aspenideas, Twitter, 10/13/2022 4:30:47 PM, 282806


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aspenideas_2022-10-13_09-28-01.xlsx
aspenideas_2022-10-13_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3rUQyRO
@aspenideas
@robathon16
@aspenpsi
@carmenblackmon8
@davidafrench
@truthwok
@frankluntz
@aspendigital
@lmmkelley
@jnjnursing

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

Description:
Description
The graph represents a network of 419 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, 13 October 2022 at 16:28 UTC.

The requested start date was Thursday, 13 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, 20-hour, 59-minute period from Thursday, 29 September 2022 at 00:39 UTC to Wednesday, 12 October 2022 at 21:38 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 : 419
Unique Edges : 464
Edges With Duplicates : 532
Total Edges : 996
Number of Edge Types : 5
Mentions : 268
Replies to : 68
MentionsInRetweet : 418
Retweet : 221
Tweet : 21
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0402985074626866
Reciprocated Edge Ratio : 0.0774748923959828
Connected Components : 28
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 363
Maximum Edges in a Connected Component : 931
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.516626
Graph Density : 0.00397962795902753
Modularity : 0.469954
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 419 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, 13 October 2022 at 16:28 UTC.

The requested start date was Thursday, 13 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, 20-hour, 59-minute period from Thursday, 29 September 2022 at 00:39 UTC to Wednesday, 12 October 2022 at 21:38 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://twitter.com/aspenideas/status/1577423818984804353
[4] https://podcasts.apple.com/us/podcast/76-why-work-in-healthcare/id1488523483?i=1000580442959
[3] https://twitter.com/aspenideas/status/1578224856822431745
[2] https://www.aspenideas.org/sessions/is-our-ethos-of-the-american-independent-spirit-hurting-us
[2] https://www.amazon.com/dp/B0B7Z7XV5Y?tag=juicblog-20&geniuslink=true
[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
[1] https://www.aspenideas.org/sessions/heavy-author-reading-and-qa
[1] https://twitter.com/macfound/status/1580248234236162048
[1] https://www.aspenideas.org/sessions/the-art-of-the-memoir

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/is-our-ethos-of-the-american-independent-spirit-hurting-us
[1] https://www.aspenideas.org/sessions/heavy-author-reading-and-qa
[1] https://twitter.com/macfound/status/1580248234236162048
[1] https://www.aspenideas.org/collections/is-beauty-really-in-the-eye-of-the-beholder
[1] https://www.aspenideas.org/sessions/why-work-in-healthcare
[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/the-power-of-sharing-our-stories
[1] https://www.aspenideas.org/sessions/the-future-of-the-republican-party-2

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

Top URLs in Tweet in G3:
[2] https://twitter.com/aspenideas/status/1578224856822431745
[1] https://twitter.com/i/status/1550804429267402753

Top URLs in Tweet in G4:
[1] https://twitter.com/AndrewYang/status/1457701765458104324?s=20&t=D8jOiVVr1crAfKoj2uFNZA
[1] https://www.npr.org/2022/09/28/1125469629/hurricane-ian-florida-cost

Top URLs in Tweet in G5:
[4] https://podcasts.apple.com/us/podcast/76-why-work-in-healthcare/id1488523483?i=1000580442959
[1] https://twitter.com/aspenideas/status/1579557126040481792
[1] https://www.aspenideas.org/articles/innovating-to-address-the-nursing-crisis-that-is-a-healthcare-crisis-for-all

Top URLs in Tweet in G6:
[9] https://twitter.com/aspenideas/status/1577423818984804353
[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
[1] https://twitter.com/aspenideas/status/1578224856822431745
[1] https://twitter.com/aspenideas/status/1578421895787061254

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

Top URLs in Tweet in G8:
[1] https://twitter.com/aspenideas/status/1577712724246601728

Top URLs in Tweet in G9:
[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/aspenideas/status/1577423818984804353

Top URLs in Tweet in G10:
[1] https://www.aspenideas.org/sessions/can-the-republican-party-survive-the-alt-right

Top Domains
Top Domains in Tweet in Entire Graph:
[33] aspenideas.org
[28] twitter.com
[4] apple.com
[2] amazon.com
[2] youtube.com
[2] bit.ly
[1] npr.org
[1] vox.com
[1] knowyourmeme.com
[1] aspeninstitute.org

Top Domains in Tweet in G1:
[22] aspenideas.org
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G2:
[2] twitter.com
[2] amazon.com
[1] knowyourmeme.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] npr.org

Top Domains in Tweet in G5:
[4] apple.com
[1] twitter.com
[1] aspenideas.org

Top Domains in Tweet in G6:
[11] twitter.com
[2] bit.ly
[1] aspenideas.org

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

Top Domains in Tweet in G8:
[1] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] nobelpeaceprize
[15] seeyounow
[14] advocating
[12] aspenideas
[12] aspenideashealth
[7] longcovid
[3] aspenideastogo
[3] indigenouspeoplesday
[3] vaccine
[3] healthequity



Top Hashtags in Tweet in G1:
[5] aspenideas
[4] aspenideashealth
[3] indigenouspeoplesday
[3] aspenideastogo
[1] macfellow
[1] seeyounow
[1] advocating
[1] aspenideasnow
[1] nobelpeaceprize
[1] neuroaesthetics

Top Hashtags in Tweet in G3:
[27] nobelpeaceprize

Top Hashtags in Tweet in G4:
[1] politicalduopoly
[1] winning
[1] climate

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

Top Hashtags in Tweet in G6:
[2] cleanenergy
[2] aspenideasfestival
[1] nobelpeaceprize
[1] peterhotez
[1] mariabottazzi
[1] covid19

Top Hashtags in Tweet in G7:
[1] rockymountains
[1] maroonbells
[1] bloodpressurebreak
[1] colorado
[1] adventuretime

Top Hashtags in Tweet in G8:
[1] tiyospaye
[1] ascendfellow
[1] aspenideas

Top Hashtags in Tweet in G9:
[2] philanthropy
[2] systemschange
[1] freshair

Top Words
Top Words in Tweet in Entire Graph:
[256] aspenideas
[135] country
[75] left
[74] re
[73] know
[73] 2022
[67] going
[67] over
[66] losing
[66] fight

Top Words in Tweet in G1:
[124] aspenideas
[118] country
[63] re
[61] over
[61] 2022
[60] know
[60] going
[59] 2024
[59] fight
[59] losing

Top Words in Tweet in G2:
[41] aspenideas
[38] frankluntz
[16] country
[14] left
[11] frank
[8] people
[7] re
[7] going
[7] losing
[6] 2022

Top Words in Tweet in G3:
[39] peterhotez
[38] mebottazzi
[32] aspenideas
[27] create
[27] eve
[27] nominees
[27] announcement
[27] work
[27] #nobelpeaceprize
[27] discuss

Top Words in Tweet in G4:
[3] aspenideas
[2] segrasslands
[2] kittyboone
[2] foeverglades
[2] fcvoters
[2] revkin
[2] conservation_fl
[2] popconnect1968
[2] heraldoped
[2] audubonfl

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

Top Words in Tweet in G6:
[3] leaders
[3] policies
[3] energy
[3] many
[3] learn
[2] founder
[2] renewable
[2] industry
[2] keeping
[2] ceo

Top Words in Tweet in G7:
[6] colorado
[3] aspensnowmass
[3] aspenideas
[2] give
[2] congress
[2] ethics
[2] maroonbellsteam
[2] adamforcolorado
[2] morality
[2] back

Top Words in Tweet in G8:
[14] aspenideas
[10] aspenascend
[9] asks
[9] philosophy
[9] fellow
[9] western
[9] modern
[9] simran
[9] much
[9] aspenreligion's

Top Words in Tweet in G9:
[5] trust
[5] strengthen
[5] nation
[5] aspenpsi
[5] wilson
[5] rebuild
[5] problems
[5] together
[5] scott
[5] divided

Top Words in Tweet in G10:
[18] kelly's
[9] hear
[9] conduct
[9] confrontation
[9] event
[9] thechrisbuskirk
[9] boss
[9] confronted
[8] davidafrench
[7] thâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] losing,country
[65] re,going
[65] know,fight
[65] 2022,2024
[65] country,know
[65] over,2022
[65] going,country
[65] country,left
[65] fight,over
[64] aspenideas,losing

Top Word Pairs in Tweet in G1:
[59] losing,country
[59] re,going
[59] know,fight
[59] 2022,2024
[59] country,know
[59] over,2022
[59] going,country
[59] country,left
[59] fight,over
[58] aspenideas,losing

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

Top Word Pairs in Tweet in G3:
[35] peterhotez,mebottazzi
[27] work,create
[27] eve,#nobelpeaceprize
[27] discuss,work
[27] aspenideas,eve
[27] announcement,watch
[27] #nobelpeaceprize,announcement
[27] watch,nominees
[27] nominees,peterhotez
[27] mebottazzi,discuss

Top Word Pairs in Tweet in G4:
[2] kittyboone,segrasslands
[2] segrasslands,conservation_fl
[2] popconnect1968,numbersusa
[2] conservation_fl,fcvoters
[2] numbersusa,revkin
[2] audubonfl,miamiherald
[2] miamiherald,heraldoped
[2] fcvoters,foeverglades
[2] foeverglades,audubonfl

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

Top Word Pairs in Tweet in G6:
[2] industry,leaders
[2] technology,policies
[2] improve,technology
[2] keeping,many
[2] renewable,energy
[2] #cleanenergy,industry
[2] community,#aspenideasfestival
[2] panel,featuring
[2] ceo,co
[2] americans,#cleanenergy

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

Top Word Pairs in Tweet in G8:
[9] individual,aspenreligion's
[9] asks,aspenascend
[9] western,philosophy
[9] aspenideas,much
[9] modern,western
[9] focused,individual
[9] aspenreligion's,simran
[9] philosophy,focused
[9] aspenascend,fellow
[9] much,modern

Top Word Pairs in Tweet in G9:
[5] divided,nation
[5] wilson,scott
[5] nation,dalila
[5] solve,problems
[5] trust,strengthen
[5] strengthen,connections
[5] rebuild,trust
[5] dalila,wilson
[5] problems,together
[5] together,divided

Top Word Pairs in Tweet in G10:
[9] kelly's,conduct
[9] event,kelly's
[9] kelly's,boss
[9] conduct,hear
[9] hear,confrontation
[9] thechrisbuskirk,event
[9] boss,thechrisbuskirk
[9] confronted,kelly's
[8] davidafrench,confronted
[7] confrontation,thâ

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@popconnect1968
@aspeninstitute
@allstate
@buckeyederek81
@jimmybo50
@dominicweskamp
@deliacabe
@pritikrishtel
@montefiorenyc

Top Replied-To in G1:
@aspenideas
@elevancehealth
@montefiorenyc
@pritikrishtel
@deliacabe

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

Top Replied-To in G3:
@aspenideas

Top Replied-To in G4:
@popconnect1968
@aspenideas

Top Replied-To in G7:
@dominicweskamp
@adamforcolorado

Top Replied-To in G8:
@aspenideas

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@frankluntz
@peterhotez
@mebottazzi
@paulinaporizkov
@azarnafisi
@aspenascend
@simran
@aspenreligion
@davidafrench

Top Mentioned in G1:
@aspenideas
@paulinaporizkov
@azarnafisi
@kieselaymon
@jeeshanjourney
@jonhaidt
@lisasandersmd
@drsanjaygupta
@mariashriver
@nmoralestv

Top Mentioned in G2:
@frankluntz
@aspenideas
@capx
@cpsthinktank
@trialbytruth
@covfefeagent
@jimmybo50
@john_yazek

Top Mentioned in G3:
@peterhotez
@mebottazzi
@aspenideas
@samirbecic
@nathalie_sw

Top Mentioned in G4:
@numbersusa
@revkin
@aspenideas
@kittyboone
@segrasslands
@conservation_fl
@fcvoters
@foeverglades
@audubonfl
@miamiherald

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

Top Mentioned in G7:
@aspenideas
@aspensnowmass
@maroonbellsteam
@laurenboebert
@msnbc
@denverpost
@9news
@denverchannel
@grandjunctionco
@durangoherald

Top Mentioned in G8:
@aspenideas
@aspenascend
@aspenreligion
@simran
@joe_h
@joe_hobot
@aspen
@aspenpsi

Top Mentioned in G9:
@aspenpsi
@janewales
@aspenideas
@fordreedy
@bushfoundation
@rdfoxworth
@comcast
@eboopatel
@interfaithusa

Top Mentioned in G10:
@thechrisbuskirk
@davidafrench

Top Tweeters
Top Tweeters in Entire Graph:
@cnbsnana
@suekhi
@m5b1tch
@9news
@bprophetable
@e2dot7182818284
@cnn
@gpbgeorge
@andrewdwilliams
@denverchannel

Top Tweeters in G1:
@gpbgeorge
@andrewdwilliams
@aunty__em
@fernandomunioz7
@lindhays
@ernieschell
@umbertociccole1
@endmoronism
@theatlantic
@cfoxthesound

Top Tweeters in G2:
@phr5ed
@michaelgreen77
@logmein22
@juliechrysty
@trialbytruth
@capx
@covfefeagent
@jimfcoach
@frankluntz
@foxridge1

Top Tweeters in G3:
@cnbsnana
@bprophetable
@jhy001
@dancygeorgia
@houmanitarian
@efreemanart
@dodie609
@dancady
@properlookout
@randallcombs7

Top Tweeters in G4:
@miamiherald
@npr
@revkin
@krystalball
@numbersusa
@bumble
@npratc
@heraldoped
@fcvoters
@audubonfl

Top Tweeters in G5:
@cherryames1949
@thartman2u
@jnjglobalhealth
@ananursingworld
@michelleronline
@shawnabutlerrn
@jnjnursing
@felixmchinea
@davechokshi
@alaskachevy

Top Tweeters in G6:
@robertkyarbro
@fumbleoffense4u
@emia
@jadeinnm
@kempton
@kijstrack
@joe_ha
@point_luck
@a
@peterbotting

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

Top Tweeters in G8:
@daroldcuba
@hackingracism
@simran
@interfaithusa
@aspenascend
@aspen
@wikihbcudio
@imappingfreedom
@shankleville
@aspenreligion

Top Tweeters in G9:
@pewresearch
@comcast
@karyncaplan
@bushfoundation
@joshuamzstanton
@commonfutureco
@eboopatel
@rdfoxworth
@waltonfamilyfdn
@janettisabel

Top Tweeters in G10:
@suekhi
@m5b1tch
@circlereader
@joshblacklibert
@okane33lysa
@redtrutheriksen
@davidafrench
@cecoluzzi
@thechrisbuskirk
@kelly11377


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