aspenideas, Twitter, 5/9/2021 10:33:13 AM, 254470


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aspenideas_2021-05-07_09-25-25.xlsx
aspenideas_2021-05-07_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 09, 2021
Short Description:
aspenideas via NodeXL https://bit.ly/3xVC4TD
@aspenideas
@ashishkjha
@aspeninstitute
@myefg
@stjude
@biontech_group
@astroserena
@jnjglobalhealth
@deborasunico
@annt

Top hashtags:
#aspenideashealth
#solverspod
#health
#aspenideas
#covid19
#podcast
#earthday
#vaccine

Description:
Description
The graph represents a network of 604 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 Friday, 07 May 2021 at 16:25 UTC.

The requested start date was Thursday, 06 May 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, 8-hour, 21-minute period from Thursday, 22 April 2021 at 14:58 UTC to Wednesday, 05 May 2021 at 23:19 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 : 604
Unique Edges : 799
Edges With Duplicates : 1497
Total Edges : 2296
Number of Edge Types : 5
Tweet : 50
Mentions : 783
Retweet : 446
MentionsInRetweet : 913
Replies to : 104
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.0646481178396072
Reciprocated Edge Ratio : 0.121445042275173
Connected Components : 18
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 581
Maximum Edges in a Connected Component : 2271
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.822146
Graph Density : 0.0035720953730245
Modularity : 0.366098
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 604 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 Friday, 07 May 2021 at 16:25 UTC.

The requested start date was Thursday, 06 May 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, 8-hour, 21-minute period from Thursday, 22 April 2021 at 14:58 UTC to Wednesday, 05 May 2021 at 23:19 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:
[31] https://aspenideas-health.splashthat.com/
[25] http://aspenideas-health.splashthat.com/twitter
[23] https://aspenideas-health-3.splashthat.com/
[22] https://twitter.com/aspenideas/status/1387824674487291907
[7] https://skoll.org/2021/04/21/solvers-episode-one-rodney-foxworth-community-the-driving-force-behind-economic-inclusion/
[6] https://www.aspeninstitute.org/ideas/
[6] https://aspenideas-health-1.splashthat.com/
[6] https://aspenideas-health.splashthat.com/twitter
[4] https://skoll.org/2021/04/28/solvers-episode-two-alessandra-orofino-democracy-theres-no-app-for-that/
[4] https://aspenideas-health-deepdive-3.splashthat.com/

Top URLs in Tweet in G1:
[22] http://aspenideas-health.splashthat.com/twitter
[14] https://aspenideas-health-3.splashthat.com/
[7] https://aspenideas-health.splashthat.com/
[4] https://skoll.org/2021/04/21/solvers-episode-one-rodney-foxworth-community-the-driving-force-behind-economic-inclusion/
[3] https://www.aspeninstitute.org/ideas/
[3] https://aspenideas-health-deepdive-3.splashthat.com/
[3] https://skoll.org/2021/04/28/solvers-episode-two-alessandra-orofino-democracy-theres-no-app-for-that/
[2] https://www.aspenideas.org/sessions/deep-thinking-ocean-solutions-to-climate-change
[2] https://aspenideas-health-deepdive-1.splashthat.com/
[2] https://aspenideas-health-deepdive-2.splashthat.com/

Top URLs in Tweet in G2:
[7] https://aspenideas-health-3.splashthat.com/
[6] https://aspenideas-health.splashthat.com/
[4] https://twitter.com/aspenideas/status/1387743976531316739
[4] https://aspenideas-health-1.splashthat.com/
[3] https://www.aspeninstitute.org/ideas/
[2] https://www.youtube.com/user/AspenInstitute
[2] https://aspenideas-health-deepdive-1.splashthat.com/
[2] http://aspenideas-health.splashthat.com/twitter
[1] https://www.aspeninstitute.org/podcasts/americas-unspoken-caste-system/
[1] https://www.aspeninstitute.org/podcasts/is-national-unity-possible/

Top URLs in Tweet in G3:
[17] https://twitter.com/aspenideas/status/1387824674487291907
[1] https://www.amazon.com/Goodbye-Corona-Anna-Mouser/dp/B092XJP3PP/ref=sr_1_1?keywords=goodbye+corona&qid=1619775906&sr=8-1
[1] https://twitter.com/aspenideas/status/1387813939648532482

Top URLs in Tweet in G4:
[1] https://twitter.com/aspenideas/status/1387827576249491459
[1] https://aspenideas-health.splashthat.com/
[1] https://aspenideas-health.splashthat.com/?linkId=117223870
[1] https://aspenideas-health.splashthat.com/?linkId=117195213

Top URLs in Tweet in G5:
[1] https://twitter.com/aspenideas/status/1387813939648532482
[1] https://twitter.com/aspenideas/status/1387451546498060289
[1] https://twitter.com/aspenideas/status/1387373044360880130
[1] http://aspenideas-health.splashthat.com/twitter
[1] https://aspenideas-health-1.splashthat.com/

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=NQAEaibWUpw&feature=youtu.be

[1] https://www.n-tv.de/wissen/Forscher-Covid-19-ist-eine-Gefaesserkrankung-article22529342.html
[1] https://www.influenzer.org/resources/vaccine/fnf-4-30-21

Top URLs in Tweet in G7:
[1] https://aspenideas-health-1.splashthat.com/
[1] https://aspenideas.org/articles/we-can-stop-epidemics-before-they-happen-here-s-how
[1] https://www.aspenideas.org/articles/we-can-stop-epidemics-before-they-happen-here-s-how

Top URLs in Tweet in G8:
[1] https://aspenideas-health.splashthat.com/

Top URLs in Tweet in G9:
[1] https://www.slideshare.net/rrakhecha/ideas-technical-blogs

Top URLs in Tweet in G10:
[9] https://aspenideas-health.splashthat.com/
[1] https://bit.ly/3vjuYX0
[1] https://mshs.co/P1
[1] https://aspenideas-health-deepdive-2.splashthat.com/
[1] https://www.drawtogether.studio/
[1] https://twitter.com/aspenideas/status/1386712577607077893

Top Domains
Top Domains in Tweet in Entire Graph:
[115] splashthat.com
[70] twitter.com
[27] aspenideas.org
[14] skoll.org
[9] aspeninstitute.org
[7] youtube.com
[2] sesamestreet.org
[2] google.com
[2] drawtogether.studio
[1] thewomensalzheimersmovement.org

Top Domains in Tweet in G1:
[50] splashthat.com
[19] twitter.com
[19] aspenideas.org
[9] skoll.org
[3] aspeninstitute.org
[1] preventepidemics.org
[1] sesamestreet.org
[1] amplifier.org
[1] youtube.com
[1] ama-assn.org

Top Domains in Tweet in G2:
[28] splashthat.com
[11] twitter.com
[6] aspeninstitute.org
[5] youtube.com
[2] aspenideas.org
[1] thewomensalzheimersmovement.org
[1] google.com
[1] instagram.com

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

Top Domains in Tweet in G4:
[3] splashthat.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] splashthat.com

Top Domains in Tweet in G6:
[1] youtube.com
[1] n-tv.de
[1] influenzer.org

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

Top Domains in Tweet in G8:
[1] splashthat.com

Top Domains in Tweet in G9:
[1] slideshare.net

Top Domains in Tweet in G10:
[10] splashthat.com
[1] bit.ly
[1] mshs.co
[1] drawtogether.studio
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[318] aspenideashealth
[19] solverspod
[13] health
[12] aspenideas
[12] covid19
[7] podcast
[5] earthday
[5] vaccine
[4] anthonyfauci
[4] climate



Top Hashtags in Tweet in G1:
[122] aspenideashealth
[11] aspenideas
[10] solverspod
[7] podcast
[4] earthday
[2] earthweek
[1] mentalhealthawarenessmonth
[1] socialinnovators
[1] oscars2021
[1] vaccine

Top Hashtags in Tweet in G2:
[82] aspenideashealth
[5] covid19
[4] anthonyfauci
[3] harrietwashington
[2] vaccine
[2] oscars2021
[2] brainhealth
[2] sunnysideoflife
[1] structuralracism
[1] racist

Top Hashtags in Tweet in G3:
[24] aspenideashealth
[2] covid19
[1] getvaccinated
[1] covid

Top Hashtags in Tweet in G4:
[7] aspenideashealth
[1] novaccinepassportsanywhere

Top Hashtags in Tweet in G5:
[2] aspenideashealth
[2] healthdisparities
[1] structuralracism
[1] systemicracism
[1] advocate
[1] educate
[1] maternalmortalityrates
[1] implicitbias
[1] toxicstress
[1] racism

Top Hashtags in Tweet in G6:
[11] health
[1] covid19
[1] freethevaccine
[1] mrna
[1] aspenideashealth
[1] adddogecointocoinbase
[1] dogecoin
[1] flunewsfriday

Top Hashtags in Tweet in G7:
[5] aspenideashealth
[1] preparedness
[1] preventepidemics

Top Hashtags in Tweet in G8:
[15] aspenideashealth
[1] healthforall
[1] feelinginspired
[1] who
[1] covid19

Top Hashtags in Tweet in G10:
[17] aspenideashealth
[2] vaccine

Top Words
Top Words in Tweet in Entire Graph:
[410] aspenideas
[315] #aspenideashealth
[173] health
[129] join
[116] conversation
[112] tune
[97] awesome
[96] ashishkjha
[85] elmo
[80] dad

Top Words in Tweet in G1:
[121] #aspenideashealth
[102] aspenideas
[71] health
[48] join
[43] tune
[26] explore
[26] covid
[24] need
[24] during
[22] more

Top Words in Tweet in G2:
[118] aspenideas
[80] #aspenideashealth
[43] health
[42] join
[24] aspeninstitute
[23] pm
[21] today
[21] reneefleming
[21] nihdirector
[20] brain

Top Words in Tweet in G3:
[92] awesome
[84] ashishkjha
[75] elmo
[74] dad
[70] louie
[48] elmo's
[48] know
[46] first
[46] conversation
[46] father

Top Words in Tweet in G4:
[18] pm
[16] st
[16] jude
[16] inspiration4
[16] crew
[16] member
[16] hayley
[16] arceneaux
[16] discuss
[16] medicine

Top Words in Tweet in G5:
[31] aspenideas
[17] health
[13] lauriezephyrin
[11] secbecerra
[9] hhsgov
[8] policy
[8] join
[7] sos
[6] iamamnanawaz
[6] care

Top Words in Tweet in G6:
[22] biontech_group
[14] türeci
[13] aspenideas
[13] özlem
[12] future
[11] curious
[11] #health
[11] chief
[11] medical
[11] officer

Top Words in Tweet in G7:
[17] drtomfrieden
[17] amandamcclella2
[17] agogo_immanuel
[16] aspenideas
[16] resolvetsl
[12] epidemics
[11] world
[10] join
[10] report
[10] didn

Top Words in Tweet in G8:
[20] aspenideas
[20] drtedros
[15] close
[15] day
[15] #aspenideashealth
[15] plenary
[15] special
[15] message
[15] listen
[15] call

Top Words in Tweet in G10:
[18] dr
[18] dr_brendancarr
[17] april
[17] #aspenideashealth
[16] 28
[14] mountsinainyc
[12] tune
[12] pandemic
[12] aspenideas
[11] featuring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] elmo's,dad
[48] day,#aspenideashealth
[48] first,conversation
[48] conversation,elmo's
[48] dad,louie
[48] louie,awesome
[48] awesome,know
[48] know,elmo
[48] elmo,awesome
[47] ashishkjha,first

Top Word Pairs in Tweet in G1:
[18] aspenideas,#aspenideashealth
[17] covid,19
[15] deep,dive
[15] approaches,better
[15] during,#aspenideashealth
[13] bold,approaches
[12] day,#aspenideashealth
[11] 00,pm
[11] #aspenideashealth,deep
[11] april,27

Top Word Pairs in Tweet in G2:
[20] aspenideas,#aspenideashealth
[14] day,#aspenideashealth
[14] haw95,d_r_williams1
[13] d_r_williams1,trymainelee
[12] drnunezsmith,haw95
[11] 00,pm
[10] reneefleming,nihdirector
[10] nihdirector,reneefleming
[9] #aspenideashealth,deep
[9] deep,dive

Top Word Pairs in Tweet in G3:
[48] elmo's,dad
[46] first,conversation
[46] conversation,elmo's
[46] dad,louie
[46] louie,awesome
[46] awesome,know
[46] know,elmo
[46] elmo,awesome
[45] ashishkjha,first
[26] elmo,dad

Top Word Pairs in Tweet in G4:
[16] st,jude
[16] inspiration4,crew
[16] crew,member
[16] member,hayley
[16] hayley,arceneaux
[16] arceneaux,discuss
[16] discuss,medicine
[16] medicine,research
[16] research,space
[16] space,tomorrow

Top Word Pairs in Tweet in G5:
[6] health,care
[5] aspenideas,head
[5] head,hhsgov
[5] hhsgov,key
[5] key,health
[5] health,policy
[5] policy,priorities
[5] priorities,secbecerra
[5] secbecerra,biden
[5] biden,administration

Top Word Pairs in Tweet in G6:
[13] özlem,türeci
[11] biontech_group,aspenideas
[11] curious,future
[11] future,#health
[11] #health,chief
[11] chief,medical
[11] medical,officer
[11] officer,özlem
[11] türeci,shared
[11] shared,vision

Top Word Pairs in Tweet in G7:
[17] amandamcclella2,agogo_immanuel
[10] aspenideas,join
[10] drtomfrieden,amandamcclella2
[10] report,epidemics
[10] epidemics,didn
[8] join,drtomfrieden
[8] agogo_immanuel,release
[8] release,resolvetsl
[8] resolvetsl,report
[6] tune,afternoon

Top Word Pairs in Tweet in G8:
[15] aspenideas,close
[15] close,day
[15] day,#aspenideashealth
[15] #aspenideashealth,plenary
[15] plenary,special
[15] special,message
[15] message,drtedros
[15] drtedros,listen
[15] listen,call
[15] call,action

Top Word Pairs in Tweet in G10:
[16] april,28
[10] 28,1pm
[10] 1pm,3pm
[10] dr,kenneth
[10] kenneth,davis
[10] davis,dr_brendancarr
[9] thursday,april
[9] 3pm,discussion
[9] next,pandemic
[8] dr,adolfo

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@biontech_group
@drsimpsonhsr
@annt
@healthpolicygrp
@eliselabott
@drtomfrieden
@rdfoxworth
@hhsgov
@gilice2011

Top Replied-To in G1:
@aspenideas
@drsimpsonhsr
@annt
@healthpolicygrp
@eliselabott
@rdfoxworth
@lsuhealthno
@astroserena
@arceneauxhayley
@dianetate

Top Replied-To in G2:
@aspenideas
@hhsgov
@peggyclarkaspen
@drsimpsonhsr
@annt
@aspeninstitute

Top Replied-To in G3:
@aspenideas
@politcookieco
@ashishkjha

Top Replied-To in G4:
@aspenideas

Top Replied-To in G5:
@aspenideas

Top Replied-To in G6:
@biontech_group

Top Replied-To in G7:
@drtomfrieden

Top Replied-To in G8:
@aspenideas
@drtedros

Top Replied-To in G10:
@aspenideas

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@ashishkjha
@aspeninstitute
@nihdirector
@reneefleming
@astroserena
@drnunezsmith
@who
@resolvetsl
@kimakeck

Top Mentioned in G1:
@aspenideas
@pfizer
@aspeninstitute
@suleikajaouad
@nihdirector
@nbcnews
@priselacthomas
@skollfoundation
@astroserena
@reneefleming

Top Mentioned in G2:
@aspenideas
@aspeninstitute
@nihdirector
@drnunezsmith
@trymainelee
@reneefleming
@d_r_williams1
@astroserena
@haw95
@isabelwilkerson

Top Mentioned in G3:
@ashishkjha
@aspenideas
@sesameworkshop
@sesamestreet
@elmo
@brown_sph
@doctorchrisvt

Top Mentioned in G4:
@stjude
@bryantterry
@aspenideas
@nbcnews
@joeyonan
@drjohntorres
@tomcostellonbc
@nasa
@lsu
@astroserena

Top Mentioned in G5:
@aspenideas
@lauriezephyrin
@secbecerra
@hhsgov
@iamamnanawaz
@com
@aspeninstitute
@acinthedc
@commonwealthfnd
@astroserena

Top Mentioned in G6:
@aspenideas
@biontech_group
@buchibabuj
@icahnmountsinai
@unccharlotte
@universityofga

Top Mentioned in G7:
@amandamcclella2
@agogo_immanuel
@aspenideas
@resolvetsl
@drtomfrieden

Top Mentioned in G8:
@who
@drtedros
@aspenideas
@aspeninstitute
@ashishkjha
@sesameworkshop
@pwsmiletrain

Top Mentioned in G9:
@theatlideas
@interiorpixs
@bbcideas
@festivalofideas
@diyappartment
@aspenideas
@borrowed_ideas
@timeideas
@legoideas
@nobleideas

Top Mentioned in G10:
@dr_brendancarr
@mountsinainyc
@aspenideas
@icahnmountsinai
@moun
@wendymac
@nihdirector
@reneefleming
@mounts
@wendymcnaughton

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@brontyman
@_silversmith
@guardian
@ghofmar
@canisgallicus
@sullyanne1
@magarya
@bycardenadenis
@janrobinjackson

Top Tweeters in G1:
@_silversmith
@ccaspen
@narnfan
@robertcaruso
@adrian_kal_el
@msnbc
@mojamesapted
@newshour
@elle_v__
@lukaszkort

Top Tweeters in G2:
@guardian
@janrobinjackson
@npr
@thecut
@verge
@ndaliozegbe
@gizmodo
@tylerbarton27
@1962kiser
@newsy

Top Tweeters in G3:
@brontyman
@sullyanne1
@factsfaraone
@meatballmom2
@fightkidscancer
@doritmi
@sincerely_steff
@patsycrowley8
@donnayoungdc
@jacoker2

Top Tweeters in G4:
@nbcnews
@alberti2chris
@pilarskimatthew
@tammileetips
@nasawatch
@johnawilcox
@nasa
@dr_niamh_shaw
@execcareercoach
@josiepo44324649

Top Tweeters in G5:
@sandi89701936
@midwestmet
@badrian76495727
@msn100ms46
@cdcgov
@hhsgov
@commonwealthfnd
@iamamnanawaz
@cturlington
@alexander_tin

Top Tweeters in G6:
@canisgallicus
@andreww66619812
@owlofbeacon
@babyloncaroline
@tihtri
@christiangilch
@iirokoppinen
@universityofga
@dogefuerte
@unccharlotte

Top Tweeters in G7:
@ghofmar
@magarya
@dmhaselden3
@nighealthwatch
@abd0ulqadir
@petererlendson
@abrelosojoscv
@vitalstrat
@chris_cnnaji
@drtomfrieden

Top Tweeters in G8:
@jornalistavitor
@bycardenadenis
@borisaao
@who
@drtedros
@ghs
@matabangkurt01
@engeniero_ako
@mekdeswd
@asmelashazmera

Top Tweeters in G9:
@venturebeat
@festivalofideas
@theatlideas
@nobleideas
@myefg
@venturecoinist
@vntrlab
@timeideas
@redpointvc
@bbcideas

Top Tweeters in G10:
@caronaupdates
@mountsinainyc
@icahnmountsinai
@sinaibrain
@art_landia
@naea
@lifesexeducator
@meridajosep
@tischcancer
@angelica_atb


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