aspenideas, Twitter, 12/18/2020 7:31:07 AM, 243617


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aspenideas_2020-12-17_09-25-25.xlsx
aspenideas_2020-12-17_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2020
Short Description:
aspenideas via NodeXL https://bit.ly/3r7bqUr
@aspenideas
@nowthisnews
@baratunde
@aspencitizen
@ericpliu
@fight_progress
@mountsinainyc
@harmlessyarddog
@aspenspain
@conceptualjames

Top hashtags:
#covid19
#aspenideas
#aspenideasnow
#covid
#unfinishedlive

Description:
Description
The graph represents a network of 341 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, 17 December 2020 at 17:25 UTC.

The requested start date was Thursday, 17 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, 21-hour, 6-minute period from Thursday, 03 December 2020 at 01:15 UTC to Wednesday, 16 December 2020 at 22:21 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 : 341
Unique Edges : 626
Edges With Duplicates : 448
Total Edges : 1074
Number of Edge Types : 5
Tweet : 25
Mentions : 519
Retweet : 125
MentionsInRetweet : 248
Replies to : 157
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0284974093264249
Reciprocated Edge Ratio : 0.0554156171284635
Connected Components : 12
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 329
Maximum Edges in a Connected Component : 1061
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.641836
Graph Density : 0.00684836984647231
Modularity : 0.413984
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 341 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, 17 December 2020 at 17:25 UTC.

The requested start date was Thursday, 17 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, 21-hour, 6-minute period from Thursday, 03 December 2020 at 01:15 UTC to Wednesday, 16 December 2020 at 22:21 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:
[21] https://twitter.com/aspenideas/status/1334588717290332160
[6] https://www.aspenideas.org/podcasts/building-public-confidence-in-covid-19-vaccines
[4] https://www.aspenideashealth.org/post/covid-19-the-urgent-need-to-address-health-equity
[4] https://www.aspenideas.org/articles/remote-work-works-the-office-after-covid-19
[3] https://twitter.com/aspenideas/status/1339306387906514946
[3] https://www.aspenideas.org/articles/how-effective-are-the-vaccines-a-mount-sinai-expert-weighs-in
[3] https://events.unfinished.com/episode-4?utm_campaign=UNFINISHED%20LIVE%20EVENTS&utm_source=facebook&utm_medium=social&utm_content=NowThis%20Facebook%20Ep%204
[2] https://www.aspenideas.org/podcasts/how-meritocracys-luster-tarnishes-the-american-dream
[2] https://twitter.com/aspenideas/status/1335641151857168386
[2] https://www.aspenideas.org/podcasts/beyond-good-intentions-facing-racism-in-america-head-on

Top URLs in Tweet in G1:
[4] https://twitter.com/aspenideas/status/1334588717290332160
[1] https://www.aspenideas.org/articles/we-can-do-better
[1] http://gdx1776.blogspot.com/2020/09/you-have-racism-fetish-and-its-not.html?m=0
[1] https://www.psychologytoday.com/us/blog/what-mentally-strong-people-dont-do/201511/7-things-only-narcissists-do

Top URLs in Tweet in G2:
[4] https://www.aspenideashealth.org/post/covid-19-the-urgent-need-to-address-health-equity
[4] https://www.aspenideas.org/podcasts/building-public-confidence-in-covid-19-vaccines
[4] https://www.aspenideas.org/articles/remote-work-works-the-office-after-covid-19
[2] https://www.aspenideas.org/articles/how-effective-are-the-vaccines-a-mount-sinai-expert-weighs-in
[1] https://www.aspenideas.org/podcasts/profit-and-purpose-go-hand-in-hand-corporate-leaders-dan-schulman-and-mellody-hobson-on-values-driven-business
[1] https://unfinished.com/event/questions-culture-and-change/
[1] https://twitter.com/thisisunfinishd/status/1336359940756271107
[1] https://aspenideas.org/attend/show-up
[1] https://www.aspenideas.org/podcasts/beyond-good-intentions-facing-racism-in-america-head-on
[1] https://www.aspenideas.org/sessions/med-school-the-science-of-cannabis

Top URLs in Tweet in G3:
[3] https://events.unfinished.com/episode-4?utm_campaign=UNFINISHED%20LIVE%20EVENTS&utm_source=facebook&utm_medium=social&utm_content=NowThis%20Facebook%20Ep%204
[1] http://www.unfinished.com?utm_campaign=UNFINISHED%20LIVE%20EVENTS&utm_source=twitter&utm_medium=social&utm_content=Juan%20Episode%204%20Promo
[1] https://www.pscp.tv/w/cqD1BzE4NzQ0MHwxT2RLclZkcE1CcUtYqSfJGfYAkXwIofj8GPu_mKffGslV5inGaicoxzmbVKs=
[1] https://twitter.com/aspenideas/status/1335641151857168386
[1] https://buff.ly/2JMtEJF
[1] https://twitter.com/XconsequencesTI/status/1335881483030970369
[1] https://www.youtube.com/watch?v=o74NFmMVZZ0&feature=youtu.be


Top URLs in Tweet in G4:
[2] https://twitter.com/aspenideas/status/1339306387906514946
[2] https://www.aspenideas.org/podcasts/building-public-confidence-in-covid-19-vaccines
[1] https://www.aspenideas.org/podcasts/how-meritocracys-luster-tarnishes-the-american-dream
[1] https://www.aspenideas.org/podcasts/beyond-good-intentions-facing-racism-in-america-head-on
[1] https://twitter.com/aspenideas/status/1335641151857168386
[1] https://www.aspenideas.org/articles/how-effective-are-the-vaccines-a-mount-sinai-expert-weighs-in

Top URLs in Tweet in G5:
[4] https://twitter.com/aspenideas/status/1334588717290332160

Top URLs in Tweet in G6:
[7] https://twitter.com/aspenideas/status/1334588717290332160

Top URLs in Tweet in G7:
[1] https://aspeninstitute.es/diaryevents/salud-global-y-liderazgo-valentin-fuster/

Top URLs in Tweet in G8:
[5] https://twitter.com/aspenideas/status/1334588717290332160
[1] https://twitter.com/aspenideas/status/1334976683871412225
[1] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[1] https://twitter.com/birsic/status/1337415171489361920
[1] https://www.aspenideas.org/sessions/evangelical-splaining
[1] https://www.aspenideas.org/sessions/how-to-be-an-antiracist?utm_source=google&utm_medium=adgrant&utm_campaign=Speakers&utm_term=ibram%20x.%20kendi&gclid=CjwKCAiAlNf-BRB_EiwA2osbxV5wxf3lQ_4uOwhx0iXE5tjKiPekvVlxMTxd7yxaI9TzZzvxRHyEMBoC7KsQAvD_BwE
[1] https://twitter.com/aspenideas/status/1339306387906514946

Top Domains
Top Domains in Tweet in Entire Graph:
[32] twitter.com
[29] aspenideas.org
[6] youtube.com
[6] unfinished.com
[4] aspenideashealth.org
[1] aspeninstitute.org
[1] bezosscholars.org
[1] aspentimes.com
[1] a17.io
[1] aspeninstitute.es

Top Domains in Tweet in G1:
[4] twitter.com
[1] aspenideas.org
[1] blogspot.com
[1] psychologytoday.com

Top Domains in Tweet in G2:
[20] aspenideas.org
[4] aspenideashealth.org
[4] youtube.com
[3] twitter.com
[2] unfinished.com
[1] aspeninstitute.org
[1] bezosscholars.org
[1] aspentimes.com
[1] katebowler.com
[1] moralmarkets.org

Top Domains in Tweet in G3:
[4] unfinished.com
[2] twitter.com
[1] pscp.tv
[1] buff.ly
[1] youtube.com

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

Top Domains in Tweet in G5:
[4] twitter.com

Top Domains in Tweet in G6:
[7] twitter.com

Top Domains in Tweet in G7:
[1] aspeninstitute.es

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] covid19
[14] aspenideas
[8] aspenideasnow
[7] covid
[5] unfinishedlive
[5] covidvaccine
[4] aspenideashealth
[2] bezosscholar
[2] wuhanvirus
[2] diversity



Top Hashtags in Tweet in G1:
[1] verysickpeople

Top Hashtags in Tweet in G2:
[8] aspenideas
[7] aspenideasnow
[5] covid
[4] aspenideashealth
[4] covidvaccine
[3] covid19
[2] unfinishedlive
[2] bezosscholar
[1] aspenideasshowup
[1] idpd

Top Hashtags in Tweet in G3:
[3] unfinishedlive
[1] immigration
[1] ideastakeflight

Top Hashtags in Tweet in G4:
[13] covid19
[2] covid
[1] covidvaccine
[1] aspenideasnow

Top Hashtags in Tweet in G6:
[2] diversity

Top Hashtags in Tweet in G7:
[6] aspenideas

Top Hashtags in Tweet in G10:
[2] wuhanvirus
[1] whycanti
[1] plandemic
[1] plannedextinction

Top Words
Top Words in Tweet in Entire Graph:
[204] aspenideas
[138] ericpliu
[137] aspencitizen
[55] questions
[50] baratunde
[44] nowthisnews
[42] people
[42] hosts
[36] white
[35] change

Top Words in Tweet in G1:
[125] ericpliu
[124] aspencitizen
[121] aspenideas
[24] white
[19] people
[13] whiteness
[11] waters
[11] wade
[10] race
[9] skin

Top Words in Tweet in G2:
[37] aspenideas
[15] vaccine
[14] people
[12] questions
[11] trust
[9] american
[9] health
[9] drrichbesser
[8] #aspenideas
[8] rwjf

Top Words in Tweet in G3:
[48] baratunde
[42] nowthisnews
[40] questions
[40] hosts
[35] lives
[26] change
[23] pm
[22] tonight
[22] big
[21] world

Top Words in Tweet in G4:
[27] drnancym_cdc
[17] work
[15] monscience
[14] vaccines
[13] recently
[13] spoke
[13] development
[13] #covid19
[13] federal
[13] state

Top Words in Tweet in G5:
[7] conceptualjames
[6] thought
[6] supposed
[6] board
[6] canoe
[6] equity
[6] wtf
[6] didnâ
[4] aspenideas
[4] aspencitizen

Top Words in Tweet in G6:
[12] looked
[12] water
[12] witnessed
[12] outstretched
[12] hand
[12] wanting
[12] borrow
[12] dollar
[11] harmlessyarddog
[5] white

Top Words in Tweet in G7:
[6] celebramos
[6] nuevo
[6] #aspenideas
[4] próximo
[4] miércoles
[4] ethical
[4] responsible
[4] behaviors
[4] digital
[4] tech

Top Words in Tweet in G8:
[2] people
[2] trying
[2] less
[2] black
[2] guess
[2] south
[2] learning
[2] know

Top Words in Tweet in G9:
[5] aspenideas
[5] prudential
[5] reimagining
[5] office
[5] experience
[5] covid
[5] rob
[5] falzon
[5] discusses
[5] heatherlandy

Top Words in Tweet in G10:
[3] chanzuckerberg
[3] iamalsorg
[3] bsw5020
[3] cziscience
[3] aspenideas
[2] #wuhanvirus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[130] aspencitizen,ericpliu
[130] aspenideas,aspencitizen
[41] baratunde,hosts
[21] see,id
[21] id,fatal
[21] fatal,whether
[21] whether,big
[21] big,small
[21] small,asking
[21] asking,questions

Top Word Pairs in Tweet in G1:
[121] aspencitizen,ericpliu
[120] aspenideas,aspencitizen
[8] white,people
[8] skin,color
[7] waters,whiteness
[6] wade,waters
[6] color,skin
[4] better,shying
[4] shying,away
[4] away,arguments

Top Word Pairs in Tweet in G2:
[8] drrichbesser,rwjf
[7] being,transparent
[7] transparent,vaccine
[7] vaccine,process
[7] process,redeem
[7] redeem,trust
[7] trust,american
[7] american,people
[5] #aspenideas,go
[5] health,care

Top Word Pairs in Tweet in G3:
[40] baratunde,hosts
[21] see,id
[21] id,fatal
[21] fatal,whether
[21] whether,big
[21] big,small
[21] small,asking
[21] asking,questions
[21] questions,drastically
[21] drastically,change

Top Word Pairs in Tweet in G4:
[13] drnancym_cdc,recently
[13] recently,spoke
[13] spoke,monscience
[13] monscience,development
[13] development,#covid19
[13] #covid19,vaccines
[13] vaccines,work
[13] work,federal
[13] federal,state
[12] drnancym_cdc,drnancym_cdc

Top Word Pairs in Tweet in G5:
[6] thought,supposed
[6] supposed,board
[6] board,canoe
[6] canoe,equity
[6] equity,wtf
[5] conceptualjames,thought
[4] aspenideas,aspencitizen
[4] aspencitizen,ericpliu
[4] peopleâ,race
[3] didnâ,hyper

Top Word Pairs in Tweet in G6:
[12] looked,water
[12] water,witnessed
[12] witnessed,outstretched
[12] outstretched,hand
[12] hand,wanting
[12] wanting,borrow
[12] borrow,dollar
[11] harmlessyarddog,looked
[5] white,people
[2] things,non

Top Word Pairs in Tweet in G7:
[6] celebramos,nuevo
[6] nuevo,#aspenideas
[4] próximo,miércoles
[4] miércoles,celebramos
[4] #aspenideas,ethical
[4] ethical,responsible
[4] responsible,behaviors
[4] behaviors,digital
[4] digital,tech
[4] tech,william

Top Word Pairs in Tweet in G9:
[5] aspenideas,prudential
[5] prudential,reimagining
[5] reimagining,office
[5] office,experience
[5] experience,covid
[5] covid,rob
[5] rob,falzon
[5] falzon,discusses
[5] discusses,heatherlandy
[5] heatherlandy,quartz

Top Word Pairs in Tweet in G10:
[3] chanzuckerberg,iamalsorg
[3] iamalsorg,bsw5020
[3] bsw5020,cziscience
[3] cziscience,aspenideas

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@nowthisnews
@juansaaa
@mflombone
@jaiz_23
@jennyboylan
@fakedansavage
@aspeninstitute
@drnancym_cdc
@aspencitizen

Top Replied-To in G1:
@aspenideas
@mflombone
@jaiz_23
@aspencitizen
@evropeanman1683
@karlpea40674206
@catfishfishy
@waitwhatweird
@realjimrussell

Top Replied-To in G2:
@aspenideas
@drnancym_cdc
@simplyzinhle
@juansaaa
@paypalnews
@aspen_iap
@schaffer_cliff

Top Replied-To in G3:
@nowthisnews
@aspenideas
@juansaaa
@thisisunfinishd
@meganmylan
@atarosolomon
@marco_is_mad

Top Replied-To in G4:
@aspeninstitute
@drnancym_cdc

Top Replied-To in G5:
@aspenideas
@lizak06129048

Top Replied-To in G6:
@aspenideas

Top Replied-To in G10:
@cornue
@chanzuckerberg
@writeo

Top Mentioned
Top Mentioned in Entire Graph:
@ericpliu
@aspencitizen
@aspenideas
@baratunde
@nowthisnews
@monscience
@thisisunfinishd
@drnancym_cdc
@springsteen
@aliciagarza

Top Mentioned in G1:
@ericpliu
@aspencitizen
@aspenideas
@facinghistory
@rogerbrooksfh
@allstate
@aspeninstitute
@waitwhatweird
@linuxhippie

Top Mentioned in G2:
@aspenideas
@rwjf
@drrichbesser
@monscience
@drnancym_cdc
@paypal
@nidanews
@thisisunfinishd
@cdcgov
@prudential

Top Mentioned in G3:
@baratunde
@nowthisnews
@thisisunfinishd
@aspenideas
@springsteen
@aliciagarza
@thisis
@huobrist
@meganmylan
@aspeninstitute

Top Mentioned in G4:
@monscience
@drnancym_cdc
@aspeninstitute
@aspenideas
@harvard
@danporterfield
@ericpliu
@aspencitizen
@cdcgov
@florian_krammer

Top Mentioned in G5:
@conceptualjames
@aspencitizen
@ericpliu
@aspenideas
@holyhaole
@colorblindk1d

Top Mentioned in G6:
@harmlessyarddog
@aspencitizen
@ericpliu

Top Mentioned in G7:
@aspenspain
@cnic_cardio
@mountsinainyc
@wpwrs
@max_planck_chm
@christophsteck
@telefonica
@namoedo
@mediasmartio
@cn

Top Mentioned in G9:
@aspenideas
@prudential
@heatherlandy
@quartz

Top Mentioned in G10:
@iamalsorg
@bsw5020
@cziscience
@aspenideas
@chanzuckerberg
@cascadia

Top Tweeters
Top Tweeters in Entire Graph:
@copyofone
@lizditz
@sallyagale
@shitian321136
@suliajenifa
@fotopak
@ladyinlksd
@suelouises
@mamamac_
@drspockets

Top Tweeters in G1:
@suliajenifa
@luismen1991
@sf_andreas
@hoping4agirl
@vgman94
@gdx1776
@sloughdespond
@hellcat_lady
@allstate
@logicrulesreaso

Top Tweeters in G2:
@sallyagale
@richard_florida
@ingeniouschi
@carlosmorenofr
@theaspentimes
@healthpolicybot
@questfortruth10
@1a
@_joodlehead
@nxthompson

Top Tweeters in G3:
@shitian321136
@ladyinlksd
@drspockets
@susankheflin
@nowthisnews
@juansaaa
@xconsequencesti
@joelakamag
@2concussions
@tempotemptress

Top Tweeters in G4:
@lizditz
@suelouises
@hauntedpixie1
@hmmbee
@harvard
@mountsinainyc
@aspeninstitute
@jaycee86137684
@cdcgov
@monscience

Top Tweeters in G5:
@copyofone
@mamamac_
@colorblindk1d
@andcallmejackal
@conceptualjames
@stlwell2
@cjsd35
@lizak06129048
@studio3141
@holyhaole

Top Tweeters in G6:
@fotopak
@harmlessyarddog
@capt__eric
@wrbtweentstates
@longcole
@mimi4mi
@drunkkobold
@fight_progress
@mcbricko
@kykrieger

Top Tweeters in G7:
@cn
@telefonica
@cnic_cardio
@wpwrs
@aspenspain
@mediasmartio
@joseareilza
@christophsteck
@max_planck_chm
@namoedo

Top Tweeters in G8:
@eyemagistus
@cosmicd
@proteinwisdom
@dank_h2o
@kevinsabet
@robleathern
@most_vaunted
@siraaron_
@tawnawebber
@co4pe

Top Tweeters in G9:
@stoffregenprupr
@kalamarides
@heatherlandy
@prudential
@prudentialnews
@jimbeamesderfer
@bradfordhearn
@quartz

Top Tweeters in G10:
@cascadia
@writeo
@pulltheshade3
@cornue
@bsw5020
@cziscience
@chanzuckerberg
@iamalsorg


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