aspenideas, Twitter, 9/19/2019 10:30:46 PM, 210339


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aspenideas_2019-09-19_15-27-45.xlsx
aspenideas_2019-09-19_15-27-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2019
Short Description:
aspenideas via NodeXL http://bit.ly/31wDlzX
@aspenideas
@robathon16
@geochemoz
@aspeninstitute
@sirabegao
@wendykopp
@michaelgervais
@stevensinit
@aspenfsp
@thesoulcab

Top hashtags:
#aspenideas
#worldsuicidepreventionday
#aspenideashealth
#realitywinner

Description:
Description
The graph represents a network of 397 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, 19 September 2019 at 22:27 UTC.

The requested start date was Thursday, 19 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 24-minute period from Thursday, 05 September 2019 at 00:48 UTC to Wednesday, 18 September 2019 at 23:12 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 : 397
Unique Edges : 595
Edges With Duplicates : 248
Total Edges : 843
Number of Edge Types : 3
Mentions : 781
Tweet : 30
Replies to : 32
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0.0655226209048362
Reciprocated Edge Ratio : 0.12298682284041
Connected Components : 19
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 359
Maximum Edges in a Connected Component : 805
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.701708
Graph Density : 0.00434445207744956
Modularity : 0.570432
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://twitter.com/aspenideas/status/1170738315038842882
[3] https://www.aspenideas.org/sessions/a-path-forward-on-economic-policy
[3] https://twitter.com/aspenideas/status/1171860459261243392
[3] https://www.aspenideas.org/sessions/thinking-machines-and-the-future-of-humanity
[3] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[3] https://www.aspenideas.org/podcasts/how-valerie-jarrett-overcame-race-gender-barriers-on-her-way-to-the-west-wing
[2] https://www.aspenideas.org/sessions/are-we-headed-for-war-with-iran
[2] https://www.aspenideas.org/sessions/forging-an-american-immigration-policy-for-the-21st-century
[2] https://www.aspenideas.org/sessions/springtime-for-strongmen
[2] https://www.aspenideas.org/sessions/food-elixir-of-life

Top URLs in Tweet in G1:
[3] https://www.aspenideas.org/sessions/a-path-forward-on-economic-policy
[2] https://www.aspenideas.org/sessions/cbd-hype-or-hope
[2] https://www.aspenideas.org/sessions/a-conversation-with-mark-zuckerberg
[2] https://www.aspenideas.org/sessions/is-diplomacy-dead
[2] https://www.aspenideas.org/sessions/when-is-big-just-too-big
[2] https://www.aspenideas.org/podcasts/how-valerie-jarrett-overcame-race-gender-barriers-on-her-way-to-the-west-wing
[2] https://www.aspenideas.org/sessions/conservatism-under-threat
[2] https://www.aspenideas.org/podcasts/whats-facebook-doing-to-protect-elections
[2] https://www.aspenideas.org/sessions/are-we-headed-for-war-with-iran
[2] https://www.aspenideas.org/sessions/not-your-parents-party-how-gens-x-y-and-z-will-shake-up-our-politics

Top URLs in Tweet in G2:
[2] https://www.project-syndicate.org/commentary/new-sdg-dampen-population-growth-by-frank-gotmark-and-robin-maynard-2019-09
[1] https://www.aspeninstitute.org/blog-posts/population-challenge/
[1] https://www.youtube.com/watch?v=e989lPIQpsc&feature=youtu.be&t=5558&fbclid=IwAR1M9mTk8ReGfu2Ot1tkrKIAGo7trubPw6rbOksX-srBDAWRifi718tjPLA


Top URLs in Tweet in G3:
[2] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[2] https://www.aspenideas.org/sessions/suicide-touches-all-of-us-what-can-we-do-about-it?fbclid=IwAR139SowQQ2rgYKpDLqMXqsEujEcQkzWfGQ-L-7stiuRTb0D188rweTqau0
[1] https://www.aspeninstitute.org/blog-posts/on-being-a-woman-in-the-world-of-sports/
[1] https://www.aspenideas.org/sessions/suicide-touches-all-of-us-what-can-we-do-about-it
[1] https://www.aspenideas.org/sessions/preventing-the-next-gun-tragedy-the-work-of-sandy-hook-promise
[1] https://www.concealedcarry.com/news/armed-citizens-are-successful-95-of-the-time-at-active-shooter-events-fbi/

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=9E9PmD19l_M&feature=youtu.be

[1] https://www.youtube.com/watch?v=KlmkLXD9ipU&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://www.washingtonpost.com/politics/documents-shed-light-on-russian-hacking-of-democratic-party-leaders/2019/03/14/dd00ad68-4694-11e9-8aab-95b8d80a1e4f_story.html

Top URLs in Tweet in G7:
[8] https://twitter.com/aspenideas/status/1170738315038842882

Top URLs in Tweet in G8:
[2] https://twitter.com/aspenideas/status/1170738315038842882
[1] https://www.aspenideas.org/podcasts/how-valerie-jarrett-overcame-race-gender-barriers-on-her-way-to-the-west-wing
[1] https://twitter.com/aspenideas/status/1169290525322559488
[1] https://www.aspenideas.org/articles/mental-health-is-getting-the-psychedelic-treatment
[1] https://www.aspenideas.org/sessions/how-to-be-an-antiracist
[1] https://twitter.com/aspenideas/status/1171460071038967808
[1] https://www.aspenideas.org/sessions/deep-dive-the-opioid-tsunami?gclid=CjwKCAjwtuLrBRAlEiwAPVcZBkANarUZLs7oY6oZWoORK35hQcl5riWuWbFoHU_n-g1V7f9LXm114RoCHEwQAvD_BwE
[1] https://twitter.com/aspenideas/status/1172899052930981888

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=F2wn7e4vQxw&feature=youtu.be

[1] https://www.aspenideas.org/sessions/virtual-exchange-building-empathy-and-human-connection-through-digital-story-telling

Top Domains
Top Domains in Tweet in Entire Graph:
[90] aspenideas.org
[24] twitter.com
[9] youtube.com
[2] aspeninstitute.org
[2] project-syndicate.org
[1] haspenideas.org
[1] apple.com
[1] npr.org
[1] concealedcarry.com
[1] youtu.be

Top Domains in Tweet in G1:
[70] aspenideas.org
[3] twitter.com
[2] youtube.com
[1] haspenideas.org
[1] apple.com
[1] npr.org
[1] facebook.com

Top Domains in Tweet in G2:
[2] project-syndicate.org
[1] aspeninstitute.org
[1] youtube.com

Top Domains in Tweet in G3:
[6] aspenideas.org
[1] aspeninstitute.org
[1] concealedcarry.com

Top Domains in Tweet in G5:
[2] youtube.com

Top Domains in Tweet in G6:
[1] washingtonpost.com

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

Top Domains in Tweet in G8:
[5] twitter.com
[4] aspenideas.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[65] aspenideas
[14] worldsuicidepreventionday
[8] aspenideashealth
[7] realitywinner
[6] nationalreadabookday
[3] ascendfellows
[2] genz
[2] edchat
[2] privacy
[2] population



Top Hashtags in Tweet in G1:
[45] aspenideas
[6] aspenideashealth
[5] nationalreadabookday
[2] worldsuicidepreventionday
[2] genz
[2] edchat
[1] podcast
[1] globalclimatestrike
[1] parkland
[1] gdpr

Top Hashtags in Tweet in G2:
[2] population

Top Hashtags in Tweet in G3:
[11] worldsuicidepreventionday
[5] aspenideas
[1] nationalreadabookday
[1] aspenideashealth

Top Hashtags in Tweet in G6:
[7] realitywinner
[1] ffs
[1] freerealitywinner

Top Hashtags in Tweet in G8:
[1] antiracism
[1] racismdata
[1] worldsuicidepreventionday
[1] wakeup
[1] vaccines

Top Hashtags in Tweet in G10:
[6] aspenideas
[2] worldclassconnection

Top Words
Top Words in Tweet in Entire Graph:
[284] Words in Sentiment List#1: Positive
[230] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8260] Non-categorized Words
[8774] Total Words
[191] aspenideas
[65] #aspenideas
[62] s
[36] change
[33] way

Top Words in Tweet in G1:
[118] aspenideas
[45] #aspenideas
[45] s
[32] change
[28] way
[24] trainable
[24] skill
[21] t
[21] value
[17] need

Top Words in Tweet in G2:
[8] rewilding
[7] ecoyenta
[7] tomsteyer
[5] natureneedshalf
[5] aspenideas
[5] kittyboone
[5] eowilsonfndtn
[5] wysscampaign
[5] earthalliance
[5] nature38610692

Top Words in Tweet in G3:
[22] aspenideas
[20] suicide
[17] nicole_carroll
[16] lauraftrujillo
[15] summer
[13] aspeninstitute
[12] cmoutiermd
[11] #worldsuicidepreventionday
[10] justprevention
[10] prevention

Top Words in Tweet in G4:
[3] techbizgurl
[3] drtlimaneves
[3] anuliwashere
[3] tyronitabell
[3] deena_mckay
[3] thefranchiise
[3] emanvsg
[3] aspenideas
[3] rabiasquared
[2] vanessalflowers

Top Words in Tweet in G5:
[7] social
[7] last
[7] year's
[7] aspenideas
[6] moonalice
[5] iq2us
[5] great
[5] question
[5] media
[5] affect

Top Words in Tweet in G6:
[9] aspenideas
[8] costareports
[8] washingtonpost
[7] rickhasen
[7] tell
[7] #realitywinner
[7] serving
[7] five
[7] years
[7] prison

Top Words in Tweet in G7:
[9] michaelgervais
[3] yes

Top Words in Tweet in G8:
[3] health
[2] aspen
[2] ideas
[2] become
[2] make
[2] training
[2] one
[2] pharma

Top Words in Tweet in G9:
[3] aspenideas
[2] valeriejarrett
[2] capehartj

Top Words in Tweet in G10:
[6] #aspenideas
[6] maktweeter
[6] moderated
[5] digital
[5] storytelling
[5] empathy
[5] building
[4] 2019
[4] discussion
[4] leads

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] trainable,skill
[16] unless,rethink
[16] rethink,purpose
[16] purpose,context
[16] context,collective
[16] collective,value
[16] value,creation
[16] creation,s
[16] s,going
[16] going,impossible

Top Word Pairs in Tweet in G1:
[24] trainable,skill
[15] unless,rethink
[15] rethink,purpose
[15] purpose,context
[15] context,collective
[15] collective,value
[15] value,creation
[15] creation,s
[15] s,going
[15] going,impossible

Top Word Pairs in Tweet in G2:
[5] aspenideas,kittyboone
[5] nature38610692,garywockner
[5] garywockner,havingkids
[5] havingkids,ecoyenta
[5] ecoyenta,rewilding
[5] rewilding,numbersusa
[5] numbersusa,berniesanders
[5] berniesanders,ewarren
[5] ewarren,tulsigabbard
[5] tulsigabbard,tomsteyer

Top Word Pairs in Tweet in G3:
[13] aspenideas,suicide
[10] suicide,prevention
[9] summer,hosted
[9] hosted,panel
[9] panel,aspenideas
[9] prevention,w
[9] w,lauraftrujillo
[9] lauraftrujillo,speaking
[9] speaking,mom
[8] agnes,mckeen

Top Word Pairs in Tweet in G4:
[3] techbizgurl,drtlimaneves
[3] drtlimaneves,anuliwashere
[3] anuliwashere,tyronitabell
[3] tyronitabell,deena_mckay
[3] deena_mckay,thefranchiise
[3] thefranchiise,emanvsg
[2] vanessalflowers,techbizgurl
[2] emanvsg,aspenideas
[2] aspenideas,rabiasquared

Top Word Pairs in Tweet in G5:
[7] last,year's
[7] year's,aspenideas
[5] great,question
[5] question,last
[5] aspenideas,social
[5] social,media
[5] media,affect
[5] affect,voter
[5] voter,participation
[5] participation,moonalice

Top Word Pairs in Tweet in G6:
[7] costareports,rickhasen
[7] rickhasen,aspenideas
[7] aspenideas,washingtonpost
[7] washingtonpost,tell
[7] tell,#realitywinner
[7] #realitywinner,serving
[7] serving,five
[7] five,years
[7] years,prison
[6] jennycohn1,costareports

Top Word Pairs in Tweet in G7:
[2] yes,yes

Top Word Pairs in Tweet in G8:
[2] aspen,ideas

Top Word Pairs in Tweet in G9:
[2] aspenideas,valeriejarrett
[2] valeriejarrett,capehartj

Top Word Pairs in Tweet in G10:
[6] maktweeter,moderated
[5] digital,storytelling
[5] empathy,building
[4] 2019,#aspenideas
[4] #aspenideas,maktweeter
[4] moderated,discussion
[4] discussion,digital
[4] storytelling,leads
[4] leads,empathy
[3] stevensinit,2019

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@aspeninstitute
@ranjenim
@robathon16
@vanessalflowers
@paypalnews
@nachoaguilar
@jorge_guajardo
@aimeeterese
@trf_climate

Top Replied-To in G1:
@aspenideas
@nachoaguilar
@jorge_guajardo

Top Replied-To in G2:
@robathon16
@trf_climate
@nature38610692
@latimes

Top Replied-To in G3:
@aspeninstitute
@tfadell
@nicole_carroll
@aspenideas

Top Replied-To in G4:
@vanessalflowers
@emanhaly

Top Replied-To in G6:
@costareports

Top Replied-To in G7:
@aspenideas

Top Replied-To in G9:
@aspenideas

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@nicole_carroll
@lauraftrujillo
@aspeninstitute
@cmoutiermd
@justprevention
@michaelgervais
@cmoutie
@washingtonpost
@rewilding

Top Mentioned in G1:
@aspenideas
@nachoaguilar
@dmoza
@niaidnews
@nprkelly
@rgunns
@georgefwill
@katieharbath
@nxthompson
@lutedoug

Top Mentioned in G2:
@rewilding
@ecoyenta
@tomsteyer
@un
@natureneedshalf
@aspenideas
@kittyboone
@eowilsonfndtn
@wysscampaign
@earthalliance

Top Mentioned in G3:
@aspenideas
@nicole_carroll
@lauraftrujillo
@cmoutiermd
@aspeninstitute
@justprevention
@cmoutie
@walterisaacson
@sandyhook

Top Mentioned in G4:
@techbizgurl
@drtlimaneves
@anuliwashere
@tyronitabell
@deena_mckay
@thefranchiise
@emanvsg
@aspenideas
@rabiasquared

Top Mentioned in G5:
@aspenideas
@moonalice
@iq2us
@emi
@emilydparker
@theatlantic
@franklinfoer

Top Mentioned in G6:
@aspenideas
@washingtonpost
@costareports
@rickhasen
@jennycohn1

Top Mentioned in G7:
@michaelgervais

Top Mentioned in G9:
@valeriejarrett
@capehartj
@aspenideas
@johnzimmer
@logangreen
@anthonyfoxx
@lyft

Top Mentioned in G10:
@maktweeter
@stevensinit
@teachforall
@soliya
@bezosfoundation
@wendykopp
@waidehigg
@chrisplutte

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@rudedogreyes
@southerngemgal
@kcolaizzo
@washingtonpost
@gyggy
@jazzmanahn
@gadflyquebec
@latimes
@vievararosel

Top Tweeters in G1:
@kcolaizzo
@gyggy
@jazzmanahn
@gadflyquebec
@vievararosel
@margery
@brooklynmarie
@coolgrey
@berkeleybrett
@thechefcarolyn

Top Tweeters in G2:
@latimes
@team4nature
@un
@ecowatch
@unfoundation
@revkin
@natgeo
@ddimick
@royalsociety
@latimesopinion

Top Tweeters in G3:
@southerngemgal
@_steve3_
@sportscenter
@mcahalane
@rubyshooz8
@saur_dinopjy
@dr_rodgonza
@sandyhook
@carichampion
@aspeninstitute

Top Tweeters in G4:
@rabiasquared
@deena_mckay
@techbizgurl
@drtlimaneves
@anuliwashere
@vanessalflowers
@thefranchiise
@tyronitabell
@emanhaly
@emanvsg

Top Tweeters in G5:
@theatlantic
@zagrrl
@moonalice
@iq2us
@seriousrita
@emilydparker
@equality_mary
@franklinfoer
@emi

Top Tweeters in G6:
@washingtonpost
@rickhasen
@jennycohn1
@wendymeer11
@costareports
@marymercyfbpe
@russiatrumpbot
@elainem13553490
@karmashere3884

Top Tweeters in G7:
@bpasternak26
@michaelgervais
@thisismikeallen
@coachadriacm
@liz_tassey
@rbertgriffin
@jackbaric
@eomccloskey
@connorprimeau

Top Tweeters in G8:
@antiracismtv
@sophie_oshay
@kbenweg
@baronessvond
@amandaenayati
@anishraju
@edwardtorre
@trishamomof6
@acevball

Top Tweeters in G9:
@thesoulcab
@capehartj
@lyft
@valeriejarrett
@anthonyfoxx
@johnzimmer
@theshisbah
@logangreen

Top Tweeters in G10:
@saraducey1
@teachforall
@stevensinit
@maktweeter
@bezosfoundation
@soliya
@waidehigg
@chrisplutte


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