aspenideas, Twitter, 12/1/2022 5:54:17 PM, 285294


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aspenideas_2022-12-01_09-28-02.xlsx
aspenideas_2022-12-01_09-28-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3gRAIFP
@aspenideas
@solarforgood
@yamiche
@_marcus_bullock
@aspenpsi
@bytemarks
@ambankstw
@pangnamfeng3826
@mrwbond
@rohinianandphd

Top hashtags:
#aspenideashealth
#aspenideas
#aspenideasclimate
#givingtuesday
#longcovid

Description:
Description
The graph represents a network of 78 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, 01 December 2022 at 17:28 UTC.

The requested start date was Thursday, 01 December 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, 9-hour, 1-minute period from Thursday, 17 November 2022 at 14:04 UTC to Wednesday, 30 November 2022 at 23:06 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 : 78
Unique Edges : 107
Edges With Duplicates : 63
Total Edges : 170
Number of Edge Types : 5
Mentions : 75
Replies to : 15
Retweet : 23
MentionsInRetweet : 41
Tweet : 16
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0775862068965517
Reciprocated Edge Ratio : 0.144
Connected Components : 6
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 61
Maximum Edges in a Connected Component : 155
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.251303
Graph Density : 0.0208125208125208
Modularity : 0.446678
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 78 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, 01 December 2022 at 17:28 UTC.

The requested start date was Thursday, 01 December 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, 9-hour, 1-minute period from Thursday, 17 November 2022 at 14:04 UTC to Wednesday, 30 November 2022 at 23:06 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:
[5] https://www.aspenideas.org/attend/festival
[2] https://www.aspenideas.org/podcasts/rewilding-the-land
[2] https://www.aspenideas.org/attend/climate
[2] https://www.aspenideas.org/attend/health
[1] https://www.aspenideas.org/sessions/america-the-beautiful
[1] https://www.aspenideas.org/sessions/book-talk-american-detox
[1] https://www.aspenideas.org/podcasts/encore-bad-things-do-happen-to-good-people
[1] https://www.aspenideas.org/articles/how-to-make-and-keep-friends
[1] https://aspenfutureleaders.wufoo.com/forms/q1ltmixf1bwegme/
[1] https://www.aspenideas.org/collections/making-work-work-for-everybody

Top URLs in Tweet in G1:
[5] https://www.aspenideas.org/attend/festival
[2] https://www.aspenideas.org/attend/climate
[2] https://www.aspenideas.org/attend/health
[1] https://www.aspenideas.org/sessions/america-the-beautiful
[1] https://www.aspenideas.org/collections/15-talks-to-understand-the-2022-political-landscape
[1] https://www.aspenideas.org/podcasts/the-most-important-rule-for-a-more-civil-thanksgiving-no-eye-rolling
[1] https://www.aspenideas.org/collections/breaking-the-silence-and-opening-up-about-mental-health
[1] https://www.aspenideas.org/pages/2023-aspen-ideas-festival-program-tracks
[1] https://www.aspenideas.org/pages/2023-aspen-ideas-health-program-tracks
[1] https://www.aspenideas.org/collections/highlights-from-aspen-ideas-climate-2022

Top URLs in Tweet in G2:
[1] https://www.aspenideas.org/sessions/explainer-david-putrino-on-long-covid?utm_source=google&utm_medium=adgrant&utm_campaign=Dynamic&utm_term=&gclid=Cj0KCQiAsoycBhC6ARIsAPPbeLsM2u2T7LGhZlIzuSqQG6_HzzMLBMC911L54QiV0gsc4uO8uy6A0MUaAi9nEALw_wcB

Top URLs in Tweet in G4:
[1] https://www.nbcnews.com/video/hillary-clinton-stephen-hadley-discuss-legacy-of-madeleine-albright-143125573865

Top URLs in Tweet in G7:
[1] https://www.aspenideas.org/sessions/building-careers-after-incarceration

Top URLs in Tweet in G8:
[1] https://www.aspenideas.org/podcasts/how-to-build-diversity-equity-and-inclusion-that-sticks

Top URLs in Tweet in G10:
[1] https://twitter.com/aspenideas/status/1542547991210385408

Top Domains
Top Domains in Tweet in Entire Graph:
[32] aspenideas.org
[3] twitter.com
[1] wufoo.com
[1] nbcnews.com
[1] aspendailynews.com
[1] aspenideasclimate.org

Top Domains in Tweet in G1:
[25] aspenideas.org
[2] twitter.com
[1] aspenideasclimate.org
[1] wufoo.com
[1] aspendailynews.com

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

Top Domains in Tweet in G4:
[1] nbcnews.com

Top Domains in Tweet in G7:
[1] aspenideas.org

Top Domains in Tweet in G8:
[1] aspenideas.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] aspenideashealth
[7] aspenideas
[2] aspenideasclimate
[2] givingtuesday
[2] longcovid
[1] nativeamericanheritagemonth
[1] rei
[1] msu
[1] cced
[1] dei



Top Hashtags in Tweet in G1:
[8] aspenideashealth
[6] aspenideas
[2] aspenideasclimate
[1] aspenideastogo

Top Hashtags in Tweet in G8:
[1] dei
[1] aspenideashealth

Top Hashtags in Tweet in G9:
[2] longcovid
[2] aspenideashealth
[1] aspenideas

Top Hashtags in Tweet in G10:
[1] stephspeirs

Top Words
Top Words in Tweet in Entire Graph:
[37] aspenideas
[19] more
[15] 2023
[13] aspen
[12] climate
[11] #aspenideashealth
[11] listen
[11] learn
[9] early
[9] conversations

Top Words in Tweet in G1:
[15] more
[12] aspenideas
[11] 2023
[9] climate
[8] #aspenideashealth
[8] learn
[6] early
[6] #aspenideas
[6] conversations
[6] biggest

Top Words in Tweet in G3:
[7] aspenideas
[6] aidankohnmurphy
[5] forbes
[5] genzforchange
[5] forbesunder30
[4] aidan
[3] congrats
[2] summer
[2] aspen

Top Words in Tweet in G4:
[4] former
[3] sec
[2] nbcnews
[2] moderated
[2] state
[2] panel
[2] hillaryclinton
[2] video
[2] aspenideas
[2] national

Top Words in Tweet in G5:
[6] writer
[4] anniemurphypaul
[4] jayvanbavel
[4] aspenideas
[4] cduhigg
[3] professor
[3] br
[3] nyu
[3] listen
[3] psychology

Top Words in Tweet in G6:
[4] aspenideas
[3] aspeninstitute
[2] more
[2] danporterfield
[2] 2023
[2] abt

Top Words in Tweet in G7:
[4] believe
[2] redemption
[2] repentance
[2] rehabilitation
[2] aspenideas
[2] stewart

Top Words in Tweet in G8:
[4] aspenideas
[2] conversations
[2] 12
[2] offer
[2] proven
[2] book
[2] 31
[2] learn
[2] early
[2] principles

Top Words in Tweet in G9:
[3] think
[2] putrino
[2] #longcovid
[2] activity
[2] safe
[2] person
[2] #aspenideashealth
[2] phd
[2] david
[2] things

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] learn,more
[9] early,bird
[8] bird,rates
[8] 12,31
[7] available,12
[7] more,2023
[7] rates,available
[7] join,conversations
[7] events,join
[7] 31,climate

Top Word Pairs in Tweet in G1:
[8] learn,more
[6] early,bird
[5] biggest,sources
[5] 12,31
[5] rbeaulotto,awe
[5] neuroscientist,rbeaulotto
[5] unwellness,argues
[5] bird,rates
[5] sources,emotional
[5] one,biggest

Top Word Pairs in Tweet in G3:
[5] forbes,aspenideas
[4] aidankohnmurphy,forbesunder30
[4] forbesunder30,genzforchange
[4] genzforchange,forbes
[2] aspenideas,congrats

Top Word Pairs in Tweet in G4:
[2] former,sec
[2] nbcnews,aspenideas
[2] aspenideas,panel
[2] state,hillaryclinton
[2] former,national
[2] full,video
[2] moderated,former
[2] video,nbcnews
[2] panel,moderated
[2] sec,state

Top Word Pairs in Tweet in G5:
[3] nyu,psychology
[3] cduhigg,discuss
[3] anniemurphypaul,nyu
[3] writer,anniemurphypaul
[3] writer,cduhigg
[3] professor,jayvanbavel
[3] psychology,professor
[3] discuss,br
[3] listen,science
[3] aspenideas,listen

Top Word Pairs in Tweet in G6:
[2] aspeninstitute,danporterfield
[2] danporterfield,aspenideas

Top Word Pairs in Tweet in G7:
[2] stewart,aspenideas
[2] repentance,rehabilitation
[2] believe,redemption
[2] rehabilitation,stewart
[2] redemption,believe
[2] believe,repentance

Top Word Pairs in Tweet in G8:
[2] learn,more
[2] principles,organizations
[2] last,year
[2] events,join
[2] offer,proven
[2] rohinianandphd,joined
[2] proven,principles
[2] join,conversations
[2] 12,31
[2] more,2023

Top Word Pairs in Tweet in G9:
[2] #longcovid,#aspenideashealth
[2] #aspenideashealth,single
[2] important,things
[2] phd,discusses
[2] think,safe
[2] three,important
[2] putrino,phd
[2] safe,activity
[2] single,person
[2] discusses,three

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@forbesunder30
@genzforchange
@forbes
@rbeaulotto
@anniemurphypaul
@jayvanbavel
@cduhigg
@ambankstw
@rohinianandphd

Top Mentioned in G1:
@aspenideas
@rbeaulotto
@ambankstw
@baratunde
@solarforgood
@anniemurphypaul
@jayvanbavel
@cduhigg
@aidankohnmurphy
@forbesunder30

Top Mentioned in G2:
@drjohnm
@vprasadmdmph
@pash22
@flakebarmer
@raj_mehta
@tompmarshall
@kindred_health
@hmkyale

Top Mentioned in G3:
@aspenideas
@forbesunder30
@genzforchange
@forbes
@aidankohnmurphy

Top Mentioned in G4:
@nbcnews
@aspenideas
@hillaryclinton
@yamiche
@stephenhadley

Top Mentioned in G5:
@anniemurphypaul
@jayvanbavel
@cduhigg
@aspenideas

Top Mentioned in G6:
@aspenideas
@danporterfield
@aspeninstitute

Top Mentioned in G7:
@stewart
@aspenideas
@_marcus_bullock
@slack

Top Mentioned in G8:
@aspenideas
@rohinianandphd
@aspenascend

Top Mentioned in G9:
@mountsinainyc
@putrinolab

Top Mentioned in G10:
@aspenideas
@bytemarkscafe
@solarforgood

Top Tweeters
Top Tweeters in Entire Graph:
@e2dot7182818284
@forbes
@nbcnews
@pash22
@janecoaston
@mamatoronto
@rns
@emmillerwrites
@clalter59
@mrwbond

Top Tweeters in G1:
@e2dot7182818284
@janecoaston
@rns
@emmillerwrites
@miamibeachnews
@justrashad
@gadinbc
@kkellyyoga
@baratunde
@aspendailynews

Top Tweeters in G2:
@pash22
@mrwbond
@vprasadmdmph
@drjohnm
@tompmarshall
@hmkyale
@raj_mehta
@flakebarmer
@richardlehman1
@kindred_health

Top Tweeters in G3:
@forbes
@clalter59
@forbesunder30
@johnhicks00
@ajb_416
@chariieray
@aidankohnmurphy
@laurenfitz016
@genzforchange

Top Tweeters in G4:
@nbcnews
@yamiche
@hillaryclinton
@stephenhadley
@pangnamfeng3826

Top Tweeters in G5:
@cduhigg
@anniemurphypaul
@jayvanbavel
@powerofusbook
@alim63682813

Top Tweeters in G6:
@aspeninstitute
@joanna_haugen
@danporterfield
@panpalino1
@ahsential

Top Tweeters in G7:
@jazzyjtyler
@stewart
@slack
@_marcus_bullock

Top Tweeters in G8:
@aspenascend
@nsndc
@rohinianandphd

Top Tweeters in G9:
@mamatoronto
@mountsinainyc
@putrinolab

Top Tweeters in G10:
@bytemarks
@solarforgood
@bytemarkscafe