aspen institute, Twitter, 9/16/2021 3:39:06 PM, 262200


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aspen institute_2021-09-16_08-34-01.xlsx
aspen institute_2021-09-16_08-34-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
aspen institute via NodeXL https://bit.ly/39cTJLC
@saracomemesara
@diimmobiliare
@giorgiameloni
@jobwithinternet
@mrwindofchange2
@z3r0rules
@aspeninstitute
@laperlaneranera
@silvius37017744
@el_chicharrero

Top hashtags:
#meloni
#inclusiveamericaproject
#aspen

Description:
Description
The graph represents a network of 677 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 15:35 UTC.

The requested start date was Thursday, 16 September 2021 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, 20-hour, 30-minute period from Thursday, 02 September 2021 at 01:44 UTC to Wednesday, 15 September 2021 at 22:15 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 : 677
Unique Edges : 397
Edges With Duplicates : 749
Total Edges : 1146
Number of Edge Types : 5
Tweet : 111
Retweet : 340
MentionsInRetweet : 429
Mentions : 168
Replies to : 98
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0323076923076923
Reciprocated Edge Ratio : 0.0625931445603577
Connected Components : 124
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 183
Maximum Edges in a Connected Component : 369
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.931356
Graph Density : 0.0014661795425345
Modularity : 0.57558
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 677 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 15:35 UTC.

The requested start date was Thursday, 16 September 2021 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, 20-hour, 30-minute period from Thursday, 02 September 2021 at 01:44 UTC to Wednesday, 15 September 2021 at 22:15 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 : aspen institute
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:
[12] https://www.parlamentnilisty.cz/arena/monitor/Aspen-Institute-Dekonspirace-671243
[5] https://www.aspeninstitute.org/ideas/2021/09/13/
[5] https://www.aspeninstitute.org/blog-posts/worker-voice-is-the-asset-companies-need/
[5] https://clarity-project.info/edr/39669055
[5] https://drive.google.com/file/d/1H_lZW1Dw3houqzVwLFTXFZPAHWniwxTX/view
[3] https://nationalnonprofits.org/nonprofit-jobs/job/washington-dc-usa/programs-and-communications-associate/aspen-institute
[3] https://www.aspeninstitute.org/publications/dei-in-cybersecurity/
[3] https://www.aspeninstitute.org/events/author-talk-with-writer-in-residence-marie-myung-ok-lee-3/
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/aspen-eyes-serum-institute-model-it-seeks-licence-make-jj-vaccine-2021-09-02/
[2] https://www.byoblu.com/2021/02/05/giorgia-meloni-entra-nellaspen-institute-e-lei-il-nome-su-cui-puntano-i-poteri-forti-nel-futuro/

Top URLs in Tweet in G1:
[1] https://www.byoblu.com/2021/02/05/giorgia-meloni-entra-nellaspen-institute-e-lei-il-nome-su-cui-puntano-i-poteri-forti-nel-futuro/

Top URLs in Tweet in G2:
[2] https://www.luxuo.com/the-lux-list/super-rich/if-wealth-reduces-empathy-how-can-we-expect-the-aspen-institute-to-train-liberal-elites-who-will-care.html
[2] https://heard.zone/2021/03/24/prince-harry-becomes-a-commissioner-of-the-aspen-institute/?feed_id=30571&_unique_id=6137e74b78c8f&utm_source=Twitter&utm_medium=chiefeditor&utm_campaign=FS%20Poster
[2] https://ambcrypto.com/why-sticking-it-to-coinbase-ripple-isnt-the-best-move-from-the-sec/
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/aspen-eyes-serum-institute-model-it-seeks-licence-make-jj-vaccine-2021-09-02/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.cfbham.org/news/employment-opportunity-aspen-institute-inclusive-america-project-fellowship/
[1] https://www.deccanherald.com/international/aspen-eyes-serum-institute-model-as-it-seeks-licence-to-make-jj-vaccine-1026228.html
[1] https://twitter.com/ABC/status/1433410378025799686
[1] https://twitter.com/GiorgiaMeloni/status/1433498841219801091
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/aspen-eyes-serum-institute-model-it-seeks-licence-make-jj-vaccine-2021-09-02/
[1] https://newsfilter.io/articles/aspen-eyes-serum-institute-model-as-it-seeks-licence-to-make-jj-vaccine-6c9fcedb7ff120c741d50a0f34244821

Top URLs in Tweet in G3:
[5] https://www.aspeninstitute.org/ideas/2021/09/13/
[5] https://www.aspeninstitute.org/blog-posts/worker-voice-is-the-asset-companies-need/
[3] https://nationalnonprofits.org/nonprofit-jobs/job/washington-dc-usa/programs-and-communications-associate/aspen-institute
[3] https://www.aspeninstitute.org/events/author-talk-with-writer-in-residence-marie-myung-ok-lee-3/
[2] https://www.aspeninstitute.org/careers/career-opportunities/
[2] https://globeopportunities.com/2021/09/09/aspen-institute-new-voices-fellowship-2022-for-development-experts-2/
[1] https://globalinclusivegrowthsummit.com/
[1] https://www.aspeninstitute.org/wp-content/uploads/2021/04/PSI_990-Brochure_040721.pdf
[1] https://www.stevensinitiative.org/event/stevens-initiative-info-session-4/
[1] https://www.aspeninstitute.org/publications/but-what-if-they-preach-a-guide-for-funding-faith-inspired-grantees-with-boundaries-and-integrity/

Top URLs in Tweet in G5:
[1] https://www.byoblu.com/2021/02/05/giorgia-meloni-entra-nellaspen-institute-e-lei-il-nome-su-cui-puntano-i-poteri-forti-nel-futuro/

Top URLs in Tweet in G7:
[1] https://pilota-schstudio.netsons.org/2021/02/04/giorgia-meloni-entra-a-far-parte-dellaspen-institute/

Top URLs in Tweet in G8:
[12] https://www.parlamentnilisty.cz/arena/monitor/Aspen-Institute-Dekonspirace-671243
[2] https://id-economia.cz/?redirecturl=https%3a%2f%2fzpravy.aktualne.cz%2fdomaci%2fmiliardar-bakala-veze-think-tank-z-usa-aspen-institute%2fr~i%3aarticle%3a693745%2f%3fredirected%3d1523136874
[1] https://twitter.com/aspeninstce/status/1435205141767073792
[1] https://www.aspeninstitutece.org/people/
[1] https://www.linkedin.com/posts/aspen-institute-germany_on-september-8-2021-the-aspen-institute-activity-6843156795704295424-pRaD
[1] https://www.linkedin.com/posts/aspen-institute-germany_september26-roadtothebundestag-btw21-activity-6839153962235568128-B-eB
[1] https://www.linkedin.com/posts/aspen-institute-germany_digitalradar-ai-biases-activity-6841757004751548416-skOZ
[1] https://www.linkedin.com/posts/aspen-institute-germany_aylp21-identity-ideals-activity-6842087446897938432-MwWm
[1] https://www.aspeninstitute.de/events/workshop-transatlantic-young-political-leaders-dialogue/

Top URLs in Tweet in G9:
[1] https://www.aspeninstitute.org/wp-content/uploads/files/content/docs/pubs/ThrivingOutcomesBasedMkt.pdf

Top URLs in Tweet in G10:
[1] https://www.aspeninstitute.org/news/press-release/aspen-institute-homeland-security-group-announces-its-launch/
[1] https://www.sourcewatch.org/index.php/Richard_Burt
[1] https://twitter.com/Tentoads4truth/status/1375064596294160384
[1] https://www.sourcewatch.org/index.php/Aspen_Institute_/_Aspen_Strategy_Group
[1] https://www.securityinfowatch.com/cybersecurity/press-release/21112472/the-aspen-institute-15-major-us-companies-partner-with-the-aspen-cybersecurity-group-to-help-close-skills-gap

Top Domains
Top Domains in Tweet in Entire Graph:
[35] aspeninstitute.org
[17] twitter.com
[12] parlamentnilisty.cz
[8] linkedin.com
[7] reuters.com
[5] clarity-project.info
[5] google.com
[5] dy.si
[3] nationalnonprofits.org
[3] opportunitydesk.org

Top Domains in Tweet in G1:
[1] byoblu.com

Top Domains in Tweet in G2:
[9] twitter.com
[5] dy.si
[3] aspeninstitute.org
[2] reuters.com
[2] luxuo.com
[2] heard.zone
[2] ambcrypto.com
[2] linkedin.com
[1] cfbham.org
[1] deccanherald.com

Top Domains in Tweet in G3:
[24] aspeninstitute.org
[3] nationalnonprofits.org
[2] globeopportunities.com
[1] globalinclusivegrowthsummit.com
[1] stevensinitiative.org
[1] opportunitydesk.org
[1] prosperausa.org
[1] nature.org

Top Domains in Tweet in G5:
[1] byoblu.com

Top Domains in Tweet in G7:
[1] netsons.org

Top Domains in Tweet in G8:
[12] parlamentnilisty.cz
[4] linkedin.com
[2] id-economia.cz
[1] twitter.com
[1] aspeninstitutece.org
[1] aspeninstitute.de

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

Top Domains in Tweet in G10:
[2] sourcewatch.org
[1] aspeninstitute.org
[1] twitter.com
[1] securityinfowatch.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[118] meloni
[7] inclusiveamericaproject
[6] aspen
[5] 5bestideas
[4] dcjobs
[4] nonprofitjobs
[4] kochnetwork
[4] infosecurity
[4] 44450
[4] mastercardemployee



Top Hashtags in Tweet in G1:
[111] meloni
[3] staytuned

Top Hashtags in Tweet in G2:
[4] mastercardemployee
[2] digital
[1] covid19vaccine
[1] thebiglie
[1] vocalinkemployee
[1] celebrity
[1] celebritygossip
[1] latinos
[1] sovereignty
[1] justice

Top Hashtags in Tweet in G3:
[5] 5bestideas
[4] dcjobs
[4] nonprofitjobs
[4] infosecurity
[3] communications
[3] opportunityalert
[2] globaligs
[2] siaworks
[2] aspen
[2] fellowship

Top Hashtags in Tweet in G4:
[1] harryandmeghan
[1] archewellfoundation
[1] kochbrothers

Top Hashtags in Tweet in G5:
[4] meloni

Top Hashtags in Tweet in G7:
[1] meloni

Top Hashtags in Tweet in G8:
[3] stopaspen
[2] gaunerbakala
[1] soros
[1] roadtothebundestag
[1] digitalradar

Top Hashtags in Tweet in G10:
[4] kochnetwork

Top Words
Top Words in Tweet in Entire Graph:
[473] institute
[360] aspen
[152] non
[135] giorgia
[131] fa
[131] dell'aspen
[131] ho
[121] ricordo
[120] altro
[119] dico

Top Words in Tweet in G1:
[118] institute
[114] giorgia
[112] fa
[112] dell'aspen
[112] non
[111] ricordo
[111] sommessamente
[111] #meloni
[111] dico
[111] altro

Top Words in Tweet in G2:
[60] aspen
[56] institute
[15] inclusive
[12] fellowship
[11] experts
[10] growth
[10] voices
[9] 2022
[8] summit
[7] 2021

Top Words in Tweet in G3:
[33] aspeninstitute
[33] aspen
[28] institute
[9] worker
[8] more
[7] learn
[6] today
[6] program
[6] voice
[6] asset

Top Words in Tweet in G4:
[82] archewell
[44] institute
[43] aspen
[42] foundation
[41] update
[41] 2021
[41] duke
[41] sussex
[41] work
[40] archlilihazmeg

Top Words in Tweet in G5:
[29] institute
[16] giorgia
[13] meloni
[12] nell'aspen
[10] non
[10] entra
[10] famoso
[10] centro
[10] studi
[10] internazionale

Top Words in Tweet in G6:
[13] aspen
[13] institute
[12] wef
[4] benshapiro
[4] following
[4] orders
[4] bankers
[3] one
[3] very
[3] hidden

Top Words in Tweet in G7:
[16] institute
[9] diimmobiliare
[8] dall'interno
[8] c'è
[6] zombiebuster5
[6] legasalvini
[6] controlla
[6] fdi_parlamento
[6] oppone
[6] dall'aspen

Top Words in Tweet in G8:
[11] aspen
[10] aspeninstce
[6] seminar
[5] europe
[5] young
[4] aspen_romania
[4] support
[4] leaders
[3] #stopaspen
[3] institute

Top Words in Tweet in G9:
[17] prepped
[17] ready
[17] go
[17] lockdowns
[17] economic
[17] dispossession
[17] 4ir
[17] re
[17] skilling
[17] data

Top Words in Tweet in G10:
[19] aspen
[13] tentoads4truth
[12] group
[11] institute
[7] international
[6] cybersecurity
[6] commitments
[6] fifteen
[6] industry
[6] representatives

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[280] aspen,institute
[131] dell'aspen,institute
[120] fa,dell'aspen
[118] ricordo,sommessamente
[118] sommessamente,giorgia
[118] giorgia,#meloni
[118] #meloni,fa
[118] institute,non
[118] non,dico
[118] dico,altro

Top Word Pairs in Tweet in G1:
[112] dell'aspen,institute
[111] ricordo,sommessamente
[111] sommessamente,giorgia
[111] giorgia,#meloni
[111] #meloni,fa
[111] fa,dell'aspen
[111] institute,non
[111] non,dico
[111] dico,altro
[111] altro,perché

Top Word Pairs in Tweet in G2:
[45] aspen,institute
[10] inclusive,growth
[10] institute,voices
[10] voices,fellowship
[8] fellowship,2022
[5] mastercard,center
[5] center,inclusive
[5] growth,aspen
[5] purpose,driven
[5] driven,leaders

Top Word Pairs in Tweet in G3:
[26] aspen,institute
[16] institute,aspeninstitute
[7] learn,more
[6] worker,voice
[6] voice,asset
[5] today,#5bestideas
[5] #5bestideas,imani_barbarin
[5] imani_barbarin,refinery29
[5] refinery29,gabbybellot
[5] gabbybellot,guardian

Top Word Pairs in Tweet in G4:
[43] aspen,institute
[42] archewell,foundation
[41] foundation,update
[41] update,aspen
[41] institute,2021
[41] 2021,duke
[41] duke,sussex
[41] sussex,work
[41] work,archewell
[40] archlilihazmeg,archewell

Top Word Pairs in Tweet in G5:
[12] nell'aspen,institute
[10] giorgia,meloni
[10] meloni,entra
[10] entra,nell'aspen
[10] institute,famoso
[10] famoso,centro
[10] centro,studi
[10] studi,internazionale
[10] internazionale,sezione
[10] sezione,italiana

Top Word Pairs in Tweet in G6:
[13] aspen,institute
[9] wef,aspen
[4] benshapiro,following
[4] following,orders
[4] orders,wef
[4] institute,bankers
[3] timetowakeup62,benshapiro
[2] study,wef
[2] institute,nothing
[2] nothing,hidden

Top Word Pairs in Tweet in G7:
[6] zombiebuster5,c'è
[6] c'è,legasalvini
[6] legasalvini,controlla
[6] controlla,dall'interno
[6] dall'interno,fdi_parlamento
[6] fdi_parlamento,oppone
[6] oppone,dall'aspen
[6] dall'aspen,institute
[5] all'aspen,institute
[5] diimmobiliare,zombiebuster5

Top Word Pairs in Tweet in G8:
[4] aspen,seminar
[4] seminar,young
[3] aspen,institute
[3] weekend,aspeninstce
[3] aspeninstce,aspen_romania
[3] aspen_romania,aspen
[3] aspen,initiative
[3] initiative,europe
[3] europe,holding
[3] holding,aspen

Top Word Pairs in Tweet in G9:
[17] prepped,ready
[17] ready,go
[17] go,lockdowns
[17] lockdowns,economic
[17] economic,dispossession
[17] dispossession,4ir
[17] 4ir,re
[17] re,skilling
[17] skilling,data
[17] data,driven

Top Word Pairs in Tweet in G10:
[11] tentoads4truth,aspen
[11] aspen,institute
[6] aspen,cybersecurity
[6] cybersecurity,group
[6] group,commitments
[6] commitments,fifteen
[6] fifteen,industry
[6] industry,representatives
[6] representatives,including
[6] including,aig

Top Replied-To
Top Replied-To in Entire Graph:
@giorgiameloni
@fratelliditalia
@todorov_denis
@m_m_dlouhy
@jmalacova
@aspeninstce
@walterkraft6
@fmmosca
@murky__meg
@beatoangelico70

Top Replied-To in G1:
@signori_massimo

Top Replied-To in G5:
@giorgiameloni
@barbarab1974
@fratelliditalia
@lillo_letterio
@1solocapitan
@francescolollo1
@kasparovskarpov
@ferillo2
@_pistissophia
@a_meluzzi

Top Replied-To in G6:
@jasongriffith81
@benshapiro
@repmullin
@jasonintrator
@primrose1508
@worldofnc
@lisa86507719
@tibluvrx2
@bigchinaaudio
@beccajlower

Top Replied-To in G7:
@fmmosca
@fratelliditalia
@giorgiolaporta
@samarosa70
@ignazio_larussa
@marchepinna
@zombiebuster5
@gabrillasarti2
@mg58steelclass

Top Replied-To in G8:
@m_m_dlouhy
@aspeninstce
@walterkraft6
@jmalacova
@ludeknie
@strategickem

Top Replied-To in G10:
@violetaqsmith

Top Mentioned
Top Mentioned in Entire Graph:
@saracomemesara
@archlilihazmeg
@aspeninstitute
@philly852
@tentoads4truth
@grishasilence
@lntegritty
@reutersafrica
@laperlaneranera
@diimmobiliare

Top Mentioned in G1:
@saracomemesara
@prospettico1
@f_actio

Top Mentioned in G3:
@aspeninstitute
@imani_barbarin
@refinery29
@gabbybellot
@guardian
@stevensinit
@amanda_rogerson
@mariemyungoklee
@cntr4growth
@aspencsg

Top Mentioned in G4:
@archlilihazmeg
@exposingalec

Top Mentioned in G5:
@laperlaneranera
@giorgiameloni
@saracomemesara
@a_meluzzi
@laila17459378
@zona_bianca
@rete4
@quimediaset_it
@z3r0rules
@lillo_letterio

Top Mentioned in G6:
@timetowakeup62
@benshapiro
@suziqleathers
@kristinoem
@joebiden
@randpaul
@jettpack_20
@geraldhilter
@dhcccarpenter
@mjmahany

Top Mentioned in G7:
@diimmobiliare
@legasalvini
@fdi_parlamento
@zombiebuster5
@jobwithinternet
@roberto16111962
@alfiokrancic
@giorgiameloni
@samarosa70
@matteosalvinimi

Top Mentioned in G8:
@aspeninstce
@aspen_romania
@aspengermany
@cssd
@top09cz
@eppgroup
@robertplaga
@knihovnavh
@microsoftberlin
@brafdp

Top Mentioned in G9:
@philly852

Top Mentioned in G10:
@tentoads4truth
@davidmanonfire
@sdenyaredrain
@mikesallah7
@ydanasmithdutra
@violetaqsmith

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@prpnews
@cybersecurityn8
@newsfilterio
@business
@coronaupdatebot
@guardian
@jfsebastian146
@ydanasmithdutra
@mjohnso27

Top Tweeters in G1:
@il_brigante07
@etherea_etherea
@anto_galli4
@jpck72
@g_zerbato
@julesbeton
@generacomplotti
@corra_franco
@sakurauchi_hime
@sferriam

Top Tweeters in G2:
@prpnews
@newsfilterio
@webnowcompany
@deccanherald
@maelmale
@fousurlacolline
@lrobbteacher
@italiavola
@itzquauhtli
@acengagement

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@guardian
@fsonnenberg
@bunny5moon
@mariemyungoklee
@markccrowley
@refinery29
@stevegutzler
@imani_barbarin

Top Tweeters in G4:
@mjohnso27
@kaygirl8lawana
@ebonystarr5
@tejida
@johnniemaebrown
@parker1erin
@sannetje_26
@exposingalec
@abgweth
@soletiole2912

Top Tweeters in G5:
@a_meluzzi
@fratelliditalia
@z3r0rules
@ruisseau
@laperlaneranera
@ferillo2
@lorenzhaus
@incorreggibile
@evdemat
@loredanataberl1

Top Tweeters in G6:
@benshapiro
@beccajlower
@jasonintrator
@suziqleathers
@kylenabecker
@dhcccarpenter
@cedceballos
@primrose1508
@ianmsc
@gopleader

Top Tweeters in G7:
@vaniacavi
@gabrillasarti2
@jobwithinternet
@fmmosca
@legasalvini
@barbararaval
@radiosavana
@alexgiudetti
@samarosa70
@matteosalvinimi

Top Tweeters in G8:
@eppgroup
@emanmastikulka
@walterkraft6
@top09cz
@cssd
@strategickem
@microsoftberlin
@acg_usa
@knihovnavh
@aspeninstce

Top Tweeters in G9:
@pambeertom
@celticnotorious
@gregmendozave
@bmetz_111
@julietparrish15
@karinara1776
@2lindamaria
@philly852
@beverleyhardma5
@ipgmsc

Top Tweeters in G10:
@ydanasmithdutra
@masky_jay_hoody
@caz5697
@tentoads4truth
@cc30622
@anitapeck11
@denawells15
@davidmanonfire
@violetaqsmith
@silbranco1953