aspenideas, Twitter, 8/25/2022 4:31:02 PM, 280691


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aspenideas_2022-08-25_09-28-01.xlsx
aspenideas_2022-08-25_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3cjOTRP
@aspenideas
@aspeninstitute
@stevebrant
@drleanawen
@dan6power
@ramonawritesla
@jnjglobalhealth
@belmont_kevin
@cntr4growth
@onelocalfamily

Top hashtags:
#aspenideas
#aspenideashealth
#jnjimpactventures
#fbfriday

Description:
Description
The graph represents a network of 385 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, 25 August 2022 at 16:28 UTC.

The requested start date was Thursday, 25 August 2022 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, 23-minute period from Thursday, 11 August 2022 at 00:54 UTC to Wednesday, 24 August 2022 at 23:17 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 : 385
Unique Edges : 586
Edges With Duplicates : 595
Total Edges : 1181
Number of Edge Types : 5
Replies to : 155
Mentions : 548
Retweet : 143
MentionsInRetweet : 322
Tweet : 13
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0512483574244415
Reciprocated Edge Ratio : 0.0975
Connected Components : 10
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 367
Maximum Edges in a Connected Component : 1158
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.616228
Graph Density : 0.00541125541125541
Modularity : 0.43616
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 385 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, 25 August 2022 at 16:28 UTC.

The requested start date was Thursday, 25 August 2022 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, 23-minute period from Thursday, 11 August 2022 at 00:54 UTC to Wednesday, 24 August 2022 at 23:17 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:
[4] https://www.aspenideas.org/sessions/the-kids-are-not-alrightbut-we-can-help
[3] https://www.aspenideas.org/articles/gen-z-young-scrappy-and-changing-the-world
[3] https://www.aspenideas.org/sessions/can-the-united-states-be-united-2
[3] https://www.aspenideas.org/sessions/reducing-food-waste-and-feeding-the-hungry
[2] https://www.aspenideas.org/sessions/women-at-the-top-how-bumble-and-honest-are-paving-the-way
[2] https://www.aspenideas.org/sessions/can-we-put-the-pandemic-behind-us
[2] https://www.aspenideas.org/articles/why-the-next-biomedical-revolution-starts-with-new-imaging-tools
[2] https://www.aspenideas.org/sessions/a-wrinkle-in-time-on-beauty-and-aging
[2] https://2ndsmartestguyintheworld.substack.com/p/pfizergate-official-government-reports
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-02074-3

Top URLs in Tweet in G1:
[3] https://www.aspenideas.org/articles/gen-z-young-scrappy-and-changing-the-world
[3] https://www.aspenideas.org/sessions/the-kids-are-not-alrightbut-we-can-help
[2] https://www.aspenideas.org/sessions/women-at-the-top-how-bumble-and-honest-are-paving-the-way
[1] https://www.aspenideas.org/podcasts/when-it-comes-to-education-do-parents-know-best
[1] https://www.aspenideas.org/collections/making-the-grade-helping-kids-and-parents-thrive
[1] https://www.aspenideas.org/collections/standout-sessions-from-the-2022-aspen-ideas-festival
[1] https://www.aspenideas.org/sessions/influence-is-your-superpower-workshop
[1] https://www.aspenideas.org/sessions/novavax-presents-the-last-mile-coming-together-to-make-vaccines-make-a-difference
[1] https://www.aspenideas.org/sessions/a-wrinkle-in-time-on-beauty-and-aging
[1] https://www.aspenideas.org/sessions/detoxyourfeed-workshop

Top URLs in Tweet in G2:
[2] https://www.aspenideas.org/sessions/can-we-put-the-pandemic-behind-us
[2] https://2ndsmartestguyintheworld.substack.com/p/pfizergate-official-government-reports
[1] https://www.washingtonpost.com/opinions/2021/10/26/children-covid-vaccine-protect-illness-death/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-02074-3
[1] https://threadreaderapp.com/thread/1562087099049730052.html
[1] https://mobile.twitter.com/DrLeanaWen/status/1482116843171102722
[1] https://mobile.twitter.com/DrLeanaWen/status/1496260637168709632
[1] https://mobile.twitter.com/luckytran/status/1550585852652392448
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=55f7ae3e-1ef0-11ed-81a1-554e55776a62&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0xNy9jb3ZpZC1zLWhhcm1mdWwtZWZmZWN0cy1vbi10aGUtYnJhaW4tcmV2ZXJiZXJhdGUteWVhcnMtbGF0ZXI=
[1] https://twitter.com/bhunni/status/1532395245765369857

Top URLs in Tweet in G3:
[1] https://twitter.com/aspenideas/status/1557790709779992576

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=lsK6YDkbcs8&feature=youtu.be

[1] https://www.today.com/video/why-selma-blair-was-so-thrilled-to-finally-receive-a-diagnosis-143257669528
[1] https://www.nytimes.com/2022/06/24/opinion/trump-jan-6-prosecution.html
[1] https://www.youtube.com/watch?v=lsK6YDkbcs8

[1] https://twitter.com/KyivAspen/status/1558019207287123968

Top URLs in Tweet in G5:
[1] https://impactventures.jnj.com/jjiv-news-insights/design-and-investment-equity-in-health-innovation-takeaways-from-aspen-ideas-health
[1] https://twitter.com/JNJGlobalHealth/status/1562073169736998914

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/pulse/careers-skills-thats-what-were-talking-ramona-schindelheim

Top URLs in Tweet in G7:
[1] https://www.nbcnews.com/video/hillary-clinton-stephen-hadley-discuss-legacy-of-madeleine-albright-143125573865

Top URLs in Tweet in G8:
[1] https://www.u-school.org/offerings/ulab-1x-2022

Top URLs in Tweet in G9:
[3] https://www.aspenideas.org/sessions/reducing-food-waste-and-feeding-the-hungry

Top URLs in Tweet in G10:
[1] https://www.change.org/p/form-a-model-white-house-cabinet-like-model-un

Top Domains
Top Domains in Tweet in Entire Graph:
[54] aspenideas.org
[15] twitter.com
[6] youtube.com
[2] substack.com
[1] nature.com
[1] cotopaxi.com
[1] unfinished.com
[1] jnj.com
[1] threadreaderapp.com
[1] bloomberg.com

Top Domains in Tweet in G1:
[36] aspenideas.org
[4] twitter.com
[1] unfinished.com
[1] cotopaxi.com
[1] hhph.org
[1] youtube.com
[1] the1a.org

Top Domains in Tweet in G2:
[4] twitter.com
[2] aspenideas.org
[2] substack.com
[1] washingtonpost.com
[1] nature.com
[1] threadreaderapp.com
[1] bloomberg.com
[1] reason.com
[1] democracynow.org
[1] youtube.com

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

Top Domains in Tweet in G4:
[2] youtube.com
[1] today.com
[1] nytimes.com
[1] twitter.com

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

Top Domains in Tweet in G6:
[1] linkedin.com

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

Top Domains in Tweet in G8:
[1] u-school.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] aspenideas
[12] aspenideashealth
[4] jnjimpactventures
[4] fbfriday
[3] imagingthefuture
[3] sustainability
[3] foodsecurity
[3] banking
[2] women
[2] tech



Top Hashtags in Tweet in G1:
[27] aspenideas
[9] aspenideashealth
[4] fbfriday
[3] banking
[2] latinos
[1] nationalhoneybeeday
[1] aspenideasclimate
[1] unfinishedlive
[1] centivox
[1] healthliteracy

Top Hashtags in Tweet in G4:
[5] aspenideas

Top Hashtags in Tweet in G5:
[4] jnjimpactventures
[1] aspenideashealth

Top Hashtags in Tweet in G6:
[1] jobs
[1] skills
[1] linkedin
[1] leadership
[1] trending
[1] tedx
[1] job
[1] business
[1] women
[1] nyt

Top Hashtags in Tweet in G8:
[1] leadingfromtheemergingfuture
[1] startrek

Top Hashtags in Tweet in G9:
[3] sustainability
[3] foodsecurity
[1] foodwaste
[1] aspenideas
[1] food

Top Words
Top Words in Tweet in Entire Graph:
[273] aspenideas
[127] drleanawen
[72] ericmwachter
[56] watch
[54] covid
[49] postopinions
[42] #aspenideas
[40] more
[39] health
[32] re

Top Words in Tweet in G1:
[68] aspenideas
[39] watch
[29] more
[28] age
[27] #aspenideas
[27] re
[26] lucky
[19] paulinaporizkov
[16] health
[15] learn

Top Words in Tweet in G2:
[127] drleanawen
[121] aspenideas
[72] ericmwachter
[49] postopinions
[47] covid
[24] long
[14] collettecowan
[12] austonwhite3
[11] children
[11] point

Top Words in Tweet in G3:
[17] aidankohnmurphy
[16] aspenideas
[15] genzforchange
[14] high
[14] school
[14] went
[14] organizing
[14] phone
[14] bank
[14] founding

Top Words in Tweet in G4:
[9] aspeninstitute
[7] cryptocurrency
[7] brianbrooksus
[5] aspenideas
[5] trustworthy
[5] alternative
[5] dangerous
[5] speculation
[5] bitfurygroup
[5] #aspenideas

Top Words in Tweet in G5:
[8] jnjglobalhealth
[6] health
[6] aspenideas
[5] 2022
[4] #jnjimpactventures
[4] convened
[4] innovators
[4] discuss
[4] inclusive
[4] equitable

Top Words in Tweet in G6:
[7] linkedin
[6] workingknowledge
[6] newsletter
[6] live
[6] careers
[6] skills
[6] talking
[5] ramonawritesla
[2] aspenideas

Top Words in Tweet in G7:
[19] aspenideas
[17] hillaryclinton
[16] former
[9] madeleine
[9] nbcnews
[9] sec
[8] believed
[8] america
[8] exceptional
[8] indispensable

Top Words in Tweet in G9:
[9] food
[9] collectivefare
[9] founder
[9] ceo
[8] watch
[8] aspenfood
[7] 2022
[6] aspenideas
[6] rethinkfood
[6] matt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[62] drleanawen,ericmwachter
[62] ericmwachter,aspenideas
[57] drleanawen,aspenideas
[49] aspenideas,postopinions
[26] re,lucky
[17] long,covid
[15] high,school
[15] school,aidankohnmurphy
[15] aidankohnmurphy,went
[15] went,organizing

Top Word Pairs in Tweet in G1:
[26] re,lucky
[13] aging,choice
[13] choice,age
[13] age,re
[13] lucky,re
[13] lucky,age
[13] age,privilege
[13] privilege,paulinaporizkov
[13] paulinaporizkov,watch
[12] aspenideas,aging

Top Word Pairs in Tweet in G2:
[62] ericmwachter,aspenideas
[62] drleanawen,ericmwachter
[57] drleanawen,aspenideas
[49] aspenideas,postopinions
[17] long,covid
[13] collettecowan,drleanawen
[7] far,covid
[7] covid,minimizers
[7] minimizers,ve
[7] ve,written

Top Word Pairs in Tweet in G3:
[14] aspenideas,high
[14] high,school
[14] school,aidankohnmurphy
[14] aidankohnmurphy,went
[14] went,organizing
[14] organizing,phone
[14] phone,bank
[14] bank,founding
[14] founding,genzforchange
[14] genzforchange,nonprofit

Top Word Pairs in Tweet in G4:
[5] cryptocurrency,trustworthy
[5] trustworthy,alternative
[5] alternative,dangerous
[5] dangerous,speculation
[5] speculation,brianbrooksus
[5] brianbrooksus,bitfurygroup
[4] aspeninstitute,cryptocurrency
[4] bitfurygroup,brooksentwistl
[2] check,todayshow
[2] todayshow,segment

Top Word Pairs in Tweet in G5:
[4] #jnjimpactventures,convened
[4] convened,health
[4] health,innovators
[4] innovators,aspenideas
[4] aspenideas,discuss
[4] discuss,inclusive
[4] inclusive,equitable
[4] equitable,transformative
[4] thank,jnjglobalhealth
[4] jnjglobalhealth,featuring

Top Word Pairs in Tweet in G6:
[6] workingknowledge,newsletter
[6] newsletter,live
[6] live,linkedin
[6] linkedin,careers
[6] careers,skills
[6] skills,talking
[5] ramonawritesla,workingknowledge

Top Word Pairs in Tweet in G7:
[9] nbcnews,aspenideas
[8] aspenideas,madeleine
[8] madeleine,believed
[8] believed,america
[8] america,exceptional
[8] exceptional,indispensable
[8] indispensable,country
[8] country,hillaryclinton
[8] hillaryclinton,reflects
[8] reflects,life

Top Word Pairs in Tweet in G9:
[9] founder,ceo
[6] matt,jozwiak
[5] jozwiak,founder
[4] latoya,meaders
[4] meaders,co
[4] co,founder
[4] ceo,collectivefare
[4] collectivefare,watch
[3] rethinkfood,one
[3] one,partners

Top Replied-To
Top Replied-To in Entire Graph:
@drleanawen
@aspenideas
@djdynamicnc
@austonwhite3
@trishthedish_7
@ericmwachter
@michael67856910
@davidwestin
@renmarkable1
@psydr4

Top Replied-To in G1:
@aspenideas
@jessicaalba
@cristinamdnyc
@jnjglobalhealth
@jnjnursing
@nxthompson
@dariogila
@unitedtalent
@novavax

Top Replied-To in G2:
@drleanawen
@djdynamicnc
@austonwhite3
@trishthedish_7
@ericmwachter
@michael67856910
@renmarkable1
@psydr4
@plumazul
@thearghonaut

Top Replied-To in G3:
@aapiequity
@aspenideas

Top Replied-To in G4:
@pavlokovtonyuk

Top Replied-To in G7:
@yamiche

Top Replied-To in G9:
@rethinkfood
@mealsforgood
@aspenfood

Top Replied-To in G10:
@garywockner

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@ericmwachter
@drleanawen
@postopinions
@aidankohnmurphy
@hillaryclinton
@paulinaporizkov
@genzforchange
@collettecowan
@aspeninstitute

Top Mentioned in G1:
@aspenideas
@paulinaporizkov
@lorirosebenson
@hhphorg
@j_cruel
@drsammytweets
@novavax
@richardengel
@ldamour
@alainamwood

Top Mentioned in G2:
@aspenideas
@ericmwachter
@drleanawen
@postopinions
@collettecowan
@austonwhite3
@nicknobbe
@chrisblock2

Top Mentioned in G3:
@aidankohnmurphy
@aspenideas
@genzforchange
@kulkarnimanju
@ericpliu
@citizenuniv
@jgreenblattadl
@adl
@poetabook
@westvirginiau

Top Mentioned in G4:
@aspeninstitute
@brianbrooksus
@aspenideas
@bitfurygroup
@brooksentwistle
@ylanmui
@uhcteamua
@todayshow
@sheinellejones

Top Mentioned in G5:
@jnjglobalhealth
@aspenideas
@aj_oasis
@ashleewisdom
@aspeninnovators
@rock_health
@katiedrasser
@healthdesign_ed
@drmoniqueasmith
@tsionghedamu

Top Mentioned in G6:
@linkedin
@ramonawritesla
@aspenideas
@workingnation
@jfftweets
@shrm
@disabilityin
@workforceincl
@sxswedu
@quorumanalytics

Top Mentioned in G7:
@aspenideas
@hillaryclinton
@nbcnews
@yamiche
@stephenhadley

Top Mentioned in G8:
@presencing_inst
@marymcdonnell10
@susaneisenberg1
@evolutionshift
@dalebiron
@bobone4all
@barbarahankins1
@hlovins
@rianeeisler
@bbiconsultant

Top Mentioned in G9:
@collectivefare
@aspenfood
@aspenideas
@ckummer
@rethinkfood
@asp
@a
@bittman

Top Mentioned in G10:
@robathon16
@andrewyang
@fwd_party
@aspenideas
@votesustainable
@kittyboone
@inthistogether0
@representus
@honkelthomson

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@bob_stinson1234
@business
@nytimes
@tomo_hiko
@sdvicto
@gpbgeorge
@nbcnews
@narnfan
@sussrbr

Top Tweeters in G1:
@bob_stinson1234
@gpbgeorge
@narnfan
@sussrbr
@fernandomunioz7
@jackthelad1947
@mycatsmom99
@easy_mfpeasy
@rosario_strano
@warriortilend

Top Tweeters in G2:
@tomo_hiko
@pauladrake
@djdynamicnc
@postopinions
@giufuliafa
@bricolix
@redview1975
@gingeek
@lawriter
@5explorer

Top Tweeters in G3:
@seanflan45
@mummacity
@sarahwh50688441
@adl
@westvirginiau
@ericpliu
@edward_breslin
@jgreenblattadl
@cogitomundi
@wethepeoplethe3

Top Tweeters in G4:
@nytimes
@todayshow
@rickhasen
@frg_berlin_gdr
@aspeninstitute
@ylanmui
@markdeanemails
@anodyne23
@ripple
@sheinellejones

Top Tweeters in G5:
@ashleewisdom
@mindofandre
@jnjglobalhealth
@jfoliveri
@udnore
@rock_health
@imntwiga
@felixmchinea
@aspeninnovators
@katiedrasser

Top Tweeters in G6:
@shrm
@tedtalks
@peteracallstrom
@jfftweets
@linkedin
@disabilityin
@workingnation
@opptyatwork
@onelocalfamily
@tedfellow

Top Tweeters in G7:
@nbcnews
@yamiche
@hillaryclinton
@brizelzalmen
@stephenhadley
@anissa_katte30
@rfxz13
@dft_sdf
@sde_xs
@bxzt12

Top Tweeters in G8:
@stevebrant
@susaneisenberg1
@bobone4all
@evolutionshift
@marymcdonnell10
@hlovins
@rianeeisler
@tedchris
@dalebiron
@presencing_inst

Top Tweeters in G9:
@weincludedorg
@sdgscolab
@a
@ckummer
@asp
@rethinkfood
@emergebrooklyn
@mealsforgood
@aspenfood
@collectivefare

Top Tweeters in G10:
@votesustainable
@andrewyang
@representus
@garywockner
@kittyboone
@fwd_party
@dan6power
@honkelthomson
@inthistogether0
@robathon16


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