aspenideas, Twitter, 11/6/2020 12:33:05 AM, 239557


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aspenideas_2020-11-05_09-25-26.xlsx
aspenideas_2020-11-05_09-25-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 06, 2020
Short Description:
aspenideas via NodeXL https://bit.ly/2GANvdG
@aspenideas
@nowthisnews
@aspeninstitute
@shaquanaforbk
@brcsph
@yellopain
@paindetective
@jkaufmanconsult
@hopesolo
@ericpliu

Top hashtags:
#aspenideasshowup
#electionday
#scotus
#arguebetter
#cafeaspenrne

Description:
Description
The graph represents a network of 286 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, 05 November 2020 at 17:25 UTC.

The requested start date was Thursday, 05 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, 12-hour, 35-minute period from Thursday, 22 October 2020 at 07:58 UTC to Wednesday, 04 November 2020 at 20:34 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 : 286
Unique Edges : 283
Edges With Duplicates : 542
Total Edges : 825
Number of Edge Types : 5
Mentions : 264
Retweet : 191
MentionsInRetweet : 326
Replies to : 28
Tweet : 16
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0634573304157549
Reciprocated Edge Ratio : 0.119341563786008
Connected Components : 12
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 263
Maximum Edges in a Connected Component : 792
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.810016
Graph Density : 0.00596245859403754
Modularity : 0.39986
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 286 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, 05 November 2020 at 17:25 UTC.

The requested start date was Thursday, 05 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, 12-hour, 35-minute period from Thursday, 22 October 2020 at 07:58 UTC to Wednesday, 04 November 2020 at 20:34 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:
[9] https://www.aspenideas.org/attend/show-up
[7] https://twitter.com/aspenideas/status/1319052343787294720
[4] https://rsvp.unfinished.com/live
[4] https://www.aspenideas.org/collections/aspen-ideas-show-up-part-1
[3] https://www.aspenideas.org/articles/my-vote-does-count-civics-lessons-through-music
[3] https://twitter.com/aspenideas/status/1319036237953585156
[3] https://www.aspenideas.org/articles/guardians-of-liberty
[2] https://www.aspenideas.org/articles/show-up-trail-breakers
[2] https://aspenideas.org/attend/show-up
[2] https://www.aspenideas.org/sessions/can-political-innovation-break-partisan-gridlock-and-save-our-democracy

Top URLs in Tweet in G1:
[7] https://www.aspenideas.org/attend/show-up
[4] https://www.aspenideas.org/collections/aspen-ideas-show-up-part-1
[4] https://rsvp.unfinished.com/live
[3] https://www.aspenideas.org/articles/my-vote-does-count-civics-lessons-through-music
[3] https://www.aspenideas.org/articles/guardians-of-liberty
[2] https://www.aspenideas.org/articles/show-up-trail-breakers
[2] https://www.aspenideas.org/collections/aspen-ideas-show-up-part-2
[2] https://www.aspenideas.org/articles/she-shows-up
[2] https://www.youtube.com/watch?v=UMnUgKNbuVA&feature=youtu.be

[2] https://moinakon.blogspot.com/2020/10/on-28102020-i-must-get-freedom-my-dues.html?m=1

Top URLs in Tweet in G2:
[1] https://twitter.com/i/broadcasts/1DXxyAjbdRdxM
[1] https://aspenideasshowup.splashthat.com/
[1] https://twitter.com/nowthisnews/status/1322287913904807938
[1] https://twitter.com/aspenideas/status/1320391165724684288
[1] https://aspenideas.org/collections/aspen-ideas-show-up-part-2
[1] https://www.change.org/p/commission-on-presidential-debates-include-all-qualified-candidates-in-2016-presidential-debates

Top URLs in Tweet in G3:
[2] https://www.aspeninstitute.org/events/aspen-ideas-show-up/
[2] https://www.aspeninstitute.org/podcasts/bridging-social-divides-with-better-arguments/#ArgueBetter
[1] https://twitter.com/aspenideas/status/1323697703549763584
[1] https://www.aspeninstitute.org/podcasts/bridging-social-divides-with-better-arguments/
[1] https://www.aspeninstitute.org/blog-posts/structural-racism-definition/
[1] https://www.aspenideas.org/attend/show-up
[1] https://aspenideas.org/attend/show-up
[1] http://aspenideasshowup.splashthat.com/twitter
[1] https://twitter.com/AspenInstitute/status/1319063936835125248
[1] https://twitter.com/aspenideas/status/1319055112132825089

Top URLs in Tweet in G4:
[5] https://twitter.com/aspenideas/status/1319052343787294720

Top URLs in Tweet in G5:
[1] https://www.unfinished.com/
[1] https://twitter.com/nowthisnews/status/1320738876047110145

Top URLs in Tweet in G6:
[1] http://aspenideasshowup.splashthat.com/twitter
[1] https://drive.google.com/file/d/1FTce7Ge7IVX8g3rnMx5uaDGNfl3_ihSx/view?usp=drivesdk

Top URLs in Tweet in G7:
[2] https://twitter.com/aspenideas/status/1319036237953585156

Top URLs in Tweet in G10:
[1] https://www.rtve.es/radio/radio-nacional/directo/
[1] https://www.abc.es/internacional/abci-jose-areilza-debates-para-202010100129_noticia.html

Top Domains
Top Domains in Tweet in Entire Graph:
[40] aspenideas.org
[27] twitter.com
[7] aspeninstitute.org
[6] unfinished.com
[5] youtube.com
[3] splashthat.com
[2] blogspot.com
[1] forbes.com
[1] zoom.us
[1] rtve.es

Top Domains in Tweet in G1:
[29] aspenideas.org
[5] unfinished.com
[4] youtube.com
[4] twitter.com
[2] blogspot.com
[1] infinitysong.co
[1] zoom.us
[1] forbes.com
[1] aspeninstitute.org

Top Domains in Tweet in G2:
[3] twitter.com
[1] splashthat.com
[1] aspenideas.org
[1] change.org

Top Domains in Tweet in G3:
[6] twitter.com
[6] aspeninstitute.org
[2] aspenideas.org
[1] splashthat.com
[1] youtube.com
[1] aimhighteentips.com

Top Domains in Tweet in G4:
[5] twitter.com

Top Domains in Tweet in G5:
[1] unfinished.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] splashthat.com
[1] google.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G10:
[1] rtve.es
[1] abc.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[48] aspenideasshowup
[10] electionday
[7] scotus
[6] arguebetter
[5] cafeaspenrne
[5] uselections2020
[4] myvotedontcount
[4] election2020
[4] bezosscholar
[3] aspenideas



Top Hashtags in Tweet in G1:
[37] aspenideasshowup
[10] electionday
[6] scotus
[4] myvotedontcount
[2] aspenideasnow
[2] aspenideashealth
[1] arguebetter
[1] bezosscholar
[1] madlove
[1] electionday2020

Top Hashtags in Tweet in G2:
[2] opendebates
[1] gosparks
[1] 2020election
[1] election
[1] ncpol
[1] openthedebates

Top Hashtags in Tweet in G3:
[8] aspenideasshowup
[5] arguebetter
[3] election2020
[3] bezosscholars
[3] mentalhealth
[3] bezosscholar
[1] aspenideas
[1] rbg
[1] scotus

Top Hashtags in Tweet in G5:
[2] unfinishedlive
[1] madlove
[1] aspenideasshowup
[1] trump2020

Top Hashtags in Tweet in G6:
[2] aspenideasshowup

Top Hashtags in Tweet in G7:
[1] paalum

Top Hashtags in Tweet in G10:
[5] cafeaspenrne
[5] uselections2020
[2] aspenideas
[1] aspendebates
[1] aspenactualidad
[1] aspenespaña

Top Words
Top Words in Tweet in Entire Graph:
[130] aspenideas
[116] look
[115] eye
[85] more
[76] voting
[72] nowthisnews
[59] make
[59] view
[58] tell
[57] em

Top Words in Tweet in G1:
[52] aspenideas
[37] #aspenideasshowup
[22] full
[21] organizing
[20] davidcoleaclu
[19] local
[18] more
[16] catch
[15] watch
[15] aclu

Top Words in Tweet in G2:
[112] look
[112] eye
[61] nowthisnews
[60] more
[57] tell
[56] make
[56] em
[56] birds
[56] view
[56] voting

Top Words in Tweet in G3:
[32] aspenideas
[22] ericpliu
[20] arguing
[19] aspeninstitute
[16] aspencitizen
[14] need
[11] way
[10] problem
[10] much
[10] wrong

Top Words in Tweet in G4:
[23] yellopain
[12] voting
[9] aspenideas
[6] learned
[6] down
[6] ballot
[6] shocked
[6] hadn't
[6] taught
[6] earlier

Top Words in Tweet in G5:
[9] aspenideas
[7] thisisunfinishd
[4] excited
[4] partner
[4] questions
[3] re
[3] create
[3] space
[3] possibilities
[3] moments

Top Words in Tweet in G6:
[14] aspenideas
[11] tinatchen
[9] timesupnow
[9] ceo
[8] women
[7] pandemic
[7] devastating
[7] effects
[7] decades
[7] progress

Top Words in Tweet in G9:
[2] inspiration

Top Words in Tweet in G10:
[6] aspenspain
[5] directo
[5] podéis
[5] seguir
[5] #cafeaspenrne
[5] #uselections2020
[5] lasmananas_rne
[5] periodista
[5] fiona
[4] maha

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[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 G1:
[10] legal,director
[10] director,davidcoleaclu
[10] davidcoleaclu,discussed
[10] discussed,impact
[10] impact,local
[10] local,grassroots
[10] grassroots,organizing
[10] organizing,aspenideas
[10] aspenideas,catch
[10] catch,full

Top Word Pairs in Tweet in G2:
[56] make,em
[56] em,look
[56] look,more
[56] more,tell
[56] tell,look
[56] look,eye
[56] eye,birds
[56] birds,eye
[56] eye,view
[56] view,voting

Top Word Pairs in Tweet in G3:
[10] problem,arguing
[10] arguing,much
[10] much,arguing
[10] arguing,wrong
[10] wrong,way
[10] way,ericpliu
[9] thank,aspeninstitute
[9] based,voter
[9] voter,registration
[8] aspeninstitute,having

Top Word Pairs in Tweet in G4:
[9] aspenideas,yellopain
[6] yellopain,learned
[6] learned,down
[6] down,ballot
[6] ballot,voting
[6] voting,shocked
[6] shocked,hadn't
[6] hadn't,taught
[6] taught,earlier
[6] earlier,voting

Top Word Pairs in Tweet in G5:
[4] excited,partner
[3] aspenideas,re
[3] re,excited
[3] partner,thisisunfinishd
[3] thisisunfinishd,create
[3] create,space
[3] space,possibilities
[3] possibilities,moments
[3] moments,sit
[3] sit,big

Top Word Pairs in Tweet in G6:
[8] aspenideas,timesupnow
[7] timesupnow,ceo
[7] ceo,tinatchen
[7] tinatchen,pandemic
[7] pandemic,devastating
[7] devastating,effects
[7] effects,decades
[7] decades,progress
[7] progress,women
[7] women,made

Top Word Pairs in Tweet in G10:
[5] directo,podéis
[5] podéis,seguir
[5] seguir,#cafeaspenrne
[5] #cafeaspenrne,#uselections2020
[5] #uselections2020,lasmananas_rne
[5] lasmananas_rne,periodista
[5] periodista,fiona
[4] aspenspain,directo
[4] fiona,maha

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@aclu
@alisterfmartin
@yellopain
@aspeninstitute
@ernestmcisneros
@nowthisnews
@sourceamerica
@cherellecargill
@kittyboone

Top Replied-To in G1:
@aclu
@alisterfmartin
@yellopain
@timesupnow
@ernestmcisneros
@aspeninstitute
@anjkhem
@dmiliband

Top Replied-To in G2:
@nowthisnews
@aspenideas

Top Replied-To in G3:
@aspenideas
@aspencitizen

Top Replied-To in G4:
@aspenideas

Top Replied-To in G5:
@kittyboone

Top Replied-To in G6:
@aspenideas

Top Replied-To in G8:
@aspenideas

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@nowthisnews
@aspeninstitute
@ericpliu
@yellopain
@aspencitizen
@davidcoleaclu
@tinatchen
@timesupnow
@thisisunfinishd

Top Mentioned in G1:
@aspenideas
@davidcoleaclu
@aclu
@aspencitizen
@versharma
@aspeninstitute
@ericpliu
@americaferrera
@thisisunfinishd
@yellopain

Top Mentioned in G2:
@nowthisnews
@aspenideas
@akinyeminyc
@candace_parker
@ericpliu
@simplyzinhle
@yellopain
@lasparks
@kayliweiss7
@openthedebates

Top Mentioned in G3:
@aspenideas
@aspeninstitute
@ericpliu
@aspencitizen
@alisterfmartin
@aspe
@bezosscholars
@aspenc
@danporterfield
@nowthisnews

Top Mentioned in G4:
@yellopain
@aspenideas
@lulahoop_
@vonnie932

Top Mentioned in G5:
@aspenideas
@thisisunfinishd
@staceyabrams
@nowthisnews
@ashokaus
@fordfoundation
@theshedny
@infinityssong
@aspeninstitute
@precart

Top Mentioned in G6:
@aspenideas
@tinatchen
@timesupnow
@simplyzinhle
@nowthisnews
@aspeninstitute
@ericpliu
@katiedrasser

Top Mentioned in G7:
@aspenfcs
@publicallies
@oyunited
@brooklynbotanic
@anhdnyc
@naturalleaders
@myrtleavebklyn
@nycha
@sparkaction
@bkmovement

Top Mentioned in G8:
@jameshamblin
@rweingarten
@billgates
@melindagates
@nytimesdowd
@tomfriedman
@andrewrsorkin
@nxthompson
@jamesfallows
@rolandsmartin

Top Mentioned in G9:
@nilikm
@nightshiftmd
@deonandan
@inspirationf
@theatlideas
@aspenideas
@festivalofideas
@legoideas

Top Mentioned in G10:
@aspenspain
@lasmananas_rne
@joseareilza
@mahargbf
@juanmoscosodelp
@deustodbs

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@thereal_rebel
@inspiteoftrump
@ligayaloyola
@jjj5819
@carlyinnj
@loulachat
@mtmarilyn2
@rolandsmartin
@uniqueloves

Top Tweeters in G1:
@inspiteoftrump
@jjj5819
@pingachoo
@valsadie
@bexxmodd
@queenpeace2017
@dialogician
@shaker0309
@revolp
@belladonamodels

Top Tweeters in G2:
@thereal_rebel
@loulachat
@mtmarilyn2
@lindahalercsd
@dudette9t9
@aine
@lildelain
@globalcitizenln
@vjl2
@icky_84

Top Tweeters in G3:
@danbuk4
@co_pony
@aliraja_md
@pfwright
@clivingsbkk
@aspeninstitute
@allstate
@jeremyfaust
@facinghistory
@realcedricdark

Top Tweeters in G4:
@dichristine
@uniqueloves
@vonnie932
@samadsavage
@lulahoop_
@blmbeantiracist
@flyguy357
@libbyballengee
@rebeccagates
@monicahvinluan

Top Tweeters in G5:
@carlyinnj
@librariesval
@policylink
@fordfoundation
@staceyabrams
@ashokaus
@resortworkers
@kittyboone
@precart
@theshedny

Top Tweeters in G6:
@ligayaloyola
@blssfulserndpty
@lilfaelochgelly
@inbusiness4good
@lasterbosire
@witchbabe23
@timesupnow
@tonyehernandez1
@katiedrasser
@simplyzinhle

Top Tweeters in G7:
@nycha
@cuny
@sparkaction
@publicallies
@anhdnyc
@myrtleavebklyn
@aspenfcs
@naturalleaders
@bkmovement
@brooklynbotanic

Top Tweeters in G8:
@rolandsmartin
@rweingarten
@brcsph
@nxthompson
@jameshamblin
@andrewrsorkin
@melindagates
@billgates
@jamesfallows
@tomfriedman

Top Tweeters in G9:
@nightshiftmd
@inspirationf
@theatlideas
@festivalofideas
@deonandan
@legoideas
@nilikm
@paindetective

Top Tweeters in G10:
@lasmananas_rne
@juanmoscosodelp
@rutasnuria
@deustodbs
@aspenspain
@joseareilza
@mahargbf


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