aspenideas, Twitter, 3/17/2022 4:42:56 PM, 273119


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aspenideas_2022-03-17_09-25-25.xlsx
aspenideas_2022-03-17_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3u8wxrE
@mikegrunwald
@aspenideas
@aspeninstitute
@aspenlatinos
@mayordaniella
@nitafarahany
@erictopol
@robathon16
@garywockner
@aienvironment

Top hashtags:
#aspenideasclimate
#climatechange
#aspenideashealth
#aspenideas

Description:
Description
The graph represents a network of 347 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, 17 March 2022 at 16:25 UTC.

The requested start date was Thursday, 17 March 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, 10-hour, 13-minute period from Thursday, 03 March 2022 at 03:17 UTC to Wednesday, 16 March 2022 at 13:30 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 : 347
Unique Edges : 315
Edges With Duplicates : 687
Total Edges : 1002
Number of Edge Types : 5
Retweet : 238
MentionsInRetweet : 314
Mentions : 354
Replies to : 89
Tweet : 7
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0295566502463054
Reciprocated Edge Ratio : 0.0574162679425837
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 342
Maximum Edges in a Connected Component : 999
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.726056
Graph Density : 0.00522230181073112
Modularity : 0.391573
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 347 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, 17 March 2022 at 16:25 UTC.

The requested start date was Thursday, 17 March 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, 10-hour, 13-minute period from Thursday, 03 March 2022 at 03:17 UTC to Wednesday, 16 March 2022 at 13:30 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://www.aspenideas.org/attend/climate
[1] https://twitter.com/kamilkazani/status/1501360272442896388
[1] https://www.chicagotribune.com/news/ct-xpm-2011-07-13-ct-met-madigan-education-reform-0713-20110713-story.html
[1] https://twitter.com/aspenideas/status/1503437327686844425
[1] https://www.nytimes.com/2019/06/24/opinion/artificial-intelligence-depression.html
[1] https://www.countyhealthrankings.org/news-events/the-importance-of-cross-discipline-engagement-for-improving-health
[1] https://www.aspeninstitute.org/events/aspen-ideas-climate/
[1] http://bornwoke.net
[1] https://twitter.com/MikeGrunwald/status/1501557957867225091
[1] https://twitter.com/aspenideas/status/1499468149414113282

Top URLs in Tweet in G1:
[1] https://twitter.com/karaswisher/status/1501407753100828674
[1] https://www.miamiherald.com/news/politics-government/state-politics/article259056493.html
[1] http://bornwoke.net

Top URLs in Tweet in G2:
[9] https://www.aspenideas.org/attend/climate
[1] https://aspenideas.org/
[1] https://twitter.com/aspenideas/status/1503437327686844425
[1] https://www.chicagotribune.com/news/ct-xpm-2011-07-13-ct-met-madigan-education-reform-0713-20110713-story.html
[1] https://www.countyhealthrankings.org/news-events/the-importance-of-cross-discipline-engagement-for-improving-health
[1] https://twitter.com/MikeGrunwald/status/1501557957867225091
[1] https://twitter.com/aspenideas/status/1499468149414113282

Top URLs in Tweet in G3:
[1] https://twitter.com/kamilkazani/status/1501360272442896388

Top URLs in Tweet in G4:
[3] https://www.aspenideas.org/attend/climate

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2019/06/24/opinion/artificial-intelligence-depression.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] aspenideasclimate
[4] climatechange
[2] aspenideashealth
[2] aspenideas
[2] rightsofnature
[2] women
[1] edreformdisrupter
[1] aspenideasfestival
[1] leadership
[1] worldleaders



Top Hashtags in Tweet in G2:
[26] aspenideasclimate
[2] aspenideashealth
[2] climatechange
[2] women
[1] aspenideasfestival
[1] leadership
[1] worldleaders
[1] diversityandinclusion
[1] edreformdisrupter
[1] cultureofhealthprize

Top Hashtags in Tweet in G3:
[3] aspenideasclimate

Top Hashtags in Tweet in G4:
[13] aspenideasclimate
[1] climatechange

Top Hashtags in Tweet in G5:
[2] rightsofnature
[1] biodiversity
[1] unity2020

Top Hashtags in Tweet in G7:
[1] healthcare
[1] mentalhealth
[1] deepmedicine

Top Words
Top Words in Tweet in Entire Graph:
[265] mikegrunwald
[225] miami
[195] conference
[194] conferences
[193] gay
[193] law
[191] tech
[189] abandoning
[189] pretty
[189] soon

Top Words in Tweet in G1:
[180] mikegrunwald
[177] conference
[176] miami
[175] tech
[175] abandoning
[175] gay
[175] law
[175] pretty
[175] soon
[175] conferences

Top Words in Tweet in G2:
[50] aspenideas
[30] miami
[30] mikegrunwald
[27] aspeninstitute
[26] #aspenideasclimate
[24] beach
[14] climate
[12] 12
[12] good
[12] take

Top Words in Tweet in G3:
[39] mikegrunwald
[36] aspenideas
[34] miamimayor
[30] karaswisher
[28] profgalloway
[13] artbasel
[11] miami
[9] many
[8] great
[8] hopes

Top Words in Tweet in G4:
[13] #aspenideasclimate
[12] solutions
[9] mayordaniella
[9] thrilled
[9] announce
[9] ll
[9] speaking
[9] year's
[9] first
[9] kind

Top Words in Tweet in G5:
[7] andrewyang
[7] fwd_party
[5] aspenideas
[5] votesustainable
[5] kittyboone
[4] inthistogether0
[4] representus
[4] honkelthomson
[4] party
[3] robathon16

Top Words in Tweet in G6:
[2] note
[2] alondranelson46
[2] handle
[2] alondra
[2] serving
[2] whostp45
[2] cares
[2] deeply
[2] issues

Top Words in Tweet in G7:
[3] artificial
[3] intelligence
[3] turns
[3] terrifying
[3] overhyped
[3] hard
[3] understand
[3] plain
[3] awesome
[3] nytdavidbrooks

Top Words in Tweet in G8:
[7] mikegrunwald
[4] grantstern
[4] aspenideas
[4] conference
[3] tech
[3] abandoning
[3] miami
[3] gay
[3] law
[3] pretty

Top Words in Tweet in G9:
[2] illiterate

Top Words in Tweet in G10:
[4] mikegrunwald
[4] aspenideas
[3] chrislake808
[2] staceyjspiehler
[2] mississippi
[2] line
[2] florida

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[189] tech,conference
[189] conference,abandoning
[189] abandoning,miami
[189] miami,gay
[189] gay,law
[189] law,pretty
[189] pretty,soon
[189] soon,conferences
[188] mikegrunwald,tech
[52] mikegrunwald,aspenideas

Top Word Pairs in Tweet in G1:
[175] tech,conference
[175] conference,abandoning
[175] abandoning,miami
[175] miami,gay
[175] gay,law
[175] law,pretty
[175] pretty,soon
[175] soon,conferences
[174] mikegrunwald,tech
[3] karaswisher,aspenideas

Top Word Pairs in Tweet in G2:
[23] miami,beach
[22] mikegrunwald,aspenideas
[11] good,time
[11] time,aspeninstitute
[11] aspeninstitute,take
[11] take,stand
[11] stand,#aspenideasclimate
[11] #aspenideasclimate,scheduled
[11] scheduled,miami
[10] alfredspellman,good

Top Word Pairs in Tweet in G3:
[26] aspenideas,miamimayor
[26] miamimayor,profgalloway
[22] mikegrunwald,aspenideas
[16] karaswisher,mikegrunwald
[13] mikegrunwald,karaswisher
[13] karaswisher,aspenideas
[12] profgalloway,artbasel
[8] aspenideas,great
[8] great,hopes
[8] hopes,working

Top Word Pairs in Tweet in G4:
[9] thrilled,announce
[9] announce,ll
[9] ll,speaking
[9] speaking,year's
[9] year's,#aspenideasclimate
[9] #aspenideasclimate,first
[9] first,kind
[9] kind,solutions
[8] mayordaniella,thrilled
[8] solutions,focu

Top Word Pairs in Tweet in G5:
[5] andrewyang,fwd_party
[4] kittyboone,inthistogether0
[4] inthistogether0,representus
[4] representus,honkelthomson
[3] robathon16,andrewyang
[3] fwd_party,aspenideas
[3] aspenideas,votesustainable
[3] votesustainable,kittyboone
[2] garnglobal,earthlawcenter
[2] #rightsofnature,party

Top Word Pairs in Tweet in G6:
[2] note,alondranelson46
[2] alondranelson46,handle
[2] handle,alondra
[2] alondra,serving
[2] serving,whostp45
[2] whostp45,cares
[2] cares,deeply
[2] deeply,issues

Top Word Pairs in Tweet in G7:
[3] artificial,intelligence
[3] intelligence,turns
[3] turns,terrifying
[3] terrifying,overhyped
[3] overhyped,hard
[3] hard,understand
[3] understand,plain
[3] plain,awesome
[3] awesome,nytdavidbrooks
[2] erictopol,artificial

Top Word Pairs in Tweet in G8:
[4] mikegrunwald,grantstern
[4] grantstern,aspenideas
[3] mikegrunwald,tech
[3] tech,conference
[3] conference,abandoning
[3] abandoning,miami
[3] miami,gay
[3] gay,law
[3] law,pretty
[3] pretty,soon

Top Word Pairs in Tweet in G10:
[4] mikegrunwald,aspenideas
[3] chrislake808,mikegrunwald
[2] staceyjspiehler,chrislake808

Top Replied-To
Top Replied-To in Entire Graph:
@mikegrunwald
@karaswisher
@angelvelez85
@mccavfefe
@billycorben
@aspenideas
@sobechristopher
@robathon16
@fpwellman
@nolaed4liberat1

Top Replied-To in G1:
@mikegrunwald
@karaswisher
@dfirgs

Top Replied-To in G2:
@mikegrunwald
@angelvelez85
@mccavfefe
@aspenideas
@sobechristopher
@nolaed4liberat1
@chiefdadmaster
@byjenamiller
@randomnonsensed
@melissabcoad

Top Replied-To in G3:
@mikegrunwald
@karaswisher
@billycorben
@dcpointer
@john16508
@jacklinfll

Top Replied-To in G5:
@robathon16
@garywockner
@andrewyang

Top Replied-To in G8:
@mikegrunwald
@wangermn

Top Replied-To in G9:
@fpwellman

Top Replied-To in G10:
@wingedisis
@staceyjspiehler
@chrislake808
@mikegrunwald

Top Mentioned
Top Mentioned in Entire Graph:
@mikegrunwald
@aspenideas
@miamimayor
@profgalloway
@aspeninstitute
@karaswisher
@artbasel
@alfredspellman
@mayordaniella
@google

Top Mentioned in G1:
@mikegrunwald
@aspenideas
@miamimayor
@profgalloway
@artbasel
@nikkifried
@charliecrist
@karaswisher
@nicolesandler
@porcupinecheeks

Top Mentioned in G2:
@aspenideas
@aspeninstitute
@mikegrunwald
@alfredspellman
@google
@kateebrandt
@alizaidi46
@huprez17
@debraduardo
@aienvironment

Top Mentioned in G3:
@aspenideas
@miamimayor
@mikegrunwald
@profgalloway
@karaswisher
@artbasel
@govrondesantis
@artba
@alfredspellman
@aspeninstitute

Top Mentioned in G4:
@mayordaniella
@mayordangelber
@aspenideas
@aspeninstitute
@jeromefosterii
@cathflowers
@francissuarez
@miamibeachnews
@ivonnebaki
@presidencia_ec

Top Mentioned in G5:
@fwd_party
@aspenideas
@andrewyang
@votesustainable
@kittyboone
@inthistogether0
@representus
@honkelthomson
@garnglobal
@earthlawcenter

Top Mentioned in G6:
@alondranelson46
@alondra
@whostp45
@aspenideas
@cohenprof
@hankgreelylsju
@nitafarahany

Top Mentioned in G7:
@nytdavidbrooks
@erictopol
@nytopinion
@aspenideas

Top Mentioned in G8:
@mikegrunwald
@grantstern
@aspenideas

Top Mentioned in G9:
@urocklive1
@dbchirpy
@aspenideas
@durangoherald

Top Mentioned in G10:
@aspenideas
@mikegrunwald
@chrislake808
@staceyjspiehler

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@lechatnoire4
@squirrel1110
@debr3322
@snw106
@sandykalano
@dbble5
@reggiebub
@persistentpengn
@knight201701

Top Tweeters in G1:
@lizditz
@lechatnoire4
@squirrel1110
@debr3322
@snw106
@sandykalano
@dbble5
@reggiebub
@knight201701
@odoylecharlotte

Top Tweeters in G2:
@byjenamiller
@google
@jerseyshore00
@casern12
@patdonovan13
@micahkellner
@bob_calder
@baclfoo
@miamibeachnews
@amandionair

Top Tweeters in G3:
@persistentpengn
@snarkyredhd
@amlaf3
@karaswisher
@billycorben
@shorepatrol
@richard_florida
@robenfarzad
@newdaynewlife11
@infosecadrian

Top Tweeters in G4:
@ambiente_ec
@presidencia_ec
@embajadaecuusa
@francissuarez
@fiudc
@mayordaniella
@uc3miami
@maryper46923539
@kbmcleodfla
@jeromefosterii

Top Tweeters in G5:
@votesustainable
@andrewyang
@representus
@garywockner
@kittyboone
@honkelthomson
@earthlawcenter
@inthistogether0
@garnglobal
@robathon16

Top Tweeters in G6:
@hankgreelylsju
@alondra
@cohenprof
@nitafarahany
@alondranelson46
@whostp45

Top Tweeters in G7:
@mentalhealthbo5
@nytopinion
@braincures
@erictopol
@nytdavidbrooks

Top Tweeters in G8:
@patty_hawthorne
@grantstern
@wangermn
@debrabr81576310
@oasis82rf

Top Tweeters in G9:
@urocklive1
@dbchirpy
@fpwellman
@durangoherald

Top Tweeters in G10:
@wingedisis
@mssalleforth
@staceyjspiehler
@chrislake808


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