aspen institute, Twitter, 9/17/2020 6:26:25 PM, 235337


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aspen institute_2020-09-17_08-44-57.xlsx
aspen institute_2020-09-17_08-44-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
aspen institute via NodeXL https://bit.ly/2EbadaZ
@aspeninstitute
@realdonaldtrump
@thomasebrown3
@artistinaspen
@minstrelgirl56
@pubperspectives
@aspencsg
@tippytopshapeu
@joannepappas4
@suzanne__s

Top hashtags:
#publishing
#fed
#diversity
#icymi
#usa
#aspen

Description:
Description
The graph represents a network of 507 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 September 2020 at 15:46 UTC.

The requested start date was Thursday, 17 September 2020 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, 10-hour, 15-minute period from Thursday, 03 September 2020 at 10:56 UTC to Wednesday, 16 September 2020 at 21:12 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 : 507
Unique Edges : 346
Edges With Duplicates : 557
Total Edges : 903
Number of Edge Types : 5
Replies to : 47
Mentions : 367
Tweet : 94
Retweet : 146
MentionsInRetweet : 249
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.0218340611353712
Reciprocated Edge Ratio : 0.0427350427350427
Connected Components : 126
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 145
Maximum Edges in a Connected Component : 274
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.59037
Graph Density : 0.00182426269382791
Modularity : 0.533852
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 507 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 September 2020 at 15:46 UTC.

The requested start date was Thursday, 17 September 2020 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, 10-hour, 15-minute period from Thursday, 03 September 2020 at 10:56 UTC to Wednesday, 16 September 2020 at 21:12 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:
[17] https://publishingperspectives.com/2020/09/aspen-institute-changing-the-narrative-on-diversity-in-publishing/
[12] https://www.aspeninstitute.org/blog-posts/the-covid-19-eviction-crisis-an-estimated-30-40-million-people-in-america-are-at-risk/
[11] https://www.aspeninstitute.org/blog-posts/what-the-pandemic-has-revealed-about-the-role-of-schools/
[3] https://www.aspeninstitute.org/blog-posts/assessing-the-broader-impact-of-business/
[3] https://www.aspentimes.com/news/weekly/anna-deveare-smith-returning-to-aspen-institute-for-virtual-event/
[2] https://ascend.aspeninstitute.org/resources/aspen-institute-postsecondary-success-for-parents-initiative-advisors-booklet/
[2] https://peopleofcolorintech.com/articles/where-latinx-founders-can-find-funding-resources-and-more/
[2] https://www.aspeninstitute.org/blog-posts/teaching-business-students-in-a-warming-world/
[2] https://www.aspeninstitute.org/events/roads3/
[2] https://www.aspeninstitute.org/events/aspen-tech-policy-hub-covid-challenge-grant-demo-day-responding-to-social-isolation-through-education-and-the-arts/

Top URLs in Tweet in G1:
[5] https://publishingperspectives.com/2020/09/aspen-institute-changing-the-narrative-on-diversity-in-publishing/
[3] https://www.aspeninstitute.org/blog-posts/the-covid-19-eviction-crisis-an-estimated-30-40-million-people-in-america-are-at-risk/
[2] https://www.leavingnigeria.com/featured/1038/the-aspen-institute-new-voices-fellowship-2021/
[2] https://publishingperspectives.com/2020/09/aspen-institute-changing-the-narrative-on-diversity-in-publishing/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/playing-sports.html
[2] https://www.aspeninstitute.org/blog-posts/what-the-pandemic-has-revealed-about-the-role-of-schools/
[1] https://www.youtube.com/watch?v=nw7kM2MZd5Q&feature=youtu.be

[1] https://insights.som.yale.edu/insights/leading-through-covid-climate-for-change
[1] https://www.leavingnigeria.com/fellowships/1038/the-aspen-institute-new-voices-fellowship-2021/
[1] https://www.avail.co/blog/cdc-halts-nationwide-evictions-due-to-covid-19?channel=social&utm_campaign=covid19&utm_source=twitter&utm_medium=social&utm_content=cdc+halts+nationwide+evictions+due+to+covid+19

Top URLs in Tweet in G3:
[9] https://www.aspeninstitute.org/blog-posts/what-the-pandemic-has-revealed-about-the-role-of-schools/
[7] https://www.aspeninstitute.org/blog-posts/the-covid-19-eviction-crisis-an-estimated-30-40-million-people-in-america-are-at-risk/
[2] https://www.aspeninstitute.org/blog-posts/assessing-the-broader-impact-of-business/
[1] https://www.aspeninstitute.org/events/mccloskey-speaker-series-the-tyranny-of-merit-whats-become-of-the-common-good/
[1] https://www.aspeninstitute.org/publications/the-cycle-of-savings/
[1] https://www.aspeninstitute.org/videos/toward-stakeholder-capitalism-the-business-roundtable-statement-in-2020/
[1] https://www.aspeninstitute.org/blog-posts/support-rural-students-uncertain-times/?utm_source=iContact&utm_medium=email&utm_campaign=The+Aspen+Institute&utm_content=Ed+Equity+Newsletter+%232
[1] https://www.aspeninstitute.org/blog-posts/free-college-is-good-but-free-day-care-is-better/
[1] https://www.aspeninstitute.org/blog-posts/building-student-governments-that-put-students-first/
[1] https://www.aspeninstitute.org/videos/reimagining-school-sports-in-america/

Top URLs in Tweet in G4:
[1] https://twitter.com/bcb1003/status/1304261521409806336
[1] https://www.congress.gov/bill/116th-congress/house-bill/6666/text
[1] https://en.wikipedia.org/wiki/Penny_Pritzker
[1] https://twitter.com/amyjacobson/status/1303409634615660544
[1] https://www.aspeninstitute.org/blog-posts/this-time-do-everything/
[1] https://www.aspeninstitute.org/blog-posts/reinvigorating-civics-education-rebuilding-democracy/
[1] https://www.aspeninstitute.org/blog-posts/the-covid-19-eviction-crisis-an-estimated-30-40-million-people-in-america-are-at-risk/
[1] https://twitter.com/tedcruz/status/1302660653354749953
[1] https://twitter.com/EmeraldRobinson/status/1302687814996430850
[1] https://twitter.com/realDonaldTrump/status/1302601868313538560

Top URLs in Tweet in G5:
[1] https://assets.aspeninstitute.org/content/uploads/2016/03/2016-China-CR.-Bejing.Nanjing.pdf
[1] https://fortenberry.house.gov/news/fort-report/fort-report-china
[1] https://journalstar.com/opinion/letters/letter-9-4-bolz-will-work-for-state/article_d0dae0b3-f5dd-544a-a162-f44a561d3cd1.html

Top URLs in Tweet in G6:
[12] https://publishingperspectives.com/2020/09/aspen-institute-changing-the-narrative-on-diversity-in-publishing/
[2] https://publishingperspectives.com/2020/09/aspen-institute-changing-the-narrative-on-diversity-in-publishing/#.X1MShM2H4ew.twitter
[1] http://feeds.feedburner.com/~r/PublishingPerspectives/~3/qKvk_liVAjY/?utm_source=feedburner&utm_medium=twitter&utm_campaign=pubperspectives
[1] https://publishingperspectives.com/2020/09/aspen-institute-changing-the-narrative-on-diversity-in-publishing/#.X1K-peoWBWI.twitter
[1] https://publishingperspectives.com/2020/09/aspen-institute-changing-the-narrative-on-diversity-in-publishing/#.X1K4qsj1IQk.twitter

Top URLs in Tweet in G7:
[1] https://www.aspenpublicradio.org/post/week-arts-september-7-13-2020
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DS9LIVa3WVPo&q=EgS4SO-bGJmJjvsFIhkA8aeDS2Qh0mNkneiN_G3a-7s3ZdQ2O8DmMgFy

Top URLs in Tweet in G10:
[1] https://www.streetroots.org/news/2020/09/02/evictions-are-coming-and-wall-street-ready

Top Domains
Top Domains in Tweet in Entire Graph:
[63] aspeninstitute.org
[23] publishingperspectives.com
[17] twitter.com
[5] youtube.com
[3] aspentimes.com
[3] leavingnigeria.com
[2] peopleofcolorintech.com
[2] linkedin.com
[2] google.com
[2] cvent.com

Top Domains in Tweet in G1:
[11] aspeninstitute.org
[7] publishingperspectives.com
[3] leavingnigeria.com
[2] youtube.com
[2] twitter.com
[2] cdc.gov
[2] linkedin.com
[1] yale.edu
[1] avail.co
[1] bookbusinessmag.com

Top Domains in Tweet in G3:
[36] aspeninstitute.org

Top Domains in Tweet in G4:
[5] twitter.com
[3] aspeninstitute.org
[1] congress.gov
[1] wikipedia.org

Top Domains in Tweet in G5:
[1] aspeninstitute.org
[1] house.gov
[1] journalstar.com

Top Domains in Tweet in G6:
[16] publishingperspectives.com
[1] feedburner.com

Top Domains in Tweet in G7:
[1] aspenpublicradio.org
[1] google.com

Top Domains in Tweet in G10:
[1] streetroots.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] publishing
[4] fed
[3] diversity
[2] icymi
[2] usa
[2] aspen
[2] unemployment
[2] debt
[2] israele
[2] emirati



Top Hashtags in Tweet in G1:
[3] publishing
[1] yaleinsights
[1] diversity
[1] editorial
[1] diverse
[1] marketing
[1] sales
[1] books
[1] obama
[1] family

Top Hashtags in Tweet in G3:
[2] icymi
[1] webinar
[1] stakeholdercapitalism
[1] sharedvalue
[1] sharethis
[1] racism
[1] corporatepurpose
[1] leadershipdevelopment
[1] purposeoverprofit
[1] leadership

Top Hashtags in Tweet in G4:
[1] culp2020

Top Hashtags in Tweet in G6:
[2] diversity
[2] publishing
[1] wkb88

Top Hashtags in Tweet in G7:
[1] canada
[1] aspen
[1] tribalism
[1] peace
[1] love
[1] copolitics
[1] ows

Top Hashtags in Tweet in G9:
[1] rinascitaitalia
[1] theyounghope

Top Words
Top Words in Tweet in Entire Graph:
[316] aspen
[309] institute
[56] according
[51] aspeninstitute
[50] million
[49] risk
[48] eviction
[46] fortenberry
[39] covid
[37] 19

Top Words in Tweet in G1:
[63] institute
[61] aspen
[12] risk
[10] according
[10] million
[9] eviction
[8] play
[8] covid
[8] people
[8] 19

Top Words in Tweet in G2:
[6] mevans5219
[6] jamesmgoss
[6] dedona51
[6] cotoblogzz
[5] iamthewatchman3
[5] j_ankrom
[5] therightsideof1
[5] johnwallmeup
[5] ldknepper
[4] donnacastel

Top Words in Tweet in G3:
[43] aspen
[40] institute
[38] aspeninstitute
[11] pandemic
[10] covid
[10] eviction
[10] million
[10] america
[10] risk
[9] 19

Top Words in Tweet in G4:
[15] aspen
[14] institute
[7] realdonaldtrump
[4] atlantic
[4] soros's
[3] civics
[3] sail
[2] joebiden
[2] rep
[2] rush

Top Words in Tweet in G5:
[46] fortenberry
[26] aspen
[26] institute
[26] china
[25] trip
[25] 2016
[21] katejbolz
[21] cost
[21] approximately
[21] 16

Top Words in Tweet in G6:
[21] diversity
[17] aspen
[17] institute
[12] porter_anderson
[11] changing
[11] narrative
[9] aspeninstitute
[8] pubperspectives
[7] aspenwords
[7] aspendigital

Top Words in Tweet in G7:
[4] arts
[3] aspenpubradio
[3] snowmass
[3] balloon
[3] festival
[3] fall
[3] workshops
[3] anderson
[3] ranch
[3] center

Top Words in Tweet in G8:
[5] aspen
[5] institute
[5] august
[4] gates
[4] deal
[4] contact
[3] rwanda
[3] 2019
[3] reps
[3] cdc

Top Words in Tweet in G9:
[9] presidente
[8] aspen
[8] institute
[7] giulio_tremonti
[6] italia
[5] mancano
[5] due
[5] settimane
[5] alla
[5] scuola

Top Words in Tweet in G10:
[13] one
[13] five
[13] oregonians
[13] currently
[13] risk
[13] eviction
[13] according
[13] aspen
[13] institute
[13] covid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[294] aspen,institute
[38] according,aspen
[38] institute,aspeninstitute
[34] covid,19
[30] 40,million
[27] risk,eviction
[26] 30,40
[25] trip,china
[24] million,people
[21] fortenberry,trip

Top Word Pairs in Tweet in G1:
[56] aspen,institute
[7] covid,19
[7] 40,million
[6] institute,voices
[6] according,aspen
[5] voices,fellowship
[5] 30,40
[4] risk,eviction
[4] 19,eviction
[4] institute,changing

Top Word Pairs in Tweet in G2:
[5] jamesmgoss,iamthewatchman3
[5] j_ankrom,therightsideof1
[5] therightsideof1,johnwallmeup
[5] johnwallmeup,ldknepper
[4] mevans5219,jamesmgoss
[4] iamthewatchman3,dedona51
[4] dedona51,j_ankrom
[4] ldknepper,cotoblogzz
[4] aspen,institute
[3] swamp_fever2020,telford_russian

Top Word Pairs in Tweet in G3:
[40] aspen,institute
[35] institute,aspeninstitute
[9] covid,19
[9] 19,eviction
[9] eviction,crisis
[9] crisis,estimated
[9] estimated,30
[9] 30,40
[9] 40,million
[9] million,people

Top Word Pairs in Tweet in G4:
[14] aspen,institute
[2] re,insure
[2] insure,against
[2] against,another
[2] another,presidency
[2] presidency,realdonaldtrump
[2] realdonaldtrump,need
[2] need,better
[2] better,job
[2] job,teaching

Top Word Pairs in Tweet in G5:
[26] aspen,institute
[25] trip,china
[21] fortenberry,trip
[21] china,2016
[21] 2016,cost
[21] cost,approximately
[21] approximately,16
[21] 16,000
[21] 000,paid
[21] paid,aspen

Top Word Pairs in Tweet in G6:
[17] aspen,institute
[11] institute,changing
[11] changing,narrative
[11] narrative,diversity
[9] diversity,porter_anderson
[9] porter_anderson,aspeninstitute
[7] aspeninstitute,aspenwords
[7] aspenwords,aspendigital
[7] aspendigital,vivian
[7] vivian,adriennebrodeur

Top Word Pairs in Tweet in G7:
[3] snowmass,balloon
[3] balloon,festival
[3] festival,fall
[3] fall,workshops
[3] workshops,anderson
[3] anderson,ranch
[3] ranch,arts
[3] arts,center
[3] center,virtual
[3] virtual,conversations

Top Word Pairs in Tweet in G8:
[5] aspen,institute
[3] institute,rwanda
[3] reps,cdc
[3] contact,tracing
[3] last,august
[3] august,aspen
[2] august,2019
[2] cdc,rockefeller
[2] rockefeller,gates
[2] 60,companies

Top Word Pairs in Tweet in G9:
[8] aspen,institute
[7] presidente,aspen
[5] mancano,due
[5] due,settimane
[5] settimane,alla
[5] alla,scuola
[5] scuola,rinascita
[5] rinascita,italia
[5] italia,young
[5] young,hope

Top Word Pairs in Tweet in G10:
[13] one,five
[13] five,oregonians
[13] oregonians,currently
[13] currently,risk
[13] risk,eviction
[13] eviction,according
[13] according,aspen
[13] aspen,institute
[13] institute,covid
[13] covid,19

Top Replied-To
Top Replied-To in Entire Graph:
@ussfliberator
@mevans5219
@staseraitalia
@giure99
@staceyabrams
@trueanonpod
@seanmccarthycom
@thiscommonbond
@fitnessmamma
@jackwindsor

Top Replied-To in G2:
@mevans5219
@dedona51

Top Replied-To in G4:
@raej03
@realdonaldtrump
@mspdcalikag
@cartergrubbs1

Top Replied-To in G5:
@katejbolz
@supportfortne

Top Replied-To in G7:
@aspenaidan

Top Replied-To in G8:
@thiscommonbond
@rose_unplugged
@mrsleroyjenkins
@jackwindsor
@fitnessmamma

Top Replied-To in G9:
@staseraitalia
@giure99
@antonel15773761

Top Mentioned
Top Mentioned in Entire Graph:
@aspeninstitute
@katejbolz
@villageportland
@porter_anderson
@aspencsg
@rcmoya84
@housinghumanrt
@ktownforall
@rurallisc
@ruralhome

Top Mentioned in G1:
@writerjvp

Top Mentioned in G2:
@jamesmgoss
@cotoblogzz
@iamthewatchman3
@dedona51
@j_ankrom
@therightsideof1
@johnwallmeup
@ldknepper
@mevans5219
@donnacastel

Top Mentioned in G3:
@aspeninstitute
@lv_rhab
@profarjalies
@genepinkard
@aspenedsociety
@dwood371
@svinitiative
@delgib
@postandcourier
@pcgreenville

Top Mentioned in G4:
@realdonaldtrump
@joebiden
@potus
@lorenculp
@hillaryclinton
@stormypatriot21
@ipot1776
@inthematrixxx
@karluskap
@juliansrum

Top Mentioned in G5:
@katejbolz
@dennispcrawford
@supportfortne

Top Mentioned in G6:
@porter_anderson
@aspeninstitute
@pubperspectives
@aspenwords
@aspendigital
@vivian
@adriennebrodeur
@likaluca
@reginalbrooks
@ndennis_benn

Top Mentioned in G7:
@aspenpubradio
@aspeninstitute
@rbreich
@megantackett10
@davidkrause
@carolynsack
@scondonatimes
@curtiswackerle
@pahc
@laurenboebert

Top Mentioned in G8:
@gerardbattenuk
@charlieemma85
@lwdoyleusa
@boblonsberry
@thejusticedept
@dni_ratcliffe
@dhs_wolf
@realdonaldtrump
@newsstatehouse
@jackwindsor

Top Mentioned in G9:
@giulio_tremonti
@aprovacontraria
@amendolaenzo
@qrepubblica

Top Mentioned in G10:
@villageportland

Top Tweeters
Top Tweeters in Entire Graph:
@rjber15
@prpnews
@porridgeisgood
@susaniverach
@bob_stinson1234
@libbyliberalnyc
@enginethatcan
@vaniacavi
@donnacastel
@newschannelnine

Top Tweeters in G1:
@prpnews
@newschannelnine
@gadflyquebec
@writerjvp
@otcdynamics
@shehzadyounis
@so_treu
@pettycolors
@kingnormies
@blueprintafric

Top Tweeters in G2:
@donnacastel
@mailonline
@philadper2014
@lsferguson
@ldknepper
@j_ankrom
@therightsideof1
@swamp_fever2020
@sarahgi00782242
@trendsnewsday

Top Tweeters in G3:
@postandcourier
@marcalevin
@nlfrta
@frankdormont
@patrickdowns
@aspeninstitute
@mita11rosita
@wolfenotes
@laliving213
@epiccareering

Top Tweeters in G4:
@susaniverach
@mspdcalikag
@thomasebrown3
@suzydymna
@joannepappas4
@realdonaldtrump
@solutionary52
@inthematrixxx
@juliansrum
@stormypatriot21

Top Tweeters in G5:
@753112jma
@dennispcrawford
@vince_powers
@outofmany1now
@janet_chung
@lcworking
@bamlmann
@tylerredenbaugh
@scottidiot
@angela_lagemann

Top Tweeters in G6:
@porter_anderson
@jafurtado
@benswoodard
@likaluca
@shernakhambatta
@elizabethscraig
@esc_key
@petersawanda
@pubperspectives
@ndennis_benn

Top Tweeters in G7:
@bob_stinson1234
@aspensnowmass
@rbreich
@aspenpubradio
@aspenaidan
@artistinaspen
@davidkrause
@laurenboebert
@pahc
@megantackett10

Top Tweeters in G8:
@99freemind
@boblonsberry
@mrsleroyjenkins
@fitnessmamma
@gerardbattenuk
@thejusticedept
@charlieemma85
@lwdoyleusa
@minstrelgirl56
@rose_unplugged

Top Tweeters in G9:
@franco_sala
@giure99
@arizona49
@giotim2
@antonel15773761
@annalisachirico
@mariax1112
@qrepubblica
@staseraitalia
@amendolaenzo

Top Tweeters in G10:
@porridgeisgood
@libbyliberalnyc
@fvgsocial
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