aspenideas, Twitter, 3/31/2022 4:37:42 PM, 274062


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aspenideas_2022-03-31_09-25-26.xlsx
aspenideas_2022-03-31_09-25-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3uLFMym
@aspenideas
@aspeninstitute
@benjibacker
@francissuarez
@climatetech_vc
@aspeninnovators
@haver_mark
@miamibeachnews
@nsndc
@shoshumd

Top hashtags:
#aspenideasclimate
#climatechange
#aspenideashealth
#earthhour

Description:
Description
The graph represents a network of 84 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, 31 March 2022 at 16:25 UTC.

The requested start date was Thursday, 31 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 12-day, 1-hour, 19-minute period from Friday, 18 March 2022 at 18:49 UTC to Wednesday, 30 March 2022 at 20:08 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 : 84
Unique Edges : 101
Edges With Duplicates : 67
Total Edges : 168
Number of Edge Types : 5
Replies to : 8
Mentions : 81
Retweet : 31
MentionsInRetweet : 45
Tweet : 3
Self-Loops : 3
Reciprocated Vertex Pair Ratio : 0.100840336134454
Reciprocated Edge Ratio : 0.183206106870229
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 81
Maximum Edges in a Connected Component : 166
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.407002
Graph Density : 0.0187894434882387
Modularity : 0.457191
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 84 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, 31 March 2022 at 16:25 UTC.

The requested start date was Thursday, 31 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 12-day, 1-hour, 19-minute period from Friday, 18 March 2022 at 18:49 UTC to Wednesday, 30 March 2022 at 20:08 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:
[10] https://www.aspenideas.org/attend/climate
[2] https://www.aspenideas.org/attend/climate/speakers
[1] https://www.aspenideas.org/podcasts/unequal-from-the-start-racisms-deep-roots-in-american-medicine
[1] https://www.aspenideas.org/podcasts/atul-gawande-on-love-death-and-worth?utm_source=ActiveCampaign&utm_medium=email&utm_content=Live+from+Aspen,+It+s+Your+Favorite+Podcasts&utm_campaign=Health-+3+25+Newsletter
[1] https://web.cvent.com/event/514c601c-d021-4df6-8707-403cd761dfe1/summary?_ga=2.66898030.1560816998.1647642924-1173535066.1639406473
[1] https://www.aspenideas.org/pages/register
[1] https://twitter.com/DavidGumbsRE/status/1505906009671450629
[1] https://twitter.com/karaswisher/status/1501407753100828674
[1] https://www.aspeninstitute.org/blog-posts/madeleine-albright-1937-2022/

Top URLs in Tweet in G1:
[1] https://www.aspenideas.org/attend/climate/speakers
[1] https://www.aspenideas.org/podcasts/unequal-from-the-start-racisms-deep-roots-in-american-medicine
[1] https://web.cvent.com/event/514c601c-d021-4df6-8707-403cd761dfe1/summary?_ga=2.66898030.1560816998.1647642924-1173535066.1639406473

Top URLs in Tweet in G2:
[4] https://www.aspenideas.org/attend/climate
[1] https://www.aspeninstitute.org/blog-posts/madeleine-albright-1937-2022/

Top URLs in Tweet in G3:
[3] https://www.aspenideas.org/attend/climate
[1] https://www.aspenideas.org/attend/climate/speakers
[1] https://www.aspenideas.org/pages/register
[1] https://twitter.com/DavidGumbsRE/status/1505906009671450629

Top URLs in Tweet in G5:
[1] https://www.aspenideas.org/attend/climate

Top URLs in Tweet in G6:
[2] https://www.aspenideas.org/attend/climate

Top URLs in Tweet in G9:
[1] https://www.aspenideas.org/podcasts/atul-gawande-on-love-death-and-worth?utm_source=ActiveCampaign&utm_medium=email&utm_content=Live+from+Aspen,+It+s+Your+Favorite+Podcasts&utm_campaign=Health-+3+25+Newsletter

Top URLs in Tweet in G10:
[1] https://twitter.com/karaswisher/status/1501407753100828674

Top Domains
Top Domains in Tweet in Entire Graph:
[15] aspenideas.org
[2] twitter.com
[1] cvent.com
[1] aspeninstitute.org

Top Domains in Tweet in G1:
[2] aspenideas.org
[1] cvent.com

Top Domains in Tweet in G2:
[4] aspenideas.org
[1] aspeninstitute.org

Top Domains in Tweet in G3:
[5] aspenideas.org
[1] twitter.com

Top Domains in Tweet in G5:
[1] aspenideas.org

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] aspenideasclimate
[8] climatechange
[3] aspenideashealth
[3] earthhour
[3] philanthropyforclimate
[2] miami
[2] miamibeach
[2] flcs2022
[1] hapc
[1] gmcvb



Top Hashtags in Tweet in G1:
[3] aspenideasclimate
[3] earthhour
[3] climatechange
[1] aspenideashealth
[1] miami
[1] miamibeach
[1] gmcvb
[1] cityofmiamibeach
[1] aspeninstitute
[1] aspenideas

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

Top Hashtags in Tweet in G3:
[13] aspenideasclimate
[4] climatechange
[3] philanthropyforclimate
[1] miamibeach
[1] miami
[1] florida
[1] climateaction

Top Hashtags in Tweet in G5:
[3] aspenideasclimate
[1] flcs2022

Top Hashtags in Tweet in G6:
[4] aspenideasclimate

Top Hashtags in Tweet in G7:
[1] madeleinealbright

Top Hashtags in Tweet in G9:
[1] hapc

Top Words
Top Words in Tweet in Entire Graph:
[32] climate
[27] #aspenideasclimate
[25] miami
[23] aspenideas
[21] aspeninstitute
[18] beach
[14] excited
[14] 12
[14] solutions
[13] speaking

Top Words in Tweet in G1:
[11] climate
[11] aspenideas
[8] aspeninstitute
[6] vartan_badalian
[5] aspen
[5] news
[4] miami
[4] ideas
[3] #aspenideasclimate
[3] 12

Top Words in Tweet in G2:
[7] aspeninstitute
[5] climate
[5] miami
[4] excited
[4] #aspenideasclimate
[4] 12
[4] aspenideas
[3] beach
[3] more
[3] enjoy

Top Words in Tweet in G3:
[13] #aspenideasclimate
[9] excited
[9] share
[9] speaking
[9] first
[9] kind
[8] solutions
[7] focused
[7] person
[7] event

Top Words in Tweet in G4:
[2] opportunities
[2] events
[2] 776foundation
[2] orange
[2] silicon
[2] valley
[2] greentownlabs
[2] aspenideas
[2] jobs

Top Words in Tweet in G5:
[8] climate
[7] miami
[7] beach
[5] look
[5] forward
[5] joining
[5] incredible
[5] cohort
[5] international
[5] young

Top Words in Tweet in G6:
[4] #aspenideasclimate
[3] mayordaniella
[3] thrilled
[3] announce
[3] ll
[3] speaking
[3] year's
[3] first
[3] kind
[3] solutions

Top Words in Tweet in G7:
[6] women
[4] special
[4] place
[3] madeleine
[3] oft
[3] quoted
[3] saying
[3] hell
[3] help
[3] well

Top Words in Tweet in G8:
[2] global

Top Words in Tweet in G10:
[4] conference
[3] tech
[3] abandoning
[3] miami
[3] gay
[3] law
[3] pretty
[3] soon
[3] conferences
[2] mikegrunwald

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] miami,beach
[12] #aspenideasclimate,first
[12] first,kind
[10] kind,solutions
[9] excited,share
[9] share,speaking
[8] aspeninstitute,aspenideas
[8] solutions,focused
[8] focused,person
[8] person,event

Top Word Pairs in Tweet in G1:
[6] aspeninstitute,aspenideas
[4] aspen,ideas
[4] ideas,climate
[3] miami,beach
[3] amazing,breaking
[3] breaking,news
[3] news,incredibly
[3] incredibly,proud
[3] proud,announce
[3] announce,selected

Top Word Pairs in Tweet in G2:
[3] miami,beach
[2] pass,#aspenideasclimate
[2] #aspenideasclimate,12
[2] 12,miami
[2] beach,excited
[2] excited,joined
[2] joined,deputy
[2] deputy,wh
[2] wh,national
[2] aspenideas,breathe

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

Top Word Pairs in Tweet in G4:
[2] opportunities,events
[2] events,776foundation
[2] 776foundation,orange
[2] orange,silicon
[2] silicon,valley
[2] valley,greentownlabs
[2] greentownlabs,aspenideas
[2] aspenideas,jobs

Top Word Pairs in Tweet in G5:
[7] miami,beach
[5] look,forward
[5] forward,joining
[5] joining,incredible
[5] incredible,cohort
[5] cohort,international
[5] international,young
[5] young,climate
[5] climate,professionals
[5] professionals,miami

Top Word Pairs in Tweet in G6:
[3] thrilled,announce
[3] announce,ll
[3] ll,speaking
[3] speaking,year's
[3] year's,#aspenideasclimate
[3] #aspenideasclimate,first
[3] first,kind
[3] kind,solutions
[2] mayordaniella,thrilled
[2] solutions,focu

Top Word Pairs in Tweet in G7:
[4] special,place
[3] madeleine,oft
[3] oft,quoted
[3] quoted,saying
[3] saying,special
[3] place,hell
[3] hell,women
[3] women,help
[3] help,women
[3] women,well

Top Word Pairs in Tweet in G10:
[3] tech,conference
[3] conference,abandoning
[3] abandoning,miami
[3] miami,gay
[3] gay,law
[3] law,pretty
[3] pretty,soon
[3] soon,conferences
[2] mikegrunwald,tech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspeninstitute
@aspenideas
@miamibeachnews
@haver_mark
@aspe
@mayordaniella
@madeleine
@owenloliver
@davidgumbsre
@climatetech_vc

Top Mentioned in G1:
@aspenideas
@aspeninstitute
@miamibeachnews
@vartan_badalian
@miamiandbeaches
@climategroup
@haver_mark
@aspe
@bezosearthfund
@drandrewsteer

Top Mentioned in G2:
@aspeninstitute
@aspenideas
@nba
@alizaidi46
@google
@kateebrandt
@huprez17
@debraduardo
@heidibinko
@benjibacker

Top Mentioned in G3:
@miamibeachnews
@aspeninstitute
@owenloliver
@davidgumbsre
@aspenideas
@benbellegy
@cocacola
@rmi_islands
@wings_info

Top Mentioned in G4:
@776foundation
@greentownlabs
@aspenideas
@climatetech_vc
@rewiringamerica
@climatecap
@muusclimate
@atoneventures
@nthcycle

Top Mentioned in G5:
@haver_mark
@aspe
@aienvironment
@aspeninstitute
@aspenideas
@miamibeachnews

Top Mentioned in G6:
@mayordaniella
@jeromefosterii
@cathflowers
@mayordangelber
@francissuarez

Top Mentioned in G7:
@madeleine
@nsndc
@aspenideas

Top Mentioned in G8:
@meena

Top Mentioned in G9:
@aspeninstitute
@gawandeusaid
@rocketgirlmd

Top Mentioned in G10:
@mikegrunwald
@aspenideas

Top Tweeters
Top Tweeters in Entire Graph:
@tottenbill
@nba
@cocacola
@google
@melbourne_7
@morrigansarcher
@climategroup
@bloumatrix
@samjlong1
@miamibeachnews

Top Tweeters in G1:
@climategroup
@conservationorg
@greentechlady
@miamiandbeaches
@aspenideas
@arouge989
@msanjayan
@themiamibeachcc
@nyuempathy
@amydavidsen

Top Tweeters in G2:
@nba
@google
@aspeninstitute
@benjibacker
@francissuarez
@acc_national
@j_jmiller
@tomfarrey
@stevenarwhals
@orgrimsson

Top Tweeters in G3:
@cocacola
@melbourne_7
@samjlong1
@miamibeachnews
@davidsaulacosta
@center4native
@wings_info
@coopartnerships
@owenloliver
@benbellegy

Top Tweeters in G4:
@greentownlabs
@rewiringamerica
@climatetech_vc
@pachamainc
@nthcycle
@776foundation
@climatecap
@atoneventures
@muusclimate

Top Tweeters in G5:
@aspenfsp
@soalliance
@aienvironment
@greggershuny
@haver_mark
@davidsa05919280
@aspe

Top Tweeters in G6:
@305mosquito
@mayordaniella
@jeromefosterii
@mayordangelber
@aspeninnovators
@cathflowers
@conniegmilone

Top Tweeters in G7:
@aspenascend
@nsndc
@declansh
@madeleine

Top Tweeters in G8:
@bloumatrix
@meena
@caaspeakers

Top Tweeters in G9:
@rocketgirlmd
@shoshumd
@gawandeusaid

Top Tweeters in G10:
@tottenbill
@morrigansarcher
@mikegrunwald


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