aspenideas, Twitter, 6/3/2021 10:17:02 PM, 256244


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aspenideas_2021-06-03_09-25-25.xlsx
aspenideas_2021-06-03_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2021
Short Description:
aspenideas via NodeXL https://bit.ly/3z38fAY
@aspenideas
@vivian_d_nixon
@jkaufmanconsult
@aspeninstitute
@alaa_garad
@onboardhealth
@thinkfest
@jimsomerset
@amandaripley
@daviddark

Top hashtags:
#aspenideas
#solverspod
#ldbusiness
#ldomodel
#aspenideashealth

Description:
Description
The graph represents a network of 206 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, 03 June 2021 at 16:25 UTC.

The requested start date was Thursday, 03 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, 6-hour, 56-minute period from Thursday, 20 May 2021 at 12:00 UTC to Wednesday, 02 June 2021 at 18:56 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 : 206
Unique Edges : 316
Edges With Duplicates : 233
Total Edges : 549
Number of Edge Types : 5
Retweet : 75
MentionsInRetweet : 211
Tweet : 8
Replies to : 23
Mentions : 232
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0568475452196382
Reciprocated Edge Ratio : 0.107579462102689
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 199
Maximum Edges in a Connected Component : 542
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.776381
Graph Density : 0.0096850580156287
Modularity : 0.493649
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 206 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, 03 June 2021 at 16:25 UTC.

The requested start date was Thursday, 03 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, 6-hour, 56-minute period from Thursday, 20 May 2021 at 12:00 UTC to Wednesday, 02 June 2021 at 18:56 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:
[5] https://twitter.com/aspenideas/status/1400135120917512198
[5] https://skoll.org/2021/05/26/solvers-episode-six-yordanos-eyoel-in-democracy-we-trust/
[3] https://aspenideas-2021.splashthat.com/AIF2021Social
[2] https://skoll.org/2021/05/19/solvers-episode-five-harish-hande-the-ultimate-solver-a-street-vendor/
[2] https://www.aspeninstitute.org/podcasts/why-good-people-get-caught-up-in-high-conflict/
[2] https://www.aspenideas.org/session/conversation-vice-president-joe-biden
[2] https://chapter16.org/gods-will/
[2] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[2] https://twitter.com/BloomsburyBiz/status/1395680806094389251
[1] https://www.aspenideas.org/sessions/correcting-americas-historical-memory?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=watch

Top URLs in Tweet in G1:
[2] https://aspenideas-2021.splashthat.com/AIF2021Social
[2] https://skoll.org/2021/05/26/solvers-episode-six-yordanos-eyoel-in-democracy-we-trust/
[2] https://www.aspenideas.org/session/conversation-vice-president-joe-biden
[2] https://skoll.org/2021/05/19/solvers-episode-five-harish-hande-the-ultimate-solver-a-street-vendor/
[1] https://www.aspeninstitute.org/events/covid-vaccines-and-the-return-to-life-part-2/?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=watch
[1] https://bit.ly/311iLq
[1] https://www.aspenideas.org/articles/how-to-attract-a-new-generation-to-public-service?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=read
[1] https://www.aspenideas.org/podcasts/race-and-history?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=listen
[1] https://www.aspenideas.org/sessions/aspen-lecture-getting-to-same-sex-marriage?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=watch
[1] https://www.aspenideas.org/podcasts/why-good-people-get-caught-up-in-high-conflict?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=listen

Top URLs in Tweet in G2:
[3] https://skoll.org/2021/05/26/solvers-episode-six-yordanos-eyoel-in-democracy-we-trust/
[2] https://www.aspeninstitute.org/podcasts/why-good-people-get-caught-up-in-high-conflict/
[2] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[1] https://www.aspeninstitute.org/videos/advancing-medicine-on-earth-through-research-in-space/
[1] https://www.aspeninstitute.org/podcasts/women-changing-the-game-in-pro-sports/
[1] https://skoll.org/2021/05/05/solvers-episode-three-esther-armah-why-the-racial-justice-reckoning-requires-emotional-justice/
[1] https://podcasts.apple.com/us/podcast/harish-hande-the-ultimate-solver-a-street-vendor/id1562391915?i=1000522492523
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DqxqiCgu89As&q=EgS4SO-bGNqPtoUGIhAF1VwPDCHfaX8Kpk2b7EvxMgFy
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G3:
[1] https://twitter.com/jkaufmanconsult/status/1398034817061736451

Top URLs in Tweet in G4:
[4] https://twitter.com/aspenideas/status/1400135120917512198
[1] https://aspenideas-2021.splashthat.com/AIF2021Social

Top URLs in Tweet in G5:
[2] https://twitter.com/BloomsburyBiz/status/1395680806094389251

Top URLs in Tweet in G6:
[1] https://www.aspenideas.org/podcasts/why-good-people-get-caught-up-in-high-conflict

Top URLs in Tweet in G8:
[2] https://chapter16.org/gods-will/
[1] https://www.aspenideas.org/sessions/can-the-republican-party-survive-the-alt-right

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=NQAEaibWUpw&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://podcasts.apple.com/us/podcast/latino-rebels-radio/id1084400344?i=1000414861722

Top Domains
Top Domains in Tweet in Entire Graph:
[17] aspenideas.org
[10] twitter.com
[8] skoll.org
[5] aspeninstitute.org
[3] splashthat.com
[3] apple.com
[2] bloomberg.com
[2] youtube.com
[2] chapter16.org
[1] youtu.be

Top Domains in Tweet in G1:
[12] aspenideas.org
[4] skoll.org
[2] splashthat.com
[2] bloomberg.com
[1] aspeninstitute.org
[1] bit.ly
[1] youtube.com
[1] youtu.be
[1] apple.com
[1] nytimes.com

Top Domains in Tweet in G2:
[4] skoll.org
[4] aspeninstitute.org
[2] aspenideas.org
[1] apple.com
[1] google.com
[1] instagram.com

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

Top Domains in Tweet in G4:
[4] twitter.com
[1] splashthat.com

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

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

Top Domains in Tweet in G8:
[2] chapter16.org
[1] aspenideas.org

Top Domains in Tweet in G9:
[1] youtube.com

Top Domains in Tweet in G10:
[1] apple.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] aspenideas
[7] solverspod
[5] ldbusiness
[5] ldomodel
[4] aspenideashealth
[4] deartherapist
[3] health
[2] socialinnovators
[2] podcast
[2] cancermoonshot



Top Hashtags in Tweet in G1:
[16] aspenideas
[3] solverspod
[3] deartherapist
[2] cancermoonshot
[2] podcast
[2] aspenideashealth
[1] racism
[1] healthcare
[1] equity
[1] medicine

Top Hashtags in Tweet in G2:
[4] solverspod
[2] aspenideas
[2] socialinnovators
[1] deartherapist
[1] aspenideashealth2021
[1] megxit
[1] buttercup
[1] harry
[1] fakenews

Top Hashtags in Tweet in G3:
[1] mentalhealth
[1] businessintelligence
[1] strategy

Top Hashtags in Tweet in G4:
[18] aspenideas
[1] teampete

Top Hashtags in Tweet in G5:
[5] ldbusiness
[5] ldomodel

Top Hashtags in Tweet in G7:
[1] weallgoup
[1] healthequity
[1] digitalhealth

Top Hashtags in Tweet in G9:
[3] health
[1] mrna
[1] aspenideashealth

Top Hashtags in Tweet in G10:
[1] tbt

Top Words
Top Words in Tweet in Entire Graph:
[96] aspenideas
[38] #aspenideas
[26] 2021
[23] june
[22] 27
[22] july
[20] mtbarra
[20] professorea
[20] whitwolfeherd
[19] host

Top Words in Tweet in G1:
[29] aspenideas
[16] #aspenideas
[14] history
[13] american
[11] kind
[8] watch
[8] exceptionalism
[8] optimism
[8] maintain
[8] cooking

Top Words in Tweet in G2:
[19] aspenideas
[12] aspeninstitute
[10] democracy
[9] eyords
[7] newprofit
[7] trust
[6] requires
[6] constant
[6] innovation
[6] nguhim

Top Words in Tweet in G3:
[2] aspenascend
[2] aspenideas

Top Words in Tweet in G4:
[19] aspenideas
[19] mtbarra
[19] professorea
[19] whitwolfeherd
[18] #aspenideas
[18] 2021
[18] june
[18] 27
[18] july
[16] join

Top Words in Tweet in G5:
[5] thanks
[5] million
[5] jaideepprabhu
[5] honour
[5] support
[5] book
[5] #ldbusiness
[5] #ldomodel
[5] bookauthority
[4] alaa_garad

Top Words in Tweet in G6:
[8] conflict
[5] aspenideas
[4] learn
[4] went
[4] ugly
[4] molded
[4] something
[4] good
[4] book
[4] high

Top Words in Tweet in G7:
[3] coming
[3] years
[3] amazing
[3] group
[3] gathered
[3] aspenideas
[3] lives
[3] changed
[3] vision
[3] reinforced

Top Words in Tweet in G8:
[9] davidafrench
[8] nancyafrench
[8] ksprior
[8] aspenideas
[5] daviddark
[4] kelly's
[2] confronted
[2] boss
[2] thechrisbuskirk
[2] event

Top Words in Tweet in G9:
[3] biontech_group
[3] taiwan
[3] curious
[3] future
[3] #health
[3] chief
[3] medical
[3] officer
[3] özlem
[3] türeci

Top Words in Tweet in G10:
[5] ricardorossello
[4] aspenideas
[3] julito77
[2] time
[2] back
[2] 2018
[2] finally
[2] ask
[2] underreporting
[2] hurricane

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] june,27
[22] 27,july
[20] mtbarra,professorea
[20] professorea,whitwolfeherd
[18] #aspenideas,2021
[17] join,#aspenideas
[17] 2021,june
[17] july,re
[17] re,honored
[17] honored,host

Top Word Pairs in Tweet in G1:
[8] kind,american
[8] american,exceptionalism
[8] exceptionalism,optimism
[8] optimism,maintain
[8] maintain,cooking
[8] cooking,history
[8] history,books
[8] books,jelani9
[7] aspenideas,kind
[4] june,27

Top Word Pairs in Tweet in G2:
[7] eyords,newprofit
[6] requires,constant
[5] democracy,living
[5] living,breathing
[5] breathing,thing
[5] thing,requires
[5] constant,innovation
[5] innovation,survive
[5] survive,eyords
[4] aspenideas,go

Top Word Pairs in Tweet in G4:
[19] mtbarra,professorea
[19] professorea,whitwolfeherd
[18] june,27
[18] 27,july
[16] aspenideas,join
[16] join,#aspenideas
[16] #aspenideas,2021
[16] 2021,june
[16] july,re
[16] re,honored

Top Word Pairs in Tweet in G5:
[5] thanks,million
[5] million,jaideepprabhu
[5] jaideepprabhu,honour
[5] honour,support
[5] support,book
[5] book,#ldbusiness
[5] #ldbusiness,#ldomodel
[5] #ldomodel,bookauthority
[4] alaa_garad,thanks
[3] bookauthority,bizb

Top Word Pairs in Tweet in G6:
[4] went,ugly
[4] ugly,conflict
[4] conflict,molded
[4] molded,something
[4] something,good
[4] book,high
[4] high,conflict
[3] aspenideas,learn
[3] learn,frm
[3] frm,ppl

Top Word Pairs in Tweet in G7:
[3] coming,years
[3] years,amazing
[3] amazing,group
[3] group,gathered
[3] gathered,aspenideas
[3] aspenideas,lives
[3] lives,changed
[3] changed,vision
[3] vision,reinforced
[2] onboardhealth,coming

Top Word Pairs in Tweet in G8:
[8] nancyafrench,ksprior
[8] ksprior,davidafrench
[8] davidafrench,aspenideas
[5] daviddark,nancyafrench
[2] confronted,kelly's
[2] kelly's,boss
[2] boss,thechrisbuskirk
[2] thechrisbuskirk,event
[2] event,kelly's
[2] kelly's,conduct

Top Word Pairs in Tweet in G9:
[3] curious,future
[3] future,#health
[3] #health,chief
[3] chief,medical
[3] medical,officer
[3] officer,özlem
[3] özlem,türeci
[3] türeci,shared
[3] shared,vision
[3] vision,potential

Top Word Pairs in Tweet in G10:
[3] ricardorossello,aspenideas
[2] time,back
[2] back,2018
[2] 2018,finally
[2] finally,ask
[2] ask,ricardorossello
[2] ricardorossello,underreporting
[2] underreporting,hurricane
[2] hurricane,maría
[2] maría,deaths

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@daviddark
@julito77
@katrinawte
@biontech_group
@dmiliband
@fordfoundation
@amanet
@aspeninstitute
@coachomar

Top Replied-To in G1:
@aspenideas
@dmiliband

Top Replied-To in G2:
@estherarmah
@aspenideas

Top Replied-To in G3:
@fordfoundation
@amanet

Top Replied-To in G4:
@aspenideas
@katrinawte

Top Replied-To in G6:
@aspeninstitute

Top Replied-To in G8:
@daviddark
@nashvillemann
@nancyafrench
@historyhounding

Top Replied-To in G9:
@biontech_group

Top Replied-To in G10:
@julito77
@coachomar

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@mtbarra
@professorea
@whitwolfeherd
@aspeninstitute
@secret
@eyords
@davidafrench
@nguhim
@newprofit

Top Mentioned in G1:
@aspenideas
@jelani9
@maxstier
@publicservice
@aspeninstitute
@eji_org
@theatlantic
@lorigottlieb1
@eyords
@nguhim

Top Mentioned in G2:
@aspenideas
@aspeninstitute
@eyords
@newprofit
@nguhim
@demar_derozan
@applepodcasts
@skollfoundation
@amandaripley
@jonsolomonaspen

Top Mentioned in G3:
@aspenascend
@aspenideas
@ecmcfoundation
@cabrinihealthny
@nywomensfdn
@nycspeakercojo
@justicecolumbia
@square1justice
@bazdreisinger
@thecouncilus

Top Mentioned in G4:
@mtbarra
@professorea
@whitwolfeherd
@aspenideas
@secret
@musicians4pete
@secretarypete
@melindagates
@yoyo_ma
@avantgame

Top Mentioned in G5:
@jaideepprabhu
@bookauthority
@alaa_garad
@bizb
@bizbookawarduk
@aspenideas
@thinkfest
@bloomsburybiz
@britishlibrary
@thersascotland

Top Mentioned in G6:
@aspenideas
@amanda
@aspeninstitute
@amandaripley
@aman
@alexevansuk
@largerusnetwork

Top Mentioned in G7:
@aspenideas
@onboardhealth
@katiedra
@katiedrasser
@maisery
@ivelyse
@crodarte
@shelinadavis
@tiffnetters
@mindofandre

Top Mentioned in G8:
@davidafrench
@ksprior
@aspenideas
@nancyafrench
@thechrisbuskirk
@daviddark
@annacaudill4
@nashvillemann

Top Mentioned in G9:
@aspenideas
@biontech_group

Top Mentioned in G10:
@ricardorossello
@aspenideas
@julito77

Top Tweeters
Top Tweeters in Entire Graph:
@rosenchild
@nyt
@hubbucket
@julito77
@daviddark
@txsguy09
@theatlantic
@smilingl8dy
@wajahatali
@newyorker

Top Tweeters in G1:
@nyt
@theatlantic
@wajahatali
@newyorker
@alexey__kovalev
@20tbob4
@juliaioffe
@verizon
@jennyboylan
@jaychance12

Top Tweeters in G2:
@jag_____
@johngpettus
@jonsolomonaspen
@royalfamily
@aspeninstitute
@estherarmah
@mattbailey
@skollfoundation
@babechez
@aleshiaocasio

Top Tweeters in G3:
@hootsuite
@amanet
@shrm
@fordfoundation
@scclemons
@jkaufmanconsult
@bazdreisinger
@aspenascend
@nywomensfdn
@ideasforleaders

Top Tweeters in G4:
@smilingl8dy
@katrinawte
@belodyjs
@buddhists4pete
@holyspacemonkey
@dutchie4pete
@avantgame
@nerdypursuit
@milwaukee4pete
@kansas4pete

Top Tweeters in G5:
@insidermag
@britishlibrary
@jaideepprabhu
@thinkfest
@bookauthority
@bizbookawarduk
@be_remarkable
@qualityscotland
@learningnowtv
@alaa_garad

Top Tweeters in G6:
@qualityninja
@smarick
@vermontgmg
@amanda
@jonjalex
@amandaripley
@alexevansuk
@largerusnetwork
@aman

Top Tweeters in G7:
@mindofandre
@crodarte
@ivelyse
@onboardhealth
@katiedrasser
@shelinadavis
@tiffnetters
@maisery
@katiedra

Top Tweeters in G8:
@daviddark
@txsguy09
@ksprior
@historyhounding
@davidafrench
@nancyafrench
@thechrisbuskirk
@annacaudill4
@nashvillemann

Top Tweeters in G9:
@rosenchild
@hubbucket
@biontech_group
@dengsing

Top Tweeters in G10:
@julito77
@ricardorossello
@francislozano7
@coachomar


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