westat, Twitter, 5/29/2020 4:57:14 AM, 228463


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westat_2020-05-28_20-48-00.xlsx
westat_2020-05-28_20-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2020
Short Description:
westat via NodeXL https://bit.ly/3gxJkfE
@westat
@lgcuervoamore
@tjsammy6
@sri_education
@cdcgov
@healthcommsoc
@jeremiahrabitor
@chandriatalks
@benrothke
@lt_minervah

Top hashtags:
#covid19
#rxsummit2020
#clinicaltrials
#opioids
#coronavirus
#opioid
#careers

Description:
Description
The graph represents a network of 231 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, 29 May 2020 at 03:48 UTC.

The requested start date was Friday, 29 May 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 87-day, 19-hour, 32-minute period from Sunday, 01 March 2020 at 00:51 UTC to Wednesday, 27 May 2020 at 20:23 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 : 231
Unique Edges : 299
Edges With Duplicates : 491
Total Edges : 790
Number of Edge Types : 5
MentionsInRetweet : 241
Mentions : 236
Tweet : 135
Retweet : 142
Replies to : 36
Self-Loops : 139
Reciprocated Vertex Pair Ratio : 0.0797720797720798
Reciprocated Edge Ratio : 0.147757255936675
Connected Components : 29
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 178
Maximum Edges in a Connected Component : 719
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.704102
Graph Density : 0.00713344626388105
Modularity : 0.32843
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 231 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, 29 May 2020 at 03:48 UTC.

The requested start date was Friday, 29 May 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 87-day, 19-hour, 32-minute period from Sunday, 01 March 2020 at 00:51 UTC to Wednesday, 27 May 2020 at 20:23 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:
[7] https://www.aetnacareers.com
[7] https://www.intuit.com/careers
[7] https://www.flexjobs.com/404
[6] https://www.humana.com/
[5] https://www.westat.com/
[5] https://www.westat.com/careers
[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/contact
[3] https://www.westat.com/articles/2019-annual-report-congress-implementing-individuals-disabilities-education-act-idea
[3] https://careers.kellyservices.com/

Top URLs in Tweet in G1:
[4] https://www.westat.com/contact
[3] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=82&siteid=5197&Areq=15896BR#jobDetails=851186_5197
[3] https://www.westat.com/articles/deepak-khatry-present-biomarker-stratified-clinical-trial-designs
[2] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=82&siteid=5197&Areq=15782BR#jobDetails=850021_5197
[2] https://psychcongress.com/article/samhsa-leaders-behavioral-health-patients-key-hiv-reduction-targets
[2] https://www.govconwire.com/2020/05/westat-to-help-clients-conduct-research-projects-on-covid-19/
[2] https://www.westat.com/
[1] https://leadershipmontgomerymd.org/core-program/
[1] https://twitter.com/i/web/status/1237153928715931649
[1] https://twitter.com/i/web/status/1238462363382267904

Top URLs in Tweet in G2:
[2] https://www.westat.com/
[1] https://twitter.com/i/web/status/1237004665998520320
[1] https://www.westat.com/articles/westats-sarah-ball-discusses-challenges-conducting-research-during-pandemics
[1] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=82&siteid=5197&Areq=15896BR#jobDetails=851186_5197
[1] https://twitter.com/i/web/status/1242760166635982849
[1] https://twitter.com/westat/status/1245028848984567808
[1] https://twitter.com/westat/status/1258062651113996289
[1] https://twitter.com/i/web/status/1256248283984429056
[1] https://twitter.com/i/web/status/1237475813454417925
[1] https://twitter.com/i/web/status/1238566664565899265

Top URLs in Tweet in G3:
[3] https://www.westat.com/articles/robert-drake-discusses-supported-employment-model-mdrc-podcast
[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.acf.hhs.gov/opre/resource/a-theoretical-stakeholder-informed-assessment-framework-national-domestic-violence-hotline
[1] https://twitter.com/chronicle/status/1241363970155560962

Top URLs in Tweet in G4:
[4] https://www.flexjobs.com/404
[3] https://careers.kellyservices.com/
[2] https://www.westat.com/careers
[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
[1] https://thecrimereport.org/2020/03/04/feds-order-check-on-unstable-gun-injury-data/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.swarmapp.com/c/hxGJuw68Evo
[1] https://www.swarmapp.com/c/chtyMzbXLhW
[1] https://www.swarmapp.com/c/0XjG1mjkSn2
[1] https://www.swarmapp.com/c/fdeE6J2d5bQ
[1] https://www.swarmapp.com/c/9JvkhIZjHLQ

Top URLs in Tweet in G5:
[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 G6:
[1] https://twitter.com/UMDPublicHealth/status/1262730086618476544
[1] https://twitter.com/i/web/status/1256267553892114438
[1] https://twitter.com/i/web/status/1256310334228516864
[1] https://twitter.com/i/web/status/1256276616394813440
[1] https://twitter.com/chandriatalks/status/1256267553892114438

Top URLs in Tweet in G7:
[1] https://twitter.com/gscollins/status/1240967129865863168

Top URLs in Tweet in G8:
[1] 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.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 G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[100] twitter.com
[50] westat.com
[13] brassring.com
[10] swarmapp.com
[8] flexjobs.com
[7] aetnacareers.com
[7] intuit.com
[6] humana.com
[3] govconwire.com
[3] linkedin.com

Top Domains in Tweet in G1:
[50] twitter.com
[35] westat.com
[12] brassring.com
[2] rx-summit.com
[2] compcenternetwork.org
[2] psychcongress.com
[2] govconwire.com
[1] leadershipmontgomerymd.org
[1] eventscribe.com
[1] personalizedmedicinecoalition.org

Top Domains in Tweet in G2:
[20] twitter.com
[5] westat.com
[1] brassring.com

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

Top Domains in Tweet in G4:
[10] swarmapp.com
[7] twitter.com
[5] flexjobs.com
[3] westat.com
[3] kellyservices.com
[3] linkedin.com
[2] biohealthcapital.com
[1] thecrimereport.org
[1] thechestnutpost.com
[1] salesforce.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] doi.org

Top Domains in Tweet in G6:
[5] twitter.com

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

Top Domains in Tweet in G8:
[1] webex.com
[1] fda.gov

Top Domains in Tweet in G10:
[2] twitter.com
[2] thinkmoco.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[60] covid19
[40] rxsummit2020
[16] clinicaltrials
[15] opioids
[13] coronavirus
[10] opioid
[8] careers
[7] educators
[7] edresearch
[7] healthcomm



Top Hashtags in Tweet in G1:
[36] rxsummit2020
[32] covid19
[14] clinicaltrials
[13] opioids
[12] coronavirus
[10] opioid
[8] careers
[6] publichealth
[5] edresearch
[5] flu

Top Hashtags in Tweet in G2:
[21] covid19
[4] rxsummit2020
[4] healthcomm
[3] educators
[2] afterschool
[2] edresearch
[2] icymi
[2] distancelearning
[2] survey
[2] clinicaltrials

Top Hashtags in Tweet in G3:
[1] tdvam
[1] highered

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

Top Hashtags in Tweet in G6:
[1] opioids
[1] healthequity
[1] umdcareerpathways2020
[1] umd
[1] gradterps
[1] shellsunited

Top Hashtags in Tweet in G8:
[1] hiv
[1] nhtd
[1] healthcomm

Top Hashtags in Tweet in G9:
[1] hsrmc2020

Top Hashtags in Tweet in G10:
[2] covid19
[1] moco

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[108] westat
[36] #rxsummit2020
[35] re
[32] #covid19
[23] clinical
[22] data
[21] research
[18] check
[17] today
[14] hiring

Top Words in Tweet in G2:
[121] westat
[21] #covid19
[14] re
[13] proud
[13] research
[12] westatscott
[10] clinical
[9] virtual
[9] today
[9] president

Top Words in Tweet in G3:
[16] westat
[12] model
[9] robert
[8] drake
[7] mdrc_news
[6] forsmarshgroup
[6] evidence
[6] first
[6] podcast
[6] employment

Top Words in Tweet in G4:
[25] westat
[12] rockville
[12] md
[10] rw
[10] rc
[5] research
[4] 15
[4] cactus
[4] communications
[4] 16

Top Words in Tweet in G5:
[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 G6:
[10] westat
[5] umdphdcareers
[5] chandriatalks
[3] great
[3] rwjf
[3] umdpublichealth
[3] umdcareercenter
[3] umdgradschool
[2] congratulations
[2] session

Top Words in Tweet in G8:
[5] cdcgov
[4] westat
[4] us_fda
[3] special
[3] issue
[3] tc_bmj
[3] collaboration
[3] between
[3] nidanews
[3] roswell

Top Words in Tweet in G9:
[3] westat
[2] data
[2] government

Top Words in Tweet in G10:
[7] think_moco
[7] westat
[5] mocobizsolution
[5] study
[4] montgomerycomd
[4] multi
[4] year
[3] project
[3] help
[3] business

Top Word Pairs
Top Word Pairs in Tweet in G2:
[12] westat,westat
[10] re,proud
[8] westat,re
[8] westat,vp
[6] westat,colleague
[6] westatscott,westat
[6] covid,19
[6] isabel,trejos
[6] clinical,research
[5] research,emerging

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

Top Word Pairs in Tweet in G4:
[8] rockville,md
[6] westat,rw
[6] rw,rc
[5] rc,rockville
[4] 15,cactus
[4] cactus,communications
[4] communications,16
[4] 16,westat
[4] 14,kelly
[4] kelly,services

Top Word Pairs in Tweet in G5:
[12] georgetown,griverorz
[10] griverorz,westat
[10] tell,probably
[10] probably,more
[4] more,applicable
[4] applicable,people
[4] people,quantitative
[4] quantitative,background
[3] background,looking
[3] looking,research

Top Word Pairs in Tweet in G6:
[3] umdphdcareers,westat
[3] westat,umdcareercenter
[2] umdcareercenter,umdgradschool
[2] great,chat
[2] chat,dr
[2] dr,thomas
[2] thomas,umdhealthequity
[2] umdhealthequity,morning
[2] morning,bus
[2] bus,ride

Top Word Pairs in Tweet in G7:

Top Word Pairs in Tweet in G8:
[] special,issue
[] issue,tc_bmj
[] tc_bmj,collaboration
[] collaboration,between
[] between,us_fda
[] us_fda,nidanews
[] nidanews,cdcgov
[] cdcgov,westat
[] westat,roswell
[] roswell,park

Top Word Pairs in Tweet in G9:

Top Word Pairs in Tweet in G10:
[] think_moco,westat
[] westat,mocobizsolution
[] montgomerycomd,think_moco
[] multi,year
[] mcedc,westat
[] westat,conducting
[] conducting,multi
[] year,study
[] study,id
[] id,resources

Top Replied-To
Top Replied-To in Entire Graph:
@westat
@montgomerycomd
@chandriatalks
@westatscott
@ventureslife
@cdcgov
@lmcgrew
@oleterrterr
@binahali
@jonathanmijs

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

Top Replied-To in G2:
@westat
@westatscott

Top Replied-To in G3:
@ashlee_m_smith
@annabellehutch

Top Replied-To in G5:
@jonathanmijs

Top Replied-To in G6:
@chandriatalks
@binahali

Top Replied-To in G7:
@epistemonikos

Top Replied-To in G8:
@cdcgov

Top Replied-To in G9:
@jmmulrow
@mmandysha

Top Replied-To in G10:
@montgomerycomd

Top Mentioned
Top Mentioned in Entire Graph:
@westat
@healthcommsoc
@tlsavage2
@westatscott
@mdrc_news
@brad1723
@prek4sa
@think_moco
@forsmarshgroup
@sri_education

Top Mentioned in G1:
@westat
@cmsgov
@ncpsb
@compcenternet
@ednces
@tlsavage2
@stanfordmed
@leadermontmd
@ideadatacenter
@aapor

Top Mentioned in G2:
@westat
@westatscott
@tlsavage2
@brad1723
@healthcommsoc
@prek4sa
@commonwealthfnd
@ednces
@baltimoresun
@nih_nhlbi

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

Top Mentioned in G4:
@biohealthcr

Top Mentioned in G5:
@westat
@griverorz
@americanu
@georgetown
@brad1723
@yougovus
@mikesav47032563
@katharina_hecht
@lseinequalities
@asa_ipm

Top Mentioned in G6:
@westat
@umdphdcareers
@rwjf
@umdpublichealth
@umdcareercenter
@umdgradschool
@umdhealthequity
@chandriatalks
@sgpublichealth
@mehrabkhanii

Top Mentioned in G7:
@ietscolombia
@cbmrt_org
@bmj_latest
@davidtovey
@erictopol
@gretchenpurcell
@ibmwatsonhealth
@googlehealth
@westat

Top Mentioned in G8:
@us_fda
@cdcgov
@tc_bmj
@nidanews
@fdatobacco
@healthcommsoc
@westat
@communicatehlth
@adcouncil
@airinforms

Top Mentioned in G9:
@westat
@tslumley
@aapor
@olson_km
@polisciatnu
@statstas
@alisusita
@joejohnmurphy

Top Mentioned in G10:
@westat
@think_moco
@mocobizsolution

Top Tweeters
Top Tweeters in Entire Graph:
@washingtonpost
@itsjustdyaa_
@pdacosta
@sweetpb
@dejlacole
@vict0riaaaaaaa
@baltimoresun
@yourwinner
@educationweek
@thechestnutpost

Top Tweeters in G1:
@washingtonpost
@betterjobsearch
@botredian
@govconwire
@minorityhealth
@publichealth
@jimlefko
@stanfordmed
@cmsgov
@researchepi

Top Tweeters in G2:
@baltimoresun
@sourcerkelly
@commonwealthfnd
@appam_dc
@dkwpublichealth
@usfhealth
@nih_nhlbi
@rosehooks
@mlink01
@gerrynicolaas

Top Tweeters in G3:
@brookingsinst
@randcorporation
@little_lolos
@mdrc_news
@usajobs
@urbaninstitute
@abtassociates
@sdworkforce
@airinforms
@mathematicanow

Top Tweeters in G4:
@yourwinner
@thechestnutpost
@taliyahramelle
@tubagboholcom
@botgareth
@__maestra
@empleosio
@womeninforensic
@kierduros
@_killakir

Top Tweeters in G5:
@drdaveobrien
@yougovus
@americanu
@georgetown
@ajungherr
@lseinequalities
@mikesav47032563
@asa_ipm
@jonathanmijs
@jeremiahrabitor

Top Tweeters in G6:
@rwjf
@umdhealthequity
@umdcareercenter
@umdpublichealth
@uatshadygrove
@umdgradschool
@chandriatalks
@sgpublichealth
@umdphdcareers
@mehrabkhanii

Top Tweeters in G7:
@bmj_latest
@erictopol
@ibmwatsonhealth
@lgcuervoamore
@ietscolombia
@epistemonikos
@davidtovey
@cbmrt_org
@googlehealth
@gretchenpurcell

Top Tweeters in G8:
@cdcgov
@adcouncil
@nidanews
@us_fda
@fdatobacco
@aetcncrc
@tc_bmj
@evokekyne
@aanesetti

Top Tweeters in G9:
@tslumley
@statstas
@polisciatnu
@aapor
@olson_km
@joejohnmurphy
@mmandysha
@alisusita
@tjsammy6

Top Tweeters in G10:
@helaire
@montgomerycomd
@ggccnews
@think_moco
@jamesdc32
@mocobizsolution
@teejayehh
@maozhuzhu1