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aspen institute_2021-06-17_08-34-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 17, 2021
Short Description:
aspen institute via NodeXL https://bit.ly/3gB6mV4
@aspeninstitute
@giorgiameloni
@aspenlatinos
@upr_asselineau
@aspencsg
@mistamist4468
@a_meluzzi
@zzzz88a
@coach_ad
@alessan49159179

Top hashtags:
#tuesdaytips
#rivista
#italia
#riflessioni
#weaverawards
#niri21

Description:
Description
The graph represents a network of 469 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, 17 June 2021 at 15:34 UTC.

The requested start date was Thursday, 17 June 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, 18-hour, 0-minute period from Thursday, 03 June 2021 at 01:33 UTC to Wednesday, 16 June 2021 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 : 469
Unique Edges : 299
Edges With Duplicates : 400
Total Edges : 699
Number of Edge Types : 5
Replies to : 62
Tweet : 84
Retweet : 188
MentionsInRetweet : 232
Mentions : 133
Self-Loops : 88
Reciprocated Vertex Pair Ratio : 0.0293398533007335
Reciprocated Edge Ratio : 0.0570071258907363
Connected Components : 115
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 102
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.411289
Graph Density : 0.00191806535090117
Modularity : 0.609558
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 469 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, 17 June 2021 at 15:34 UTC.

The requested start date was Thursday, 17 June 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, 18-hour, 0-minute period from Thursday, 03 June 2021 at 01:33 UTC to Wednesday, 16 June 2021 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:
[14] https://dailycaller.com/2021/06/15/american-principles-project-aspen-institute-prince-harry-kathryn-murdoch/
[9] https://twitter.com/UPSPolicy/status/1398027801589174274?s=20
[5] https://formiche.net/2021/02/meloni-lamericana-se-la-leader-di-fdi-entra-nellaspen-institute/
[4] https://technical.ly/baltimore/2021/06/02/weaver-awards-aspen-m-t?utm_content=buffer7c68e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.aspeninstitute.org/blog-posts/place-matters-suiting-climate-solutions-to-rural-regions/
[3] https://www.aspeninstitute.org/publications/opening-the-990/
[3] https://twitter.com/aspendigital/status/1400485381355708424
[2] https://www.aspeninstitute.org/blog-posts/why-society-must-address-intersectional-discrimination/
[2] https://thedailyrecord.com/2021/06/02/mt-aspen-institute-to-aid-grassroots-initiatives-in-baltimore/
[2] https://voltaire77.blogspot.com/2021/06/artigo-cientifico-do-salk-institute.html?spref=tw

Top URLs in Tweet in G1:
[2] https://www.aspeninstitute.org/blog-posts/why-society-must-address-intersectional-discrimination/
[2] https://koyapartners.com/search/aspen-institute-vp-agln/
[2] https://www.newark-oyn.org/updates/noyn-earns-300k-grant-from-aspen-institute
[2] https://www.aspeninstitute.org/podcasts/mapping-injustice/
[2] https://www.aspeninstitute.org/blog-posts/breaking-boundaries-to-build-back-better/
[2] https://www.aspeninstitute.org/publications/opening-the-990/
[1] https://ihccbusiness.net/ihcc-news/ihcc-aspen-institute-latino-owned-businesses-ailas/
[1] https://www.aspeninstitute.org/news/press-release/new-aspen-institute-initiative-to-support-hard-hit-latino-owned-businesses/?fbclid=IwAR3-URP6P82rsx6x-7lOt243o3xK9a689xmneV2_AdGisur_IK-FKcB8Qcs
[1] https://www.aspeninstitute.org/news/press-release/new-aspen-institute-initiative-to-support-hard-hit-latino-owned-businesses/
[1] https://www.statnews.com/2020/02/11/major-drug-makers-havent-stepped-up-to-manufacture-coronavirus-vaccine-top-u-s-health-official-says/

Top URLs in Tweet in G2:
[9] https://twitter.com/UPSPolicy/status/1398027801589174274?s=20
[3] https://dailycaller.com/2021/06/15/american-principles-project-aspen-institute-prince-harry-kathryn-murdoch/
[2] https://www.aspenpublicradio.org/arts-culture/2021-06-04/aspen-film-aspen-institute-highlight-trailblazers-for-this-years-new-views-documentaries-series
[2] https://aspeninstitute.hrmdirect.com/employment/view.php?req=1624820
[2] https://tweetedtimes.com/GastroBuzz/gastrobuzz?s=tnp
[2] https://voltaire77.blogspot.com/2021/06/artigo-cientifico-do-salk-institute.html?spref=tw
[1] https://www.facebook.com/modex.tech.team/posts/1128732680968988
[1] https://baltimorefishbowl.com/stories/mt-bank-and-the-aspen-institute-will-provide-70k-in-grants-to-baltimore-residents-who-weave-communities-together/
[1] https://www.aspeninstitute.org/podcasts/unequal-from-the-start-racisms-deep-roots-in-american-medicine/
[1] https://www.aspeninstitute.org/blog-posts/the-relationalist-manifesto/

Top URLs in Tweet in G3:
[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 G5:
[1] https://www.aspeninstitute.org/wp-content/uploads/2021/05/2021_Aspen_RSS_LargeRuralSchools-Report_FINAL.pdf

Top URLs in Tweet in G7:
[10] https://dailycaller.com/2021/06/15/american-principles-project-aspen-institute-prince-harry-kathryn-murdoch/
[1] https://dailycaller.com/2021/06/15/american-principles-project-aspen-institute-prince-harry-kathryn-murdoch/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G8:
[1] https://inews.co.uk/news/megan-markle-prince-harry-lilibet-maternity-paternity-leave-several-months-1040164?ITO=newsnow

Top URLs in Tweet in G9:
[5] https://formiche.net/2021/02/meloni-lamericana-se-la-leader-di-fdi-entra-nellaspen-institute/
[1] https://twitter.com/PraesesMundi/status/1404081483216785417

Top URLs in Tweet in G10:
[4] https://technical.ly/baltimore/2021/06/02/weaver-awards-aspen-m-t?utm_content=buffer7c68e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://technical.ly/baltimore/2021/06/02/weaver-awards-aspen-m-t/
[1] https://thedailyrecord.com/2021/06/02/mt-aspen-institute-to-aid-grassroots-initiatives-in-baltimore/
[1] https://www.bizjournals.com/baltimore/news/2021/06/02/mt-bank-aspen-institute-partner-grant-program.html?b=1622637108%5E21916634
[1] https://technical.ly/baltimore/2021/06/02/weaver-awards-aspen-m-t?utm_content=buffer1149b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[26] aspeninstitute.org
[22] twitter.com
[16] dailycaller.com
[7] technical.ly
[5] formiche.net
[5] dy.si
[4] linkedin.com
[3] tweetedtimes.com
[3] nabjcareers.org
[2] thedailyrecord.com

Top Domains in Tweet in G1:
[14] aspeninstitute.org
[2] koyapartners.com
[2] newark-oyn.org
[1] ihccbusiness.net
[1] statnews.com
[1] wufoo.com
[1] tapinto.net
[1] tendo.com
[1] zoom.us
[1] twitter.com

Top Domains in Tweet in G2:
[10] twitter.com
[5] aspeninstitute.org
[4] dailycaller.com
[3] tweetedtimes.com
[2] aspenpublicradio.org
[2] dy.si
[2] nahjcareers.org
[2] baltimoretimes-online.com
[2] hrmdirect.com
[2] linkedin.com

Top Domains in Tweet in G3:
[1] byoblu.com

Top Domains in Tweet in G5:
[1] aspeninstitute.org

Top Domains in Tweet in G7:
[11] dailycaller.com

Top Domains in Tweet in G8:
[1] co.uk

Top Domains in Tweet in G9:
[5] formiche.net
[1] twitter.com

Top Domains in Tweet in G10:
[7] technical.ly
[1] thedailyrecord.com
[1] bizjournals.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] tuesdaytips
[5] rivista
[5] italia
[5] riflessioni
[4] weaverawards
[2] niri21
[2] ruralinnovation
[2] forestry
[2] aspen
[2] alto



Top Hashtags in Tweet in G1:
[1] chicago
[1] clab
[1] latinosadvance
[1] latinobusiness
[1] coronavirus
[1] covid19
[1] aspenhealthgroup
[1] adaptable
[1] resilient
[1] clientshoutout

Top Hashtags in Tweet in G2:
[2] aspen
[2] alto
[1] morelatinosinnews
[1] sac
[1] accd
[1] satx
[1] aspenideas
[1] thoughtleadership
[1] arriba
[1] abernathy

Top Hashtags in Tweet in G5:
[20] tuesdaytips

Top Hashtags in Tweet in G10:
[4] weaverawards
[1] weavingcommunity
[1] baltimore
[1] baltimorecity
[1] regiononpoint
[1] funding
[1] community
[1] weaveraward
[1] cheftommy
[1] mtbmwob

Top Words
Top Words in Tweet in Entire Graph:
[293] institute
[254] aspen
[57] meloni
[32] giorgia
[31] l'aspen
[29] note
[29] depuis
[29] accepté
[29] d'entrer
[29] qualification

Top Words in Tweet in G1:
[30] aspen
[21] institute
[18] aspeninstitute
[10] aspenlatinos
[8] city
[6] launched
[6] learning
[6] action
[6] lab
[6] today

Top Words in Tweet in G2:
[40] aspen
[34] institute
[10] learn
[9] support
[9] local
[9] latino
[9] business
[9] owners
[7] program
[5] college

Top Words in Tweet in G3:
[25] institute
[24] giorgiameloni
[19] non
[16] tutto
[15] cambia
[15] cambiare
[15] entra
[15] nell'aspen
[15] presidente
[15] giulio

Top Words in Tweet in G4:
[29] note
[29] depuis
[29] giorgia
[29] meloni
[29] accepté
[29] d'entrer
[29] l'aspen
[29] institute
[29] qualification
[29] d'

Top Words in Tweet in G5:
[21] aspen
[21] institute
[20] #tuesdaytips
[20] keep
[20] mind
[20] help
[20] promote
[20] multi
[20] sport
[20] participation

Top Words in Tweet in G6:
[17] 25
[17] aspen
[17] institute
[17] amplamente
[17] financiado
[17] fundações
[17] carnegie
[17] corporation
[17] rockefeller
[17] brothers

Top Words in Tweet in G7:
[12] dailycaller
[11] institute
[11] disinformation
[10] exclusive
[10] aspen
[8] top
[8] conservative
[8] group
[8] slams
[8] hypocrisy

Top Words in Tweet in G8:
[14] aspen
[14] institute
[13] ceebee64495886
[13] mean
[13] months
[13] silence
[13] deceitful
[13] duo
[13] betterup
[2] work

Top Words in Tweet in G9:
[13] meloni
[9] come
[8] bello
[8] c'è
[8] gente
[8] meraviglia
[8] anche
[8] avesse
[8] vissuto
[8] marte

Top Words in Tweet in G10:
[8] aspen
[7] 7000
[7] institute
[6] baltimore
[6] technicallybmr
[6] bank
[4] #weaverawards
[4] honor
[4] neighborhoods
[4] projects

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[224] aspen,institute
[31] giorgia,meloni
[31] l'aspen,institute
[29] note,depuis
[29] depuis,giorgia
[29] meloni,accepté
[29] accepté,d'entrer
[29] d'entrer,l'aspen
[29] institute,qualification
[29] qualification,d'

Top Word Pairs in Tweet in G1:
[21] aspen,institute
[11] institute,aspeninstitute
[6] city,learning
[6] learning,action
[6] action,lab
[5] today,launched
[5] launched,aspen
[5] institute,city
[5] lab,longbeachcity
[5] longbeachcity,sbcitygov

Top Word Pairs in Tweet in G2:
[32] aspen,institute
[9] learn,support
[9] support,local
[9] local,latino
[9] latino,business
[9] business,owners
[9] owners,aspen
[5] aspen,institute's
[3] bank,aspen
[3] institute,see

Top Word Pairs in Tweet in G3:
[15] tutto,cambia
[15] cambia,non
[15] non,cambiare
[15] cambiare,giorgiameloni
[15] giorgiameloni,entra
[15] entra,nell'aspen
[15] nell'aspen,institute
[15] institute,presidente
[15] presidente,giulio
[15] giulio,tremonti

Top Word Pairs in Tweet in G4:
[29] note,depuis
[29] depuis,giorgia
[29] giorgia,meloni
[29] meloni,accepté
[29] accepté,d'entrer
[29] d'entrer,l'aspen
[29] l'aspen,institute
[29] institute,qualification
[29] qualification,d'
[29] d',extrême

Top Word Pairs in Tweet in G5:
[21] aspen,institute
[20] #tuesdaytips,keep
[20] keep,mind
[20] mind,help
[20] help,promote
[20] promote,multi
[20] multi,sport
[20] sport,participation
[20] participation,young
[20] young,athletes

Top Word Pairs in Tweet in G6:
[17] 25,aspen
[17] aspen,institute
[17] institute,amplamente
[17] amplamente,financiado
[17] financiado,fundações
[17] fundações,carnegie
[17] carnegie,corporation
[17] corporation,rockefeller
[17] rockefeller,brothers
[17] brothers,fund

Top Word Pairs in Tweet in G7:
[10] aspen,institute
[8] exclusive,top
[8] top,conservative
[8] conservative,group
[8] group,slams
[8] slams,aspen
[8] institute,disinformation
[8] disinformation,hypocrisy
[8] hypocrisy,letter
[8] letter,dailycaller

Top Word Pairs in Tweet in G8:
[14] aspen,institute
[13] mean,months
[13] months,silence
[13] silence,deceitful
[13] deceitful,duo
[13] duo,betterup
[13] betterup,aspen
[12] ceebee64495886,mean

Top Word Pairs in Tweet in G9:
[8] bello,c'è
[8] c'è,gente
[8] gente,meraviglia
[8] meraviglia,anche
[8] anche,come
[8] come,avesse
[8] avesse,vissuto
[8] vissuto,marte
[8] marte,meloni
[8] meloni,socio

Top Word Pairs in Tweet in G10:
[7] aspen,institute
[4] institute,bank
[4] bank,give
[4] give,7000
[4] 7000,baltimore
[4] baltimore,neighborhood
[4] neighborhood,connectors
[3] #weaverawards,honor
[3] honor,weavers
[3] weavers,working

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@upr_asselineau
@aspeninstitute
@giorgiameloni
@coach_ad
@bveralu
@laperlaneranera
@dailycaller
@ceebee64495886
@aspenlatinos
@uchipolitics

Top Mentioned in G1:
@aspeninstitute
@aspenlatinos
@longbeachcity
@sbcitygov
@chicagomayor
@elpasotxgov
@carlomurguia
@huntfamilyfdn
@koyapartners
@rikidscount

Top Mentioned in G2:
@librariesval
@aspenworkforce

Top Mentioned in G3:
@giorgiameloni
@laperlaneranera
@fratelliditalia
@myrtamerlino
@joker__reloaded
@a_meluzzi

Top Mentioned in G4:
@upr_asselineau

Top Mentioned in G5:
@coach_ad
@aspeninstsports

Top Mentioned in G6:
@bveralu

Top Mentioned in G7:
@dailycaller
@foxnews

Top Mentioned in G8:
@ceebee64495886

Top Mentioned in G9:
@fuoridaquestaue
@bsanturbano
@gitro77
@peter_italy

Top Mentioned in G10:
@technicallybmr
@weavetheppl
@mddailyrecord
@baltbizonline

Top Tweeters
Top Tweeters in Entire Graph:
@chris_1791
@billm9
@votezpoisson
@carrybeyond
@kentpg
@foxnews
@yi_benevolence
@colormered
@eiconfidente
@a_meluzzi

Top Tweeters in G1:
@mrpug94
@statnews
@ventureneer
@aspeninstitute
@jeannebellnp
@jm3wealth
@longbeachcity
@crys78
@rikidscount
@elpasotxgov

Top Tweeters in G2:
@librariesval
@damianeudy
@workmoneyfun
@burkelynne
@nahj
@muslimarc
@mandogoes4gold
@wflo
@donjohnt1
@aspenworkforce

Top Tweeters in G3:
@daninovaro
@fratelliditalia
@clastella2017
@laperlaneranera
@joker__reloaded
@irritatrix
@butera_linda
@loredanataberl1
@myrtamerlino
@giorgiameloni

Top Tweeters in G4:
@votezpoisson
@yi_benevolence
@loren_ch
@petitoursonnes
@debrouille92
@georges_resist
@chriss17031
@avinoloredana
@uprtarn
@emiliobolles

Top Tweeters in G5:
@baseballdanilu
@glenwoodrams
@snovalleysports
@aspeninstsports
@coach_ad
@coachsessa
@pj23track
@markyfontz
@dgill10
@amjalisa

Top Tweeters in G6:
@about_di
@erodrigomariano
@mariomarcio25
@anaferreira227
@cimoflorencio
@marinal22068374
@rosemei34368445
@rosiliol
@katiaol01598825
@bveralu

Top Tweeters in G7:
@chris_1791
@kentpg
@foxnews
@colormered
@dailycaller
@wandarufin
@helpmerhonda49
@2_firebaugh
@kerrykelly514
@aspen_lindsay

Top Tweeters in G8:
@asheeka1
@jackaranian
@suethemackgirl
@lindajoy54
@gaynorbenson
@momloves3
@salty_duchess
@luca31404488
@ridiculouspoppy
@ceebee64495886

Top Tweeters in G9:
@peter_italy
@tamangha
@gitro77
@tribonacci1
@matteo0923
@th3p3ck
@bsanturbano
@privatebusiness
@fuoridaquestaue
@clarkke25897431

Top Tweeters in G10:
@stem_nastics
@bmore_amn
@baltbizonline
@mddailyrecord
@technicallybmr
@jaimeelskoe
@ecocollaborator
@econ_alliance
@weavetheppl
@bmorehomecoming