aspenideas, Twitter, 7/28/2022 10:25:48 PM, 279631


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aspenideas_2022-07-28_09-28-01.xlsx
aspenideas_2022-07-28_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 28, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3ziU5wC
@aspenideas
@aspeninstitute
@justicetwit
@mountsinainyc
@truthwok
@ericschmidt
@aspendailynews
@koperning
@stevebrant
@letsmeatless

Top hashtags:
#aspenideas
#aspenideashealth
#tripswaiver
#longcovid
#solverspod

Description:
Description
The graph represents a network of 549 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, 28 July 2022 at 16:28 UTC.

The requested start date was Thursday, 28 July 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, 21-hour, 0-minute period from Thursday, 14 July 2022 at 01:38 UTC to Wednesday, 27 July 2022 at 22:39 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 : 549
Unique Edges : 642
Edges With Duplicates : 747
Total Edges : 1389
Number of Edge Types : 5
Retweet : 260
MentionsInRetweet : 560
Mentions : 491
Replies to : 52
Tweet : 26
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0494505494505494
Reciprocated Edge Ratio : 0.0942408376963351
Connected Components : 22
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 501
Maximum Edges in a Connected Component : 1318
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.976731
Graph Density : 0.0031743182694481
Modularity : 0.505941
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 549 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, 28 July 2022 at 16:28 UTC.

The requested start date was Thursday, 28 July 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, 21-hour, 0-minute period from Thursday, 14 July 2022 at 01:38 UTC to Wednesday, 27 July 2022 at 22:39 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:
[7] https://www.aspenideas.org/collections/ukraine-resilience-resolve-and-the-future-of-the-war
[4] https://the1a.org/segments/what-we-can-do-about-political-polarization/
[4] https://www.vox.com/2021/1/6/22218058/republicans-objections-election-results
[4] https://www.aspenideas.org/articles/why-the-next-biomedical-revolution-starts-with-new-imaging-tools
[3] https://www.aspenideas.org/articles/preparing-for-the-health-threats-of-our-changing-climate
[3] https://www.aspenideas.org/articles/channeling-climate-angst-into-action
[3] https://www.aspenideas.org/collections/newsworthy-sessions-from-aspen-ideas-health-2022
[3] https://www.aspenideas.org/sessions/can-the-biden-administration-get-us-on-a-path-to-net-zero
[3] https://www.aspenideas.org/sessions/the-kids-are-not-alrightbut-we-can-help
[2] https://www.aspenideas.org/sessions/building-careers-after-incarceration

Top URLs in Tweet in G1:
[6] https://www.aspenideas.org/collections/ukraine-resilience-resolve-and-the-future-of-the-war
[3] https://www.aspenideas.org/collections/newsworthy-sessions-from-aspen-ideas-health-2022
[2] https://www.aspenideas.org/sessions/can-the-biden-administration-get-us-on-a-path-to-net-zero
[2] https://www.aspenideas.org/articles/why-the-next-biomedical-revolution-starts-with-new-imaging-tools
[2] https://www.aspenideas.org/articles/channeling-climate-angst-into-action
[2] https://www.aspenideas.org/sessions/best-friends-how-animals-bolster-human-health
[2] https://www.aspenideas.org/sessions/building-careers-after-incarceration
[2] https://www.aspenideas.org/sessions/climate-change-and-you
[2] https://www.youtube.com/watch?v=nUfin6fRcM4&feature=youtu.be

[1] https://www.aspenideas.org/sessions/blue-cross-blue-shield-association-presents-all-mothers-deserve-to-live-combating-maternal-health-inequity

Top URLs in Tweet in G2:
[2] https://the1a.org/segments/why-banks-are-failing-millions-in-america/
[1] https://www.today.com/video/why-selma-blair-was-so-thrilled-to-finally-receive-a-diagnosis-143257669528
[1] https://www.aspenideas.org/sessions/gen-z-innovators-changing-the-world
[1] https://www.aspenideas.org/articles/channeling-climate-angst-into-action
[1] https://www.youtube.com/watch?v=6wV3iZ8phSk

[1] https://www.youtube.com/watch?v=ftNLNESwY4M&feature=youtu.be

[1] https://www.aspenideas.org/sessions/wired-for-connection-how-our-brains-create-communities
[1] https://www.aspenideas.org/sessions/reducing-food-waste-and-feeding-the-hungry

Top URLs in Tweet in G3:
[4] https://www.vox.com/2021/1/6/22218058/republicans-objections-election-results
[1] https://twitter.com/truthwok/status/1548963200456065025
[1] https://twitter.com/FoxNews/status/1548963339262464003
[1] https://twitter.com/laurenboebert/status/1548665930804346886
[1] https://www.facebook.com/watch/?v=3182821645369612&extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C-GK2C&ref=sharing

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=C7_82Bivg_M

[2] https://www.youtube.com/watch?v=WJpD_anOlqU

[1] https://www.aspendailynews.com/news/7-5-of-american-population-struggles-with-long-covid/article_c8d18c6e-f36a-11ec-b1aa-1feda7964de4.html
[1] https://www.youtube.com/watch?v=AcM2O4ZiWtQ

[1] https://www.youtube.com/watch?v=WijWi66Irns


Top URLs in Tweet in G5:
[4] https://the1a.org/segments/what-we-can-do-about-political-polarization/
[1] https://twitter.com/aspenideas/status/1552384331372437505
[1] https://www.youtube.com/watch?v=W79OfkT1KmA&feature=youtu.be


Top URLs in Tweet in G6:
[2] https://www.aspenideas.org/sessions/the-fog-of-war-how-do-you-know-what-to-believe
[1] https://open.spotify.com/episode/1K7QXMPVvk5aLi5ixPrxI0?si=tzfuyMYaSeaxvXBfgMmudg
[1] https://www.youtube.com/watch?v=urq2oMVcccc&feature=youtu.be


Top URLs in Tweet in G7:
[1] https://www.aspenideas.org/articles/health-fellow-spotlight-lea-masamo-africa-sickle-cell-organisation

Top URLs in Tweet in G8:
[2] https://twitter.com/aspenideas/status/1551698055447007232
[1] https://twitter.com/loseru2canc/status/1549133548451414016

Top URLs in Tweet in G9:
[1] https://www.nbcnews.com/video/hillary-clinton-stephen-hadley-discuss-legacy-of-madeleine-albright-143125573865

Top URLs in Tweet in G10:
[2] https://www.aspenideas.org/sessions/can-big-data-save-the-world?ajax=1
[1] https://www.aspenideas.org/sessions/building-a-culture-of-connection-for-our-hybrid-work-future
[1] https://www.linkedin.com/feed/update/urn:li:share:6954053608300544001
[1] https://www.aspenideas.org/sessions/wired-for-connection-how-our-brains-create-communities
[1] https://twitter.com/hoofnagle/status/1549438605558370305
[1] https://twitter.com/aspenideas/status/1524782931402702848
[1] https://www.aspenideas.org/sessions/the-science-of-meditation?utm_source=google&utm_medium=adgrant&utm_campaign=Health&utm_term=benefits%20of%20daily%20meditation&gclid=Cj0KCQjwntCVBhDdARIsAMEwACl5Mi_zQlMtH9Hy9BSjklomaP0Rpw-eSdj2Nowj1gN6q3b7yBRypw4aAuXFEALw_wcB
[1] https://medeciphersolutions.com/aspen-ideas-health-fest-inspires-conversation-and-ignites-passion-for-change/
[1] https://www.aspenideas.org/collections/ukraine-resilience-resolve-and-the-future-of-the-war
[1] https://twitter.com/aspenideas/status/1523785700537217026

Top Domains
Top Domains in Tweet in Entire Graph:
[71] aspenideas.org
[25] twitter.com
[17] youtube.com
[6] the1a.org
[4] vox.com
[3] aspendailynews.com
[2] cnay.org
[2] facebook.com
[2] cdcfoundation.org
[2] data.org

Top Domains in Tweet in G1:
[37] aspenideas.org
[8] twitter.com
[6] youtube.com
[1] workingnation.com
[1] cdcfoundation.org

Top Domains in Tweet in G2:
[4] aspenideas.org
[2] the1a.org
[2] youtube.com
[1] today.com

Top Domains in Tweet in G3:
[4] vox.com
[3] twitter.com
[1] facebook.com

Top Domains in Tweet in G4:
[6] youtube.com
[1] aspendailynews.com

Top Domains in Tweet in G5:
[4] the1a.org
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G6:
[2] aspenideas.org
[1] spotify.com
[1] youtube.com

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

Top Domains in Tweet in G8:
[3] twitter.com

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

Top Domains in Tweet in G10:
[6] aspenideas.org
[4] twitter.com
[1] linkedin.com
[1] medeciphersolutions.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[65] aspenideas
[48] aspenideashealth
[46] tripswaiver
[16] longcovid
[7] solverspod
[6] climatechange
[4] meatlessmonday
[4] metafam
[4] gobeyond
[4] healthcare



Top Hashtags in Tweet in G1:
[46] tripswaiver
[27] aspenideas
[25] aspenideashealth
[2] aspenideasclimate
[2] thegarbagequeen
[2] actforclimate
[2] climatechange
[2] davidbrooks
[2] climate
[1] dyk

Top Hashtags in Tweet in G2:
[8] aspenideas
[1] aspenideashealth
[1] workforce

Top Hashtags in Tweet in G3:
[1] colorado
[1] gop

Top Hashtags in Tweet in G4:
[20] aspenideashealth
[16] longcovid
[15] aspenideas
[3] healthcare
[2] artificialintelligence
[2] covid19
[2] bmeii
[2] data
[1] covid

Top Hashtags in Tweet in G5:
[2] aitogether
[2] mccourtout
[1] fellowsfriday
[1] ascendfellows
[1] whiteprivilege
[1] politicalpolarization

Top Hashtags in Tweet in G7:
[1] aspenideashealth

Top Hashtags in Tweet in G8:
[4] climatechange
[2] blackgirlsgreen

Top Hashtags in Tweet in G10:
[3] aspenideas
[1] acceleratorfellows
[1] aspenideasfestival
[1] building
[1] caringforeachother

Top Words
Top Words in Tweet in Entire Graph:
[277] aspenideas
[65] #aspenideas
[58] health
[56] pritikrishtel
[49] more
[48] #aspenideashealth
[48] think
[46] #tripswaiver
[46] decision
[43] festival

Top Words in Tweet in G1:
[142] aspenideas
[56] pritikrishtel
[46] #tripswaiver
[46] decision
[42] thought
[40] health
[38] here's
[38] think
[38] recently
[37] asked

Top Words in Tweet in G2:
[20] aspeninstitute
[12] aspenideas
[11] watch
[9] festival
[9] during
[8] #aspenideas
[7] more
[6] todayshow
[6] sheinellejones
[6] values

Top Words in Tweet in G3:
[10] objected
[6] 147
[6] republican
[6] lawmakers
[6] election
[6] results
[6] capitol
[6] attack
[6] kevin
[6] mccarthy

Top Words in Tweet in G4:
[23] mountsinainyc
[21] dr
[20] #aspenideashealth
[19] david
[19] putrino
[16] phd
[16] discusses
[16] three
[16] important
[16] things

Top Words in Tweet in G5:
[27] aspenideas
[16] 1a
[11] political
[11] polarization
[6] conversation
[6] broadcasting
[5] panel
[5] future
[4] laurenleaderait
[4] jonhaidt

Top Words in Tweet in G6:
[11] aspenideas
[11] kocherhan
[10] christogrozev
[10] explained
[8] kyivaspen
[8] during
[8] c_c_krebs
[8] vivian
[8] propaganda
[8] work

Top Words in Tweet in G7:
[6] aspeninnovators
[6] aspenideas
[4] niyelcampaigns
[4] profosinbajo
[4] radiocranberry
[4] aspennewvoices
[4] aspenwords
[4] gw_workforce
[3] sickle
[3] cell

Top Words in Tweet in G8:
[11] ericschmidt
[9] ai
[9] enabled
[9] feeds
[9] good
[9] thing
[9] collaborative
[9] democracy
[9] notes
[9] rightly

Top Words in Tweet in G9:
[21] aspenideas
[15] hillaryclinton
[14] former
[9] yamiche
[8] nbcnews
[8] sec
[7] full
[7] video
[7] panel
[7] moderated

Top Words in Tweet in G10:
[3] ideas
[3] #aspenideas
[3] building
[3] better
[3] health
[2] aspen
[2] lively
[2] work
[2] future
[2] well

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] recently,aspenideas
[37] aspenideas,asked
[37] asked,thought
[37] thought,#tripswaiver
[37] #tripswaiver,decision
[37] decision,here's
[37] here's,think
[36] pritikrishtel,recently
[19] david,putrino
[17] aspenideas,festival

Top Word Pairs in Tweet in G1:
[37] recently,aspenideas
[37] aspenideas,asked
[37] asked,thought
[37] thought,#tripswaiver
[37] #tripswaiver,decision
[37] decision,here's
[37] here's,think
[36] pritikrishtel,recently
[14] pritikrishtel,aspenideas
[10] sustainability,scientist

Top Word Pairs in Tweet in G2:
[5] aspenideas,festival
[4] watch,jayvanbavel
[4] jayvanbavel,cduhigg
[4] cduhigg,anniemurphypaul
[4] anniemurphypaul,speak
[4] speak,2022
[4] 2022,aspeninstitute
[4] aspeninstitute,aspen
[4] aspen,ideas
[4] ideas,festival

Top Word Pairs in Tweet in G3:
[6] 147,republican
[6] republican,lawmakers
[6] lawmakers,objected
[6] objected,election
[6] election,results
[6] results,capitol
[6] capitol,attack
[6] attack,kevin
[6] kevin,mccarthy
[6] mccarthy,ca

Top Word Pairs in Tweet in G4:
[19] david,putrino
[16] putrino,phd
[16] phd,discusses
[16] discusses,three
[16] three,important
[16] important,things
[16] things,know
[16] know,#longcovid
[16] #longcovid,#aspenideashealth
[16] #aspenideashealth,single

Top Word Pairs in Tweet in G5:
[11] political,polarization
[11] 1a,aspenideas
[5] conversation,aspenideas
[5] aspenideas,political
[4] air,broadcasting
[4] broadcasting,conversation
[4] polarization,america's
[4] america's,future
[3] last,month
[3] 1a,air

Top Word Pairs in Tweet in G6:
[8] during,aspenideas
[8] aspenideas,kocherhan
[8] kocherhan,christogrozev
[8] christogrozev,c_c_krebs
[8] c_c_krebs,vivian
[8] vivian,explained
[8] explained,propaganda
[8] propaganda,work
[7] kyivaspen,during
[3] firsthand,report

Top Word Pairs in Tweet in G7:
[5] aspeninnovators,aspenideas
[4] niyelcampaigns,profosinbajo
[4] profosinbajo,radiocranberry
[4] radiocranberry,aspennewvoices
[4] aspennewvoices,aspeninnovators
[4] aspenideas,aspenwords
[4] aspenwords,gw_workforce
[3] sickle,cell
[3] ekemma,niyelcampaigns
[3] gw_workforce,gwfellow

Top Word Pairs in Tweet in G8:
[9] ai,enabled
[9] enabled,feeds
[9] feeds,good
[9] good,thing
[9] thing,collaborative
[9] collaborative,democracy
[9] democracy,notes
[9] notes,ericschmidt
[9] ericschmidt,rightly
[8] nachristakis,ai

Top Word Pairs in Tweet in G9:
[8] nbcnews,aspenideas
[7] full,video
[7] video,nbcnews
[7] aspenideas,panel
[7] panel,moderated
[7] moderated,former
[7] former,sec
[7] sec,state
[7] state,hillaryclinton
[7] hillaryclinton,former

Top Word Pairs in Tweet in G10:
[2] aspen,ideas
[2] alex,karp
[2] ic,academia
[2] dod,far
[2] far,software
[2] software,israel

Top Replied-To
Top Replied-To in Entire Graph:
@1a
@aspenideas
@aspeninstitute
@pritikrishtel
@jskdn
@ekemma
@christian_happi
@plybeah
@walterisaacson
@sherriewestin

Top Replied-To in G1:
@pritikrishtel
@ronpontiacstwin
@imakglobal
@allstate
@nishthagehija26
@lorigottlieb1
@celinegounder

Top Replied-To in G2:
@aspeninstitute

Top Replied-To in G3:
@denverpost
@aarpco

Top Replied-To in G5:
@1a
@jskdn
@aspenideas
@progressntwrk
@mccourtinst
@richskalski

Top Replied-To in G6:
@glasnostgone
@grandmasterv

Top Replied-To in G7:
@ekemma
@plybeah
@drzobo

Top Replied-To in G8:
@aspenideas

Top Replied-To in G9:
@aspenideas
@yamiche

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@pritikrishtel
@mountsinainyc
@aspeninstitute
@hillaryclinton
@1a
@alainamwood
@kocherhan
@christogrozev
@ericschmidt

Top Mentioned in G1:
@aspenideas
@pritikrishtel
@alainamwood
@imakglobal
@nprkelly
@alyssalovegrove
@gadinbc
@elstorreele
@lindavillarosa
@drsammytweets

Top Mentioned in G2:
@aspeninstitute
@aspenideas
@todayshow
@sheinellejones
@selmablair
@jayvanbavel
@cduhigg
@anniemurphypaul
@aspenfsp
@powerofusbook

Top Mentioned in G3:
@gopleader
@aspenideas
@visitgj
@visitdurango
@cityofgws
@cityofpueblo
@laurenboebert
@truthwok
@rep_clyde
@repmtg

Top Mentioned in G4:
@mountsinainyc
@icahnmountsinai
@thomasfuchsai
@putrinolab
@zahifayad
@bmeiisinai
@aspenideas
@mountsinairehab
@hpi_ms

Top Mentioned in G5:
@aspenideas
@1a
@laurenleaderait
@jonhaidt
@juliancastro
@austinchanning
@allintogether
@progressntwrk
@womensfdnal
@melvincarter3

Top Mentioned in G6:
@aspenideas
@kocherhan
@christogrozev
@kyivaspen
@c_c_krebs
@vivian
@aspenspain
@elliotgerson
@aspeninstitute

Top Mentioned in G7:
@aspeninnovators
@aspenideas
@niyelcampaigns
@profosinbajo
@radiocranberry
@aspennewvoices
@aspenwords
@gw_workforce
@gwfellow
@atlanticfellows

Top Mentioned in G8:
@ericschmidt
@nachristakis
@alroker
@girlswealth

Top Mentioned in G9:
@aspenideas
@hillaryclinton
@nbcnews
@yamiche
@stephenhadley

Top Mentioned in G10:
@kipp

Top Tweeters
Top Tweeters in Entire Graph:
@mistersalesman
@lizditz
@backstorymom1
@bob_stinson1234
@betterw05759703
@cotey_mary
@sallyagale
@tigerbeat
@cathleenkucz
@cmargaronis

Top Tweeters in G1:
@lizditz
@betterw05759703
@cmargaronis
@drrimmer
@kraus_read
@jackthelad1947
@appliedsoft
@clancynewyork
@ladylisadcantu1
@thegarance

Top Tweeters in G2:
@sassyneveragain
@todayshow
@yozellassoc
@c_smart_climate
@imaracingmom
@biffandfinn
@topfotogmw
@jgitchell
@davidafrench
@aspeninstitute

Top Tweeters in G3:
@skynews
@abc
@bbcworld
@denverchannel
@denverpost
@npr
@newshour
@cnnpolitics
@euronews
@dailycamera

Top Tweeters in G4:
@juanjo3800
@rifnazir21
@esl_fairy
@annieoakley2015
@greg06897
@mountsinainyc
@pcmc1
@lonnierhea
@fourtbus
@setiawansetz

Top Tweeters in G5:
@1a
@bryceatwell
@austinchanning
@aspenascend
@juliancastro
@dr_chad_tew
@laurenleaderait
@jskdn
@progressntwrk
@thepaulsryan

Top Tweeters in G6:
@cotey_mary
@eliothiggins
@kelene_k
@glasnostgone
@ericjfkleijssen
@christogrozev
@cthulhupotamus
@allenpg
@n_jaresko
@amaragraps

Top Tweeters in G7:
@ekemma
@sophiahbey13
@drzobo
@radiocranberry
@iamqueenlea
@g
@aspennewvoices
@atlanticfellows
@aspenwords
@profosinbajo

Top Tweeters in G8:
@dadavies01
@sundayphillips_
@sbc111
@just_jayne8
@nachristakis
@kqualkinbush
@alroker
@sonickydon
@eklund_matthew
@syntheticsid

Top Tweeters in G9:
@nbcnews
@ashokumer
@yamiche
@ldemaere
@mohamedbeji61
@hillaryclinton
@stephenhadley
@samwellrichmond
@godsdaughterq
@davidshiller001

Top Tweeters in G10:
@mistersalesman
@skydog811
@karenmo06514375
@kipp
@ethicsbot_
@rslewine
@smonnig
@ahmed_ellaien
@theavfund
@levelitup_mb