aspenideas, Twitter, 12/15/2022 7:01:34 PM, 286361


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aspenideas_2022-12-15_09-28-01.xlsx
aspenideas_2022-12-15_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3UWAGKF
@aspenideas
@colormeboulder
@vxvhdwywwefnwcu
@thomaschattwill
@aspenpubradio
@susanchubb1
@steven77435951
@paintwithalex
@nytimes
@joocarl48702308

Top hashtags:
#aspenideashealth
#aspenideas
#aspenideasclimate

Description:
Description
The graph represents a network of 110 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, 15 December 2022 at 17:28 UTC.

The requested start date was Thursday, 15 December 2022 at 01:01 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, 14-minute period from Thursday, 01 December 2022 at 15:12 UTC to Wednesday, 14 December 2022 at 21:26 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 : 110
Unique Edges : 114
Edges With Duplicates : 138
Total Edges : 252
Number of Edge Types : 5
Mentions : 90
Retweet : 43
MentionsInRetweet : 68
Replies to : 27
Tweet : 24
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0526315789473684
Reciprocated Edge Ratio : 0.1
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 104
Maximum Edges in a Connected Component : 247
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.610865
Graph Density : 0.0133444537114262
Modularity : 0.41275
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 110 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, 15 December 2022 at 17:28 UTC.

The requested start date was Thursday, 15 December 2022 at 01:01 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, 14-minute period from Thursday, 01 December 2022 at 15:12 UTC to Wednesday, 14 December 2022 at 21:26 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:
[2] https://www.aspenideas.org/sessions/book-talk-american-detox
[2] https://www.aspenideas.org/sessions/book-talk-the-invisible-kingdom-reimagining-chronic-illness
[2] https://www.aspenideas.org/attend/climate
[2] https://www.aspenideas.org/collections/looking-to-workers-to-measure-our-economy
[2] https://register.aspenideasclimate.org/event/408d5b92-62dd-46c2-b59e-127a1a67f993/summary
[2] https://www.aspenideas.org/attend/health
[2] https://www.aspenideas.org/articles/books-from-our-2022-festival-speakers
[1] https://www.aspenideas.org/podcasts/bonus-rebuilding-trust-in-science
[1] https://www.aspenideas.org/podcasts/bonus-can-robots-curb-loneliness
[1] https://www.aspenwords.org/programs/literary-prize/longlist/

Top URLs in Tweet in G1:
[2] https://www.aspenideas.org/sessions/book-talk-american-detox
[2] https://register.aspenideasclimate.org/event/408d5b92-62dd-46c2-b59e-127a1a67f993/summary
[2] https://www.aspenideas.org/attend/health
[2] https://www.aspenideas.org/articles/books-from-our-2022-festival-speakers
[2] https://www.aspenideas.org/sessions/book-talk-the-invisible-kingdom-reimagining-chronic-illness
[1] https://www.aspenideas.org/podcasts/awe-is-more-powerful-than-you-think
[1] https://www.aspenideas.org/sessions/gen-z-innovators-changing-the-world
[1] https://www.aspenideas.org/attend/climate
[1] https://www.aspenideas.org/attend/festival
[1] https://www.aspenideas.org/collections/saving-democracy-from-self-destruction

Top URLs in Tweet in G2:
[1] https://www.aspenwords.org/programs/literary-prize/longlist/
[1] https://www.aspenpublicradio.org/ideas-speakers-lectures
[1] https://www.dailymail.co.uk/femail/article-11503253/Photo-Prince-Harry-Netflix-trailer-actually-taken-Duke-dating-Chelsy-Davy.html?ito=social-twitter_mailonline
[1] https://www.thesun.co.uk/tv/20647848/harry-meghan-netflix-doc-hounded-by-press/?utm_source=twitter&utm_medium=social&utm_campaign=sharebarweb

Top URLs in Tweet in G4:
[1] https://twitter.com/aspenideas/status/1577423818984804353

Top URLs in Tweet in G7:
[1] https://twitter.com/aspenideas/status/1601280906823860224

Top URLs in Tweet in G8:
[1] https://twitter.com/aspenideas/status/1599050321946238976
[1] https://www.aspenideas.org/collections/looking-to-workers-to-measure-our-economy
[1] https://www.aspenideas.org/underwriters/pfizer
[1] https://www.aspenideas.org/attend/climate

Top URLs in Tweet in G9:
[1] https://twitter.com/aspenideas/status/1603077396173041664
[1] https://aspenfutureleaders.wufoo.com/forms/q1ltmixf1bwegme/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] aspenideashealth
[18] aspenideas
[9] aspenideasclimate
[3] aspenideastogo
[2] givingtuesday
[1] aspenlitprize
[1] patron
[1] bouldercolorado
[1] colormeaspen
[1] crohnsdisese



Top Hashtags in Tweet in G1:
[16] aspenideashealth
[13] aspenideas
[7] aspenideasclimate
[3] aspenideastogo
[1] crohnsdisese
[1] ccawareness

Top Hashtags in Tweet in G2:
[1] aspenlitprize
[1] patron
[1] aspenideas
[1] aspenideashealth

Top Hashtags in Tweet in G3:
[3] aspenideas

Top Hashtags in Tweet in G5:
[1] bouldercolorado
[1] colormeaspen

Top Hashtags in Tweet in G6:
[3] aspenideashealth

Top Hashtags in Tweet in G7:
[2] givingtuesday
[1] aspenideas

Top Hashtags in Tweet in G9:
[2] aspenideasclimate

Top Words
Top Words in Tweet in Entire Graph:
[61] aspenideas
[22] 2022
[21] perfect
[20] #aspenideashealth
[20] holiday
[20] books
[19] looking
[19] gift
[18] #aspenideas
[16] more

Top Words in Tweet in G1:
[26] aspenideas
[16] books
[16] perfect
[16] #aspenideashealth
[16] 2022
[15] gift
[15] looking
[15] holiday
[13] #aspenideas
[12] more

Top Words in Tweet in G2:
[5] aspenideas
[4] danporterfield
[3] aspeninstitute
[2] more
[2] aspenwords
[2] prize
[2] misinformation

Top Words in Tweet in G3:
[12] aspenideas
[11] corporate
[10] self
[10] human
[10] law
[7] branch
[5] war
[5] science
[5] organic
[5] pure

Top Words in Tweet in G4:
[7] frankluntz
[6] event
[5] aspenideas
[4] frank
[3] oct
[3] fringe
[3] theme
[3] 2nd
[3] polling
[3] expert

Top Words in Tweet in G5:
[2] boconewsorg

Top Words in Tweet in G6:
[5] aspenideas
[3] š
[3] books
[3] health
[3] looking
[3] gift
[3] speaâ
[3] perfect
[3] holiday
[3] list

Top Words in Tweet in G7:
[3] members
[3] thomaschattwill
[3] jonhaidt
[3] eboopatel
[3] tpn
[3] oooh
[3] congrats
[2] 2022
[2] reflecting
[2] change

Top Words in Tweet in G8:
[2] ideas
[2] build
[2] future

Top Words in Tweet in G9:
[5] climate
[4] 2023
[3] apply
[3] leaders
[3] future
[2] #aspenideasclimate
[2] ages
[2] 25
[2] chance
[2] summit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] perfect,holiday
[19] looking,perfect
[19] holiday,gift
[16] aspenideas,looking
[15] books,š
[15] š,2022
[10] avid,readers
[10] 2022,#aspenideas
[10] life,books
[10] readers,life

Top Word Pairs in Tweet in G1:
[15] looking,perfect
[15] holiday,gift
[15] perfect,holiday
[12] aspenideas,looking
[11] books,š
[11] š,2022
[9] avid,readers
[9] 2022,#aspenideas
[9] life,books
[9] readers,life

Top Word Pairs in Tweet in G2:
[2] danporterfield,aspenideas
[2] aspeninstitute,danporterfield

Top Word Pairs in Tweet in G3:
[5] pure,organic
[5] organic,science
[4] jural,society
[3] aspenideas,corporate
[3] duality,non
[3] judicial,branch
[3] non,existence
[3] programming,indoctrination
[2] govern,self
[2] heart,corporate

Top Word Pairs in Tweet in G4:
[4] aspenideas,frankluntz
[3] event,theme
[3] oct,event
[3] frankluntz,capx
[3] polling,expert
[3] cpsthinktank,conference
[3] 2nd,oct
[3] conference,fringe
[3] fringe,event
[3] capx,cpsthinktank

Top Word Pairs in Tweet in G6:
[3] advocate,list
[3] health,advocate
[3] 2022,#aspenideashealth
[3] aspenideas,looking
[3] books,š
[3] list,books
[3] š,2022
[3] gift,health
[3] #aspenideashealth,speaâ
[3] perfect,holiday

Top Word Pairs in Tweet in G7:
[3] eboopatel,jonhaidt
[3] oooh,congrats
[3] congrats,tpn
[3] members,thomaschattwill
[3] tpn,members
[3] thomaschattwill,eboopatel
[2] eboo,patel's
[2] clear,power
[2] #givingtuesday,makes
[2] within,today

Top Word Pairs in Tweet in G9:
[2] last,chance
[2] ages,18
[2] march,2023
[2] future,leaders
[2] discuss,climate
[2] chance,apply
[2] 25,discuss
[2] 18,25
[2] apply,future
[2] climate,summit

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@aspeninstitute
@stewart
@bfwalter
@letsmeatless
@jeromeadamsmd
@letgreglive_
@danporterfield
@arthurbrooks
@aspenascend

Top Replied-To in G1:
@aspenideas
@arthurbrooks
@letsmeatless
@bfwalter
@stewart

Top Replied-To in G2:
@aspeninstitute
@aspenideas
@danporterfield

Top Replied-To in G3:
@aspenideas
@aspenascend

Top Replied-To in G4:
@aspenideas

Top Replied-To in G6:
@aspenideas

Top Replied-To in G10:
@jeromeadamsmd

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@frankluntz
@rbeaulotto
@kkellyyoga
@meghanor
@miamibeachnews
@aspeninstitute
@aspenwords
@capx
@cpsthinktank

Top Mentioned in G1:
@aspenideas
@rbeaulotto
@kkellyyoga
@miamibeachnews
@meghanor
@aspeninstitute
@copublicradio
@ctznwell
@paulinaporizkov
@seabrinkley

Top Mentioned in G2:
@aspenideas
@aspenwords
@danporterfield
@aspenmusic
@acesaspen
@andersonranch
@aspenfood
@aspeninstitute
@saloveypeter
@yale

Top Mentioned in G3:
@aspenideas
@kkellyyoga
@miabirdsong
@rbeaulotto
@rohinianandphd
@paulinaporizkov
@seabrinkley
@j_cruel

Top Mentioned in G4:
@frankluntz
@capx
@cpsthinktank
@aspenideas
@trialbytruth
@jimmybo50
@buckeyederek81

Top Mentioned in G5:
@boconewsorg
@boulderweekly
@bouldarts
@cuboulder
@colo_chautauqua
@colorado
@aspenideas
@aspensnowmass

Top Mentioned in G6:
@aspenideas
@peterhotez
@drdanasuskind
@gitanjaliarao
@lindavillarosa
@meghanor
@isxenviro
@aparentnation

Top Mentioned in G7:
@thomaschattwill
@eboopatel
@jonhaidt
@progressntwrk
@aspenideas
@aspenpsi

Top Mentioned in G9:
@aspenideas
@miamibeachnews

Top Mentioned in G10:
@lifeatpurdue
@aspenideas

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@time
@susanchubb1
@maelysdervenn
@slackhq
@naphisoc
@doldiner
@norbertpiske
@rosario_strano
@dculberhouse

Top Tweeters in G1:
@time
@slackhq
@naphisoc
@doldiner
@norbertpiske
@rosario_strano
@properlookout
@shopdeb
@oneworldschool1
@bakadesuyo

Top Tweeters in G2:
@aspeninstitute
@yale
@ucberkeley
@stanford
@aspenpubradio
@robreich
@danporterfield
@acesaspen
@nilssonrut
@aspenwords

Top Tweeters in G3:
@aspenascend
@kkellyyoga
@seabrinkley
@paulinaporizkov
@miabirdsong
@rohinianandphd
@steven77435951
@j_cruel
@wildjuicechase

Top Tweeters in G4:
@susanchubb1
@maelysdervenn
@trialbytruth
@capx
@frankluntz
@cpsthinktank
@jimmybo50
@buckeyederek81

Top Tweeters in G5:
@colorado
@cuboulder
@aspensnowmass
@boconewsorg
@boulderweekly
@colo_chautauqua
@colormeboulder
@bouldarts

Top Tweeters in G6:
@peterhotez
@joocarl48702308
@meghanor
@drdanasuskind
@aparentnation
@gitanjaliarao
@isxenviro
@lindavillarosa

Top Tweeters in G7:
@thomaschattwill
@interfaithusa
@progressntwrk
@eboopatel
@jonhaidt
@aspenpsi

Top Tweeters in G8:
@dculberhouse
@brooksrainwater
@miamifoundation
@joyjan15

Top Tweeters in G9:
@elkinod
@miamibeachnews
@aienvironment

Top Tweeters in G10:
@lifeatpurdue
@jeromeadamsmd
@paintwithalex


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