aspenideas, Twitter, 2/17/2022 8:52:31 PM, 271830


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aspenideas_2022-02-17_09-25-25.xlsx
aspenideas_2022-02-17_09-25-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3gW1A3W
@aspenideas
@markriva
@michael11592625
@2wayprayer
@tokereke
@ekemma
@ivanduque
@evolve4life1
@scottschur1
@stevebrant

Top hashtags:
#aspenideasclimate
#aspenideas
#aspenideashealth
#defence
#defence24
#air
#aircraft

Description:
Description
The graph represents a network of 108 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 February 2022 at 17:25 UTC.

The requested start date was Thursday, 17 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, 18-hour, 12-minute period from Thursday, 03 February 2022 at 03:21 UTC to Wednesday, 16 February 2022 at 21:34 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 : 108
Unique Edges : 138
Edges With Duplicates : 76
Total Edges : 214
Number of Edge Types : 5
Retweet : 25
MentionsInRetweet : 68
Mentions : 103
Tweet : 11
Replies to : 7
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.031055900621118
Reciprocated Edge Ratio : 0.0602409638554217
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 103
Maximum Edges in a Connected Component : 206
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.297231
Graph Density : 0.0143648321218415
Modularity : 0.58456
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 108 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 February 2022 at 17:25 UTC.

The requested start date was Thursday, 17 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, 18-hour, 12-minute period from Thursday, 03 February 2022 at 03:21 UTC to Wednesday, 16 February 2022 at 21:34 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:
[8] https://www.aspenideas.org/attend/climate
[2] https://www.aspenideas.org/attend/health?utm_campaign=AIH+2022+SOCIAL+
[2] https://www.aspenideas.org/attend/festival?utm_campaign=AIF+2022+SOCIAL
[1] https://www.aspenideas.org/attend/climate/speakers?view=list
[1] https://www.youtube.com/watch?v=cerUIXuCQD8&feature=youtu.be

[1] https://aif2021-futureoffacebook.splashthat.com/?fbclid=IwAR20sw_Rz51DHinNvMzAFTD_u2UtbsXmgXOFVqrAn8jqfjEHadwl5yW2EV4
[1] https://www.youtube.com/watch?v=ccpcDQwIWqA&feature=youtu.be

[1] https://aspenideas.org/
[1] https://twitter.com/democracynow/status/1489057804262555654?s=20&t=CaiiYJUlD7gZh2pSa-mLkw

Top URLs in Tweet in G1:
[3] https://www.aspenideas.org/attend/climate
[2] https://www.aspenideas.org/attend/festival?utm_campaign=AIF+2022+SOCIAL
[2] https://www.aspenideas.org/attend/health?utm_campaign=AIH+2022+SOCIAL+
[1] https://www.aspenideas.org/attend/climate/speakers?view=list
[1] https://aspenideas.org/
[1] https://www.youtube.com/watch?v=ccpcDQwIWqA&feature=youtu.be

[1] https://twitter.com/democracynow/status/1489057804262555654?s=20&t=CaiiYJUlD7gZh2pSa-mLkw

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

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=cerUIXuCQD8&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://aif2021-futureoffacebook.splashthat.com/?fbclid=IwAR20sw_Rz51DHinNvMzAFTD_u2UtbsXmgXOFVqrAn8jqfjEHadwl5yW2EV4

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

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

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

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G10:
[1] splashthat.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] aspenideasclimate
[5] aspenideas
[4] aspenideashealth
[2] defence
[2] defence24
[2] air
[2] aircraft
[2] airdropsolana
[2] airdrop
[2] airrescue



Top Hashtags in Tweet in G1:
[7] aspenideasclimate
[4] aspenideashealth

Top Hashtags in Tweet in G3:
[15] aspenideasclimate
[1] climatechange
[1] miami

Top Hashtags in Tweet in G5:
[2] defence
[2] defence24
[2] air
[2] aircraft
[2] airdropsolana
[2] airdrop
[2] airrescue
[2] mountainrescue

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

Top Hashtags in Tweet in G9:
[1] sarscov2
[1] biohackers
[1] databrokers
[1] surveillance

Top Hashtags in Tweet in G10:
[1] aspenideas

Top Words
Top Words in Tweet in Entire Graph:
[24] #aspenideasclimate
[23] aspenideas
[21] ideas
[19] miami
[18] beach
[17] 12
[15] pass
[12] more
[12] join
[12] aspen

Top Words in Tweet in G1:
[15] ideas
[11] aspenideas
[8] summer
[7] pass
[7] #aspenideasclimate
[7] miami
[7] aspen
[7] festival
[7] big
[6] 12

Top Words in Tweet in G2:
[2] love
[2] aspenideas
[2] jmcl_gtr
[2] juliancribb
[2] hansika_kapoor
[2] darrenaronofsky
[2] exploratorium
[2] jameskaufman
[2] stewartbrand

Top Words in Tweet in G3:
[15] #aspenideasclimate
[10] miami
[10] beach
[9] 12
[7] pass
[6] knightfdn
[6] joins
[6] related_group
[6] miamifoundation
[6] joint

Top Words in Tweet in G4:
[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 G5:
[2] #defence
[2] #defence24
[2] #air
[2] #aircraft
[2] #airdropsolana
[2] #airdrop
[2] #airrescue
[2] #mountainrescue
[2] mountainrescue
[2] mountainrescuer

Top Words in Tweet in G6:
[2] called
[2] youtube
[2] help

Top Words in Tweet in G9:
[2] research

Top Words in Tweet in G10:
[2] chief
[2] product
[2] officer
[2] chris
[2] cox
[2] sitting
[2] down
[2] theatlantic
[2] ceo
[2] nicholas

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

Top Word Pairs in Tweet in G1:
[7] aspen,ideas
[7] ideas,festival
[7] big,ideas
[6] miami,beach
[5] 12,miami
[4] pass,#aspenideasclimate
[4] #aspenideasclimate,12
[4] beach,excited
[4] excited,host
[4] host,speakers

Top Word Pairs in Tweet in G2:
[2] love,aspenideas
[2] aspenideas,jmcl_gtr
[2] jmcl_gtr,juliancribb
[2] juliancribb,hansika_kapoor
[2] hansika_kapoor,darrenaronofsky
[2] darrenaronofsky,exploratorium
[2] exploratorium,jameskaufman
[2] jameskaufman,stewartbrand

Top Word Pairs in Tweet in G3:
[9] miami,beach
[6] knightfdn,joins
[6] joins,related_group
[6] related_group,miamifoundation
[6] miamifoundation,joint
[6] joint,title
[6] title,sponsors
[6] sponsors,#aspenideasclimate
[6] #aspenideasclimate,first
[6] 12,miami

Top Word Pairs in Tweet in G4:
[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 G5:
[2] #defence,#defence24
[2] #defence24,#air
[2] #air,#aircraft
[2] #aircraft,#airdropsolana
[2] #airdropsolana,#airdrop
[2] #airdrop,#airrescue
[2] #airrescue,#mountainrescue
[2] #mountainrescue,mountainrescue
[2] mountainrescue,mountainrescuer

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@ivanduque
@knightfdn
@related_group
@miamifoundation
@miamibeachnews
@aspeninstitute
@greggershuny
@whoafro
@szmakka

Top Mentioned in G1:
@aspenideas
@ivanduque
@mayorcantrell
@aspeninstitute
@jeromefosterii
@asu
@susanbgoldberg
@umiamirsmas
@miamibeachnews
@knightfdn

Top Mentioned in G2:
@aspenideas
@jmcl_gtr
@juliancribb
@hansika_kapoor
@darrenaronofsky
@exploratorium
@jameskaufman
@stewartbrand
@markriva

Top Mentioned in G3:
@knightfdn
@related_group
@miamifoundation
@miamibeachnews
@ivanduque
@greggershuny
@aienvironment
@aspeninstitute
@aspenideas
@cathflowers

Top Mentioned in G4:
@whoafro
@szmakka
@shabirmadh
@ajenglish
@mijamjoom
@aspennewvoices
@aspeninnovators
@aspenideas
@gwfellow
@atlanticfellows

Top Mentioned in G5:
@mountainrescue
@mountainrescuer
@azmtnrescue
@mtnrescueaspen
@aspen
@aspeninstitute
@aspenideas
@aspensnowmass
@aspenande
@aspen_ow

Top Mentioned in G6:
@youtube
@thefranklin
@franklincircle
@socratescafes
@ideacafe
@aspenideas
@freshideasgroup
@johnswren

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

Top Mentioned in G8:
@goonieznft
@squiggles
@scottschur1
@aspenideas
@danielesesta

Top Mentioned in G9:
@aspenideas
@drnunezsmith
@d_r_williams1
@trymainelee

Top Mentioned in G10:
@theatlantic
@nxthompson
@meta
@aspenideas

Top Tweeters
Top Tweeters in Entire Graph:
@ajenglish
@stevebrant
@theatlantic
@craignewmark
@larry_kurtz
@morewhit
@realmrumadrive
@ekemma
@juliancribb
@knightfdn

Top Tweeters in G1:
@morewhit
@realmrumadrive
@asu
@aspeninstitute
@mayorcantrell
@aspenideas
@danporterfield
@umiamirsmas
@jeromefosterii
@aspenagln

Top Tweeters in G2:
@juliancribb
@babette_babich
@markriva
@realjahwobble
@richardbranson
@exploratorium
@juxtapozmag
@tibethouseus
@stewartbrand
@ciis_sf

Top Tweeters in G3:
@knightfdn
@miamibeachnews
@ivanduque
@debisiaraba
@corradotopi
@francissuarez
@mayordaniella
@miamifoundation
@related_group
@olivassison

Top Tweeters in G4:
@ajenglish
@ekemma
@hkearl
@mijamjoom
@whoafro
@andrewquinn
@aspennewvoices
@atlanticfellows
@szmakka
@tokereke

Top Tweeters in G5:
@aspen_eyes
@mountainrescuer
@aspensnowmass
@aspen
@aspenande
@aspeninstsports
@aspensecurity
@aspen_ow
@michael11592625
@azmtnrescue

Top Tweeters in G6:
@youtube
@johnswren
@thefranklin
@ideacafe
@franklincircle
@freshideasgroup
@2wayprayer
@socratescafes

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

Top Tweeters in G8:
@danielesesta
@cyrsrockefeller
@scottschur1
@goonieznft
@squiggles

Top Tweeters in G9:
@annt
@trymainelee
@evolve4life1
@d_r_williams1
@drnunezsmith

Top Tweeters in G10:
@theatlantic
@822bzz
@nxthompson
@meta


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