democracyfund , Twitter, 11/17/2022 6:59:50 PM, 284667


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democracyfund _2022-11-17_09-09-05.xlsx
democracyfund _2022-11-17_09-09-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 17, 2022
Short Description:
democracyfund via NodeXL https://bit.ly/3X5pZbb
@democracyfund
@centerforcrds
@electionsvoting
@etorchafrica1
@adamambrogi
@orcapchronicle
@el_timpano
@umichsieg
@wtadler
@katebreynolds

Top hashtags:
#2022asa
#electionofficial
#electionofficials
#2020election

Description:
Description
The graph represents a network of 106 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, 17 November 2022 at 17:09 UTC.

The requested start date was Thursday, 17 November 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 19-hour, 33-minute period from Thursday, 03 November 2022 at 01:28 UTC to Thursday, 03 November 2022 at 21:02 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 : 106
Unique Edges : 121
Edges With Duplicates : 173
Total Edges : 294
Number of Edge Types : 5
Retweet : 57
MentionsInRetweet : 115
Mentions : 105
Replies to : 6
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0903614457831325
Reciprocated Edge Ratio : 0.165745856353591
Connected Components : 13
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 80
Maximum Edges in a Connected Component : 258
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.73543
Graph Density : 0.0162623539982031
Modularity : 0.386266
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 106 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, 17 November 2022 at 17:09 UTC.

The requested start date was Thursday, 17 November 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 19-hour, 33-minute period from Thursday, 03 November 2022 at 01:28 UTC to Thursday, 03 November 2022 at 21:02 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:
[7] https://www.un.org/democracyfund/apply-for-funding
[6] https://democracyfund.org/idea/the-state-of-election-administration-in-2022/
[4] https://www.un.org/democracyfund/
[3] https://www.un.org/democracyfund/sites/www.un.org.democracyfund/files/fnud_guide_fr_r17_with_links.pdf
[2] https://oregoncapitalchronicle.com/2022/11/02/a-quarter-of-local-election-officials-received-violent-threats-after-2020-election-survey-finds/
[1] https://twitter.com/el_timpano/status/1588249077090684928
[1] https://www.nclocalnews.org/updates-blog/oct-2022-grant-awards/?lang=en
[1] https://twitter.com/electionline/status/1588201893506981889
[1] https://twitter.com/paulonabike/status/1587817411029651457
[1] https://www.nationalmemo.com/in-nevada-trump-republicans-attack-veteran-gop-election-clerks

Top URLs in Tweet in G1:
[1] https://twitter.com/electionline/status/1588201893506981889
[1] https://twitter.com/JMShumway/status/1587969831303000064
[1] https://twitter.com/AdamAmbrogi/status/1588168773533581312
[1] https://www.penncapital-star.com/campaigns-elections/a-quarter-of-local-election-officials-received-violent-threats-after-2020-election-survey-finds/
[1] https://www.nationalmemo.com/in-nevada-trump-republicans-attack-veteran-gop-election-clerks
[1] https://twitter.com/paulonabike/status/1587817411029651457
[1] https://electionline.org/electionline-weekly/2022/11-03/
[1] https://democracyfund.org/idea/the-state-of-election-administration-in-2022/
[1] https://twitter.com/democracyfund/status/1587840727056322562

Top URLs in Tweet in G2:
[2] https://democracyfund.org/idea/the-state-of-election-administration-in-2022/
[1] https://democracyfund.org/idea/knowing-its-right-limiting-the-risk-of-certifying-elections/
[1] https://twitter.com/wtadler/status/1588193664014114816
[1] https://twitter.com/kira_lerner/status/1587896912933289984

Top URLs in Tweet in G3:
[3] https://democracyfund.org/idea/the-state-of-election-administration-in-2022/
[1] https://twitter.com/el_timpano/status/1588249077090684928
[1] https://oregoncapitalchronicle.com/2022/11/02/a-quarter-of-local-election-officials-received-violent-threats-after-2020-election-survey-finds/

Top URLs in Tweet in G6:
[5] https://www.un.org/democracyfund/apply-for-funding

Top URLs in Tweet in G7:
[1] https://www.nclocalnews.org/updates-blog/oct-2022-grant-awards/?lang=en

Top URLs in Tweet in G8:
[1] https://www.un.org/democracyfund/apply-for-funding

Top URLs in Tweet in G9:
[1] https://oregoncapitalchronicle.com/2022/11/02/a-quarter-of-local-election-officials-received-violent-threats-after-2020-election-survey-finds/

Top URLs in Tweet in G10:
[1] https://democracyfund.ru/userfiles/kniga_grigoriev_obiknovenniy_fashizm28032016.pdf

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] 2022asa
[4] electionofficial
[3] electionofficials
[3] 2020election
[2] lebanon
[1] electionclerks
[1] orpol
[1] humanrights
[1] ð£ðºñ€ð°ð¸ð½ð°
[1] ukraine



Top Hashtags in Tweet in G1:
[4] electionofficial
[3] electionofficials
[3] 2020election
[1] electionclerks

Top Hashtags in Tweet in G4:
[5] 2022asa

Top Hashtags in Tweet in G9:
[1] orpol

Top Hashtags in Tweet in G10:
[1] ð£ðºñ€ð°ð¸ð½ð°
[1] ukraine
[1] ukrainian
[1] warcrimes
[1] fascism

Top Words
Top Words in Tweet in Entire Graph:
[46] democracyfund
[39] election
[38] local
[35] survey
[31] electionsvoting
[27] officials
[17] 2022
[16] aztammyp
[15] gronke
[15] work

Top Words in Tweet in G1:
[20] survey
[18] electionsvoting
[16] election
[16] democracyfund
[15] local
[11] 2022
[8] reed_college_
[8] gronke
[8] officials
[8] aztammyp

Top Words in Tweet in G2:
[13] election
[12] local
[11] democracyfund
[10] electionsvoting
[8] officials
[7] aztammyp
[7] work
[6] first
[6] published
[6] gronke

Top Words in Tweet in G3:
[13] democracyfund
[6] officials
[6] local
[6] survey
[5] election
[4] harassment
[4] threats
[4] tã
[4] experienced
[4] work

Top Words in Tweet in G4:
[5] colleagues'
[5] #2022asa
[5] attending
[5] events
[5] cr
[5] check
[5] talks
[5] rachelkuo
[5] ds
[5] affiliates

Top Words in Tweet in G6:
[3] apply
[3] propositions
[2] projects
[2] 250
[2] grants
[2] 000
[2] sã
[2] sont
[2] projets
[2] deux

Top Words in Tweet in G7:
[3] dogwoodwnc
[3] katebreynolds
[3] foundation
[3] thank
[3] bcbsncfound
[3] zsrfoundation
[3] democracyfund
[3] prentice
[3] bwfund
[2] suppoâ

Top Words in Tweet in G8:
[6] civil
[6] society
[5] projects
[5] 250
[5] year
[5] apply
[5] organizations
[5] around
[5] grants
[5] 000

Top Words in Tweet in G9:
[5] last
[5] officials
[5] presidential
[5] election
[5] local
[5] one
[5] elections
[5] survey
[5] threats
[5] received

Top Words in Tweet in G10:
[5] ordinary
[5] fascism
[5] language
[5] russian
[5] 2014
[5] book
[5] forces
[5] 2016
[5] ukrainian
[5] author

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] local,election
[18] democracyfund,electionsvoting
[17] election,officials
[12] 250,000
[11] civil,society
[11] grants,250
[10] apply,grants
[10] survey,local
[9] received,violent
[9] officials,today

Top Word Pairs in Tweet in G1:
[9] democracyfund,electionsvoting
[7] local,election
[6] electionsvoting,reed_college_
[5] election,officials
[5] leo,survey
[4] received,violent
[4] local,#electionofficial
[4] #electionofficial,survey
[4] reed_college_,local
[4] violent,threats

Top Word Pairs in Tweet in G2:
[12] local,election
[8] election,officials
[7] democracyfund,electionsvoting
[6] icymi,µof
[6] brief,based
[6] today,democracyfund
[6] graphics,local
[6] published,first
[6] electionsvoting,published
[6] officials,today

Top Word Pairs in Tweet in G3:
[6] survey,local
[4] experienced,abuse
[4] officials,democracyfund
[4] harassment,threats
[4] election,officials
[4] local,election
[4] abuse,harassment
[4] found,experienced
[4] democracyfund,found
[3] threats,aâ

Top Word Pairs in Tweet in G4:
[5] colleagues',talks
[5] rachelkuo,sjjphd
[5] check,cr
[5] cr,ds
[5] #2022asa,check
[5] ds,affiliates
[5] sjjphd,matthew_bui
[5] events,rachelkuo
[5] attending,#2022asa
[5] affiliates,colleagues'

Top Word Pairs in Tweet in G6:
[2] apply,grants
[2] 250,000

Top Word Pairs in Tweet in G7:
[3] dogwoodwnc,bcbsncfound
[3] democracyfund,prentice
[3] zsrfoundation,katebreynolds
[3] bwfund,dogwoodwnc
[3] prentice,foundation
[3] bcbsncfound,zsrfoundation
[3] katebreynolds,democracyfund
[3] thank,bwfund
[2] nclocalnewslab,thank
[2] foundation,suppoâ

Top Word Pairs in Tweet in G8:
[6] civil,society
[5] organizations,around
[5] apply,grants
[5] year,projects
[5] 000,year
[5] society,organizations
[5] invited,apply
[5] grants,250
[5] around,globe
[5] globe,invited

Top Word Pairs in Tweet in G9:
[5] local,elections
[5] elections,officials
[5] four,local
[5] violent,threats
[5] one,four
[5] last,presidential
[5] received,violent
[5] election,survey
[5] threats,last
[5] officials,received

Top Word Pairs in Tweet in G10:
[5] 2014,2016
[5] russian,language
[5] ordinary,fascism
[5] 2016,author
[5] fascism,crimes
[5] language,ordinary
[5] forces,2014
[5] book,russian
[5] crimes,ukrainian
[5] security,forces

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@electionsvoting
@aztammyp
@gronke
@reed_college_
@adamambrogi
@orcapchronicle
@paulonabike
@rachelkuo
@sjjphd

Top Mentioned in G1:
@democracyfund
@electionsvoting
@reed_college_
@aztammyp
@gronke
@electionline
@paulonabike
@creek_lovesdata
@orcapchronicle
@jmshumway

Top Mentioned in G2:
@democracyfund
@electionsvoting
@aztammyp
@gronke
@adamambrogi
@tovawang1
@paulonabike
@reed_college_

Top Mentioned in G3:
@democracyfund
@kira_lerner
@electionsvoting
@aztammyp
@gronke
@paulonabike
@el_timpano
@madbair
@jmshumway

Top Mentioned in G4:
@rachelkuo
@sjjphd
@matthew_bui
@centerforcrds
@toniasutherland
@steelecat717
@lnakamura
@democracyfund
@brooklyne

Top Mentioned in G5:
@africademocracy
@democracynow
@thedemcoalition
@cedemocratico
@democracyfund
@opendemocracy
@world_democracy
@ndi

Top Mentioned in G7:
@bwfund
@dogwoodwnc
@bcbsncfound
@zsrfoundation
@katebreynolds
@democracyfund
@nclocalnewslab

Top Mentioned in G8:
@ungeneva
@undemocracyfund

Top Mentioned in G9:
@orcapchronicle
@electionsvoting
@democracyfund
@jmshumway

Top Mentioned in G10:
@jacksontrenton3

Top Tweeters
Top Tweeters in Entire Graph:
@librariesval
@thedemcoalition
@cedemocratico
@vviewssonicmair
@codeforpdx
@rickhasen
@youcanfoolmost
@nickriccardi
@democracynow
@arthursmid

Top Tweeters in G1:
@nationalmemo
@mindymoretti
@lwv
@nataliaecg
@penncapitalstar
@tinalbarton
@ambermcreynolds
@umichsieg
@ssrs_research
@reed_college_

Top Tweeters in G2:
@rickhasen
@nickriccardi
@aztammyp
@paulonabike
@adamambrogi
@gronke
@michelleshafer
@suebohorquez
@mindysromero
@votinggeek

Top Tweeters in G3:
@aaron_glantz
@cuevacha
@kira_lerner
@pivotfund
@lisamgs
@christiangrose
@impactofficer
@kimballdc
@madbair
@democracyfund

Top Tweeters in G4:
@librariesval
@sjjphd
@brooklyne
@amethystpen7
@toniasutherland
@steelecat717
@rachelkuo
@matthew_bui
@shakaz23
@lnakamura

Top Tweeters in G5:
@thedemcoalition
@cedemocratico
@democracynow
@opendemocracy
@ndi
@africademocracy
@etorchafrica1
@world_democracy

Top Tweeters in G6:
@unicbeirut
@tonia
@elea
@ja
@cinudakar
@dea
@escniger

Top Tweeters in G7:
@bwfund
@katebreynolds
@zsrfoundation
@bcbsncfound
@dogwoodwnc
@nclocalnewslab

Top Tweeters in G8:
@ankitsa64753824
@ungeneva
@ankitsa96984128
@dschaubacher
@yogeshg95937827
@undemocracyfund

Top Tweeters in G9:
@codeforpdx
@arthursmid
@jmshumway
@orcapchronicle
@j3ssicaventura

Top Tweeters in G10:
@vviewssonicmair
@youcanfoolmost
@redbirdel
@ohorvath2
@jacksontrenton3


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