aspenideas, Twitter, 10/6/2022 9:08:32 PM, 282485


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aspenideas_2022-10-06_09-28-01.xlsx
aspenideas_2022-10-06_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 06, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3edVP3U
@aspenideas
@carmenblackmon8
@chalk4peace
@robathon16
@letsmeatless
@davidafrench
@aspenpsi
@egaly
@aspeninstitute
@jnjnursing

Top hashtags:
#aspenideashealth
#aspenideas
#longcovid
#seeyounow
#advocating
#nurses

Description:
Description
The graph represents a network of 382 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 October 2022 at 16:28 UTC.

The requested start date was Thursday, 06 October 2022 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, 23-hour, 2-minute period from Thursday, 22 September 2022 at 00:02 UTC to Wednesday, 05 October 2022 at 23:04 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 : 382
Unique Edges : 412
Edges With Duplicates : 451
Total Edges : 863
Number of Edge Types : 5
MentionsInRetweet : 331
Replies to : 57
Mentions : 255
Retweet : 196
Tweet : 24
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0472027972027972
Reciprocated Edge Ratio : 0.0901502504173623
Connected Components : 23
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 327
Maximum Edges in a Connected Component : 790
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.624781
Graph Density : 0.00411565046515782
Modularity : 0.481346
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 382 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 October 2022 at 16:28 UTC.

The requested start date was Thursday, 06 October 2022 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, 23-hour, 2-minute period from Thursday, 22 September 2022 at 00:02 UTC to Wednesday, 05 October 2022 at 23:04 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:
[12] https://twitter.com/aspenideas/status/1577423818984804353
[4] https://podcasts.apple.com/us/podcast/76-why-work-in-healthcare/id1488523483?i=1000580442959
[3] https://www.aspenideas.org/sessions/what-liberals-and-conservatives-can-learn-from-each-other
[2] https://www.amazon.com/dp/B0B7Z7XV5Y?tag=juicblog-20&geniuslink=true
[2] https://www.aspenideas.org/sessions/beauty-and-the-brain
[2] https://www.aspenideas.org/sessions/countering-racial-bias-with-empathy
[2] https://www.aspenideas.org/sessions/can-the-republican-party-survive-the-alt-right
[2] https://www.aspenideas.org/articles/meet-the-doctor-helping-patients-solve-their-medical-mysteries
[2] https://www.aspenideas.org/articles/making-health-tech-work-for-all-democratizing-decentralizing-and-digitizing-care?linkId=100000152174621
[2] https://twitter.com/sladesr/status/1574745255144038403?s=20&t=UbEKGUxwJtUWFOEGVv74Ig

Top URLs in Tweet in G1:
[2] https://www.aspenideas.org/articles/meet-the-doctor-helping-patients-solve-their-medical-mysteries
[2] https://www.aspenideas.org/sessions/beauty-and-the-brain
[1] https://www.aspenideas.org/sessions/is-our-ethos-of-the-american-independent-spirit-hurting-us
[1] https://www.aspenideas.org/collections/is-beauty-really-in-the-eye-of-the-beholder
[1] https://www.aspenideas.org/articles/making-health-tech-work-for-all-democratizing-decentralizing-and-digitizing-care
[1] https://www.aspenideas.org/sessions/countering-racial-bias-with-empathy
[1] https://aspenideas.org/articles/leading-on-the-frontlines-arizona-governor-doug-ducey
[1] https://www.aspenideas.org/articles/miami-confronts-its-dark-history-of-policing
[1] https://www.aspenideas.org/sessions/how-to-mend-our-fraying-social-fabric-town-hall
[1] https://www.aspenideas.org/sessions/the-power-of-sharing-our-stories

Top URLs in Tweet in G2:
[2] https://www.amazon.com/dp/B0B7Z7XV5Y?tag=juicblog-20&geniuslink=true
[1] https://twitter.com/aspenideas/status/1577423818984804353
[1] https://knowyourmeme.com/memes/were-all-trying-to-find-the-guy-who-did-this

Top URLs in Tweet in G3:
[1] https://twitter.com/aspenideas/status/1577712724246601728
[1] https://www.youtube.com/watch?v=dHfejVzF-6c

[1] https://www.aspenideas.org/sessions/in-an-era-of-fragmentation-building-americas-capacity-to-solve
[1] https://www.aspenideas.org/sessions/philanthropys-role-in-systems-change
[1] https://twitter.com/AspenAscend/status/1573071893124435968
[1] https://twitter.com/aspenideas/status/1577423818984804353

Top URLs in Tweet in G5:
[4] https://podcasts.apple.com/us/podcast/76-why-work-in-healthcare/id1488523483?i=1000580442959
[1] https://www.aspenideas.org/articles/innovating-to-address-the-nursing-crisis-that-is-a-healthcare-crisis-for-all

Top URLs in Tweet in G7:
[1] https://twitter.com/AdamForColorado/status/1577750663122939904

Top URLs in Tweet in G8:
[1] http://voyagedenver.com/interview/rising-stars-meet-john-aaron-of-louisville/

Top URLs in Tweet in G9:
[1] https://americanaffairsjournal.org/2022/08/immigration-viewed-from-the-back-of-the-hiring-line/

Top URLs in Tweet in G10:
[9] https://twitter.com/aspenideas/status/1577423818984804353
[1] https://twitter.com/aspenideas/status/1523785700537217026
[1] https://www.aspenideas.org/speakers/anthony-fauci
[1] https://bit.ly/3DEJfou?utm_content=221621075&utm_medium=social&utm_source=twitter&hss_channel=tw-2666750809
[1] https://bit.ly/3DEJfou?utm_content=221621593&utm_medium=social&utm_source=twitter&hss_channel=tw-2666750809
[1] https://www.aspenideas.org/sessions/can-the-republican-party-survive-the-alt-right

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] aspenideashealth
[18] aspenideas
[15] longcovid
[15] seeyounow
[14] advocating
[5] nurses
[4] philanthropy
[4] systemschange
[3] vaccine
[3] healthequity



Top Hashtags in Tweet in G1:
[5] aspenideashealth
[4] aspenideas
[2] longcovid
[1] tbt
[1] nurses
[1] seeyounow
[1] advocating
[1] aspenideasnow
[1] philanthropy
[1] systemschange

Top Hashtags in Tweet in G3:
[3] philanthropy
[3] systemschange
[1] tiyospaye
[1] ascendfellow
[1] aspenideas
[1] tbt
[1] ascendfellows
[1] equity
[1] freshair

Top Hashtags in Tweet in G4:
[9] aspenideas
[2] meatlessmonday
[2] climatecrisis
[2] letsmeatless
[1] meatfreemonday
[1] healthyfood
[1] sustainability
[1] speedandscale
[1] thebigfix
[1] methane

Top Hashtags in Tweet in G5:
[14] seeyounow
[13] advocating
[4] nurses
[3] healthcareworkforce
[2] anainnovation
[1] healthcare
[1] aspenideashealth
[1] anainnovatin

Top Hashtags in Tweet in G6:
[13] longcovid
[13] aspenideashealth
[1] aspenideas

Top Hashtags in Tweet in G10:
[2] cleanenergy
[2] aspenideasfestival

Top Words
Top Words in Tweet in Entire Graph:
[208] aspenideas
[129] country
[75] know
[74] left
[69] re
[68] going
[65] 2022
[63] losing
[63] fight
[63] over

Top Words in Tweet in G1:
[113] aspenideas
[112] country
[60] re
[60] going
[57] over
[56] losing
[56] know
[56] fight
[56] 2022
[56] 2024

Top Words in Tweet in G2:
[38] aspenideas
[33] frankluntz
[16] country
[14] left
[11] frank
[8] people
[7] losing
[7] re
[7] going
[6] know

Top Words in Tweet in G3:
[9] aspenideas
[7] aspenpsi
[7] together
[6] aspenascend
[6] rebuild
[6] trust
[6] strengthen
[6] connections
[6] solve
[6] problems

Top Words in Tweet in G4:
[13] aspeninstitute
[9] #aspenideas
[9] aspenideas
[6] danporterfield
[5] letsmeatless
[5] tb
[5] time
[5] rypan
[5] johndoerr
[5] hal_harvey

Top Words in Tweet in G5:
[15] aspenideas
[14] #seeyounow
[14] clinicians
[13] episode
[13] shares
[13] panel
[13] #advocating
[13] people
[13] join
[8] ananursingworld

Top Words in Tweet in G6:
[13] david
[13] putrino
[13] phd
[13] discusses
[13] three
[13] important
[13] things
[13] know
[13] #longcovid
[13] #aspenideashealth

Top Words in Tweet in G7:
[4] colorado
[2] adamforcolorado
[2] beat
[2] laurenboebert
[2] give
[2] morality
[2] ethics
[2] back
[2] congress
[2] usa

Top Words in Tweet in G9:
[2] fwd_party
[2] pdeniselong

Top Words in Tweet in G10:
[3] learn
[3] many
[3] leaders
[3] policies
[3] energy
[2] keeping
[2] americans
[2] #cleanenergy
[2] industry
[2] working

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] losing,country
[62] country,know
[62] know,fight
[62] fight,over
[62] over,2022
[62] 2022,2024
[62] 2024,re
[62] re,going
[62] going,country
[62] country,left

Top Word Pairs in Tweet in G1:
[56] losing,country
[56] country,know
[56] know,fight
[56] fight,over
[56] over,2022
[56] 2022,2024
[56] 2024,re
[56] re,going
[56] going,country
[56] country,left

Top Word Pairs in Tweet in G2:
[32] aspenideas,frankluntz
[7] losing,country
[6] aspenideas,losing
[6] country,know
[6] know,fight
[6] fight,over
[6] over,2022
[6] 2022,2024
[6] 2024,re
[6] re,going

Top Word Pairs in Tweet in G3:
[6] rebuild,trust
[6] trust,strengthen
[6] strengthen,connections
[6] connections,solve
[6] solve,problems
[6] problems,together
[6] together,divided
[6] divided,nation
[6] nation,dalila
[6] dalila,wilson

Top Word Pairs in Tweet in G4:
[5] tb,time
[5] time,aspeninstitute
[5] aspeninstitute,#aspenideas
[5] #aspenideas,rypan
[5] rypan,johndoerr
[5] johndoerr,hal_harvey
[5] hal_harvey,showed
[5] showed,emissions
[5] emissions,problem
[5] aspeninstitute,danporterfield

Top Word Pairs in Tweet in G5:
[13] #seeyounow,episode
[13] episode,shares
[13] shares,aspenideas
[13] aspenideas,panel
[13] panel,clinicians
[13] clinicians,#advocating
[13] #advocating,people
[13] people,join
[6] ananursingworld,#seeyounow
[6] join,#healthcarework

Top Word Pairs in Tweet in G6:
[13] david,putrino
[13] putrino,phd
[13] phd,discusses
[13] discusses,three
[13] three,important
[13] important,things
[13] things,know
[13] know,#longcovid
[13] #longcovid,#aspenideashealth
[13] #aspenideashealth,single

Top Word Pairs in Tweet in G7:
[2] adamforcolorado,beat
[2] beat,laurenboebert
[2] laurenboebert,give
[2] give,colorado
[2] colorado,morality
[2] morality,ethics
[2] ethics,back
[2] back,colorado
[2] colorado,congress
[2] congress,usa

Top Word Pairs in Tweet in G10:
[2] learn,keeping
[2] keeping,many
[2] many,americans
[2] americans,#cleanenergy
[2] #cleanenergy,industry
[2] industry,leaders
[2] leaders,working
[2] working,improve
[2] improve,technology
[2] technology,policies

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@aspeninstitute
@buckeyederek81
@jimmybo50
@adamforcolorado
@montefiorenyc
@narcissuswaters
@rorpack
@chris_holst
@demandhacker

Top Replied-To in G1:
@aspenideas
@jnjnursing
@elevancehealth
@montefiorenyc
@davidwestin

Top Replied-To in G2:
@aspenideas
@buckeyederek81
@jimmybo50
@narcissuswaters
@rorpack
@chris_holst
@demandhacker

Top Replied-To in G3:
@aspenascend

Top Replied-To in G4:
@aspeninstitute
@ckummer
@aspenideas

Top Replied-To in G7:
@adamforcolorado

Top Replied-To in G9:
@andrewyang

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@frankluntz
@jonhaidt
@azarnafisi
@mountsinainyc
@aspeninstitute
@aspenpsi
@ananursingworld
@davidafrench
@thechrisbuskirk

Top Mentioned in G1:
@aspenideas
@jonhaidt
@azarnafisi
@theatlantic
@jeffreygoldberg
@lisasandersmd
@aspenascend
@aspenpsi
@nytmag
@susanmagsamen

Top Mentioned in G2:
@frankluntz
@aspenideas
@jimmybo50
@john_yazek

Top Mentioned in G3:
@aspenideas
@aspenpsi
@aspenascend
@comcas
@aspenreligion
@simran
@joe_h
@huertamigus
@fordreedy
@bushfoundation

Top Mentioned in G4:
@aspeninstitute
@aspenideas
@danporterfield
@letsmeatless
@rypan
@johndoerr
@hal_harvey
@amplifierart
@center4native
@speedandscale

Top Mentioned in G5:
@aspenideas
@ananursingworld
@jnjnursing
@orianabeaudet
@sandralindsayrn
@davechokshi
@alaskachevy
@jnjglobalhealth
@drlapook

Top Mentioned in G6:
@mountsinainyc
@putrinolab

Top Mentioned in G7:
@laurenboebert
@carmenblackmon8
@adamforcolorado
@ms
@msnbc
@denverpost
@9news
@denverchannel
@grandjunctionco
@durangoherald

Top Mentioned in G8:
@denverartmuseum
@bmoca
@dogartmuseum
@legacymuseum
@museumofboulder
@aspeninstitute
@aspenideas
@aspenartmuseum
@cuartmuseum
@boulderweekly

Top Mentioned in G9:
@roybeck_nusa
@fwd_party
@americans4work
@pdeniselong
@braverangels
@ericrweinstein
@bretweinstein
@krystalball
@esaagar
@hilltvlive

Top Tweeters
Top Tweeters in Entire Graph:
@mistersalesman
@backstorymom1
@suekhi
@m5b1tch
@9news
@e2dot7182818284
@cnn
@denverchannel
@circlereader
@aunty__em

Top Tweeters in G1:
@backstorymom1
@aunty__em
@endmoronism
@umbertociccole1
@theatlantic
@mcbyrne
@bartb1067
@daroldcuba
@hackingracism
@nyfootyguy

Top Tweeters in G2:
@phr5ed
@michaelgreen77
@juliechrysty
@covfefeagent
@jimfcoach
@frankluntz
@foxridge1
@john_yazek
@jimmybo50
@mainul_haque

Top Tweeters in G3:
@pewresearch
@comcast
@karyncaplan
@simran
@interfaithusa
@aspenascend
@bushfoundation
@joshuamzstanton
@commonfutureco
@eboopatel

Top Tweeters in G4:
@vegypower
@kingtrumpusliar
@bryantmcgill
@chefjoseandres
@aspeninstitute
@ckummer
@center4native
@danporterfield
@focusonthegood6
@kleinerperkins

Top Tweeters in G5:
@cherryames1949
@elbauldelurodaa
@jnjglobalhealth
@ananursingworld
@michelleronline
@shawnabutlerrn
@jnjnursing
@davechokshi
@alaskachevy
@orianabeaudet

Top Tweeters in G6:
@e2dot7182818284
@bubbleoffcentre
@ulaujzaboci4nsj
@mountsinainyc
@sheilab06007273
@andreas49900169
@appositej
@mariveen8
@sutherlasu
@tothesea7

Top Tweeters in G7:
@9news
@denverchannel
@msnbc
@denverpost
@durangoherald
@carmenblackmon8
@nwspueblo
@aspensnowmass
@laurenboebert
@adamforcolorado

Top Tweeters in G8:
@dailycamera
@bouldercolorado
@denverartmuseum
@boulderweekly
@commfound
@chalk4peace
@tedxboulder
@bmoca
@aspenartmuseum
@museumofboulder

Top Tweeters in G9:
@andrewyang
@krystalball
@ericrweinstein
@pdeniselong
@bretweinstein
@esaagar
@braverangels
@hilltvlive
@fwd_party
@roybeck_nusa

Top Tweeters in G10:
@mistersalesman
@robertkyarbro
@fumbleoffense4u
@jadeinnm
@kijstrack
@twistedpolitix2
@point_luck
@peterbotting
@benjaminhatche1
@solarforgood


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