aspen institute, Twitter, 1/6/2022 8:05:46 PM, 269585


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aspen institute_2022-01-06_08-34-01.xlsx
aspen institute_2022-01-06_08-34-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 06, 2022
Short Description:
aspen institute via NodeXL https://bit.ly/3n14Fmw
@rothbard1776
@giorgiameloni
@giuslit
@danodan39192364
@federicodezzani
@davidmorello9
@diimmobiliare
@aspeninstitute
@marcoan64248061
@barbarab1974

Top hashtags:
#alessandrofugnoli
#bbc
#meloni
#draghi
#technology

Description:
Description
The graph represents a network of 420 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, 06 January 2022 at 16:34 UTC.

The requested start date was Thursday, 06 January 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, 19-hour, 42-minute period from Thursday, 23 December 2021 at 02:52 UTC to Wednesday, 05 January 2022 at 22:34 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 : 420
Unique Edges : 230
Edges With Duplicates : 425
Total Edges : 655
Number of Edge Types : 5
Retweet : 202
MentionsInRetweet : 232
Replies to : 69
Tweet : 58
Mentions : 94
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0078125
Reciprocated Edge Ratio : 0.0155038759689922
Connected Components : 79
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 128
Maximum Edges in a Connected Component : 257
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.517002
Graph Density : 0.00219911353562905
Modularity : 0.562062
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 420 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, 06 January 2022 at 16:34 UTC.

The requested start date was Thursday, 06 January 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, 19-hour, 42-minute period from Thursday, 23 December 2021 at 02:52 UTC to Wednesday, 05 January 2022 at 22:34 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:
[5] https://www.aspeninstitute.org/impact-report/impactreport2021/
[4] https://www.cnbc.com/select/what-assets-are-important-building-wealth/
[3] https://www.cnbc.com/select/what-assets-are-important-building-wealth/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.niemanlab.org/2021/11/how-to-you-fix-an-information-disorder-the-aspen-institute-has-some-ideas/
[3] https://aspeninstituteengage.force.com/s/AspenInstitute2
[2] https://www.aspeninstitute.org/blog-posts/predictions-for-business-society-in-2022/
[2] https://www.youtube.com/watch?v=D5JzaFV6zkA&feature=youtu.be

[2] https://www.aspeninstitute.org/blog-posts/building-trust-is-the-only-way-out-of-the-pandemic/
[2] https://twitter.com/GiorgiaMeloni/status/1476509171830960129
[2] https://www.aspeninstitute.org/blog-posts/renee-fleming-on-the-mind-body-connection-to-the-arts/?utm_source=iContact&utm_medium=email&utm_campaign=communications-department&utm_content=How+to+Build+Trust+During+the+Next+Wave

Top URLs in Tweet in G1:
[1] https://twitter.com/mzhemingway/status/1478144311011299328

Top URLs in Tweet in G2:
[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/?fbclid=IwAR0LpaOsSdXcwGl5C32xunbLajpaPRQFCn0x1Hb57mDqvuoqBivS8Fz8kMA
[1] https://twitter.com/GiorgiaMeloni/status/1476509171830960129
[1] https://twitter.com/barbarab1974/status/1476661739865399298
[1] https://it.sputniknews.com/20190118/George-Soros-Ivo-Caizzi-Luciano-Fontana-Federico-Fubini-Open-Society-ONG-Aspen-Institute-Bilderberg-Atlantic-Council-CIA-Mossad-gatekeeper-troika-Frans-Timmermans-Juncker-complotto-Italia-7120392.html

Top URLs in Tweet in G3:
[5] https://www.aspeninstitute.org/impact-report/impactreport2021/
[3] https://aspeninstituteengage.force.com/s/AspenInstitute2
[2] https://www.aspeninstitute.org/blog-posts/predictions-for-business-society-in-2022/
[2] https://www.aspeninstitute.org/blog-posts/building-trust-is-the-only-way-out-of-the-pandemic/
[2] https://www.aspeninstitute.org/blog-posts/renee-fleming-on-the-mind-body-connection-to-the-arts/?utm_source=iContact&utm_medium=email&utm_campaign=communications-department&utm_content=How+to+Build+Trust+During+the+Next+Wave
[1] https://community.acue.org/blog/acue-partners-community-college-excellence-aspen-institute/
[1] https://www.aspeninstitute.org/blog-posts/companies-aim-to-use-only-zero-carbon-ocean-shipping-by-2040/
[1] https://www.remiamibeach.com/citywide/miami-beach-and-aspen-institute-announce-global-climate-event/
[1] https://www.aspeninstitute.org/blog-posts/marin-alsop-believes-art-is-for-everyone/
[1] https://www.aspeninstitute.org/careers/career-opportunities/

Top URLs in Tweet in G4:
[3] https://www.cnbc.com/select/what-assets-are-important-building-wealth/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.youtube.com/watch?v=D5JzaFV6zkA&feature=youtu.be

[1] https://dy.si/ozuzk
[1] https://www.aspeninstitute.org/news/press-release/nicholas-burns-anja-manuel-aspen-strategy-group/
[1] https://www.sprivail.org/publications/institute-news/dr-dustin-anderson-reflects-on-his-first-year-at-the-steadman-clinics-newest-office-in-aspen
[1] https://twitter.com/BeschlossDC/status/1474362514720931840
[1] https://yellowhammernews.com/leader-of-womens-foundation-of-alabama-chosen-for-prestigious-aspen-institute-fellowship/
[1] https://www.linkedin.com/slink?code=gVMCXwHg
[1] https://www.aspeninstitute.org/blog-posts/tahmima-anam-asks-if-technology-can-disrupt-love/
[1] https://themummichogblog.com/these-are-the-financial-assets-that-are-essential/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G5:
[1] https://presidenza.governo.it/AmministrazioneTrasparente/ConsulentiCollaboratori/allegati_2020/Carnevale_Maffe_CV.pdf

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?app=desktop&v=6Ncs9hYOrLg&feature=youtu.be

Top URLs in Tweet in G8:
[1] https://www.aspenideas.org/pages/about-the-aspen-ideas-festival

Top Domains
Top Domains in Tweet in Entire Graph:
[21] aspeninstitute.org
[9] cnbc.com
[7] twitter.com
[5] linkedin.com
[4] youtube.com
[3] niemanlab.org
[3] force.com
[2] dy.si
[2] nypost.com
[1] commentary.org

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

Top Domains in Tweet in G2:
[2] twitter.com
[1] byoblu.com
[1] sputniknews.com

Top Domains in Tweet in G3:
[17] aspeninstitute.org
[3] force.com
[2] linkedin.com
[1] acue.org
[1] remiamibeach.com
[1] mediabiasfactcheck.com
[1] dailycaller.com
[1] cnbc.com
[1] medium.com

Top Domains in Tweet in G4:
[5] cnbc.com
[3] aspeninstitute.org
[2] dy.si
[2] linkedin.com
[2] youtube.com
[1] sprivail.org
[1] twitter.com
[1] yellowhammernews.com
[1] themummichogblog.com
[1] xrea.com

Top Domains in Tweet in G5:
[1] governo.it

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G8:
[1] aspenideas.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] alessandrofugnoli
[2] bbc
[2] meloni
[2] draghi
[2] technology
[2] monti
[1] media
[1] misinformation
[1] tremonti
[1] siaworks



Top Hashtags in Tweet in G2:
[1] aspen
[1] vaccino
[1] nessunacorrelazione
[1] oppofinzione
[1] rockfeller
[1] buonanno2022

Top Hashtags in Tweet in G3:
[1] icymi
[1] climatechange
[1] siaworks
[1] blockchain
[1] digitaltransformation
[1] digital
[1] tech
[1] technology
[1] work
[1] trabajo

Top Hashtags in Tweet in G4:
[1] qotd
[1] draghi
[1] novax
[1] megagreenpass
[1] jobs
[1] communicationsjobs
[1] news
[1] topstories
[1] berkleybearnews
[1] themummichogblogdotcom

Top Hashtags in Tweet in G5:
[1] tremonti

Top Words
Top Words in Tweet in Entire Graph:
[258] covid
[258] trace
[191] institute
[165] aspen
[129] rush
[129] introduced
[129] 6666
[129] 19
[129] act
[129] track

Top Words in Tweet in G1:
[258] covid
[258] trace
[129] rush
[129] introduced
[129] 6666
[129] 19
[129] act
[129] track
[129] americans
[129] under

Top Words in Tweet in G2:
[26] institute
[24] giorgiameloni
[12] dell'aspen
[12] aspen
[9] rockefeller
[7] membro
[7] opposizione
[7] fratelliditalia
[6] dalla
[6] sei

Top Words in Tweet in G3:
[35] aspen
[33] institute
[25] aspeninstitute
[11] programs
[9] leaders
[9] future
[8] equipping
[8] next
[8] generation
[8] ensures

Top Words in Tweet in G4:
[37] aspen
[32] institute
[8] assets
[8] wealth
[7] financial
[7] essential
[7] building
[7] according
[3] year
[3] program

Top Words in Tweet in G5:
[22] institute
[20] aspen
[16] personaggio
[16] come
[16] tremonti
[16] dice
[16] draghi
[16] caos
[16] intende
[16] buon

Top Words in Tweet in G6:
[11] disinformation
[10] gave
[10] talk
[10] aspen
[10] institute
[10] mexico
[10] city
[10] lab's
[10] research
[10] investigating

Top Words in Tweet in G7:
[9] barbarab1974
[9] institute
[5] ma
[5] meloni
[5] già
[5] detto
[5] tante
[5] volte
[5] frequenta
[5] l'aspen

Top Words in Tweet in G9:
[3] aspen
[3] institute
[2] lipavský
[2] nebo
[2] jen
[2] vypláchnutým
[2] mozkem

Top Words in Tweet in G10:
[7] fu
[6] l'euro
[6] flagello
[6] compie
[6] 20
[6] anni
[6] cosa
[6] dice
[6] l'aspen
[6] institute

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[154] aspen,institute
[129] rush,introduced
[129] introduced,6666
[129] 6666,covid
[129] covid,19
[129] 19,trace
[129] trace,act
[129] act,track
[129] track,trace
[129] trace,americans

Top Word Pairs in Tweet in G1:
[129] rush,introduced
[129] introduced,6666
[129] 6666,covid
[129] covid,19
[129] 19,trace
[129] trace,act
[129] act,track
[129] track,trace
[129] trace,americans
[129] americans,under

Top Word Pairs in Tweet in G2:
[12] dell'aspen,institute
[12] aspen,institute
[6] institute,rockefeller
[5] membro,dell'aspen
[4] institute,finanziato
[4] finanziato,dalla
[4] dalla,fondazione
[4] fratelliditalia,giorgiameloni
[3] fondazione,rockefeller
[3] finta,opposizione

Top Word Pairs in Tweet in G3:
[33] aspen,institute
[11] institute,programs
[10] institute,aspeninstitute
[8] equipping,next
[8] next,generation
[8] leaders,ensures
[8] ensures,future
[8] future,aspen
[6] generation,diverse
[6] diverse,leaders

Top Word Pairs in Tweet in G4:
[32] aspen,institute
[7] financial,assets
[7] assets,essential
[7] essential,building
[7] building,wealth
[7] wealth,according
[7] according,aspen
[2] 2021,year
[2] year,review
[2] review,aspen

Top Word Pairs in Tweet in G5:
[20] aspen,institute
[16] personaggio,come
[16] come,tremonti
[16] tremonti,dice
[16] dice,draghi
[16] draghi,caos
[16] caos,intende
[16] intende,buon
[16] buon,viaggio
[16] viaggio,all'inferno

Top Word Pairs in Tweet in G6:
[10] gave,talk
[10] talk,aspen
[10] aspen,institute
[10] institute,mexico
[10] mexico,city
[10] city,lab's
[10] lab's,research
[10] research,investigating
[10] investigating,political
[10] political,disinformation

Top Word Pairs in Tweet in G7:
[5] barbarab1974,ma
[5] ma,meloni
[5] meloni,già
[5] già,detto
[5] detto,tante
[5] tante,volte
[5] volte,frequenta
[5] frequenta,l'aspen
[5] l'aspen,institute
[5] institute,messa

Top Word Pairs in Tweet in G9:
[3] aspen,institute
[2] vypláchnutým,mozkem

Top Word Pairs in Tweet in G10:
[6] l'euro,flagello
[6] flagello,compie
[6] compie,20
[6] 20,anni
[6] anni,cosa
[6] cosa,dice
[6] dice,l'aspen
[6] l'aspen,institute
[6] institute,tremonti
[6] tremonti,piace

Top Replied-To
Top Replied-To in Entire Graph:
@giorgiameloni
@barbarab1974
@giuslit
@brigantia__
@minutemanitaly
@fratelliditalia
@fabius10scudi
@metaanto
@klevis_gjoka
@freedoom191

Top Replied-To in G2:
@giorgiameloni
@minutemanitaly
@fratelliditalia
@metaanto
@freedoom191
@klevis_gjoka
@girolamonavarra
@kbbeyes
@doluccia16
@bellavitepaolo

Top Replied-To in G3:
@brigantia__
@aspeninstitute

Top Replied-To in G5:
@giuslit
@giorgiameloni
@fabius10scudi

Top Replied-To in G7:
@barbarab1974

Top Replied-To in G8:
@cqholt

Top Replied-To in G9:
@1vera234
@aktualnecz
@bozajoza

Top Mentioned
Top Mentioned in Entire Graph:
@rothbard1776
@aspeninstitute
@giorgiameloni
@federicodezzani
@saiphcita
@provenzaleg
@fratelliditalia
@barbarab1974
@salvatorescuto2
@betterup

Top Mentioned in G1:
@rothbard1776

Top Mentioned in G2:
@giorgiameloni
@fratelliditalia
@matteosalvinimi
@legasalvini
@at_arnould
@m5s_camera
@m5s_senato
@m5s_europa
@azangrillo
@fdi_parlamento

Top Mentioned in G3:
@aspeninstitute
@betterup
@stevensinit
@center4native
@sac_pr
@browardcollege
@bmcc_cuny
@gototcc
@pennstatesia
@chamaerion

Top Mentioned in G4:
@steadmanclinic
@janetwe74616697

Top Mentioned in G5:
@federicodezzani

Top Mentioned in G6:
@saiphcita

Top Mentioned in G7:
@barbarab1974
@salvatorescuto2
@marcoan64248061
@giorgiameloni

Top Mentioned in G8:
@kimberlyncarter
@thatseankeenan
@ossoff
@kasimreed
@aspenideas

Top Mentioned in G9:
@posledniskaut
@ondras_cerny
@bplzensky

Top Mentioned in G10:
@provenzaleg

Top Tweeters
Top Tweeters in Entire Graph:
@berkleybearnews
@eraser
@dileguossi
@terpsichore_los
@deiana_luca9
@iutruthtellers
@bigplaincircle
@trackntracer
@rlfarrow777
@govols37872

Top Tweeters in G1:
@bigplaincircle
@trackntracer
@rlfarrow777
@1artniece2
@dgatlim
@arbara0728b
@reeltexas
@cielnow
@naenae61_grp
@kimbo1118

Top Tweeters in G2:
@metaanto
@marialu91149151
@legasalvini
@zampaglion
@fratelliditalia
@ierogamos
@doluccia16
@minutemanitaly
@ninaricci_us
@gperenne

Top Tweeters in G3:
@eraser
@terpsichore_los
@daroldcuba
@mojidaniels
@jayne13
@bloumatrix
@fundaciontef
@bcsrdak
@aspeninstitute
@carlosfcamargo1

Top Tweeters in G4:
@berkleybearnews
@iutruthtellers
@nahidalaei
@approvedamerica
@tommanatosjobs
@skydog811
@journeytrade
@janetwe74616697
@corectnews
@yhn

Top Tweeters in G5:
@deiana_luca9
@luigif97101292
@rosaroccaforte
@fabius10scudi
@antigonecris
@giuslit
@plwilds
@francescamir48
@n_nad1a
@magnanibruna

Top Tweeters in G6:
@rik76
@saiphcita
@castillodelerin
@mclemcrew2_0
@pintomar43
@osornomarcela
@evanavarrolopez
@pacoxflores
@pitpolicy
@bunsenfeng

Top Tweeters in G7:
@mauriziofuochi
@lucaarggh
@eleesse77
@barbarab1974
@slimnessseeker
@the_bud_ita
@silviatromby
@salvatorescuto2
@ottomorselli
@veritasvper

Top Tweeters in G8:
@cqholt
@kimberlyncarter
@triciaharris
@thatseankeenan
@kasimreed
@aspenideas
@ossoff

Top Tweeters in G9:
@posledniskaut
@aktualnecz
@bplzensky
@ondras_cerny
@bozajoza
@certikberti
@1vera234

Top Tweeters in G10:
@gbonconti
@fncatania
@antoniodesiena1
@fnuovasicilia
@gianni11019476
@provenzaleg


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