aspen institute, Twitter, 12/30/2021 9:23:14 PM, 269218


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aspen institute_2021-12-30_08-34-01.xlsx
aspen institute_2021-12-30_08-34-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2021
Short Description:
aspen institute via NodeXL https://bit.ly/32PhMQt
@einstein_evans
@baronessbruck
@aspeninstitute
@vanessa_ved
@aaasnurm
@aspencsg
@markhaggerty20
@giorgiameloni
@diimmobiliare
@nowtheendbegins

Top hashtags:
#harryandmeghan
#climatescience
#coloradoriver

Description:
Description
The graph represents a network of 518 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, 30 December 2021 at 16:34 UTC.

The requested start date was Thursday, 30 December 2021 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, 34-minute period from Thursday, 16 December 2021 at 01:01 UTC to Wednesday, 29 December 2021 at 20:35 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 : 518
Unique Edges : 290
Edges With Duplicates : 450
Total Edges : 740
Number of Edge Types : 5
Retweet : 207
MentionsInRetweet : 238
Tweet : 82
Replies to : 91
Mentions : 122
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.00694444444444444
Reciprocated Edge Ratio : 0.0137931034482759
Connected Components : 126
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 111
Maximum Edges in a Connected Component : 225
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.733319
Graph Density : 0.00162431013494843
Modularity : 0.603998
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 518 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, 30 December 2021 at 16:34 UTC.

The requested start date was Thursday, 30 December 2021 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, 34-minute period from Thursday, 16 December 2021 at 01:01 UTC to Wednesday, 29 December 2021 at 20:35 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:
[6] https://www.nowtheendbegins.com/ministry-of-truth-aspen-institute-commission-on-information-disorder-funded-by-george-soros-bill-gates-aims-to-control-all-media-orwell-1984/
[5] https://www.youtube.com/watch?v=cX1RQRqiMwU

[4] https://nypost.com/2021/12/14/hypocrisy-of-media-censors-claim-to-be-against-misinformation/
[3] 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://yellowhammernews.com/leader-of-womens-foundation-of-alabama-chosen-for-prestigious-aspen-institute-fellowship/
[3] 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
[3] https://www.aspeninstitute.org/podcasts/tomorrows-principal/
[3] https://aspeninstituteengage.force.com/s/AspenInstitute2

Top URLs in Tweet in G2:
[3] https://www.nowtheendbegins.com/ministry-of-truth-aspen-institute-commission-on-information-disorder-funded-by-george-soros-bill-gates-aims-to-control-all-media-orwell-1984/
[3] https://yellowhammernews.com/leader-of-womens-foundation-of-alabama-chosen-for-prestigious-aspen-institute-fellowship/
[3] https://www.cnbc.com/select/what-assets-are-important-building-wealth/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cnbc.com/select/what-assets-are-important-building-wealth/
[1] https://nypost.com/2021/12/14/hypocrisy-of-media-censors-claim-to-be-against-misinformation/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://rumble.com/vqu4iy-george-soros-elites-desperate-to-control-your-every-move-dump-millions-into.html
[1] https://bythebloodofthelamb.wordpress.com/2021/12/16/ministry-of-truth-the-aspen-institute-commission-on-information-disorder-funded-by-george-soros-and-bill-gates-aims-to-control-all-media-dialogue/
[1] https://twitter.com/PMO_W/status/1471555495395790855
[1] https://www.linkedin.com/slink?code=dVCVqn8q
[1] https://www.linkedin.com/slink?code=ehQUxJBA

Top URLs in Tweet in G3:
[3] https://aspeninstituteengage.force.com/s/AspenInstitute2
[3] 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
[3] https://www.aspeninstitute.org/podcasts/tomorrows-principal/
[2] https://www.aspeninstitute.org/impact-report/impactreport2021/
[2] https://www.aspeninstitute.org/blog-posts/what-were-reading-december-2021/
[1] https://www.aspeninstitute.org/videos/building-trust-during-scientific-uncertainty-how-do-we-better-respond-to-outbreaks/
[1] https://aspeninstitutestore.com/
[1] https://www.linkedin.com/slink?code=gShZNqxF
[1] https://www.linkedin.com/slink?code=gTqDGcSn
[1] https://www.cnbc.com/select/what-assets-are-important-building-wealth/?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G4:
[1] https://nypost.com/2021/12/14/hypocrisy-of-media-censors-claim-to-be-against-misinformation/

Top URLs in Tweet in G6:
[5] https://www.youtube.com/watch?v=cX1RQRqiMwU

[1] http://www.halonoviny.cz/articles/view/45793052

Top URLs in Tweet in G8:
[2] https://www.aspeninstitute.org/blog-posts/support-local-efforts-for-tornado-affected-communities-and-people/
[1] https://www.aspeninstitute.org/publications/principal-ideas/

Top URLs in Tweet in G9:
[1] https://www.agci.org/career-opportunities

Top URLs in Tweet in G10:
[1] https://aspeninstitute.es/en/redefining-engagement-with-china/
[1] https://us10.campaign-archive.com/?e=[UNIQID]&u=ce80db8756cde6b156fc25718&id=3363a02c43
[1] https://mailchi.mp/aspeninstitute.es/newsletter_diciembre_2021?e=9b204a0d90

Top Domains
Top Domains in Tweet in Entire Graph:
[27] aspeninstitute.org
[9] youtube.com
[8] cnbc.com
[8] linkedin.com
[7] nypost.com
[6] nowtheendbegins.com
[4] twitter.com
[3] niemanlab.org
[3] yellowhammernews.com
[3] nytimes.com

Top Domains in Tweet in G2:
[6] cnbc.com
[5] linkedin.com
[3] nowtheendbegins.com
[3] twitter.com
[3] aspeninstitute.org
[3] yellowhammernews.com
[1] nypost.com
[1] rumble.com
[1] wordpress.com
[1] aspencommunitysolutions.org

Top Domains in Tweet in G3:
[19] aspeninstitute.org
[3] force.com
[2] linkedin.com
[1] aspeninstitutestore.com
[1] cnbc.com
[1] medium.com
[1] alabamanewscenter.com
[1] upenn.edu

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

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

Top Domains in Tweet in G8:
[3] aspeninstitute.org

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

Top Domains in Tweet in G10:
[1] aspeninstitute.es
[1] campaign-archive.com
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] harryandmeghan
[10] climatescience
[10] coloradoriver
[3] climatechange
[3] ascendfellow
[2] monti
[2] aspen
[2] untitledletter
[2] global
[2] inclusion



Top Hashtags in Tweet in G1:
[75] harryandmeghan

Top Hashtags in Tweet in G2:
[1] oregon
[1] portlandoregon
[1] oregonbusiness
[1] portlandblack
[1] blackbusiness
[1] mehrbrutalewahrheit
[1] photography
[1] fallcolors
[1] aspen
[1] trees

Top Hashtags in Tweet in G3:
[3] ascendfellow
[1] covid
[1] blockchain
[1] digitaltransformation
[1] digital
[1] tech
[1] technology
[1] work
[1] trabajo
[1] society

Top Hashtags in Tweet in G4:
[2] harryandmeghan

Top Hashtags in Tweet in G8:
[2] triverural

Top Hashtags in Tweet in G9:
[10] climatescience
[10] coloradoriver
[1] hydrology
[1] climateadaptation
[1] agu2021
[1] agu21

Top Words
Top Words in Tweet in Entire Graph:
[298] institute
[289] aspen
[237] failed
[87] 2021
[81] see
[80] list
[79] event
[77] #harryandmeghan
[77] fails
[77] bench

Top Words in Tweet in G1:
[231] failed
[76] list
[75] #harryandmeghan
[75] fails
[75] 2021
[75] see
[75] bench
[75] ny
[75] trip
[75] veteran

Top Words in Tweet in G2:
[57] aspen
[51] institute
[10] wealth
[10] according
[8] information
[8] disorder
[8] gates
[8] building
[7] commission
[7] george

Top Words in Tweet in G3:
[34] aspen
[34] institute
[28] aspeninstitute
[6] programs
[6] young
[6] future
[6] wealth
[5] equity
[5] equipping
[5] next

Top Words in Tweet in G4:
[36] already
[36] aspen
[36] institute
[35] baronessbruck
[35] know
[35] lt
[35] commission
[35] example
[35] includes
[35] several

Top Words in Tweet in G5:
[19] institute
[13] giorgiameloni
[9] dell'aspen
[6] aspen
[6] fondazione
[5] meloni
[5] ma
[5] fratelliditalia
[5] finanziato
[5] dalla

Top Words in Tweet in G6:
[13] aspen
[13] institute
[7] jako
[6] duševní
[6] mozku
[5] už
[5] erasmu
[5] pro
[5] lipavský
[5] mrzáky

Top Words in Tweet in G7:
[11] personaggio
[11] come
[11] tremonti
[11] dice
[11] draghi
[11] caos
[11] intende
[11] buon
[11] viaggio
[11] all'inferno

Top Words in Tweet in G8:
[4] aspen
[2] pleased
[2] advisor
[2] institute's
[2] #triverural
[2] collaborate
[2] anthonypipa
[2] avivarcapital
[2] jcfripp
[2] aspencsg

Top Words in Tweet in G9:
[10] join
[10] team
[10] aspen
[10] global
[10] change
[10] institute
[10] hiring
[10] #climatescience
[10] fellows
[10] work

Top Words in Tweet in G10:
[9] aspen
[9] institute
[9] españa
[7] programación
[7] próximos
[7] meses
[7] nuestras
[7] actividades
[7] newsletter
[6] descubre

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[261] aspen,institute
[77] list,#harryandmeghan
[77] #harryandmeghan,fails
[77] fails,2021
[77] 2021,see
[77] see,failed
[77] failed,bench
[77] bench,failed
[77] failed,ny
[77] ny,trip

Top Word Pairs in Tweet in G1:
[75] list,#harryandmeghan
[75] #harryandmeghan,fails
[75] fails,2021
[75] 2021,see
[75] see,failed
[75] failed,bench
[75] bench,failed
[75] failed,ny
[75] ny,trip
[75] trip,failed

Top Word Pairs in Tweet in G2:
[48] aspen,institute
[8] information,disorder
[8] according,aspen
[7] institute,commission
[7] commission,information
[7] george,soros
[7] bill,gates
[7] building,wealth
[6] soros,bill
[6] financial,assets

Top Word Pairs in Tweet in G3:
[34] aspen,institute
[17] institute,aspeninstitute
[6] institute,programs
[5] equipping,next
[5] next,generation
[5] generation,diverse
[5] diverse,leaders
[5] leaders,ensures
[5] ensures,future
[5] future,aspen

Top Word Pairs in Tweet in G4:
[36] aspen,institute
[35] know,already
[35] already,lt
[35] lt,aspen
[35] institute,commission
[35] commission,example
[35] example,includes
[35] includes,several
[35] several,people
[34] baronessbruck,know

Top Word Pairs in Tweet in G5:
[9] dell'aspen,institute
[6] aspen,institute
[5] institute,finanziato
[5] finanziato,dalla
[5] dalla,fondazione
[4] fondazione,rockefeller
[3] giorgiameloni,fratelliditalia
[3] giorgiameloni,fa
[3] institute,non
[3] nell'aspen,institute

Top Word Pairs in Tweet in G6:
[13] aspen,institute
[5] duševní,mrzáky
[3] institute,erasmu
[3] pro,ideologické
[3] ideologické,diverzanty
[3] pirativanbartos,janlipavsky
[3] takové,duševní
[3] výplach,mozku
[3] výplachem,mozku
[3] mozku,aspen

Top Word Pairs in Tweet in G7:
[11] personaggio,come
[11] come,tremonti
[11] tremonti,dice
[11] dice,draghi
[11] draghi,caos
[11] caos,intende
[11] intende,buon
[11] buon,viaggio
[11] viaggio,all'inferno
[11] all'inferno,firmato

Top Word Pairs in Tweet in G8:
[2] pleased,advisor
[2] advisor,aspen
[2] aspen,institute's
[2] institute's,#triverural
[2] #triverural,collaborate
[2] collaborate,anthonypipa
[2] anthonypipa,avivarcapital
[2] avivarcapital,jcfripp
[2] support,local
[2] local,efforts

Top Word Pairs in Tweet in G9:
[10] join,team
[10] team,aspen
[10] aspen,global
[10] global,change
[10] change,institute
[10] institute,hiring
[10] hiring,#climatescience
[10] #climatescience,fellows
[10] fellows,work
[10] work,#coloradoriver

Top Word Pairs in Tweet in G10:
[9] aspen,institute
[9] institute,españa
[7] programación,aspen
[7] españa,próximos
[7] próximos,meses
[7] meses,nuestras
[7] nuestras,actividades
[7] actividades,newsletter
[6] descubre,programación
[5] aspenspain,descubre

Top Replied-To
Top Replied-To in Entire Graph:
@giorgiameloni
@levarstoney
@mariogirotti3
@claudio_89_
@minutemanitaly
@walterkraft6
@seznamzpravy
@pirativanbartos
@blackgirlhockey
@brigantia__

Top Replied-To in G1:
@hec2106

Top Replied-To in G3:
@brigantia__
@aspeninstitute

Top Replied-To in G4:
@baronessbruck

Top Replied-To in G5:
@giorgiameloni
@claudio_89_
@minutemanitaly
@cazzaccimiei1
@danilomapelli
@x75269623
@mimmo_rinaldi
@staseraitalia
@fratelliditalia
@francymasse

Top Replied-To in G6:
@mariogirotti3
@walterkraft6
@pirativanbartos
@seznamzpravy
@jiripehe
@mjureka
@c_zert
@jegermaier

Top Mentioned
Top Mentioned in Entire Graph:
@einstein_evans
@baronessbruck
@aspeninstitute
@federicodezzani
@aspenglobal
@giorgiameloni
@jewhaditm
@cryptolegit888
@aspenspain
@fratelliditalia

Top Mentioned in G1:
@einstein_evans
@according2_taz

Top Mentioned in G2:
@elimelech_ring
@steadmanclinic

Top Mentioned in G3:
@aspeninstitute
@stevensinit
@patagonia
@swellbottle
@aspenascend
@kwerb
@chamaerion
@lord_belacqua
@betterup
@fundaciontef

Top Mentioned in G4:
@baronessbruck
@einstein_evans
@jessicawood94

Top Mentioned in G5:
@giorgiameloni
@fratelliditalia
@mariogiordano5
@diimmobiliare
@claudio_89_
@swan94
@marialu91149151
@guidodemartini
@pinucciatrapan1
@drconsulenze

Top Mentioned in G6:
@janlipavsky
@angeliquedaemon
@tinafretka
@certik_bertik
@eursulin
@jegermaier
@jiripehe
@pirativanbartos

Top Mentioned in G7:
@federicodezzani

Top Mentioned in G8:
@anthonypipa
@avivarcapital
@jcfripp
@aspencsg
@markhaggerty20
@de
@debmarkley
@mschrystelc
@aspeninstitute
@aspenins

Top Mentioned in G9:
@aspenglobal

Top Mentioned in G10:
@aspenspain
@javiersolana
@prosyn_esp

Top Tweeters
Top Tweeters in Entire Graph:
@berkleybearnews
@yathinkn
@eraser
@ibangel
@song_title
@elimelech_ring
@nytimes
@nypost
@iutruthtellers
@susanvermazen

Top Tweeters in G1:
@song_title
@susanvermazen
@mackette52
@yvettehenson
@black_author
@abbeyjones11
@mag13f35bdriver
@rdwimp
@cherylkate_news
@csomerton

Top Tweeters in G2:
@berkleybearnews
@ibangel
@elimelech_ring
@iutruthtellers
@nahidalaei
@approvedamerica
@skydog811
@theaspentimes
@journeytrade
@astolfi_felix

Top Tweeters in G3:
@eraser
@sannetje_26
@daroldcuba
@mojidaniels
@ekemma
@bloumatrix
@fundaciontef
@bcsrdak
@aspeninstitute
@carlosfcamargo1

Top Tweeters in G4:
@punkindyer
@mylatestmusings
@angevin1170
@aubade85emilie
@entelechyinc
@bookmd
@baronessbruck
@monfortegirl
@interestedintr2
@nadicarochefort

Top Tweeters in G5:
@marialu91149151
@fratelliditalia
@minutemanitaly
@poiana46
@diimmobiliare
@hiboss_hiboss
@francymasse
@drconsulenze
@mimmo_rinaldi
@stragola

Top Tweeters in G6:
@seznamzpravy
@walterkraft6
@jiripehe
@mariogirotti3
@eursulin
@mjureka
@obrozhouba
@angeliquedaemon
@certik_bertik
@janlipavsky

Top Tweeters in G7:
@rosaroccaforte
@antigonecris
@francescamir48
@magnanibruna
@erniebigall
@federicodezzani
@davidmorello9
@patrizi21156466
@zaccog
@coivia

Top Tweeters in G8:
@de
@anthonypipa
@aspencsg
@jcfripp
@chelseapmciver
@avivarcapital
@debmarkley
@bonita331bonita
@mschrystelc
@markhaggerty20

Top Tweeters in G9:
@laddkeith
@maxboykoff
@joannawbrownphd
@lisad144
@aspenglobal
@lizzultee
@andrewrumbach
@jcarnott
@dan_a_chapman
@gregorylsimon

Top Tweeters in G10:
@javiersolana
@aspenspain
@ssantoslorenzo
@passtiche
@joseareilza
@prosyn_esp
@ssbenitez
@isacruzcondez


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