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aspen institute_2022-01-13_08-34-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2022
Short Description:
aspen institute via NodeXL https://bit.ly/33AgCJi
@liliaragnar
@diimmobiliare
@giorgiameloni
@mdx_0x0
@rothbard1776
@censura_misterg
@barbarab1974
@mauriziofuochi
@marcoan64248061
@giuslit

Top hashtags:
#nonprofitjobs
#salvini
#meloni
#dcjobs
#draghivattene
#draghi

Description:
Description
The graph represents a network of 634 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, 13 January 2022 at 16:35 UTC.

The requested start date was Thursday, 13 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, 14-hour, 50-minute period from Thursday, 30 December 2021 at 04:43 UTC to Wednesday, 12 January 2022 at 19:33 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 : 634
Unique Edges : 341
Edges With Duplicates : 753
Total Edges : 1094
Number of Edge Types : 5
Retweet : 347
MentionsInRetweet : 404
Replies to : 120
Mentions : 158
Tweet : 65
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0124804992199688
Reciprocated Edge Ratio : 0.024653312788906
Connected Components : 76
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 232
Maximum Edges in a Connected Component : 446
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.435094
Graph Density : 0.00161715530172779
Modularity : 0.555707
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 634 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, 13 January 2022 at 16:35 UTC.

The requested start date was Thursday, 13 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, 14-hour, 50-minute period from Thursday, 30 December 2021 at 04:43 UTC to Wednesday, 12 January 2022 at 19:33 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://nationalnonprofits.org/nonprofit-jobs/job/washington-dc-dc-usa/major-gifts-coordinator/aspen-institute
[3] https://thebridgework.com/profiles/jennifer-atala-digital-equity-accelerator-lead-aspen-institute-founder-inara-strategies
[2] https://www.aspeninstitute.it/istituto/identita-e-missione
[2] https://formiche.net/2021/02/meloni-lamericana-se-la-leader-di-fdi-entra-nellaspen-institute/
[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://twitter.com/GiorgiaMeloni/status/1476509171830960129
[1] http://svobodnenoviny.eu/evropskou-unii-zalozili-prominentni-naciste-a-kartely-ktere-vybudovaly-treti-risi/?fbclid=IwAR0yF8q4lE0osTSAJ2oBWSpTiDsn73KLykVnejtgSwhu3vVQjHEx7bbs2W4
[1] https://pravyprostor.cz/zadny-strasak-realne-zlo-george-soros/?fbclid=IwAR2B-79f0C79u4lAfAaL7CXLeWXioRiEB0430BRATUDX4pkpX9yZ08LhNSQ

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

Top URLs in Tweet in G3:
[1] https://twitter.com/beaoh11/status/1478861350185181185
[1] https://formiche.net/2021/02/meloni-lamericana-se-la-leader-di-fdi-entra-nellaspen-institute/
[1] https://twitter.com/barbarab1974/status/1476661739865399298
[1] https://twitter.com/GiorgiaMeloni/status/1476509171830960129
[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://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 G4:
[5] https://www.aspeninstitute.org/impact-report/impactreport2021/
[4] https://nationalnonprofits.org/nonprofit-jobs/job/washington-dc-dc-usa/major-gifts-coordinator/aspen-institute
[3] https://thebridgework.com/profiles/jennifer-atala-digital-equity-accelerator-lead-aspen-institute-founder-inara-strategies
[2] https://www.aspeninstitute.org/blog-posts/predictions-for-business-society-in-2022/
[1] https://www.theafricareport.com/158136/nigeria-ten-things-you-should-know-about-the-covid-19-vaccine/
[1] https://aspeninstituteengage.force.com/s/AspenInstitute2
[1] https://www.aspeninstitute.org/blog-posts/companies-aim-to-use-only-zero-carbon-ocean-shipping-by-2040/
[1] https://www.aspeninstitute.org/news/press-release/religion-and-society-announcement/
[1] https://www.aspeninstitute.org/blog-posts/we-can-all-join-the-climate-fight/
[1] https://community.acue.org/blog/acue-partners-community-college-excellence-aspen-institute/

Top URLs in Tweet in G5:
[1] https://pravyprostor.cz/zadny-strasak-realne-zlo-george-soros/?fbclid=IwAR2B-79f0C79u4lAfAaL7CXLeWXioRiEB0430BRATUDX4pkpX9yZ08LhNSQ
[1] http://svobodnenoviny.eu/evropskou-unii-zalozili-prominentni-naciste-a-kartely-ktere-vybudovaly-treti-risi/?fbclid=IwAR0yF8q4lE0osTSAJ2oBWSpTiDsn73KLykVnejtgSwhu3vVQjHEx7bbs2W4
[1] https://www.youtube.com/watch?v=S7P3s7Og52g

[1] https://rejstrik-firem.kurzy.cz/24247073/aspen-institute-central-europe-o-p-s/

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=D5JzaFV6zkA&feature=youtu.be

[1] https://www.aspeninstitute.org/blog-posts/future-of-loneliness-social-connection-technology/
[1] https://dy.si/RHKw4j2
[1] http://celex.s205.xrea.com/prince-harry-joins-rupert-murdochs-daughter-in-law-at-aspen-institute/
[1] https://www.cnbc.com/amp/select/what-assets-are-important-building-wealth/
[1] http://www.corectnews.com/politics/ascensiunea-militarizat-aspen-institute
[1] https://ziuanews.ro/stiri/ascensiunea-militarizat-a-aspen-institute-geoan-pune-m-na-pe-s-n-tate-ciuc-a-f-cut-o-secretar-de-stat-pe-adriana-pistol-de-la-insp-1567663?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.linkedin.com/slink?code=ddaBCuxu
[1] https://welcome.us/
[1] https://crhesi.uwo.ca/2022/01/04/aspen-institutes-final-report-from-the-commission-on-information-disorder/

Top URLs in Tweet in G8:
[1] https://presidenza.governo.it/AmministrazioneTrasparente/ConsulentiCollaboratori/allegati_2020/Carnevale_Maffe_CV.pdf
[1] https://twitter.com/Pie974/status/1479881550506377217

Top Domains
Top Domains in Tweet in Entire Graph:
[17] aspeninstitute.org
[13] twitter.com
[5] youtube.com
[4] nationalnonprofits.org
[3] thebridgework.com
[3] linkedin.com
[2] co.uk
[2] sourcewatch.org
[2] aspentechpolicyhub.org
[2] aspeninstitute.it

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

Top Domains in Tweet in G3:
[3] twitter.com
[1] formiche.net
[1] byoblu.com
[1] sputniknews.com

Top Domains in Tweet in G4:
[13] aspeninstitute.org
[4] nationalnonprofits.org
[3] thebridgework.com
[1] theafricareport.com
[1] force.com
[1] acue.org
[1] remiamibeach.com
[1] mediabiasfactcheck.com
[1] dailycaller.com

Top Domains in Tweet in G5:
[1] pravyprostor.cz
[1] svobodnenoviny.eu
[1] youtube.com
[1] kurzy.cz

Top Domains in Tweet in G6:
[3] twitter.com
[2] aspeninstitute.org
[2] youtube.com
[2] tommanatosjobs.com
[1] dy.si
[1] xrea.com
[1] cnbc.com
[1] corectnews.com
[1] ziuanews.ro
[1] linkedin.com

Top Domains in Tweet in G8:
[1] governo.it
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] nonprofitjobs
[4] salvini
[4] meloni
[4] dcjobs
[4] draghivattene
[4] draghi
[4] tech
[4] policy
[4] politics
[4] alessandrofugnoli



Top Hashtags in Tweet in G3:
[2] aspen
[2] legamerda
[2] salvinipagliaccio
[2] fedriga
[1] vaccino
[1] nessunacorrelazione
[1] oppofinzione
[1] rockfeller
[1] buonanno2022
[1] veneto

Top Hashtags in Tweet in G4:
[5] nonprofitjobs
[4] dcjobs
[4] tech
[4] policy
[4] politics
[3] thebridgeleaders
[2] covid
[2] majorgifts
[2] digitalequity
[2] innovation

Top Hashtags in Tweet in G6:
[1] loneliness
[1] technology
[1] media
[1] misinformation
[1] inclusiveamerica

Top Hashtags in Tweet in G8:
[3] tremonti
[1] draghi
[1] italia

Top Words
Top Words in Tweet in Entire Graph:
[373] institute
[321] aspen
[280] covid
[280] trace
[236] perche'
[150] dell'aspen
[141] americans
[140] rush
[140] introduced
[140] 6666

Top Words in Tweet in G1:
[280] covid
[280] trace
[140] rush
[140] introduced
[140] 6666
[140] 19
[140] act
[140] track
[140] americans
[140] under

Top Words in Tweet in G2:
[232] perche'
[120] institute
[116] chiamo
[116] miss
[116] aspen
[116] membro
[116] dell'aspen
[116] rockfeller
[116] dal
[116] 2019

Top Words in Tweet in G3:
[38] institute
[26] giorgiameloni
[14] aspen
[13] dell'aspen
[10] opposizione
[10] membro
[8] non
[8] all'aspen
[8] meloni
[8] rockefeller

Top Words in Tweet in G4:
[35] aspen
[29] aspeninstitute
[29] institute
[10] programs
[9] read
[7] leaders
[7] impact
[7] job
[6] equipping
[6] next

Top Words in Tweet in G5:
[22] aspen
[21] institute
[10] jako
[8] market_a
[6] pro
[6] nebo
[5] erasmu
[5] jak
[5] když
[4] ideologické

Top Words in Tweet in G6:
[30] aspen
[26] institute
[7] program
[5] business
[4] year
[4] america
[4] society
[4] disorder
[3] 2021
[3] commission

Top Words in Tweet in G7:
[17] institute
[12] finanziato
[12] dalla
[12] fondazione
[11] dell'aspen
[8] rockefeller
[7] giorgiameloni
[5] fa
[4] aspen
[4] rockfeller

Top Words in Tweet in G8:
[17] institute
[11] aspen
[10] giuslit
[5] laveritaweb
[5] fa
[5] dell'aspen
[4] membro
[3] giorgiameloni
[3] fdragoni
[3] grazie

Top Words in Tweet in G9:
[3] landlords
[2] solution

Top Words in Tweet in G10:
[10] institute
[9] barbarab1974
[5] aspen
[5] ma
[5] meloni
[5] già
[5] detto
[5] tante
[5] volte
[5] frequenta

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[182] aspen,institute
[150] dell'aspen,institute
[140] rush,introduced
[140] introduced,6666
[140] 6666,covid
[140] covid,19
[140] 19,trace
[140] trace,act
[140] act,track
[140] track,trace

Top Word Pairs in Tweet in G1:
[140] rush,introduced
[140] introduced,6666
[140] 6666,covid
[140] covid,19
[140] 19,trace
[140] trace,act
[140] act,track
[140] track,trace
[140] trace,americans
[140] americans,under

Top Word Pairs in Tweet in G2:
[116] perche',chiamo
[116] chiamo,miss
[116] miss,aspen
[116] aspen,perche'
[116] perche',membro
[116] membro,dell'aspen
[116] dell'aspen,institute
[116] institute,rockfeller
[116] rockfeller,dal
[116] dal,2019

Top Word Pairs in Tweet in G3:
[14] aspen,institute
[13] dell'aspen,institute
[8] all'aspen,institute
[8] institute,rockefeller
[6] membro,dell'aspen
[5] papagnigrace,granati_mauro
[5] granati_mauro,giorgiameloni
[5] giorgiameloni,quella
[5] quella,iscritta
[5] iscritta,all'aspen

Top Word Pairs in Tweet in G4:
[25] aspen,institute
[10] institute,programs
[6] equipping,next
[6] next,generation
[6] leaders,ensures
[6] ensures,future
[6] future,aspen
[5] job,opening
[5] opening,major
[5] major,gifts

Top Word Pairs in Tweet in G5:
[21] aspen,institute
[4] institute,nebo
[3] institute,erasmu
[3] ideologické,diverzanty
[3] pro,ideologické
[3] institute,central
[3] central,europe
[2] duševní,mrzáky
[2] vš,pro
[2] diverzanty,jako

Top Word Pairs in Tweet in G6:
[25] aspen,institute
[3] business,society
[3] society,program
[3] commission,information
[3] information,disorder
[2] dialogue,featuring
[2] featuring,sean
[2] sean,wilebtz
[2] wilebtz,author
[2] author,bob

Top Word Pairs in Tweet in G7:
[12] finanziato,dalla
[12] dalla,fondazione
[11] dell'aspen,institute
[10] institute,finanziato
[8] fondazione,rockefeller
[4] fa,dell'aspen
[3] aspen,institute
[3] institute,italia
[3] ho,dei
[3] dei,dubbi

Top Word Pairs in Tweet in G8:
[11] aspen,institute
[5] dell'aspen,institute
[3] institute,grazie
[2] giuslit,aspen
[2] giuslit,laveritaweb
[2] lui,fa
[2] giuslit,empfindsamers
[2] empfindsamers,laveritaweb
[2] laveritaweb,#tremonti
[2] #tremonti,quei

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@giorgiameloni
@giuslit
@barbarab1974
@market_a
@fdragoni
@brigantia__
@valenti44837922
@ssaponelli
@sylvie26804002
@von_elbogen

Top Replied-To in G3:
@giorgiameloni
@fratelliditalia
@papagnigrace
@alexgiudetti
@natjusldb
@rosellalara19
@ghinoditacco18
@s_dellavedova
@kbbeyes
@meko5454

Top Replied-To in G4:
@brigantia__
@thebridgework
@anoali20

Top Replied-To in G5:
@market_a
@von_elbogen
@ondrejvertat
@aktualnecz
@svedek
@mcsmithjan
@janlipavsky
@koblovsky
@tomaszdechovsky
@koledko

Top Replied-To in G7:
@sylvie26804002
@valenti44837922
@theskeptical_
@pie974
@alessan19274511
@freedoom191
@klevis_gjoka
@metaanto
@giovannibernar3
@mdx_0x0

Top Replied-To in G8:
@giuslit
@fdragoni
@giorgiameloni
@caimialice
@fabius10scudi
@danodan39192364

Top Replied-To in G9:
@assemblymanalt1

Top Replied-To in G10:
@barbarab1974

Top Mentioned
Top Mentioned in Entire Graph:
@rothbard1776
@liliaragnar
@aspeninstitute
@giorgiameloni
@saiphcita
@fratelliditalia
@stormy_mildner
@aspengermany
@market_a
@legasalvini

Top Mentioned in G1:
@rothbard1776

Top Mentioned in G2:
@liliaragnar
@ilzebraapois

Top Mentioned in G3:
@giorgiameloni
@fratelliditalia
@papagnigrace
@granati_mauro
@legasalvini
@italialibera71
@raffaeleg50
@ecorsari
@rosellalara19
@ilcupo_m

Top Mentioned in G4:
@aspeninstitute
@jenniferatala
@center4native
@aspeninstsports
@thebridgework
@betterup
@ekemma
@stevensinit
@natlnonprofits
@theafricareport

Top Mentioned in G5:
@market_a
@janfar_sky
@janlipavsky
@posledniskaut
@marekstonis
@sebestavaclav
@patriknacher
@heinzelz
@idol22221153
@jirihynek

Top Mentioned in G6:
@janetwe74616697

Top Mentioned in G7:
@giorgiameloni
@diimmobiliare
@alessan19274511
@legasalvini
@fdi_parlamento
@gperenne
@azangrillo
@matteosalvinimi
@franborgonovo
@liliaragnar

Top Mentioned in G8:
@laveritaweb
@mariogiordano5
@giuslit
@empfindsamers
@fratelliditalia
@giorgiameloni
@fuoridalcorotv
@rete4
@quimediaset_it
@silvy6701

Top Mentioned in G9:
@jessicaramos
@yuhline
@emilyassembly
@votejgr
@harveyforny
@lindabrosenthal
@marcelaforny
@joannesimonbk52
@housing4allny
@vocalnewyork

Top Mentioned in G10:
@barbarab1974
@salvatorescuto2
@liliaragnar
@marcoan64248061
@giorgiameloni

Top Tweeters
Top Tweeters in Entire Graph:
@lllwry
@botcybersec
@dileguossi
@terpsichore_los
@deiana_luca9
@bigplaincircle
@leone52641
@trackntracer
@rlfarrow777
@1artniece2

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

Top Tweeters in G2:
@leone52641
@anto_galli4
@ladyrosmarino
@drsmoda
@caterinacorda1
@forestale82
@_fiorucci
@ombrysan
@regynadeserto
@marco1999busa

Top Tweeters in G3:
@legasalvini
@zampaglion
@fratelliditalia
@ierogamos
@alexgiudetti
@francoliver2
@doluccia16
@rosellalara19
@ninaricci_us
@granati_mauro

Top Tweeters in G4:
@lllwry
@terpsichore_los
@edventure9
@ekemma
@blacksheepants
@jayne13
@ninhilista
@bcsrdak
@aspeninstitute
@theafricareport

Top Tweeters in G5:
@posledniskaut
@aktualnecz
@chyba_systemu
@ondratej
@von_elbogen
@tomaszdechovsky
@cfrketx
@svedek
@sebestavaclav
@patriknacher

Top Tweeters in G6:
@approvedamerica
@ahighervision
@tommanatosjobs
@janetwe74616697
@corectnews
@berkshireeagle
@commentary
@chloevtweets
@tomsmusicplace
@bap66s

Top Tweeters in G7:
@metaanto
@acciaiomario
@theskeptical_
@gperenne
@sylvie26804002
@evelynbani
@diimmobiliare
@pie974
@mdx_0x0
@tradori

Top Tweeters in G8:
@silvy6701
@fabius10scudi
@fdragoni
@auricchioaurora
@giuslit
@empfindsamers
@quimediaset_it
@spiritodelbosco
@laveritaweb
@boezio_severino

Top Tweeters in G9:
@yuhline
@vocalnewyork
@jessicaramos
@joannesimonbk52
@votejgr
@lindabrosenthal
@harveyforny
@emilyassembly
@housing4allny
@marcelaforny

Top Tweeters in G10:
@mauriziofuochi
@lucaarggh
@eleesse77
@barbarab1974
@slimnessseeker
@the_bud_ita
@salvatorescuto2
@silviatromby
@ottomorselli
@veritasvper