aspenideas, Twitter, 8/18/2022 4:31:01 PM, 280298


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aspenideas_2022-08-18_09-28-02.xlsx
aspenideas_2022-08-18_09-28-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3pwdQfP
@aspenideas
@stevebrant
@aspeninstitute
@dan6power
@thefusionage
@drzobo
@ekemma
@ramonawritesla
@cntr4growth
@evanifitkillsme

Top hashtags:
#aspenideas
#aspenideashealth
#banking
#seeyounow
#latinos
#imagingthefuture

Description:
Description
The graph represents a network of 354 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, 18 August 2022 at 16:28 UTC.

The requested start date was Thursday, 18 August 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, 14-hour, 55-minute period from Thursday, 04 August 2022 at 02:00 UTC to Wednesday, 17 August 2022 at 16:55 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 : 354
Unique Edges : 557
Edges With Duplicates : 508
Total Edges : 1065
Number of Edge Types : 5
Retweet : 126
MentionsInRetweet : 319
Mentions : 505
Replies to : 105
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.056980056980057
Reciprocated Edge Ratio : 0.107816711590297
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 336
Maximum Edges in a Connected Component : 1036
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.650179
Graph Density : 0.0059378050927482
Modularity : 0.470205
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 354 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, 18 August 2022 at 16:28 UTC.

The requested start date was Thursday, 18 August 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, 14-hour, 55-minute period from Thursday, 04 August 2022 at 02:00 UTC to Wednesday, 17 August 2022 at 16:55 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:
[3] https://www.aspenideas.org/sessions/can-the-united-states-be-united-2
[2] https://www.aspenideas.org/articles/gen-z-young-scrappy-and-changing-the-world
[2] https://www.aspenideas.org/sessions/black-hole-survival-guide
[2] https://www.aspenideas.org/sessions/reducing-food-waste-and-feeding-the-hungry
[2] https://www.aspenideas.org/sessions/the-kids-are-not-alrightbut-we-can-help
[2] https://www.aspenideas.org/sessions/detoxyourfeed-workshop
[2] https://the1a.org/segments/why-banks-are-failing-millions-in-america/
[2] https://www.aspenideas.org/articles/five-things-to-know-about-monkeypox
[2] https://podcasts.apple.com/us/podcast/74-who-cares-when-nurses-leave/id1488523483?i=1000571600605
[2] https://www.aspenideas.org/articles/why-the-next-biomedical-revolution-starts-with-new-imaging-tools

Top URLs in Tweet in G1:
[2] https://www.aspenideas.org/articles/five-things-to-know-about-monkeypox
[2] https://www.aspenideas.org/articles/gen-z-young-scrappy-and-changing-the-world
[2] https://www.aspenideas.org/sessions/detoxyourfeed-workshop
[2] https://www.aspenideas.org/sessions/black-hole-survival-guide
[1] https://www.aspenideas.org/sessions/how-to-mend-our-fraying-social-fabric-town-hall
[1] https://www.aspenideas.org/sessions/the-kids-are-not-alrightbut-we-can-help
[1] https://www.aspenideas.org/sessions/taming-fire
[1] https://www.aspenideas.org/sessions/mount-sinai-health-system-presents-the-quest-for-breakthrough-therapies
[1] https://www.aspenideas.org/articles/how-to-stop-the-spread-of-fake-news-on-social-media
[1] https://twitter.com/SIfill_/status/1556778270024245255

Top URLs in Tweet in G2:
[1] https://www.aspenideas.org/sessions/can-we-put-the-pandemic-behind-us
[1] https://reason.com/2021/09/10/cnn-leana-wen-unvaccinated-travel-outdoor-ban/
[1] https://www.democracynow.org/2021/7/29/covid_19_delta_variant_leana_wen
[1] https://www.youtube.com/watch?v=J3_UPuNxx74&feature=youtu.be

[1] https://mobile.twitter.com/DrLeanaWen/status/1482116843171102722
[1] https://mobile.twitter.com/DrLeanaWen/status/1496260637168709632
[1] https://mobile.twitter.com/luckytran/status/1550585852652392448
[1] https://www.health.com/condition/infectious-diseases/coronavirus/why-does-omicron-spread-more-rapidly
[1] https://lmgtfy.app/?q=analogy

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=lsK6YDkbcs8&feature=youtu.be

[1] https://www.nytimes.com/2022/06/24/opinion/trump-jan-6-prosecution.html
[1] https://www.today.com/video/why-selma-blair-was-so-thrilled-to-finally-receive-a-diagnosis-143257669528
[1] https://www.washingtonpost.com/opinions/2022/08/01/democratic-party-future-michael-sandel-bennet-common-good/
[1] https://www.youtube.com/watch?v=lsK6YDkbcs8

[1] https://twitter.com/KyivAspen/status/1558019207287123968
[1] https://send.monobank.ua/jar/3inG6tULuj

Top URLs in Tweet in G4:
[2] https://podcasts.apple.com/us/podcast/74-who-cares-when-nurses-leave/id1488523483?i=1000571600605
[1] https://www.nursingworld.org/practice-policy/innovation/podcast/?utm_campaign=392762_2022_ANA_JnJ_SYNPodcast_AUG_4400&utm_source=twitter&utm_medium=social&utm_content=ALL_1000x678_FREE_DL#ep74

Top URLs in Tweet in G5:
[1] https://twitter.com/aspenideas/status/1557790709779992576

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/pulse/careers-skills-thats-what-were-talking-ramona-schindelheim

Top URLs in Tweet in G7:
[1] https://www.u-school.org/offerings/ulab-1x-2022

Top URLs in Tweet in G9:
[2] https://the1a.org/segments/why-banks-are-failing-millions-in-america/
[1] https://www.youtube.com/watch?v=BPzhzq5_1Hg

[1] https://data.org/news/key-trends-ai/?et_cid=149160&et_subid=22676016&et_mid=6331618

Top URLs in Tweet in G10:
[1] https://www.change.org/p/form-a-model-white-house-cabinet-like-model-un

Top Domains
Top Domains in Tweet in Entire Graph:
[44] aspenideas.org
[13] twitter.com
[7] youtube.com
[2] the1a.org
[2] apple.com
[1] unfinished.com
[1] reason.com
[1] democracynow.org
[1] linkedin.com
[1] health.com

Top Domains in Tweet in G1:
[32] aspenideas.org
[3] twitter.com
[1] unfinished.com
[1] youtube.com
[1] hhph.org
[1] tulsainnovationlabs.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] aspenideas.org
[1] reason.com
[1] democracynow.org
[1] youtube.com
[1] health.com
[1] lmgtfy.app

Top Domains in Tweet in G3:
[2] youtube.com
[1] nytimes.com
[1] today.com
[1] washingtonpost.com
[1] twitter.com
[1] monobank.ua

Top Domains in Tweet in G4:
[2] apple.com
[1] nursingworld.org

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

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

Top Domains in Tweet in G7:
[1] u-school.org

Top Domains in Tweet in G9:
[2] the1a.org
[1] youtube.com
[1] data.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[47] aspenideas
[10] aspenideashealth
[8] banking
[7] seeyounow
[6] latinos
[3] imagingthefuture
[3] fbfriday
[3] tripswaiver
[2] tech
[2] unbanked



Top Hashtags in Tweet in G1:
[31] aspenideas
[7] aspenideashealth
[3] fbfriday
[3] tripswaiver
[1] monkeypox
[1] latinos
[1] banking
[1] aspenideasclimate
[1] chipsact
[1] unfinishedlive

Top Hashtags in Tweet in G3:
[5] aspenideas
[1] luzionprotocol
[1] revolution
[1] apocalypse

Top Hashtags in Tweet in G4:
[7] seeyounow
[2] anainnovation
[1] nursetwitter
[1] aspenideashealth

Top Hashtags in Tweet in G6:
[1] jobs
[1] skills
[1] linkedin
[1] leadership
[1] trending
[1] tedx
[1] job
[1] business
[1] women
[1] nyt

Top Hashtags in Tweet in G7:
[1] leadingfromtheemergingfuture
[1] startrek

Top Hashtags in Tweet in G9:
[7] banking
[5] latinos
[2] unbanked
[2] financialinclusion
[1] inclusivegrowth
[1] aspenideas
[1] scifoo
[1] ai

Top Words
Top Words in Tweet in Entire Graph:
[218] aspenideas
[69] ericmwachter
[68] drleanawen
[47] #aspenideas
[35] watch
[28] more
[27] re
[23] age
[21] health
[20] lucky

Top Words in Tweet in G1:
[45] aspenideas
[31] #aspenideas
[24] watch
[23] age
[23] re
[20] lucky
[15] paulinaporizkov
[14] more
[12] aging
[11] ceo

Top Words in Tweet in G2:
[69] ericmwachter
[69] aspenideas
[68] drleanawen
[14] collettecowan
[12] covid
[12] austonwhite3
[11] point
[11] djdynamicnc
[8] public
[7] turning

Top Words in Tweet in G3:
[13] aspenideas
[12] aspeninstitute
[7] brianbrooksus
[6] cryptocurrency
[5] #aspenideas
[4] ukraine
[4] live
[4] ylanmui
[4] brooksentwistle
[4] trustworthy

Top Words in Tweet in G4:
[11] aspenideas
[7] ananursingworld
[7] #seeyounow
[7] team
[7] festival
[7] last
[7] month
[7] join
[7] conversation
[7] cares

Top Words in Tweet in G5:
[16] aidankohnmurphy
[14] aspenideas
[14] genzforchange
[13] high
[13] school
[13] went
[13] organizing
[13] phone
[13] bank
[13] founding

Top Words in Tweet in G6:
[7] linkedin
[6] workingknowledge
[6] newsletter
[6] live
[6] careers
[6] skills
[6] talking
[5] ramonawritesla
[2] aspenideas

Top Words in Tweet in G8:
[3] drzobo
[3] henshawkate
[3] miss_aire
[3] officialhauwaa
[3] gwfellow
[3] aspeninnovators
[3] aspeninstitute
[3] aspennewvoices
[3] aspenideas
[2] atlanticfellows

Top Words in Tweet in G9:
[7] access
[7] #banking
[6] icymi
[6] mikhailovdanil
[5] #latinos
[5] more
[5] twice
[5] proper
[5] services
[5] sixty

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[59] drleanawen,ericmwachter
[59] ericmwachter,aspenideas
[20] re,lucky
[14] high,school
[14] school,aidankohnmurphy
[14] aidankohnmurphy,went
[14] went,organizing
[14] organizing,phone
[14] phone,bank
[14] bank,founding

Top Word Pairs in Tweet in G1:
[20] re,lucky
[10] aging,choice
[10] choice,age
[10] age,re
[10] lucky,re
[10] lucky,age
[10] age,privilege
[10] privilege,paulinaporizkov
[10] paulinaporizkov,watch
[9] aspenideas,aging

Top Word Pairs in Tweet in G2:
[59] drleanawen,ericmwachter
[59] ericmwachter,aspenideas
[13] collettecowan,drleanawen
[9] drleanawen,aspenideas
[7] turning,point
[7] djdynamicnc,collettecowan
[7] ericmwachter,drleanawen
[6] austonwhite3,collettecowan
[6] austonwhite3,drleanawen
[5] leana,wen

Top Word Pairs in Tweet in G3:
[4] cryptocurrency,trustworthy
[4] trustworthy,alternative
[4] alternative,dangerous
[4] dangerous,speculation
[4] speculation,brianbrooksus
[4] brianbrooksus,bitfurygroup
[3] aspenideas,festival
[3] aspeninstitute,cryptocurrency
[3] bitfurygroup,brooksentwistl
[2] #aspenideas,rickhasen

Top Word Pairs in Tweet in G4:
[7] #seeyounow,team
[7] team,aspenideas
[7] aspenideas,festival
[7] festival,last
[7] last,month
[7] month,join
[7] join,conversation
[7] conversation,cares
[7] cares,nurses
[7] nurses,leave

Top Word Pairs in Tweet in G5:
[13] aspenideas,high
[13] high,school
[13] school,aidankohnmurphy
[13] aidankohnmurphy,went
[13] went,organizing
[13] organizing,phone
[13] phone,bank
[13] bank,founding
[13] founding,genzforchange
[13] genzforchange,nonprofit

Top Word Pairs in Tweet in G6:
[6] workingknowledge,newsletter
[6] newsletter,live
[6] live,linkedin
[6] linkedin,careers
[6] careers,skills
[6] skills,talking
[5] ramonawritesla,workingknowledge

Top Word Pairs in Tweet in G8:
[3] henshawkate,miss_aire
[3] miss_aire,officialhauwaa
[3] officialhauwaa,gwfellow
[3] gwfellow,aspeninnovators
[3] aspeninnovators,aspeninstitute
[3] aspeninstitute,aspennewvoices
[3] aspennewvoices,aspenideas
[2] aspenideas,atlanticfellows
[2] atlanticfellows,premiumtimesng
[2] premiumtimesng,theafricareport

Top Word Pairs in Tweet in G9:
[5] #latinos,more
[5] more,twice
[5] twice,access
[5] access,proper
[5] proper,#banking
[5] #banking,services
[5] services,sixty
[5] sixty,million
[4] cntr4growth,icymi
[4] icymi,check

Top Replied-To
Top Replied-To in Entire Graph:
@drleanawen
@djdynamicnc
@aspenideas
@austonwhite3
@trishthedish_7
@ericmwachter
@davidwestin
@speedandscale
@aspeninstitute
@pavlokovtonyuk

Top Replied-To in G1:
@aspenideas

Top Replied-To in G2:
@drleanawen
@djdynamicnc
@austonwhite3
@trishthedish_7
@ericmwachter
@collettecowan
@rawlinsongerry
@gualtieri_c

Top Replied-To in G3:
@aspeninstitute
@aspenideas
@pavlokovtonyuk
@brooksentwistle

Top Replied-To in G4:
@cindyrussell2
@orianabeaudet
@ananursingworld

Top Replied-To in G5:
@aspenideas

Top Replied-To in G8:
@drzobo
@ekemma

Top Replied-To in G9:
@datadotorg

Top Replied-To in G10:
@garywockner

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@ericmwachter
@drleanawen
@aidankohnmurphy
@genzforchange
@aspeninstitute
@paulinaporizkov
@hillaryclinton
@collettecowan
@hal_harvey

Top Mentioned in G1:
@aspenideas
@paulinaporizkov
@j_cruel
@azarnafisi
@simplyzinhle
@helenbranswell
@lorirosebenson
@aspeninstitute
@jessweiner
@whitwolfeherd

Top Mentioned in G2:
@aspenideas
@ericmwachter
@drleanawen
@collettecowan
@austonwhite3
@chrisblock2

Top Mentioned in G3:
@aspenideas
@aspeninstitute
@brianbrooksus
@ylanmui
@bitfurygroup
@brooksentwistle
@uhcteamua
@rickhasen
@nytimes

Top Mentioned in G4:
@aspenideas
@chrisfriese_rn
@chrisbarsottimd
@ananursingworld
@jnjnursing
@amerihealthdc
@orianabeaudet
@shawnabutlerrn
@umichnursing
@amcaritas

Top Mentioned in G5:
@aidankohnmurphy
@genzforchange
@aspenideas

Top Mentioned in G6:
@linkedin
@ramonawritesla
@aspenideas
@workingnation
@jfftweets
@shrm
@disabilityin
@workforceincl
@sxswedu
@quorumanalytics

Top Mentioned in G7:
@presencing_inst
@marymcdonnell10
@susaneisenberg1
@evolutionshift
@dalebiron
@bobone4all
@barbarahankins1
@hlovins
@rianeeisler
@bbiconsultant

Top Mentioned in G8:
@henshawkate
@miss_aire
@officialhauwaa
@gwfellow
@aspeninnovators
@aspeninstitute
@aspennewvoices
@aspenideas
@atlanticfellows
@premiumtimesng

Top Mentioned in G9:
@aspenideas
@cntr4growth
@mikhailovdanil
@datadotorg
@cogx_festival
@aspenlatinos
@mastercard
@aspe
@aspenpie

Top Mentioned in G10:
@robathon16
@andrewyang
@fwd_party
@aspenideas
@votesustainable
@kittyboone
@inthistogether0
@representus
@honkelthomson

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@bob_stinson1234
@business
@bassaces1
@vaw511
@nytimes
@nartist
@washingtonpost
@gpbgeorge
@nbcnews

Top Tweeters in G1:
@bob_stinson1234
@gpbgeorge
@ziyaggy
@sussrbr
@fernandomunioz7
@mycatsmom99
@warriortilend
@daroldcuba
@sperlock222
@hackingracism

Top Tweeters in G2:
@djdynamicnc
@lawriter
@austonwhite3
@olliemcclellan
@mmaniac90
@trishthedish_7
@codexeditor
@jennarlisa
@drleanawen
@gardengirl778

Top Tweeters in G3:
@nytimes
@washingtonpost
@todayshow
@wef
@rickhasen
@frg_berlin_gdr
@bloumatrix
@aspeninstitute
@ylanmui
@globalshapers

Top Tweeters in G4:
@ananursingworld
@umichnursing
@adoteymichell
@shawnabutlerrn
@jnjnursing
@anaethics
@cindyrussell2
@researchaffirm
@orianabeaudet
@rebeccamcinroy

Top Tweeters in G5:
@seanflan45
@mummacity
@sarahwh50688441
@ericpliu
@edward_breslin
@cogitomundi
@giordanoisabel
@dellavolpe
@wethepeoplethe3
@aebrennen

Top Tweeters in G6:
@shrm
@tedtalks
@peteracallstrom
@jfftweets
@linkedin
@disabilityin
@workingnation
@opptyatwork
@onelocalfamily
@tedfellow

Top Tweeters in G7:
@stevebrant
@susaneisenberg1
@bobone4all
@evolutionshift
@marymcdonnell10
@hlovins
@rianeeisler
@tedchris
@dalebiron
@presencing_inst

Top Tweeters in G8:
@premiumtimesng
@henshawkate
@ekemma
@nighealthwatch
@theafricareport
@drzobo
@miss_aire
@aspennewvoices
@atlanticfellows
@whonigeria

Top Tweeters in G9:
@mastercard
@aaronsonsusan
@nmsdchq
@cogx_festival
@cntr4growth
@greysonnation
@mikhailovdanil
@aspenlatinos
@datadotorg
@aspenpie

Top Tweeters in G10:
@votesustainable
@andrewyang
@representus
@garywockner
@kittyboone
@fwd_party
@dan6power
@honkelthomson
@inthistogether0
@robathon16


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