweet in G9:
[5] look,bigger
[5] bigger,budgets
[5] budgets,participatorybudgeting
[5] participatorybudgeting,popdemoc
[5] popdemoc,democracyfund
[4] pbproject,look

Top Word Pairs in Tweet in G10:
[2] thanks,cstewartiii
[2] cstewartiii,mitelectionlab
[2] mitelectionlab,democracyfund
[2] democracyfund,wonderful
[2] wonderful,reception
[2] reception,kimballdc
[2] kimballdc,thank

Top Replied-To
Top Replied-To in Entire Graph:
@democracyfund
@henryolseneppc
@kevinkay500bee
@senjohnmccain
@nado1377
@jennychoinews
@adamambrogi
@gronke
@jentolentino_
@mastersonmv

Top Replied-To in G1:
@jennychoinews
@lenifaye
@jcstearns

Top Replied-To in G2:
@democracyfund
@nado1377
@gronke
@adamambrogi
@senjohnmccain
@lm210
@aztammyp

Top Replied-To in G3:
@democracyfund
@senjohnmccain
@chci
@repcardenas
@emmathsn

Top Replied-To in G4:
@democracyfund

Top Replied-To in G5:
@jentolentino_
@mastersonmv
@electionline

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@adamambrogi
@nado1377
@cendemtech
@hillaryclinton
@staceyhscholl
@crawfordstuff
@realdonaldtrump
@lm210
@joegoldman

Top Mentioned in G1:
@democracyfund
@city_bureau
@jcstearns
@knightfdn
@mccormick_fdn
@adamambrogi
@lm210
@inn
@pacefunders

Top Mentioned in G2:
@democracyfund
@adamambrogi
@nado1377
@staceyhscholl
@cendemtech
@gronke
@nehlsie
@congressfdn
@crawfordstuff
@joegoldman

Top Mentioned in G3:
@democracyfund
@chci
@crawfordstuff
@lm210
@joegoldman
@hillrabbit
@adamambrogi
@jessicabharris
@de
@srik

Top Mentioned in G4:
@democracyfund
@realdonaldtrump
@hillaryclinton
@thomasjwood

Top Mentioned in G5:
@democracyfund
@dziurlaj
@eacgov
@mastersonmv
@adamambrogi
@cendemtech
@ncsl
@rickhasen
@us_vote
@nassorg

Top Mentioned in G6:
@democracyfund
@sunfoundation
@anticorruptblog
@democracyf
@globalintegrity
@opengovhub
@billgalston
@nadazohdy
@johntonn
@srik

Top Mentioned in G7:
@fastcompany
@ablimpact
@jobbatical
@shripriya
@democracyfund
@unops
@mediafunders
@conflictkitchen

Top Mentioned in G8:
@facebook
@policy
@youtube
@snapchat
@instagram
@seamuskraft

Top Mentioned in G9:
@popdemoc
@democracyfund
@pbproject

Top Mentioned in G10:
@cstewartiii
@mitelectionlab
@democracyfund
@kimballdc
@adrianoudani

Top Tweeters
Top Tweeters in Entire Graph:
@rhcm123
@pcdnetwork
@fastcompany
@eurocentrique
@rickhasen
@craignewmark
@dansinker
@avivajazz
@rohitguptahpf
@raju

Top Tweeters in G1:
@rhcm123
@eurocentrique
@avivajazz
@raju
@jcstearns
@knightfdn
@propublica
@politico_steve
@cjr
@debjshaw

Top Tweeters in G2:
@richardmskinner
@joebeone
@hare_brain
@cybersec4u
@heathbrown
@bpc_bipartisan
@gteresa
@aztammyp
@ekenyanito
@cendemtech

Top Tweeters in G3:
@michaelrwear
@bobsmietana
@jalatorregdl
@de
@naleo
@crawfordstuff
@kevinloker
@senjohnmccain
@drjmahone
@abohannon

Top Tweeters in G4:
@rohitguptahpf
@seasolicitorcjs
@jlove1982
@realdonaldtrump
@ahsanib
@adorably_nerdy
@beardedcrank
@mudlock
@monkeycageblog
@hillaryclinton

Top Tweeters in G5:
@rickhasen
@jungshadow
@hhhelections
@eacgov
@benrice23
@mastersonmv
@us_vote
@nassorg
@electionline
@ac7ionabl3

Top Tweeters in G6:
@sunfoundation
@alanhudson1
@globalintegrity
@opengovhub
@billgalston
@thakurrsjamwal2
@anticorruptblog
@lizruedy
@johntonn
@ecmatto

Top Tweeters in G7:
@pcdnetwork
@fastcompany
@mediafunders
@shripriya
@ablimpact
@unops
@jobbatical
@conflictkitchen

Top Tweeters in G8:
@youtube
@seamuskraft
@instagram
@snapchat
@johntmayo
@policy
@facebook

Top Tweeters in G9:
@neweconomics
@briandrpm
@popdemoc
@pbproject
@zamhlaba
@raizescommunity

Top Tweeters in G10:
@daverobertsonmo
@kimballdc
@cstewartiii
@adrianoudani
@mitelectionlab