aspenideas, Twitter, 1/28/2021 9:19:11 PM, 246747


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aspenideas_2021-01-28_09-25-25.xlsx
aspenideas_2021-01-28_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 28, 2021
Short Description:
aspenideas via NodeXL https://bit.ly/3aewWz2
@aspenideas
@cpicciolini
@mazzucatom
@capehartj
@aspeninstitute
@charliegrosso
@jennifermirsky
@gordonbronson
@paddenguymurphy
@allenlanebooks

Top hashtags:
#aspenideas
#covid
#covid19vaccine
#mlkday
#aspenideasnow

Description:
Description
The graph represents a network of 303 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 January 2021 at 17:25 UTC.

The requested start date was Thursday, 28 January 2021 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, 44-minute period from Thursday, 14 January 2021 at 16:04 UTC to Wednesday, 27 January 2021 at 22:48 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 : 303
Unique Edges : 455
Edges With Duplicates : 342
Total Edges : 797
Number of Edge Types : 5
Retweet : 140
MentionsInRetweet : 285
Replies to : 54
Mentions : 311
Tweet : 7
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0475382003395586
Reciprocated Edge Ratio : 0.0907617504051864
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 299
Maximum Edges in a Connected Component : 793
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.942721
Graph Density : 0.00674272725285774
Modularity : 0.56522
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 303 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 January 2021 at 17:25 UTC.

The requested start date was Thursday, 28 January 2021 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, 44-minute period from Thursday, 14 January 2021 at 16:04 UTC to Wednesday, 27 January 2021 at 22:48 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/podcasts/how-joe-bidens-successes-failures-and-tragedies-prepared-him-to-be-president
[2] https://www.aspenideas.org/podcasts/brain-health-and-the-pitfalls-of-bikini-medicine
[2] https://www.aspenideas.org/sessions/why-leadership-matters
[2] https://www.aspenideas.org/sessions/education-reimagined
[2] https://www.aspenideas.org/podcasts/can-character-be-learned-rebroadcast
[2] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[2] https://www.aspenideas.org/sessions/the-mlk-i-knew-and-what-todays-changemakers-should-learn-from-him
[2] https://www.aspenideas.org/podcasts/the-world-needs-women-in-leadership-roles-2
[1] https://www.washingtonpost.com/opinions/2019/12/03/starbucks-coo-rosalind-brewer-race-leadership/
[1] https://www.aspenideas.org/articles/how-effective-are-the-vaccines-a-mount-sinai-expert-weighs-in

Top URLs in Tweet in G1:
[3] https://www.aspenideas.org/podcasts/how-joe-bidens-successes-failures-and-tragedies-prepared-him-to-be-president
[2] https://www.aspenideas.org/sessions/why-leadership-matters
[2] https://www.aspenideas.org/podcasts/brain-health-and-the-pitfalls-of-bikini-medicine
[1] https://www.aspenideas.org/articles/how-effective-are-the-vaccines-a-mount-sinai-expert-weighs-in
[1] https://www.aspenideas.org/sessions/liberal-democracy-is-at-risk-at-home-and-abroad
[1] https://www.aspenideas.org/collections/the-world-that-mlk-built
[1] https://www.aspenideas.org/podcasts/on-being-a-transgender-american
[1] https://www.aspenideas.org/podcasts/can-character-be-learned-rebroadcast
[1] https://www.aspenideas.org/sessions/education-reimagined
[1] https://www.aspenideas.org/articles/ideas-for-a-nation-in-crisis

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=T9HiEB39yo4&feature=youtu.be


Top URLs in Tweet in G4:
[2] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[2] https://www.aspenideas.org/podcasts/the-world-needs-women-in-leadership-roles-2
[1] https://www.aspenideas.org/sessions/education-reimagined
[1] https://www.aspenideas.org/sessions/the-mlk-i-knew-and-what-todays-changemakers-should-learn-from-him
[1] https://aspenideas.org/podcasts/a-candid-conversation-with-john-r-lewis
[1] https://www.aspenideas.org/podcasts/how-joe-bidens-successes-failures-and-tragedies-prepared-him-to-be-president
[1] https://www.aspenideas.org/podcasts/can-character-be-learned-rebroadcast
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DZnVnXkFfnlg%26feature%3Dyoutu.be&q=EgS4SO-bGJH4rYAGIhkA8aeDS5JkkCwOprGHqzPzpiBNBo8NbCvmMgFy

Top URLs in Tweet in G5:
[1] https://www.washingtonpost.com/opinions/2019/12/03/starbucks-coo-rosalind-brewer-race-leadership/

Top URLs in Tweet in G6:
[1] https://hechingerreport.org/trying-to-improve-remote-learning-a-refugee-camp-offers-some-surprising-lessons/?utm_content=bufferc78f3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[1] http://www.letsbefrankdogs.com/locations_trailer.php

Top URLs in Tweet in G8:
[1] https://aspenideasfestival.stage.a17.io/sessions/preventing-the-next-gun-tragedy-the-work-of-sandy-hook-promise

Top URLs in Tweet in G10:
[1] https://www.aspenideas.org/sessions/the-global-vaccine-race-a-conversation-with-bill-gates?utm_source=google&utm_medium=adgrant&utm_campaign=Speakers&utm_term=%2Bbill%20%2Bgates&gclid=Cj0KCQiA9P__BRC0ARIsAEZ6irhQ0hUyaR5dZL3QCm7zw_DM7CxGJteviXoEHjTQSXQuo1Vrhdt5LhQaAnu_EALw_wcB
[1] https://www.aspenideas.org/sessions/the-mlk-i-knew-and-what-todays-changemakers-should-learn-from-him
[1] https://twitter.com/aspenideas/status/1328080835048841216
[1] https://twitter.com/aspenideas/status/1354150494487236608

Top Domains
Top Domains in Tweet in Entire Graph:
[29] aspenideas.org
[4] twitter.com
[2] youtube.com
[1] washingtonpost.com
[1] letsbefrankdogs.com
[1] hechingerreport.org
[1] google.com
[1] facebook.com
[1] a17.io

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

Top Domains in Tweet in G2:
[1] youtube.com

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

Top Domains in Tweet in G5:
[1] washingtonpost.com

Top Domains in Tweet in G6:
[1] hechingerreport.org

Top Domains in Tweet in G7:
[1] letsbefrankdogs.com

Top Domains in Tweet in G8:
[1] a17.io

Top Domains in Tweet in G10:
[2] aspenideas.org
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] aspenideas
[4] covid
[4] covid19vaccine
[3] mlkday
[2] aspenideasnow
[2] aspenideashealth
[1] honest
[1] kind
[1] empathic
[1] hardworking



Top Hashtags in Tweet in G1:
[11] aspenideas
[4] covid
[4] covid19vaccine
[2] aspenideasnow
[2] aspenideashealth
[1] mlkday
[1] podcast
[1] poetry
[1] poetrycommunity
[1] poetsoftwitter

Top Hashtags in Tweet in G4:
[2] mlkday
[1] aspenideas
[1] liderazgofemenino
[1] líderes

Top Hashtags in Tweet in G6:
[1] digtialliteracy

Top Hashtags in Tweet in G7:
[1] culvercity

Top Hashtags in Tweet in G8:
[1] sandyhookpromise
[1] neverforget

Top Hashtags in Tweet in G10:
[1] showup
[1] honest
[1] kind
[1] empathic
[1] hardworking
[1] passionate
[1] gpa
[1] lsat
[1] character
[1] 21stcenturyskills

Top Words
Top Words in Tweet in Entire Graph:
[107] aspenideas
[63] mazzucatom
[61] allenlanebooks
[55] book
[53] guide
[53] mission
[53] economy
[53] jan
[52] moonshot
[52] changing

Top Words in Tweet in G1:
[65] aspenideas
[33] siriusxm
[31] petedominick
[16] people
[13] one
[13] love
[11] #aspenideas
[11] interviewed
[10] going
[10] photos

Top Words in Tweet in G2:
[63] mazzucatom
[61] allenlanebooks
[55] book
[53] mission
[53] economy
[53] jan
[52] moonshot
[52] guide
[52] changing
[52] capitalism

Top Words in Tweet in G3:
[2] freeradicalsorg
[2] threadreaderapp
[2] deanobeidallah
[2] morgfair
[2] jaredlholt
[2] selectedwisdom
[2] andrewyang
[2] joyannreid

Top Words in Tweet in G4:
[18] aspeninstitute
[12] aspenideas
[11] president
[8] cities
[7] marched
[7] washington
[7] mlk
[7] beaten
[7] selma
[7] remember

Top Words in Tweet in G5:
[26] walgreens
[22] capehartj
[17] black
[17] woman
[17] fortune
[17] 500
[17] company
[16] before
[16] rosalind
[16] brewer

Top Words in Tweet in G6:
[12] unlikely
[12] setting
[12] refugee
[12] camp
[12] remote
[12] learning
[12] working
[12] secret
[12] started
[11] charliegrosso

Top Words in Tweet in G7:
[4] letsbefrank
[4] tonyamosley
[4] aspenideas
[4] danbeucke
[3] ailsachang
[3] robenfarzad
[3] nprwest
[3] radiomirage

Top Words in Tweet in G8:
[4] horrific
[4] became
[4] nation
[4] bystanders
[4] nicolehockley
[4] sandyhook
[4] remembering
[3] jennifermirsky
[3] impo

Top Words in Tweet in G9:
[6] denasimmons
[3] yaleemotion
[3] rulerapproach
[3] liberated_sel
[3] met
[3] five
[3] years
[3] ago
[3] aspenideas
[3] fellow

Top Words in Tweet in G10:
[2] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] mission,economy
[52] book,mission
[52] economy,moonshot
[52] moonshot,guide
[52] guide,changing
[52] changing,capitalism
[52] capitalism,launches
[52] launches,jan
[52] jan,28
[52] 28,uk

Top Word Pairs in Tweet in G1:
[32] siriusxm,aspenideas
[22] petedominick,siriusxm
[9] going,old
[9] old,photos
[9] photos,found
[9] found,one
[9] one,interviewed
[9] interviewed,john
[9] john,lewis
[9] lewis,siriusxm

Top Word Pairs in Tweet in G2:
[53] mission,economy
[52] book,mission
[52] economy,moonshot
[52] moonshot,guide
[52] guide,changing
[52] changing,capitalism
[52] capitalism,launches
[52] launches,jan
[52] jan,28
[52] 28,uk

Top Word Pairs in Tweet in G3:
[2] freeradicalsorg,threadreaderapp
[2] threadreaderapp,deanobeidallah
[2] deanobeidallah,morgfair
[2] morgfair,jaredlholt
[2] jaredlholt,selectedwisdom
[2] selectedwisdom,andrewyang
[2] andrewyang,joyannreid

Top Word Pairs in Tweet in G4:
[7] marched,washington
[7] washington,mlk
[7] mlk,beaten
[7] beaten,selma
[7] selma,remember
[7] remember,rep
[7] rep,john
[7] john,lewis
[7] lewis,fierce
[7] fierce,advocate

Top Word Pairs in Tweet in G5:
[17] black,woman
[17] fortune,500
[17] 500,company
[16] before,rosalind
[16] rosalind,brewer
[16] brewer,named
[16] named,ceo
[16] ceo,walgreens
[16] walgreens,black
[16] woman,leading

Top Word Pairs in Tweet in G6:
[12] unlikely,setting
[12] setting,refugee
[12] refugee,camp
[12] camp,remote
[12] remote,learning
[12] learning,working
[12] working,secret
[12] secret,started
[11] charliegrosso,unlikely
[11] started,#digtiallit

Top Word Pairs in Tweet in G7:
[4] letsbefrank,tonyamosley
[4] aspenideas,danbeucke
[3] robenfarzad,letsbefrank
[3] radiomirage,aspenideas
[2] ailsachang,robenfarzad
[2] tonyamosley,nprwest
[2] nprwest,radiomirage

Top Word Pairs in Tweet in G8:
[4] horrific,became
[4] became,nation
[4] nation,bystanders
[4] bystanders,nicolehockley
[4] nicolehockley,sandyhook
[4] sandyhook,remembering
[3] jennifermirsky,horrific
[3] remembering,impo

Top Word Pairs in Tweet in G9:
[3] denasimmons,yaleemotion
[3] yaleemotion,rulerapproach
[3] rulerapproach,liberated_sel
[3] liberated_sel,met
[3] met,denasimmons
[3] denasimmons,five
[3] five,years
[3] years,ago
[3] ago,aspenideas
[3] aspenideas,fellow

Top Replied-To
Top Replied-To in Entire Graph:
@petedominick
@mazzucatom
@capehartj
@aspenideas
@ailsachang
@imjuststeff
@madebykathryn
@amyewalter
@versharma
@robenfarzad

Top Replied-To in G1:
@petedominick
@aspenideas
@secretarylevine
@madebykathryn
@amyewalter
@versharma
@edrush2020

Top Replied-To in G2:
@mazzucatom

Top Replied-To in G3:
@freeradicalsorg

Top Replied-To in G4:
@gordonbronson
@aspenideas

Top Replied-To in G5:
@capehartj
@imjuststeff

Top Replied-To in G7:
@ailsachang
@robenfarzad

Top Replied-To in G9:
@denasimmons

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@allenlanebooks
@mazzucatom
@siriusxm
@walgreens
@aspeninstitute
@capehartj
@charliegrosso
@davos
@howtoacademy

Top Mentioned in G1:
@aspenideas
@siriusxm
@petedominick
@secretarylevine
@florian_krammer
@varobank
@katherineefoley
@rblancopoet
@kirstenpowers
@eosnos

Top Mentioned in G2:
@allenlanebooks
@mazzucatom
@davos
@howtoacademy
@britishlibrary
@5x15stories
@lsepublicevents
@aspenideas
@taarneh
@freshedpodcast

Top Mentioned in G3:
@threadreaderapp
@deanobeidallah
@morgfair
@jaredlholt
@selectedwisdom
@andrewyang
@joyannreid
@cpicciolini
@freeradicalsorg
@chaunceyd

Top Mentioned in G4:
@aspeninstitute
@aspenideas
@eosnos
@blueprintfture
@angeladuckw
@gordonbronson
@an
@margbrennan
@demar_derozan
@reeftechnology

Top Mentioned in G5:
@walgreens
@capehartj
@aspenideas
@gemcreaux

Top Mentioned in G6:
@charliegrosso
@javeriasal
@hechingerreport
@aspenideas
@_hellofuture

Top Mentioned in G7:
@letsbefrank
@tonyamosley
@aspenideas
@danbeucke
@nprwest
@radiomirage
@robenfarzad
@ailsachang

Top Mentioned in G8:
@nicolehockley
@sandyhook
@jennifermirsky
@perripeltz
@mariacuomocole
@aspenideas

Top Mentioned in G9:
@yaleemotion
@rulerapproach
@liberated_sel
@aspenideas
@secbbridges
@denasimmons

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@morgfair
@hlthiskrieger
@tmwinsett
@cindygallop
@nanab_2010
@hmbryan
@carolinaconway
@joyannreid
@nymne

Top Tweeters in G1:
@tmwinsett
@nanab_2010
@beverlynichols
@ocanannain
@kurtrobson101
@versharma
@lizzieohreally
@utenzil
@ingeniouschi
@petedominick

Top Tweeters in G2:
@nymne
@cannedcat
@lorelei_174
@cavalenzu
@lsepublicevents
@moissprez
@nicolas_colin
@nico_grau
@davos
@tacosyunacoca

Top Tweeters in G3:
@threadreaderapp
@morgfair
@joyannreid
@deanobeidallah
@chrislhayes
@paulrieckhoff
@democracynow
@chriscuomo
@chihuu
@sallykohn

Top Tweeters in G4:
@emmapeel_knight
@margbrennan
@ggargiulo3
@king_otay
@aspeninstitute
@annl_berlin
@abatchelor
@an
@mayordaniella
@fedenegro

Top Tweeters in G5:
@hlthiskrieger
@carolinaconway
@wayne90921
@capehartj
@gisellephelps
@demagoguewatch
@walgreens
@jojap227
@chefgina1
@minxiv7

Top Tweeters in G6:
@cindygallop
@hmbryan
@rachelsklar
@aditijuneja3
@annalynnmartino
@sloane
@hechingerreport
@charliegrosso
@ruthannharnisch
@sjw

Top Tweeters in G7:
@robenfarzad
@radiomirage
@danbeucke
@tonyamosley
@nprwest
@letsbefrank
@ailsachang

Top Tweeters in G8:
@sandyhook
@noeltruth
@mariacuomocole
@robwalker010307
@nicolehockley
@perripeltz
@jennifermirsky

Top Tweeters in G9:
@denasimmons
@rulerapproach
@secbbridges
@yaleemotion
@liberated_sel

Top Tweeters in G10:
@kentheemighty
@paulellingstad
@openureyes111
@univerif


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