aspen institute, Twitter, 5/6/2021 6:22:07 PM, 254284


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aspen institute_2021-05-06_08-34-01.xlsx
aspen institute_2021-05-06_08-34-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
aspen institute via NodeXL https://bit.ly/2R2ZEx3
@aspeninstitute
@giorgiameloni
@chiarac315
@il_dipendente
@amore_videt
@marco_gervasoni
@marioocchini
@robertoali20
@eterea_naive
@hjdeglow

Top hashtags:
#aspen
#betterup
#salesforce
#speranza
#美国
#台湾
#covid19
#中共
#美國

Description:
Description
The graph represents a network of 672 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 May 2021 at 15:34 UTC.

The requested start date was Thursday, 06 May 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, 17-hour, 47-minute period from Thursday, 22 April 2021 at 05:06 UTC to Wednesday, 05 May 2021 at 22:54 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 : 672
Unique Edges : 505
Edges With Duplicates : 597
Total Edges : 1102
Number of Edge Types : 5
Replies to : 127
Tweet : 98
MentionsInRetweet : 372
Mentions : 246
Retweet : 259
Self-Loops : 102
Reciprocated Vertex Pair Ratio : 0.0412371134020619
Reciprocated Edge Ratio : 0.0792079207920792
Connected Components : 130
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 131
Maximum Edges in a Connected Component : 263
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.728268
Graph Density : 0.00156793343268753
Modularity : 0.61644
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 672 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 May 2021 at 15:34 UTC.

The requested start date was Thursday, 06 May 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, 17-hour, 47-minute period from Thursday, 22 April 2021 at 05:06 UTC to Wednesday, 05 May 2021 at 22:54 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:
[9] https://www.aspeninstitute.org/blog-posts/competition-must-give-way-to-collaboration-to-tackle-the-climate-crisis/?utm_source=iContact&utm_medium=email&utm_campaign=the-aspen-institute&utm_content=Students+Do+the+Teaching+on+Climate+Change
[6] https://www.latimes.com/sports/highschool/story/los-angeles-view-park-prep-awarded-grant-aspen-institute
[6] https://thecounter.org/restaurant-safety-guidelines-indoor-dining-aspen-institute-nra-one-fair-wage/
[4] https://heartgiving.podbean.com/e/pathways-to-a-free-just-and-equitable-society-dan-porterfileld-ceo-of-the-aspen-institute/?token=56b304aaeae8d6bf8a6d3418489b97cd
[3] https://www.aspeninstitute.org/events/deplatforming-trump-the-facebook-oversight-board-decision/
[3] https://www.aspeninstitute.org/news/press-release/growing-cybersecurity-workforce/?utm_source=social_organic_employmentbrand&utm_social_network=linkedin&utm_campaign=lifeatpfpt&utm_post_id=fcba2a77-2cc1-48c9-a056-42f26cdaa4ba
[3] https://www.aspeninstitute.org/events/aspen-ideas-health-2021/
[2] https://www.aspeninstitute.org/podcasts/walking-phillys-tightrope-of-youth-justice/
[2] https://theobjective.com/further/curso-taller-storytelling-ethos
[2] https://www.aspeninstitute.org/blog-posts/the-devastating-effects-of-climate-change-on-us-housing-security/

Top URLs in Tweet in G1:
[9] https://www.aspeninstitute.org/blog-posts/competition-must-give-way-to-collaboration-to-tackle-the-climate-crisis/?utm_source=iContact&utm_medium=email&utm_campaign=the-aspen-institute&utm_content=Students+Do+the+Teaching+on+Climate+Change
[4] https://heartgiving.podbean.com/e/pathways-to-a-free-just-and-equitable-society-dan-porterfileld-ceo-of-the-aspen-institute/?token=56b304aaeae8d6bf8a6d3418489b97cd
[3] https://www.aspeninstitute.org/events/deplatforming-trump-the-facebook-oversight-board-decision/
[3] https://www.aspeninstitute.org/events/aspen-ideas-health-2021/
[2] https://www.aspeninstitute.org/podcasts/walking-phillys-tightrope-of-youth-justice/
[2] https://www.aspeninstitute.org/blog-posts/the-devastating-effects-of-climate-change-on-us-housing-security/
[2] https://www.aspeninstitute.org/publications/the-brain-basis-for-integrated-social-emotional-and-academic-development/
[1] https://www.cnn.com/2021/03/24/media/prince-harry-aspen-institute-commission-on-information-disorder/index.html
[1] https://www.latimes.com/sports/highschool/story/los-angeles-view-park-prep-awarded-grant-aspen-institute
[1] https://www.aspeninstitute.org/subscribe/

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=N4uZ1C921Js&feature=youtu.be

[1] https://www.youtube.com/watch?v=rp2lqSBdv0o&feature=youtu.be

[1] https://twitter.com/il_dipendente/status/1387491446861799430

Top URLs in Tweet in G3:
[3] https://www.aspeninstitute.org/news/press-release/growing-cybersecurity-workforce/?utm_source=social_organic_employmentbrand&utm_social_network=linkedin&utm_campaign=lifeatpfpt&utm_post_id=fcba2a77-2cc1-48c9-a056-42f26cdaa4ba
[2] https://thecounter.org/restaurant-safety-guidelines-indoor-dining-aspen-institute-nra-one-fair-wage/
[1] https://www.linkedin.com/slink?code=eqGXfcy
[1] https://www.linkedin.com/slink?code=eJgk2bp
[1] https://twitter.com/AspenInstitute/status/1385202235336970243
[1] https://twitter.com/a_meluzzi/status/1385326005167050755
[1] https://digital.denverlibrary.org/digital/collection/p15330coll22/id/15173
[1] https://www.aspeninstitute.org/blog-posts/earth-day-2021-is-an-opportunity-to-focus-on-environmental-justice/
[1] https://twitter.com/maxtmcc/status/1385019499167076357
[1] https://www.wsj.com/articles/a-dad-fights-to-bring-back-school-sports-his-son-moved-on-11619186419

Top URLs in Tweet in G5:
[1] https://twitter.com/vivian/status/1389192561336754178

Top URLs in Tweet in G7:
[2] https://www.stimme.de/deutschland-welt/politik/dw/100-tage-joe-biden-im-amt-das-gegenteil-von-verschlafen;art295,4477524
[1] https://www.linkedin.com/posts/stormy-annika-mildner-75687632_balkan-activity-6795627175417544705-j-Q3
[1] https://www.linkedin.com/posts/aspen-institute-germany_joebiden-jusos-graesnejugend-activity-6793790169066668032-A_Mx

Top Domains
Top Domains in Tweet in Entire Graph:
[51] aspeninstitute.org
[12] twitter.com
[8] linkedin.com
[7] latimes.com
[7] thecounter.org
[5] google.com
[4] youtube.com
[4] podbean.com
[2] gatesfoundation.org
[2] theobjective.com

Top Domains in Tweet in G1:
[37] aspeninstitute.org
[4] podbean.com
[2] gesinesjobtipps.de
[1] cnn.com
[1] latimes.com
[1] sabinaspengroup.org
[1] icontact-archive.com
[1] time.com
[1] hrmdirect.com

Top Domains in Tweet in G2:
[3] youtube.com
[1] twitter.com

Top Domains in Tweet in G3:
[8] twitter.com
[6] linkedin.com
[5] aspeninstitute.org
[4] google.com
[3] thecounter.org
[2] tommanatosjobs.com
[2] latimes.com
[1] denverlibrary.org
[1] wsj.com
[1] centerforinterculturaldialogue.org

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

Top Domains in Tweet in G7:
[2] linkedin.com
[2] stimme.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] aspen
[13] betterup
[13] salesforce
[8] speranza
[8] 美国
[8] 台湾
[7] covid19
[6] 中共
[6] 美國
[6] 台灣



Top Hashtags in Tweet in G1:
[7] covid19
[2] job
[2] healthcare
[2] climatechange
[2] greenschools
[1] covid
[1] vaccine
[1] earthday2021
[1] msavirtual
[1] innovation

Top Hashtags in Tweet in G2:
[7] speranza
[6] zonabianca
[5] aspen
[3] rai
[3] nonelarena
[3] fratelliditalia
[3] fdi
[2] zonarossa
[2] governo
[2] salvini

Top Hashtags in Tweet in G3:
[1] earthday
[1] spark
[1] jobseekers
[1] jobsearch
[1] highereducation
[1] collegeexcellence
[1] creativitymatters
[1] salvini
[1] fdi
[1] speranza

Top Hashtags in Tweet in G4:
[1] meloni

Top Hashtags in Tweet in G6:
[1] meloni
[1] greenpass
[1] liars

Top Hashtags in Tweet in G7:
[2] joebiden
[1] townhall
[1] politik
[1] usa
[1] biden

Top Hashtags in Tweet in G9:
[13] betterup
[13] salesforce
[13] aspen
[1] imperative21
[1] greatreset

Top Words
Top Words in Tweet in Entire Graph:
[451] institute
[407] aspen
[54] facebook
[54] meloni
[51] aspeninstitute
[48] oversight
[46] straight
[45] commission
[42] traps
[42] within

Top Words in Tweet in G1:
[59] aspen
[55] institute
[49] aspeninstitute
[19] climate
[11] ceo
[11] crisis
[10] danporterfield
[9] heart
[9] giving
[9] competition

Top Words in Tweet in G2:
[58] institute
[37] aspen
[28] italia
[17] giorgiameloni
[14] il_dipendente
[13] eterea_naive
[11] moglie
[11] lei
[10] tra
[9] anche

Top Words in Tweet in G3:
[44] aspen
[44] institute
[6] view
[6] cybersecurity
[4] 2021
[4] focus
[4] 30
[4] much
[4] angeles
[4] park

Top Words in Tweet in G4:
[24] institute
[22] aspen
[12] non
[10] entrata
[9] meloni
[8] monti
[7] alla
[7] prodi
[7] dell
[6] ma

Top Words in Tweet in G5:
[43] aspen
[43] institute
[43] facebook
[42] straight
[42] traps
[42] within
[42] minutes
[42] oversight
[42] board's
[42] announcement

Top Words in Tweet in G6:
[21] institute
[14] aspen
[13] _cieloitalia
[13] meloni
[11] socia
[11] rockefeller
[11] chi
[9] massoneria
[9] globalista
[7] pensava

Top Words in Tweet in G7:
[6] program
[6] aspen
[6] institute
[3] stormy_mildner
[3] meet
[3] assistant
[3] richard
[3] kaufmann
[3] started
[3] germanys

Top Words in Tweet in G8:
[19] sara
[19] menker
[19] member
[19] aspen
[19] institute
[19] africa
[19] works
[19] cognition
[19] artificial
[19] intelligence

Top Words in Tweet in G9:
[13] addition
[13] #betterup
[13] financed
[13] partnership
[13] #salesforce
[13] harry
[13] appointed
[13] #aspen
[13] institute's
[12] elleprovocateur

Top Words in Tweet in G10:
[7] aspen
[7] institute
[3] jen
[3] jak
[3] televize
[3] řízená
[2] jako
[2] objektivní
[2] nejste
[2] kdo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[385] aspen,institute
[48] facebook,oversight
[42] institute,straight
[42] straight,traps
[42] traps,within
[42] within,minutes
[42] minutes,facebook
[42] oversight,board's
[42] board's,announcement
[41] carolecadwalla,aspen

Top Word Pairs in Tweet in G1:
[49] aspen,institute
[26] institute,aspeninstitute
[11] crisis,aspen
[9] heart,giving
[9] competition,give
[9] give,way
[9] way,collaboration
[9] collaboration,tackle
[9] tackle,climate
[9] climate,crisis

Top Word Pairs in Tweet in G2:
[37] aspen,institute
[26] institute,italia
[9] dell,aspen
[8] nell'aspen,institute
[7] moglie,#speranza
[7] eterea_naive,compenso
[7] compenso,lei
[7] lei,fidano
[7] fidano,rockefeller
[7] rockefeller,averla

Top Word Pairs in Tweet in G3:
[42] aspen,institute
[4] angeles,view
[4] view,park
[4] park,prep
[3] prep,awarded
[3] grant,aspen
[3] proofpoint,proud
[3] proud,member
[3] member,aspen
[3] institute,cybersecurity

Top Word Pairs in Tweet in G4:
[22] aspen,institute
[7] dell,aspen
[5] entrata,far
[5] far,dell
[4] alla,aspen
[4] monti,prodi
[3] albo_interista,facciamo
[3] facciamo,minimo
[3] minimo,ragionamento
[3] ragionamento,meloni

Top Word Pairs in Tweet in G5:
[43] aspen,institute
[42] institute,straight
[42] straight,traps
[42] traps,within
[42] within,minutes
[42] minutes,facebook
[42] facebook,oversight
[42] oversight,board's
[42] board's,announcement
[41] carolecadwalla,aspen

Top Word Pairs in Tweet in G6:
[14] aspen,institute
[11] socia,aspen
[11] institute,rockefeller
[9] meloni,socia
[9] rockefeller,massoneria
[9] massoneria,globalista
[7] _cieloitalia,meloni
[7] globalista,chi
[7] chi,pensava
[7] pensava,fosse

Top Word Pairs in Tweet in G7:
[6] aspen,institute
[3] meet,program
[3] program,assistant
[3] assistant,richard
[3] richard,kaufmann
[3] kaufmann,started
[3] started,aspen
[3] institute,germanys
[3] germanys,europe
[3] europe,program

Top Word Pairs in Tweet in G8:
[19] sara,menker
[19] menker,member
[19] member,aspen
[19] aspen,institute
[19] institute,africa
[19] africa,works
[19] works,cognition
[19] cognition,artificial
[19] artificial,intelligence
[19] intelligence,info

Top Word Pairs in Tweet in G9:
[13] addition,#betterup
[13] #betterup,financed
[13] financed,partnership
[13] partnership,#salesforce
[13] #salesforce,harry
[13] harry,appointed
[13] appointed,#aspen
[13] #aspen,institute's
[12] elleprovocateur,addition

Top Word Pairs in Tweet in G10:
[7] aspen,institute
[3] televize,řízená
[3] řízená,aspen
[2] vaše,televize

Top Replied-To
Top Replied-To in Entire Graph:
@giorgiameloni
@_cieloitalia
@ilpresidenthe
@valenti63339244
@eterea_naive
@albo_interista
@aspeninstitute
@marco_gervasoni
@fratelliditalia
@jiripehe

Top Replied-To in G1:
@aspeninstitute

Top Replied-To in G2:
@giorgiameloni
@eterea_naive
@fratelliditalia
@guidocrosetto
@antomarccolombo
@lurlooo
@pmurroccu
@dado1919
@aquintoc
@pupi18054216

Top Replied-To in G4:
@albo_interista
@valenti63339244
@noilatuavoce
@frangelucci99
@elenaprimudaja
@nicholaspelle
@thewaterflea
@hopethefirst1
@flisimaura
@resta_fra

Top Replied-To in G6:
@_cieloitalia
@ilpresidenthe
@marco_gervasoni
@flayawa
@andiamoviaora
@pietro_otto
@clinicamenteb
@giorgiameloni
@diimmobiliare

Top Replied-To in G7:
@mslatoshabrown

Top Replied-To in G10:
@norafridrichova
@kremlinrussia_e
@jakubzelezny
@tomdrahonovsky
@michalkubal
@market_a
@filiptitlbach

Top Mentioned
Top Mentioned in Entire Graph:
@aspeninstitute
@carolecadwalla
@africafactszone
@giorgiameloni
@il_dipendente
@elleprovocateur
@eterea_naive
@danporterfield
@_cieloitalia
@tentoads4truth

Top Mentioned in G1:
@aspeninstitute
@danporterfield
@wisegiving
@h_art_taylor
@sabinvaccine
@queennoor
@a
@aspen_challenge
@aspencjri
@dwood371

Top Mentioned in G2:
@il_dipendente
@giorgiameloni
@eterea_naive
@giusmansi
@matteosalvinimi
@legasalvini
@fratelliditalia
@storace
@grazia_manu
@2qrocky

Top Mentioned in G4:
@borghi_claudio
@albo_interista
@ppdalmon
@piccologabri
@robertoali20
@storace
@bluefidel47
@niandra_lades69
@danicwastaken
@chilisummer

Top Mentioned in G5:
@carolecadwalla

Top Mentioned in G6:
@_cieloitalia
@marioocchini
@andiamoviaora
@diimmobiliare
@johntitor00000
@clinicamenteb
@osamundr
@silviateresa14
@pietro_otto
@acquarolif

Top Mentioned in G7:
@stormy_mildner
@potus
@aspengermany
@jungeliberale
@junge_union
@jusos
@gruene_jugend
@solidberlin
@henrylouisgates
@katiecouric

Top Mentioned in G8:
@africafactszone

Top Mentioned in G9:
@elleprovocateur

Top Mentioned in G10:
@cinohra_nd
@karelhavlicek_
@hankamazancova
@tomes_michal

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalites
@sandradunn1955
@wildwillow65
@rosstell
@rianru
@lorettabower3
@thewaterflea
@mtrushmore2016
@sandoly
@flugennock

Top Tweeters in G1:
@rosstell
@time
@latimes
@ilona84010600
@brianstelter
@marcalevin
@mbohl07
@nehpazojarchieh
@bevmossevelde
@weischoice

Top Tweeters in G2:
@yi_benevolence
@splendorsolis00
@eterea_naive
@pmurroccu
@jobwithinternet
@storace
@legasalvini
@marialu91149151
@savioficorella
@giochirilly

Top Tweeters in G3:
@pairsonnalites
@mtrushmore2016
@quaranta_vito
@latimessports
@logo_daedalus
@tommanatosjobs
@politica_econom
@drmarkpbarry
@maryamsenada
@awessendorf

Top Tweeters in G4:
@thewaterflea
@borghi_claudio
@chilisummer
@todorov_denis
@ricbattaglia
@samarosa70
@noilatuavoce
@ppdalmon
@piccologabri
@hopethefirst1

Top Tweeters in G5:
@sandradunn1955
@lorettabower3
@avonan
@margymayell
@ferguson2811
@lillylyle
@norsemndem
@mambear04
@juliecuninghame
@susankheflin

Top Tweeters in G6:
@maelmale
@andiamoviaora
@silviateresa14
@marco_gervasoni
@flayawa
@pietro_otto
@marioocchini
@diimmobiliare
@bdeligiobruno
@drconsulenze

Top Tweeters in G7:
@cnn
@mslatoshabrown
@katiecouric
@stimmeonline
@danrather
@junge_union
@speakerpelosi
@jusos
@henrylouisgates
@jungeliberale

Top Tweeters in G8:
@artificialbra1n
@kojo_xo
@opokunanayaw2
@africafactszone
@uwihanganye_a
@atiftalha1
@sedrackatuhaire
@legend7778
@petrolheada1
@leila_mohamed_

Top Tweeters in G9:
@surfeitndearth
@athbheochan
@bijtayari
@normantshenley
@frackfree_eu
@winteroakpress
@encantamiento2
@elleprovocateur
@chinakillsdoct1
@stopendwarsnow

Top Tweeters in G10:
@michalkubal
@filiptitlbach
@kremlinrussia_e
@tomdrahonovsky
@market_a
@tomes_michal
@karelhavlicek_
@hankamazancova
@norafridrichova
@cinohra_nd