aspenideas, Twitter, 6/23/2022 4:38:10 PM, 278654


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aspenideas_2022-06-23_09-28-01.xlsx
aspenideas_2022-06-23_09-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
aspenideas via NodeXL https://bit.ly/3zZrrCQ
@aspenideas
@alroker
@bsw5020
@aspeninstitute
@upstartcolab
@joinbme
@thebridgework
@emilioestefanjr
@brianbrooksus
@baiyunyuxin2

Top hashtags:
#aspenideashealth
#aspenideas
#aspenideasclimate
#implicitbias
#climatecrisis

Description:
Description
The graph represents a network of 2,447 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, 23 June 2022 at 16:30 UTC.

The requested start date was Thursday, 23 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 13-day, 23-hour, 2-minute period from Thursday, 09 June 2022 at 00:14 UTC to Wednesday, 22 June 2022 at 23:16 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 : 2447
Unique Edges : 3584
Edges With Duplicates : 6471
Total Edges : 10055
Number of Edge Types : 5
Retweet : 1610
MentionsInRetweet : 3366
Mentions : 3222
Replies to : 1591
Tweet : 266
Self-Loops : 301
Reciprocated Vertex Pair Ratio : 0.0369553226696084
Reciprocated Edge Ratio : 0.0712765957446809
Connected Components : 136
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 2273
Maximum Edges in a Connected Component : 9849
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.376307
Graph Density : 0.000942298895204668
Modularity : 0.348532
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,447 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, 23 June 2022 at 16:30 UTC.

The requested start date was Thursday, 23 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 13-day, 23-hour, 2-minute period from Thursday, 09 June 2022 at 00:14 UTC to Wednesday, 22 June 2022 at 23:16 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:
[88] https://twitter.com/aspenideas/status/1536717829667438592
[58] https://twitter.com/aspenideas/status/1524437172195049473
[30] https://twitter.com/aspenideas/status/1524782931402702848
[22] https://www.aspenideas.org/schedule
[20] https://twitter.com/aspenideas/status/1524395282489819138
[14] https://twitter.com/aspenideas/status/1524042434203820038
[8] https://health.mountsinai.org/aspen-ideas/
[7] https://twitter.com/aspenideas/status/1534607197073723392
[7] https://rockhealth.org/
[7] https://aspenideasdigital-2022.splashthat.com/social

Top URLs in Tweet in G1:
[11] https://twitter.com/aspenideas/status/1524782931402702848
[10] https://www.aspenideas.org/schedule
[8] https://twitter.com/aspenideas/status/1524437172195049473
[5] https://aspenideasdigital-2022.splashthat.com/social
[3] https://www.aspenideas.org/articles/channeling-climate-angst-into-action
[3] https://twitter.com/aspenideas/status/1524395282489819138
[3] https://cp.copernicus.org/articles/15/1063/2019/
[2] https://www.aspenideas.org/articles/how-to-tune-in-to-aspen-ideas-health-2022
[2] https://www.aspenideas.org/articles/health-fellow-spotlight-lea-masamo-africa-sickle-cell-organisation
[2] https://www.aspenideas.org/speakers/health-speakers

Top URLs in Tweet in G2:
[9] https://twitter.com/aspenideas/status/1536717829667438592
[7] https://twitter.com/aspenideas/status/1524437172195049473
[3] https://twitter.com/JamesMichaelCr6/status/1537106449813213184
[3] https://www.youtube.com/watch?v=S1E8SQde5rk&feature=youtu.be

[2] https://nypost.com/2020/01/09/glacier-national-park-removes-signs-predicting-glaciers-will-be-gone-by-2020/
[2] https://twitter.com/JamesMichaelCr6/status/1524811390464102409
[2] https://twitter.com/JamesMichaelCr6/status/1532894456738770946
[2] https://twitter.com/JamesMichaelCr6/status/1520445065872625664
[2] https://twitter.com/JamesMichaelCr6/status/1536365401709236225
[2] https://twitter.com/andrewbostom/status/1536163731591282688?t=LaEmAFUObFd1T_GQ4RR41g&s=19

Top URLs in Tweet in G3:
[8] https://health.mountsinai.org/aspen-ideas/
[7] https://rockhealth.org/
[6] https://www.aspenideas.org/schedule
[6] https://www.mountsinai.org/aspen
[4] https://www.aspenideas.org/sessions/aspen-ideas-health-opening-and-welcome
[3] https://www.aspenideas.org/articles/health-fellow-spotlight-kistein-monkhouse-patient-orator
[2] https://aspenideasdigital-2022.splashthat.com/social
[2] https://ascend.aspeninstitute.org/ascending-at-the-2022-aspen-ideas-festival/
[2] https://www.aspeninstitute.org/news/press-release/aspen-ideas-festival-albright-tribute/
[2] https://twitter.com/KatyOnMSNBC/status/1539645434775408640

Top URLs in Tweet in G4:
[3] https://twitter.com/aspenideas/status/1524782931402702848
[2] https://twitter.com/aspenideas/status/1524437172195049473
[1] https://cei.org/blog/wrong-again-50-years-of-failed-eco-pocalyptic-predictions/
[1] https://www.youtube.com/watch?v=JOuJyKQgoTk&feature=youtu.be

[1] https://bombthrower.com/how-to-protect-yourself-from-davos-man/
[1] https://twitter.com/aspenideas/status/1524042434203820038

Top URLs in Tweet in G5:
[60] https://twitter.com/aspenideas/status/1536717829667438592
[33] https://twitter.com/aspenideas/status/1524437172195049473
[12] https://twitter.com/aspenideas/status/1524782931402702848
[11] https://twitter.com/aspenideas/status/1524395282489819138
[7] https://twitter.com/aspenideas/status/1524042434203820038
[2] https://www.youtube.com/watch?v=jXeBMviF5lw&feature=youtu.be

[1] https://www.aspenideas.org/attend/climate?twclid=244hxehc5w0oux9d4ehz213amf
[1] https://www.aspenideas.org/attend/festival
[1] https://www.aspenideas.org/attend/health
[1] https://twitter.com/aspenideas/status/1529515720954073090

Top URLs in Tweet in G6:
[6] https://twitter.com/aspenideas/status/1524437172195049473
[3] https://twitter.com/aspenideas/status/1524395282489819138
[3] https://twitter.com/aspenideas/status/1524042434203820038
[2] https://twitter.com/aspenideas/status/1536717829667438592
[2] https://www.youtube.com/watch?v=kBJMSmnqO7U&feature=youtu.be

[2] https://twitter.com/aspenideas/status/1524848033942454288
[2] https://twitter.com/aspenideas/status/1524514531044638722
[2] https://twitter.com/aspenideas/status/1523810859994296320
[1] https://www.youtube.com/watch?v=fk27Q051Rq4

[1] https://journals.ametsoc.org/view/journals/bams/89/9/2008bams2370_1.xml

Top URLs in Tweet in G7:
[5] https://twitter.com/aspenideas/status/1534607197073723392
[3] https://www.aspenideas.org/sessions/blue-cross-blue-shield-association-presents-all-mothers-deserve-to-live-combating-maternal-health-inequity
[1] https://www.aspenideas.org/sessions/why-work-in-healthcare
[1] https://twitter.com/aspenideas/status/1537412867703570432
[1] https://twitter.com/aspenideas/status/1536427329819488256
[1] https://www.aspenideas.org/health
[1] https://www.aspenideas.org/
[1] https://www.aspenideas.org/schedule
[1] https://twitter.com/denasimmons/status/1536717460640088070

Top URLs in Tweet in G8:
[2] https://www.aspenideas.org/sessions/partnering-with-patients-strengthens-science
[2] https://www.aspenideas.org/sessions/chan-zuckerberg-initiative-presents-imaging-the-future-of-science
[1] https://twitter.com/aspenideas/status/1524782931402702848
[1] https://noordinarycampaign.com
[1] https://www.aspenideas.org/sessions/no-ordinary-campaign-film-screening-and-discussion
[1] https://twitter.com/bsw5020/status/1537895757432229891

Top URLs in Tweet in G9:
[2] https://www.aspenideas.org/sessions/novavax-presents-the-last-mile-coming-together-to-make-vaccines-make-a-difference
[1] https://www.aspenideas.org/sessions/beauty-and-the-brain
[1] https://twitter.com/aspenideas/status/1538945528947425282

Top URLs in Tweet in G10:
[3] https://www.aspenideas.org/speakers/health-speakers
[2] https://www.aspenideas.org/articles/supporting-reproductive-autonomy-post-roe
[2] https://www.aspenideas.org/attend/health?utm_campaign=AIH+2022+SOCIAL+
[2] https://www.youtube.com/watch?v=sm6VMbWMc-Q

[1] https://www.aspenideas.org/articles/health-fellow-spotlight-lea-masamo-africa-sickle-cell-organisation
[1] https://www.aspenideas.org/schedule
[1] https://www.aspenideas.org/articles/the-lack-of-diversity-in-health-care-is-a-public-health-crisis
[1] https://twitter.com/jabraanpasha/status/1539622849887059975
[1] https://www.youtube.com/watch?v=rLk9bI3_sqc

[1] https://www.youtube.com/watch?v=DfV-VPMY2Cw


Top Domains
Top Domains in Tweet in Entire Graph:
[299] twitter.com
[125] aspenideas.org
[25] youtube.com
[15] splashthat.com
[14] mountsinai.org
[8] aspeninstitute.org
[8] rumble.com
[7] rockhealth.org
[5] prnewswire.com
[4] forbes.com

Top Domains in Tweet in G1:
[46] aspenideas.org
[40] twitter.com
[6] rumble.com
[5] splashthat.com
[3] youtube.com
[3] copernicus.org
[2] ey.com
[1] instagram.com
[1] a17.io
[1] chargedaffairs.org

Top Domains in Tweet in G2:
[37] twitter.com
[9] youtube.com
[3] forbes.com
[2] nypost.com
[1] cnn.com
[1] latimes.com
[1] rumble.com
[1] blogspot.com
[1] aspenideas.org
[1] globalnews.ca

Top Domains in Tweet in G3:
[22] aspenideas.org
[15] twitter.com
[14] mountsinai.org
[7] rockhealth.org
[5] aspeninstitute.org
[2] splashthat.com
[2] foxnews.com
[1] youtube.com

Top Domains in Tweet in G4:
[6] twitter.com
[1] cei.org
[1] youtube.com
[1] bombthrower.com

Top Domains in Tweet in G5:
[125] twitter.com
[5] aspenideas.org
[2] youtube.com
[1] geoengineeringwatch.org
[1] rumble.com

Top Domains in Tweet in G6:
[22] twitter.com
[4] youtube.com
[1] ametsoc.org
[1] blogspot.com
[1] amazon.com
[1] bloomberglaw.com
[1] theguardian.com
[1] denverpost.com
[1] projectinsideout.net

Top Domains in Tweet in G7:
[8] twitter.com
[7] aspenideas.org

Top Domains in Tweet in G8:
[5] aspenideas.org
[2] twitter.com
[1] noordinarycampaign.com

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

Top Domains in Tweet in G10:
[11] aspenideas.org
[4] twitter.com
[4] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[233] aspenideashealth
[178] aspenideas
[112] aspenideasclimate
[15] implicitbias
[11] climatecrisis
[11] empathy
[10] covid19
[10] gunviolence
[9] climatehoax
[7] savetheplanet



Top Hashtags in Tweet in G1:
[67] aspenideas
[54] aspenideashealth
[8] aspenideasclimate
[6] savetheplanet
[5] climatecrisis
[5] climatecrisis101aboutourearthfuture
[4] goodpeople
[4] womentheworldneedsyourconfidence
[4] womensocietyiswatchingyoushapethefuture
[4] societystopsilencingwomenandjustlistenup

Top Hashtags in Tweet in G2:
[3] giveearthmercy
[2] racialjustice
[2] votebluein2022
[2] politicians
[2] celebrities
[2] climate
[2] god
[2] usa
[1] hypocrisy
[1] climateaction

Top Hashtags in Tweet in G3:
[86] aspenideashealth
[43] aspenideas
[10] gunviolence
[9] covid19
[4] ascendfellows
[2] letsmeatless
[2] ascendnetwork
[2] aspenhealth
[2] healthtech
[2] digitalhealth

Top Hashtags in Tweet in G4:
[95] aspenideasclimate
[1] buckminsterfuller
[1] nuclearpoweristheanswer

Top Hashtags in Tweet in G5:
[5] aspenideas
[4] climatecrisis
[3] aspenideashealth
[2] actonclimate
[1] savemyanmar
[1] democracy
[1] freedom
[1] hope
[1] goals
[1] pollution

Top Hashtags in Tweet in G6:
[8] aspenideasclimate
[8] climatehoax
[4] climatecult
[3] climatescam
[3] greta
[3] gretathunberg
[1] cnay
[1] nativeyouth
[1] savesoil
[1] california

Top Hashtags in Tweet in G7:
[23] aspenideashealth
[11] aspenideas
[3] maternalhealth
[3] healthequity
[2] mentalhealth
[1] pandemic
[1] healthcare
[1] racialdisparities
[1] healthdisparities

Top Hashtags in Tweet in G8:
[5] aspenideashealth
[3] imagingthefuture
[1] greennewdeal
[1] climateactionnow

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

Top Hashtags in Tweet in G10:
[28] aspenideashealth
[4] healthforall
[1] aspenideas
[1] mentalhealth
[1] abortion

Top Words
Top Words in Tweet in Entire Graph:
[3069] aspenideas
[1148] alroker
[1122] climate
[586] indigenous
[582] voices
[381] aspen
[377] ideas
[342] check
[327] song
[316] conversation

Top Words in Tweet in G1:
[972] aspenideas
[596] climate
[486] indigenous
[486] voices
[291] ideas
[284] aspen
[274] check
[266] song
[265] inspiring
[261] emilioestefanjr's

Top Words in Tweet in G2:
[1153] aspenideas
[1068] alroker
[287] climate
[134] change
[104] more
[74] years
[69] people
[67] marymullaneny
[54] randystclair3
[54] stop

Top Words in Tweet in G3:
[193] aspenideas
[86] #aspenideashealth
[72] aspeninstitute
[43] #aspenideas
[41] forward
[40] peterhotez
[37] jeromeadamsmd
[35] health
[34] thecomnetwork
[31] joining

Top Words in Tweet in G4:
[239] aspenideas
[141] giannahutton
[141] aspen_challenge
[95] #aspenideasclimate
[95] high
[95] school
[95] senior
[95] shares
[95] team's
[95] winning

Top Words in Tweet in G5:
[35] climate
[16] more
[13] change
[10] earth
[7] bs
[6] world
[6] science
[6] food
[5] plant
[5] another

Top Words in Tweet in G6:
[167] aspenideas
[57] climate
[51] center4native
[50] owenloliver
[31] xiyebastida
[21] indigenous
[21] change
[16] alroker
[14] voices
[14] nuclear

Top Words in Tweet in G7:
[84] aspenideas
[41] fake
[40] crisis
[36] energy
[32] carbon
[32] scrubbers
[29] denasimmons
[28] invested
[24] liberated_sel
[23] #aspenideashealth

Top Words in Tweet in G8:
[74] bsw5020
[44] screening
[43] exciting
[43] news
[43] share
[43] special
[43] work
[43] progress
[43] ordinary
[43] campaign

Top Words in Tweet in G9:
[40] novavax
[34] aspenideas
[12] public
[12] health
[10] excited
[10] important
[9] hhphorg
[9] join
[9] year
[9] healthcare

Top Words in Tweet in G10:
[47] aspenideas
[28] #aspenideashealth
[22] aspeninnovators
[19] health
[14] aspennewvoices
[12] fellow
[12] ebufra
[11] better
[11] aoadebakin
[11] zurihealth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1136] aspenideas,alroker
[574] indigenous,voices
[336] aspen,ideas
[306] ideas,climate
[305] check,emilioestefanjr's
[305] emilioestefanjr's,inspiring
[305] inspiring,song
[305] song,written
[305] written,aspen
[305] climate,performed

Top Word Pairs in Tweet in G1:
[486] indigenous,voices
[272] aspen,ideas
[262] ideas,climate
[261] check,emilioestefanjr's
[261] emilioestefanjr's,inspiring
[261] inspiring,song
[261] song,written
[261] written,aspen
[261] climate,performed
[261] performed,yailenys

Top Word Pairs in Tweet in G2:
[1060] aspenideas,alroker
[119] climate,change
[66] alroker,climate
[61] marymullaneny,aspenideas
[50] randystclair3,aspenideas
[40] give,government
[40] government,more
[39] wickw50,aspenideas
[36] 440chargerrt,aspenideas
[32] dl4gl,aspenideas

Top Word Pairs in Tweet in G3:
[45] aspenideas,aspeninstitute
[33] aspeninstitute,thecomnetwork
[27] look,forward
[20] aspenideas,#aspenideashealth
[19] lifeatpurdue,aspenideas
[19] vaccine,equity
[19] edmyayala,aspenideas
[18] jeromeadamsmd,lifeatpurdue
[17] june,23
[17] speaking,#aspenideashealth

Top Word Pairs in Tweet in G4:
[95] aspenideas,#aspenideasclimate
[95] #aspenideasclimate,high
[95] high,school
[95] school,senior
[95] senior,giannahutton
[95] giannahutton,shares
[95] shares,team's
[95] team's,winning
[95] winning,aspen_challenge
[95] aspen_challenge,project

Top Word Pairs in Tweet in G5:
[11] climate,change
[3] worry,climate
[3] beautiful,song
[2] health,medicine
[2] medicine,science
[2] climate,hoax
[2] hoax,continues
[2] nobody,read
[2] read,cares
[2] cares,anyone

Top Word Pairs in Tweet in G6:
[50] aspenideas,center4native
[50] center4native,owenloliver
[27] aspenideas,xiyebastida
[19] climate,change
[16] aspenideas,alroker
[14] nuclear,power
[10] indigenous,voices
[10] wingod,aspenideas
[10] global,warming
[9] xiyebastida,goal

Top Word Pairs in Tweet in G7:
[32] carbon,scrubbers
[22] liberated_sel,aspenideas
[21] fake,global
[20] denasimmons,liberated_sel
[17] hundreds,billions
[16] global,crisis
[16] crisis,climate
[16] climate,change
[16] change,actual
[16] actual,thing

Top Word Pairs in Tweet in G8:
[43] exciting,news
[43] news,share
[43] share,special
[43] special,work
[43] work,progress
[43] progress,screening
[43] screening,ordinary
[43] ordinary,campaign
[43] campaign,june
[42] bsw5020,exciting

Top Word Pairs in Tweet in G9:
[15] novavax,aspenideas
[9] excited,join
[9] join,aspenideas
[9] aspenideas,health
[9] health,year
[9] year,important
[9] important,healthcare
[9] healthcare,conversations
[9] conversations,vital
[9] vital,protecting

Top Word Pairs in Tweet in G10:
[11] aoadebakin,ebufra
[11] zurihealth,aspeninnovators
[11] aspeninnovators,aspennewvoices
[11] aspennewvoices,aspenideas
[11] aspenideas,gwfellow
[9] gwfellow,atlanticfellows
[9] ekemma,aoadebakin
[8] approaches,better
[7] sickle,cell
[6] healthy,communities

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@marymullaneny
@conniesjolie
@ttailmebro
@denasimmons
@edmyayala
@novavax
@dbyrd000
@jeromeadamsmd
@nineteenohfive

Top Replied-To in G1:
@aspenideas
@3dx3em
@sista_theology
@david_quinones
@joeblogbriggs
@bonnie93650322
@alainamwood
@janecoaston
@nomasknicks
@picsbygb

Top Replied-To in G2:
@aspenideas
@marymullaneny
@ttailmebro
@conniesjolie
@dbyrd000
@nineteenohfive
@randystclair3
@eltonedgar1
@wickw50
@nomasknicks

Top Replied-To in G3:
@edmyayala
@jeromeadamsmd
@peterhotez
@werbeingplayed
@shoshumd
@pritikrishtel
@meganranney
@aspenideas
@grimmgreen
@melarisc

Top Replied-To in G4:
@aspenideas
@smp0312
@kimmcgillla
@allen04248687
@scottsurly
@jcs13111
@unionizebabylon
@marymullaneny
@koalaprimary
@wingod

Top Replied-To in G6:
@aspenideas
@kl_stone
@conniesjolie
@mathenastephens
@patriotbuff
@rebasav48
@harnettheo
@onefingerrevolt
@jkennedy63
@conspiracytrut7

Top Replied-To in G7:
@aspenideas
@denasimmons
@mattielisbon
@peterhotez
@aspendigital
@drtlaleng
@iam_healed

Top Replied-To in G8:
@bsw5020
@lorrielinn
@amyfeld
@erindittoe

Top Replied-To in G9:
@novavax
@alyap73961573

Top Replied-To in G10:
@ekemma
@kelechi_onyeaka
@aburawimd
@aspenideas
@manzi_anatole
@ufuomagloria41
@innovationville

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@alroker
@emilioestefanjr
@giannahutton
@aspen_challenge
@aspeninstitute
@miamibeachnews
@bsw5020
@center4native
@owenloliver

Top Mentioned in G1:
@aspenideas
@emilioestefanjr
@miamibeachnews
@alroker
@alainamwood
@dougcohn71
@deep_south_dawg
@gretathunberg
@algore
@lorigottlieb1

Top Mentioned in G2:
@alroker
@aspenideas
@randystclair3
@marymullaneny
@wickw50
@agravematter
@440chargerrt
@dl4gl
@patrickkerby58
@tejaskat

Top Mentioned in G3:
@aspenideas
@aspeninstitute
@thecomnetwork
@peterhotez
@jeromeadamsmd
@lifeatpurdue
@danporterfield
@meganranney
@mebottazzi
@researchaffirm

Top Mentioned in G4:
@aspenideas
@giannahutton
@aspen_challenge
@emilioestefanjr
@alroker
@scottsurly
@kimmcgillla
@sac_abercrombie
@un
@rededdy56

Top Mentioned in G5:
@diannaspacco
@lyn_ander
@hoosiergirl71
@drjdonn1776
@kathy20742723

Top Mentioned in G6:
@aspenideas
@center4native
@owenloliver
@xiyebastida
@alroker
@wingod
@cupojoeblow
@tan123
@steveandpuppers
@williammeierho1

Top Mentioned in G7:
@aspenideas
@liberated_sel
@denasimmons
@davechokshi
@giannahutton
@aspen_challenge
@commonwealthfnd
@cdcfound
@aspeninstitute
@phrma

Top Mentioned in G8:
@bsw5020
@taniasimoncelli
@sabrevaya
@jinsymd
@aspenideas
@katiecouric
@stephani_otte
@chanzuckerberg
@lorrielinn
@cziscience

Top Mentioned in G9:
@aspenideas
@novavax
@hhphorg
@anjan435
@redcross
@rescueorg
@us_fda
@briggsjimmie
@potus

Top Mentioned in G10:
@aspenideas
@aspeninnovators
@aspennewvoices
@iamqueenlea
@aoadebakin
@ebufra
@zurihealth
@gwfellow
@atlanticfellows
@innovationville

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@oldlady12345
@mistersalesman
@lopezgovlaw
@bob_stinson1234
@alicate13
@jjj5819
@teram323tere
@roylmurry425
@79topper

Top Tweeters in G1:
@filafresh
@mistersalesman
@alicate13
@teram323tere
@roylmurry425
@qbankendy
@straitarrow10
@lllwry
@birdwriter7
@multijo1

Top Tweeters in G2:
@blisstabitha
@rmack2x
@riwired
@havenaar64
@cindymunz
@davidweingust
@hostettergmail
@vickib501
@stillwaters777
@rambogage

Top Tweeters in G3:
@lopezgovlaw
@bob_stinson1234
@vedehimajumdar
@cotey_mary
@dsochoa
@contenttba
@siadasha
@vickimo08056436
@mycarlisle
@bananasinhavana

Top Tweeters in G4:
@oldlady12345
@79topper
@brandonmscales
@johnapp63499667
@ajgma
@aquarius1049
@r___83___o
@smp0312
@linda_lindylou
@thack86

Top Tweeters in G5:
@moisturevapor8r
@djmonijj
@maniseku
@thetalentscout
@calltoart
@panawahpskek
@peterofallon1
@anastasiag57
@hoosiergirl71
@steigerworld

Top Tweeters in G6:
@crystalbluered
@tan123
@grnconservatism
@grizzlymamabear
@seb_aguanno
@hanyatoderoff
@obundwie
@wingod
@kl_stone
@rosawal90673631

Top Tweeters in G7:
@pollifaxmrs
@vermontgmg
@evachen212
@nyhfoundation
@usc
@nychealthy
@commonwealthfnd
@buddyxo
@allen04248687
@thenasem

Top Tweeters in G8:
@wordfinga
@hearourvoice4
@vaculb
@mcmahonbon
@thespeedsnail
@snoopy6613
@gawbul
@noventurenogain
@graceirene21
@withspin

Top Tweeters in G9:
@jjj5819
@warriorlemming
@paoladm
@rescueorg
@skollfoundation
@simondarc
@ocalamike
@mrspicher
@us_fda
@socialfuzzer

Top Tweeters in G10:
@seeinginfull
@anneelbey13
@drtlaleng
@calelelbey
@ekemma
@sophiahbey13
@innovationville
@rickheruthe13th
@pih
@omakena33