democracyfund , Twitter, 8/18/2022 4:11:40 PM, 280297


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democracyfund _2022-08-18_09-09-06.xlsx
democracyfund _2022-08-18_09-09-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2022
Short Description:
democracyfund via NodeXL https://bit.ly/3SYaQpW
@democracyfund
@norcalgrant
@macfound
@carterlnp
@jacksontrenton3
@kmemjb
@electionsvoting
@michelleshafer
@cnjg
@francvs

Top hashtags:
#bipoc
#ukraine
#macfellow
#donbass
#icymi
#ncslsummit
#electionsciences

Description:
Description
The graph represents a network of 81 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, 18 August 2022 at 16:09 UTC.

The requested start date was Thursday, 18 August 2022 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, 21-hour, 20-minute period from Thursday, 04 August 2022 at 00:36 UTC to Wednesday, 17 August 2022 at 21:56 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 : 81
Unique Edges : 71
Edges With Duplicates : 128
Total Edges : 199
Number of Edge Types : 5
Tweet : 8
Replies to : 9
Mentions : 60
Retweet : 42
MentionsInRetweet : 80
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0593220338983051
Reciprocated Edge Ratio : 0.112
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 49
Maximum Edges in a Connected Component : 141
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.753391
Graph Density : 0.0192901234567901
Modularity : 0.485834
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 81 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, 18 August 2022 at 16:09 UTC.

The requested start date was Thursday, 18 August 2022 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, 21-hour, 20-minute period from Thursday, 04 August 2022 at 00:36 UTC to Wednesday, 17 August 2022 at 21:56 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:
[5] https://democracyfund.ru/userfiles/Ukrainian_Crimes_2017-2020.pdf
[2] https://twitter.com/DemocracyFund/status/1554970906883153920
[1] https://democracyfund.org/idea/reflection-on-the-impact-of-investing-in-voter-centric-election-administration/
[1] https://democracyfund.org/idea/what-we-learned-from-evaluating-the-impact-of-our-election-security-and-confidence-investments/
[1] https://www.ncsl.org/research/elections-and-campaigns/toward-a-resilient-electoral-process-retaining-poll-workers-fighting-misinformation-magazine2022.aspx
[1] https://twitter.com/ElectionsVoting/status/1559980818306453504
[1] https://democracyfund.ru/userfiles/Second%20report%20-%20War%20Crimes%20of%20the%20Armed%20Forces%20and%20Security%20Forces%20of%20Ukraine.pdf
[1] https://democracyfund.org/for-partners/grants-database/?fwp_paged=31
[1] https://democracyfund.ru/userfiles/kniga_grigoriev_obiknovenniy_fashizm28032016.pdf
[1] https://twitter.com/shawnpbreen/status/1556743633315020800

Top URLs in Tweet in G1:
[1] https://democracyfund.ru/userfiles/kniga_grigoriev_obiknovenniy_fashizm28032016.pdf
[1] https://democracyfund.ru/userfiles/Ukrainian_Crimes_2017-2020.pdf

Top URLs in Tweet in G2:
[1] https://www.ncsl.org/research/elections-and-campaigns/toward-a-resilient-electoral-process-retaining-poll-workers-fighting-misinformation-magazine2022.aspx
[1] https://twitter.com/shawnpbreen/status/1556743633315020800
[1] https://twitter.com/DemocracyFund/status/1554970906883153920

Top URLs in Tweet in G3:
[1] https://go.ncg.org/l/333481/2022-08-04/xmm59/22643
[1] https://go.ncg.org/l/333481/2022-08-02/xll9p/22631

Top URLs in Tweet in G4:
[1] https://twitter.com/ElectionsVoting/status/1559980818306453504

Top URLs in Tweet in G6:
[3] https://democracyfund.ru/userfiles/Ukrainian_Crimes_2017-2020.pdf

Top URLs in Tweet in G7:
[1] https://twitter.com/DemocracyFund/status/1554970906883153920
[1] https://democracyfund.ru/userfiles/Ukrainian_Crimes_2017-2020.pdf
[1] https://democracyfund.ru/userfiles/Second%20report%20-%20War%20Crimes%20of%20the%20Armed%20Forces%20and%20Security%20Forces%20of%20Ukraine.pdf
[1] https://democracyfund.org/idea/reflection-on-the-impact-of-investing-in-voter-centric-election-administration/
[1] https://democracyfund.org/idea/what-we-learned-from-evaluating-the-impact-of-our-election-security-and-confidence-investments/

Top URLs in Tweet in G9:
[1] https://democracyfund.org/for-partners/grants-database/?fwp_paged=31

Top Domains
Top Domains in Tweet in Entire Graph:
[7] democracyfund.ru
[4] twitter.com
[3] democracyfund.org
[2] ncg.org
[1] ncsl.org

Top Domains in Tweet in G1:
[2] democracyfund.ru

Top Domains in Tweet in G2:
[2] twitter.com
[1] ncsl.org

Top Domains in Tweet in G3:
[2] ncg.org

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

Top Domains in Tweet in G6:
[3] democracyfund.ru

Top Domains in Tweet in G7:
[2] democracyfund.ru
[2] democracyfund.org
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] bipoc
[4] ukraine
[3] macfellow
[3] donbass
[2] icymi
[2] ncslsummit
[2] electionsciences
[2] electionofficial
[2] warcrimesofukraine
[1] ncslelections



Top Hashtags in Tweet in G1:
[2] ukraine
[2] warcrimesofukraine
[1] украина
[1] donbass
[1] lugansk
[1] donetsk

Top Hashtags in Tweet in G2:
[2] icymi
[2] ncslsummit
[1] ncslelections

Top Hashtags in Tweet in G3:
[5] bipoc

Top Hashtags in Tweet in G4:
[2] electionsciences
[2] electionofficial

Top Hashtags in Tweet in G5:
[3] macfellow

Top Hashtags in Tweet in G7:
[2] donbass
[2] ukraine
[1] torture
[1] kiev
[1] humanrights

Top Words
Top Words in Tweet in Entire Graph:
[23] crimes
[22] book
[22] ukrainian
[22] 2020
[21] democracyfund
[21] grigoriev
[21] pdf
[20] jacksontrenton3
[20] titled
[20] war

Top Words in Tweet in G1:
[22] book
[22] ukrainian
[22] crimes
[21] grigoriev
[21] pdf
[20] jacksontrenton3
[20] titled
[20] war
[20] human
[20] rights

Top Words in Tweet in G2:
[10] democracyfund
[9] elections
[5] carterlnp
[5] part
[5] trend
[5] exhaustive
[5] records
[5] requests
[5] being
[5] submitted

Top Words in Tweet in G3:
[5] join
[5] discussion
[5] #bipoc
[5] communities'
[5] response
[5] rising
[5] white
[5] nationalism
[5] gcirtweets
[5] rise2getherfund

Top Words in Tweet in G4:
[13] gronke
[9] electionsvoting
[7] democracyfund
[7] evic
[7] reed_college_
[7] director
[6] michelleshafer
[5] sr
[5] program
[5] advisor

Top Words in Tweet in G5:
[3] meeting
[3] minds
[3] macarthur
[3] fellow
[3] #macfellow
[3] safiyanoble
[3] rashadrobinson
[3] colorofchange
[3] great
[2] macfound

Top Words in Tweet in G6:
[5] nie
[4] który
[4] jest
[4] dowodem
[4] ukraińcy
[4] sadystycznie
[4] mordują
[4] ludność
[4] cywilną
[3] tvp_info

Top Words in Tweet in G7:
[3] election
[3] democracy
[3] report
[2] ukraine
[2] based
[2] survey
[2] gt
[2] 200
[2] prisoners
[2] #donbass

Top Words in Tweet in G8:
[2] 28
[2] voter
[2] fraud
[2] brennan
[2] center
[2] hacks
[2] claim
[2] prosecutors
[2] invited
[2] party

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] book,titled
[20] titled,ukrainian
[20] ukrainian,war
[20] war,crimes
[20] crimes,human
[20] human,rights
[20] rights,violations
[20] violations,2017
[20] 2017,2020
[20] 2020,grigoriev

Top Word Pairs in Tweet in G1:
[20] book,titled
[20] titled,ukrainian
[20] ukrainian,war
[20] war,crimes
[20] crimes,human
[20] human,rights
[20] rights,violations
[20] violations,2017
[20] 2017,2020
[20] 2020,grigoriev

Top Word Pairs in Tweet in G2:
[5] part,trend
[5] trend,exhaustive
[5] exhaustive,records
[5] records,requests
[5] requests,being
[5] being,submitted
[5] submitted,elections
[5] elections,offices
[5] offices,around
[5] around,country

Top Word Pairs in Tweet in G3:
[5] discussion,#bipoc
[5] #bipoc,communities'
[5] communities',response
[5] response,rising
[5] rising,white
[5] white,nationalism
[5] nationalism,gcirtweets
[5] gcirtweets,rise2getherfund
[3] norcalgrant,join
[3] join,today

Top Word Pairs in Tweet in G4:
[7] director,gronke
[5] gronke,democracyfund
[5] evic,reed_college_
[5] reed_college_,director
[5] gronke,sr
[5] sr,program
[5] program,advisor
[5] advisor,michelleshafer
[5] michelleshafer,umatillacounty
[5] umatillacounty,meeting

Top Word Pairs in Tweet in G5:
[3] meeting,minds
[3] minds,macarthur
[3] macarthur,fellow
[3] fellow,#macfellow
[3] #macfellow,safiyanoble
[3] safiyanoble,rashadrobinson
[3] rashadrobinson,colorofchange
[3] colorofchange,great
[2] macfound,meeting
[2] great,expe

Top Word Pairs in Tweet in G6:
[4] który,jest
[4] sadystycznie,mordują
[4] mordują,ludność
[4] ludność,cywilną
[3] tvp_info,raport
[3] raport,który
[3] jest,oficjalnym
[3] oficjalnym,dowodem
[3] dowodem,że
[3] że,ukrainie

Top Word Pairs in Tweet in G7:
[2] based,survey
[2] survey,gt
[2] gt,200
[2] 200,prisoners
[2] prisoners,#donbass
[2] #donbass,detained
[2] detained,#ukraine
[2] #ukraine,report
[2] report,prepared
[2] prepared,presented

Top Word Pairs in Tweet in G8:
[2] 28,voter
[2] voter,fraud
[2] fraud,brennan
[2] brennan,center
[2] center,hacks
[2] hacks,claim
[2] claim,prosecutors
[2] prosecutors,invited
[2] invited,party

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@jacksontrenton3
@gronke
@electionsvoting
@reed_college_
@michelleshafer
@umatillacounty
@gcirtweets
@rise2getherfund
@carterlnp

Top Mentioned in G1:
@jacksontrenton3

Top Mentioned in G2:
@democracyfund
@carterlnp
@emmathsn
@aztammyp
@michelleshafer
@gronke
@electionsvoting
@reed_college_
@ncslorg
@jessicabharris

Top Mentioned in G3:
@gcirtweets
@rise2getherfund
@norcalgrant
@myforefront
@philanthropy_ma
@cnjg
@eofnetwork
@funders_network
@democracyfund
@philanthropyphl

Top Mentioned in G4:
@gronke
@electionsvoting
@democracyfund
@reed_college_
@michelleshafer
@umatillacounty
@amandawaldroupe

Top Mentioned in G5:
@safiyanoble
@rashadrobinson
@colorofchange
@macfound
@fordfoundation
@democracyfund

Top Mentioned in G6:
@selianski
@tvp_info

Top Mentioned in G7:
@agecase

Top Mentioned in G8:
@kmemjb
@demo
@democracyfund

Top Tweeters
Top Tweeters in Entire Graph:
@francvs
@sandrahelena39
@tvp_info
@shijesings
@vviewssonicmair
@condemnnazism
@ouraniaseven
@chrisottolnp
@pashekonh
@jmhaigh

Top Tweeters in G1:
@sandrahelena39
@vviewssonicmair
@condemnnazism
@pashekonh
@resistnazism
@abeloliveirac
@zapradon
@franciscusscho3
@rj_macnaughton
@eclairelutin

Top Tweeters in G2:
@shijesings
@ouraniaseven
@chrisottolnp
@jmhaigh
@aztammyp
@ncslorg
@caringfornature
@shawnpbreen
@jessicabharris
@aspillane

Top Tweeters in G3:
@myforefront
@norcalgrant
@funderstogether
@philanthropyphl
@funders_network
@philanthropyny
@m
@stewartrebeccal
@gcirtweets
@philanthropy_ma

Top Tweeters in G4:
@paulonabike
@gronke
@michelleshafer
@universalruth
@reed_college_
@mara_suttmann
@amandawaldroupe
@electionsvoting
@umatillacounty

Top Tweeters in G5:
@colorofchange
@macfound
@fordfoundation
@rashadrobinson
@safiyanoble
@dawnnwalker
@dairinstitute

Top Tweeters in G6:
@tvp_info
@selianski
@pipilota12
@olga818573951
@zelenskyyua

Top Tweeters in G7:
@ringo_osu
@ea_dot_news
@obviousfsbagent
@agecase

Top Tweeters in G8:
@francvs
@kmemjb
@demo

Top Tweeters in G9:
@bobafeldman1
@timothywschwab


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