democracyfund , Twitter, 12/15/2022 7:09:36 PM, 286363


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democracyfund _2022-12-15_09-09-05.xlsx
democracyfund _2022-12-15_09-09-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2022
Short Description:
democracyfund via NodeXL https://bit.ly/3iVoz3d
@democracyfund
@newdealleaders
@berkeleyside
@karanjamuraya1
@fordfoundation
@suzettemasters
@kimtabari
@gronke
@africansus
@adamambrogi

Top hashtags:
#democracyfund
#electionssummit22
#usa
#colorrevolution
#newdealers

Description:
Description
The graph represents a network of 313 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, 15 December 2022 at 17:09 UTC.

The requested start date was Thursday, 15 December 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 12-day, 19-hour, 51-minute period from Thursday, 01 December 2022 at 04:30 UTC to Wednesday, 14 December 2022 at 00:21 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 : 313
Unique Edges : 620
Edges With Duplicates : 669
Total Edges : 1289
Number of Edge Types : 5
Retweet : 186
MentionsInRetweet : 645
Mentions : 407
Tweet : 13
Replies to : 38
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0244470314318976
Reciprocated Edge Ratio : 0.0477272727272727
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 277
Maximum Edges in a Connected Component : 1231
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.811405
Graph Density : 0.00901122306873106
Modularity : 0.44972
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 313 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, 15 December 2022 at 17:09 UTC.

The requested start date was Thursday, 15 December 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 12-day, 19-hour, 51-minute period from Thursday, 01 December 2022 at 04:30 UTC to Wednesday, 14 December 2022 at 00:21 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.org/idea/investing-in-a-healthier-digital-media-ecosystem/
[3] https://www.cisecurity.org/
[2] https://twitter.com/DemocracyFund/status/1602316022563971076
[2] https://democracyfund.org/
[2] https://democracyfund.org/idea/investing-in-our-vision-of-an-inclusive-multi-racial-democracy/
[2] https://democracyfund.org/idea/democracy-funds-new-equitable-journalism-strategy/
[1] https://twitter.com/jacobdellis/status/1602339781576478721
[1] https://demoshelsinki.fi/julkaisut/4-scenarios-democracy-welfare-europe/
[1] https://dgap.org/en/research/programs/impact-innovation-lab/think-tank-lab
[1] https://democracyfund.org/idea/six-models-for-understanding-impact/

Top URLs in Tweet in G1:
[1] https://www.ssrc.org/programs/just-tech/just-tech-fellowship/
[1] https://www.ssrc.org/just-tech

Top URLs in Tweet in G2:
[3] https://democracyfund.org/idea/investing-in-a-healthier-digital-media-ecosystem/
[1] https://dgap.org/en/research/programs/impact-innovation-lab/think-tank-lab
[1] https://democracyfund.org/idea/six-models-for-understanding-impact/
[1] https://twitter.com/joegoldman/status/1602345507187314688
[1] https://twitter.com/DemocracyFund/status/1602316022563971076
[1] https://democracyfund.org/idea/investing-in-our-vision-of-an-inclusive-multi-racial-democracy/
[1] https://democracyfund.org/idea/democracy-funds-new-equitable-journalism-strategy/
[1] https://democracyfund.org/idea/introducing-our-new-elections-voting-strategy/
[1] https://newdealleaders.org/sign-up/
[1] https://www.youtube.com/watch?v=_zEyKgw0oCM&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://democracyfund.org/idea/the-state-of-election-administration-in-2022/
[1] https://www.bpcelectionssummit.com/posters

Top URLs in Tweet in G4:
[1] https://democracyfund.org/idea/investing-in-our-vision-of-an-inclusive-multi-racial-democracy/
[1] https://democracyfund.org/idea/investing-in-a-healthier-digital-media-ecosystem/
[1] https://democracyfund.org/idea/democracy-funds-new-equitable-journalism-strategy/
[1] https://srccon.org/srccon-care-2022/
[1] https://twitter.com/INN/status/1597620298450632704
[1] http://linkedin.com/in/christinagshih

Top URLs in Tweet in G7:
[1] https://niic.org/

Top URLs in Tweet in G10:
[1] https://twitter.com/jacobdellis/status/1602339781576478721
[1] https://demoshelsinki.fi/julkaisut/4-scenarios-democracy-welfare-europe/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] democracyfund
[14] electionssummit22
[12] usa
[12] colorrevolution
[10] newdealers
[3] newdealer
[2] jordanpeterson
[2] betterfuturesproject
[2] betterfutures
[2] democracy



Top Hashtags in Tweet in G1:
[2] justtech

Top Hashtags in Tweet in G2:
[10] newdealers
[3] newdealer
[2] jordanpeterson
[1] anhonorableprofession

Top Hashtags in Tweet in G3:
[14] electionssummit22
[2] electionofficial

Top Hashtags in Tweet in G4:
[1] srcconcare

Top Hashtags in Tweet in G5:
[1] journalismjobs
[1] journojobs

Top Hashtags in Tweet in G7:
[1] niic2022
[1] midtermelections2022

Top Hashtags in Tweet in G8:
[11] democracyfund
[11] usa
[11] colorrevolution

Top Hashtags in Tweet in G9:
[10] democracyfund
[1] usa
[1] colorrevolution

Top Hashtags in Tweet in G10:
[2] betterfuturesproject
[2] betterfutures
[2] democracy
[1] futures

Top Words
Top Words in Tweet in Entire Graph:
[153] democracyfund
[95] support
[94] announce
[94] fordfoundation
[92] surdna_fndn
[92] second
[92] thrilled
[92] macfound
[70] ssrc_just_tech
[68] calâ

Top Words in Tweet in G1:
[93] support
[92] fordfoundation
[92] surdna_fndn
[92] macfound
[92] democracyfund
[91] thrilled
[91] announce
[91] second
[70] ssrc_just_tech
[68] calâ

Top Words in Tweet in G2:
[54] secretary
[43] jocelynbenson
[43] state
[35] newdealleaders
[35] joegoldman
[30] democracyfund
[29] az
[20] democracyfund's
[18] speaking
[18] happening

Top Words in Tweet in G3:
[22] electionsvoting
[18] bpc_bipartisan
[15] poster
[15] gronke
[14] #electionssummit22
[11] session
[11] survey
[10] reed_college_
[10] 2022
[9] participated

Top Words in Tweet in G4:
[10] democracy
[9] democracyfund
[9] digital
[8] newsmatch
[8] knightfdn
[7] inn
[7] jenniferpreston
[6] sisiwei
[6] pcheung630
[6] work

Top Words in Tweet in G5:
[3] spj_norcal
[2] ona
[2] spj_tweets
[2] sfstatejdept
[2] nahjbayarea
[2] babja1982
[2] jjobs_tweets
[2] democracyfund
[2] poynter
[2] writersofcolor

Top Words in Tweet in G6:
[9] election
[9] imlu_org
[8] rights
[8] 41
[8] counties
[8] 21
[8] 115
[8] violations
[8] violent
[8] serious

Top Words in Tweet in G7:
[8] restoring
[8] democracy
[8] lessons
[8] hope
[7] discussion
[7] excellent
[7] panel
[7] wonderful
[7] reflect
[7] 2020

Top Words in Tweet in G8:
[44] æ
[22] ç
[22] åœ
[11] ˆæ
[11] 亚ç
[11] #democracyfund
[11] æƒ
[11] žå
[11] Ϗ
[11] µçœ

Top Words in Tweet in G9:
[10] countries
[10] aim
[10] #democracyfund
[10] democracy
[10] funds
[10] essentially
[10] many
[10] destabilize
[10] funding
[10] ngos

Top Words in Tweet in G10:
[2] berggrueninst
[2] #democracy
[2] exciting
[2] many
[2] wales
[2] abroad
[2] #betterfuturesproject
[2] governance
[2] oriented
[2] soifutures

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[92] surdna_fndn,democracyfund
[92] fordfoundation,macfound
[92] macfound,surdna_fndn
[91] support,fordfoundation
[91] democracyfund,thrilled
[91] thrilled,announce
[91] announce,second
[70] ssrc_just_tech,support
[68] second,calâ
[37] secretary,state

Top Word Pairs in Tweet in G1:
[92] macfound,surdna_fndn
[92] fordfoundation,macfound
[92] surdna_fndn,democracyfund
[91] thrilled,announce
[91] support,fordfoundation
[91] announce,second
[91] democracyfund,thrilled
[70] ssrc_just_tech,support
[68] second,calâ
[21] second,call

Top Word Pairs in Tweet in G2:
[37] secretary,state
[29] state,jocelynbenson
[27] az,secretary
[27] jocelynbenson,az
[20] democracyfund's,joegoldman
[18] speaking,secretary
[18] joegoldman,speaking
[18] happening,democracyfund's
[17] newdealleaders,happening
[12] democracyfund,joegoldman

Top Word Pairs in Tweet in G3:
[13] bpc_bipartisan,#electionssummit22
[11] poster,session
[9] 2022,survey
[9] legal,changes
[9] consult,elections
[9] making,legal
[9] leos,2022
[9] held,excellent
[9] state,legislatures
[9] today's,bpc_bipartisan

Top Word Pairs in Tweet in G4:
[7] knightfdn,democracyfund
[6] pcheung630,sisiwei
[6] democracyfund,miamifoundation
[6] newsmatch,inn
[6] inn,knightfdn
[6] miamifoundation,jenniferpreston
[5] public,square
[5] jenniferpreston,pcheung630
[5] digital,democracy
[4] square,excited

Top Word Pairs in Tweet in G5:
[2] sfstatejdept,ucbsoj
[2] spj_tweets,spj_norcal
[2] ona,lenfestinst
[2] cuny,spj_tweets
[2] spj_norcal,democracyfund
[2] maynardinst,columbiajourn
[2] lenfestinst,poynter
[2] democracyfund,nahjbayarea
[2] columbiajourn,ona
[2] babja1982,sfstatejdept

Top Word Pairs in Tweet in G6:
[8] human,rights
[8] imlu_org,documented
[8] counties,21
[8] election,imlu_org
[8] documented,115
[8] rights,violations
[8] 2022,election
[8] 41,counties
[8] 21,serious
[8] 115,violent

Top Word Pairs in Tweet in G7:
[8] restoring,hope
[8] democracy,lessons
[8] hope,democracy
[7] lessons,2020
[7] panel,reflect
[7] discussion,excellent
[7] excellent,panel
[7] 2020,wonderful
[7] wonderful,discussion
[6] kimtabari,restoring

Top Word Pairs in Tweet in G8:
[11] žè,æ
[11] ç,žå
[11] æ,#democracyfund
[11] æ,äº
[11] ˆæ,æ
[11] åœ,亚ç
[11] äº,æ
[11] çš,æš
[11] Ϗ,ϊ
[11] æ,çˆ

Top Word Pairs in Tweet in G9:
[10] essentially,aim
[10] ngos,democracy
[10] destabilize,countries
[10] funding,essentially
[10] funds,many
[10] democracy,funding
[10] aim,destabilize
[10] many,ngos
[10] countries,#democracyfund
[9] #democracyfund,#â

Top Word Pairs in Tweet in G10:
[2] innovations,abroad
[2] exciting,future
[2] many,exciting
[2] abroad,learn
[2] governance,innovations
[2] future,oriented
[2] oriented,governance
[2] learn,including
[2] including,wales

Top Replied-To
Top Replied-To in Entire Graph:
@newdealleaders
@democracyfund
@newsmatch
@debbiecoxbultan
@gronke
@jjobs_tweets
@electionsvoting
@christinagshih
@nickbordeleau
@ssrc_org

Top Replied-To in G1:
@ssrc_org

Top Replied-To in G2:
@newdealleaders
@democracyfund
@debbiecoxbultan
@earnestpatterns
@kenkolke

Top Replied-To in G3:
@gronke
@electionsvoting
@nickbordeleau

Top Replied-To in G4:
@newsmatch
@christinagshih

Top Replied-To in G5:
@jjobs_tweets

Top Replied-To in G6:
@karanjamuraya1

Top Mentioned
Top Mentioned in Entire Graph:
@democracyfund
@fordfoundation
@macfound
@surdna_fndn
@ssrc_just_tech
@jocelynbenson
@joegoldman
@newdealleaders
@ssrc_org
@bpc_bipartisan

Top Mentioned in G1:
@fordfoundation
@macfound
@surdna_fndn
@democracyfund
@ssrc_just_tech
@ssrc_org
@kingadamdrue

Top Mentioned in G2:
@democracyfund
@jocelynbenson
@joegoldman
@newdealleaders
@adrian_fontes
@adrian_f
@secretarypete
@simonwdc
@ndn_npi
@thirdwaytweet

Top Mentioned in G3:
@bpc_bipartisan
@electionsvoting
@gronke
@reed_college_
@paulonabike
@democracyfund
@michelleshafer
@mitelectionlab
@magentasagellc

Top Mentioned in G4:
@democracyfund
@knightfdn
@inn
@jenniferpreston
@jcstearns
@pcheung630
@sisiwei
@miamifoundation
@newsmatch
@civic__exchange

Top Mentioned in G5:
@babja1982
@sfstatejdept
@ucbsoj
@maynardinst
@columbiajourn
@ona
@lenfestinst
@poynter
@craignewmark
@cuny

Top Mentioned in G6:
@imlu_org
@karanjamuraya1
@reformsgroup
@tendasasa
@ncckkenya
@sdgactionhub_ke
@democracyfund
@democracynow
@hrw
@hrc

Top Mentioned in G7:
@kimtabari
@democracyfund
@unitehere
@niicimmigrant
@africansus
@ppact
@chirla
@ppfa
@apiavote
@ramonjuanvasque

Top Mentioned in G8:
@marinalucius1

Top Mentioned in G9:
@rachelmaggie16

Top Mentioned in G10:
@soifutures
@berggrueninst
@democracyfund
@suzettemasters
@newamerica
@cattullyfoh
@karthickr
@ariw
@demoshelsinki

Top Tweeters
Top Tweeters in Entire Graph:
@jjj5819
@alizardx
@abramson1234
@digyoursoul
@vickimo08056436
@islandlife2014
@dalocoengineer
@mjoehlerich
@cruellaisdevine
@catikins9

Top Tweeters in G1:
@alizardx
@djdig
@rebelliousmag
@tetisheri
@tiffani
@theoperaglass
@rebeccacokley
@rrichard09
@miriamkp
@tanyalokot

Top Tweeters in G2:
@abramson1234
@vickimo08056436
@islandlife2014
@dalocoengineer
@mjoehlerich
@catikins9
@mjtf47
@lidstonepeter
@slotsqueen31
@flakita_vc

Top Tweeters in G3:
@amybchan
@aztammyp
@bpc_bipartisan
@paulonabike
@stiricide
@gronke
@eacgov
@michelleshafer
@collierfernekes
@reed_college_

Top Tweeters in G4:
@digyoursoul
@cruellaisdevine
@jcstearns
@knightfdn
@ckrewson
@adamambrogi
@inn
@miamifoundation
@jenniferpreston
@wearehearken

Top Tweeters in G5:
@craignewmark
@berkeleyside
@poynter
@spj_tweets
@cuny
@ucbsoj
@ona
@columbiajourn
@jjobs_tweets
@writersofcolor

Top Tweeters in G6:
@martinmavenjina
@hrw
@democracynow
@marthakarua
@hrc
@mo05yu
@phanice07
@commspundit
@ncckkenya
@kiamapeter1

Top Tweeters in G7:
@karl1744
@unitehere
@ppact
@ppfa
@chirla
@apiavote
@africansus
@aichatheone1
@kimtabari
@niicimmigrant

Top Tweeters in G8:
@trustdon1
@kemo41140262
@kaboremomouni
@mostafa35420281
@iamedmoi
@nelsonsito0271
@b0wvnd3kwzpaiid
@muyisaeiras2
@zzeita1
@queenierafferty

Top Tweeters in G9:
@donia46986238
@ogalesco_franco
@zdrn5zmms5vjrdv
@kshkiru
@tinabuc50525390
@q9b1f7gclkbicmx
@tourkyoussef
@jannahany1
@sajidal38376046
@rachelmaggie16

Top Tweeters in G10:
@newamerica
@cattullyfoh
@berggrueninst
@ariw
@karthickr
@suzettemasters
@soifutures
@jacobdellis
@demoshelsinki


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