aspenideas, Twitter, 9/26/2019 10:31:01 PM, 211131


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aspenideas_2019-09-26_15-27-46.xlsx
aspenideas_2019-09-26_15-27-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2019
Short Description:
aspenideas via NodeXL http://bit.ly/2nzfiBe
@aspenideas
@robathon16
@geochemoz
@aspeninstitute
@aspenfsp
@sirabegao
@casssunstein
@juheja
@harvardksr
@jkaufmanconsult

Top hashtags:
#aspenideas
#aspenideashealth
#realitywinner
#bezosscholar
#climatestrike
#edchat

Description:
Description
The graph represents a network of 407 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, 26 September 2019 at 22:27 UTC.

The requested start date was Thursday, 26 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, 23-hour, 35-minute period from Thursday, 12 September 2019 at 00:22 UTC to Wednesday, 25 September 2019 at 23:58 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 : 407
Unique Edges : 588
Edges With Duplicates : 246
Total Edges : 834
Number of Edge Types : 3
Mentions : 769
Replies to : 36
Tweet : 29
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0371517027863777
Reciprocated Edge Ratio : 0.0716417910447761
Connected Components : 20
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 365
Maximum Edges in a Connected Component : 793
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.788093
Graph Density : 0.00405465922707302
Modularity : 0.575024
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://www.aspenideas.org/sessions/the-urgency-of-now
[4] https://www.aspenideas.org/sessions/is-diplomacy-dead
[4] https://twitter.com/aspenideas/status/1152609359102300160
[3] https://www.aspenideas.org/sessions/where-the-west-lost-its-way
[3] https://www.aspenideas.org/sessions/putting-the-united-states-on-the-path-to-universal-coverage-lessons-from-abroad
[3] https://www.aspenideas.org/sessions/a-path-forward-on-economic-policy
[3] https://twitter.com/aspenideas/status/1176192503994695680
[3] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[2] http://aspenideas.org/sessions/what-will-the-green-new-deal-cost-and-what-can-it-save
[2] https://www.aspenideas.org/sessions/deep-medicine-how-artificial-intelligence-can-make-health-care-human-again

Top URLs in Tweet in G1:
[4] https://www.aspenideas.org/sessions/is-diplomacy-dead
[3] https://www.aspenideas.org/sessions/a-path-forward-on-economic-policy
[3] https://www.aspenideas.org/sessions/where-the-west-lost-its-way
[3] https://www.aspenideas.org/sessions/the-urgency-of-now
[2] https://www.aspenideas.org/sessions/a-conversation-with-mark-zuckerberg
[2] https://www.aspenideas.org/articles/are-small-private-colleges-worth-the-money
[2] https://www.aspenideas.org/sessions/are-we-headed-for-war-with-iran
[2] https://www.aspenideas.org/sessions/africas-creative-renaissance
[2] https://www.aspenideas.org/sessions/my-life-is-awesome-so-why-cant-i-enjoy-it
[2] https://www.aspenideas.org/sessions/the-next-chapter-in-energy-is-here

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:
[3] https://www.aspenideas.org/sessions/everyone-is-going-through-something
[2] https://www.aspenideas.org/sessions/preventing-the-next-gun-tragedy-the-work-of-sandy-hook-promise
[2] https://www.aspeninstitute.org/blog-posts/individual-actions-cant-solve-climate-change/
[1] https://www.aspenideas.org/podcasts/impeachment-a-citizens-guide-with-cass-sunstein
[1] https://www.aspenideas.org/sessions/aspen-ideas-health-closing-session
[1] https://www.aspenideas.org/sessions/the-urgency-of-now
[1] https://www.aspenideas.org/sessions/what-will-the-green-new-deal-cost-and-what-can-it-save
[1] https://podcasts.apple.com/us/podcast/mark-zuckerberg-wants-governments-help-in-making-tough/id702896920?i=1000444059615
[1] https://twitter.com/jkaufmanconsult/status/1175092918153072640
[1] https://www.concealedcarry.com/news/armed-citizens-are-successful-95-of-the-time-at-active-shooter-events-fbi/

Top URLs in Tweet in G4:
[1] https://www.facebook.com/AspenInstitute/videos/live-from-the-aspen-ideas-festival-inclusive-growth/691451704646850/
[1] https://www.aspenideas.org/sessions/americas-next-golden-age-building-the-middle-class-of-the-future
[1] https://www.aspenideas.org/sessions/wiped-out-medical-debt-in-america
[1] https://www.aspenideas.org/sessions/a-living-wage-buys-health

Top URLs in Tweet in G7:
[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 G8:
[1] https://ksr.hkspublications.org/2019/09/25/the-rise-of-corporate-ceo-activism-in-the-age-of-information/

Top URLs in Tweet in G9:
[1] https://twitter.com/aspenideas/status/1172899052930981888
[1] https://www.aspenideas.org/sessions/the-urgency-of-now
[1] https://twitter.com/aspenideas/status/1176192503994695680
[1] https://www.aspenideas.org/speakers/primah-kwagala
[1] https://twitter.com/aspenideas/status/1176553633669890048
[1] https://www.aspenideas.org/speakers/javier-okhuysen
[1] https://www.aspenideas.org/sessions/wiped-out-medical-debt-in-america

Top URLs in Tweet in G10:
[1] https://twitter.com/aspenideas/status/1142223962685841408

Top Domains
Top Domains in Tweet in Entire Graph:
[88] aspenideas.org
[23] twitter.com
[3] aspeninstitute.org
[3] apple.com
[3] youtube.com
[2] project-syndicate.org
[1] hkspublications.org
[1] facebook.com
[1] publicseminar.org
[1] bezosscholars.org

Top Domains in Tweet in G1:
[66] aspenideas.org
[6] twitter.com
[1] apple.com
[1] bezosscholars.org
[1] publicseminar.org
[1] medium.com
[1] apa.org
[1] npr.org
[1] youtube.com

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

Top Domains in Tweet in G3:
[9] aspenideas.org
[2] aspeninstitute.org
[1] apple.com
[1] twitter.com
[1] concealedcarry.com

Top Domains in Tweet in G4:
[3] aspenideas.org
[1] facebook.com

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

Top Domains in Tweet in G8:
[1] hkspublications.org

Top Domains in Tweet in G9:
[4] aspenideas.org
[3] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] aspenideas
[8] aspenideashealth
[7] realitywinner
[3] bezosscholar
[3] climatestrike
[3] edchat
[2] aspenfsp
[2] medicaldebt
[2] metoo
[2] population



Top Hashtags in Tweet in G1:
[28] aspenideas
[5] aspenideashealth
[3] bezosscholar
[3] edchat
[2] metoo
[2] climatestrike
[1] ihaveadream
[1] podcast
[1] globalclimatestrike
[1] genz

Top Hashtags in Tweet in G2:
[2] population

Top Hashtags in Tweet in G3:
[7] aspenideas
[1] aspenideashealth

Top Hashtags in Tweet in G4:
[2] aspenfsp
[1] medicaldebt

Top Hashtags in Tweet in G5:
[1] nuclear
[1] fossilfree
[1] zerocarbon
[1] climatecrisis

Top Hashtags in Tweet in G7:
[7] realitywinner
[1] ffs
[1] freerealitywinner

Top Hashtags in Tweet in G9:
[1] climatestrike
[1] climateaction
[1] medicaldebt
[1] reimaginedebt

Top Hashtags in Tweet in G10:
[1] menstruationmatters

Top Words
Top Words in Tweet in Entire Graph:
[307] Words in Sentiment List#1: Positive
[228] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7967] Non-categorized Words
[8502] Total Words
[174] aspenideas
[63] s
[41] #aspenideas
[35] climate
[32] change

Top Words in Tweet in G1:
[108] aspenideas
[39] s
[28] #aspenideas
[27] korischake
[22] countries
[21] western
[20] such
[20] change
[19] iraq
[19] climate

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] casssunstein
[18] aspenideas
[17] s
[17] zuckerberg
[16] mark
[14] aspeninstitute
[12] climate
[10] change
[10] privacidad
[10] portabilidad

Top Words in Tweet in G4:
[6] medical
[6] idarademacher
[5] aspenfsp
[4] people
[3] debt
[3] #1
[3] reason
[3] go
[3] bankrupt
[3] 79

Top Words in Tweet in G5:
[5] aspenideas
[5] goldsteinjoshua
[3] metric
[3] matters
[3] rate
[3] re
[3] adding
[3] carbon
[3] atmosphere
[3] watch

Top Words in Tweet in G6:
[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 G7:
[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 G8:
[2] rise
[2] ceo
[2] activism
[2] stakeholder
[2] demand
[2] csr
[2] signal
[2] business
[2] leaders
[2] information

Top Words in Tweet in G9:
[2] one
[2] see
[2] sliccardo
[2] climate
[2] now
[2] deniers
[2] awful
[2] two
[2] awardee
[2] struggling

Top Words in Tweet in G10:
[2] story
[2] courage
[2] derive
[2] meeting
[2] many
[2] girls
[2] women
[2] rural
[2] india
[2] carved

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] such,extraordinary
[21] mark,zuckerberg
[19] western,countries
[19] climate,change
[17] 2003,invasion
[17] invasion,iraq
[17] iraq,great
[17] great,recession
[17] recession,such
[17] extraordinary,failures

Top Word Pairs in Tweet in G1:
[19] western,countries
[17] 2003,invasion
[17] invasion,iraq
[17] iraq,great
[17] great,recession
[17] recession,such
[17] such,extraordinary
[17] extraordinary,failures
[17] failures,western
[17] countries,korischake

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:
[16] mark,zuckerberg
[10] climate,change
[10] casssunstein,mark
[10] zuckerberg,privacidad
[10] privacidad,portabilidad
[10] portabilidad,datos
[10] datos,sunstein
[10] sunstein,dice
[10] dice,principio
[10] principio,rector

Top Word Pairs in Tweet in G4:
[3] medical,debt
[3] debt,#1
[3] #1,reason
[3] reason,people
[3] people,go
[3] go,bankrupt
[3] bankrupt,79
[3] 79,million
[3] million,americans
[3] americans,paying

Top Word Pairs in Tweet in G5:
[3] aspenideas,metric
[3] metric,matters
[3] matters,rate
[3] rate,re
[3] re,adding
[3] adding,carbon
[3] carbon,atmosphere
[3] atmosphere,watch
[3] watch,goldsteinjoshua
[3] goldsteinjoshua,senjef

Top Word Pairs in Tweet in G6:
[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 G7:
[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 G8:
[2] rise,ceo
[2] ceo,activism
[2] activism,stakeholder
[2] stakeholder,demand
[2] demand,csr
[2] csr,signal
[2] signal,business
[2] business,leaders
[2] leaders,information
[2] information,age

Top Word Pairs in Tweet in G10:
[2] story,courage
[2] courage,derive
[2] derive,meeting
[2] meeting,many
[2] many,girls
[2] girls,women
[2] women,rural
[2] rural,india
[2] india,carved
[2] carved,new

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@casssunstein
@ranjenim
@robathon16
@vanessalflowers
@nachoaguilar
@jorge_guajardo
@icalbert
@elizejackson
@kipp

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

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

Top Replied-To in G3:
@casssunstein
@aspenideas
@elizejackson
@aspeninstitute

Top Replied-To in G5:
@icalbert

Top Replied-To in G6:
@vanessalflowers
@emanhaly

Top Replied-To in G7:
@costareports

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@korischake
@casssunstein
@aspeninstitute
@billmckibben
@goldsteinjoshua
@heyheyblinky
@analisised
@washingtonpost
@rewilding

Top Mentioned in G1:
@aspenideas
@korischake
@heyheyblinky
@billmckibben
@alikhedery
@nachoaguilar
@sliccardo
@carnegieendow
@nprkelly
@nxthompson

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

Top Mentioned in G3:
@casssunstein
@aspenideas
@aspeninstitute
@analisised
@sandyhook
@demar_derozan
@vict_barrett
@goldsteinjoshua
@billmckibben
@dribram

Top Mentioned in G4:
@idarademacher
@aspenfsp
@aspeninstitute
@aspenideas
@efosaojomo
@christenseninst
@ilsecurechoice
@danporterfield
@mastercard
@prudential

Top Mentioned in G5:
@aspenideas
@goldsteinjoshua
@senjef
@greghamra
@6point626
@vsiv
@greggershuny
@senjeffmerkley
@amyaharder
@aienvironment

Top Mentioned in G6:
@techbizgurl
@drtlimaneves
@anuliwashere
@tyronitabell
@deena_mckay
@thefranchiise
@emanvsg
@aspenideas
@rabiasquared

Top Mentioned in G7:
@aspenideas
@washingtonpost
@costareports
@rickhasen
@jennycohn1

Top Mentioned in G8:
@csr_foundation
@forbeswomen
@knightfdn
@prnewswire
@aspenideas
@hks_bizgov
@jpmorgan
@utexaslaw

Top Mentioned in G10:
@monabfc10
@barefootcollege
@barefootmfc
@drgluckclinic
@storypicker
@yourstoryco

Top Tweeters
Top Tweeters in Entire Graph:
@nealcol
@jjj5819
@sydnets
@kcolaizzo
@washingtonpost
@gadflyquebec
@jazzmanahn
@latimes
@_steve3_
@librariesval

Top Tweeters in G1:
@jjj5819
@kcolaizzo
@gadflyquebec
@jazzmanahn
@librariesval
@halehawk
@brooklynmarie
@ozrepublic1776
@glnawi
@manhattaninst

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

Top Tweeters in G3:
@blancobello
@mnalvear
@mcahalane
@twarria
@rubyshooz8
@sandyhook
@aspeninstitute
@altag
@abatchelor
@nimpearlperera

Top Tweeters in G4:
@mastercard
@natgeo
@350
@uw
@pitttweet
@danporterfield
@christenseninst
@jentescher
@efosaojomo
@prudential

Top Tweeters in G5:
@sydnets
@axios
@6point626
@marissar1
@amyaharder
@senjeffmerkley
@fubar_mielies
@tder2012
@se
@juheja

Top Tweeters in G6:
@rabiasquared
@deena_mckay
@techbizgurl
@drtlimaneves
@anuliwashere
@vanessalflowers
@thefranchiise
@tyronitabell
@emanhaly
@emanvsg

Top Tweeters in G7:
@washingtonpost
@rickhasen
@jennycohn1
@wendymeer11
@costareports
@marymercyfbpe
@russiatrumpbot
@elainem13553490
@karmashere3884

Top Tweeters in G8:
@knightfdn
@forbeswomen
@prnewswire
@jpmorgan
@utexaslaw
@harvardksr
@hks_bizgov
@csr_foundation

Top Tweeters in G9:
@wgroth2pol
@loupalu
@amandaenayati
@naakeetula
@njbtweets
@moonearkr
@stephanie_corne
@samhassas

Top Tweeters in G10:
@yourstoryco
@storypicker
@barefootmfc
@barefootcollege
@drgluckclinic
@monabfc10
@liberianjue


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