aspenideas, Twitter, 9/17/2020 6:30:38 PM, 235338


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aspenideas_2020-09-17_09-35-45.xlsx
aspenideas_2020-09-17_09-35-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
aspenideas via NodeXL https://bit.ly/35N8DHY
@aspenideas
@mountsinainyc
@aspeninstitute
@ascina_nyc
@jshatan
@arnoldromanfdn
@phoebesaid
@janicejackson
@florian_krammer
@renzoguinto

Top hashtags:
#covid19
#aspenideas
#ppe
#aspenideashealth

Description:
Description
The graph represents a network of 239 Twitter users whose tweets in the requested range contained "aspenideas", 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 16:35 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, 22-hour, 0-minute period from Thursday, 03 September 2020 at 00:16 UTC to Wednesday, 16 September 2020 at 22:16 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 : 239
Unique Edges : 283
Edges With Duplicates : 454
Total Edges : 737
Number of Edge Types : 5
Retweet : 155
MentionsInRetweet : 306
Mentions : 246
Replies to : 23
Tweet : 7
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0608108108108108
Reciprocated Edge Ratio : 0.114649681528662
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 217
Maximum Edges in a Connected Component : 711
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.611166
Graph Density : 0.00828029956752576
Modularity : 0.427326
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 239 Twitter users whose tweets in the requested range contained "aspenideas", 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 16:35 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, 22-hour, 0-minute period from Thursday, 03 September 2020 at 00:16 UTC to Wednesday, 16 September 2020 at 22:16 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 : aspenideas
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:
[6] https://www.aspenideas.org/articles/what-happens-when-covid-19-meets-americas-manufacturing-might
[5] https://www.aspenideas.org/articles/corporate-leadership-in-turbulent-times
[5] https://aspeninst.zoom.us/webinar/register/WN_ux3YOAMTT-ec4BR_n7E7eQ
[5] https://www.freep.com/story/money/cars/ford/2020/09/04/on-the-line-documentary-ford-ppe/5703284002/
[3] https://www.aspeninstitute.org/events/californias-approach-to-recovery-and-resilience-centering-equity-and-job-quality/
[3] https://aspeninst.zoom.us/webinar/register/WN_1MbtORIISfqyPhteIuYf-Q
[3] https://www.aspenideas.org/articles/can-ed-tech-bridge-the-gap-between-talent-and-opportunity
[3] https://www.aspenideas.org/podcasts/using-2020-as-a-teachable-moment-in-education
[3] https://www.aspenideas.org/podcasts/why-the-us-economy-is-headed-for-a-slog
[3] https://www.aspenideas.org/podcasts/a-perfect-storm-of-disinformation

Top URLs in Tweet in G1:
[4] https://www.aspenideas.org/articles/what-happens-when-covid-19-meets-americas-manufacturing-might
[3] https://www.aspenideas.org/podcasts/a-perfect-storm-of-disinformation
[3] https://aspeninst.zoom.us/webinar/register/WN_ux3YOAMTT-ec4BR_n7E7eQ
[3] https://www.aspenideas.org/podcasts/why-the-us-economy-is-headed-for-a-slog
[3] https://www.aspenideas.org/articles/can-ed-tech-bridge-the-gap-between-talent-and-opportunity
[3] https://www.aspenideas.org/articles/corporate-leadership-in-turbulent-times
[3] https://www.aspeninstitute.org/events/californias-approach-to-recovery-and-resilience-centering-equity-and-job-quality/
[2] https://www.aspenideas.org/sessions/artificial-intelligence-and-the-coming-healthcare-revolution
[2] https://aspeninst.zoom.us/webinar/register/WN_1MbtORIISfqyPhteIuYf-Q
[2] https://www.aspenideas.org/collections/breaking-the-silence-and-opening-up-about-mental-illness

Top URLs in Tweet in G2:
[2] https://aspeninst.zoom.us/webinar/register/WN_ux3YOAMTT-ec4BR_n7E7eQ

Top URLs in Tweet in G3:
[2] https://www.aspenideas.org/articles/corporate-leadership-in-turbulent-times
[2] https://www.aspenideashealth.org/post/cancer-won-t-wait-for-covid
[2] https://www.aspeninstitute.org/podcasts/a-perfect-storm-of-disinformation/
[1] https://aspeninst.zoom.us/webinar/register/WN_1MbtORIISfqyPhteIuYf-Q
[1] https://www.aspenideas.org/podcasts/confronting-systemic-racism-in-america
[1] https://twitter.com/aspenideas/status/1306235893146148865
[1] https://www.aspenideas.org/articles/what-happens-when-covid-19-meets-americas-manufacturing-might
[1] https://www.aspeninstitute.org/podcasts/using-2020-as-a-teachable-moment-in-education/
[1] https://newvoicesfellows.aspeninstitute.org

Top URLs in Tweet in G4:
[5] https://www.freep.com/story/money/cars/ford/2020/09/04/on-the-line-documentary-ford-ppe/5703284002/
[1] https://www.aspenideas.org/articles/what-happens-when-covid-19-meets-americas-manufacturing-might

Top URLs in Tweet in G5:
[1] https://twitter.com/aspenideas/status/1303453791967154179

Top URLs in Tweet in G6:
[2] https://www.aspenideas.org/podcasts/using-2020-as-a-teachable-moment-in-education
[1] https://twitter.com/aspenideas/status/1299076207284158465

Top URLs in Tweet in G7:
[1] https://twitter.com/MountSinaiNYC/status/1304217577070231553

Top URLs in Tweet in G8:
[1] https://spark.adobe.com/page/Gzom9HsRCVG7R/
[1] https://www.aspenideas.org/sessions/how-to-be-an-antiracist?fbrefresh=1598656646
[1] https://www.npr.org/2020/08/04/898918916/americas-caste-system
[1] https://turbovote.org/register
[1] https://www.helperhelper.com/

Top URLs in Tweet in G9:
[1] https://www.aspenideas.org/articles/reinventing-normal-the-setbacks-and-silver-linings-of-online-learning/

Top URLs in Tweet in G10:
[1] https://www.aspenideas.org/speakers/pamela-reeves

Top Domains
Top Domains in Tweet in Entire Graph:
[43] aspenideas.org
[9] zoom.us
[9] twitter.com
[8] aspeninstitute.org
[5] freep.com
[2] aspenideashealth.org
[2] aimhighteentips.com
[1] theatlantic.com
[1] soundcloud.com
[1] adobe.com

Top Domains in Tweet in G1:
[31] aspenideas.org
[6] zoom.us
[4] aspeninstitute.org
[2] aimhighteentips.com
[2] twitter.com
[1] theatlantic.com

Top Domains in Tweet in G2:
[2] zoom.us

Top Domains in Tweet in G3:
[4] aspenideas.org
[4] aspeninstitute.org
[2] aspenideashealth.org
[1] zoom.us
[1] twitter.com

Top Domains in Tweet in G4:
[5] freep.com
[1] aspenideas.org

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

Top Domains in Tweet in G6:
[2] aspenideas.org
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] adobe.com
[1] aspenideas.org
[1] npr.org
[1] turbovote.org
[1] helperhelper.com

Top Domains in Tweet in G9:
[1] aspenideas.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[68] covid19
[15] aspenideas
[14] ppe
[11] aspenideashealth
[9] nationalsuicidepreventionweek
[5] aspenideasnow
[5] podcast
[3] healthcare
[3] laborday
[3] covid



Top Hashtags in Tweet in G1:
[32] covid19
[10] aspenideas
[9] aspenideashealth
[4] aspenideasnow
[3] podcast
[2] ppe
[2] worldsuicidepreventionday
[2] opportunitygap
[2] edtech
[2] educated

Top Hashtags in Tweet in G2:
[3] covid19
[1] aspenideashealth

Top Hashtags in Tweet in G3:
[14] covid19
[4] aspenideas
[2] cancer
[2] colorectalcancer
[2] healthcare
[2] podcast
[2] laborday
[1] structuralracism
[1] aspenideasnow
[1] edequity

Top Hashtags in Tweet in G4:
[13] covid19
[12] ppe
[3] covid
[2] innovation
[1] detroit

Top Hashtags in Tweet in G5:
[8] nationalsuicidepreventionweek

Top Hashtags in Tweet in G6:
[5] covid19
[1] teachablemoments
[1] edequity

Top Hashtags in Tweet in G7:
[1] covid19
[1] austrianscientistsinny

Top Words
Top Words in Tweet in Entire Graph:
[118] aspenideas
[71] dr
[68] #covid19
[40] ford
[38] thursday
[36] florian_krammer
[35] 10
[33] aberg
[32] hear
[31] aspeninstitute

Top Words in Tweet in G1:
[53] aspenideas
[32] #covid19
[18] re
[17] pandemic
[12] gilliantett
[12] economic
[12] national
[11] social
[11] around
[11] lhsummers

Top Words in Tweet in G2:
[63] dr
[35] florian_krammer
[33] thursday
[33] 10
[33] aberg
[23] mountsinainyc
[22] davis
[21] september
[21] 30pm
[21] mount

Top Words in Tweet in G3:
[18] aspenideas
[18] aspeninstitute
[14] #covid19
[8] uche_blackstock
[8] lipiroy
[8] part
[8] decolonial
[8] project
[8] voices
[8] fellow

Top Words in Tweet in G4:
[31] ford
[26] aspenideas
[13] #covid19
[13] pivot
[12] #ppe
[12] uaw
[10] start
[10] shifted
[10] producing
[10] cars

Top Words in Tweet in G5:
[11] mental
[10] aspenideas
[10] nba
[10] players
[10] first
[10] responders
[10] illness
[10] affects
[10] millions
[10] hear

Top Words in Tweet in G6:
[10] janicejackson
[8] board
[8] ross_wiener
[7] ldh_ed
[5] talk
[5] cfc
[5] member
[5] challenges
[5] #covid19
[5] racial

Top Words in Tweet in G8:
[8] athletics
[8] dei
[8] council
[8] presents
[8] first
[8] monthly
[8] call
[8] action
[8] tips
[8] hope

Top Words in Tweet in G9:
[3] reality
[3] educating
[3] children
[3] during
[3] pandemic
[3] overwhelming
[3] learn
[3] educators
[3] policymakers
[3] working

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] dr,florian_krammer
[21] thursday,september
[21] september,10
[21] 10,30pm
[21] 30pm,mount
[21] mount,sinai's
[21] sinai's,dr
[21] florian_krammer,dr
[21] dr,judy
[21] judy,aberg

Top Word Pairs in Tweet in G1:
[10] #covid19,pandemic
[9] economic,recovery
[8] perfect,storm
[8] storm,disinformation
[8] russia,linked
[8] linked,accounts
[8] accounts,targeting
[8] targeting,left
[8] left,leaning
[8] leaning,voters

Top Word Pairs in Tweet in G2:
[21] thursday,september
[21] september,10
[21] 10,30pm
[21] 30pm,mount
[21] mount,sinai's
[21] sinai's,dr
[21] dr,florian_krammer
[21] florian_krammer,dr
[21] dr,judy
[21] judy,aberg

Top Word Pairs in Tweet in G3:
[8] part,decolonial
[8] decolonial,project
[8] project,aspeninstitute
[8] aspeninstitute,voices
[8] voices,fellow
[8] fellow,nominations
[8] nominations,open
[8] presidential,election
[8] election,heels
[8] heels,ongoing

Top Word Pairs in Tweet in G4:
[10] aspenideas,start
[10] start,#covid19
[10] #covid19,ford
[10] ford,shifted
[10] shifted,producing
[10] producing,cars
[10] cars,creating
[10] creating,#ppe
[10] #ppe,pivot
[10] pivot,impact

Top Word Pairs in Tweet in G5:
[10] aspenideas,nba
[10] nba,players
[10] players,first
[10] first,responders
[10] responders,mental
[10] mental,illness
[10] illness,affects
[10] affects,millions
[8] millions,#nationalsuicidepreventionweek
[8] #nationalsuicidepreventionweek,hear

Top Word Pairs in Tweet in G6:
[5] talk,ldh_ed
[5] ldh_ed,ross_wiener
[5] ross_wiener,cfc
[5] cfc,board
[5] board,member
[5] member,janicejackson
[5] janicejackson,challenges
[5] challenges,#covid19
[5] #covid19,racial
[4] chiefsforchange,talk

Top Word Pairs in Tweet in G8:
[8] athletics,dei
[8] dei,council
[8] council,presents
[8] presents,first
[8] first,monthly
[8] monthly,call
[8] call,action
[8] action,tips
[8] tips,hope
[8] hope,take

Top Word Pairs in Tweet in G9:
[3] reality,educating
[3] educating,children
[3] children,during
[3] during,pandemic
[3] pandemic,overwhelming
[3] overwhelming,learn
[3] learn,educators
[3] educators,policymakers
[3] policymakers,working
[2] arnoldromanfdn,reality

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@bizroundtable
@mountsinainyc
@katiedrasser
@lorigottlieb1
@spencehasting12
@afspnational
@aspeninstitute
@jessieww
@aletmanski

Top Replied-To in G1:
@aspenideas
@bizroundtable
@katiedrasser
@lhsummers
@jessieww
@afspnational
@lorigottlieb1
@spencehasting12
@aletmanski

Top Replied-To in G2:
@mountsinainyc

Top Replied-To in G3:
@aspenideas
@aspeninstitute

Top Replied-To in G4:
@aspenideas

Top Replied-To in G10:
@scotrog

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@florian_krammer
@ford
@aspeninstitute
@mountsinainyc
@uaw
@gilliantett
@nba
@janicejackson
@jshatan

Top Mentioned in G1:
@aspenideas
@gilliantett
@lhsummers
@aspeninstitute
@ford
@uaw
@afspnational
@noupside
@ceciliakang
@aspensecurity

Top Mentioned in G2:
@florian_krammer
@mountsinainyc
@jshatan
@mountsi
@aspenideas
@lhsummers

Top Mentioned in G3:
@aspenideas
@aspeninstitute
@uche_blackstock
@lipiroy
@renzoguinto
@katiedrasser
@latareddy
@websun23
@prudential
@noupside

Top Mentioned in G4:
@ford
@aspenideas
@uaw
@gilliantett
@freep
@freepautos
@phoebesaid
@aspeninstitute
@engineers_feed
@fordtrucks

Top Mentioned in G5:
@aspenideas
@nba
@dem
@afspnational
@demar_derozan
@kevinlove
@cmoutier

Top Mentioned in G6:
@janicejackson
@ross_wiener
@ldh_ed
@chiefsforchange
@aspeninstitute
@thefundchicago
@aspenedsociety
@aspenideas
@chipubschools
@lpi_learning

Top Mentioned in G7:
@florian_krammer
@aspenideas
@ostaustria_dc
@ascina
@austriainusa
@fwf_at
@euraxess_na
@usembvienna
@at_marshallplan
@bmsgpk

Top Mentioned in G8:
@bucknell_bison

Top Mentioned in G9:
@arnoldromanfdn
@aspenideas
@secretaryking44
@rbnlake
@crpe_uw
@waltonfamilyfdn
@carylstern

Top Mentioned in G10:
@cherrids
@thomas1774paine
@cwright1500

Top Tweeters
Top Tweeters in Entire Graph:
@littlebytesnews
@willseattle
@gallimaufrey777
@cipherequality
@njdoc
@sallyagale
@dropoutnation
@pkanagaratnam
@freep
@nba

Top Tweeters in G1:
@willseattle
@cipherequality
@sallyagale
@pkanagaratnam
@lacus09
@theatlantic
@dorothysmith11
@publichealthmap
@letahong
@markj_ohnson

Top Tweeters in G2:
@littlebytesnews
@gallimaufrey777
@njdoc
@ayirpelle
@nancygower
@sonicubed
@nailbomb3
@mountsinainyc
@altag
@v2019n

Top Tweeters in G3:
@stinsontimothy
@ekemma
@mindofandre
@drweyoms
@blendedwing
@aspeninstitute
@odd_longfellow
@ryanschram
@ourtrumpmoment
@uche_blackstock

Top Tweeters in G4:
@freep
@utexjim
@eightynines
@ford
@seanightch46
@mrlevine
@uaw
@freepautos
@sanjay_bajla
@ebergg

Top Tweeters in G5:
@nba
@afspnational
@inclusionists
@postsecret
@smee_45
@kimreynolds045
@demar_derozan
@c1evernamehere
@mrenteria_
@mcleanhospital

Top Tweeters in G6:
@dropoutnation
@chipubschools
@chiefsforchange
@aypf_tweets
@lpi_learning
@aromanoecisd
@janicejackson
@aspenedsociety
@cpsliteracy
@thefundchicago

Top Tweeters in G7:
@usembvienna
@austriainusa
@fwf_at
@euraxess_na
@ostaustria_dc
@bmsgpk
@ascina_nyc
@ascina
@at_marshallplan

Top Tweeters in G8:
@bucknell_bison
@coachjasonmiran
@bucknell_fb
@bucknell_mbb
@abby_kapp
@bucknell_fh
@bucknell_row
@coachbracken

Top Tweeters in G9:
@chaparnold
@crpe_uw
@rbnlake
@secretaryking44
@waltonfamilyfdn
@carylstern
@arnoldromanfdn

Top Tweeters in G10:
@cwright1500
@thomas1774paine
@cherrids
@watchenu2
@scotrog


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