aspenideas, Twitter, 12/5/2020 5:00:22 AM, 242708


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aspenideas_2020-12-03_09-25-25.xlsx
aspenideas_2020-12-03_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2020
Short Description:
aspenideas via NodeXL https://bit.ly/37D8VjD
@aspenideas
@andrewyang
@aspeninstitute
@stevebrant
@tristanharris
@nowthisnews
@rashadrobinson
@aspencitizen
@joebiden
@chaka20477958

Top hashtags:
#nativeamericanheritagemonth
#aspenideas
#covid19
#unfinishedlive

Description:
Description
The graph represents a network of 318 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, 03 December 2020 at 17:25 UTC.

The requested start date was Thursday, 03 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, 5-hour, 21-minute period from Thursday, 19 November 2020 at 12:32 UTC to Wednesday, 02 December 2020 at 17:54 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 : 318
Unique Edges : 448
Edges With Duplicates : 713
Total Edges : 1161
Number of Edge Types : 5
Mentions : 312
Retweet : 232
MentionsInRetweet : 560
Replies to : 46
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0357142857142857
Reciprocated Edge Ratio : 0.0689655172413793
Connected Components : 12
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 299
Maximum Edges in a Connected Component : 1131
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.301355
Graph Density : 0.00747971350911652
Modularity : 0.33662
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 318 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, 03 December 2020 at 17:25 UTC.

The requested start date was Thursday, 03 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, 5-hour, 21-minute period from Thursday, 19 November 2020 at 12:32 UTC to Wednesday, 02 December 2020 at 17:54 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://twitter.com/aspenideas/status/1330596158847246336
[4] https://www.aspenideas.org/podcasts/beyond-good-intentions-facing-racism-in-america-head-on
[3] https://www.aspenideashealth.org/post/from-r-d-to-authorized-approved-an-inside-look-at-the-fda-vaccine-process
[3] https://www.aspenideas.org/collections/get-to-know-a-few-members-of-the-covid-19-advisory-board
[3] https://www.aspeninstitute.org/events/creating-the-15-minute-neighborhood-2/
[3] https://www.aspenideas.org/articles/in-newark-a-company-shows-up-for-its-city
[3] https://unfinished.com/
[3] https://unfinished.com/event/technology-and-humanity/
[2] https://www.aspenideas.org/podcasts/heart-disease-isnt-an-adults-only-condition
[2] https://docs.google.com/forms/d/e/1FAIpQLSdAsLn8nZZ1IzfdcW_4xNXr20dvCUTmL-8GcIy2zOr9ekG6Zg/closedform

Top URLs in Tweet in G1:
[3] https://unfinished.com/event/technology-and-humanity/
[3] https://www.aspenideas.org/articles/in-newark-a-company-shows-up-for-its-city
[3] https://www.aspeninstitute.org/events/creating-the-15-minute-neighborhood-2/
[3] https://www.aspenideashealth.org/post/from-r-d-to-authorized-approved-an-inside-look-at-the-fda-vaccine-process
[2] https://www.aspenideas.org/podcasts/beyond-good-intentions-facing-racism-in-america-head-on
[2] https://docs.google.com/forms/d/e/1FAIpQLSdAsLn8nZZ1IzfdcW_4xNXr20dvCUTmL-8GcIy2zOr9ekG6Zg/closedform
[2] https://www.aspenideas.org/podcasts/heart-disease-isnt-an-adults-only-condition
[1] https://www.aspenideas.org/podcasts/how-meritocracys-luster-tarnishes-the-american-dream
[1] https://aspenideas.org/attend/show-up
[1] https://www.aspenideas.org/sessions/correcting-americas-historical-memory

Top URLs in Tweet in G2:
[4] https://twitter.com/aspenideas/status/1330596158847246336
[2] https://unfinished.com/
[1] https://bit.ly/3kHLHgN
[1] https://twitter.com/paulmuadweeb/status/1330902528842739717?s=20
[1] https://en.wikipedia.org/wiki/Ministry_of_propaganda
[1] https://www.youtube.com/watch?app=desktop&v=q5L3_dbdV48
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DuZpePxwihug&q=EgS4SO-bGIOX7P0FIhkA8aeDSxuymjyF9mijuxlWKpqEHj6HjQyMMgFy
[1] https://www.forbes.com/sites/marcoannunziata/2019/01/11/the-great-cognitive-depression/?sh=7a2166db74c1
[1] https://patreon.com/plantr
[1] https://www.plantrapp.com/

Top URLs in Tweet in G3:
[1] https://www.pscp.tv/w/cpPZITE4NzQ0MHwxTW54bmxWZUR2TkdPctOmSUzP_xbNnbZ7GcaRPAQaMjiQ0AueUopm9j73dII=
[1] https://twitter.com/XconsequencesTI/status/1333331918197198848

Top URLs in Tweet in G4:
[2] https://www.aspenideas.org/collections/get-to-know-a-few-members-of-the-covid-19-advisory-board
[2] https://www.aspenideas.org/podcasts/beyond-good-intentions-facing-racism-in-america-head-on
[1] https://betterarguments.org/
[1] https://www.aspenideas.org/podcasts/bridging-social-divides-with-better-arguments
[1] https://twitter.com/aspenideas/status/1330596158847246336

Top URLs in Tweet in G5:
[2] https://twitter.com/aspenideas/status/1330596158847246336
[1] https://twitter.com/aspenideas/status/1329503484152934400
[1] https://twitter.com/aspenideas/status/1331257013637144577
[1] https://twitter.com/aspenideas/status/1332387210885271552
[1] https://www.aspenideas.org/sessions/the-secret-to-life-genomics-crispr-and-the-future
[1] https://www.aspenideas.org/sessions/a-crack-in-creation-gene-editing-and-the-unthinkable-power-to-control-evolution
[1] https://frenchpress.thedispatch.com/p/american-racism-weve-got-so-very

Top URLs in Tweet in G6:
[2] https://aspenideas.org/sessions/deep-dive-who-is-prepared-for-the-next-epidemic
[1] https://twitter.com/robinmonotti/status/1332311299112509441

Top URLs in Tweet in G9:
[2] https://twitter.com/aspenideas/status/1010316524270292993

Top URLs in Tweet in G10:
[1] https://aspeninst.zoom.us/webinar/register/WN_mwoAdGHyQAeLEpUk8T4YRg

Top Domains
Top Domains in Tweet in Entire Graph:
[28] aspenideas.org
[21] twitter.com
[7] unfinished.com
[4] aspeninstitute.org
[4] google.com
[3] aspenideashealth.org
[1] bit.ly
[1] thedispatch.com
[1] pscp.tv
[1] betterarguments.org

Top Domains in Tweet in G1:
[18] aspenideas.org
[5] unfinished.com
[5] twitter.com
[4] aspeninstitute.org
[3] google.com
[3] aspenideashealth.org

Top Domains in Tweet in G2:
[5] twitter.com
[2] unfinished.com
[1] bit.ly
[1] wikipedia.org
[1] youtube.com
[1] google.com
[1] forbes.com
[1] patreon.com
[1] plantrapp.com

Top Domains in Tweet in G3:
[1] pscp.tv
[1] twitter.com

Top Domains in Tweet in G4:
[5] aspenideas.org
[1] betterarguments.org
[1] twitter.com

Top Domains in Tweet in G5:
[5] twitter.com
[2] aspenideas.org
[1] thedispatch.com

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

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

Top Domains in Tweet in G10:
[1] zoom.us

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] nativeamericanheritagemonth
[11] aspenideas
[9] covid19
[9] unfinishedlive
[8] aspenideasnow
[6] arguebetter
[5] aspenideashealth
[3] technology
[3] nativeamerican
[3] plantr



Top Hashtags in Tweet in G1:
[21] nativeamericanheritagemonth
[9] aspenideas
[8] aspenideasnow
[6] covid19
[5] unfinishedlive
[3] aspenideashealth
[3] nativeamerican
[2] aspenideasshowup
[1] arguebetter
[1] spotlighthealth

Top Hashtags in Tweet in G2:
[4] unfinishedlive
[3] plantr
[2] technology
[1] rt
[1] socialism
[1] communism

Top Hashtags in Tweet in G4:
[5] arguebetter
[3] covid19

Top Hashtags in Tweet in G5:
[1] climatecrisis
[1] yanggang
[1] nativeamericanheritagemonth
[1] aspenideas

Top Hashtags in Tweet in G7:
[1] attentioneconomy

Top Hashtags in Tweet in G10:
[2] aspenideashealth

Top Words
Top Words in Tweet in Entire Graph:
[206] aspenideas
[202] andrewyang
[109] big
[108] department
[107] think
[106] attention
[105] economy
[103] imperative
[103] something
[103] tackles

Top Words in Tweet in G1:
[92] aspenideas
[49] big
[47] andrewyang
[45] think
[44] imperative
[44] something
[44] department
[44] attention
[44] economy
[44] tackles

Top Words in Tweet in G2:
[81] andrewyang
[76] aspenideas
[45] department
[43] attention
[42] think
[42] economy
[42] big
[41] imperative
[41] something
[41] tackles

Top Words in Tweet in G3:
[73] andrewyang
[53] rashadrobinson
[53] tristanharris
[52] nowthisnews
[52] chaos
[52] technology
[51] tech
[51] causing
[51] joins
[51] others

Top Words in Tweet in G4:
[14] aspeninstitute
[14] author
[11] aspenideas
[10] white
[10] americans
[10] wade
[10] waters
[10] whiteness
[10] interrogate
[10] responses

Top Words in Tweet in G5:
[3] more
[2] around
[2] control
[2] aspen
[2] french

Top Words in Tweet in G6:
[5] gavi
[5] drtomfrieden
[5] panic
[4] 2018
[4] gates
[4] cdc
[4] top
[4] pusher
[4] theatlantic
[4] lawyer

Top Words in Tweet in G8:
[2] aspenideas
[2] erinleecarr

Top Words in Tweet in G9:
[2] drtlaleng

Top Words in Tweet in G10:
[4] brain
[2] looking
[2] forward
[2] 10
[2] 15
[2] aspenideas
[2] #aspenideashealth
[2] conversation
[2] dr_mosconi
[2] author

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[105] attention,economy
[104] department,attention
[103] aspenideas,think
[103] think,imperative
[103] imperative,something
[103] something,department
[103] economy,andrewyang
[103] andrewyang,tackles
[103] tackles,big
[103] big,topics

Top Word Pairs in Tweet in G1:
[44] think,imperative
[44] imperative,something
[44] something,department
[44] department,attention
[44] attention,economy
[44] economy,andrewyang
[44] andrewyang,tackles
[44] tackles,big
[44] big,topics
[43] aspenideas,think

Top Word Pairs in Tweet in G2:
[42] attention,economy
[41] aspenideas,think
[41] think,imperative
[41] imperative,something
[41] something,department
[41] department,attention
[41] economy,andrewyang
[41] andrewyang,tackles
[41] tackles,big
[41] big,topics

Top Word Pairs in Tweet in G3:
[53] rashadrobinson,tristanharris
[51] tech,causing
[51] causing,chaos
[51] chaos,andrewyang
[51] andrewyang,joins
[51] joins,rashadrobinson
[51] tristanharris,others
[51] others,explore
[51] explore,whether
[51] whether,technology

Top Word Pairs in Tweet in G4:
[10] white,americans
[10] americans,wade
[10] wade,waters
[10] waters,whiteness
[10] whiteness,interrogate
[10] interrogate,responses
[10] responses,blackness
[10] blackness,author
[8] aspeninstitute,white
[5] claudia,rankine

Top Word Pairs in Tweet in G6:
[4] 2018,gates
[4] gates,gavi
[4] gavi,cdc
[4] cdc,drtomfrieden
[4] drtomfrieden,top
[4] top,panic
[4] panic,pusher
[4] pusher,theatlantic
[4] theatlantic,lawyer
[4] lawyer,worked

Top Word Pairs in Tweet in G10:
[2] looking,forward
[2] forward,10
[2] 10,15
[2] 15,aspenideas
[2] aspenideas,#aspenideashealth
[2] #aspenideashealth,conversation
[2] conversation,dr_mosconi
[2] dr_mosconi,author
[2] author,xx
[2] xx,brain

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@can_chili
@eclecticradical
@nowthisnews
@gharvey808
@jessieww
@tristanharris
@bee_ase
@svershbow
@momzillaonline

Top Replied-To in G1:
@aspenideas
@tristanharris
@jessieww
@seeta2durga
@kristatippett

Top Replied-To in G2:
@aspenideas
@can_chili
@eclecticradical
@gharvey808
@carlark3
@paulmuadweeb
@mom_shopper
@indiscreetfrogs
@patriotgran

Top Replied-To in G3:
@nowthisnews

Top Replied-To in G4:
@momzillaonline
@joebiden

Top Replied-To in G6:
@drtomfrieden

Top Replied-To in G8:
@bee_ase
@svershbow

Top Mentioned
Top Mentioned in Entire Graph:
@andrewyang
@aspenideas
@tristanharris
@rashadrobinson
@nowthisnews
@thisisunfinishd
@vivian
@aspeninstitute
@aspencitizen
@ericpliu

Top Mentioned in G1:
@aspenideas
@andrewyang
@thisisunfinishd
@rasjbaraka
@prudential
@ommeedsathe
@aspencitizen
@warrior__women
@ericpliu
@manoushz

Top Mentioned in G2:
@andrewyang
@aspenideas
@vivian
@thisisunfinishd
@carlark3
@humanityforward
@manoushz
@tristanharris
@rashadrobinson
@aspendigital

Top Mentioned in G3:
@andrewyang
@rashadrobinson
@tristanharris
@nowthisnews
@aspenideas
@baratunde
@thisisunfinishd
@manoushz

Top Mentioned in G4:
@aspeninstitute
@aspenideas
@aspencitizen
@ericpliu
@allstate
@joebiden
@ericp
@facinghistory
@r
@atul_gawande

Top Mentioned in G6:
@drtomfrieden
@theatlantic
@stacey_rudin

Top Mentioned in G7:
@aspenideas
@tristanharris
@humanetech_
@ma

Top Mentioned in G8:
@aspenideas
@erinleecarr

Top Mentioned in G9:
@drtlaleng

Top Mentioned in G10:
@aspenideas
@dr_mosconi
@nmoralesnbc

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@mikereesem
@chande87
@njmike731
@shitian321136
@mfrance923
@ap
@ladyinlksd
@eclecticradical
@ganjasmokercb

Top Tweeters in G1:
@mikereesem
@ap
@ganjasmokercb
@lyn_va
@chitkwesumanetu
@yaremchuk_v
@pcdillard
@coacheshotseat
@sahidkapadia3
@richard_florida

Top Tweeters in G2:
@chande87
@njmike731
@mfrance923
@eclecticradical
@carlark3
@juansaaa
@karanda1221
@cunttheredeemer
@ktwinatl
@lmw1954

Top Tweeters in G3:
@dichristine
@shitian321136
@ladyinlksd
@tuser5555
@nowthisnews
@bronx2216
@tracey86357978
@xconsequencesti
@benjones1k
@premiercoro

Top Tweeters in G4:
@segmentis
@stevebrant
@jayrosen_nyu
@jamessu19725318
@aspeninstitute
@allstate
@sulliview
@jeffshotts1
@youthservice
@facinghistory

Top Tweeters in G5:
@dwhitesock
@lorisinsley
@sfairbrother
@wokepreachertv
@azamatrn
@larithmics2020
@williamwren18

Top Tweeters in G6:
@theatlantic
@avemaria2018
@vliscony
@stacey_rudin
@housessilver
@drtomfrieden

Top Tweeters in G7:
@manoushz
@ma
@humanetech_

Top Tweeters in G8:
@svershbow
@erinleecarr
@bee_ase

Top Tweeters in G9:
@drtlaleng
@lusukalanga
@king_teedos

Top Tweeters in G10:
@nmoralesnbc
@michaelseunade1
@dr_mosconi