aspenideas, Twitter, 3/24/2022 8:57:29 PM, 273655


FAQ | Problem?

aspenideas_2022-03-24_09-25-25.xlsx
aspenideas_2022-03-24_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3wAZKyC
@mikegrunwald
@aspenideas
@aspeninstitute
@aspenlatinos
@miamibeachnews
@mayordaniella
@erictopol
@robathon16
@garywockner
@tko_rs_one_

Top hashtags:
#aspenideasclimate
#climatechange
#aspenideashealth
#aspenideas

Description:
Description
The graph represents a network of 201 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, 24 March 2022 at 16:25 UTC.

The requested start date was Thursday, 24 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, 13-hour, 24-minute period from Thursday, 10 March 2022 at 01:09 UTC to Wednesday, 23 March 2022 at 14:34 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 : 201
Unique Edges : 182
Edges With Duplicates : 350
Total Edges : 532
Number of Edge Types : 5
Mentions : 207
Retweet : 120
MentionsInRetweet : 146
Tweet : 7
Replies to : 52
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0524691358024691
Reciprocated Edge Ratio : 0.0997067448680352
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 200
Maximum Edges in a Connected Component : 530
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.139772
Graph Density : 0.00848258706467662
Modularity : 0.415271
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 201 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, 24 March 2022 at 16:25 UTC.

The requested start date was Thursday, 24 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, 13-hour, 24-minute period from Thursday, 10 March 2022 at 01:09 UTC to Wednesday, 23 March 2022 at 14:34 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:
[11] https://www.aspenideas.org/attend/climate
[1] https://www.aspenideas.org/podcasts/brain-health-and-the-pitfalls-of-bikini-medicine
[1] https://www.aspenideas.org/pages/register
[1] https://twitter.com/DavidGumbsRE/status/1505906009671450629
[1] https://twitter.com/kamilkazani/status/1501360272442896388
[1] https://www.aspenideas.org/attend/climate/speakers
[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

Top URLs in Tweet in G1:
[1] https://twitter.com/karaswisher/status/1501407753100828674
[1] http://bornwoke.net

Top URLs in Tweet in G2:
[1] https://www.aspenideas.org/podcasts/brain-health-and-the-pitfalls-of-bikini-medicine
[1] https://aspenideas.org/
[1] https://www.aspenideas.org/attend/climate
[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

Top URLs in Tweet in G3:
[9] https://www.aspenideas.org/attend/climate
[1] https://www.aspenideas.org/attend/climate/speakers
[1] https://www.aspeninstitute.org/blog-posts/madeleine-albright-1937-2022/
[1] https://www.aspenideas.org/pages/register
[1] https://twitter.com/DavidGumbsRE/status/1505906009671450629

Top URLs in Tweet in G4:
[1] https://twitter.com/kamilkazani/status/1501360272442896388

Top URLs in Tweet in G5:
[1] 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 URLs in Tweet in G10:
[1] https://www.aspeninstitute.org/events/aspen-ideas-climate/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] aspenideasclimate
[7] climatechange
[3] aspenideashealth
[3] aspenideas
[3] philanthropyforclimate
[2] rightsofnature
[1] flcs2022
[1] miamibeach
[1] miami
[1] florida



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

Top Hashtags in Tweet in G3:
[22] aspenideasclimate
[5] climatechange
[3] philanthropyforclimate
[1] flcs2022
[1] miamibeach
[1] miami
[1] florida
[1] climateaction

Top Hashtags in Tweet in G5:
[11] aspenideasclimate

Top Hashtags in Tweet in G6:
[2] rightsofnature
[1] biodiversity
[1] unity2020

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

Top Hashtags in Tweet in G10:
[2] aspenideas

Top Words
Top Words in Tweet in Entire Graph:
[112] mikegrunwald
[100] miami
[84] conference
[82] gay
[82] law
[80] tech
[80] conferences
[79] abandoning
[79] pretty
[79] soon

Top Words in Tweet in G1:
[77] mikegrunwald
[76] conference
[75] tech
[75] abandoning
[75] miami
[75] gay
[75] law
[75] pretty
[75] soon
[75] conferences

Top Words in Tweet in G2:
[41] aspenideas
[21] aspeninstitute
[21] mikegrunwald
[11] angelvelez85
[8] ideas
[7] aspen
[6] climate
[6] vartan_badalian
[5] miami
[5] news

Top Words in Tweet in G3:
[22] #aspenideasclimate
[19] climate
[17] miami
[15] beach
[15] excited
[13] first
[12] kind
[11] solutions
[11] aspeninstitute
[11] share

Top Words in Tweet in G4:
[11] mikegrunwald
[10] aspenideas
[10] miamimayor
[9] karaswisher
[8] profgalloway
[5] artbasel
[3] great
[3] hopes
[3] working
[3] much

Top Words in Tweet in G5:
[11] thrilled
[11] announce
[11] ll
[11] speaking
[11] year's
[11] #aspenideasclimate
[11] first
[11] kind
[11] solutions
[10] mayordaniella

Top Words in Tweet in G6:
[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 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:
[2] illiterate

Top Words in Tweet in G9:
[3] chrislake808
[3] mikegrunwald
[3] aspenideas
[2] staceyjspiehler
[2] mississippi

Top Words in Tweet in G10:
[2] #aspenideas
[2] rethink
[2] holding
[2] conference
[2] florida
[2] state
[2] legislature
[2] passed
[2] desantis'
[2] bigoted

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[79] tech,conference
[79] conference,abandoning
[79] abandoning,miami
[79] miami,gay
[79] gay,law
[79] law,pretty
[79] pretty,soon
[79] soon,conferences
[78] mikegrunwald,tech
[23] first,kind

Top Word Pairs in Tweet in G1:
[75] tech,conference
[75] conference,abandoning
[75] abandoning,miami
[75] miami,gay
[75] gay,law
[75] law,pretty
[75] pretty,soon
[75] soon,conferences
[74] mikegrunwald,tech

Top Word Pairs in Tweet in G2:
[16] mikegrunwald,aspenideas
[9] aspenideas,aspeninstitute
[8] angelvelez85,aspenideas
[6] aspeninstitute,aspenideas
[5] aspen,ideas
[3] ideas,festival
[3] amazing,breaking
[3] breaking,news
[3] news,incredibly
[3] incredibly,proud

Top Word Pairs in Tweet in G3:
[15] miami,beach
[12] first,kind
[11] excited,share
[11] #aspenideasclimate,first
[9] share,speaking
[9] kind,solutions
[9] solutions,focused
[8] speaking,#aspenideasclimate
[7] focused,person
[7] person,event

Top Word Pairs in Tweet in G4:
[7] aspenideas,miamimayor
[7] miamimayor,profgalloway
[6] mikegrunwald,karaswisher
[6] karaswisher,aspenideas
[5] profgalloway,artbasel
[4] mikegrunwald,aspenideas
[3] karaswisher,mikegrunwald
[3] aspenideas,great
[3] great,hopes
[3] hopes,working

Top Word Pairs in Tweet in G5:
[11] thrilled,announce
[11] announce,ll
[11] ll,speaking
[11] speaking,year's
[11] year's,#aspenideasclimate
[11] #aspenideasclimate,first
[11] first,kind
[11] kind,solutions
[10] mayordaniella,thrilled
[10] solutions,focu

Top Word Pairs in Tweet in G6:
[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 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 G9:
[3] chrislake808,mikegrunwald
[3] mikegrunwald,aspenideas
[2] staceyjspiehler,chrislake808

Top Word Pairs in Tweet in G10:
[2] #aspenideas,rethink
[2] rethink,holding
[2] holding,conference
[2] conference,florida
[2] florida,state
[2] state,legislature
[2] legislature,passed
[2] passed,desantis'
[2] desantis',bigoted
[2] bigoted,gay

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

Top Replied-To in G1:
@mikegrunwald
@karaswisher

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

Top Replied-To in G4:
@mikegrunwald
@billycorben
@karaswisher

Top Replied-To in G6:
@robathon16
@garywockner
@andrewyang

Top Replied-To in G8:
@fpwellman

Top Replied-To in G9:
@wingedisis
@staceyjspiehler
@chrislake808

Top Mentioned
Top Mentioned in Entire Graph:
@mikegrunwald
@aspenideas
@aspeninstitute
@mayordaniella
@miamimayor
@miamibeachnews
@profgalloway
@karaswisher
@artbasel
@fwd_party

Top Mentioned in G1:
@mikegrunwald
@aspenideas
@miamimayor
@profgalloway
@artbasel
@porcupinecheeks
@adamweinstein
@jason_garcia

Top Mentioned in G2:
@aspenideas
@aspeninstitute
@mikegrunwald
@vartan_badalian
@climategroup
@angelvelez85
@randomnonsensed
@dr_mosconi
@nmoralesnbc
@miamibeachnews

Top Mentioned in G3:
@aspeninstitute
@miamibeachnews
@aspenideas
@owenloliver
@haver_mark
@aspe
@davidgumbsre
@aienvironment
@benbellegy
@vanleeuwenr

Top Mentioned in G4:
@aspenideas
@miamimayor
@profgalloway
@karaswisher
@mikegrunwald
@artbasel
@nikkifried
@charliecrist
@govrondesantis
@artba

Top Mentioned in G5:
@mayordaniella

Top Mentioned in G6:
@fwd_party
@aspenideas
@andrewyang
@votesustainable
@kittyboone
@inthistogether0
@representus
@honkelthomson
@garnglobal
@earthlawcenter

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

Top Mentioned in G8:
@urocklive1
@dbchirpy
@aspenideas
@durangoherald

Top Mentioned in G9:
@mikegrunwald
@aspenideas
@chrislake808
@staceyjspiehler

Top Tweeters
Top Tweeters in Entire Graph:
@tottenbill
@dbble5
@reggiebub
@persistentpengn
@knight201701
@urocklive1
@dbchirpy
@mentalhealthbo5
@tsiser45
@factsfaraone

Top Tweeters in G1:
@tottenbill
@dbble5
@reggiebub
@knight201701
@factsfaraone
@joshuacaleb75
@nursepeggy52
@loudthorpe
@da4pups
@jesusnarrowway

Top Tweeters in G2:
@tsiser45
@byjenamiller
@nicolesandler
@climategroup
@visitflorida
@tharry
@baclfoo
@palantesiempre1
@mccavfefe
@rwjf

Top Tweeters in G3:
@cocacola
@google
@melbourne_7
@disruptions_
@samjlong1
@miamibeachnews
@aspeninstitute
@benjibacker
@vanleeuwenr
@francissuarez

Top Tweeters in G4:
@persistentpengn
@karaswisher
@billycorben
@robenfarzad
@newdaynewlife11
@infosecadrian
@profgalloway
@risingsolis
@artbasel
@democracy_saves

Top Tweeters in G5:
@305mosquito
@fiudc
@mayordaniella
@maryper46923539
@uc3miami
@kbmcleodfla
@lsnpartnersllc
@conniegmilone
@pedihospitalmd
@selenaonile

Top Tweeters in G6:
@votesustainable
@andrewyang
@representus
@garywockner
@kittyboone
@honkelthomson
@earthlawcenter
@inthistogether0
@garnglobal
@robathon16

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

Top Tweeters in G8:
@urocklive1
@dbchirpy
@fpwellman
@durangoherald

Top Tweeters in G9:
@wingedisis
@mssalleforth
@staceyjspiehler
@chrislake808

Top Tweeters in G10:
@donaldmmorrison


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.