aspenideas, Twitter, 9/1/2022 4:31:59 PM, 281096


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aspenideas_2022-09-01_09-28-02.xlsx
aspenideas_2022-09-01_09-28-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3Q2HLHe
@aspenideas
@ruthsteinholtz
@drleanawen
@mountsinainyc
@belmont_kevin
@aspeninstitute
@jnjglobalhealth
@aspenfood
@hiromithanku
@jakubhlavka

Top hashtags:
#aspenideashealth
#aspenideas
#longcovid
#jnjimpactventures

Description:
Description
The graph represents a network of 377 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, 01 September 2022 at 16:28 UTC.

The requested start date was Thursday, 01 September 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, 11-hour, 56-minute period from Thursday, 18 August 2022 at 09:30 UTC to Wednesday, 31 August 2022 at 21:27 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 : 377
Unique Edges : 472
Edges With Duplicates : 467
Total Edges : 939
Number of Edge Types : 5
Mentions : 370
Retweet : 155
MentionsInRetweet : 294
Replies to : 99
Tweet : 21
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0521327014218009
Reciprocated Edge Ratio : 0.0990990990990991
Connected Components : 15
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 349
Maximum Edges in a Connected Component : 905
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.858242
Graph Density : 0.00469834640781082
Modularity : 0.488961
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 377 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, 01 September 2022 at 16:28 UTC.

The requested start date was Thursday, 01 September 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, 11-hour, 56-minute period from Thursday, 18 August 2022 at 09:30 UTC to Wednesday, 31 August 2022 at 21:27 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/collections/making-work-work-for-everybody
[3] https://www.aspenideas.org/sessions/gen-z-innovators-changing-the-world
[3] https://www.aspenideas.org/sessions/reducing-food-waste-and-feeding-the-hungry
[3] https://twitter.com/aspenideas/status/1558872834428096512
[2] https://www.aspenideas.org/sessions/can-robots-combat-loneliness
[2] https://www.aspenideas.org/articles/exploring-psychedelics-in-a-new-era-in-ptsd-treatment
[2] https://www.aspenideas.org/sessions/a-wrinkle-in-time-on-beauty-and-aging
[2] https://www.aspenideas.org/articles/why-the-next-biomedical-revolution-starts-with-new-imaging-tools
[2] https://twitter.com/aspenideas/status/1554548591909343233
[2] https://www.aspenideas.org/sessions/can-we-put-the-pandemic-behind-us

Top URLs in Tweet in G1:
[5] https://www.aspenideas.org/collections/making-work-work-for-everybody
[3] https://www.aspenideas.org/sessions/gen-z-innovators-changing-the-world
[2] https://www.aspenideas.org/sessions/can-robots-combat-loneliness
[2] https://www.aspenideas.org/sessions/the-kids-are-not-alrightbut-we-can-help
[2] https://www.aspenideas.org/articles/gen-z-young-scrappy-and-changing-the-world
[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://twitter.com/nytimes/status/1561820553543094272
[1] https://www.aspenideas.org/podcasts/inside-the-mind-of-a-dog

Top URLs in Tweet in G2:
[1] https://www.aspenideas.org/sessions/can-we-put-the-pandemic-behind-us
[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://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/1562084874030387200
[1] https://podcasts.apple.com/us/podcast/75-the-point-of-care/id1488523483?i=1000577443707
[1] https://twitter.com/JNJGlobalHealth/status/1562073169736998914
[1] https://twitter.com/JNJNursing/status/1563169244967096322
[1] https://impactventures.jnj.com/jjiv-news-insights/design-and-investment-equity-in-health-innovation-takeaways-from-aspen-ideas-health
[1] https://www.forbes.com/sites/alineholzwarth/2022/06/21/16-healthcare-innovators-that-you-should-know/?sh=630913cc6c4a

Top URLs in Tweet in G4:
[1] https://www.aspenideas.org/podcasts/following-dirty-money-around-the-world

Top URLs in Tweet in G5:
[3] https://www.aspenideas.org/sessions/reducing-food-waste-and-feeding-the-hungry
[1] https://www.sprawlusa.com/
[1] https://twitter.com/aspenideas/status/1561814213420404736

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=lsK6YDkbcs8

[1] https://twitter.com/KyivAspen/status/1558019207287123968
[1] https://www.youtube.com/watch?v=lsK6YDkbcs8&feature=youtu.be


Top URLs in Tweet in G7:
[1] https://www.aspenideas.org/articles/exploring-psychedelics-in-a-new-era-in-ptsd-treatment

Top URLs in Tweet in G8:
[1] https://www.aspenideas.org/collections/making-work-work-for-everybody
[1] https://twitter.com/wearesuma/status/1564351664403820544
[1] https://twitter.com/aspenideas/status/1564308112282071040

Top URLs in Tweet in G9:
[1] https://www.cnbc.com/2022/07/07/white-house-covid-czar-dr-ashish-jha-why-were-still-in-a-pandemic.html

Top Domains
Top Domains in Tweet in Entire Graph:
[61] aspenideas.org
[21] twitter.com
[3] youtube.com
[1] apple.com
[1] cotopaxi.com
[1] aspenpublicradio.org
[1] data.org
[1] firststreet.org
[1] sprawlusa.com
[1] cnbc.com

Top Domains in Tweet in G1:
[41] aspenideas.org
[6] twitter.com
[1] cotopaxi.com
[1] ey.com

Top Domains in Tweet in G2:
[1] aspenideas.org
[1] washingtonpost.com
[1] nature.com
[1] threadreaderapp.com
[1] bloomberg.com
[1] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] apple.com
[1] jnj.com
[1] forbes.com

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

Top Domains in Tweet in G5:
[3] aspenideas.org
[1] sprawlusa.com
[1] twitter.com

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

Top Domains in Tweet in G7:
[1] aspenideas.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] aspenideashealth
[29] aspenideas
[8] longcovid
[6] jnjimpactventures
[4] sustainability
[3] seeyounow
[3] foodsecurity
[3] openscience
[2] healthequity
[2] healthcare



Top Hashtags in Tweet in G1:
[18] aspenideas
[17] aspenideashealth
[2] nationaldogday
[2] ceos
[1] nationalhoneybeeday
[1] seeyounow
[1] tech
[1] strategyrealized
[1] centivox
[1] nowfollowing

Top Hashtags in Tweet in G3:
[6] jnjimpactventures
[3] aspenideashealth
[2] seeyounow
[1] nurse
[1] healthequity
[1] healthcare
[1] nurses

Top Hashtags in Tweet in G5:
[3] aspenideas
[3] sustainability
[3] foodsecurity
[2] foodwaste
[1] food
[1] foodsystem
[1] publicgood
[1] communitykitchen
[1] regenerativeag
[1] goodfood4all

Top Hashtags in Tweet in G6:
[1] aspenideas

Top Hashtags in Tweet in G7:
[8] aspenideashealth
[7] longcovid
[3] aspenideas
[2] clinicaldepression
[2] majordepressivedisorder
[2] persistentdepressivedisorder
[1] livefromaspen

Top Words
Top Words in Tweet in Entire Graph:
[201] aspenideas
[70] drleanawen
[60] postopinions
[56] watch
[48] covid
[45] health
[41] more
[35] re
[30] age
[30] lucky

Top Words in Tweet in G1:
[70] aspenideas
[41] watch
[32] more
[30] age
[30] re
[30] lucky
[21] paulinaporizkov
[19] aging
[18] #aspenideas
[17] #aspenideashealth

Top Words in Tweet in G2:
[70] drleanawen
[61] aspenideas
[60] postopinions
[41] covid
[22] long
[15] children
[11] including
[10] ve
[9] far
[9] minimizers

Top Words in Tweet in G3:
[13] aspenideas
[11] jnjglobalhealth
[10] health
[8] innovators
[7] care
[6] point
[6] fellows
[6] #jnjimpactventures
[6] convened
[6] discuss

Top Words in Tweet in G4:
[25] criminals
[25] always
[25] early
[25] tech
[25] adopters
[25] true
[25] '
[25] idashboard
[25] compelling
[25] interesting

Top Words in Tweet in G5:
[9] founder
[9] ceo
[8] aspenideas
[7] watch
[7] food
[6] 2022
[5] matt
[5] jozwiak
[4] latoya
[4] meaders

Top Words in Tweet in G6:
[8] ukraine
[5] health
[4] aspeninstitute
[4] aspenideas
[4] war
[4] pavlokovtonyuk
[4] uhcteamua
[3] cryptocurrency
[3] trustworthy
[3] alternative

Top Words in Tweet in G7:
[8] #aspenideashealth
[8] mountsinainyc
[7] david
[7] putrino
[7] phd
[7] discusses
[7] three
[7] important
[7] things
[7] know

Top Words in Tweet in G8:
[8] women
[6] wearesuma
[6] black
[6] latina
[6] launching
[6] majority
[6] companies
[6] today
[6] 50
[5] bea_latina

Top Words in Tweet in G9:
[16] science
[8] recently
[8] aspenideas
[8] ashishkjha
[8] stated
[8] biological
[8] right
[8] social
[8] wrong
[7] drbgellin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[60] aspenideas,postopinions
[59] drleanawen,aspenideas
[30] re,lucky
[25] criminals,always
[25] always,early
[25] early,tech
[25] tech,adopters
[25] adopters,true
[25] true,'
[25] ',idashboard

Top Word Pairs in Tweet in G1:
[30] re,lucky
[15] aging,choice
[15] choice,age
[15] age,re
[15] lucky,re
[15] lucky,age
[15] age,privilege
[15] privilege,paulinaporizkov
[15] paulinaporizkov,watch
[14] aspenideas,aging

Top Word Pairs in Tweet in G2:
[60] aspenideas,postopinions
[59] drleanawen,aspenideas
[19] long,covid
[9] far,covid
[9] covid,minimizers
[9] minimizers,ve
[9] ve,written
[9] written,spoken
[9] spoken,extensively
[9] extensively,dangers

Top Word Pairs in Tweet in G3:
[6] point,care
[6] #jnjimpactventures,convened
[6] convened,health
[6] health,innovators
[6] innovators,aspenideas
[6] aspenideas,discuss
[6] discuss,inclusive
[6] inclusive,equitable
[6] equitable,transformative
[5] healthy,communities

Top Word Pairs in Tweet in G4:
[25] criminals,always
[25] always,early
[25] early,tech
[25] tech,adopters
[25] adopters,true
[25] true,'
[25] ',idashboard
[25] idashboard,compelling
[25] compelling,interesting
[24] ruthsteinholtz,'what

Top Word Pairs in Tweet in G5:
[9] founder,ceo
[5] matt,jozwiak
[5] jozwiak,founder
[4] latoya,meaders
[4] meaders,co
[4] co,founder
[4] ceo,collectivefare
[4] collectivefare,watch
[3] watch,2022
[3] 2022,aspenideas

Top Word Pairs in Tweet in G6:
[3] cryptocurrency,trustworthy
[3] trustworthy,alternative
[3] alternative,dangerous
[3] dangerous,speculation
[3] speculation,brianbrooksus
[3] brianbrooksus,bitfurygroup
[3] pavlokovtonyuk,co
[3] co,founder
[3] founder,uhcteamua
[3] uhcteamua,deputy

Top Word Pairs in Tweet in G7:
[7] david,putrino
[7] putrino,phd
[7] phd,discusses
[7] discusses,three
[7] three,important
[7] important,things
[7] things,know
[7] know,#longcovid
[7] #longcovid,#aspenideashealth
[7] #aspenideashealth,single

Top Word Pairs in Tweet in G8:
[6] black,latina
[6] latina,women
[6] women,launching
[6] launching,majority
[6] majority,companies
[6] companies,today
[6] today,50
[5] 50,rate
[5] rate,higher
[5] higher,anybody

Top Word Pairs in Tweet in G9:
[8] recently,aspenideas
[8] aspenideas,ashishkjha
[8] ashishkjha,stated
[8] stated,biological
[8] biological,science
[8] science,right
[8] right,social
[8] social,science
[8] science,wrong
[7] drbgellin,recently

Top Replied-To
Top Replied-To in Entire Graph:
@drleanawen
@aspenideas
@thearghonaut
@renmarkable1
@michael67856910
@paulinaporizkov
@plumazul
@lorettamccarthy
@jnjnursing
@jessicaalba

Top Replied-To in G1:
@aspenideas
@paulinaporizkov
@cristinamdnyc
@jnjglobalhealth
@stewart
@nxthompson
@jessicaalba
@jnjnursing
@lorettamccarthy
@sallygbridgford

Top Replied-To in G2:
@drleanawen
@thearghonaut
@renmarkable1
@michael67856910
@plumazul
@crrs07216707
@jeremyt02970278
@ljojn146
@icisic365
@mayalayla0524

Top Replied-To in G3:
@ekemma
@drprish

Top Replied-To in G5:
@ajarviscali
@aspenideas

Top Replied-To in G6:
@pavlokovtonyuk

Top Replied-To in G10:
@aapiequity

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@postopinions
@drleanawen
@idashboard
@ruthsteinholtz
@paulinaporizkov
@jnjglobalhealth
@hillaryclinton
@mountsinainyc
@ashishkjha

Top Mentioned in G1:
@aspenideas
@paulinaporizkov
@j_cruel
@drsammytweets
@ldamour
@alainamwood
@zelenskyyua
@richardengel
@jeromeadamsmd
@phrma

Top Mentioned in G2:
@aspenideas
@postopinions
@drleanawen
@nicknobbe
@ericmwachter

Top Mentioned in G3:
@aspenideas
@jnjglobalhealth
@aspeninnovators
@aj_oasis
@ashleewisdom
@jdinitiatives
@tydfoundation
@gwfellow
@atlanticfellows
@aspennewvoices

Top Mentioned in G4:
@idashboard
@ruthsteinholtz
@drewoccrp
@billbrowder
@nprkelly
@aspenideas

Top Mentioned in G5:
@aspenideas
@bittman
@collectivefare
@aspenfood
@ckummer
@rethinkfood
@asp
@bezosearthfund
@georgemonbiot

Top Mentioned in G6:
@aspeninstitute
@aspenideas
@uhcteamua
@brianbrooksus
@bitfurygroup
@pavlokovtonyuk
@jakubhlavka
@aspeninstce
@kyivaspen

Top Mentioned in G7:
@mountsinainyc
@rachelyehuda
@aspenideas
@putrinolab

Top Mentioned in G8:
@wearesuma
@bea_latina
@aspenideas
@vitalizevc

Top Mentioned in G9:
@aspenideas
@ashishkjha
@drbgellin

Top Mentioned in G10:
@kulkarnimanju
@aspenideas
@ericpliu
@citizenuniv
@jgreenblattadl
@adl
@poetabook
@westvirginiau

Top Tweeters
Top Tweeters in Entire Graph:
@bob_stinson1234
@john_siracusa
@roripierpont1
@kcolaizzo
@nytimes
@annie5133
@tomo_hiko
@forbes
@sdvicto
@siadasha

Top Tweeters in G1:
@john_siracusa
@kcolaizzo
@nytimes
@jwillieii
@esienne
@narnfan
@shijesings
@slackhq
@jackthelad1947
@librariesval

Top Tweeters in G2:
@tomo_hiko
@pauladrake
@postopinions
@giufuliafa
@bricolix
@redview1975
@gingeek
@5explorer
@plumazul
@steviemacsports

Top Tweeters in G3:
@forbes
@ashleewisdom
@ekemma
@mindofandre
@jnjglobalhealth
@danyasteele
@jfoliveri
@drprish
@udnore
@rock_health

Top Tweeters in G4:
@roripierpont1
@annie5133
@siadasha
@eyemagistus
@franksowa1
@dio7genes
@kathjohnsonart
@krisellyn
@winnermegan
@ivan511511

Top Tweeters in G5:
@weincludedorg
@sdgscolab
@georgemonbiot
@karyncaplan
@a
@ckummer
@farmland
@bittman
@robathon16
@ajarviscali

Top Tweeters in G6:
@aspeninstitute
@ylanmui
@ripple
@bitfurygroup
@aspeninstce
@polhava
@pavlokovtonyuk
@faniali24011007
@ukraine
@jakubhlavka

Top Tweeters in G7:
@soniapertor
@mountsinainyc
@sinaibrain
@foeri000
@heathergridiron
@putrinolab
@dat_jessi
@silviafranke4
@rachelyehuda
@mummele1

Top Tweeters in G8:
@christyt51
@spectraspeaks
@nahrep
@vitalizevc
@garynahrep
@samaraconnects
@bea_latina
@wearesuma
@angelesinvestor

Top Tweeters in G9:
@ntemid
@nanjala1
@hlanthorn
@ssrc_org
@ashishkjha
@jjhoutman
@echarlu
@annalilharvey
@drbgellin

Top Tweeters in G10:
@adl
@westvirginiau
@ericpliu
@jgreenblattadl
@citizenuniv
@poetabook
@belmont_kevin
@kulkarnimanju
@aapiequity


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