aspen institute, Twitter, 8/6/2020 9:44:41 PM, 232033


FAQ | Problem?

aspen institute_2020-08-06_09-04-01.xlsx
aspen institute_2020-08-06_09-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
aspen institute via NodeXL https://bit.ly/3i9Ee9s
@aspeninstitute
@ktownforall
@mhmsmcom
@erickmarincr
@aspencsg
@kimwehle
@2ndavelearning
@drchrismd
@psb_dc
@spettypi

Top hashtags:
#tg2post
#30luglio
#employeeownership
#iran
#impactinvesting
#women
#bauhaus100

Description:
Description
The graph represents a network of 734 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 August 2020 at 16:05 UTC.

The requested start date was Thursday, 06 August 2020 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, 17-hour, 35-minute period from Thursday, 23 July 2020 at 04:17 UTC to Wednesday, 05 August 2020 at 21:52 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 : 734
Unique Edges : 459
Edges With Duplicates : 753
Total Edges : 1212
Number of Edge Types : 5
Retweet : 351
MentionsInRetweet : 475
Tweet : 145
Mentions : 188
Replies to : 53
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.0359281437125748
Reciprocated Edge Ratio : 0.069364161849711
Connected Components : 188
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 131
Maximum Edges in a Connected Component : 217
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.640327
Graph Density : 0.00128619275791696
Modularity : 0.584062
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 734 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 August 2020 at 16:05 UTC.

The requested start date was Thursday, 06 August 2020 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, 17-hour, 35-minute period from Thursday, 23 July 2020 at 04:17 UTC to Wednesday, 05 August 2020 at 21:52 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 : aspen institute
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:
[14] https://www.aspeninstitute.org/blog-posts/structural-racism-definition/
[10] https://www.aspeninstitute.org/blog-posts/costa-rica-searching-for-new-frontier-in-an-effort-to-treat-covid-19/
[7] https://www.philanthropy.com/article/Aspen-Institute-Selects-New/249243
[6] https://www.aspeninstitute.org/blog-posts/20-million-renters-are-at-risk-of-eviction/
[4] https://www.aspeninstitute.org/events/delivering-credit-to-entrepreneurs-of-color-impacted-by-covid-19-why-community-financial-institutions-are-essential/
[4] https://www.aspeninstitute.org/blog-posts/rep-john-lewis-on-the-unfinished-work-in-the-civil-rights-movement/
[4] https://archive.org/details/WhatDifferenceDoesItMakePartTwo
[3] https://apnews.com/833d91877e2f0fa913c5258978a9e83c
[3] https://ascend.aspeninstitute.org/new-report-offers-bold-ideas-for-families/
[3] https://www.aspeninstitute.org/blog-posts/rep-john-lewis-on-the-unfinished-work-in-the-civil-rights-movement/?utm_source=iContact&utm_medium=email&utm_campaign=the-aspen-institute&utm_content=July+Newsletter+07.31.20

Top URLs in Tweet in G1:
[3] https://ascend.aspeninstitute.org/new-report-offers-bold-ideas-for-families/
[3] https://archive.org/details/WhatDifferenceDoesItMakePartTwo
[2] https://www.aspeninstitute.org/blog-posts/rep-john-lewis-on-the-unfinished-work-in-the-civil-rights-movement/
[2] https://www.philanthropy.com/article/Aspen-Institute-Selects-New/249243?utm_source=dlvr.it&utm_medium=twitter
[2] https://ascend.aspeninstitute.org/resources/aspen-institute-postsecondary-success-for-parents-initiative-advisors-booklet/
[2] https://apnews.com/833d91877e2f0fa913c5258978a9e83c
[2] https://ascend.aspeninstitute.org/new-index-highlights-leading-innovations-for-family-prosperity/
[1] https://www.linkedin.com/slink?code=eQvpp5X
[1] https://www.aspenprojectplay.org/youth-sports-facts
[1] https://www.aspenprojectplay.org/coronavirus-and-youth-sports/reports/2020/6/8/why-the-time-is-now-to-coach-mental-health-in-youth-sports

Top URLs in Tweet in G3:
[7] https://www.philanthropy.com/article/Aspen-Institute-Selects-New/249243
[3] https://www.aspeninstitute.org/blog-posts/20-million-renters-are-at-risk-of-eviction/
[3] https://www.aspeninstitute.org/blog-posts/structural-racism-definition/
[2] https://www.aspeninstitute.org/blog-posts/10-movements-moments-confront-systemic-racism-america/?utm_source=iContact&utm_medium=email&utm_campaign=the-aspen-institute&utm_content=July+Newsletter+07.31.20
[2] https://www.aspeninstitute.org/blog-posts/the-most-vulnerable-small-businesses-and-communities-will-be-left-behind-without-targeted-action-the-fed-and-treasury-can-make-sure-they-are-not/
[2] https://www.aspeninstitute.org/blog-posts/rep-john-lewis-on-the-unfinished-work-in-the-civil-rights-movement/?utm_source=iContact&utm_medium=email&utm_campaign=the-aspen-institute&utm_content=July+Newsletter+07.31.20
[2] https://www.aspeninstitute.org/blog-posts/19th-amendment-at-100-years-suffrage-equality/?utm_source=iContact&utm_medium=email&utm_campaign=the-aspen-institute&utm_content=July+Newsletter+07.31.20
[2] https://www.aspeninstitute.org/blog-posts/10-movements-moments-confront-systemic-racism-america/
[2] https://www.aspeninstitute.org/of-interest/aspen-institute-seeks-vice-president-people-culture/
[2] https://www.aspeninstitute.org/blog-posts/rep-john-lewis-on-the-unfinished-work-in-the-civil-rights-movement/

Top URLs in Tweet in G5:
[1] https://en.m.wikipedia.org/wiki/Aspen_Institute

Top URLs in Tweet in G6:
[1] https://twitter.com/angelinaddrake/status/1290698419099533312
[1] https://twitter.com/aspeninstitute/status/1287781065873121283
[1] https://www.aspeninstitute.org/longform/ideas-the-magazine-of-the-aspen-institute-winter-2018-2019/stake-your-claim/
[1] https://www.fiftybyfifty.org/2020/07/race-equity-and-the-transformative-power-of-employee-ownership/
[1] https://institute.jpmorganchase.com/institute/research/small-business/report-small-business-financial-outcomes-during-the-covid-19-pandemic

Top URLs in Tweet in G7:
[1] https://www.thegatewaypundit.com/2020/07/official-america-following-chinas-lead-contact-tracing-say-goodbye-freedom-hello-state-control/

Top URLs in Tweet in G8:
[1] https://twitter.com/TheChillum/status/1037936422483886080

Top URLs in Tweet in G9:
[1] https://www.manufacturedhomepronews.com/grapes-of-wrath-massive-foreclosure-evictions-wave-looms-threatens-housing-usual-suspects-gates-buffett-soros-lurk-in-rigged-system-aspen-institute-covid19-eviction-project-plot/
[1] https://www.aspeninstitute.org/blog-posts/20-million-renters-are-at-risk-of-eviction/

Top URLs in Tweet in G10:
[1] https://archive.org/details/WhatDifferenceDoesItMakePartTwo

Top Domains
Top Domains in Tweet in Entire Graph:
[88] aspeninstitute.org
[11] twitter.com
[9] aspenprojectplay.org
[9] philanthropy.com
[4] apnews.com
[4] archive.org
[4] youtube.com
[2] economicstrategygroup.org
[2] zoom.us
[2] antoinebethea.com

Top Domains in Tweet in G1:
[14] aspeninstitute.org
[5] aspenprojectplay.org
[3] archive.org
[3] apnews.com
[2] twitter.com
[2] philanthropy.com
[1] linkedin.com
[1] co.id
[1] 7thspace.com
[1] youtube.com

Top Domains in Tweet in G3:
[38] aspeninstitute.org
[7] philanthropy.com
[1] twitter.com
[1] wearegolf.org
[1] medium.com

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

Top Domains in Tweet in G6:
[2] twitter.com
[1] aspeninstitute.org
[1] fiftybyfifty.org
[1] jpmorganchase.com

Top Domains in Tweet in G7:
[1] thegatewaypundit.com

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

Top Domains in Tweet in G9:
[1] manufacturedhomepronews.com
[1] aspeninstitute.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] tg2post
[11] 30luglio
[10] employeeownership
[8] iran
[8] impactinvesting
[3] women
[2] bauhaus100
[2] covid19
[2] oacp
[2] ab3056



Top Hashtags in Tweet in G1:
[1] unite2pla
[1] nationalyouthsportsday
[1] familyprosperity
[1] freecamp
[1] 501c3
[1] soccer
[1] youthsports
[1] aspensecurity

Top Hashtags in Tweet in G2:
[1] cancelrent

Top Hashtags in Tweet in G3:
[2] bauhaus100
[1] siaworks
[1] blockchain
[1] digitaltransformation
[1] digital
[1] tech
[1] technology
[1] work
[1] trabajo
[1] society

Top Hashtags in Tweet in G6:
[10] employeeownership
[8] impactinvesting

Top Hashtags in Tweet in G8:
[1] propagandawars

Top Hashtags in Tweet in G9:
[1] rigged
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[522] aspen
[499] institute
[232] million
[225] risk
[213] according
[137] eviction
[118] people
[112] 23
[107] being
[106] nationwide

Top Words in Tweet in G1:
[106] aspen
[104] institute
[67] 23
[66] million
[65] risk
[64] according
[64] people
[63] nationwide
[63] being
[63] evicted

Top Words in Tweet in G2:
[93] according
[93] latest
[93] estimates
[93] aspen
[93] institute
[93] million
[93] angelenos
[93] risk
[93] eviction
[93] times

Top Words in Tweet in G3:
[57] institute
[52] aspen
[46] aspeninstitute
[11] program
[9] million
[9] act
[8] racism
[7] renters
[7] eviction
[7] lead

Top Words in Tweet in G4:
[34] secretary
[34] defense
[34] mark
[34] esper
[34] beirut
[34] explosion
[34] believe
[34] accident
[34] reported
[34] nothing

Top Words in Tweet in G5:
[29] year
[29] 2010
[29] aspen
[29] institute
[29] think
[29] tank
[29] comprised
[29] billionaires
[29] trying
[29] solve

Top Words in Tweet in G6:
[10] institute
[10] #employeeownership
[9] aspen
[8] jobs
[8] todd
[8] leverette
[8] institute_coop
[8] broaden
[8] definition
[8] #impactinvesting

Top Words in Tweet in G7:
[15] 2019
[11] aspen
[11] institute
[10] august
[9] deal
[6] virus
[6] 100
[6] billion
[6] reps
[6] cdc

Top Words in Tweet in G8:
[7] institute
[5] former
[5] aspen
[4] carrollquigley1
[4] vasyl
[3] dossier
[3] source
[3] schiff
[3] glen
[3] simpson's

Top Words in Tweet in G9:
[6] aspen
[5] eviction
[4] 20
[4] million
[4] renters
[4] risk
[4] policymakers
[4] act
[4] mitigate
[4] widespread

Top Words in Tweet in G10:
[22] jeff's
[12] aspen
[12] institute
[11] toddburgun
[11] dad
[11] mike
[11] miguel
[11] board
[11] bill
[11] gates

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[484] aspen,institute
[119] risk,eviction
[116] according,aspen
[111] 23,million
[108] million,people
[106] people,nationwide
[106] nationwide,risk
[106] risk,being
[106] being,evicted
[106] evicted,according

Top Word Pairs in Tweet in G1:
[103] aspen,institute
[66] 23,million
[63] million,people
[63] people,nationwide
[63] nationwide,risk
[63] risk,being
[63] being,evicted
[63] evicted,according
[63] according,aspen
[57] institute,caught

Top Word Pairs in Tweet in G2:
[93] according,latest
[93] latest,estimates
[93] estimates,aspen
[93] aspen,institute
[93] institute,million
[93] million,angelenos
[93] angelenos,risk
[93] risk,eviction
[93] eviction,times
[92] ktownforall,according

Top Word Pairs in Tweet in G3:
[49] aspen,institute
[34] institute,aspeninstitute
[6] program,create
[6] create,economic
[6] economic,development
[6] development,opportunities
[6] opportunities,united
[6] project,play
[5] 20,million
[5] million,renters

Top Word Pairs in Tweet in G4:
[34] secretary,defense
[34] defense,mark
[34] mark,esper
[34] esper,beirut
[34] beirut,explosion
[34] explosion,believe
[34] believe,accident
[34] accident,reported
[34] reported,nothing
[33] spettypi,secretary

Top Word Pairs in Tweet in G5:
[29] year,2010
[29] 2010,aspen
[29] aspen,institute
[29] institute,think
[29] think,tank
[29] tank,comprised
[29] comprised,billionaires
[29] billionaires,trying
[29] trying,solve
[29] solve,problems

Top Word Pairs in Tweet in G6:
[9] aspen,institute
[8] todd,leverette
[8] leverette,institute_coop
[8] institute_coop,broaden
[8] broaden,definition
[8] definition,#impactinvesting
[8] #impactinvesting,include
[8] include,#employeeownership
[7] use,public
[7] public,procurement

Top Word Pairs in Tweet in G7:
[11] aspen,institute
[9] august,2019
[6] 100,billion
[5] contact,tracing
[5] gates,rockefeller
[5] billion,taxpayer
[4] deal,contact
[4] reps,cdc
[4] partners,health
[4] rwanda,aspen

Top Word Pairs in Tweet in G8:
[5] aspen,institute
[3] vasyl,dossier
[3] dossier,source
[3] source,schiff
[3] schiff,glen
[3] glen,simpson's
[3] simpson's,favorite
[3] favorite,think
[3] think,tank
[3] tank,aspen

Top Word Pairs in Tweet in G9:
[4] 20,million
[4] million,renters
[4] renters,risk
[4] risk,eviction
[4] eviction,policymakers
[4] policymakers,act
[4] act,mitigate
[4] mitigate,widespread
[4] widespread,hardship
[4] hardship,aspen

Top Word Pairs in Tweet in G10:
[12] aspen,institute
[11] toddburgun,jeff's
[11] jeff's,dad
[11] dad,mike
[11] mike,miguel
[11] miguel,board
[11] board,aspen
[11] institute,bill
[11] bill,gates
[11] gates,eric

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@delbigtree
@realericcarmen
@thomas1774paine
@svehlow
@jhompoth
@markorme2310
@kyledcheney
@deniseshrivell
@finmichael1

Top Replied-To in G7:
@delbigtree
@lellingw
@kevin_shipp
@jsolomonreports
@sritsemaste
@ethicalskeptic
@lucyferr3
@alexberenson

Top Replied-To in G8:
@avery1776

Top Replied-To in G9:
@andrewrsorkin

Top Replied-To in G10:
@toddburgun
@bpettichord

Top Mentioned
Top Mentioned in Entire Graph:
@ktownforall
@aspeninstitute
@spettypi
@callforcongress
@gasparripdl
@giulio_tremonti
@juliew_28
@toddburgun
@tg2rai
@erickmarincr

Top Mentioned in G2:
@ktownforall
@pplscitycouncil

Top Mentioned in G3:
@aspeninstitute
@aspenlatinos
@domenikalynch
@philanthropy
@pgajrleague
@neworleansba
@wearegolf
@fundaciontef
@grantrstevens
@pennstatesia

Top Mentioned in G4:
@spettypi
@ckubenbc

Top Mentioned in G5:
@callforcongress

Top Mentioned in G6:
@institute_coop
@mpopov1229
@50x50eonews
@angelinaddrake
@aspenworkforce
@phinational
@conway_maureen
@josephblasi
@ru_smlr
@kendedafund

Top Mentioned in G7:
@minstrelgirl56
@news_8
@kevin_shipp
@lellingw
@shannonjoyradio
@99freemind
@lwdoyleusa
@jacktors11245
@ethicalskeptic

Top Mentioned in G8:
@carrollquigley1
@babereflex_8
@to2close
@almostjingo
@basedbasterd
@littlecarrotq
@eceverett1
@seekerotl
@passion_4truth
@avery1776

Top Mentioned in G9:
@tenantsrights
@aspeninstitute
@billgates
@warrenbuffett
@georgesoros
@evictionlab
@evictiondefense
@hudgov
@nlihc
@dianeyentel

Top Mentioned in G10:
@juliew_28
@toddburgun
@kirbysommers

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@solutioneer72
@eraser
@msmwatchdog2013
@reagancbrown
@nofascistlies
@pqpolitics
@noybsk2017
@iggy
@brendahazelhur1

Top Tweeters in G1:
@thebuffalonews
@7thspacecom
@owhnews
@scj
@nwi
@juliawraith
@lacrossetribune
@winonadailynews
@poststar
@wcfcourier

Top Tweeters in G2:
@cltrotlyn
@avildsen
@tazarae20
@usagiko
@twistaanonymous
@otepofficial
@willbys
@_kennyuong_
@likklebrowngyal
@medic6423

Top Tweeters in G3:
@dichristine
@eraser
@stfuimtweetn0_o
@scout_arch
@valentilaw
@philanthropy
@wiseyoungchap
@fundaciontef
@alcarrpr
@aspeninstitute

Top Tweeters in G4:
@reagancbrown
@pqpolitics
@noybsk2017
@tbell1968
@mercenarygraphi
@islandlife2014
@trychick
@ebizarch
@ta7rmpmike
@cambria4dd

Top Tweeters in G5:
@brendahazelhur1
@smokeynj123
@humbertodelaho8
@thor_lm
@kma916
@ygg_studios
@proudsocialist
@glasspooler
@commieresting
@artramp

Top Tweeters in G6:
@nofascistlies
@bebravemyloves
@kmurphyindep
@bear_risa
@aspenworkforce
@ashleyaputnam
@sarahkalloch
@conway_maureen
@karenakahn
@jpmorgan

Top Tweeters in G7:
@lellingw
@news_8
@99freemind
@antoinettaspea2
@chinaspice
@bwaveresist2020
@shannonjoyradio
@ethicalskeptic
@lucyferr3
@alexberenson

Top Tweeters in G8:
@almostjingo
@maniseku
@babereflex_8
@avery1776
@littlecarrotq
@carrollquigley1
@luzell_gimeke06
@j_j_l_1
@passion_4truth
@rising_serpent

Top Tweeters in G9:
@nlihc
@dianeyentel
@squawkcnbc
@emmabeverage
@tenantsrights
@elonmusk
@hudgov
@maurice19684207
@andrewrsorkin
@billgates

Top Tweeters in G10:
@caroldunnack
@salty_american
@mountaineergir5
@hart30158
@leeelauren
@vendraminiricky
@kirbysommers
@lauriesloneck14
@bubblesburster
@dutchxrplink