aspenideas, Twitter, 8/6/2020 9:49:01 PM, 232034


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aspenideas_2020-08-06_09-52-01.xlsx
aspenideas_2020-08-06_09-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
aspenideas via NodeXL https://bit.ly/2PsCnjV
@aspenideas
@aspennewvoices
@ksprior
@davidafrench
@aspeninstitute
@curemark
@tillywilly19
@newblackman
@brittfpark
@ninhilista

Top hashtags:
#aspenideas
#aspenideasnow
#aspenideashealth
#covid19
#podcast
#blacklivesmatter

Description:
Description
The graph represents a network of 263 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, 06 August 2020 at 16:52 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 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, 19-minute period from Thursday, 23 July 2020 at 00:15 UTC to Wednesday, 05 August 2020 at 21:34 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 : 263
Unique Edges : 417
Edges With Duplicates : 372
Total Edges : 789
Number of Edge Types : 5
Replies to : 66
Mentions : 328
Retweet : 116
MentionsInRetweet : 250
Tweet : 29
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0.0441458733205374
Reciprocated Edge Ratio : 0.0845588235294118
Connected Components : 22
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 236
Maximum Edges in a Connected Component : 764
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.432741
Graph Density : 0.00789481322381215
Modularity : 0.413056
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 263 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, 06 August 2020 at 16:52 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 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, 19-minute period from Thursday, 23 July 2020 at 00:15 UTC to Wednesday, 05 August 2020 at 21:34 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:
[13] https://newvoicesfellows.aspeninstitute.org/new-voices-senior-fellow-dr-tlaleng-mofokeng-appointed-as-un-special-rapporteur-for-health/
[10] https://aspenideas.org/articles/are-evangelicals-actually-conservative
[5] https://www.aspeninstitute.org/programs/aspen-ideas-now/
[4] https://www.aspenideas.org/podcasts/george-will-on-modern-american-conservatism
[4] https://www.aspenideas.org/podcasts/what-will-motivate-voters-in-2020
[4] https://www.aspenideas.org/collections/a-tribute-to-john-lewis
[3] https://www.aspenideas.org/sessions/fighting-the-covid-19-pandemic-a-conversation-with-anthony-fauci/
[3] https://www.aspenideas.org/podcasts/the-role-of-art-in-an-uncertain-world
[3] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[3] https://www.aspenideas.org/articles/resources-to-combat-structural-racism-in-america

Top URLs in Tweet in G1:
[4] https://www.aspenideas.org/podcasts/george-will-on-modern-american-conservatism
[4] https://www.aspeninstitute.org/programs/aspen-ideas-now/
[4] https://www.aspenideas.org/collections/a-tribute-to-john-lewis
[4] https://aspenideas.org/articles/are-evangelicals-actually-conservative
[4] https://www.aspenideas.org/podcasts/what-will-motivate-voters-in-2020
[3] https://www.aspenideas.org/podcasts/the-role-of-art-in-an-uncertain-world
[2] https://www.aspenideas.org/articles/resources-to-combat-structural-racism-in-america
[2] https://www.aspenideas.org/sessions/a-special-performance-from-jon-batiste
[2] https://www.aspenideas.org/articles/what-does-a-new-brand-of-conservatism-look-like
[2] https://www.eventbrite.com/e/keeling-curve-prize-awards-ceremony-tickets-113830383742

Top URLs in Tweet in G2:
[3] https://aspenideas.org/articles/are-evangelicals-actually-conservative
[1] https://www.salon.com/2014/12/24/my_horrible_right_wing_past_confessions_of_a_one_time_religious_right_icon/
[1] https://chapter16.org/gods-will/
[1] https://twitter.com/aspenideas/status/1288943448842625024

Top URLs in Tweet in G3:
[2] https://www.aspenideas.org/sessions/fighting-the-covid-19-pandemic-a-conversation-with-anthony-fauci/
[2] https://aspenideas.org/attend/festival
[2] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[1] https://www.aspenideas.org/podcasts/a-candid-conversation-with-john-r-lewis
[1] https://www.aspeninstitute.org/programs/aspen-ideas-now/
[1] https://www.aspeninstitute.org/videos/are-evangelicals-actually-conservative/
[1] https://www.aspenideas.org/attend/festival
[1] https://www.aspenideas.org/collections/a-tribute-to-john-lewis?fbrefresh=1595632358

Top URLs in Tweet in G4:
[1] https://aspeninst.zoom.us/webinar/register/WN_k33punI4TAmv-lDsb9ibVw
[1] https://www.nytimes.com/2020/07/30/opinion/john-lewis-civil-rights-america.html

Top URLs in Tweet in G5:
[1] https://www.aspenideas.org/sessions/how-to-be-an-antiracist
[1] https://twitter.com/aspenideas/status/1279143877157490689
[1] https://www.aspenideas.org/sessions/can-political-innovation-break-partisan-gridlock-and-save-our-democracy
[1] https://twitter.com/aspenideas/status/1286695637489201157
[1] https://www.aspenideas.org/sessions/has-modern-feminism-failed-us?fbrefresh=1595639470
[1] https://twitter.com/aspenideas/status/1286734360540921857
[1] https://twitter.com/aspenideas/status/1287628786356432896
[1] https://twitter.com/aspenideas/status/1287857291786694658
[1] https://www.aspenideas.org/podcasts/digital-access-the-haves-and-have-nots?es_sh=739fb55691ff33afe32d1078ace63ccd&es_ad=6034
[1] https://twitter.com/aspenideas/status/1288127573252173824

Top URLs in Tweet in G6:
[13] https://newvoicesfellows.aspeninstitute.org/new-voices-senior-fellow-dr-tlaleng-mofokeng-appointed-as-un-special-rapporteur-for-health/

Top URLs in Tweet in G7:
[1] https://link.medium.com/DNv4vjHSa8

Top URLs in Tweet in G9:
[2] https://twitter.com/NewBlackMan/status/1287486314535882752
[1] https://www.aspenideas.org/articles/resources-to-combat-structural-racism-in-america
[1] https://www.newblackmaninexile.net/2016/07/black-cultural-workers-on-gatekeeping.html

Top URLs in Tweet in G10:
[1] https://www.aspenideas.org/sessions/has-modern-feminism-failed-us

Top Domains
Top Domains in Tweet in Entire Graph:
[69] aspenideas.org
[22] aspeninstitute.org
[15] twitter.com
[2] zoom.us
[2] eventbrite.com
[2] youtube.com
[1] theatlantic.com
[1] globalwarmingmitigationproject.org
[1] bit.ly
[1] salon.com

Top Domains in Tweet in G1:
[41] aspenideas.org
[7] aspeninstitute.org
[2] youtube.com
[2] eventbrite.com
[2] twitter.com
[1] bit.ly
[1] zoom.us
[1] globalwarmingmitigationproject.org
[1] theatlantic.com

Top Domains in Tweet in G2:
[3] aspenideas.org
[1] salon.com
[1] chapter16.org
[1] twitter.com

Top Domains in Tweet in G3:
[9] aspenideas.org
[2] aspeninstitute.org

Top Domains in Tweet in G4:
[1] zoom.us
[1] nytimes.com

Top Domains in Tweet in G5:
[11] aspenideas.org
[10] twitter.com

Top Domains in Tweet in G6:
[13] aspeninstitute.org

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

Top Domains in Tweet in G9:
[2] twitter.com
[1] aspenideas.org
[1] newblackmaninexile.net

Top Domains in Tweet in G10:
[1] aspenideas.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] aspenideas
[17] aspenideasnow
[10] aspenideashealth
[8] covid19
[7] podcast
[5] blacklivesmatter
[3] kcp2020
[2] evangelical
[2] 2020election
[2] scotus



Top Hashtags in Tweet in G1:
[33] aspenideas
[16] aspenideasnow
[7] podcast
[3] kcp2020
[2] blacklivesmatter
[2] aspenideashealth
[2] scotus
[2] covid19
[2] 2020election
[1] climatesolutions

Top Hashtags in Tweet in G3:
[14] aspenideas
[5] covid19
[2] healthcare
[1] aspenideasnow
[1] evangelical

Top Hashtags in Tweet in G4:
[8] aspenideashealth
[1] aspenideas

Top Hashtags in Tweet in G5:
[1] books
[1] video
[1] aging
[1] culture
[1] evangelicals
[1] conservative
[1] sotu
[1] insanitybingo
[1] covid19

Top Hashtags in Tweet in G6:
[1] aspenideas

Top Hashtags in Tweet in G7:
[2] racialequality
[2] blacklivesmatter

Top Hashtags in Tweet in G9:
[1] aspenideas
[1] blacklivesmatter

Top Words
Top Words in Tweet in Entire Graph:
[156] aspenideas
[80] ksprior
[75] davidafrench
[51] #aspenideas
[33] conservatism
[30] world
[29] time
[28] conversation
[28] watch
[28] future

Top Words in Tweet in G1:
[48] aspenideas
[33] #aspenideas
[24] social
[19] conservatism
[18] world
[16] #aspenideasnow
[16] watch
[15] artists
[15] hawleymo
[15] period

Top Words in Tweet in G2:
[69] davidafrench
[69] ksprior
[58] aspenideas
[22] nancyafrench
[20] future
[16] evangelical
[15] time
[15] look
[14] conservatism
[13] great

Top Words in Tweet in G3:
[23] aspenideas
[16] pandemic
[14] #aspenideas
[12] kaifulee
[11] ai
[11] aspeninstitute
[10] conversation
[9] role
[9] world
[9] shares

Top Words in Tweet in G4:
[18] aspenideas
[9] aspeninnovators
[9] familyubuntu
[8] katiedrasser
[8] iamn0tthe1
[8] aspeninstitute
[8] miabirdsong
[8] book
[8] vvchambers
[8] #aspenideashealth

Top Words in Tweet in G5:
[4] aspen
[4] ideas
[3] free
[3] work
[3] actually
[3] really
[2] event
[2] politics
[2] political
[2] think

Top Words in Tweet in G6:
[14] drtlaleng
[13] aspennewvoices
[13] voices
[13] congratulates
[13] appointment
[13] special
[13] rapporteur
[13] health
[2] aspeninnovators
[2] aspeninstitute

Top Words in Tweet in G7:
[2] curemarkceo
[2] written
[2] awesome
[2] article
[2] starting
[2] line
[2] #racialequality
[2] springboardent
[2] #blacklivesmatter

Top Words in Tweet in G8:
[2] many

Top Words in Tweet in G9:
[10] cultural
[6] gatekeeping
[5] america
[4] aspenideas
[4] black
[4] workers
[4] power
[4] structure
[4] thelma
[4] golden

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] davidafrench,ksprior
[22] ksprior,aspenideas
[18] davidafrench,aspenideas
[18] ksprior,davidafrench
[16] future,evangelical
[15] evangelical,conservatism
[14] great,time
[14] time,chatting
[14] chatting,friend
[14] friend,ksprior

Top Word Pairs in Tweet in G1:
[9] artists,using
[9] using,craft
[9] craft,push
[9] push,country
[9] country,forward
[9] forward,critical
[9] critical,moment
[9] oskar,eustis
[9] hawleymo,talks
[8] #aspenideas,go

Top Word Pairs in Tweet in G2:
[22] ksprior,aspenideas
[21] davidafrench,ksprior
[18] davidafrench,aspenideas
[17] ksprior,davidafrench
[14] future,evangelical
[14] evangelical,conservatism
[13] great,time
[13] time,chatting
[13] chatting,friend
[13] friend,ksprior

Top Word Pairs in Tweet in G3:
[9] aspenideas,role
[9] role,ai
[9] ai,pandemic
[9] pandemic,world
[9] world,kaifulee
[9] kaifulee,shares
[9] shares,thoughts
[9] thoughts,#aspenideas
[9] #aspenideas,watch
[9] watch,conversation

Top Word Pairs in Tweet in G4:
[8] katiedrasser,aspeninnovators
[8] familyubuntu,aspeninstitute
[8] aspeninstitute,aspenideas
[7] aspeninnovators,iamn0tthe1
[7] iamn0tthe1,familyubuntu
[7] imma,chop
[7] chop,book
[7] book,show
[7] show,vvchambers
[7] vvchambers,aspenideas

Top Word Pairs in Tweet in G5:
[4] aspen,ideas
[2] evangelicals,actually
[2] actually,conservative
[2] conservative,aspen

Top Word Pairs in Tweet in G6:
[13] voices,congratulates
[13] congratulates,drtlaleng
[13] drtlaleng,appointment
[13] appointment,special
[13] special,rapporteur
[13] rapporteur,health
[12] aspennewvoices,voices
[2] aspeninnovators,aspeninstitute
[2] aspeninstitute,aspenideas

Top Word Pairs in Tweet in G7:
[2] curemarkceo,written
[2] written,awesome
[2] awesome,article
[2] article,starting
[2] starting,line
[2] line,#racialequality
[2] #racialequality,springboardent
[2] springboardent,#blacklivesmatter

Top Word Pairs in Tweet in G9:
[4] black,cultural
[4] cultural,workers
[4] workers,gatekeeping
[4] gatekeeping,america
[4] america,cultural
[4] cultural,power
[4] power,structure
[4] structure,thelma
[4] thelma,golden
[4] golden,chris

Top Replied-To
Top Replied-To in Entire Graph:
@davidafrench
@aspenideas
@nancyafrench
@katiedrasser
@reneefleming
@nope70334590
@kteforreal
@shallit43
@theotherannie
@scwren

Top Replied-To in G1:
@aspenideas
@reneefleming

Top Replied-To in G2:
@davidafrench
@nancyafrench
@aspenideas
@shallit43
@theotherannie
@kteforreal
@scwren
@future_fiona
@ruggles_dave
@keith_martin83

Top Replied-To in G4:
@katiedrasser

Top Replied-To in G6:
@aspennewvoices

Top Replied-To in G8:
@aspenideas

Top Replied-To in G10:
@nope70334590

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@ksprior
@davidafrench
@aspeninstitute
@hawleymo
@kaifulee
@drtlaleng
@aspeninnovators
@aspennewvoices
@as

Top Mentioned in G1:
@aspenideas
@hawleymo
@georgewill
@ksprior
@bdomenech
@annadeaveres
@susanpage
@davidafrench
@jonbatiste

Top Mentioned in G2:
@ksprior
@aspenideas
@davidafrench
@nancyafrench
@scwren
@mbird12
@chadfelixg
@phil_smoke
@daviddark
@jkawakening

Top Mentioned in G3:
@aspenideas
@kaifulee
@aspeninstitute
@nxthompson
@demar_derozan
@elizcohencnn
@wired
@gwenifill
@annadeaveres
@jonbatiste

Top Mentioned in G4:
@aspenideas
@aspeninnovators
@familyubuntu
@iamn0tthe1
@aspeninstitute
@miabirdsong
@vvchambers
@danporterfield

Top Mentioned in G6:
@drtlaleng
@aspennewvoices
@as
@aspeninnovators
@aspeninstitute
@aspenideas

Top Mentioned in G7:
@curemarkceo
@springboardent
@curemark
@k_jeanpierre
@drbiden
@joyannreid
@aspeninstitute
@aspenideas

Top Mentioned in G8:
@nickpozek
@center4native
@aspenlatinos
@aspencitizen

Top Mentioned in G9:
@aspenideas
@newblackman
@creativereframe

Top Mentioned in G10:
@olivermcburning
@youubdj

Top Tweeters
Top Tweeters in Entire Graph:
@padakitty
@nytimes
@rebeccaswh
@dropoutnation
@mrskota
@joan_mg
@nbcnews
@bamastephen
@joshpainter2154
@circlereader

Top Tweeters in G1:
@nytimes
@rebeccaswh
@theatlantic
@dianavalerie
@pubhistorian
@kimpiper1
@jeremy_danner
@sandbar17
@publichealthmap
@bdomenech

Top Tweeters in G2:
@bamastephen
@joshpainter2154
@circlereader
@daviddark
@chadfelixg
@melindavinman
@ksprior
@jazzwoman1992
@bobsmietana
@satiricusrex

Top Tweeters in G3:
@dropoutnation
@virboy21
@cathcoste
@wired
@hernangraffe
@deepindex
@ninhilista
@spurs
@davidmathione
@monarchnursery

Top Tweeters in G4:
@padakitty
@chibisandino
@mindofandre
@iamn0tthe1
@kittensnotkids
@nursepatmacrn
@ub14
@drlenag
@danporterfield
@vvchambers

Top Tweeters in G5:
@micki_t
@jamesmckissic
@snapjudge
@n2moreperfectu1
@drsimpsonhsr
@2patra
@yessmiss
@pattillmanfnd
@farinaatdell
@wimabean2

Top Tweeters in G6:
@mrskota
@joan_mg
@drtlaleng
@esihlel
@naijaflyingdr
@ekemma
@lindlind_z
@lasterbosire
@sweettido
@rene_sparks

Top Tweeters in G7:
@joyannreid
@k_jeanpierre
@springboardent
@curemarkceo
@drbiden
@curemark

Top Tweeters in G8:
@center4native
@tillywilly19
@aspenlatinos
@aspencitizen
@nickpozek

Top Tweeters in G9:
@harlemgirl59
@newblackman
@atsmithjr
@ikejackson
@creativereframe

Top Tweeters in G10:
@youubdj
@akhyfds
@olivermcburning
@nope70334590