aspenideas, Twitter, 7/16/2020 11:12:12 PM, 230739


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aspenideas_2020-07-16_09-32-16.xlsx
aspenideas_2020-07-16_09-32-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 16, 2020
Short Description:
aspenideas via NodeXL https://bit.ly/3ezzCav
@aspenideas
@bywillpollock
@davidafrench
@aspeninstitute
@jkaufmanconsult
@danporterfield
@lizamaria5d
@curemarkceo
@mspackyetti
@heywerner59

Top hashtags:
#aspenideas
#aspenideashealth
#blacklivesmatter
#covid19
#crispr

Description:
Description
The graph represents a network of 825 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, 16 July 2020 at 16:32 UTC.

The requested start date was Thursday, 16 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 20-hour, 31-minute period from Thursday, 02 July 2020 at 00:02 UTC to Wednesday, 15 July 2020 at 20:34 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 : 825
Unique Edges : 1164
Edges With Duplicates : 1977
Total Edges : 3141
Number of Edge Types : 5
Retweet : 611
MentionsInRetweet : 1275
Mentions : 1019
Replies to : 163
Tweet : 73
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.040386803185438
Reciprocated Edge Ratio : 0.0776380535811919
Connected Components : 47
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 760
Maximum Edges in a Connected Component : 3074
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.011052
Graph Density : 0.00269049720506031
Modularity : 0.395547
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 825 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, 16 July 2020 at 16:32 UTC.

The requested start date was Thursday, 16 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 20-hour, 31-minute period from Thursday, 02 July 2020 at 00:02 UTC to Wednesday, 15 July 2020 at 20:34 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:
[81] https://aspenideas.org/attend/festival
[19] https://www.aspenideas.org/attend/festival
[15] https://www.aspenideas.org/sessions/churchill-language-and-what-makes-a-leader
[8] https://www.aspenideas.org/sessions/facing-a-brand-new-world-a-conversation-with-madeleine-albright
[7] https://www.youtube.com/watch?v=q_LUKM9oHqE&feature=youtu.be

[6] https://aspeninst.zoom.us/webinar/register/WN_SKSkSkp_QLWjxiWmynxSXA
[5] https://twitter.com/aspenideas/status/1279792903699783680
[5] https://www.aspenideas.org/articles/aspen-ideas-festival-2020-schedule?utm_source=google&utm_medium=adgrant&utm_campaign=Brand&utm_keyword=%2Baspen%20%2Bideas%20%2Bfest&gclid=EAIaIQobChMIxs_un_2s6gIVBL3ICh2LzQ68EAAYASABEgIrCfD_BwE
[4] https://twitter.com/aspenideas/status/1278477010998722561
[4] https://aspeninstitute.org/support2020

Top URLs in Tweet in G1:
[37] https://aspenideas.org/attend/festival
[14] https://www.aspenideas.org/sessions/churchill-language-and-what-makes-a-leader
[7] https://www.aspenideas.org/attend/festival
[5] https://aspeninst.zoom.us/webinar/register/WN_SKSkSkp_QLWjxiWmynxSXA
[2] https://www.youtube.com/watch?v=XQFre_ggKJQ&feature=youtu.be

[2] https://www.aspeninstitute.org/programs/aspen-ideas-now/
[2] https://www.youtube.com/watch?v=cp9cGcK_zYY&feature=youtu.be

[2] https://twitter.com/aspenideas/status/1278477010998722561
[2] https://www.aspenideas.org/collections/aspen-ideas-2020-mitt-romney-alicia-garza-michael-eric-dyson-brian-greene-and-lulu-miller
[2] https://www.youtube.com/watch?v=aessrGAQwmQ&feature=youtu.be


Top URLs in Tweet in G2:
[36] https://aspenideas.org/attend/festival
[5] https://www.youtube.com/watch?v=q_LUKM9oHqE&feature=youtu.be

[4] https://www.aspenideas.org/articles/aspen-ideas-festival-2020-schedule?utm_source=google&utm_medium=adgrant&utm_campaign=Brand&utm_keyword=%2Baspen%20%2Bideas%20%2Bfest&gclid=EAIaIQobChMIxs_un_2s6gIVBL3ICh2LzQ68EAAYASABEgIrCfD_BwE
[4] https://www.aspenideas.org/attend/festival
[3] https://aspeninstitute.org/support2020
[2] https://twitter.com/i/broadcasts/1yoJMXQoVrYGQ
[2] https://twitter.com/i/broadcasts/1OdJrWddEqqxX
[2] https://www.youtube.com/watch?v=gOogco-VLcg

[2] https://www.aspenideas.org/sessions/the-global-vaccine-race-a-conversation-with-bill-gates
[2] http://www.aspenideas.org

Top URLs in Tweet in G3:
[1] https://www.aspenideas.org/sessions/can-the-republican-party-survive-the-alt-right
[1] https://twitter.com/DavidAFrench/status/1280714528217616385
[1] https://mediabiasfactcheck.com/american-greatness/

Top URLs in Tweet in G4:
[4] https://www.aspenideas.org/attend/festival
[1] https://twitter.com/nowthisnews/status/1277673878903574528
[1] https://twitter.com/aspenideas/status/1278808203581706241
[1] https://www.aspenideas.org/attend/festiva
[1] https://www.youtube.com/watch?v=F0SQr0qInNA

[1] https://www.theatlantic.com/video/index/505439/tech-education-prison/
[1] https://theconservativetreehouse.com/2020/02/02/china-joe-accuses-president-trump-of-fearmongering-coronavirus-due-to-suspension-of-entry/
[1] https://abcnews.go.com/US/judge-finalizes-25-million-settlement-victims-donald-trumps/story?id=54347237
[1] https://www.news10.com/news/local-news/daughter-of-covid-19-victim-urges-public-to-wear-masks-take-precautions-to-save-lives/
[1] https://wpta21.com/2020/06/17/health-leaders-urge-you-to-wear-a-mask-as-covid-19-numbers-rise-here/

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=EdY0e2HSFfk&feature=youtu.be

[1] https://www.youtube.com/watch?v=c_1nVb-3lAw

[1] https://www.aspenideas.org/attend/festival
[1] https://twitter.com/SolidGOLD_5/status/1277958786515382273
[1] https://dennisrhill.home.blog/2020/07/01/donald-trump-is-the-hoax/
[1] https://www.youtube.com/watch?v=EdY0e2HSFfk

[1] https://www.youtube.com/watch?v=qu4bqXYGyWo&feature=youtu.be

[1] https://www.youtube.com/watch?v=kEwfrqXWf-U&feature=youtu.be

[1] https://www.youtube.com/watch?v=gOogco-VLcg&feature=youtu.be


Top URLs in Tweet in G6:
[7] https://www.aspenideas.org/sessions/facing-a-brand-new-world-a-conversation-with-madeleine-albright
[1] https://www.aspenideas.org/attend/festival
[1] https://twitter.com/aspenideas/status/1278122123547025408
[1] https://twitter.com/CAP741776/status/1123221751436070918?s=20
[1] https://twitter.com/aspenideas/status/1278457844766031875

Top URLs in Tweet in G7:
[1] https://www.aspendailynews.com/news/final-night-of-virtual-aspen-ideas-festival-examines-next-steps-for-black-lives-matter/article_f0f48604-bcd7-11ea-99e1-43512590066a.html
[1] https://www.aspentimes.com/news/virtual-aspen-ideas-fest-full-lineup-includes-stacey-abrams-david-byrne-anthony-fauci-bill-gates/
[1] https://aspenideas.org/speakers/phumzile-mlambo-ngcuka
[1] https://www.youtube.com/watch?v=gOogco-VLcg&feature=youtu.be

[1] https://twitter.com/aspenideas/status/1278838630673457152
[1] https://twitter.com/aspenideas/status/1278833796385824768

Top URLs in Tweet in G8:
[5] https://aspenideas.org/attend/festival
[4] https://twitter.com/aspenideas/status/1279792903699783680
[2] https://www.aspenideas.org/attend/festival
[2] https://twitter.com/aspenideas/status/1271809622773399552
[1] https://twitter.com/aspenideas/status/1278476022170767361
[1] https://twitter.com/jdeancoffey/status/1278477040581177344
[1] http://tweetedtimes.com/#!/worth1ooo
[1] https://www.aspenideas.org/collections/aspen-ideas-festival-2020-bill-gates-madeleine-albright-anna-deavere-smith-and-yuval-sharon?fbrefresh=1593708559
[1] https://www.youtube.com/watch?v=99wq1MjrBo4

[1] https://www.aspenideas.org/

Top URLs in Tweet in G9:
[1] https://aspeninst.zoom.us/webinar/register/WN_SKSkSkp_QLWjxiWmynxSXA
[1] https://www.youtube.com/watch?v=yJAMJDT3TEA


Top URLs in Tweet in G10:
[2] https://www.forbes.com/sites/jonathankaufman/2020/07/08/mindset-matters-business-disability-and-the-reinterpretation-of-the-american-experiment/#1c6495b97973

Top Domains
Top Domains in Tweet in Entire Graph:
[188] aspenideas.org
[69] twitter.com
[52] youtube.com
[8] aspeninstitute.org
[6] zoom.us
[4] mprnews.org
[3] aspentimes.com
[3] instagram.com
[2] dy.si
[2] forbes.com

Top Domains in Tweet in G1:
[80] aspenideas.org
[18] youtube.com
[17] twitter.com
[5] zoom.us
[4] aspeninstitute.org
[3] mprnews.org
[2] aspentimes.com
[2] instagram.com
[1] newsweek.com
[1] ow.ly

Top Domains in Tweet in G2:
[61] aspenideas.org
[18] youtube.com
[15] twitter.com
[4] aspeninstitute.org
[1] medium.com
[1] mprnews.org
[1] as.pn
[1] paulsoninstitute.org
[1] thelavinagency.com
[1] splashthat.com

Top Domains in Tweet in G3:
[1] aspenideas.org
[1] twitter.com
[1] mediabiasfactcheck.com

Top Domains in Tweet in G4:
[6] twitter.com
[5] aspenideas.org
[2] youtube.com
[1] theatlantic.com
[1] theconservativetreehouse.com
[1] go.com
[1] news10.com
[1] wpta21.com
[1] ajc.com
[1] washingtonpost.com

Top Domains in Tweet in G5:
[7] youtube.com
[1] aspenideas.org
[1] twitter.com
[1] home.blog

Top Domains in Tweet in G6:
[8] aspenideas.org
[3] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] aspendailynews.com
[1] aspentimes.com
[1] aspenideas.org
[1] youtube.com

Top Domains in Tweet in G8:
[22] aspenideas.org
[13] twitter.com
[2] youtube.com
[2] dy.si
[1] tweetedtimes.com
[1] instagram.com

Top Domains in Tweet in G9:
[1] zoom.us
[1] youtube.com

Top Domains in Tweet in G10:
[2] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[274] aspenideas
[28] aspenideashealth
[27] blacklivesmatter
[15] covid19
[12] crispr
[10] ai
[8] scotus
[8] covid
[6] courage
[5] innovation



Top Hashtags in Tweet in G1:
[89] aspenideas
[7] aspenideashealth
[4] crispr
[3] blacklivesmatter
[3] covid
[3] covid19
[2] scotus
[2] aspenideasnow
[2] artificialintelligence
[2] healthcare

Top Hashtags in Tweet in G2:
[132] aspenideas
[13] blacklivesmatter
[8] covid19
[8] ai
[6] scotus
[5] covid
[4] crispr
[2] blm
[2] innovation
[2] kavliprize

Top Hashtags in Tweet in G3:
[1] kthanks

Top Hashtags in Tweet in G4:
[6] aspenideas
[2] smpa
[1] smpaproud
[1] chinajoebiden
[1] trump
[1] coronavirus
[1] maga2020
[1] independencefromtrump
[1] covid19
[1] robertmaxwell

Top Hashtags in Tweet in G5:
[5] aspenideas
[2] womenwholead
[2] trumpknewanddidnothing
[2] trumpknewaboutrussianbounty
[2] trumpknowsandstilldoesnothing
[1] niaid
[1] blm

Top Hashtags in Tweet in G6:
[10] aspenideas
[1] womenleaders
[1] crispr
[1] covid19

Top Hashtags in Tweet in G7:
[16] aspenideas
[9] blacklivesmatter
[1] bluelivesmatters
[1] blm

Top Hashtags in Tweet in G8:
[8] aspenideas
[3] crispr
[2] innovation
[1] ai
[1] postcovid19
[1] festival
[1] amazonia
[1] tbt
[1] vocalinkemployee
[1] stopmakingsense

Top Hashtags in Tweet in G9:
[20] aspenideashealth
[3] mecfs
[2] soundhealth
[1] nih
[1] batonrouge
[1] musicandmindlive
[1] neuroarts

Top Words
Top Words in Tweet in Entire Graph:
[515] aspenideas
[274] #aspenideas
[157] festival
[154] kelly's
[145] aspeninstitute
[102] hear
[95] watch
[88] event
[85] conversation
[80] more

Top Words in Tweet in G1:
[210] aspenideas
[89] #aspenideas
[53] things
[49] good
[46] one
[41] more
[38] festival
[35] dbtodomundo
[33] 2020
[28] evidence

Top Words in Tweet in G2:
[132] #aspenideas
[109] aspenideas
[82] aspeninstitute
[56] danporterfield
[51] festival
[40] watch
[39] night
[34] keishabottoms
[29] people
[28] walterisaacson

Top Words in Tweet in G3:
[154] kelly's
[78] davidafrench
[77] confronted
[77] boss
[77] thechrisbuskirk
[77] event
[77] conduct
[77] hear
[77] confrontation
[74] thâ

Top Words in Tweet in G4:
[77] aspenideas
[63] mittromney
[56] lanheechen
[26] senatorromney
[22] 2020
[22] china
[22] jamesfallows
[21] news
[19] simplyzinhle
[19] way

Top Words in Tweet in G5:
[19] mspackyetti
[17] voting
[16] aspenideas
[16] staceyabrams
[15] conversation
[14] glad
[14] honest
[14] power
[14] limits
[14] system

Top Words in Tweet in G6:
[32] aspenideas
[29] madeleine
[23] rnicholasburns
[18] aspenstrategy
[16] watch
[15] albright
[15] former
[15] state
[14] festival
[13] icymi

Top Words in Tweet in G7:
[29] aliciagarza
[29] michaeledyson
[26] aspenideas
[23] aspeninstitute
[19] festival
[18] eugene_scott
[16] #aspenideas
[15] icymi
[10] people
[9] #blacklivesmatter

Top Words in Tweet in G8:
[17] aspen
[16] ideas
[11] walterisaacson
[8] #aspenideas
[6] festival
[6] chkout
[5] aspenideas
[5] digital
[5] access
[5] haves

Top Words in Tweet in G9:
[29] nihdirector
[29] reneefleming
[27] nprjonhamilton
[21] join
[21] today
[20] chat
[20] july
[20] 15
[20] live
[20] #aspenideashealth

Top Words in Tweet in G10:
[2] nod_itsability
[2] disabilityin
[2] aapd
[2] adanational
[2] bizroundtable
[2] ilo_and
[2] harkinsummit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] confronted,kelly's
[77] kelly's,boss
[77] boss,thechrisbuskirk
[77] thechrisbuskirk,event
[77] event,kelly's
[77] kelly's,conduct
[77] conduct,hear
[77] hear,confrontation
[76] davidafrench,confronted
[74] confrontation,thâ

Top Word Pairs in Tweet in G1:
[48] good,things
[25] things,happened
[24] œwe,look
[24] look,evidence
[24] evidence,good
[24] happened,good
[24] things,done
[24] done,dbtodomundo
[24] dbtodomundo,œreasons
[23] aspenideas,œwe

Top Word Pairs in Tweet in G2:
[33] #aspenideas,festival
[23] hank,paulson
[21] night,#aspenideas
[16] big,idea
[16] joebiden,keishabottoms
[15] former,treasury
[15] asked,being
[15] being,considered
[15] considered,possible
[15] possible,vp

Top Word Pairs in Tweet in G3:
[77] confronted,kelly's
[77] kelly's,boss
[77] boss,thechrisbuskirk
[77] thechrisbuskirk,event
[77] event,kelly's
[77] kelly's,conduct
[77] conduct,hear
[77] hear,confrontation
[76] davidafrench,confronted
[74] confrontation,thâ

Top Word Pairs in Tweet in G4:
[46] mittromney,lanheechen
[23] aspenideas,senatorromney
[23] senatorromney,mittromney
[22] jamesfallows,mittromney
[18] lanheechen,aspenideas
[15] way,consume
[15] consume,news
[14] reimagine,way
[12] nowthis,simplyzinhle
[12] simplyzinhle,speaking

Top Word Pairs in Tweet in G5:
[14] glad,honest
[14] honest,conversation
[14] conversation,power
[14] power,limits
[14] limits,system
[14] system,voting
[14] voting,someone
[13] mspackyetti,glad
[12] someone,clear
[6] iwf,member

Top Word Pairs in Tweet in G6:
[15] madeleine,albright
[13] rnicholasburns,recently
[12] icymi,aspen
[12] aspen,strategy
[12] strategy,group
[12] group,executive
[12] executive,director
[12] director,rnicholasburns
[12] recently,spoke
[12] spoke,former

Top Word Pairs in Tweet in G7:
[15] #aspenideas,festival
[11] aspeninstitute,icymi
[10] michaeledyson,aliciagarza
[10] aliciagarza,michaeledyson
[10] michaeledyson,eugene_scott
[8] icymi,aliciagarza
[7] icymi,#aspenideas
[7] festival,wrapped
[7] wrapped,last
[7] last,week

Top Word Pairs in Tweet in G8:
[16] aspen,ideas
[6] ideas,festival
[6] walterisaacson,chkout
[5] digital,access
[5] access,haves
[5] haves,nots
[4] susanbgoldberg,natgeomag
[3] conversation,susanbgoldberg
[3] chkout,aspenideas
[2] highly,recommend

Top Word Pairs in Tweet in G9:
[26] reneefleming,nprjonhamilton
[20] july,15
[19] join,reneefleming
[19] nprjonhamilton,myself
[19] myself,today
[19] today,july
[19] 15,00
[19] 00,pm
[19] pm,live
[19] live,#aspenideashealth

Top Word Pairs in Tweet in G10:
[2] nod_itsability,disabilityin
[2] disabilityin,aapd
[2] aapd,adanational
[2] adanational,bizroundtable
[2] bizroundtable,ilo_and
[2] ilo_and,harkinsummit

Top Replied-To
Top Replied-To in Entire Graph:
@aspenideas
@jamesfallows
@nikkitirado
@nihdirector
@awiselatina
@doctoryasmin
@aspeninstitute
@johnhmcwhorter
@zathras3
@danporterfield

Top Replied-To in G1:
@aspenideas
@nikkitirado
@awiselatina
@doctoryasmin
@johnhmcwhorter
@derrin376
@tden2020
@jaycaspiankang
@dradaora
@aaronemyers

Top Replied-To in G2:
@aspenideas
@walterisaacson
@nikki_edd
@danporterfield
@smpagwu
@angela_rye
@aspeninstitute

Top Replied-To in G3:
@davidafrench

Top Replied-To in G4:
@aspenideas
@jamesfallows
@zathras3
@cmmcd
@aaronemyers
@speedyveez
@donaldjtrumpjr
@nowthisnews

Top Replied-To in G5:
@mspackyetti
@chrisollig

Top Replied-To in G6:
@aspeninstitute
@aspenstrategy
@aspenideas
@madeleine

Top Replied-To in G7:
@danporterfield
@aliciagarza
@michaeledyson

Top Replied-To in G9:
@nihdirector
@aspenideas
@dakota_150

Top Mentioned
Top Mentioned in Entire Graph:
@aspenideas
@aspeninstitute
@mittromney
@thechrisbuskirk
@davidafrench
@danporterfield
@lanheechen
@aliciagarza
@michaeledyson
@keishabottoms

Top Mentioned in G1:
@aspenideas
@dbtodomundo
@aspeninstitute
@johnhmcwhorter
@mitchellreports
@walterisaacson
@aliciagarza
@danporterfield
@simplyzinhle
@michaeledyson

Top Mentioned in G2:
@aspenideas
@aspeninstitute
@danporterfield
@keishabottoms
@walterisaacson
@bgreene
@gilliantett
@aliciagarza
@exlarson
@michaeledyson

Top Mentioned in G3:
@thechrisbuskirk
@davidafrench
@aspenideas
@mzhemingway
@dennisprager
@vdhanson

Top Mentioned in G4:
@mittromney
@lanheechen
@aspenideas
@senatorromney
@simplyzinhle
@theatlantic
@jamesfallows
@nowthisnews
@smpagwu

Top Mentioned in G5:
@mspackyetti
@aspenideas
@staceyabrams
@mrsscozzafava
@staceyabram
@aspeninstitute
@iwfglobal
@wajisa

Top Mentioned in G6:
@aspenideas
@madeleine
@rnicholasburns
@aspenstrategy
@aspeninstitute
@madonna
@aliciagarza
@michaeledyson
@ashley_mw

Top Mentioned in G7:
@michaeledyson
@aliciagarza
@aspenideas
@aspeninstitute
@eugene_scott
@danporterfield
@gilliantett
@bgreene
@theaspentimes

Top Mentioned in G8:
@jdeancoffey

Top Mentioned in G9:
@reneefleming
@nprjonhamilton
@nihdirector
@aspenideas
@kencen
@nindsnews
@nih
@nimhdirector
@nimhgov
@aliciagarza

Top Mentioned in G10:
@nod_itsability
@disabilityin
@aapd
@adanational
@bizroundtable
@ilo_and
@harkinsummit
@jkaufmanconsult
@harvardbiz

Top Tweeters
Top Tweeters in Entire Graph:
@business
@sueglashauser
@sba1211
@lorettabower3
@cindycrum
@jckthesword
@msochubbard
@88seattle61
@royaleight
@mesmitch

Top Tweeters in G1:
@royaleight
@mesmitch
@purrpatrol
@valsadie
@keithmfitz
@awiselatina
@nba
@newsweek
@ebner_jane
@ccaspen

Top Tweeters in G2:
@lorettabower3
@vievararosel
@ft
@pcdnetwork
@fastcompany
@gecko39
@maximamaximum
@newshour
@nick_zen
@rickhasen

Top Tweeters in G3:
@sueglashauser
@sba1211
@cindycrum
@jckthesword
@embeesweb
@the_lady_red
@wendymarcinkie1
@debjholley
@schenck
@bgheaven

Top Tweeters in G4:
@theatlantic
@nowthisnews
@reagan_girl
@theoldpeeps
@beverly_davis
@jimbos2002
@yankeedoodler2
@eieioink
@lana_lou
@zathras3

Top Tweeters in G5:
@msochubbard
@88seattle61
@katylied67
@mizwizmizwiz
@richardweiner
@milleroval
@mkstar4
@franciesmary
@mshook
@mspackyetti

Top Tweeters in G6:
@lindyloo515
@kbolbec
@monasmitte
@projectshogan
@realdonaldtrump
@beaches456
@leszekfurtakcom
@giacomonyt
@cleopatraphilo7
@uncrcu

Top Tweeters in G7:
@walkerdl
@tummler10
@avd911
@rvngrammy
@eugene_scott
@stephenmatlock
@ecinaj_m
@theaspentimes
@robfields
@angelaadaugher2

Top Tweeters in G8:
@i_kond
@samuelazout
@gabriel_hussy
@kwooleyy
@charles_notes
@worth1ooo
@sorencsorensen
@stevestaeger
@falbo_f
@stevebarrla

Top Tweeters in G9:
@ta7rmpmike
@dianetate
@pgw611
@roya19
@kencen
@nih_nccih
@nih
@skeedledaddle
@margaretaindc
@nimhgov

Top Tweeters in G10:
@business
@ap
@cnnbusiness
@harvardbiz
@amanet
@inclusionists
@bizroundtable
@gdruckerforum
@aapd
@disabilityin


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