westat, Twitter, 7/10/2020 6:24:14 AM, 230457


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westat_2020-07-09_20-48-00.xlsx
westat_2020-07-09_20-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 10, 2020
Short Description:
westat via NodeXL https://bit.ly/2DtFR2P
@westat
@womeninstat
@jmmulrow
@grimalkina
@chelseaparlett
@tjsammy6
@jeremiahrabitor
@healthcommsoc
@sri_education
@cdcgov

Top hashtags:
#aapor
#covid19
#rxsummit2020
#clinicaltrials
#opioids
#survey
#coronavirus
#hiv
#westat

Description:
Description
The graph represents a network of 326 Twitter users whose tweets in the requested range contained "westat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 10 July 2020 at 03:48 UTC.

The requested start date was Friday, 10 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 99-day, 0-hour, 11-minute period from Wednesday, 01 April 2020 at 16:20 UTC to Thursday, 09 July 2020 at 16:32 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 : 326
Unique Edges : 477
Edges With Duplicates : 1257
Total Edges : 1734
Number of Edge Types : 5
Mentions : 886
Retweet : 222
MentionsInRetweet : 380
Tweet : 183
Replies to : 63
Self-Loops : 188
Reciprocated Vertex Pair Ratio : 0.0720268006700168
Reciprocated Edge Ratio : 0.134375
Connected Components : 34
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 237
Maximum Edges in a Connected Component : 1598
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.719702
Graph Density : 0.00604058518168948
Modularity : 0.286504
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 326 Twitter users whose tweets in the requested range contained "westat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 10 July 2020 at 03:48 UTC.

The requested start date was Friday, 10 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 99-day, 0-hour, 11-minute period from Wednesday, 01 April 2020 at 16:20 UTC to Thursday, 09 July 2020 at 16:32 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 : westat
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:
[6] https://www.westat.com/sites/default/files/AAPOR-Presentation-for-508_0.pdf
[5] https://www.westat.com/articles/2020-bgov200-westat-ranked-federal-industry-leader
[5] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/
[4] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=82&siteid=5197&Areq=15896BR#jobDetails=851186_5197
[4] https://www.westat.com/
[4] https://www.flexjobs.com/404
[4] https://www.westat.com/careers
[4] https://www.westat.com/contact
[3] https://www.westat.com/articles/2019-annual-report-congress-implementing-individuals-disabilities-education-act-idea
[3] https://www.aetnacareers.com

Top URLs in Tweet in G1:
[4] https://www.westat.com/contact
[4] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=82&siteid=5197&Areq=15896BR#jobDetails=851186_5197
[4] https://www.westat.com/sites/default/files/AAPOR-Presentation-for-508_0.pdf
[4] https://www.westat.com/articles/2020-bgov200-westat-ranked-federal-industry-leader
[3] https://www.westat.com/articles/deepak-khatry-present-biomarker-stratified-clinical-trial-designs
[3] https://www.westat.com/articles/2019-annual-report-congress-implementing-individuals-disabilities-education-act-idea
[3] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/
[2] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=82&siteid=5197&Areq=15878BR#jobDetails=850969_5197
[2] https://www.westat.com/articles/westat-supports-clients-range-covid-19-research
[2] https://www.westat.com/articles/westat-2020-american-association-public-opinion-research-conference

Top URLs in Tweet in G2:
[2] https://www.westat.com/
[2] https://www.westat.com/sites/default/files/AAPOR-Presentation-for-508_0.pdf
[1] https://educationdata.urban.org/data-explorer/
[1] https://www.westat.com/team/jeri
[1] https://rstudio.com/speakers/tanya-cashorali/
[1] https://www.onceupondata.com/
[1] https://www.jessemaegan.com/
[1] https://magazine.amstat.org/blog/2020/03/01/ncses_rivers/
[1] https://hilaryparker.com/
[1] https://magazine.amstat.org/blog/2018/03/01/wendy-l-martinez/

Top URLs in Tweet in G3:
[3] https://www.westat.com/articles/robert-drake-discusses-supported-employment-model-mdrc-podcast
[2] https://westat.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=westat&service=6&rnd=0.31506591970282305&main_url=https%3A%2F%2Fwestat.webex.com%2Fec3300%2Feventcenter%2Fevent%2FeventAction.do%3FtheAction%3Ddetail%26%26%26EMK%3D4832534b00000004c9334ccb08547af912b2e1f86e7739134a20398f756ca7f999dd446522949fa0%26siteurl%3Dwestat%26confViewID%3D161774463874005740%26encryptTicket%3DSDJTSwAAAASQE_irqx5lyC5Ft5CMhrEIYet1ptc6Quaa6z61zARtKw2%26&deliveryName=USCDC_311-DM29043
[1] https://www.mdrc.org/podcast/testing-successful-employment-model-new-context
[1] https://twitter.com/i/web/status/1253307317178810368
[1] https://twitter.com/i/web/status/1253655990119157763
[1] https://www.fda.gov/tobacco-products/research/fda-and-nih-study-population-assessment-tobacco-and-health?utm_source=CTPTwitter&utm_medium=social&utm_campaign=ctp-path

Top URLs in Tweet in G4:
[2] http://www.biohealthcapital.com/news/westat-selected-as-strategic-partner-for-montgomery-county-covid-19-adaptation-recovery-study/?utm_source=dlvr.it&utm_medium=twitter
[2] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/
[1] https://twitter.com/i/web/status/1247934602364088320
[1] https://www.linkedin.com/jobs/view/1810426885/?refId=4511133441586279448622&trk=d_flagship3_company
[1] https://www.westat.com/
[1] https://twitter.com/i/web/status/1250895340120748032
[1] https://www.flexjobs.com/jobs/telecommuting-jobs-at-westat
[1] https://www.aetnacareers.com
[1] https://www.intuit.com/careers
[1] https://kaplan.com/work-with-us/our-culture

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1255468446390923267
[1] https://www.buzzsprout.com/768062/3862895
[1] https://www.nydailynews.com/coronavirus/ny-coronavirus-rescue-reunion-nurse-firefighter-20200526-s77umpqpb5ajxkppwli7bfrtam-story.html
[1] https://twitter.com/i/web/status/1253695378299539459
[1] https://twitter.com/i/web/status/1260712428586885120
[1] https://twitter.com/debperelman/status/1278687864818208768

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1260747544440651776
[1] https://twitter.com/i/web/status/1260222925560569857
[1] https://doi.org/10.1086/709672

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1270392695039627268

Top URLs in Tweet in G9:
[2] https://thinkmoco.com/press-releases/westat-release-051920
[1] https://twitter.com/i/web/status/1262916334238814213
[1] https://twitter.com/think_moco/status/1262743728898183170

Top URLs in Tweet in G10:
[1] https://twitter.com/ctrlchanges/status/1265913811049091072

Top Domains
Top Domains in Tweet in Entire Graph:
[110] twitter.com
[77] westat.com
[14] brassring.com
[13] eventscribe.com
[6] urban.org
[5] linkedin.com
[5] executivebiz.com
[5] flexjobs.com
[4] compcenternetwork.org
[3] facebook.com

Top Domains in Tweet in G1:
[78] twitter.com
[62] westat.com
[14] brassring.com
[13] eventscribe.com
[4] compcenternetwork.org
[3] secure-platform.com
[3] executivebiz.com
[2] rx-summit.com
[2] attendesource.com
[2] facebook.com

Top Domains in Tweet in G2:
[7] westat.com
[6] urban.org
[4] twitter.com
[2] amstat.org
[1] rstudio.com
[1] onceupondata.com
[1] jessemaegan.com
[1] hilaryparker.com
[1] sctyner.me
[1] norc.org

Top Domains in Tweet in G3:
[3] westat.com
[2] webex.com
[2] twitter.com
[1] mdrc.org
[1] fda.gov

Top Domains in Tweet in G4:
[4] twitter.com
[3] linkedin.com
[2] westat.com
[2] flexjobs.com
[2] biohealthcapital.com
[2] executivebiz.com
[1] aetnacareers.com
[1] intuit.com
[1] kaplan.com
[1] kellyservices.com

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

Top Domains in Tweet in G7:
[2] twitter.com
[1] doi.org

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

Top Domains in Tweet in G9:
[2] twitter.com
[2] thinkmoco.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] aapor
[69] covid19
[40] rxsummit2020
[16] clinicaltrials
[15] opioids
[14] survey
[13] coronavirus
[12] hiv
[10] westat
[10] opioid



Top Hashtags in Tweet in G1:
[74] aapor
[60] covid19
[40] rxsummit2020
[16] clinicaltrials
[14] opioids
[14] survey
[13] coronavirus
[10] opioid
[9] hiv
[8] icymi

Top Hashtags in Tweet in G2:
[13] aapor
[3] covid19
[2] statistics
[1] datascience
[1] datascientists
[1] datascientist
[1] dataprivacy
[1] internationalwomensday
[1] dei
[1] bgov200

Top Hashtags in Tweet in G3:
[3] hiv
[3] nhtd
[1] healthcomm

Top Hashtags in Tweet in G4:
[2] altac
[2] jobs
[1] postac
[1] hiring
[1] huntsville
[1] alabama
[1] usa

Top Hashtags in Tweet in G5:
[6] westat
[2] mothersday

Top Hashtags in Tweet in G9:
[2] covid19
[1] moco

Top Words
Top Words in Tweet in Entire Graph:
[446] westat
[87] #aapor
[69] #covid19
[58] re
[47] data
[43] virtual
[42] research
[40] proud
[40] #rxsummit2020
[36] today

Top Words in Tweet in G1:
[306] westat
[74] #aapor
[60] #covid19
[56] re
[40] #rxsummit2020
[36] proud
[35] virtual
[34] data
[33] clinical
[30] research

Top Words in Tweet in G2:
[58] westat
[27] urbaninstitute
[24] amstatnews
[22] jmmulrow
[21] statliznc
[21] epa
[21] nc_asa
[21] jamilajendayi
[21] alenastern
[21] mastercard

Top Words in Tweet in G3:
[18] westat
[12] model
[9] robert
[8] drake
[7] cdcgov
[7] mdrc_news
[6] forsmarshgroup
[6] national
[6] testing
[6] evidence

Top Words in Tweet in G4:
[15] westat
[5] research
[3] covid
[3] 19
[2] education
[2] improving
[2] lives
[2] rockville
[2] md
[2] #altac

Top Words in Tweet in G5:
[8] mini
[7] westat
[6] #westat
[6] special
[6] hope
[5] westatpod
[4] day
[4] love
[4] good
[4] awfully

Top Words in Tweet in G7:
[6] westat
[4] griverorz
[3] americanu
[3] georgetown
[2] field
[2] data
[2] tell
[2] probably
[2] more
[2] applicable

Top Words in Tweet in G8:
[2] wonder
[2] top
[2] jsm
[2] 2020
[2] sponsors
[2] abbvie
[2] berryconsultant
[2] ibm
[2] novartis
[2] stata

Top Words in Tweet in G9:
[7] think_moco
[7] westat
[5] mocobizsolution
[5] study
[4] montgomerycomd
[4] multi
[4] year
[3] project
[3] help
[3] business

Top Words in Tweet in G10:
[7] parece
[7] dejan
[7] entréis
[7] descuartizarlo
[7] xd
[6] mrwestatjail

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] westat,westat
[21] statliznc,epa
[21] epa,amstatnews
[21] amstatnews,nc_asa
[21] nc_asa,urbaninstitute
[21] urbaninstitute,jamilajendayi
[21] jamilajendayi,alenastern
[21] alenastern,mastercard
[21] mastercard,vzheng0120
[21] vzheng0120,coder_jess

Top Word Pairs in Tweet in G1:
[24] westat,westat
[19] re,hiring
[15] westat,proud
[14] re,proud
[13] clinical,trials
[12] looking,forward
[11] vision,session
[11] exhibit,hall
[11] westat,vp
[11] see,westat

Top Word Pairs in Tweet in G2:
[21] statliznc,epa
[21] epa,amstatnews
[21] amstatnews,nc_asa
[21] nc_asa,urbaninstitute
[21] urbaninstitute,jamilajendayi
[21] jamilajendayi,alenastern
[21] alenastern,mastercard
[21] mastercard,vzheng0120
[21] vzheng0120,coder_jess
[21] coder_jess,kodeh

Top Word Pairs in Tweet in G3:
[8] robert,drake
[6] evidence,first
[6] employment,model
[5] westat,communicatehlth
[5] first,podcast
[4] healthcommsoc,thanks
[4] thanks,sponsors
[4] sponsors,airinforms
[4] airinforms,uthealthcomm
[4] uthealthcomm,westat

Top Word Pairs in Tweet in G4:
[3] covid,19
[2] westat,improving
[2] improving,lives
[2] lives,research
[2] research,rockville
[2] rockville,md
[2] md,#altac
[2] research,associate
[2] associate,westat
[2] westat,selected

Top Word Pairs in Tweet in G5:
[5] #westat,mini
[4] awfully,special
[4] special,request
[4] request,played
[4] played,before
[4] before,week
[4] week,#westat
[4] mini,huge
[4] huge,fans
[4] fans,westoriesstl

Top Word Pairs in Tweet in G7:
[3] georgetown,griverorz
[3] griverorz,westat
[2] tell,probably
[2] probably,more
[2] more,applicable
[2] applicable,people
[2] people,quantitative
[2] quantitative,background
[2] background,looking
[2] looking,research

Top Word Pairs in Tweet in G8:
[2] wonder,top
[2] top,jsm
[2] jsm,2020
[2] 2020,sponsors
[2] sponsors,abbvie
[2] abbvie,berryconsultant
[2] berryconsultant,ibm
[2] ibm,novartis
[2] novartis,stata
[2] stata,twosigma

Top Word Pairs in Tweet in G9:
[5] think_moco,westat
[5] westat,mocobizsolution
[4] montgomerycomd,think_moco
[4] multi,year
[2] mcedc,westat
[2] westat,conducting
[2] conducting,multi
[2] year,study
[2] study,id
[2] id,resources

Top Word Pairs in Tweet in G10:
[7] parece,dejan
[7] dejan,entréis
[7] entréis,descuartizarlo
[7] descuartizarlo,xd
[6] mrwestatjail,parece

Top Replied-To
Top Replied-To in Entire Graph:
@statliznc
@westat
@montgomerycomd
@westatscott
@en_bp
@womeninstat
@aapor
@cdcgov
@chandriatalks
@olson_km

Top Replied-To in G1:
@westat
@westatscott
@ventureslife
@en_bp
@stimulantsummit

Top Replied-To in G2:
@statliznc
@westat
@womeninstat
@aapor
@olson_km
@en_bp
@chelseaparlett
@jmmulrow
@mmandysha

Top Replied-To in G3:
@cdcgov
@ashlee_m_smith
@annabellehutch

Top Replied-To in G5:
@skyepillsbury

Top Replied-To in G6:
@festongadaya

Top Replied-To in G7:
@jonathanmijs

Top Replied-To in G9:
@montgomerycomd

Top Mentioned
Top Mentioned in Entire Graph:
@westat
@jmmulrow
@westatscott
@urbaninstitute
@epa
@amstatnews
@nc_asa
@jamilajendayi
@alenastern
@mastercard

Top Mentioned in G1:
@westat
@westatscott
@brad1723
@tlsavage2
@jmmulrow
@compcenternet
@healthcommsoc
@aapor
@ednces
@thechildrensinn

Top Mentioned in G2:
@westat
@epa
@amstatnews
@nc_asa
@urbaninstitute
@jamilajendayi
@alenastern
@mastercard
@vzheng0120
@coder_jess

Top Mentioned in G3:
@westat
@mdrc_news
@forsmarshgroup
@healthcommsoc
@airinforms
@communicatehlth
@cdcgov
@uthealthcomm
@norcnews
@evokekyne

Top Mentioned in G4:
@biohealthcr

Top Mentioned in G5:
@westoriesstl
@meweintl
@westatpod
@linkedin
@jenniferfolsom
@jessicahonegger
@noondaystyle
@debperelman

Top Mentioned in G6:
@totmedics2020
@wakusnooz
@marekamalili
@scholadecaprado
@kennedymmari
@mabalamakengeza
@chapo255
@petersonchris_
@bajabiri
@wemakako

Top Mentioned in G7:
@westat
@griverorz
@americanu
@georgetown
@brad1723
@yougovus
@mikesav47032563
@katharina_hecht
@lseinequalities
@asa_ipm

Top Mentioned in G8:
@abbvie
@berryconsultant
@ibm
@novartis
@stata
@twosigma
@westat
@mcmcgriffin

Top Mentioned in G9:
@westat
@think_moco
@mocobizsolution

Top Mentioned in G10:
@mrwestatjail

Top Tweeters
Top Tweeters in Entire Graph:
@washingtonpost
@marekamalili
@bajabiri
@pdacosta
@sweetpb
@moiskd
@baltimoresun
@yourwinner
@wakusnooz
@educationweek

Top Tweeters in G1:
@washingtonpost
@baltimoresun
@betterjobsearch
@boweezy305
@botredian
@who
@executivebiz
@knowledgeall
@recruitments360
@govconwire

Top Tweeters in G2:
@mastercard
@rstats4ds
@stitchfix
@hspter
@tslumley
@nsf
@statstas
@vtpollster
@omaymas_
@epa

Top Tweeters in G3:
@brookingsinst
@randcorporation
@little_lolos
@mdrc_news
@cdcgov
@usajobs
@urbaninstitute
@abtassociates
@sdworkforce
@adcouncil

Top Tweeters in G4:
@yourwinner
@tubagboholcom
@botgareth
@empleosio
@michaelbindner
@botindustry
@_killakir
@firstarrowes
@jwhiteheadwes
@clintrialjobs

Top Tweeters in G5:
@linkedin
@noondaystyle
@skyepillsbury
@mohsindin
@debperelman
@ilsafragrances
@westoriesstl
@jessicahonegger
@mewesyria
@westatpod

Top Tweeters in G6:
@marekamalili
@bajabiri
@wakusnooz
@kennedymmari
@scholadecaprado
@wemakako
@chapo255
@mabalamakengeza
@petersonchris_
@festongadaya

Top Tweeters in G7:
@drdaveobrien
@yougovus
@americanu
@georgetown
@ajungherr
@lseinequalities
@mikesav47032563
@asa_ipm
@jonathanmijs
@jeremiahrabitor

Top Tweeters in G8:
@griffspeak
@ibm
@novartis
@abbvie
@stata
@mcmcgriffin
@twosigma
@berryconsultant

Top Tweeters in G9:
@helaire
@montgomerycomd
@ggccnews
@think_moco
@jamesdc32
@mocobizsolution
@teejayehh
@maozhuzhu1

Top Tweeters in G10:
@peekay199
@ball_andalusia
@mrwestatjail
@angelbeppo2
@katallassein
@liebheart2
@papediosp