democracyfund , Twitter, 2/24/2022 10:23:04 PM, 272267


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democracyfund _2022-02-24_09-08-17.xlsx
democracyfund _2022-02-24_09-08-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2022
Short Description:
democracyfund via NodeXL https://bit.ly/3LSFQnT
@democracyfund
@uchicagoceg
@loreleikelly
@wwbowling1
@mediafunders
@princekellylynn
@mediaghosts
@aztammyp
@csac_counties
@truji_nestor

Top hashtags:
#elections
#trollbusters
#toxicavenger
#corporatecivicplaybook

Description:
Description
The graph represents a network of 133 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, 24 February 2022 at 17:08 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 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, 4-hour, 41-minute period from Thursday, 10 February 2022 at 13:19 UTC to Wednesday, 23 February 2022 at 18:00 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 : 133
Unique Edges : 200
Edges With Duplicates : 137
Total Edges : 337
Number of Edge Types : 5
Mentions : 172
Retweet : 41
MentionsInRetweet : 106
Tweet : 4
Replies to : 14
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.0672268907563025
Reciprocated Edge Ratio : 0.125984251968504
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 126
Maximum Edges in a Connected Component : 333
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.248033
Graph Density : 0.0144679881521987
Modularity : 0.540183
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 133 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, 24 February 2022 at 17:08 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 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, 4-hour, 41-minute period from Thursday, 10 February 2022 at 13:19 UTC to Wednesday, 23 February 2022 at 18:00 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:
[2] https://twitter.com/electionline/status/1494361183838740481
[2] https://democracyfund.org/
[1] https://policefundingdatabase.org/
[1] https://twitter.com/TMI_LDF/status/1493631337676292106
[1] https://playbook.civicalliance.com/
[1] https://twitter.com/arabellaadvisor/status/1493254626229035013
[1] https://www.route-fifty.com/tech-data/2022/02/paper-shortage-ballots-could-pose-difficulties-elections/361994/
[1] https://www.gofundme.com/f/help-with-legal-fees-to-fight-for-workers-rights?utm_campaign=p_lico+share-sheet&utm_medium=copy_link&utm_source=customer
[1] https://twitter.com/UChicagoCEG/status/1494365628081258501
[1] https://effectivegov.uchicago.edu/news/ceg-welcomes-2022-cohort-of-senior-practitioner-fellows

Top URLs in Tweet in G1:
[2] https://twitter.com/electionline/status/1494361183838740481
[1] https://democracyfund.applytojob.com/apply/yEWQHrKLvB/Communications-Coordinator
[1] https://twitter.com/UChicagoCEG/status/1494365628081258501
[1] https://playbook.civicalliance.com/
[1] https://policefundingdatabase.org/
[1] https://twitter.com/TMI_LDF/status/1493631337676292106
[1] https://effectivegov.uchicago.edu/news/ceg-welcomes-2022-cohort-of-senior-practitioner-fellows
[1] https://www.gofundme.com/f/help-with-legal-fees-to-fight-for-workers-rights?utm_campaign=p_lico+share-sheet&utm_medium=copy_link&utm_source=customer
[1] https://twitter.com/DemocracyFund/status/1494389949860356101
[1] https://twitter.com/civicdesign/status/1494366539927142404

Top URLs in Tweet in G2:
[1] https://yoursosteam.wordpress.com/toxic-avenger-february-2022/
[1] https://www.youtube.com/watch?app=desktop&v=-nkfj3wk7eg

Top URLs in Tweet in G5:
[1] https://beeckcenter.georgetown.edu/report/a-community-builds-an-app-with-congress/

Top URLs in Tweet in G6:
[1] https://twitter.com/NYUHeymanPrgm/status/1492184090610700291

Top URLs in Tweet in G7:
[1] https://www.route-fifty.com/tech-data/2022/02/paper-shortage-ballots-could-pose-difficulties-elections/361994/

Top URLs in Tweet in G8:
[1] https://mediaimpactfunders.org/watch-how-funders-can-use-data-maps-to-inform-funding-decisions/

Top URLs in Tweet in G10:
[1] https://www.governing.com/next/state-legislators-ramp-up-push-for-election-control

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] elections
[2] trollbusters
[2] toxicavenger
[1] corporatecivicplaybook
[1] civicengagement
[1] democracy
[1] voting
[1] 14thadmendmentsection3
[1] womenpolicymakers
[1] womensleadership



Top Hashtags in Tweet in G1:
[1] corporatecivicplaybook
[1] womenpolicymakers
[1] womensleadership
[1] wcpigala

Top Hashtags in Tweet in G2:
[2] trollbusters
[2] toxicavenger
[1] onlineabuse
[1] flyhigher

Top Hashtags in Tweet in G7:
[1] voting

Top Hashtags in Tweet in G9:
[1] 14thadmendmentsection3

Top Hashtags in Tweet in G10:
[3] elections

Top Words
Top Words in Tweet in Entire Graph:
[40] democracyfund
[17] senior
[16] democracy
[16] thrilled
[16] uchicagoceg
[15] practitioner
[15] helloctcl
[14] ceg
[14] welcome
[14] 2022

Top Words in Tweet in G1:
[17] senior
[16] uchicagoceg
[16] thrilled
[15] practitioner
[15] helloctcl
[14] ceg
[14] welcome
[14] 2022
[14] fellows
[14] tiana

Top Words in Tweet in G2:
[12] democracyfund
[9] support
[8] yoursosteam
[6] three
[6] thank
[6] knightfdn
[5] mediaghosts
[5] silver
[5] anthemawards
[5] love

Top Words in Tweet in G3:
[3] economyinformal
[3] theeiu
[3] theeconomist
[3] democracydocket
[3] democracyfund
[3] popdemoc
[3] nedemocracy
[3] coe
[3] dfaaction
[3] brookingsglobal

Top Words in Tweet in G4:
[2] against

Top Words in Tweet in G5:
[2] democracy
[2] evolving
[2] tech
[2] data
[2] created
[2] unprecedented
[2] ways
[2] community
[2] information
[2] providers

Top Words in Tweet in G6:
[5] join
[5] democracyfund
[4] tomorrow
[4] joegoldman
[4] stevechoiny
[4] 1fordemocracy
[4] annesnouck
[4] issueonereform
[3] alexreevegivens
[3] ra

Top Words in Tweet in G7:
[5] csac_counties
[5] sure
[5] point
[5] supply
[5] deficits
[5] filled
[5] election
[5] officials
[5] warn
[5] shortage

Top Words in Tweet in G8:
[6] data
[5] one
[5] strategy
[5] help
[5] funders
[5] media
[5] democracy
[5] identify
[5] investment
[5] gaps

Top Words in Tweet in G10:
[3] rules
[3] conducting
[3] #elections
[3] aren
[3] thing
[3] being
[3] debated
[3] state
[3] legislatures
[3] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] senior,practitioner
[14] ceg,thrilled
[14] thrilled,welcome
[14] welcome,2022
[14] 2022,senior
[14] practitioner,fellows
[14] fellows,tiana
[14] tiana,epps
[14] epps,johnson
[14] johnson,tianaej

Top Word Pairs in Tweet in G1:
[15] senior,practitioner
[14] ceg,thrilled
[14] thrilled,welcome
[14] welcome,2022
[14] 2022,senior
[14] practitioner,fellows
[14] fellows,tiana
[14] tiana,epps
[14] epps,johnson
[14] johnson,tianaej

Top Word Pairs in Tweet in G2:
[4] support,love
[4] ranaayyub,timnitgebru
[4] timnitgebru,iawrt
[4] iawrt,onlinesosorg
[4] onlinesosorg,stopovaw
[4] stopovaw,democracyfund
[4] democracyfund,craignewmark
[4] craignewmark,yoursosteam
[3] three,silver
[3] silver,awards

Top Word Pairs in Tweet in G3:
[3] economyinformal,theeiu
[3] theeiu,theeconomist
[3] theeconomist,democracydocket
[3] democracydocket,democracyfund
[3] democracyfund,popdemoc
[3] popdemoc,nedemocracy
[3] nedemocracy,coe
[3] coe,dfaaction
[3] dfaaction,brookingsglobal
[3] brookingsglobal,diem_25

Top Word Pairs in Tweet in G5:
[2] democracy,evolving
[2] evolving,tech
[2] tech,data
[2] data,created
[2] created,unprecedented
[2] unprecedented,ways
[2] ways,community
[2] community,information
[2] information,providers
[2] providers,cover

Top Word Pairs in Tweet in G6:
[4] tomorrow,join
[4] join,joegoldman
[4] joegoldman,democracyfund
[4] democracyfund,stevechoiny
[4] stevechoiny,1fordemocracy
[4] 1fordemocracy,annesnouck
[4] annesnouck,issueonereform
[3] alexreevegivens,tomorrow
[3] issueonereform,ra

Top Word Pairs in Tweet in G7:
[5] sure,point
[5] point,supply
[5] supply,deficits
[5] deficits,filled
[5] filled,election
[5] election,officials
[5] officials,warn
[5] warn,shortage
[5] shortage,paper
[4] csac_counties,sure

Top Word Pairs in Tweet in G8:
[5] one,strategy
[5] strategy,help
[5] help,funders
[5] funders,media
[5] media,democracy
[5] democracy,identify
[5] identify,investment
[5] investment,gaps
[5] gaps,comprehensive
[5] comprehensive,data

Top Word Pairs in Tweet in G10:
[3] rules,conducting
[3] conducting,#elections
[3] #elections,aren
[3] aren,thing
[3] thing,being
[3] being,debated
[3] debated,state
[3] state,legislatures
[3] legislatures,more
[3] more,control

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@uchicagoceg
@helloctcl
@tianaej
@yoursosteam
@knightfdn
@csac_counties
@rudymehrbani
@anthemawards
@iawrt

Top Mentioned in G1:
@uchicagoceg
@helloctcl
@tianaej
@democracyfund
@rudymehrbani
@civicalliance
@najmaroberts
@electionline
@aztammyp
@tao_minnis

Top Mentioned in G2:
@democracyfund
@yoursosteam
@knightfdn
@anthemawards
@onlinesosorg
@iawrt
@mediaghosts
@angryblacklady
@ranaayyub
@timnitgebru

Top Mentioned in G3:
@theeiu
@theeconomist
@democracydocket
@democracyfund
@popdemoc
@nedemocracy
@coe
@dfaaction
@brookingsglobal
@diem_25

Top Mentioned in G4:
@potus
@foxnews
@un
@cnni
@foreignaffairs
@nytimes
@berniemendez
@democracyfund
@kremlinrussia_e

Top Mentioned in G5:
@loreleikelly
@city_bureau
@poynter
@ampress
@knightfdn
@shorensteinctr
@vivian
@wearehearken
@democracyfund
@opensociety

Top Mentioned in G6:
@democracyfund
@joegoldman
@stevechoiny
@1fordemocracy
@annesnouck
@issueonereform
@alexreevegivens
@nyucga

Top Mentioned in G7:
@csac_counties
@aceproject_org
@democracyfund
@nacotweets
@andreclaudio_1

Top Mentioned in G8:
@mediafunders
@candiddo
@candiddotorg
@lmariahtrusty
@democracyfund

Top Mentioned in G9:
@thedemocrats
@senatedems
@libdems
@democracydocket
@democracynow
@democracyfund
@donaldtrump

Top Mentioned in G10:
@governing
@democracyfund
@aztammyp
@speakerbowers
@rzhist

Top Tweeters
Top Tweeters in Entire Graph:
@angryblacklady
@nytimes
@foxnews
@blackamazon
@theeconomist
@cnni
@ferozwala
@craignewmark
@codeforpdx
@harrymeanwell4

Top Tweeters in G1:
@harrymeanwell4
@bbshaman
@naacp_ldf
@aztammyp
@jazzchica
@pogowatchdog
@pepsico
@uchicago
@meganstifel
@lizhempowicz

Top Tweeters in G2:
@angryblacklady
@blackamazon
@craignewmark
@knightfdn
@mutalenkonde
@ranaayyub
@omidyarnetwork
@timnitgebru
@cagoldberglaw
@mediaghosts

Top Tweeters in G3:
@theeconomist
@theeiu
@brookingsglobal
@dfaaction
@coe
@nedemocracy
@popdemoc
@diem_25
@r090fv
@securedemocracy

Top Tweeters in G4:
@nytimes
@foxnews
@cnni
@foreignaffairs
@un
@berniemendez
@justintrudeau
@wwbowling1
@kremlinrussia_e
@potus

Top Tweeters in G5:
@codeforpdx
@poynter
@opensociety
@mlsif
@shorensteinctr
@vivian
@loreleikelly
@ampress
@city_bureau
@wearehearken

Top Tweeters in G6:
@cendemtech
@issueonereform
@nyucga
@stevechoiny
@nyuheymanprgm
@alexreevegivens
@1fordemocracy
@joegoldman
@annesnouck

Top Tweeters in G7:
@csac_counties
@nacotweets
@reportspambots
@aceproject_org
@scotthdemoss
@gold_political
@andreclaudio_1

Top Tweeters in G8:
@candiddotorg
@mediafunders
@grantcraft
@courteshleman
@lmariahtrusty
@_csolutions
@candiddo

Top Tweeters in G9:
@democracynow
@libdems
@thedemocrats
@senatedems
@princekellylynn
@donaldtrump

Top Tweeters in G10:
@tks1634
@governing
@rzhist
@speakerbowers


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