aspenideas, Twitter, 9/8/2022 4:31:03 PM, 281536


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aspenideas_2022-09-08_09-28-01.xlsx
aspenideas_2022-09-08_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 08, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3RKvJna
@aspenideas
@ruthsteinholtz
@jannalevin
@aspeninstitute
@mountsinainyc
@skollfoundation
@robathon16
@jnjglobalhealth
@aspenpubradio
@ortizee21ios08

Top hashtags:
#aspenideashealth
#aspenideas
#longcovid
#entrepreneurs

Description:
Description
The graph represents a network of 340 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, 08 September 2022 at 16:28 UTC.

The requested start date was Thursday, 08 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, 18-hour, 56-minute period from Thursday, 25 August 2022 at 00:13 UTC to Wednesday, 07 September 2022 at 19:09 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 : 340
Unique Edges : 396
Edges With Duplicates : 429
Total Edges : 825
Number of Edge Types : 5
Retweet : 162
MentionsInRetweet : 295
Mentions : 298
Replies to : 53
Tweet : 17
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.0562613430127042
Reciprocated Edge Ratio : 0.106529209621993
Connected Components : 11
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 308
Maximum Edges in a Connected Component : 787
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.844803
Graph Density : 0.00504945340968246
Modularity : 0.506167
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 340 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, 08 September 2022 at 16:28 UTC.

The requested start date was Thursday, 08 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, 18-hour, 56-minute period from Thursday, 25 August 2022 at 00:13 UTC to Wednesday, 07 September 2022 at 19:09 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://podcasts.apple.com/us/podcast/75-the-point-of-care/id1488523483?i=1000577443707
[3] https://www.aspenideas.org/sessions/gen-z-innovators-changing-the-world
[3] https://twitter.com/aspenideas/status/1558872834428096512
[2] https://www.aspenideas.org/articles/how-to-make-and-keep-friends
[2] https://www.aspenideas.org/sessions/can-robots-combat-loneliness
[2] https://podcasts.apple.com/us/podcast/aspen-ideas-to-go/id702896920?i=1000577194763
[2] https://twitter.com/aspenideas/status/1563289685887029248
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-02074-3
[2] https://www.aspenideas.org/sessions/the-fog-of-war-how-do-you-know-what-to-believe

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/articles/how-to-make-and-keep-friends
[1] https://www.aspenideas.org/sessions/what-is-beauty
[1] https://twitter.com/nytimes/status/1561820553543094272
[1] https://www.aspenideas.org/podcasts/inside-the-mind-of-a-dog
[1] https://www.aspenideas.org/sessions/opening-session-2
[1] https://www.aspenideas.org/articles/books-from-our-2022-festival-speakers
[1] https://www.aspenideas.org/articles/books-from-our-2022-health-speakers

Top URLs in Tweet in G2:
[1] https://podcasts.apple.com/us/podcast/aspen-ideas-to-go/id702896920?i=1000577194763
[1] https://www.aspenideas.org/podcasts/following-dirty-money-around-the-world

Top URLs in Tweet in G3:
[2] https://twitter.com/aspenideas/status/1563289685887029248

Top URLs in Tweet in G4:
[1] https://www.today.com/video/why-selma-blair-was-so-thrilled-to-finally-receive-a-diagnosis-143257669528
[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 G5:
[1] https://www.aspenideas.org/sessions/reducing-food-waste-and-feeding-the-hungry
[1] https://skoll.org/2022/08/18/innovating-better-health-outcomes-for-all-don-gips-joins-three-skoll-awardees-at-aspen-ideas-2022/
[1] https://twitter.com/aspenideas/status/1561814213420404736
[1] https://www.sprawlusa.com/

Top URLs in Tweet in G6:
[3] https://podcasts.apple.com/us/podcast/75-the-point-of-care/id1488523483?i=1000577443707
[1] https://twitter.com/aspenideas/status/1562084874030387200
[1] https://twitter.com/JNJNursing/status/1563169244967096322

Top URLs in Tweet in G7:
[2] 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://www.wsj.com/articles/the-cancellation-of-leana-wen-covid-cnn-american-public-health-association-11661291645
[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://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec

Top URLs in Tweet in G8:
[2] https://www.aspenideas.org/sessions/the-fog-of-war-how-do-you-know-what-to-believe

Top URLs in Tweet in G9:
[1] https://www.aspenideas.org/articles/exploring-psychedelics-in-a-new-era-in-ptsd-treatment

Top URLs in Tweet in G10:
[1] https://twitter.com/aspenideas/status/1564585736967491585

Top Domains
Top Domains in Tweet in Entire Graph:
[40] aspenideas.org
[20] twitter.com
[5] apple.com
[4] youtube.com
[2] nature.com
[1] wsj.com
[1] ft.com
[1] today.com
[1] skoll.org
[1] aspenpublicradio.org

Top Domains in Tweet in G1:
[29] aspenideas.org
[3] twitter.com
[1] youtube.com
[1] apple.com
[1] ey.com

Top Domains in Tweet in G2:
[1] apple.com
[1] aspenideas.org

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

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

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

Top Domains in Tweet in G6:
[3] apple.com
[2] twitter.com

Top Domains in Tweet in G7:
[2] nature.com
[1] wsj.com
[1] aspenideas.org
[1] washingtonpost.com
[1] ft.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] aspenideashealth
[20] aspenideas
[8] longcovid
[5] entrepreneurs
[5] innovators
[5] skollawardee
[3] aspenideasclimate
[3] readabookday
[3] nurses
[3] healthcare



Top Hashtags in Tweet in G1:
[15] aspenideashealth
[10] aspenideas
[2] nationaldogday
[2] readabookday
[2] ceos
[1] seeyounow
[1] aspenideasclimate
[1] oligarchs
[1] banks
[1] moneylaundering

Top Hashtags in Tweet in G4:
[2] aspenideas

Top Hashtags in Tweet in G5:
[5] skollawardee
[2] aspenideas
[1] foodwaste
[1] foodsystem
[1] publicgood
[1] communitykitchen
[1] regenerativeag
[1] goodfood4all
[1] societyoffellows
[1] plantbased

Top Hashtags in Tweet in G6:
[5] entrepreneurs
[5] innovators
[3] nurses
[3] healthcare
[2] nurse
[2] anainnovation
[2] aspenideashealth
[2] seeyounow
[1] healthequity

Top Hashtags in Tweet in G9:
[8] aspenideashealth
[7] longcovid
[3] aspenideas
[2] clinicaldepression
[2] majordepressivedisorder
[2] persistentdepressivedisorder
[1] livefromaspen

Top Hashtags in Tweet in G10:
[5] aspenideashealth

Top Words
Top Words in Tweet in Entire Graph:
[156] aspenideas
[49] watch
[41] health
[35] black
[33] care
[31] #aspenideashealth
[31] tech
[30] criminals
[30] true
[29] always

Top Words in Tweet in G1:
[54] aspenideas
[34] watch
[24] age
[24] re
[24] lucky
[18] paulinaporizkov
[16] health
[16] need
[16] aging
[15] more

Top Words in Tweet in G2:
[29] criminals
[29] always
[29] early
[29] tech
[29] adopters
[29] true
[29] '
[29] idashboard
[29] compelling
[29] interesting

Top Words in Tweet in G3:
[27] black
[18] jannalevin
[17] tell
[17] many
[17] times
[17] asked
[17] anyone
[17] care
[17] hole
[17] 55

Top Words in Tweet in G4:
[8] ukraine
[7] aspenideas
[5] aspeninstitute
[5] health
[4] festival
[4] war
[4] pavlokovtonyuk
[4] uhcteamua
[3] co
[3] founder

Top Words in Tweet in G5:
[9] ceo
[6] health
[5] skollfoundation
[5] #skollawardee
[5] future
[5] global
[5] systems
[5] strengthening
[5] angela
[5] gichaga

Top Words in Tweet in G6:
[9] aspenideas
[8] care
[6] point
[5] #entrepreneurs
[5] #innovators
[4] listen
[3] #nurses
[3] #healthcare
[3] stage
[3] discuss

Top Words in Tweet in G7:
[17] drleanawen
[16] aspenideas
[16] postopinions
[10] covid
[6] long
[5] children
[4] clear
[4] eyed
[3] far
[3] minimizers

Top Words in Tweet in G8:
[3] war
[2] russia
[2] lies
[2] mh17
[2] aspen
[2] ideas
[2] session
[2] fog

Top Words in Tweet in G9:
[8] mountsinainyc
[8] #aspenideashealth
[7] david
[7] putrino
[7] phd
[7] discusses
[7] three
[7] important
[7] things
[7] know

Top Words in Tweet in G10:
[17] aspenideas
[8] drdanasuskind
[8] gitanjaliarao
[8] lindavillarosa
[7] thomasinselmd
[7] meghanor
[7] peterhotez
[6] read
[5] getting
[5] ready

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] criminals,always
[29] always,early
[29] early,tech
[29] tech,adopters
[29] adopters,true
[29] true,'
[29] ',idashboard
[29] idashboard,compelling
[29] compelling,interesting
[28] ruthsteinholtz,'what

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

Top Word Pairs in Tweet in G2:
[29] criminals,always
[29] always,early
[29] early,tech
[29] tech,adopters
[29] adopters,true
[29] true,'
[29] ',idashboard
[29] idashboard,compelling
[29] compelling,interesting
[28] ruthsteinholtz,'what

Top Word Pairs in Tweet in G3:
[17] tell,many
[17] many,times
[17] times,asked
[17] asked,anyone
[17] anyone,care
[17] care,black
[17] black,hole
[17] hole,55
[17] 55,million
[17] million,light

Top Word Pairs in Tweet in G4:
[4] aspenideas,festival
[3] pavlokovtonyuk,co
[3] co,founder
[3] founder,uhcteamua
[3] uhcteamua,deputy
[3] deputy,minister
[3] minister,health
[3] health,ukraine
[3] ukraine,2016
[3] 2016,2019

Top Word Pairs in Tweet in G5:
[5] #skollawardee,future
[5] future,global
[5] global,health
[5] health,systems
[5] systems,strengthening
[5] strengthening,angela
[5] angela,gichaga
[5] gichaga,ceo
[5] ceo,financingallian
[4] skollfoundation,#skollawardee

Top Word Pairs in Tweet in G6:
[3] aspenideas,stage
[3] stage,listen
[3] listen,#entrepreneurs
[3] #entrepreneurs,#innovators
[3] #innovators,discuss
[3] discuss,care
[3] care,delivered
[3] delivered,point
[3] point,care
[3] jdinitiatives,tydfoundation

Top Word Pairs in Tweet in G7:
[16] aspenideas,postopinions
[15] drleanawen,aspenideas
[6] long,covid
[4] clear,eyed
[3] far,covid
[3] covid,minimizers
[3] minimizers,ve
[3] ve,written
[3] written,spoken
[3] spoken,extensively

Top Word Pairs in Tweet in G8:
[2] aspen,ideas
[2] fog,war

Top Word Pairs in Tweet in G9:
[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 G10:
[7] gitanjaliarao,thomasinselmd
[7] meghanor,lindavillarosa
[7] lindavillarosa,drdanasuskind
[6] thomasinselmd,meghanor
[5] aspenideas,getting
[5] getting,ready
[5] ready,long
[5] long,weekend
[5] weekend,check
[5] check,read

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@drleanawen
@allstate
@paulinaporizkov
@thearghonaut
@drmarisagfranco
@lorettamccarthy
@robertltsai
@lizb_2010
@decodingtrolls

Top Replied-To in G1:
@aspenideas
@allstate
@paulinaporizkov
@stewart
@lorettamccarthy
@drmarisagfranco
@sallygbridgford
@djw155
@morningriser22

Top Replied-To in G3:
@aspenideas

Top Replied-To in G4:
@pavlokovtonyuk

Top Replied-To in G5:
@ajarviscali
@aspenideas

Top Replied-To in G6:
@ekemma
@drprish

Top Replied-To in G7:
@drleanawen
@thearghonaut
@ljojn146
@renmarkable1
@crrs07216707
@plumazul

Top Replied-To in G8:
@lizb_2010
@decodingtrolls

Top Replied-To in G10:
@aspenideas

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@jannalevin
@idashboard
@ruthsteinholtz
@postopinions
@paulinaporizkov
@drleanawen
@ashishkjha
@gitanjaliarao
@mountsinainyc

Top Mentioned in G1:
@aspenideas
@paulinaporizkov
@j_cruel
@officialanim
@elham_fanous
@davechokshi
@jeromeadamsmd
@phrma
@nytimes
@drmarisagfranco

Top Mentioned in G2:
@idashboard
@ruthsteinholtz
@aspenideas
@occrp
@drewoccrp
@billbrowder
@nprkelly

Top Mentioned in G3:
@jannalevin
@aspenideas

Top Mentioned in G4:
@aspenideas
@aspeninstitute
@uhcteamua
@pavlokovtonyuk
@todayshow
@sheinellejones
@brianbrooksus
@bitfurygroup
@jakubhlavka
@aspeninstce

Top Mentioned in G5:
@skollfoundation
@financingallian
@aspenideas
@bittman
@collectivefare
@ckummer
@rethinkfood
@noorahealth
@armmanindia
@dongips

Top Mentioned in G6:
@aspenideas
@jnjnursing
@jdinitiatives
@tydfoundation
@gwfellow
@atlanticfellows
@aspeninnovators
@aspennewvoices
@ananursingworld
@athey_erin

Top Mentioned in G7:
@aspenideas
@postopinions
@drleanawen
@plumazul
@yeedamnhaw

Top Mentioned in G8:
@little7bear
@rafaelmgrossi
@iaeaorg
@un
@antonioguterres
@undss
@un_opsupport
@christogrozev

Top Mentioned in G9:
@mountsinainyc
@rachelyehuda
@aspenideas
@putrinolab

Top Mentioned in G10:
@aspenideas
@drdanasuskind
@gitanjaliarao
@lindavillarosa
@thomasinselmd
@meghanor
@peterhotez

Top Tweeters
Top Tweeters in Entire Graph:
@bob_stinson1234
@john_siracusa
@roripierpont1
@kcolaizzo
@nytimes
@annie5133
@forbes
@nyt
@siadasha
@eyemagistus

Top Tweeters in G1:
@john_siracusa
@kcolaizzo
@nytimes
@nyt
@jwillieii
@esienne
@shijesings
@slackhq
@pauladrake
@markquarter

Top Tweeters in G2:
@roripierpont1
@annie5133
@siadasha
@eyemagistus
@franksowa1
@dio7genes
@miyakilee
@marspioneer
@bondi_izzy
@kathjohnsonart

Top Tweeters in G3:
@josevicentefor1
@bruce35dc
@testamentofdark
@essivast
@michmccarthy
@sombradelunaaa
@chrisillngworth
@7homaslin
@nkosimediallc
@feralalbert

Top Tweeters in G4:
@todayshow
@aspeninstitute
@ylanmui
@danporterfield
@ripple
@sheinellejones
@bitfurygroup
@selmablair
@aspeninstce
@polhava

Top Tweeters in G5:
@seunonigbinde
@georgemonbiot
@karyncaplan
@skollfoundation
@olaideolawuwo
@ckummer
@farmland
@bittman
@armmanindia
@robathon16

Top Tweeters in G6:
@ashleewisdom
@ekemma
@drprish
@ananursingworld
@susanchull
@jnjnursing
@pophealthnyc
@aspennewvoices
@atlanticfellows
@tydfoundation

Top Tweeters in G7:
@postopinions
@plumazul
@bjckgtck
@ianf9
@drleanawen
@renmarkable1
@yeedamnhaw
@jazzier41307558
@chriscre3d
@taejohndo

Top Tweeters in G8:
@little7bear
@un
@christogrozev
@iaeaorg
@decodingtrolls
@amaragraps
@lizb_2010
@antonioguterres
@rafaelmgrossi
@un_opsupport

Top Tweeters in G9:
@soniapertor
@mountsinainyc
@sinaibrain
@foeri000
@heathergridiron
@putrinolab
@dat_jessi
@silviafranke4
@rachelyehuda
@mummele1

Top Tweeters in G10:
@rosario_strano
@peterhotez
@meghanor
@telesoritas
@drdanasuskind
@aparentnation
@erf0207
@gitanjaliarao
@thomasinselmd
@lindavillarosa


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