aspenideas, Twitter, 6/10/2021 6:00:30 PM, 256615


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aspenideas_2021-06-10_09-25-26.xlsx
aspenideas_2021-06-10_09-25-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2021
Short Description:
aspenideas via NodeXL https://bit.ly/3iyZAke
@aspenideas
@vivian_d_nixon
@aspeninstitute
@jkaufmanconsult
@onboardhealth
@aspeninstsports
@jonjalex
@dianetate
@eyords
@ericpliu

Top hashtags:
#aspenideas
#solverspod
#naomiosaka
#pfizerproud
#pfecolleague

Description:
Description
The graph represents a network of 231 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, 10 June 2021 at 16:25 UTC.

The requested start date was Thursday, 10 June 2021 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, 19-hour, 16-minute period from Thursday, 27 May 2021 at 03:45 UTC to Wednesday, 09 June 2021 at 23:01 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 : 231
Unique Edges : 314
Edges With Duplicates : 282
Total Edges : 596
Number of Edge Types : 5
Tweet : 15
Mentions : 213
Retweet : 109
MentionsInRetweet : 242
Replies to : 17
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0641975308641975
Reciprocated Edge Ratio : 0.120649651972158
Connected Components : 16
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 213
Maximum Edges in a Connected Component : 579
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.644577
Graph Density : 0.00811217767739507
Modularity : 0.465541
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 231 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, 10 June 2021 at 16:25 UTC.

The requested start date was Thursday, 10 June 2021 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, 19-hour, 16-minute period from Thursday, 27 May 2021 at 03:45 UTC to Wednesday, 09 June 2021 at 23:01 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://twitter.com/aspenideas/status/1400135120917512198
[6] https://skoll.org/2021/05/26/solvers-episode-six-yordanos-eyoel-in-democracy-we-trust/
[4] https://skoll.org/2021/06/02/a-patent-detective-investigates-access-to-medicine/
[2] https://www.aspenideas.org/podcasts/an-outsiders-search-for-belonging-in-america?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=listen
[2] https://youtu.be/CLYrl2m9_AI
[2] https://aspenideas.org/articles/racial-disparities-are-endangering-the-lives-of-mothers-of-color-we-must-respond
[2] https://twitter.com/aspenideas/status/1400422019624173571
[2] https://aspenideas-2021.splashthat.com/AIF2021Social
[2] https://www.aspeninstitute.org/podcasts/why-good-people-get-caught-up-in-high-conflict/
[2] https://www.aspenideas.org/session/conversation-vice-president-joe-biden

Top URLs in Tweet in G1:
[2] https://aspenideas-2021.splashthat.com/AIF2021Social
[2] https://skoll.org/2021/05/26/solvers-episode-six-yordanos-eyoel-in-democracy-we-trust/
[2] https://www.aspenideas.org/session/conversation-vice-president-joe-biden
[2] https://skoll.org/2021/06/02/a-patent-detective-investigates-access-to-medicine/
[2] https://youtu.be/CLYrl2m9_AI
[2] https://www.aspenideas.org/podcasts/an-outsiders-search-for-belonging-in-america?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=listen
[1] https://skoll.org/magazine/solvers/
[1] https://www.aspenideas.org/sessions/creating-space-for-music-a-conversation-with-frank-gehry?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=watch
[1] https://www.aspenideas.org/articles/how-to-attract-a-new-generation-to-public-service?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=read
[1] https://www.aspenideas.org/podcasts/race-and-history?utm_source=twitter&utm_medium=social&utm_campaign=summer2021&utm_content=listen

Top URLs in Tweet in G2:
[4] https://skoll.org/2021/05/26/solvers-episode-six-yordanos-eyoel-in-democracy-we-trust/
[2] https://www.aspeninstitute.org/podcasts/why-good-people-get-caught-up-in-high-conflict/
[2] https://skoll.org/2021/06/02/a-patent-detective-investigates-access-to-medicine/
[1] https://www.aspeninstitute.org/podcasts/unequal-from-the-start-racisms-deep-roots-in-american-medicine/
[1] http://aspenideas-2021.splashthat.com/AIF2021Social
[1] https://www.aspeninstitute.org/podcasts/women-changing-the-game-in-pro-sports/
[1] https://twitter.com/aspenideas/status/1400422019624173571
[1] https://skoll.org/2021/05/05/solvers-episode-three-esther-armah-why-the-racial-justice-reckoning-requires-emotional-justice/

Top URLs in Tweet in G3:
[4] https://twitter.com/aspenideas/status/1400135120917512198

Top URLs in Tweet in G5:
[1] https://twitter.com/aspenideas/status/1402233953998811137
[1] https://www.aspenideas.org/sessions/everyone-is-going-through-something

Top URLs in Tweet in G6:
[3] https://twitter.com/aspenideas/status/1400135120917512198
[1] https://twitter.com/Dinamico_7/status/1315180010626592768
[1] https://dy.si/RqmiW
[1] https://dy.si/KWNXQ
[1] https://dy.si/srWvyT
[1] https://dy.si/3GPZP
[1] https://dy.si/jWi3G

Top URLs in Tweet in G7:
[1] https://twitter.com/jkaufmanconsult/status/1398034817061736451

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=Cskm9Cft63w&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] aspenideas
[9] solverspod
[6] naomiosaka
[5] pfizerproud
[5] pfecolleague
[4] socialinnovators
[4] aspenideashealth
[4] podcast
[4] access2meds
[3] deartherapist



Top Hashtags in Tweet in G1:
[20] aspenideas
[4] solverspod
[4] podcast
[4] aspenideashealth
[2] cancermoonshot
[1] socialinnovators
[1] newandnoteworthy
[1] spotlighthealth
[1] deartherapist
[1] racism

Top Hashtags in Tweet in G2:
[5] solverspod
[3] socialinnovators
[3] access2meds
[1] deartherapist
[1] aspenideas
[1] naomiosaka

Top Hashtags in Tweet in G3:
[19] aspenideas
[1] teampete

Top Hashtags in Tweet in G5:
[5] naomiosaka

Top Hashtags in Tweet in G6:
[5] pfizerproud
[5] pfecolleague
[2] aspenideas
[1] bebold

Top Hashtags in Tweet in G7:
[1] mentalhealth
[1] businessintelligence
[1] strategy

Top Hashtags in Tweet in G8:
[1] weallgoup
[1] healthequity
[1] digitalhealth

Top Words
Top Words in Tweet in Entire Graph:
[116] aspenideas
[43] #aspenideas
[26] re
[25] access
[24] mtbarra
[24] professorea
[24] whitwolfeherd
[23] life
[23] 2021
[23] medication

Top Words in Tweet in G1:
[44] aspenideas
[20] #aspenideas
[19] life
[19] access
[18] medicine
[17] patent
[17] medication
[17] death
[16] difference
[16] hoarding

Top Words in Tweet in G2:
[22] aspenideas
[11] health
[11] democracy
[10] eyords
[9] podcast
[8] nguhim
[8] trust
[8] newprofit
[8] aspeninstitute
[7] solvers

Top Words in Tweet in G3:
[23] aspenideas
[23] mtbarra
[23] professorea
[23] whitwolfeherd
[19] join
[19] #aspenideas
[19] 2021
[19] june
[19] 27
[19] july

Top Words in Tweet in G4:
[2] fordfoundation
[2] jamiisisterhood
[2] ecmcfoundation
[2] cabrinihealthny
[2] nywomensfdn
[2] nycspeakercojo
[2] justicecolumbia

Top Words in Tweet in G5:
[10] aspenideas
[7] history
[5] disclosure
[5] #naomiosaka
[5] struggles
[5] depression
[5] brought
[5] attention
[5] topic
[5] mental

Top Words in Tweet in G6:
[6] team
[6] scientists
[6] patient
[6] engagement
[6] experts
[6] dedicated
[6] understanding
[6] metabolic
[6] pathways
[6] linking

Top Words in Tweet in G8:
[2] coming
[2] years
[2] amazing
[2] group
[2] gathered
[2] aspenideas
[2] lives
[2] changed
[2] vision
[2] reinforced

Top Words in Tweet in G9:
[6] conflict
[4] aspenideas
[3] learn
[3] frm
[3] ppl
[3] went
[3] ugly
[3] molded
[3] something
[3] good

Top Words in Tweet in G10:
[2] icymi
[2] reneefleming
[2] nihdirector
[2] aspenideas
[2] music
[2] ears
[2] brains
[2] arts
[2] good
[2] health

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] mtbarra,professorea
[24] professorea,whitwolfeherd
[22] june,27
[22] 27,july
[21] life,death
[21] #aspenideas,2021
[20] join,#aspenideas
[20] 2021,june
[20] re,honored
[20] honored,host

Top Word Pairs in Tweet in G1:
[17] life,death
[16] access,medication
[16] medication,difference
[16] difference,life
[16] death,patent
[16] patent,hoarding
[16] hoarding,prevents
[16] prevents,medicine
[16] medicine,getting
[15] aspenideas,access

Top Word Pairs in Tweet in G2:
[8] eyords,newprofit
[7] solvers,podcast
[6] requires,constant
[5] democracy,living
[5] living,breathing
[5] breathing,thing
[5] thing,requires
[5] constant,innovation
[5] innovation,survive
[5] survive,eyords

Top Word Pairs in Tweet in G3:
[23] mtbarra,professorea
[23] professorea,whitwolfeherd
[19] aspenideas,join
[19] join,#aspenideas
[19] #aspenideas,2021
[19] 2021,june
[19] june,27
[19] 27,july
[19] re,honored
[19] honored,host

Top Word Pairs in Tweet in G4:
[2] fordfoundation,jamiisisterhood
[2] jamiisisterhood,ecmcfoundation
[2] ecmcfoundation,cabrinihealthny
[2] cabrinihealthny,nywomensfdn
[2] nywomensfdn,nycspeakercojo
[2] nycspeakercojo,justicecolumbia

Top Word Pairs in Tweet in G5:
[5] disclosure,#naomiosaka
[5] #naomiosaka,struggles
[5] struggles,depression
[5] depression,brought
[5] brought,attention
[5] attention,topic
[5] topic,mental
[5] mental,health
[5] aspenideas,don
[5] don,think

Top Word Pairs in Tweet in G6:
[6] team,scientists
[6] scientists,patient
[6] patient,engagement
[6] engagement,experts
[6] experts,dedicated
[6] dedicated,understanding
[6] understanding,metabolic
[6] metabolic,pathways
[6] pathways,linking
[5] linking,cardiometabolic

Top Word Pairs in Tweet in G8:
[2] coming,years
[2] years,amazing
[2] amazing,group
[2] group,gathered
[2] gathered,aspenideas
[2] aspenideas,lives
[2] lives,changed
[2] changed,vision
[2] vision,reinforced

Top Word Pairs in Tweet in G9:
[3] aspenideas,learn
[3] learn,frm
[3] frm,ppl
[3] ppl,went
[3] went,ugly
[3] ugly,conflict
[3] conflict,molded
[3] molded,something
[3] something,good
[3] good,book

Top Word Pairs in Tweet in G10:
[2] icymi,reneefleming
[2] reneefleming,nihdirector
[2] nihdirector,aspenideas
[2] aspenideas,music
[2] music,ears
[2] ears,brains
[2] brains,arts
[2] arts,good
[2] good,health

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@julito77
@jennyboylan
@fordfoundation
@katrinawte
@biontech_group
@dmiliband
@amanet
@aspeninstitute
@coachomar

Top Replied-To in G1:
@aspenideas
@jennyboylan
@biontech_group
@dmiliband

Top Replied-To in G2:
@aspenideas
@estherarmah

Top Replied-To in G3:
@aspenideas
@katrinawte

Top Replied-To in G4:
@fordfoundation

Top Replied-To in G7:
@amanet

Top Replied-To in G9:
@aspeninstitute

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@mtbarra
@professorea
@whitwolfeherd
@eyords
@aspeninstitute
@nguhim
@newprofit
@pritikrishtel

Top Mentioned in G1:
@aspenideas
@amywebb
@maxstier
@publicservice
@wendykopp
@teachforall
@eji_org
@stone_geoffrey
@ro
@applepodcasts

Top Mentioned in G2:
@aspenideas
@eyords
@nguhim
@newprofit
@aspeninstitute
@pritikrishtel
@skollfoundation
@courtwrites
@applepodcasts
@amandaripley

Top Mentioned in G3:
@mtbarra
@professorea
@whitwolfeherd
@aspenideas
@secretarypete
@melindagates
@yoyo_ma
@avantgame
@arthurbrooks

Top Mentioned in G4:
@ecmcfoundation
@cabrinihealthny
@nywomensfdn
@nycspeakercojo
@justicecolumbia
@vivian_d_nixon
@fordfoundation
@square1
@square1justice
@bazdreisinger

Top Mentioned in G5:
@aspenideas
@ag
@aspeninstsports
@ericpliu
@jonsholloway
@ya
@eji_org
@rutgersu
@aspeninstitute
@kevinlove

Top Mentioned in G6:
@starkindler

Top Mentioned in G7:
@joinmagwe
@gamutmanagement
@shrm
@hrmagshrm
@shrm11diversity
@hootsuite
@ideasforleaders
@aspenbizsociety
@aspenideas
@aspenascend

Top Mentioned in G8:
@aspenideas
@onboardhealth
@katiedra
@katiedrasser
@maisery
@ivelyse
@crodarte
@shelinadavis
@tiffnetters
@mindofandre

Top Mentioned in G9:
@aspenideas
@amanda
@aspeninstitute
@amandaripley
@alexevansuk
@largerusnetwork

Top Mentioned in G10:
@reneefleming
@nihdirector
@aspenideas
@dianetate
@youtube

Top Tweeters
Top Tweeters in Entire Graph:
@business
@scout2462
@drrimmer
@nyt
@drumeshprabhu
@eilonwy24
@grumpeoldman
@julito77
@theatlantic
@smilingl8dy

Top Tweeters in G1:
@business
@drrimmer
@nyt
@grumpeoldman
@jerryleads
@jasonwilliamsny
@amhistorymuseum
@alexey__kovalev
@ctsinclair
@juliaioffe

Top Tweeters in G2:
@scout2462
@drumeshprabhu
@johngpettus
@jonsolomonaspen
@aspeninstitute
@estherarmah
@mattbailey
@skollfoundation
@babechez
@aleshiaocasio

Top Tweeters in G3:
@smilingl8dy
@katrinawte
@belodyjs
@buddhists4pete
@holyspacemonkey
@dutchie4pete
@avantgame
@nerdypursuit
@markriva
@milwaukee4pete

Top Tweeters in G4:
@fordfoundation
@scclemons
@bazdreisinger
@nywomensfdn
@nycspeakercojo
@justicecolumbia
@tffdisruptive
@annadeaveres
@vivian_d_nixon
@ecmcfoundation

Top Tweeters in G5:
@eilonwy24
@ya
@ttfarky
@nedadata
@jdickerson
@rutgersu
@yajones3
@ericpliu
@ag
@michaelgervais

Top Tweeters in G6:
@dinamico_7
@amana
@savorthethyme
@karyncaplan
@raychipman
@starkindler
@ealcivar50
@aspenlatinos
@paulettedray
@aga

Top Tweeters in G7:
@hootsuite
@amanet
@shrm
@jkaufmanconsult
@aspenascend
@ideasforleaders
@aspenbizsociety
@hrmagshrm
@gamutmanagement
@joinmagwe

Top Tweeters in G8:
@mindofandre
@crodarte
@ivelyse
@onboardhealth
@katiedrasser
@shelinadavis
@tiffnetters
@maisery
@katiedra

Top Tweeters in G9:
@qualityninja
@vermontgmg
@amanda
@jonjalex
@amandaripley
@alexevansuk
@largerusnetwork

Top Tweeters in G10:
@irene_ashker
@dianetate
@youtube
@nihdirector
@reneefleming