aspenideas, Twitter, 6/30/2022 11:41:13 PM, 278816


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aspenideas_2022-06-30_09-28-02.xlsx
aspenideas_2022-06-30_09-28-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 30, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3acGfTU
@aspenideas
@aspeninstitute
@mountsinainyc
@nbcnews
@jeromeadamsmd
@oarichardengel
@xrp_productions
@richardengel
@brianbrooksus
@aspenascend

Top hashtags:
#aspenideas
#aspenideashealth
#ripple
#xrp
#roevwade

Description:
Description
The graph represents a network of 4,944 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, 30 June 2022 at 16:33 UTC.

The requested start date was Thursday, 30 June 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 8-day, 4-hour, 56-minute period from Tuesday, 21 June 2022 at 18:21 UTC to Wednesday, 29 June 2022 at 23:18 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 : 4944
Unique Edges : 8306
Edges With Duplicates : 14899
Total Edges : 23205
Number of Edge Types : 5
Retweet : 4579
MentionsInRetweet : 10202
Mentions : 6637
Replies to : 1469
Tweet : 318
Self-Loops : 351
Reciprocated Vertex Pair Ratio : 0.0378723073333852
Reciprocated Edge Ratio : 0.0729806683650532
Connected Components : 95
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 4809
Maximum Edges in a Connected Component : 23045
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.7488
Graph Density : 0.00054611241289863
Modularity : 0.385293
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,944 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, 30 June 2022 at 16:33 UTC.

The requested start date was Thursday, 30 June 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 8-day, 4-hour, 56-minute period from Tuesday, 21 June 2022 at 18:21 UTC to Wednesday, 29 June 2022 at 23:18 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:
[116] https://www.nbcnews.com/news/world/zelenskyy-return-americans-captured-fighting-russia-war-rcna35139
[35] https://health.mountsinai.org/aspen-ideas/
[21] https://www.aspenideas.org/
[21] https://health.mountsinai.org/aspen/
[21] https://www.aspenideas.org/sessions/breaking-news-session-the-impact-of-roe-v-wade-overturned
[21] https://www.vox.com/2021/1/6/22218058/republicans-objections-election-results
[20] https://www.mountsinai.org/aspen
[15] https://twitter.com/aspenideas/status/1524395282489819138
[12] https://www.nbcnews.com
[11] https://www.aspenideas.org/articles/how-to-tune-in-to-aspen-ideas-health-2022

Top URLs in Tweet in G1:
[5] https://www.aspenideas.org/sessions/breaking-news-session-the-impact-of-roe-v-wade-overturned
[5] https://www.aspenideas.org/sessions/aspen-ideas-health-closing-session-2
[4] https://www.aspenideas.org/
[3] https://www.aspenideas.digital/
[3] https://www.aspenideas.org/sessions/rochelle-walensky-cdc-director-protecting-the-publics-health
[3] https://www.aspenideas.org/sessions/a-hero-amongst-us-an-interview-with-the-president-of-ukraine
[3] https://www.aha.org/news/headline/2022-06-24-reimagining-hospital-future-aspen-ideas-health?utm_source=twitter&utm_medium=organic&utm_term=&utm_content=technology-innovation&utm_campaign=ahanews-2022
[3] https://app.bloombergconnects.org/zpDHvBOBbrb?utm_source=social+&utm_medium=twitter&utm_campaign=bayer+center+launch
[2] https://www.aspenideas.org/pages/mobile-app
[2] https://twitter.com/i/lists/1539308623666372608

Top URLs in Tweet in G2:
[8] https://www.aspenideas.org/
[6] https://www.aspeninstitute.org/subscribe/aspen-partnership-for-an-inclusive-economy/
[6] https://www.aspenideas.org/sessions/countering-racial-bias-with-empathy
[6] https://www.aspenideas.org/articles/how-to-tune-in-to-aspen-ideas-health-2022
[5] https://ascend.aspeninstitute.org/events/leaders-for-our-times-solutions-for-our-future/
[4] https://www.aspeninstitute.org/ideas/
[4] https://www.aspenideas.digital/
[4] https://twitter.com/aspenideas/status/1540494909177794561
[3] https://www.aspenideas.org/sessions/aspen-ideas-health-opening-and-welcome
[3] https://ascend.aspeninstitute.org/ascending-at-the-2022-aspen-ideas-festival/

Top URLs in Tweet in G3:
[107] https://www.nbcnews.com/news/world/zelenskyy-return-americans-captured-fighting-russia-war-rcna35139
[12] https://www.nbcnews.com
[4] https://www.aspenideas.org/sessions/the-reckoning-opioids-and-the-pursuit-of-justice
[3] https://twitter.com/i/broadcasts/1BRKjnBMMgLKw
[3] https://trib.al/QoBi6Yd
[2] https://twitter.com/i/broadcasts/1gqxvloWWjqGB
[1] https://www.nbcnews.com/video/ukrainian-president-relates-scenes-in-bucha-to-war-movie-143031365735
[1] https://twitter.com/bcoyne/status/1539640546658058240
[1] https://www.aspenideas.org/sessions/the-fog-of-war-how-do-you-know-what-to-believe
[1] https://www.bluntreflections.com/doyouneedthecure

Top URLs in Tweet in G4:
[3] https://www.aspenideas.org/sessions/rochelle-walensky-cdc-director-protecting-the-publics-health
[3] https://www.aspenideas.org/schedule
[3] https://www.aspenideas.org/articles/how-to-tune-in-to-aspen-ideas-health-2022
[2] https://twitter.com/KatyOnMSNBC/status/1539645434775408640
[2] https://www.nbcnews.com/news/world/zelenskyy-return-americans-captured-fighting-russia-war-rcna35139
[2] https://twitter.com/aspenideas/status/1540104902038507521
[2] https://www.aspenideas.org/sessions/can-we-put-the-pandemic-behind-us
[2] https://twitter.com/jgitchell/status/1539652399102451713
[2] https://www.aspenideas.org/sessions/johnson-johnson-presents-healthcare-in-critical-condition-who-cares-when-nurses-leave
[2] https://www.reuters.com/article/us-astrazeneca-results-vaccine-liability-idUKKCN24V2EN

Top URLs in Tweet in G5:
[3] https://twitter.com/aspeninstitute/status/1541149415443992576
[2] https://www.nbcnews.com/news/world/zelenskyy-return-americans-captured-fighting-russia-war-rcna35139
[2] https://twitter.com/i/web/status/1541152662883794946
[1] https://twitter.com/aspenideas/status/1540473944544874496
[1] https://www.aspenideas.org/schedule
[1] https://www.aspenideas.org/schedule?festival_type=17&date%5B0%5D=2022-06-29
[1] https://www.youtube.com/watch?v=p9GB774EuVQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=lz78tqnUlRo

[1] https://www.youtube.com/watch?v=YlGdqEpoTgs

[1] https://www.aspenideas.org/sessions/can-you-tell-me-how-to-get-to-sesame-street-the-power-of-helping-children-in-crisis

Top URLs in Tweet in G6:
[35] https://health.mountsinai.org/aspen-ideas/
[21] https://health.mountsinai.org/aspen/
[20] https://www.mountsinai.org/aspen
[7] https://health.mountsinai.org/aspen-experiences/
[6] https://icahn.mssm.edu/about/departments/ai-human-health
[6] https://icahn.mssm.edu/research/bmeii
[3] https://www.youtube.com/watch?v=WijWi66Irns

[1] https://health.mountsinai.org/blog/how-to-develop-and-maintain-better-nutritional-habits/
[1] https://health.mountsinai.org/blog/beyond-weight-loss-the-benefits-of-intermittent-fasting/
[1] https://twitter.com/i/broadcasts/1gqxvlaykkwGB

Top URLs in Tweet in G7:
[4] https://noordinarycampaign.com/
[3] https://www.aspenideas.org/sessions/partnering-with-patients-strengthens-science
[2] https://www.aspenideas.org/sessions/presented-by-chan-zuckerberg-initiative-no-ordinary-campaign-film-and-discussion
[2] https://www.aspenideas.org/sessions/chan-zuckerberg-initiative-presents-imaging-the-future-of-science
[2] https://www.aspenideas.org/sessions/no-ordinary-campaign-film-and-discussion
[1] https://www.aspenideas.org/sessions/no-ordinary-campaign-film-screening-and-discussion
[1] https://twitter.com/bsw5020/status/1540763721504419841
[1] https://twitter.com/aspenideas/status/1541457017256251394
[1] https://twitter.com/bsw5020/status/1539784489567666177
[1] https://twitter.com/katiecouric/status/1540837831442063365

Top URLs in Tweet in G8:
[2] https://www.nbcnews.com/news/world/zelenskyy-return-americans-captured-fighting-russia-war-rcna35139
[2] https://twitter.com/aspenideas/status/1524782931402702848
[1] https://twitter.com/aspenideas/status/1524437172195049473
[1] https://www.youtube.com/watch?v=JOuJyKQgoTk&feature=youtu.be


Top URLs in Tweet in G9:
[13] https://www.aspenideas.org/sessions/breaking-news-session-the-impact-of-roe-v-wade-overturned
[4] https://www.aspeninstitute.org/blog-posts/how-the-courts-are-shaping-health-care-as-we-know-it/
[3] https://twitter.com/Vapingit/status/1536906777702408192
[2] https://twitter.com/aspenideas/status/1540408626946383873
[1] https://www.aspenideas.org/sessions/day-in-court-how-litigation-can-transform-healthcare
[1] https://twitter.com/steve_vladeck/status/1539787739079507969
[1] https://twitter.com/aspenideas/status/1540416839439843330
[1] https://www.aspenideas.org/sessions/deborah-birx-surviving-in-the-hot-seat
[1] https://clivebates.com/e-cigarette-risk-perceptions-an-american-crime-scene/
[1] https://drive.google.com/file/d/1tG1X2DDwY7zu4HZYl59ot9qBlJRBfKMy/view

Top URLs in Tweet in G10:
[13] https://twitter.com/aspenideas/status/1524395282489819138
[6] https://twitter.com/aspenideas/status/1536717829667438592
[6] https://twitter.com/aspenideas/status/1524042434203820038
[5] https://twitter.com/aspenideas/status/1524782931402702848
[2] https://twitter.com/aspenideas/status/1540104902038507521
[2] https://twitter.com/aspenideas/status/1541907418728259584
[2] https://twitter.com/aspenideas/status/1541911270202433537
[2] https://twitter.com/aspenideas/status/1541915879075680256
[1] https://twitter.com/aspenideas/status/1524437172195049473
[1] https://www.newyorker.com/news/daily-comment/could-googles-carbon-emissions-have-effectively-doubled-overnight

Top Domains
Top Domains in Tweet in Entire Graph:
[319] twitter.com
[265] aspenideas.org
[130] nbcnews.com
[85] mountsinai.org
[58] youtube.com
[26] aspeninstitute.org
[22] vox.com
[14] aspenideas.digital
[14] cnbc.com
[14] splashthat.com

Top Domains in Tweet in G1:
[67] aspenideas.org
[32] twitter.com
[5] aspenideas.digital
[5] youtube.com
[3] splashthat.com
[3] aha.org
[3] bloombergconnects.org
[3] dy.si
[2] nbcnews.com
[2] youtu.be

Top Domains in Tweet in G2:
[81] twitter.com
[80] aspenideas.org
[19] aspeninstitute.org
[18] youtube.com
[8] aspenideas.digital
[5] splashthat.com
[5] linkedin.com
[3] icontact-archive.com
[2] nih.gov
[2] amazon.com

Top Domains in Tweet in G3:
[120] nbcnews.com
[18] twitter.com
[7] aspenideas.org
[3] trib.al
[2] youtube.com
[1] bluntreflections.com
[1] aljazeera.com
[1] aspeninstitutekyiv.org
[1] samhsa.gov
[1] urldefense.com

Top Domains in Tweet in G4:
[19] twitter.com
[17] aspenideas.org
[7] youtube.com
[3] reuters.com
[2] nbcnews.com
[2] theatlantic.com
[1] rockhealth.org
[1] cdcfoundation.org
[1] reginfo.gov
[1] youarenotsosmart.com

Top Domains in Tweet in G5:
[9] twitter.com
[9] cnbc.com
[6] youtube.com
[4] aspenideas.org
[3] nbcnews.com
[1] youtu.be
[1] murmuration.org

Top Domains in Tweet in G6:
[85] mountsinai.org
[12] mssm.edu
[10] twitter.com
[4] aspenideas.org
[3] youtube.com
[1] aspendailynews.com
[1] theguardian.com

Top Domains in Tweet in G7:
[12] aspenideas.org
[7] twitter.com
[4] noordinarycampaign.com
[1] aspenideas.digital
[1] youtube.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] nbcnews.com
[1] youtube.com

Top Domains in Tweet in G9:
[16] aspenideas.org
[11] twitter.com
[4] aspeninstitute.org
[2] clivebates.com
[1] google.com
[1] hhs.gov

Top Domains in Tweet in G10:
[56] twitter.com
[8] aspenideas.org
[5] ac.uk
[3] cnbc.com
[1] newyorker.com
[1] eblockchainconvention.com
[1] co.uk
[1] epa.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1368] aspenideas
[840] aspenideashealth
[80] ripple
[80] xrp
[61] roevwade
[60] aspenideasclimate
[52] covid19
[34] ascendfellows
[32] aspenideasfestival
[27] ascendfellow



Top Hashtags in Tweet in G1:
[131] aspenideas
[113] aspenideashealth
[19] roevwade
[17] palantir
[9] aspenideasfestival
[5] aspenideasclimate
[4] healthequity
[3] howweheal
[3] blackholesurvivalguide
[3] blackholes

Top Hashtags in Tweet in G2:
[428] aspenideas
[208] aspenideashealth
[33] ascendfellows
[27] ascendfellow
[19] empathy
[13] letsmeatless
[12] implicitbias
[11] aspenideasfestival
[10] roevwade
[10] healthcare

Top Hashtags in Tweet in G3:
[60] aspenideas
[13] roevwade
[5] aspenideashealth
[3] ukraine
[2] mentalhealth
[2] slavaukraini
[2] mit
[1] passionate
[1] goals
[1] proactive

Top Hashtags in Tweet in G4:
[197] aspenideashealth
[27] covid19
[13] aspenideas
[8] gunviolence
[5] seeyounow
[5] podcast
[4] staycurious
[4] misinformation
[4] nurses
[4] nursetwitter

Top Hashtags in Tweet in G5:
[316] aspenideas
[79] ripple
[79] xrp
[5] aspenideasfestival
[5] crypto
[4] welcomesesame
[3] genz
[2] smallbusiness
[1] aspenideashealth
[1] build

Top Hashtags in Tweet in G6:
[236] aspenideashealth
[231] aspenideas
[23] longcovid
[20] covid19
[12] melanoma
[12] ai
[11] invisibleillness
[8] skincancer
[7] bmeii
[6] apsenideasfestival

Top Hashtags in Tweet in G7:
[29] aspenideas
[9] aspenideashealth
[9] raredisease
[8] ukraine
[7] rareasone
[4] imagingthefuture
[2] climatecrisis
[2] climateaction
[1] womensrights
[1] cziscience

Top Hashtags in Tweet in G8:
[53] aspenideasclimate
[7] savetheplanet
[5] goodpeople
[2] buildbackbetter
[2] climateremediation
[1] earthquakes
[1] hurricanes
[1] polaricemelts
[1] scientificresearch
[1] evidence

Top Hashtags in Tweet in G9:
[27] aspenideashealth
[9] scotus
[8] roevwade
[5] icymi
[2] thr
[2] covaxin
[1] aspenideas
[1] nicotine
[1] stoplying
[1] covaxin4kids

Top Hashtags in Tweet in G10:
[20] aspenideas
[3] aspenideashealth
[2] climateactionnow
[1] greennewdeal
[1] racialjustice
[1] americans
[1] energytransition
[1] climatecrisis
[1] carbonbankroll
[1] buildingcareeropportunities

Top Words
Top Words in Tweet in Entire Graph:
[4450] aspenideas
[1368] #aspenideas
[840] #aspenideashealth
[798] president
[776] aspeninstitute
[650] zelenskyy
[592] health
[492] richardengel
[468] panel
[456] nbcnews

Top Words in Tweet in G1:
[1047] aspenideas
[383] navalny
[277] indigenous
[276] voices
[269] billbrowder
[225] dasha
[221] sherriewestin
[214] climate
[192] russian
[188] tells

Top Words in Tweet in G2:
[787] aspenideas
[428] #aspenideas
[401] aspeninstitute
[208] #aspenideashealth
[170] panel
[160] thomaschattwill
[136] session
[136] during
[122] aspenascend
[115] health

Top Words in Tweet in G3:
[708] aspenideas
[676] president
[618] zelenskyy
[475] richardengel
[429] nbcnews
[370] oarichardengel
[261] americans
[260] return
[226] interview
[184] fighting

Top Words in Tweet in G4:
[697] aspenideas
[271] peterhotez
[230] jeromeadamsmd
[222] meganranney
[197] #aspenideashealth
[171] elizcohencnn
[164] cnn
[100] health
[81] pandemic
[79] care

Top Words in Tweet in G5:
[316] #aspenideas
[305] brianbrooksus
[284] aspeninstitute
[226] brooksentwistle
[197] cryptocurrency
[168] aspenideas
[153] discuss
[148] bitfurygroup
[122] trustworthy
[122] alternative

Top Words in Tweet in G6:
[332] mountsinainyc
[236] #aspenideashealth
[232] dr
[231] #aspenideas
[198] covid
[197] long
[181] patients
[172] health
[114] aspenideas
[103] speaking

Top Words in Tweet in G7:
[154] aspenideas
[130] katiecouric
[85] ordinary
[80] campaign
[73] bsw5020
[53] honored
[45] screening
[45] two
[45] fight
[44] ep

Top Words in Tweet in G8:
[184] aspenideas
[89] climate
[87] giannahutton
[87] aspen_challenge
[54] aspen
[53] check
[53] emilioestefanjr's
[53] inspiring
[53] song
[53] written

Top Words in Tweet in G9:
[188] aspenideas
[157] drcaliff_fda
[137] jackiedjudd
[38] misinformation
[35] health
[34] more
[34] us_fda
[29] steve_vladeck
[27] #aspenideashealth
[25] fda

Top Words in Tweet in G10:
[20] #aspenideas
[6] climate
[5] time
[5] more
[5] june
[5] team
[4] today
[4] place
[4] great
[4] shall

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[635] president,zelenskyy
[350] indigenous,voices
[265] return,americans
[242] richardengel,aspenideas
[220] sherriewestin,billbrowder
[208] long,covid
[194] aspenideas,father
[193] billbrowder,tells
[193] tells,dasha
[193] dasha,navalny

Top Word Pairs in Tweet in G1:
[276] indigenous,voices
[213] sherriewestin,billbrowder
[187] aspenideas,father
[186] billbrowder,tells
[186] tells,dasha
[186] dasha,navalny
[186] navalny,daughter
[186] daughter,russian
[186] russian,opposition
[186] opposition,leader

Top Word Pairs in Tweet in G2:
[157] aspeninstitute,aspenideas
[79] #aspenideas,panel
[64] during,#aspenideas
[59] thomaschattwill,aspeninstitute
[58] aspenideas,festival
[54] opening,session
[44] session,aspeninstitute
[43] during,opening
[43] festival,pleasure
[43] pleasure,sharing

Top Word Pairs in Tweet in G3:
[604] president,zelenskyy
[259] return,americans
[240] richardengel,aspenideas
[178] pledges,return
[178] americans,captured
[178] captured,fighting
[176] zelenskyy,pledges
[154] interview,richardengel
[127] nbcnews,live
[121] part,aspenideas

Top Word Pairs in Tweet in G4:
[162] elizcohencnn,meganranney
[126] aspenideas,#aspenideashealth
[122] cnn,aspenideas
[122] aspenideas,elizcohencnn
[120] peterhotez,cnn
[69] critical,care
[68] front,lines
[67] sandra,lindsay
[67] lindsay,critical
[67] care,nurse

Top Word Pairs in Tweet in G5:
[122] aspeninstitute,cryptocurrency
[122] cryptocurrency,trustworthy
[122] trustworthy,alternative
[122] alternative,dangerous
[122] dangerous,speculation
[122] speculation,brianbrooksus
[122] brianbrooksus,bitfurygroup
[122] bitfurygroup,brooksentwistl
[104] #aspenideas,brianbrooksus
[80] aspeninstitute,live

Top Word Pairs in Tweet in G6:
[195] long,covid
[92] learn,more
[89] mount,sinai
[77] david,putrino
[77] covid,patients
[70] mountsinainyc,dr
[64] dr,david
[64] 50,percent
[64] percent,long
[64] patients,indicated

Top Word Pairs in Tweet in G7:
[80] ordinary,campaign
[44] honored,ep
[44] ep,ordinary
[44] campaign,project
[44] project,two
[44] two,remarkable
[44] remarkable,humans
[44] humans,leading
[44] leading,fight
[43] katiecouric,honored

Top Word Pairs in Tweet in G8:
[53] aspenideas,check
[53] check,emilioestefanjr's
[53] emilioestefanjr's,inspiring
[53] inspiring,song
[53] song,written
[53] written,aspen
[53] aspen,ideas
[53] ideas,climate
[53] climate,performed
[53] performed,yailenys

Top Word Pairs in Tweet in G9:
[137] jackiedjudd,aspenideas
[123] drcaliff_fda,jackiedjudd
[22] aspenideas,us_fda
[20] chaunceygardner,drcaliff_fda
[13] thank,jackiedjudd
[13] aspenideas,great
[13] great,conversation
[13] conversation,ve
[13] ve,before
[13] before,more

Top Word Pairs in Tweet in G10:
[2] beautiful,song
[2] isaiah,51
[2] global,heating
[2] 2022,#aspenideas
[2] #aspenideas,festival
[2] festival,june
[2] june,29
[2] 29,panel
[2] panel,discussing
[2] discussing,building

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@jeromeadamsmd
@peterhotez
@nbcnews
@thomaschattwill
@drcaliff_fda
@chadgoldsmith
@oarichardengel
@jeffm1981
@ashishkjha46

Top Replied-To in G1:
@aspenideas
@ashishkjha46
@rickhasen
@jimbowersclimb
@sherriewestin
@jannalevin
@allstate
@billbrowder
@natactcom
@nahanchi7068

Top Replied-To in G2:
@thomaschattwill
@aspenideas
@letsmeatless
@walterisaacson
@aspeninstitute
@logrhythmstick
@ebonyuceo
@rrhdr
@howardccprez
@jgreenblattadl

Top Replied-To in G3:
@nbcnews
@oarichardengel
@aspenideas
@tvkatesnow
@addisworku
@secbecerra
@chrisbronext
@abhijit_raorane
@reginaw00942765
@zumperh

Top Replied-To in G4:
@jeromeadamsmd
@peterhotez
@chadgoldsmith
@jeffm1981
@aspenideas
@bhrenton
@jeremyfaust
@mariashriver
@jgitchell
@cforse1500

Top Replied-To in G5:
@cnbcclosingbell
@aspenideas
@brooksentwistle
@jimfree
@aspeninstitute
@nbcnews
@cnbc
@sherriewestin

Top Replied-To in G6:
@myrabatchelder
@alisonsbrana
@denise_dewald
@sidneyhankerson
@putrinolab
@icahninstitute
@bmeiisinai
@ahandvanish
@meghanor
@zahifayad

Top Replied-To in G7:
@katiecouric
@sarahchaight
@bsw5020
@nprkelly
@jacobsoboroff
@hollyfj
@sabrevaya
@simplyzinhle
@robfaulstich
@chrisda42064597

Top Replied-To in G8:
@aspenideas
@smp0312
@joeblogbriggs
@allen04248687
@natem0ntgomery
@mattielisbon
@jcs13111
@rivergirliowa
@liberty84747180

Top Replied-To in G9:
@drcaliff_fda
@aspenideas
@chaunceygardner
@ddiamond
@snehadave98
@steve_vladeck
@rprbeckann
@katie_keith
@lancechurchill
@redfearnmike

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@aspeninstitute
@richardengel
@nbcnews
@oarichardengel
@mountsinainyc
@brianbrooksus
@billbrowder
@meganranney
@sherriewestin

Top Mentioned in G1:
@aspenideas
@billbrowder
@sherriewestin
@alroker
@frankluntz
@perripeltz
@andrewrsorkin
@profmmurray
@aspeninstitute
@rickhasen

Top Mentioned in G2:
@aspenideas
@aspeninstitute
@aspenascend
@thomaschattwill
@cvaldary
@ericpliu
@nyuempathy
@drlapook
@davidafrench
@enchanttheory

Top Mentioned in G3:
@aspenideas
@richardengel
@nbcnews
@oarichardengel
@secbecerra
@zelenskyyua
@tvkatesnow
@nicolledwallace
@aspeninstitute
@galconcerned

Top Mentioned in G4:
@aspenideas
@meganranney
@peterhotez
@elizcohencnn
@cnn
@jeromeadamsmd
@mebottazzi
@mariashriver
@shoshumd
@lifeatpurdue

Top Mentioned in G5:
@brianbrooksus
@aspeninstitute
@brooksentwistle
@aspenideas
@bitfurygroup
@ylanmui
@xrp_productions
@jacobsoboroff
@bitfury

Top Mentioned in G6:
@mountsinainyc
@aspenideas
@putrinolab
@patientled
@thomasfuchsai
@icahnmountsinai
@alisonsbrana
@sidneyhankerson
@bmeiisinai
@joshuasafer

Top Mentioned in G7:
@aspenideas
@katiecouric
@bsw5020
@nprkelly
@sabrevaya
@chanzuckerberg
@iamalsorg
@cziscience
@taniasimoncelli
@billbrowder

Top Mentioned in G8:
@aspenideas
@giannahutton
@aspen_challenge
@emilioestefanjr
@miamibeachnews
@scottsurly
@csojourner
@gop
@nbcnews
@mountsinainyc

Top Mentioned in G9:
@aspenideas
@jackiedjudd
@drcaliff_fda
@us_fda
@steve_vladeck
@katie_keith
@chaunceygardner
@moneyb221
@ddiamond
@fdatobacco

Top Mentioned in G10:
@pioneerwa

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@filafresh
@oldlady12345
@chidambara09
@mistersalesman
@cloudwanderer3
@lopezgovlaw
@lizditz
@givemepie360
@lehimesa

Top Tweeters in G1:
@cloudwanderer3
@givemepie360
@jjj5819
@joanisparkles
@jorge_c_ny
@sba1211
@artis_elemental
@amb0306
@stunnedvoter
@nuclear94

Top Tweeters in G2:
@chidambara09
@lopezgovlaw
@business
@nytimes
@mashable
@itsilverback
@thethegrinch7
@forbes
@ccaspen
@imagine_garden

Top Tweeters in G3:
@lehimesa
@79topper
@theresamax
@lllwry
@dsochoa
@sherrikuczeryk
@amcneer
@maryalicebisho2
@belladonamodels
@alllwftopic

Top Tweeters in G4:
@lizditz
@russelltim151
@awelab1956
@vedehimajumdar
@cotey_mary
@brontyman
@deepvard
@rebellegrrl
@bjcrochet
@knight201701

Top Tweeters in G5:
@cnbsnana
@viriyabot
@noybsk2017
@cnbc
@nancyrubin
@walkerdl
@thumppooh
@themainstand
@mucketymucks
@theobamaphile

Top Tweeters in G6:
@aquarius1049
@paulpaul49
@queenofretweet
@gdprai
@judywoods8
@cliffhangerca
@kim_crawley
@martycalabras18
@technojeder
@noahtzedek

Top Tweeters in G7:
@mrcoollooking75
@jimmyroybloom
@pushandpulljlm
@upuouo
@overunderclover
@dianeeugenio
@eco1start
@freehawk
@vaculb
@smartdissent

Top Tweeters in G8:
@filafresh
@oldlady12345
@mistersalesman
@brandonmscales
@johnapp63499667
@r___83___o
@smp0312
@textifyer59
@ayawill
@bobduff1

Top Tweeters in G9:
@missb62
@bengin1003
@ljohn44
@shijesings
@saverdemocrazy
@simonmagus
@ninetyniners
@auntbec15
@preantediluvian
@curvewhiplash

Top Tweeters in G10:
@shashatheitch22
@flavia0847
@sandymaxey
@steigerworld
@theonlyjunedoe
@lou05316597
@thespeedsnail
@kscincotta
@neilwmccabe2
@money_and_biz_