aspen institute, Twitter, 6/10/2021 5:56:11 PM, 256614


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aspen institute_2021-06-10_08-34-02.xlsx
aspen institute_2021-06-10_08-34-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2021
Short Description:
aspen institute via NodeXL https://bit.ly/3pDV4T0
@aspeninstitute
@giorgiameloni
@alessan49159179
@a_meluzzi
@domenicinvictus
@planetarysound
@tendowork
@chartergrowth
@baltbizonline
@aspenascend

Top hashtags:
#throwback
#aspenprize
#browardcollege
#employeeownership

Description:
Description
The graph represents a network of 399 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, 10 June 2021 at 15:34 UTC.

The requested start date was Thursday, 10 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, 15-hour, 31-minute period from Thursday, 27 May 2021 at 05:00 UTC to Wednesday, 09 June 2021 at 20:32 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 : 399
Unique Edges : 298
Edges With Duplicates : 259
Total Edges : 557
Number of Edge Types : 5
Tweet : 84
Retweet : 105
MentionsInRetweet : 163
Replies to : 60
Mentions : 145
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.0116279069767442
Reciprocated Edge Ratio : 0.0229885057471264
Connected Components : 120
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 39
Maximum Edges in a Connected Component : 75
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.1166
Graph Density : 0.00219140816866286
Modularity : 0.659424
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 399 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, 10 June 2021 at 15:34 UTC.

The requested start date was Thursday, 10 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, 15-hour, 31-minute period from Thursday, 27 May 2021 at 05:00 UTC to Wednesday, 09 June 2021 at 20:32 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:
[18] https://twitter.com/UPSPolicy/status/1398027801589174274?s=20
[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/publications/opening-the-990/
[3] https://www.aspeninstitute.org/podcasts/mapping-injustice/
[3] https://twitter.com/aspendigital/status/1400485381355708424
[3] https://technical.ly/baltimore/2021/06/02/weaver-awards-aspen-m-t/
[2] https://aspeninstitute.hrmdirect.com/employment/view.php?req=1624820
[2] https://tweetedtimes.com/GastroBuzz/gastrobuzz?s=tnp
[2] https://www.newark-oyn.org/updates/noyn-earns-300k-grant-from-aspen-institute
[2] https://koyapartners.com/search/aspen-institute-vp-agln/

Top URLs in Tweet in G1:
[17] https://twitter.com/UPSPolicy/status/1398027801589174274?s=20
[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
[1] http://vieclam.nguontinviet.com/Global
[1] https://universitybusiness.com/the-8-ways-colleges-can-lessen-stress-on-student-parents/
[1] https://www.youtube.com/watch?v=L5tU5ArYi7g&feature=youtu.be

[1] https://www.aspendailynews.com/opinion/parrott-paying-homage-to-people-and-place/article_32fe1ca0-bf4c-11eb-a0e7-9f011d0b88b5.html
[1] https://www.aspendailynews.com/news/aspen-film-announces-slew-of-upcoming-documentaries/article_3fd94df2-be96-11eb-b4c4-235dc24a7c09.html
[1] https://technical.ly/baltimore/2021/06/02/weaver-awards-aspen-m-t

Top URLs in Tweet in G2:
[3] https://www.aspeninstitute.org/podcasts/mapping-injustice/
[2] https://www.newark-oyn.org/updates/noyn-earns-300k-grant-from-aspen-institute
[2] https://koyapartners.com/search/aspen-institute-vp-agln/
[2] https://www.aspeninstitute.org/blog-posts/breaking-boundaries-to-build-back-better/
[2] https://www.aspeninstitute.org/publications/opening-the-990/
[2] https://www.aspeninstitute.org/blog-posts/building-the-infrastructure-of-opportunity-for-american-latinos/?utm_source=iContact&utm_medium=email&utm_campaign=communications-department&utm_content=Meet+the+Aspen+Prize+winner+-+newsletter
[1] https://www.aspeninstitute.org/publications/perspective-from-the-pandemic/
[1] https://www.forbes.com/sites/debgordon/2021/05/20/race-and-ethnicity-are-bigger-risks-in-childbirth-than-age-new-study-shows/?sh=6be17d06564f
[1] https://www.aspeninstitute.org/events/the-view-from-accra-a-live-conversation-with-president-of-ghana-nana-akufo-addo/
[1] https://www.tapinto.net/towns/newark/sections/giving-back/articles/newark-nonprofit-receives-300k-grant-to-better-serve-programs-for-city-s-opportunity-youth

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 G4:
[1] https://inews.co.uk/news/megan-markle-prince-harry-lilibet-maternity-paternity-leave-several-months-1040164?ITO=newsnow

Top URLs in Tweet in G5:
[1] https://ascend.aspeninstitute.org/announcing-aspen-institute-fatherhood-learning-and-action-community/
[1] https://ascend.aspeninstitute.org/new-study-student-parents-in-college-experience-unique-mental-health-challenges-but-lack-access-to-support-on-campus/

Top URLs in Tweet in G6:
[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

Top URLs in Tweet in G7:
[2] https://www.aspeninstitute.org/events/can-employee-share-ownership-improve-racial-and-gender-wealth-equity/
[1] https://www.aspeninstitute.org/publications/race-and-gender-wealth-equity-and-the-role-of-employee-share-ownership/

Top URLs in Tweet in G8:
[1] https://www.amarillo.com/story/opinion/2021/05/28/rising-star-honor-affirms-vision-work-amarillo-college/5245716001/
[1] https://www.amarillo.com/story/news/2021/05/18/amarillo-college-receives-rising-star-award-aspen-institute/5128329001/
[1] https://www.youtube.com/watch?v=L5tU5ArYi7g&feature=youtu.be


Top URLs in Tweet in G9:
[1] https://www.sourcewatch.org/index.php/Aspen_Institute_/_Aspen_Strategy_Group
[1] https://www.sourcewatch.org/index.php/Richard_Burt

Top Domains
Top Domains in Tweet in Entire Graph:
[29] twitter.com
[22] aspeninstitute.org
[9] technical.ly
[4] dy.si
[4] youtube.com
[3] hrmdirect.com
[3] nabjcareers.org
[2] tweetedtimes.com
[2] bloomberglaw.com
[2] zoom.us

Top Domains in Tweet in G1:
[18] twitter.com
[3] aspeninstitute.org
[2] aspendailynews.com
[2] technical.ly
[2] aspenpublicradio.org
[2] dy.si
[2] nahjcareers.org
[2] baltimoretimes-online.com
[2] hrmdirect.com
[2] tweetedtimes.com

Top Domains in Tweet in G2:
[12] aspeninstitute.org
[2] newark-oyn.org
[2] koyapartners.com
[2] bizjournals.com
[1] forbes.com
[1] tapinto.net
[1] tendo.com
[1] zoom.us
[1] twitter.com
[1] nationalnonprofits.org

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

Top Domains in Tweet in G4:
[1] co.uk

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

Top Domains in Tweet in G6:
[1] aspeninstitute.org

Top Domains in Tweet in G7:
[3] aspeninstitute.org

Top Domains in Tweet in G8:
[2] amarillo.com
[1] youtube.com

Top Domains in Tweet in G9:
[2] sourcewatch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] throwback
[7] aspenprize
[7] browardcollege
[4] employeeownership
[2] fatherhood
[2] talkopportunity
[2] csr
[2] nonprofitjobs
[2] dcjobs
[2] bcproud



Top Hashtags in Tweet in G1:
[1] viec
[1] highered
[1] highereducation
[1] college
[1] universities
[1] mentalhealth
[1] finance
[1] students
[1] parents
[1] throwback

Top Hashtags in Tweet in G2:
[2] nonprofitjobs
[2] dcjobs
[1] adaptable
[1] resilient
[1] clientshoutout
[1] baltimore
[1] community
[1] awards
[1] philanthropy

Top Hashtags in Tweet in G5:
[2] fatherhood

Top Hashtags in Tweet in G6:
[1] clab
[1] latinosadvance
[1] latinobusiness

Top Hashtags in Tweet in G7:
[4] employeeownership
[2] talkopportunity

Top Hashtags in Tweet in G8:
[6] throwback
[6] aspenprize
[6] browardcollege
[1] amarillo
[1] tx13
[1] bcproud

Top Words
Top Words in Tweet in Entire Graph:
[232] institute
[207] aspen
[38] non
[25] giorgiameloni
[24] aspeninstitute
[21] local
[21] learn
[20] business
[19] june
[19] support

Top Words in Tweet in G1:
[56] aspen
[52] institute
[18] learn
[18] local
[17] support
[17] latino
[17] business
[17] owners
[8] program
[6] american

Top Words in Tweet in G2:
[24] aspeninstitute
[19] aspen
[16] institute
[6] community
[5] health
[5] better
[4] city
[4] job
[4] opportunity
[4] opening

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

Top Words in Tweet in G4:
[12] aspen
[12] institute
[11] ceebee64495886
[11] mean
[11] months
[11] silence
[11] deceitful
[11] duo
[11] betterup
[2] work

Top Words in Tweet in G5:
[3] aspenascend
[3] student
[3] parents
[3] superheroes
[3] superhuman
[3] degree
[3] anne
[3] mosle
[3] ascend
[2] before

Top Words in Tweet in G6:
[3] today
[3] launched
[3] aspen
[3] institute
[3] city
[3] learning
[3] action
[3] lab
[3] longbeachcity
[3] sbcitygov

Top Words in Tweet in G7:
[5] aspen_boi
[4] #employeeownership
[4] aspenworkforce
[4] institute_coop
[3] guests
[3] recologywz
[3] iasp_heller
[3] equity
[2] #talkopportunity
[2] citi

Top Words in Tweet in G8:
[9] named
[7] watch
[6] #throwback
[6] last
[6] week's
[6] #aspenprize
[6] party
[6] campus
[6] #browardcollege
[6] finalist

Top Words in Tweet in G9:
[11] aspen
[11] institute
[10] international
[9] tentoads4truth
[9] thomass4217
[9] humanistic
[9] studies
[9] aihs
[9] describes
[9] itself

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[185] aspen,institute
[19] nell'aspen,institute
[18] learn,support
[18] support,local
[18] local,latino
[18] latino,business
[18] business,owners
[18] owners,aspen
[15] tutto,cambia
[15] cambia,non

Top Word Pairs in Tweet in G1:
[46] aspen,institute
[17] learn,support
[17] support,local
[17] local,latino
[17] latino,business
[17] business,owners
[17] owners,aspen
[4] bank,aspen
[4] aspen,institute's
[2] aspen,prize

Top Word Pairs in Tweet in G2:
[16] aspen,institute
[11] institute,aspeninstitute
[3] june,2021
[3] institute,health
[3] health,innovators
[3] innovators,fellow
[3] fellow,gordondeb
[3] gordondeb,forbes
[3] forbes,data
[3] data,bcbsassociation

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:
[12] aspen,institute
[11] mean,months
[11] months,silence
[11] silence,deceitful
[11] deceitful,duo
[11] duo,betterup
[11] betterup,aspen
[10] ceebee64495886,mean

Top Word Pairs in Tweet in G5:
[3] student,parents
[3] parents,superheroes
[3] superheroes,superhuman
[3] superhuman,degree
[3] degree,anne
[3] anne,mosle
[3] mosle,ascend
[2] before,convening
[2] convening,learn
[2] learn,ascend's

Top Word Pairs in Tweet in G6:
[3] today,launched
[3] launched,aspen
[3] aspen,institute
[3] institute,city
[3] city,learning
[3] learning,action
[3] action,lab
[3] lab,longbeachcity
[3] longbeachcity,sbcitygov
[3] sbcitygov,chicagomayor

Top Word Pairs in Tweet in G7:
[4] aspenworkforce,aspen_boi
[3] guests,recologywz
[3] recologywz,iasp_heller
[2] iasp_heller,institute_coop
[2] institute_coop,citi
[2] citi,marketplace
[2] video,œcan
[2] œcan,#employeeownership
[2] #employeeownership,improve
[2] improve,racial

Top Word Pairs in Tweet in G8:
[6] #throwback,last
[6] last,week's
[6] week's,#aspenprize
[6] #aspenprize,watch
[6] watch,party
[6] party,campus
[6] campus,#browardcollege
[6] #browardcollege,named
[6] named,finalist
[6] finalist,distinction

Top Word Pairs in Tweet in G9:
[11] aspen,institute
[9] thomass4217,aspen
[9] institute,humanistic
[9] humanistic,studies
[9] studies,aihs
[9] aihs,describes
[9] describes,itself
[9] itself,international
[9] international,non
[9] non,profit

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspeninstitute
@giorgiameloni
@laperlaneranera
@ceebee64495886
@tentoads4truth
@thomass4217
@uchipolitics
@technicallybmr
@gmfus
@shiramstein

Top Mentioned in G1:
@olaasm

Top Mentioned in G2:
@aspeninstitute
@gordondeb
@forbes
@bcbsassociation
@koyapartners
@rikidscount
@mandt_bank
@oyn_newark
@workingmetrics
@ldschlang

Top Mentioned in G3:
@giorgiameloni
@laperlaneranera
@fratelliditalia
@joker__reloaded
@a_meluzzi
@michele_fx
@staseraitalia

Top Mentioned in G4:
@ceebee64495886

Top Mentioned in G5:
@aspenascend
@verainstitute
@first5alameda
@cfuf_baltimore
@kresgehumansvcs
@nicolelynnlewis
@saragoldrickrab
@arielventura_
@iijesusb
@mrddjackson

Top Mentioned in G6:
@longbeachcity
@sbcitygov
@chicagomayor
@elpasotxgov
@aspenlatinos
@cosagov
@ihccbusiness
@sttefoundation
@prosperwestsa

Top Mentioned in G7:
@aspen_boi
@aspenworkforce
@institute_coop
@recologywz
@iasp_heller
@citi
@marketplace
@ru_smlr
@theselc

Top Mentioned in G8:
@browardcollege
@amarillocollege
@aspenhighered
@repronnyjackson

Top Mentioned in G9:
@tentoads4truth
@thomass4217

Top Mentioned in G10:
@thinkforeurope
@cepbelgrade
@csf_wb
@aspengermany
@sudosteuropa
@idscs_skopje
@biepag
@eu_near

Top Tweeters
Top Tweeters in Entire Graph:
@repubblica
@lavenderblue27
@carrybeyond
@all435reps
@a_meluzzi
@pen_bird
@suliajenifa
@dailycaller
@allafrica
@twittgiorgio

Top Tweeters in G1:
@olaasm
@workmoneyfun
@ivanbot007
@davidcranmerun1
@nahj
@muslimarc
@mandogoes4gold
@wflo
@ia
@technical_ly

Top Tweeters in G2:
@forbes
@eric_hontz
@blacksheepants
@baltbizonline
@ventureneer
@aspeninstitute
@jeannebellnp
@bcbsassociation
@rikidscount
@natlnonprofits

Top Tweeters in G3:
@daninovaro
@fratelliditalia
@clastella2017
@laperlaneranera
@joker__reloaded
@irritatrix
@swan92678832
@butera_linda
@seredomenici
@loredanataberl1

Top Tweeters in G4:
@asheeka1
@jackaranian
@suethemackgirl
@lindajoy54
@gaynorbenson
@momloves3
@salty_duchess
@ridiculouspoppy
@ceebee64495886
@tips_talk

Top Tweeters in G5:
@saragoldrickrab
@verainstitute
@aspenascend
@nicolelynnlewis
@first5alameda
@kresgehumansvcs
@cfuf_baltimore
@angelaboogie
@iijesusb
@aawccnatl

Top Tweeters in G6:
@longbeachcity
@elpasotxgov
@cosagov
@mcastillowrites
@aspenlatinos
@prosperwestsa
@ihccbusiness
@chicagomayor
@sbcitygov
@sttefoundation

Top Tweeters in G7:
@marketplace
@citi
@aspenworkforce
@conway_maureen
@aspen_boi
@theselc
@mulengaricardo
@ru_smlr
@iasp_heller
@institute_coop

Top Tweeters in G8:
@all435reps
@amarilloglobe
@svtsleds
@browardcollege
@raimondoosvaldo
@amarillocollege
@targetx
@aspenhighered
@keyedwarda
@fcspresidents

Top Tweeters in G9:
@carrybeyond
@pen_bird
@tentoads4truth
@thomass4217
@bugjudy
@ddavenport213
@greenwichita
@cperry_17
@pattyq77
@what_the_hale_m

Top Tweeters in G10:
@eu_near
@cepbelgrade
@martialis1
@idscs_skopje
@milenalazarevic
@aspengermany
@biepag
@thinkforeurope
@csf_wb
@sudosteuropa