aspenideas, Twitter, 11/12/2020 7:15:42 PM, 240252


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aspenideas_2020-11-12_09-25-25.xlsx
aspenideas_2020-11-12_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 12, 2020
Short Description:
aspenideas via NodeXL https://bit.ly/3nnCGLP
@aspenideas
@nowthisnews
@versharma
@paindetective
@ericpliu
@aspeninstitute
@jkaufmanconsult
@leighmspeaks
@aspencitizen
@drmarytbassett

Top hashtags:
#covid19
#aspenideasshowup
#aspenideas
#aspenideashealth
#electionday

Description:
Description
The graph represents a network of 304 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, 12 November 2020 at 17:25 UTC.

The requested start date was Thursday, 12 November 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, 23-hour, 18-minute period from Thursday, 29 October 2020 at 01:09 UTC to Thursday, 12 November 2020 at 00:27 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 : 304
Unique Edges : 369
Edges With Duplicates : 650
Total Edges : 1019
Number of Edge Types : 5
Retweet : 211
MentionsInRetweet : 436
Replies to : 25
Mentions : 328
Tweet : 19
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0527210884353742
Reciprocated Edge Ratio : 0.10016155088853
Connected Components : 17
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 275
Maximum Edges in a Connected Component : 981
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.715055
Graph Density : 0.00672007990272711
Modularity : 0.412821
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 304 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, 12 November 2020 at 17:25 UTC.

The requested start date was Thursday, 12 November 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, 23-hour, 18-minute period from Thursday, 29 October 2020 at 01:09 UTC to Thursday, 12 November 2020 at 00:27 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://aspeninst.zoom.us/webinar/register/WN_9VCS7J9jSACMgjSDr-cZ7A
[4] https://www.aspenideas.org/articles/we-can-do-better
[4] https://unfinished.com/event/democracy-and-voice/
[4] https://aspenideas.org/sessions/2020-and-the-edge-of-transformation
[3] https://www.aspenideas.org/attend/show-up
[3] https://www.aspenideas.org/attend/health
[3] https://twitter.com/aspenideas/status/1324790419834634241
[3] https://rsvp.unfinished.com/live?utm_campaign=UNFINISHED
[3] LIVE
[3] EVENTS&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-9biwDRWPqzWYQ9Ztb-9uNsh-PAPsUgekwwcmS2Ym-fE-6GWUOitnauEwWSgYw7MahDNlA9

Top URLs in Tweet in G1:
[1] https://www.pscp.tv/w/cnshADE4NzQ0MHwxa3ZKcG9yUnFiREdFRrJeX29tKbkDGRMOyZMa3qc-bXvgQ-x1f_LDmgemq-Y=
[1] https://aspenideasshowup.splashthat.com/
[1] https://twitter.com/nowthisnews/status/1322287913904807938

Top URLs in Tweet in G2:
[4] https://aspeninst.zoom.us/webinar/register/WN_9VCS7J9jSACMgjSDr-cZ7A
[3] https://aspenideas.org/sessions/2020-and-the-edge-of-transformation
[3] https://rsvp.unfinished.com/live?utm_campaign=UNFINISHED
[3] LIVE
[3] EVENTS&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-9biwDRWPqzWYQ9Ztb-9uNsh-PAPsUgekwwcmS2Ym-fE-6GWUOitnauEwWSgYw7MahDNlA9
[3] https://unfinished.com/event/democracy-and-voice/
[2] https://www.aspenideas.org/attend/show-up
[2] https://www.youtube.com/watch?v=UMnUgKNbuVA&feature=youtu.be

[2] https://aspenideas.org/attend/show-up
[2] https://www.aspenideas.org/articles/my-vote-does-count-civics-lessons-through-music

Top URLs in Tweet in G3:
[3] https://www.aspenideas.org/articles/we-can-do-better
[3] https://www.aspeninstitute.org/events/aspen-ideas-show-up/
[2] https://www.aspeninstitute.org/podcasts/bridging-social-divides-with-better-arguments/
[1] https://www.aspeninstitute.org/blog-posts/structural-racism-definition/
[1] https://admin.aspenideas.org/sessions/with-honor-can-veterans-help-bridge-our-political-divides
[1] https://www.aspenideas.org/sessions/keeping-veterans-healthy
[1] https://www.aspenideas.org/sessions/focus-on-the-breath-healing-the-trauma-of-veterans
[1] https://www.aspeninstitute.org/podcasts/bridging-social-divides-with-better-arguments/#ArgueBetter
[1] http://suppression.As
[1] https://aspenideas.org/sessions/2020-and-the-edge-of-transformation

Top URLs in Tweet in G4:
[2] https://twitter.com/BrainHackedByXY/status/1326350597545578496
[1] https://unfinished.com/event/democracy-and-voice/
[1] https://twitter.com/aspenideas/status/1326276948679659532
[1] https://www.pscp.tv/w/cnshBzFkclFla0R5bWdCamJ8MWt2SnBvclJxYkRHRTWyMWQJSFKxasmD8T8Wv0ofV5qJMGuR7E_XBUJRi6eJ
[1] https://twitter.com/XconsequencesTI/status/1326350229034033153
[1] https://twitter.com/thisisunfinishd/status/1326208779436908545
[1] https://www.youtube.com/watch?v=Bw5I3PRGs6E&feature=youtu.be

[1] https://twitter.com/aspenideas/status/1324808522916261888

Top URLs in Tweet in G5:
[3] https://aspeninst.zoom.us/webinar/register/WN_9VCS7J9jSACMgjSDr-cZ7A
[1] https://twitter.com/aspenideas/status/1324790419834634241

Top URLs in Tweet in G6:
[2] https://www.aspeninstitute.org/videos/why-women-now/
[1] https://www.aspenideas.org/articles/we-can-do-better
[1] https://www.aspenideas.org/attend/show-up
[1] https://www.aspenideas.org/articles/how-to-stop-the-spread-of-fake-news-on-social-media
[1] https://twitter.com/aspenideas/status/1324405633857150977
[1] https://www.aspenideas.org/attend/health
[1] https://twitter.com/aspenideas/status/1325829500236607488
[1] https://aspenideas.org/sessions/fighting-the-covid-19-pandemic-a-conversation-with-anthony-fauci
[1] https://twitter.com/aspenideas/status/1326218564215386112

Top URLs in Tweet in G8:
[1] https://www.rtve.es/radio/radio-nacional/directo/
[1] https://www.abc.es/internacional/abci-jose-areilza-debates-para-202010100129_noticia.html

Top URLs in Tweet in G9:
[1] https://twitter.com/jkaufmanconsult/status/1322883840088674304

Top URLs in Tweet in G10:
[1] https://twitter.com/aspenideas/status/1325110513013907456

Top Domains
Top Domains in Tweet in Entire Graph:
[42] aspenideas.org
[25] twitter.com
[11] aspeninstitute.org
[9] unfinished.com
[7] zoom.us
[4] youtube.com
[2] pscp.tv
[1] forbes.com
[1] nytimes.com
[1] bezosscholars.org

Top Domains in Tweet in G1:
[1] pscp.tv
[1] splashthat.com
[1] twitter.com

Top Domains in Tweet in G2:
[26] aspenideas.org
[7] unfinished.com
[5] twitter.com
[4] zoom.us
[3] youtube.com
[1] forbes.com
[1] nytimes.com
[1] bezosscholars.org
[1] aspeninstitute.org

Top Domains in Tweet in G3:
[8] aspeninstitute.org
[7] aspenideas.org
[2] twitter.com
[1] suppression.as
[1] unfinished.com

Top Domains in Tweet in G4:
[6] twitter.com
[1] unfinished.com
[1] pscp.tv
[1] youtube.com

Top Domains in Tweet in G5:
[3] zoom.us
[1] twitter.com

Top Domains in Tweet in G6:
[5] aspenideas.org
[3] twitter.com
[2] aspeninstitute.org

Top Domains in Tweet in G8:
[1] rtve.es
[1] abc.es

Top Domains in Tweet in G9:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] covid19
[20] aspenideasshowup
[14] aspenideas
[13] aspenideashealth
[10] electionday
[6] healthequity
[5] arguebetter
[5] veteransday2020
[5] cafeaspenrne
[5] uselections2020



Top Hashtags in Tweet in G1:
[1] gosparks
[1] 2020election
[1] election
[1] ncpol

Top Hashtags in Tweet in G2:
[20] aspenideasshowup
[14] covid19
[10] electionday
[8] aspenideas
[5] aspenideashealth
[2] aspenideasnow
[2] 2020election
[2] unfinishedlive
[2] myvotedontcount
[2] bezosscholars

Top Hashtags in Tweet in G3:
[5] arguebetter
[4] veteransday2020
[3] election2020
[2] aspenideas
[1] ptsd
[1] unfinishedlive
[1] studentvetsbelonghere

Top Hashtags in Tweet in G4:
[1] unfinishedlive
[1] republicbananarepublic
[1] sustainwhat

Top Hashtags in Tweet in G5:
[8] aspenideashealth
[7] covid19
[6] healthequity
[1] veteransday

Top Hashtags in Tweet in G6:
[2] aspenideas
[2] ascendfellows
[1] writingcommunity
[1] kindness
[1] together
[1] humanities
[1] medhum
[1] meded
[1] medhumchat
[1] hapc

Top Hashtags in Tweet in G8:
[5] cafeaspenrne
[5] uselections2020
[2] aspenideas
[1] aspendebates
[1] aspenactualidad
[1] aspenespaã±a

Top Hashtags in Tweet in G10:
[1] democracy2020

Top Words
Top Words in Tweet in Entire Graph:
[126] look
[124] nowthisnews
[118] aspenideas
[116] eye
[78] join
[75] more
[72] democracy
[70] versharma
[62] questions
[62] voting

Top Words in Tweet in G1:
[114] look
[114] eye
[109] nowthisnews
[58] more
[57] make
[57] em
[57] tell
[57] birds
[57] view
[57] voting

Top Words in Tweet in G2:
[39] aspenideas
[20] #aspenideasshowup
[16] watch
[14] america
[14] #covid19
[13] health
[12] community
[12] americans
[12] strategic
[11] housing

Top Words in Tweet in G3:
[37] aspenideas
[24] ericpliu
[18] aspeninstitute
[16] arguments
[16] staceyabrams
[16] voter
[15] aspencitizen
[13] away
[12] election
[12] need

Top Words in Tweet in G4:
[17] aspenideas
[15] yoyo_ma
[14] versharma
[14] thisisunfinishd
[13] nowthisnews
[13] baratunde
[12] revdrbarber
[6] democracy
[5] join
[4] questions

Top Words in Tweet in G5:
[13] today
[13] drmarytbassett
[11] aspenideas
[11] fxbharvard
[10] drrichbesser
[8] join
[8] #aspenideashealth
[7] need
[7] #covid19
[6] rwjf

Top Words in Tweet in G6:
[2] potential
[2] shift
[2] political
[2] economic
[2] social
[2] power
[2] profound
[2] activism
[2] harnessed
[2] fundamentally

Top Words in Tweet in G7:
[2] inspiration

Top Words in Tweet in G8:
[6] aspenspain
[5] directo
[5] podã
[5] seguir
[5] #cafeaspenrne
[5] #uselections2020
[5] lasmananas_rne
[5] periodista
[5] fiona
[4] mahaâ

Top Words in Tweet in G9:
[2] sourceamerica
[2] newamericaed
[2] newamerica
[2] aspenbizsociety
[2] aspendialogue
[2] aspenideas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] make,em
[58] em,look
[58] look,more
[58] more,tell
[58] tell,look
[58] look,eye
[58] eye,birds
[58] birds,eye
[58] eye,view
[58] view,voting

Top Word Pairs in Tweet in G1:
[57] make,em
[57] em,look
[57] look,more
[57] more,tell
[57] tell,look
[57] look,eye
[57] eye,birds
[57] birds,eye
[57] eye,view
[57] view,voting

Top Word Pairs in Tweet in G2:
[11] housing,jobs
[11] jobs,health
[11] health,care
[11] care,access
[11] access,#covid19
[11] #covid19,crisis
[11] crisis,widening
[11] widening,inequities
[11] inequities,america
[11] america,strategic

Top Word Pairs in Tweet in G3:
[11] june,staceyabrams
[11] staceyabrams,spoke
[11] spoke,mspackyetti
[11] steps,needed
[11] needed,increase
[11] increase,voter
[11] voter,turnout
[10] better,shying
[10] shying,away
[10] away,arguments

Top Word Pairs in Tweet in G4:
[12] versharma,yoyo_ma
[12] yoyo_ma,revdrbarber
[11] nowthisnews,versharma
[11] revdrbarber,thisisunfinishd
[11] thisisunfinishd,baratunde
[11] baratunde,aspenideas
[3] grappling,questions
[3] questions,democracy
[3] democracy,means
[3] means,heal

Top Word Pairs in Tweet in G5:
[7] drmarytbassett,fxbharvard
[6] drrichbesser,rwjf
[6] today,11
[6] 11,10
[6] 10,30
[6] 30,pm
[6] pm,#covid19
[6] #covid19,urgent
[6] urgent,need
[6] need,address

Top Word Pairs in Tweet in G6:
[2] potential,shift
[2] political,economic
[2] economic,social
[2] social,power
[2] power,profound
[2] profound,activism
[2] activism,harnessed
[2] harnessed,fundamentally
[2] fundamentally,change
[2] course,#aspenideas

Top Word Pairs in Tweet in G8:
[5] directo,podã
[5] podã,seguir
[5] seguir,#cafeaspenrne
[5] #cafeaspenrne,#uselections2020
[5] #uselections2020,lasmananas_rne
[5] lasmananas_rne,periodista
[5] periodista,fiona
[4] aspenspain,directo
[4] fiona,mahaâ

Top Word Pairs in Tweet in G9:
[2] sourceamerica,newamericaed
[2] newamericaed,newamerica
[2] newamerica,aspenbizsociety
[2] aspenbizsociety,aspendialogue
[2] aspendialogue,aspenideas

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@nowthisnews
@versharma
@y
@ericpliu
@thisisunfinishd
@aspeninstitute
@aspencitizen
@yoyo_ma
@staceyabrams

Top Mentioned in G1:
@nowthisnews
@versharma
@y
@yo
@aspenideas
@akinyeminyc
@yoyo_ma
@revdrbarber
@thisisunfinishd
@baratunde

Top Mentioned in G2:
@aspenideas
@thisisunfinishd
@ericpliu
@aspencitizen
@ksoltisanderson
@aspeninstitute
@viricarrizales
@drrichbesser
@drmarytbassett
@tinatchen

Top Mentioned in G3:
@aspenideas
@ericpliu
@aspeninstitute
@staceyabrams
@aspencitizen
@facinghistory
@mspackyetti
@rogerbrooksfh
@allstate
@yoyo_ma

Top Mentioned in G4:
@aspenideas
@yoyo_ma
@versharma
@thisisunfinishd
@baratunde
@revdrbarber
@nowthisnews
@y
@ericpliu
@aspeninstitute

Top Mentioned in G5:
@drmarytbassett
@aspenideas
@drrichbesser
@fxbharvard
@rwjf
@ericpliu
@aspencitizen

Top Mentioned in G6:

Top Mentioned in G7:
@nilikm
@nightshiftmd
@deonandan
@inspirationf
@theatlideas
@aspenideas
@festivalofideas
@legoideas

Top Mentioned in G8:
@aspenspain
@lasmananas_rne
@joseareilza
@mahargbf
@juanmoscosodelp
@deustodbs

Top Mentioned in G9:
@newamericaed
@newamerica
@aspenbizsociety
@aspendialogue
@aspenideas
@jkaufmanconsult
@sourceamerica

Top Mentioned in G10:
@sameppsiv
@donnafedwards
@edwardburroughs
@vmjacobsesq

Top Tweeters
Top Tweeters in Entire Graph:
@thereal_rebel
@cotey_mary
@loulachat
@mtmarilyn2
@uniqueloves
@valsadie
@nytimes
@vievararosel
@shitian321136
@odoylecharlotte

Top Tweeters in G1:
@thereal_rebel
@cotey_mary
@loulachat
@mtmarilyn2
@shitian321136
@odoylecharlotte
@nakesha_horsey
@lindahalercsd
@dudette9t9
@mamabear64

Top Tweeters in G2:
@valsadie
@nytimes
@mattlabor
@blssfulserndpty
@revolp
@a_treaclemine
@sonicubed
@aei
@lulahoop_
@mountsinainyc

Top Tweeters in G3:
@vievararosel
@npr
@emweeklyrpt
@paleophile
@nancyquinn
@posleadership
@bloumatrix
@dominicdsmith
@annagregarious
@hmmbee

Top Tweeters in G4:
@xconsequencesti
@chrmail
@revkin
@ahmadal43350557
@joebidenwon1
@americadialogue
@roya19
@brainhackedbyxy
@baratunde
@earthinstitute

Top Tweeters in G5:
@socflyny
@demconnection
@chickpea_d
@rwjf
@elementolab
@drrichbesser
@danporterfield
@fxbharvard
@shanaerebecca
@katiedrasser

Top Tweeters in G6:
@_steve2_
@gwashingtoninde
@bevmossevelde
@aspenascend
@bee509
@artimusfoul
@louisam70
@julieabo3
@rozenmdfaahpm
@jacka

Top Tweeters in G7:
@nightshiftmd
@inspirationf
@theatlideas
@festivalofideas
@deonandan
@legoideas
@nilikm
@paindetective

Top Tweeters in G8:
@lasmananas_rne
@juanmoscosodelp
@rutasnuria
@deustodbs
@aspenspain
@joseareilza
@mahargbf

Top Tweeters in G9:
@newamerica
@newamericaed
@jkaufmanconsult
@aspenbizsociety
@sourceamerica
@aspendialogue

Top Tweeters in G10:
@donnafedwards
@zabrinaepps
@vmjacobsesq
@edwardburroughs
@sameppsiv


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