aspenideas, Twitter, 6/2/2022 4:31:13 PM, 277554


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aspenideas_2022-06-02_09-28-01.xlsx
aspenideas_2022-06-02_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/38H88mm
@aspenideas
@aspeninnovators
@odeh_juniorodeh
@julio_frenk
@girlswealth
@aspeninstitute
@thebridgework
@tpl_org
@byunfinished
@greghamra

Top hashtags:
#aspenideas
#aspenideashealth
#aspenideasclimate
#globalhealth

Description:
Description
The graph represents a network of 300 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, 02 June 2022 at 16:28 UTC.

The requested start date was Thursday, 02 June 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, 11-minute period from Thursday, 19 May 2022 at 01:29 UTC to Wednesday, 01 June 2022 at 22:41 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 : 300
Unique Edges : 648
Edges With Duplicates : 396
Total Edges : 1044
Number of Edge Types : 5
Retweet : 156
MentionsInRetweet : 302
Mentions : 518
Tweet : 21
Replies to : 47
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0568031704095112
Reciprocated Edge Ratio : 0.1075
Connected Components : 13
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 279
Maximum Edges in a Connected Component : 1022
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.748004
Graph Density : 0.00891861761426979
Modularity : 0.510562
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 300 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, 02 June 2022 at 16:28 UTC.

The requested start date was Thursday, 02 June 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, 11-minute period from Thursday, 19 May 2022 at 01:29 UTC to Wednesday, 01 June 2022 at 22:41 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/speakers
[5] https://www.aspenideas.org/speakers/health-speakers
[4] https://www.aspenideas.org/pages/newsletter
[4] https://www.aspenideas.org/articles/health-fellow-spotlight-kistein-monkhouse-patient-orator
[3] https://twitter.com/aspenideas/status/1523785700537217026
[3] https://www.aspenideas.org/articles/books-from-our-2022-health-speakers
[2] https://www.aspenideas.org/articles/the-lack-of-diversity-in-health-care-is-a-public-health-crisis
[2] https://www.aspenideas.org/articles/books-from-our-2022-festival-speakers
[2] https://www.aspenideas.org/articles/can-we-transcend-race-while-fighting-racism
[2] https://www.aspenideas.org/

Top URLs in Tweet in G1:
[5] https://www.aspenideas.org/speakers
[4] https://www.aspenideas.org/pages/newsletter
[4] https://www.aspenideas.org/speakers/health-speakers
[3] https://www.aspenideas.org/articles/books-from-our-2022-health-speakers
[2] https://www.aspenideas.org/articles/books-from-our-2022-festival-speakers
[2] https://www.aspenideas.org/articles/searching-the-world-around-us-for-clues-about-our-health
[1] https://www.aspenideas.org/articles/health-fellows-spotlight-neale-batra
[1] https://aspenideasdigital-2022.splashthat.com/social
[1] https://www.aspenideas.org/pages/register
[1] https://www.aspenideas.org/sessions/local-news-and-why-it-matters-to-democracy

Top URLs in Tweet in G2:
[1] https://www.aspenideas.org/

Top URLs in Tweet in G3:
[3] https://www.aspenideas.org/articles/health-fellow-spotlight-kistein-monkhouse-patient-orator
[1] https://www.aspenideas.org/speakers
[1] https://www.aspenideas.org/pages/aspen-ideas-digital
[1] https://www.aspeninstitute.org/blog-posts/how-to-get-young-people-interested-in-stem/
[1] https://www.aspenideas.org/speakers/health-speakers
[1] https://www.aspeninstitute.org/programs/health-medicine-and-society-program/aspen-health-strategies-group-big-ideas/?utm_source=iContact&utm_medium=email&utm_campaign=health-medicine-society-program&utm_content=HMSP+Big+Idea+on+Data+Privacy
[1] https://www.aspenideas.org/podcasts/digital-surveillance-and-the-fight-for-reproductive-rights

Top URLs in Tweet in G4:
[1] https://www.aspenideas.org/articles/health-fellow-spotlight-lea-masamo-africa-sickle-cell-organisation

Top URLs in Tweet in G5:
[1] https://mailchi.mp/thebridgework/brought-to-you-by-aspen-ideas-digital-new-jobs-clearview-ai-fined-for-illegally-storing-facial-images-spotify-back-in-political-ads
[1] https://mailchi.mp/thebridgework/elon-musk-wars-with-twitter-on-twitter-new-tech-policy-jobs-cryptocurrency-execs-invest-in-politics-ufo-hearing-pentagon-thebridge-robinhood

Top URLs in Tweet in G6:
[1] https://www.aspenideas.org/articles/can-we-transcend-race-while-fighting-racism
[1] https://twitter.com/aspenideas/status/1528109882754445312

Top URLs in Tweet in G7:
[1] https://news.miami.edu/stories/2022/05/universities-as-models-for-sustainability-can-lead-climate-action.html
[1] https://www.soalliance.org/
[1] https://twitter.com/univmiami/status/1524532316353306624

Top URLs in Tweet in G8:
[1] https://www.aspenideas.org/collections/reset-2021-resetting-for-equity-and-inclusion?sf165150092=1

Top URLs in Tweet in G10:
[1] https://www.aspendailynews.com/news/20-projects-announced-as-keeling-curve-prize-finalists/article_8148c976-d7e4-11ec-8183-bfbf0d7d3478.html

Top Domains
Top Domains in Tweet in Entire Graph:
[50] aspenideas.org
[16] twitter.com
[3] aspeninstitute.org
[2] mailchi.mp
[2] youtube.com
[1] google.com
[1] miami.edu
[1] instagram.com
[1] cnay.org
[1] floodcoalition.org

Top Domains in Tweet in G1:
[38] aspenideas.org
[4] twitter.com
[1] splashthat.com
[1] floodcoalition.org
[1] youtube.com

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

Top Domains in Tweet in G3:
[7] aspenideas.org
[2] aspeninstitute.org

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

Top Domains in Tweet in G5:
[2] mailchi.mp

Top Domains in Tweet in G6:
[1] aspenideas.org
[1] twitter.com

Top Domains in Tweet in G7:
[1] miami.edu
[1] soalliance.org
[1] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[57] aspenideas
[34] aspenideashealth
[28] aspenideasclimate
[19] globalhealth
[7] thebridgejobs
[6] blackgirlsgreen
[5] the2percentsolution
[3] healthtech
[3] digitalhealth
[2] healthequity



Top Hashtags in Tweet in G1:
[29] aspenideas
[25] aspenideashealth
[12] aspenideasclimate
[2] worldibdday2022
[1] aspenchallenge
[1] mentalhealthawarenessmonth
[1] dirtyfloat
[1] crohns
[1] climateactionnow

Top Hashtags in Tweet in G2:
[13] aspenideas

Top Hashtags in Tweet in G3:
[7] aspenideashealth
[4] aspenideas
[3] aspenideasclimate
[3] healthtech
[3] digitalhealth
[1] patientcommunications
[1] sdoh
[1] healthequity
[1] dataprivacy
[1] aspenhealthstrategy

Top Hashtags in Tweet in G4:
[19] globalhealth
[2] aspenideashealth

Top Hashtags in Tweet in G5:
[7] thebridgejobs
[1] thebridgeleaders
[1] dc
[1] extendedreality
[1] ar
[1] vr
[1] internationalrelations
[1] co

Top Hashtags in Tweet in G6:
[6] aspenideas

Top Hashtags in Tweet in G7:
[1] innovation
[1] sustainability
[1] aspenideas
[1] aspenideasclimate

Top Hashtags in Tweet in G8:
[5] the2percentsolution

Top Hashtags in Tweet in G9:
[11] aspenideasclimate
[6] blackgirlsgreen
[1] cimatecrisis
[1] climatecrisis

Top Hashtags in Tweet in G10:
[1] ipcc

Top Words
Top Words in Tweet in Entire Graph:
[152] aspenideas
[57] #aspenideas
[57] climate
[45] 2022
[37] odeh_juniorodeh
[35] festival
[34] #aspenideashealth
[32] list
[31] #aspenideasclimate
[31] join

Top Words in Tweet in G1:
[65] aspenideas
[29] #aspenideas
[25] #aspenideashealth
[24] 2022
[21] festival
[17] list
[15] aspen
[15] ideas
[15] check
[15] speakers

Top Words in Tweet in G2:
[35] odeh_juniorodeh
[25] accountlab
[24] aspenideas
[23] drjoeabah
[23] ollee11
[23] blairglencorse
[23] usinnigeria
[23] enenezig
[23] hassanidayat
[23] jaredpolis

Top Words in Tweet in G3:
[15] aspenideas
[8] health
[8] aspeninstitute
[7] #aspenideashealth
[5] climate
[5] lineup
[5] check
[5] digital
[5] big
[4] speakerpelosi

Top Words in Tweet in G4:
[19] meet
[19] lea
[19] masamo
[19] iamqueenlea
[19] patient
[19] advocate
[19] working
[19] make
[19] sickle
[19] cell

Top Words in Tweet in G5:
[8] co
[8] june
[8] datagovhub
[8] aspenideas
[7] join
[7] ca
[7] dc
[7] seedaiorg
[7] stanfordhai
[7] aicaucus

Top Words in Tweet in G6:
[13] list
[9] austinchanning
[8] aspenideas
[7] summer
[7] reading
[6] planning
[6] here's
[6] books
[6] 2022
[6] #aspenideas

Top Words in Tweet in G7:
[5] solutions
[4] julio_frenk
[4] dvfernandez1
[4] founded
[4] soalliance
[4] 19
[4] year
[4] old
[4] student
[4] five

Top Words in Tweet in G8:
[5] reflecting
[5] last
[5] year's
[5] aspenideas
[5] discussion
[5] reedhastings
[5] hopecubill
[5] discussed
[5] #the2percentsolution
[4] rfs_vista

Top Words in Tweet in G9:
[27] climate
[16] girlswealth
[13] people
[12] change
[11] alroker
[11] #aspenideasclimate
[10] war
[10] doing
[10] whatever
[10] took

Top Words in Tweet in G10:
[2] senatorhick
[2] aspenideas
[2] aspendailynews
[2] keeling
[2] curve
[2] prize
[2] awards
[2] 250
[2] 000
[2] annually

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] 2022,#aspenideas
[24] usinnigeria,enenezig
[24] enenezig,hassanidayat
[24] hassanidayat,jaredpolis
[24] jaredpolis,fordreedy
[24] fordreedy,robreich
[23] #aspenideas,festival
[23] accountlab,aspenideas
[23] ollee11,blairglencorse
[23] blairglencorse,usinnigeria

Top Word Pairs in Tweet in G1:
[14] aspen,ideas
[10] #aspenideas,festival
[8] speaker,lineup
[8] check,emilioestefanjr's
[8] emilioestefanjr's,inspiring
[8] inspiring,song
[8] song,written
[8] performed,yailenys
[8] yailenys,perez
[7] list,featuring

Top Word Pairs in Tweet in G2:
[23] accountlab,aspenideas
[23] usinnigeria,enenezig
[23] enenezig,hassanidayat
[23] hassanidayat,jaredpolis
[23] jaredpolis,fordreedy
[23] fordreedy,robreich
[22] ollee11,blairglencorse
[22] blairglencorse,usinnigeria
[22] seunonigbinde,ollee11
[21] odeh_juniorodeh,accountlab

Top Word Pairs in Tweet in G3:
[4] aspenideas,speaker
[4] speaker,lineup
[4] lineup,#aspenideashealth
[4] #aspenideashealth,#aspenideas
[4] #aspenideas,incredible
[4] incredible,check
[3] aspeninstitute,aspenideas
[3] health,fellow
[3] fellow,spotlight
[3] spotlight,kisteinm

Top Word Pairs in Tweet in G4:
[19] meet,lea
[19] lea,masamo
[19] masamo,iamqueenlea
[19] iamqueenlea,patient
[19] patient,advocate
[19] advocate,working
[19] working,make
[19] make,sickle
[19] sickle,cell
[19] cell,disease

Top Word Pairs in Tweet in G5:
[7] join,ca
[7] ca,co
[7] co,dc
[7] dc,june
[7] june,seedaiorg
[7] seedaiorg,stanfordhai
[7] stanfordhai,aicaucus
[7] aicaucus,datagovhub
[7] datagovhub,aspenideas
[7] aspenideas,#thebridgejobs

Top Word Pairs in Tweet in G6:
[7] summer,reading
[7] reading,list
[6] aspenideas,planning
[6] planning,summer
[6] list,here's
[6] here's,list
[6] list,books
[6] books,2022
[6] 2022,#aspenideas
[6] #aspenideas,speakers

Top Word Pairs in Tweet in G7:
[4] dvfernandez1,founded
[4] founded,soalliance
[4] soalliance,19
[4] 19,year
[4] year,old
[4] old,student
[4] student,five
[4] five,years
[4] years,later
[4] later,largest

Top Word Pairs in Tweet in G8:
[5] reflecting,last
[5] last,year's
[5] year's,aspenideas
[5] aspenideas,discussion
[5] discussion,reedhastings
[5] reedhastings,hopecubill
[5] hopecubill,discussed
[5] discussed,#the2percentsolution
[4] rfs_vista,reflecting
[4] #the2percentsolution,wh

Top Word Pairs in Tweet in G9:
[12] climate,change
[10] war,doing
[10] doing,whatever
[10] whatever,took
[10] took,preserve
[10] preserve,land
[10] land,people
[10] people,housing
[10] housing,investment
[8] girlswealth,climate

Top Word Pairs in Tweet in G10:
[2] keeling,curve
[2] curve,prize
[2] prize,awards
[2] awards,250
[2] 250,000
[2] 000,annually
[2] annually,projects
[2] projects,display
[2] display,proven
[2] proven,carbon

Top Replied-To
Top Replied-To in Entire Graph:
@odeh_juniorodeh
@aspenideas
@felixmchinea
@meta
@senatorhick
@revyearwood
@endeavor
@univmiami
@kaitlincurtice
@miamibeachnews

Top Replied-To in G1:
@felixmchinea
@aspenideas
@odeh_juniorodeh
@kaitlincurtice
@seanpagetalent
@nmsanchez
@nkagetsu

Top Replied-To in G2:
@odeh_juniorodeh
@drjoeabah

Top Replied-To in G3:
@aspenideas
@miamibeachnews

Top Replied-To in G6:
@aspenideas

Top Replied-To in G7:
@univmiami
@dvfernandez1

Top Replied-To in G10:
@senatorhick

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@accountlab
@ollee11
@blairglencorse
@usinnigeria
@enenezig
@hassanidayat
@jaredpolis
@fordreedy
@robreich

Top Mentioned in G1:
@aspenideas
@emilioestefanjr
@doximity
@theclimatevote
@elizan_phd
@paulinaporizkov
@aspeninstitute
@austinchanning
@evachen212
@moniguzman

Top Mentioned in G2:
@accountlab
@aspenideas
@ollee11
@blairglencorse
@usinnigeria
@enenezig
@hassanidayat
@jaredpolis
@fordreedy
@robreich

Top Mentioned in G3:
@aspenideas
@aspeninstitute
@speakerpelosi
@miamibeachnews
@kisteinm
@patient
@gitanjaliarao
@patientorator
@xcaminos
@byunfinished

Top Mentioned in G4:
@iamqueenlea
@aspeninnovators
@aspenideas

Top Mentioned in G5:
@datagovhub
@aspenideas
@seedaiorg
@stanfordhai
@aicaucus
@thebridgework
@publics
@publicservice
@humanetech_
@internetsociety

Top Mentioned in G6:
@austinchanning
@aspenideas
@a
@thomaschattwill
@eboopatel
@azarnafisi
@anniemurphypaul
@kieselaymon
@moniguzman
@tfadell

Top Mentioned in G7:
@julio_frenk
@soalliance
@opportunitymia
@dvfernandez1
@danporterfield
@aspenideas
@mdcpresident
@huprez17
@andredua
@aspeninstitute

Top Mentioned in G8:
@aspenideas
@reedhastings
@hopecubill
@rfs_vista

Top Mentioned in G9:
@girlswealth
@alroker
@aspenideas
@ericschmidt
@er
@danporterfield

Top Mentioned in G10:
@aspenideas
@aspendailynews
@acesaspen
@theaspentimes
@aspenrotary

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mistersalesman
@bob_stinson1234
@jimmyroybloom
@dawnroseturner
@seeinginfull
@tamiguitar
@eco1start
@jlints58
@gpbgeorge

Top Tweeters in G1:
@bob_stinson1234
@jimmyroybloom
@tamiguitar
@jlints58
@gpbgeorge
@fernandomunioz7
@mthoodmood
@josieo
@judystout1
@daroldcuba

Top Tweeters in G2:
@drjoeabah
@royaltyuso
@seunonigbinde
@iamjoshuaalade
@bolarinwaiyanu
@chrizamin
@bakowhyte
@mrphamodi
@hassanidayat
@mschimezie

Top Tweeters in G3:
@chidambara09
@yozellassoc
@2017fan1
@precisionmedbot
@miamibeachnews
@aspeninstitute
@patient
@athenianwalls
@anoushehansari
@tiffanycli

Top Tweeters in G4:
@seeinginfull
@anneelbey13
@sheilahravenbey
@reyahwah
@habibahbey13
@beyzcoffee
@obey13omm
@true_buler
@marriannabey
@manukabah

Top Tweeters in G5:
@thesiliconhill
@aaronsonsusan
@fordfoundation
@publicservice
@internetsociety
@thebridgework
@ist_org
@stanfordhai
@uschambertech
@humanetech_

Top Tweeters in G6:
@dtripp4801
@scribnerbooks
@austinchanning
@anniemurphypaul
@thomaschattwill
@chartconsultllc
@colinreese
@kieselaymon
@a
@azarnafisi

Top Tweeters in G7:
@mgmglobal
@wazzap1229
@dsteketee97
@albert56887000
@univmiami
@soalliance
@huprez17
@andredua
@julio_frenk
@mdcpresident

Top Tweeters in G8:
@shinyelishar
@hotmessempresz
@douglaswalton99
@dmosleymanageme
@rfs_vista
@hopecubill
@reedhastings

Top Tweeters in G9:
@sundayphillips_
@luxuryskycondos
@alroker
@er
@girlswealth
@craveplantbased
@ericschmidt

Top Tweeters in G10:
@coyotegulch
@theaspentimes
@aspendailynews
@acesaspen
@greghamra
@senatorhick
@aspenrotary


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