aspenideas, Twitter, 12/31/2020 6:43:00 PM, 244521


FAQ | Problem?

aspenideas_2020-12-31_09-25-25.xlsx
aspenideas_2020-12-31_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2020
Short Description:
aspenideas via NodeXL https://bit.ly/2KPvJp6
@aspenideas
@odbolz
@aspeninstitute
@robuplinger
@danrglickman
@shen_liya
@lynette_fraga
@clouetchris
@marklar1968
@drnancym_cdc

Top hashtags:
#aspenideas
#covid19
#podcast
#covidvaccine
#leadership
#womeninleadership
#nyc

Description:
Description
The graph represents a network of 91 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, 31 December 2020 at 17:25 UTC.

The requested start date was Thursday, 31 December 2020 at 01:01 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, 6-hour, 10-minute period from Thursday, 17 December 2020 at 16:07 UTC to Wednesday, 30 December 2020 at 22:17 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 : 91
Unique Edges : 99
Edges With Duplicates : 85
Total Edges : 184
Number of Edge Types : 5
Mentions : 97
MentionsInRetweet : 52
Retweet : 25
Replies to : 4
Tweet : 6
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0403225806451613
Reciprocated Edge Ratio : 0.0775193798449612
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 72
Maximum Edges in a Connected Component : 158
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.45199
Graph Density : 0.0157509157509158
Modularity : 0.473055
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 91 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, 31 December 2020 at 17:25 UTC.

The requested start date was Thursday, 31 December 2020 at 01:01 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, 6-hour, 10-minute period from Thursday, 17 December 2020 at 16:07 UTC to Wednesday, 30 December 2020 at 22:17 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:
[4] https://www.aspenideas.org/articles/banking-on-change
[3] https://www.aspenideas.org/articles/the-second-most-important-ability-for-a-leader
[3] https://www.aspenideas.org/podcasts/profit-and-purpose-go-hand-in-hand-corporate-leaders-dan-schulman-and-mellody-hobson-on-values-driven-business
[3] https://www.aspenideas.org/podcasts/building-public-confidence-in-covid-19-vaccines
[3] https://www.aspenideas.org/sessions/fighting-the-covid-19-pandemic-a-conversation-with-anthony-fauci?utm_source=google&utm_medium=adgrant&utm_campaign=Speakers&utm_term=dr%20fauci&gclid=CjwKCAiArIH_BRB2EiwALfbH1GXnEG_DNjpTSyxqYzEocK7pnmkwBcjlxJBOdbHOODe0fTI3pgLMzhoCI70QAvD_BwE
[2] https://www.aspenideas.org/podcasts/can-character-be-learned-rebroadcast
[2] https://twitter.com/BillGates/status/1339979894332088321
[2] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[1] https://www.aspenideas.org/podcasts/how-meritocracys-luster-tarnishes-the-american-dream
[1] https://www.aspenideas.org/articles/in-newark-a-company-shows-up-for-its-city

Top URLs in Tweet in G1:
[4] https://www.aspenideas.org/articles/banking-on-change
[3] https://www.aspenideas.org/podcasts/profit-and-purpose-go-hand-in-hand-corporate-leaders-dan-schulman-and-mellody-hobson-on-values-driven-business
[2] https://www.aspenideas.org/articles/the-second-most-important-ability-for-a-leader
[2] https://twitter.com/BillGates/status/1339979894332088321
[2] https://www.aspenideas.org/podcasts/can-character-be-learned-rebroadcast
[1] https://www.aspenideas.org/podcasts/how-meritocracys-luster-tarnishes-the-american-dream
[1] https://www.aspenideashealth.org/post/covid-19-the-urgent-need-to-address-health-equity
[1] https://www.aspenideas.org/articles/staff-picks-best-books-movies-and-tv-of-2020
[1] https://www.aspenideas.org/articles/remote-work-works-the-office-after-covid-19
[1] https://www.aspenideas.org/articles/can-we-imagine-a-better-way-to-be-americans

Top URLs in Tweet in G2:
[2] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[1] https://www.aspenideas.org/podcasts/building-public-confidence-in-covid-19-vaccines
[1] https://www.aspenideas.org/collections/get-to-know-a-few-members-of-the-covid-19-advisory-board

Top URLs in Tweet in G3:
[1] https://www.abc.es/sociedad/abci-valentin-fuster-ciencia-salud-y-educacion-fuerza-debe-dirigir-pais-202012161318_noticia.html
[1] https://www.youtube.com/watch?v=3-i9CVCELhc&feature=youtu.be


Top URLs in Tweet in G4:
[1] http://MalekJandali.com

Top URLs in Tweet in G5:
[1] https://www.aspenideas.org/articles/the-second-most-important-ability-for-a-leader

Top URLs in Tweet in G8:
[1] https://www.aspenideas.org/podcasts/the-most-important-rule-for-a-more-civil-thanksgiving-no-eye-rolling
[1] https://twitter.com/aspenideas/status/1344019861039562753
[1] https://www.aspenideas.org/podcasts/elevating-the-common-good-over-self-interest
[1] https://www.aspenideas.org/podcasts/the-world-needs-women-in-leadership-roles-2

Top URLs in Tweet in G10:
[1] https://www.aspenideas.org/podcasts/building-public-confidence-in-covid-19-vaccines

Top Domains
Top Domains in Tweet in Entire Graph:
[30] aspenideas.org
[3] twitter.com
[2] youtube.com
[1] simplecast.com
[1] abc.es
[1] malekjandali.com
[1] aspenideashealth.org

Top Domains in Tweet in G1:
[18] aspenideas.org
[2] twitter.com
[1] aspenideashealth.org
[1] youtube.com

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

Top Domains in Tweet in G3:
[1] abc.es
[1] youtube.com

Top Domains in Tweet in G4:
[1] malekjandali.com

Top Domains in Tweet in G5:
[1] aspenideas.org

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

Top Domains in Tweet in G10:
[1] aspenideas.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] aspenideas
[4] covid19
[2] podcast
[2] covidvaccine
[2] leadership
[1] womeninleadership
[1] nyc
[1] atlanta
[1] planetearth
[1] aspenideasnow



Top Hashtags in Tweet in G1:
[6] aspenideas
[2] podcast
[1] aspenideashealth
[1] aspenideasnow
[1] covidvaccine

Top Hashtags in Tweet in G2:
[2] covid19
[1] covidvaccine
[1] aspenideas

Top Hashtags in Tweet in G3:
[5] aspenideas

Top Hashtags in Tweet in G4:
[1] nyc
[1] atlanta
[1] planetearth

Top Hashtags in Tweet in G5:
[2] leadership

Top Hashtags in Tweet in G10:
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[25] aspenideas
[12] #aspenideas
[8] people
[7] danrglickman
[7] varobank
[7] bank
[6] american
[6] wealth
[6] systemic
[6] being

Top Words in Tweet in G1:
[8] aspenideas
[7] varobank
[7] bank
[6] #aspenideas
[6] systemic
[6] wealth
[5] speaks
[5] banking
[5] digital
[5] founder

Top Words in Tweet in G2:
[4] okay
[4] better
[4] aspeninstitute
[3] vaccine
[3] trust
[3] aspenideas
[3] joebiden
[2] being
[2] transparent
[2] process

Top Words in Tweet in G3:
[5] #aspenideas
[4] disponible
[4] diálogo
[4] ethical
[4] responsible
[4] use
[4] technology
[4] william
[4] powers
[4] wpwrs

Top Words in Tweet in G5:
[6] danrglickman
[4] aspenideas
[4] peggyclarkaspen
[4] self
[3] trump
[3] deprecating
[3] extreme
[3] such
[3] regarded
[3] dumb

Top Words in Tweet in G6:
[2] aspenideas
[2] prudential
[2] reimagining
[2] office
[2] experience
[2] covid
[2] rob
[2] falzon
[2] discusses
[2] heatherlandy

Top Words in Tweet in G7:
[3] aspenideas
[3] cost
[3] much
[3] more
[3] build
[3] back
[3] enable
[3] people
[3] withstand
[3] drmarytbassett

Top Words in Tweet in G9:
[2] deportista
[2] significa
[2] carecer
[2] educación
[2] quiere
[2] decir
[2] preocupemos
[2] mundo
[2] rodea

Top Words in Tweet in G10:
[3] drnancym_cdc
[2] recently
[2] spoke
[2] monscience
[2] development
[2] #covid19
[2] vaccines
[2] work
[2] federal
[2] state

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] digital,bank
[5] founder,colin
[5] colin,walsh
[4] #aspenideas,go
[4] comes,mouth
[4] being,transparent
[4] transparent,vaccine
[4] vaccine,process
[4] process,redeem
[4] redeem,trust

Top Word Pairs in Tweet in G1:
[5] digital,bank
[5] founder,colin
[5] colin,walsh
[4] #aspenideas,go
[4] maya,chorengel
[3] doctor's,visits
[3] visits,birthdays
[3] birthdays,2020
[3] 2020,proved
[3] proved,lot

Top Word Pairs in Tweet in G2:
[2] being,transparent
[2] transparent,vaccine
[2] vaccine,process
[2] process,redeem
[2] redeem,trust
[2] trust,american
[2] american,people
[2] okay,vulnerable
[2] vulnerable,okay
[2] okay,better

Top Word Pairs in Tweet in G3:
[4] disponible,diálogo
[4] diálogo,#aspenideas
[4] #aspenideas,ethical
[4] ethical,responsible
[4] responsible,use
[4] use,technology
[4] technology,william
[4] william,powers
[4] powers,wpwrs
[3] aspenspain,disponible

Top Word Pairs in Tweet in G5:
[3] aspenideas,danrglickman
[3] danrglickman,peggyclarkaspen
[3] peggyclarkaspen,trump
[3] trump,self
[3] self,deprecating
[3] deprecating,extreme
[3] extreme,such
[3] such,regarded
[3] regarded,dumb
[3] dumb,stupid

Top Word Pairs in Tweet in G6:
[2] aspenideas,prudential
[2] prudential,reimagining
[2] reimagining,office
[2] office,experience
[2] experience,covid
[2] covid,rob
[2] rob,falzon
[2] falzon,discusses
[2] discusses,heatherlandy
[2] heatherlandy,quartz

Top Word Pairs in Tweet in G7:
[3] aspenideas,cost
[3] cost,much
[3] much,more
[3] more,build
[3] build,back
[3] back,enable
[3] enable,people
[3] people,withstand
[3] withstand,drmarytbassett
[3] drmarytbassett,fxbharvard

Top Word Pairs in Tweet in G9:
[2] deportista,significa
[2] significa,carecer
[2] carecer,educación
[2] educación,quiere
[2] quiere,decir
[2] decir,preocupemos
[2] preocupemos,mundo
[2] mundo,rodea

Top Word Pairs in Tweet in G10:
[2] drnancym_cdc,recently
[2] recently,spoke
[2] spoke,monscience
[2] monscience,development
[2] development,#covid19
[2] #covid19,vaccines
[2] vaccines,work
[2] work,federal
[2] federal,state

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@danrglickman
@varobank
@peggyclarkaspen
@aspeninstitute
@therisefund
@prudential
@wpwrs
@drmarytbassett
@fxbharvard

Top Mentioned in G1:
@aspenideas
@varobank
@therisefund
@tpg
@paypal
@dan_schulman
@mellodyhobson
@danporterfield
@prudential
@aspeninstitute

Top Mentioned in G2:
@aspenideas
@joebiden
@aspeninstitute
@demar_derozan
@atul_gawande
@zekeemanuel
@vivek_murthy
@davidakesslermd
@cdcgov
@drnancym_cdc

Top Mentioned in G3:
@wpwrs
@aspenspain
@abc_es
@max_planck_chm
@christophsteck
@telefonica
@namoedo
@mediasmartio

Top Mentioned in G4:
@malekjandali
@pianosforpeace
@queensuniv
@skollfoundation
@aspenideas
@tedtalks
@carnegiecorp
@virgin

Top Mentioned in G5:
@danrglickman
@peggyclarkaspen
@aspenideas
@shen_liya
@peg
@lizschrayer

Top Mentioned in G6:
@aspenideas
@prudential
@heatherlandy
@quartz

Top Mentioned in G7:
@aspenideas
@drmarytbassett
@fxbharvard

Top Mentioned in G9:
@martinvelardef
@hopesolo

Top Mentioned in G10:
@monscience
@aspenideas
@drnancym_cdc

Top Tweeters
Top Tweeters in Entire Graph:
@backstorymom1
@abc_es
@bandislife2004
@marklar1968
@virgin
@raptor2u
@ingeniouschi
@kwooleyy
@walthercancerin
@mclemoremr

Top Tweeters in G1:
@raptor2u
@ingeniouschi
@kwooleyy
@harvard
@ericpliu
@exlarson
@rasjbaraka
@paypal
@danporterfield
@aspenideas

Top Tweeters in G2:
@aspeninstitute
@cdcgov
@iam_thepaulina
@demar_derozan
@joebiden
@atul_gawande
@davidakesslermd
@robuplinger
@schaffzin
@vivek_murthy

Top Tweeters in G3:
@abc_es
@telefonica
@juanjogfxx
@wpwrs
@aspenspain
@mediasmartio
@joseareilza
@christophsteck
@max_planck_chm
@namoedo

Top Tweeters in G4:
@virgin
@tedtalks
@skollfoundation
@odbolz
@queensuniv
@carnegiecorp
@malekjandali
@pianosforpeace

Top Tweeters in G5:
@shen_liya
@naturallaw2017
@peggyclarkaspen
@lizschrayer
@rickbburns
@peg
@danrglickman

Top Tweeters in G6:
@heatherlandy
@prudential
@latareddy
@feeney
@quartz

Top Tweeters in G7:
@walthercancerin
@mclemoremr
@fxbharvard
@drmarytbassett

Top Tweeters in G8:
@backstorymom1
@sasasema
@alieastafrica
@crosspartylines

Top Tweeters in G9:
@martinvelardef
@hopesolo
@baliottimyles

Top Tweeters in G10:
@bandislife2004
@monscience
@drnancym_cdc


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.