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aspenideas_2017-09-13_14-17-28.xlsx
aspenideas_2017-09-13_14-17-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2017
Short Description:
aspenideas via NodeXL http://bit.ly/2vV8ayx
@aspenideas
@sturkle
@playworks
@aspeninstitute
@guzmand
@ellie_lately
@genconnectu

Description:
Description
The graph represents a network of 294 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 Wednesday, 13 September 2017 at 21:17 UTC.

The requested start date was Wednesday, 13 September 2017 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, 20-hour, 44-minute period from Wednesday, 30 August 2017 at 00:57 UTC to Tuesday, 12 September 2017 at 21:41 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 : 294
Unique Edges : 509
Edges With Duplicates : 118
Total Edges : 627
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.029296875
Reciprocated Edge Ratio : 0.0569259962049336
Connected Components : 29
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 237
Maximum Edges in a Connected Component : 571
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.662372
Graph Density : 0.00611780548396833
Modularity : 0.564886
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://www.aspenideas.org/session/why-young-people-need-global-education
[10] https://www.aspenideas.org/session/protecting-earth%E2%80%99s-last-conservation-frontier-high-seas
[9] https://www.aspenideas.org/session/democracy-danger
[7] https://www.aspenideas.org/session/what-technology-makes-us-forget-about-life
[7] https://www.aspenideas.org/session/mckinsey-company-presents-can-we-still-make-it-america
[6] https://www.aspenideas.org/session/lean-boredom
[5] https://www.aspenideas.org/session/conversation-being-latino-america-today
[4] http://www.aspenideas.org/sites/default/files/pictures/slides/Q2013-Huffington.jpg
[4] https://www.facebook.com/MalekJandaliFanPage/videos/10153990396395000/
[3] https://www.aspenideas.org/session/has-american-grand-strategy-gone-missing#yQoICk7YeX8

Top URLs in Tweet in G1:
[9] https://www.aspenideas.org/session/democracy-danger
[5] https://www.aspenideas.org/session/conversation-being-latino-america-today
[3] https://www.aspenideas.org/session/human-health-and-planet
[2] https://www.aspenideas.org/session/lean-boredom
[2] https://www.aspenideas.org/session/what-turns-skater-kid-colorado-fighter-isis#Al5avAqnC6Y
[2] https://www.aspenideas.org/session/why-young-people-need-global-education
[2] https://www.aspenideas.org/session/game-race-tomorrows-talent-today#.Wa70MBa8278.twitter
[1] https://twitter.com/i/web/status/905901743212519424
[1] https://twitter.com/i/web/status/901175366915506176
[1] https://twitter.com/i/web/status/903002642078736384

Top URLs in Tweet in G2:
[3] https://www.aspeninstitute.org/podcasts/fantasyland-america-went-haywire-featuring-kurt-andersen/
[2] https://youtu.be/GSY-l2rKmeU
[1] https://twitter.com/i/web/status/907301667984560128
[1] https://twitter.com/i/web/status/907267910510489601
[1] https://twitter.com/i/web/status/903987883782103040
[1] https://www.aspeninstitute.org/podcasts/national-security-age-america-first/
[1] https://twitter.com/i/web/status/904061114132164608
[1] https://twitter.com/i/web/status/906597833842810880
[1] https://twitter.com/i/web/status/903259680109199360
[1] https://genconnectu.com/expert/kurt-andersen/

Top URLs in Tweet in G3:
[6] https://www.aspenideas.org/session/what-technology-makes-us-forget-about-life
[4] https://www.aspenideas.org/session/lean-boredom
[2] https://www.aspenideas.org/session/has-american-grand-strategy-gone-missing#yQoICk7YeX8
[2] https://www.youtube.com/watch?v=McR7eohL5h4
[2] https://www.aspenideas.org/session/what-technology-makes-us-forget-about-life#.WbRawBcGDps.twitter
[1] https://twitter.com/i/web/status/906626294418432007

Top URLs in Tweet in G4:
[25] https://www.aspenideas.org/session/why-young-people-need-global-education
[1] https://fb.me/2mbtLZVtJ

Top URLs in Tweet in G5:
[6] https://www.aspenideas.org/session/mckinsey-company-presents-can-we-still-make-it-america
[2] https://www.youtube.com/watch?v=1giHA1z_kCQ&feature=youtu.be&t=22m59s
[1] https://twitter.com/i/web/status/904102491582857216

Top URLs in Tweet in G6:
[4] http://www.aspenideas.org/sites/default/files/pictures/slides/Q2013-Huffington.jpg
[1] https://twitter.com/i/web/status/902962903904432129
[1] https://soundcloud.com/aspenideas/when-color-blindness-renders-me-invisible-to-you
[1] https://twitter.com/Olivianuzzi/status/904465242821844993
[1] https://www.youtube.com/watch?v=DCncuShZyjM
[1] https://soundcloud.com/aspenideas/why-young-people-need-global-education
[1] https://twitter.com/i/web/status/905492877656166400
[1] https://twitter.com/i/web/status/904773673126649856
[1] https://www.aspenideas.org/festival/news/friends-editors-how-social-media-changing-way-we-consume-news
[1] https://www.aspenideas.org/session/job-vocation-finding-meaning-our-work

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/907695309177987072
[1] https://twitter.com/i/web/status/903683064466993154
[1] https://twitter.com/aspenideas/status/900129706141298688
[1] https://twitter.com/i/web/status/904010042025836544
[1] https://twitter.com/i/web/status/904004660503162885
[1] https://twitter.com/i/web/status/904004790404907008
[1] https://twitter.com/i/web/status/904005407391313922

Top URLs in Tweet in G9:
[8] https://www.aspenideas.org/session/protecting-earth%E2%80%99s-last-conservation-frontier-high-seas
[1] https://twitter.com/i/web/status/895437976947183616

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/905116348430389248

Top Domains
Top Domains in Tweet in Entire Graph:
[104] aspenideas.org
[65] twitter.com
[9] youtube.com
[6] facebook.com
[4] aspeninstitute.org
[2] youtu.be
[2] genconnectu.com
[2] soundcloud.com
[2] mountsinai.org
[1] fb.me

Top Domains in Tweet in G1:
[37] aspenideas.org
[19] twitter.com
[1] facebook.com
[1] gettopical.com
[1] youtube.com

Top Domains in Tweet in G2:
[10] twitter.com
[4] aspeninstitute.org
[2] youtu.be
[2] genconnectu.com
[2] youtube.com
[1] aspenideas.org

Top Domains in Tweet in G3:
[14] aspenideas.org
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G4:
[25] aspenideas.org
[1] fb.me

Top Domains in Tweet in G5:
[6] aspenideas.org
[2] youtube.com
[1] twitter.com

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

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

Top Domains in Tweet in G9:
[8] aspenideas.org
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[73] aspenideas
[13] spotlighthealth
[11] reclaimingconversation
[7] technology
[6] podcast
[5] september11th
[5] life
[4] quote
[4] image
[4] parisagreement



Top Hashtags in Tweet in G1:
[19] aspenideas
[6] spotlighthealth
[5] podcast
[4] parisagreement
[2] opioids
[1] september11th
[1] amazon
[1] ideasfest2017
[1] online
[1] startups

Top Hashtags in Tweet in G2:
[4] september11th
[2] entrepreneurs
[2] business
[1] artificialintelligence
[1] history
[1] news
[1] altfacts
[1] fakenews
[1] publicspeaking

Top Hashtags in Tweet in G3:
[11] reclaimingconversation
[7] technology
[5] life
[4] aspenideas
[2] empathy
[2] relationships

Top Hashtags in Tweet in G4:
[25] aspenideas

Top Hashtags in Tweet in G5:
[5] aspenideas

Top Hashtags in Tweet in G6:
[4] quote
[4] image
[3] aspenideas
[1] np
[1] soundcloud
[1] globaled
[1] globaled17
[1] ukzn2017
[1] bigthreeconsulting
[1] mckinsey

Top Hashtags in Tweet in G7:
[3] washingtonideas
[2] goodidea
[1] aspenideas
[1] podcast

Top Hashtags in Tweet in G9:
[7] aspenideas
[6] spotlighthealth

Top Words
Top Words in Tweet in Entire Graph:
[121] Words in Sentiment List#1: Positive
[80] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3743] Non-categorized Words
[3944] Total Words
[232] aspenideas
[40] people
[35] aspeninstitute
[31] need
[31] global

Top Words in Tweet in G1:
[73] aspenideas
[14] 50
[12] change
[12] today
[11] climate
[11] decades
[10] marine
[10] systems
[10] suffering
[10] we've

Top Words in Tweet in G2:
[28] aspenideas
[23] aspeninstitute
[22] kbandersen
[21] jeffreygoldberg
[19] go
[19] discuss
[16] listen
[16] america
[16] went
[16] haywire

Top Words in Tweet in G3:
[25] sturkle
[24] power
[21] technology
[19] makes
[19] forget
[18] aspenideas
[12] presence
[12] solitude
[12] time
[12] remember

Top Words in Tweet in G4:
[50] aspenideas
[26] global
[26] education
[25] young
[25] people
[25] need
[25] maktweeter
[25] mcfaul
[25] mitchellreports

Top Words in Tweet in G5:
[15] aspenideas
[13] markwarner
[8] marklefdn
[7] tomfriedman
[6] united
[6] states
[6] still
[6] manufacture
[6] compete
[6] mckinsey_

Top Words in Tweet in G6:
[4] arianna
[4] huffington
[4] quote
[4] image
[4] aspenideas
[3] aspen
[3] ideas
[2] listen
[2] festival
[2] panel

Top Words in Tweet in G7:
[6] walterisaacson
[6] aspenideas
[4] hhs_health
[4] sebelius
[4] kbdesalvo
[3] washingtonideas
[3] speaker
[2] watching
[2] everyone
[2] one

Top Words in Tweet in G9:
[8] important
[8] thing
[8] take
[8] ocean
[8] existence
[7] sylviaearle
[7] aspenideas
[6] spotlighthealth
[6] htt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] global,education
[30] young,people
[30] people,need
[30] need,global
[26] aspenideas,young
[26] education,maktweeter
[26] maktweeter,mcfaul
[26] mcfaul,mitchellreports
[26] mitchellreports,aspenideas
[20] technology,makes

Top Word Pairs in Tweet in G1:
[11] climate,change
[10] marine,systems
[10] systems,suffering
[10] suffering,climate
[10] change,we've
[10] we've,lost
[10] lost,50
[10] 50,world's
[10] world's,reefs
[10] reefs,last

Top Word Pairs in Tweet in G2:
[20] kbandersen,jeffreygoldberg
[19] aspenideas,go
[19] jeffreygoldberg,discuss
[19] aspeninstitute,aspenideas
[16] go,listen
[16] listen,kbandersen
[16] discuss,america
[16] america,went
[16] went,haywire
[3] september11th,photographer

Top Word Pairs in Tweet in G3:
[19] technology,makes
[19] makes,forget
[13] sturkle,technology
[12] forget,power
[12] power,presence
[12] presence,power
[12] power,solitude
[12] solitude,time
[12] time,remember
[11] sturkle,aspenideas

Top Word Pairs in Tweet in G4:
[26] global,education
[25] aspenideas,young
[25] young,people
[25] people,need
[25] need,global
[25] education,maktweeter
[25] maktweeter,mcfaul
[25] mcfaul,mitchellreports
[25] mitchellreports,aspenideas

Top Word Pairs in Tweet in G5:
[7] tomfriedman,markwarner
[7] markwarner,marklefdn
[6] aspenideas,united
[6] united,states
[6] states,still
[6] still,manufacture
[6] manufacture,compete
[6] compete,tomfriedman
[6] marklefdn,mckinsey_
[3] beyond,government

Top Word Pairs in Tweet in G6:
[4] arianna,huffington
[4] huffington,quote
[4] quote,image
[3] aspen,ideas
[2] ideas,festival

Top Word Pairs in Tweet in G7:
[4] hhs_health,sebelius
[4] sebelius,kbdesalvo
[4] kbdesalvo,walterisaacson
[4] walterisaacson,aspenideas
[3] washingtonideas,speaker
[2] watching,everyone
[2] everyone,one
[2] one,goodidea
[2] goodidea,see
[2] see,washingtonideas

Top Word Pairs in Tweet in G9:
[8] important,thing
[8] thing,take
[8] take,ocean
[8] ocean,existence
[7] sylviaearle,important
[7] existence,aspenideas
[6] aspenideas,spotlighthealth
[6] spotlighthealth,htt

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@aspeninstitute
@sturkle
@maktweeter
@mcfaul
@mitchellreports
@kbandersen
@jeffreygoldberg
@markwarner
@ruthdgates

Top Mentioned in G1:
@aspenideas
@ruthdgates
@yascha_mounk
@jonbatiste
@aspenlatinos
@sturkle
@vivek_murthy
@ernestmoniz
@aspeninstitute
@manoushz

Top Mentioned in G2:
@aspenideas
@kbandersen
@jeffreygoldberg
@aspeninstitute
@judysamuelson
@genconnectu
@garymarcus
@newyorkuniv
@time
@rhgreene

Top Mentioned in G3:
@sturkle
@aspenideas
@aspeninstitute
@aspenspain
@manoushz
@thewilsoncenter
@samanthajpower
@ranaforoohar
@richardha
@notet

Top Mentioned in G4:
@aspenideas
@maktweeter
@mcfaul
@mitchellreports

Top Mentioned in G5:
@markwarner
@aspenideas
@marklefdn
@tomfriedman
@mckinsey_
@mckinsey_mgi
@andrewyng
@jasonpontin
@a

Top Mentioned in G7:
@walterisaacson
@aspenideas
@sebelius
@kbdesalvo
@astroteller
@aspeninstitute
@atlanticlive
@ucberkeley

Top Mentioned in G8:
@aspeninstitute
@aspeninstsports
@aspenideas
@ussoccerfndn
@risalovessports
@tomfarrey
@targetnews
@target

Top Mentioned in G9:
@sylviaearle

Top Mentioned in G10:
@aspenideas
@nestlewatersna
@nature_org
@npr
@sierraclub

Top Tweeters
Top Tweeters in Entire Graph:
@revolution_fr
@mted21
@igallupd
@time
@copperbird7
@tawarayasotatsu
@femiabodunde
@caroltpsworld
@cathcoste
@npr

Top Tweeters in G1:
@a76r
@aspirehomes
@margery
@petedominick
@whileecoyote
@tlowe51
@michael_ellis__
@amyparalegal7
@judgewren
@ski7days

Top Tweeters in G2:
@time
@copperbird7
@tawarayasotatsu
@bulldawg2482
@joycecaroloates
@safiyahnoor1
@juliaioffe
@jalatorregdl
@studio360show
@aspeninstitute

Top Tweeters in G3:
@igallupd
@postmodernshit
@ivanoeberini
@thewilsoncenter
@realcruzhenry
@inn4socchange
@rodriguezluz_
@manoushz
@aureamolto
@juliussinmundo

Top Tweeters in G4:
@caroltpsworld
@sfpelosi
@mcfaul
@mitchellreports
@socalre4u
@sjyellehs
@iearnusa
@peg_hart
@superstarboss1
@kevputz

Top Tweeters in G5:
@revolution_fr
@femiabodunde
@kirkdborne
@ahier
@pierrepinna
@tianhuil
@deeplearn007
@jamesfallows
@guzmand
@a

Top Tweeters in G6:
@mted21
@elemenous
@carolrowens
@brendangetzell
@bojosigamontle
@nsfoodsmemo
@big3consulting3
@contrarianp
@audaciouslife
@ashacastleberry

Top Tweeters in G7:
@cathcoste
@atlanticlive
@ucberkeley
@hhs_health
@kbdesalvo
@rachelllelinney
@dnacowgirl
@walterisaacson
@washingtonideas
@astroteller

Top Tweeters in G8:
@target
@kaboom
@playworks
@targetnews
@ussoccerfndn
@risalovessports
@tomfarrey
@aspeninstsports

Top Tweeters in G9:
@rhybeckah
@milkorockmar
@carolineliem
@goceantrust
@sylviaearle
@karindelapenha
@yscotitchell887
@rulegnlghtclub

Top Tweeters in G10:
@npr
@sierraclub
@nature_org
@nestlewatersna
@jimconca
@ellie_lately