aspenideas, Twitter, 2/24/2022 10:14:15 PM, 272265


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aspenideas_2022-02-24_09-25-25.xlsx
aspenideas_2022-02-24_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3LVOmT5
@aspenideas
@2wayprayer
@aspeninstitute
@tokereke
@ekemma
@ivanduque
@mayordangelber
@stevebrant
@meta
@greggershuny

Top hashtags:
#aspenideasclimate
#aspenideashealth
#aspenideas
#climatechange
#futures
#miami

Description:
Description
The graph represents a network of 80 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 February 2022 at 17:25 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 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, 6-hour, 43-minute period from Thursday, 10 February 2022 at 12:14 UTC to Wednesday, 23 February 2022 at 18:58 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 : 80
Unique Edges : 113
Edges With Duplicates : 88
Total Edges : 201
Number of Edge Types : 5
Mentions : 69
Retweet : 32
MentionsInRetweet : 85
Replies to : 5
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.041958041958042
Reciprocated Edge Ratio : 0.0805369127516778
Connected Components : 4
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 74
Maximum Edges in a Connected Component : 194
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.114796
Graph Density : 0.0235759493670886
Modularity : 0.501238
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 80 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 February 2022 at 17:25 UTC.

The requested start date was Thursday, 24 February 2022 at 01:01 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, 6-hour, 43-minute period from Thursday, 10 February 2022 at 12:14 UTC to Wednesday, 23 February 2022 at 18:58 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".

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:
[9] https://www.aspenideas.org/attend/climate
[2] https://www.aspenideas.org/attend/health?utm_campaign=AIH+2022+SOCIAL+
[1] https://www.aspenideas.org/attend/climate/speakers?view=list
[1] https://www.aspenideas.org/podcasts/extra-with-henry-louis-gates-jr
[1] https://twitter.com/aspenideas/status/1488913476760354817
[1] https://www.youtube.com/watch?v=cerUIXuCQD8&feature=youtu.be

[1] https://aif2021-futureoffacebook.splashthat.com/?fbclid=IwAR20sw_Rz51DHinNvMzAFTD_u2UtbsXmgXOFVqrAn8jqfjEHadwl5yW2EV4
[1] https://www.aspenideas.org/pages/2022-ideas-health-program-tracks
[1] https://www.youtube.com/watch?v=ccpcDQwIWqA&feature=youtu.be

[1] https://www.aspenideas.org/attend/festival?utm_campaign=AIF+2022+SOCIAL

Top URLs in Tweet in G2:
[3] https://www.aspenideas.org/attend/climate
[1] https://aspenideas.org/
[1] https://www.aspenideas.org/attend/festival?utm_campaign=AIF+2022+SOCIAL
[1] https://www.youtube.com/watch?v=ccpcDQwIWqA&feature=youtu.be

[1] https://www.aspenideas.org/attend/health?utm_campaign=AIH+2022+SOCIAL+
[1] https://www.aspenideas.org/pages/2022-ideas-health-program-tracks
[1] https://www.aspenideas.org/attend/climate/speakers?view=list

Top URLs in Tweet in G3:
[2] https://www.aspenideas.org/attend/climate

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

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=cerUIXuCQD8&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://www.aspenideas.org/podcasts/extra-with-henry-louis-gates-jr
[1] https://www.aspenideas.org/attend/health?utm_campaign=AIH+2022+SOCIAL+
[1] https://www.aspenideas.org/attend/climate

Top URLs in Tweet in G8:
[1] https://aif2021-futureoffacebook.splashthat.com/?fbclid=IwAR20sw_Rz51DHinNvMzAFTD_u2UtbsXmgXOFVqrAn8jqfjEHadwl5yW2EV4

Top URLs in Tweet in G9:
[1] https://twitter.com/aspenideas/status/1488913476760354817

Top URLs in Tweet in G10:
[1] https://www.aspenideas.org/attend/climate

Top Domains
Top Domains in Tweet in Entire Graph:
[16] aspenideas.org
[2] youtube.com
[1] twitter.com
[1] splashthat.com

Top Domains in Tweet in G2:
[8] aspenideas.org
[1] youtube.com

Top Domains in Tweet in G3:
[2] aspenideas.org

Top Domains in Tweet in G4:
[2] aspenideas.org

Top Domains in Tweet in G5:
[1] youtube.com

Top Domains in Tweet in G6:
[3] aspenideas.org

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] aspenideasclimate
[4] aspenideashealth
[3] aspenideas
[2] climatechange
[1] futures
[1] miami
[1] climateaction
[1] russellackoff
[1] systemsthinking



Top Hashtags in Tweet in G2:
[4] aspenideashealth
[3] aspenideasclimate
[1] climatechange

Top Hashtags in Tweet in G3:
[13] aspenideasclimate

Top Hashtags in Tweet in G4:
[10] aspenideasclimate
[1] climatechange
[1] miami

Top Hashtags in Tweet in G6:
[2] aspenideasclimate

Top Hashtags in Tweet in G7:
[1] russellackoff
[1] systemsthinking

Top Hashtags in Tweet in G8:
[1] aspenideas

Top Hashtags in Tweet in G9:
[1] futures

Top Hashtags in Tweet in G10:
[2] aspenideasclimate
[1] climateaction

Top Words
Top Words in Tweet in Entire Graph:
[30] #aspenideasclimate
[21] miami
[21] aspenideas
[20] beach
[19] 12
[19] ideas
[18] pass
[17] more
[16] explore
[13] festival

Top Words in Tweet in G1:
[3] whoafro
[3] szmakka
[3] shabirmadh
[3] ajenglish
[3] mijamjoom
[3] aspennewvoices
[3] aspeninnovators
[3] aspenideas
[3] gwfellow
[2] tokereke

Top Words in Tweet in G2:
[10] ideas
[10] festival
[8] explore
[8] aspenideas
[7] summer
[7] climate
[6] aspen
[6] more
[5] future
[4] miami

Top Words in Tweet in G3:
[13] #aspenideasclimate
[12] miami
[11] 12
[11] beach
[10] pass
[9] excited
[9] speakers
[9] pres
[9] ivanduque
[5] colombia

Top Words in Tweet in G4:
[10] #aspenideasclimate
[8] knightfdn
[8] joins
[8] related_group
[8] miamifoundation
[8] joint
[8] title
[8] sponsors
[8] first
[7] miamibeachnews

Top Words in Tweet in G5:
[2] called
[2] youtube
[2] help

Top Words in Tweet in G6:
[4] aspeninstitute
[4] more
[4] eric
[3] diversifying
[3] needs
[3] shared
[3] base
[3] knowledge
[3] according
[3] liu

Top Words in Tweet in G8:
[2] chief
[2] product
[2] officer
[2] chris
[2] cox
[2] sitting
[2] down
[2] theatlantic
[2] ceo
[2] nicholas

Top Words in Tweet in G10:
[3] join
[2] miami
[2] beach
[2] 12
[2] 2022
[2] #aspenideasclimate
[2] explore
[2] exciting
[2] ideas
[2] solutions

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] miami,beach
[13] 12,miami
[11] pass,#aspenideasclimate
[11] #aspenideasclimate,12
[11] beach,excited
[11] speakers,pres
[11] pres,ivanduque
[11] knightfdn,joins
[11] joins,related_group
[11] related_group,miamifoundation

Top Word Pairs in Tweet in G1:
[3] whoafro,szmakka
[3] szmakka,shabirmadh
[3] shabirmadh,ajenglish
[3] ajenglish,mijamjoom
[3] mijamjoom,aspennewvoices
[3] aspennewvoices,aspeninnovators
[3] aspeninnovators,aspenideas
[3] aspenideas,gwfellow
[2] gwfellow,atlanticfellows
[2] atlanticfellows,enduraventures

Top Word Pairs in Tweet in G2:
[6] aspen,ideas
[6] ideas,festival
[5] aspenideas,climate
[4] learn,more
[4] big,ideas
[4] climate,festival
[4] festival,explore
[4] explore,ways
[4] ways,protect
[4] protect,collective

Top Word Pairs in Tweet in G3:
[11] miami,beach
[9] pass,#aspenideasclimate
[9] #aspenideasclimate,12
[9] 12,miami
[9] beach,excited
[9] speakers,pres
[9] pres,ivanduque
[5] ivanduque,colombia
[5] excited,joined
[5] joined,speakers

Top Word Pairs in Tweet in G4:
[8] knightfdn,joins
[8] joins,related_group
[8] related_group,miamifoundation
[8] miamifoundation,joint
[8] joint,title
[8] title,sponsors
[8] sponsors,#aspenideasclimate
[8] #aspenideasclimate,first
[7] miamibeachnews,knightfdn
[7] first,ki

Top Word Pairs in Tweet in G6:
[3] more,diversifying
[3] diversifying,needs
[3] needs,shared
[3] shared,base
[3] base,knowledge
[3] knowledge,according
[3] according,eric
[3] eric,liu
[3] liu,ed
[3] ed,aspencitizen

Top Word Pairs in Tweet in G8:
[2] chief,product
[2] product,officer
[2] officer,chris
[2] chris,cox
[2] cox,sitting
[2] sitting,down
[2] down,theatlantic
[2] theatlantic,ceo
[2] ceo,nicholas
[2] nicholas,thompson

Top Word Pairs in Tweet in G10:
[2] join,miami
[2] miami,beach
[2] beach,12
[2] 12,2022
[2] 2022,#aspenideasclimate
[2] #aspenideasclimate,explore
[2] explore,exciting
[2] exciting,ideas
[2] ideas,solutions

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@ivanduque
@knightfdn
@related_group
@miamifoundation
@miamibeachnews
@aspeninstitute
@greggershuny
@aspencitizen
@opportunitymia

Top Mentioned in G1:
@whoafro
@szmakka
@shabirmadh
@ajenglish
@mijamjoom
@aspennewvoices
@aspeninnovators
@aspenideas
@gwfellow
@atlanticfellows

Top Mentioned in G2:
@aspenideas
@opportunitymia
@ivanduque
@mayorcantrell
@umiamirsmas
@jeromefosterii
@asu
@susanbgoldberg
@aspeninstitute

Top Mentioned in G3:
@ivanduque
@aspenideas
@greggershuny
@miamibeachnews
@knightfdn
@related_group
@miamifoundation
@cathflowers
@mayordangelber
@francissuarez

Top Mentioned in G4:
@knightfdn
@related_group
@miamifoundation
@miamibeachnews
@aspeninstitute
@aienvironment

Top Mentioned in G5:
@youtube
@thefranklin
@franklincircle
@socratescafes
@ideacafe
@aspenideas
@freshideasgroup
@johnswren

Top Mentioned in G6:
@aspeninstitute
@aspencitizen
@aspenideas
@henrylouisgates
@miamibeachnews
@knightfdn
@related_group
@miamifoundation
@realmrumadrive

Top Mentioned in G7:
@blueoceanstrtgy
@vivian
@aspenideas
@92y
@craignewmark

Top Mentioned in G8:
@theatlantic
@nxthompson
@meta
@aspenideas

Top Mentioned in G10:
@rkempner

Top Tweeters
Top Tweeters in Entire Graph:
@imagine_garden
@ajenglish
@stevebrant
@theatlantic
@craignewmark
@agnesmel_yovo
@realmrumadrive
@ekemma
@nicktweet
@knightfdn

Top Tweeters in G1:
@ajenglish
@ekemma
@hkearl
@mijamjoom
@whoafro
@andrewquinn
@aspennewvoices
@atlanticfellows
@szmakka
@tokereke

Top Tweeters in G2:
@imagine_garden
@asu
@mayorcantrell
@matthaggman
@aspenideas
@umiamirsmas
@themiaallday247
@susanbgoldberg
@hcfellows
@catiedavvv

Top Tweeters in G3:
@ivanduque
@francissuarez
@mayordaniella
@danporterfield
@jeromefosterii
@tweetertaylor
@davidwsinger
@mayordangelber
@cathflowers
@glassy_lassy

Top Tweeters in G4:
@agnesmel_yovo
@knightfdn
@miamibeachnews
@debisiaraba
@corradotopi
@miamifoundation
@related_group
@olivassison
@mariaortizpe
@iwa365

Top Tweeters in G5:
@youtube
@johnswren
@thefranklin
@ideacafe
@franklincircle
@freshideasgroup
@2wayprayer
@socratescafes

Top Tweeters in G6:
@realmrumadrive
@aspeninstitute
@henrylouisgates
@aspencitizen
@sussex_watch
@stringdog911
@tiisetso_inc

Top Tweeters in G7:
@stevebrant
@craignewmark
@92y
@vivian
@blueoceanstrtgy

Top Tweeters in G8:
@theatlantic
@822bzz
@nxthompson
@meta

Top Tweeters in G9:
@nicktweet
@nextwavefutures

Top Tweeters in G10:
@rkempner
@seaworthydaniel


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