westat, Twitter, 7/31/2020 3:53:42 AM, 231458


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westat_2020-07-30_20-48-00.xlsx
westat_2020-07-30_20-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
westat via NodeXL https://bit.ly/39PoGVC
@westat
@womeninstat
@compcenternet
@cynraebland
@jmmulrow
@nasmhpd
@jeremiahrabitor
@healthcommsoc
@grimalkina
@chelseaparlett

Top hashtags:
#aapor
#covid19
#jobs
#clinicaltrials
#moms
#westat
#icymi
#survey
#hiv
#wahm

Description:
Description
The graph represents a network of 372 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, 31 July 2020 at 03:49 UTC.

The requested start date was Friday, 31 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 90-day, 7-hour, 55-minute period from Friday, 01 May 2020 at 13:58 UTC to Thursday, 30 July 2020 at 21:53 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 : 372
Unique Edges : 544
Edges With Duplicates : 1779
Total Edges : 2323
Number of Edge Types : 5
Retweet : 257
MentionsInRetweet : 738
Mentions : 1080
Tweet : 186
Replies to : 62
Self-Loops : 188
Reciprocated Vertex Pair Ratio : 0.0631868131868132
Reciprocated Edge Ratio : 0.118863049095607
Connected Components : 43
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 254
Maximum Edges in a Connected Component : 2095
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.793275
Graph Density : 0.00560820798191462
Modularity : 0.264045
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 372 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, 31 July 2020 at 03:49 UTC.

The requested start date was Friday, 31 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 90-day, 7-hour, 55-minute period from Friday, 01 May 2020 at 13:58 UTC to Thursday, 30 July 2020 at 21:53 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:
[14] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/
[9] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[6] https://westat.zoomgov.com/meeting/register/vJIsdeGorz0qEpMStcz45E0p-Zg4bUvXZwo
[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://www.appam.org/conference-events/institutional-forum-westat-2020/
[3] https://www.westat.com/articles/2019-annual-report-congress-implementing-individuals-disabilities-education-act-idea
[3] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[3] https://www.westat.com/articles/deepak-khatry-present-biomarker-stratified-clinical-trial-designs

Top URLs in Tweet in G1:
[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
[4] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[3] https://www.westat.com/articles/deepak-khatry-present-biomarker-stratified-clinical-trial-designs
[3] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/
[3] https://www.westat.com/articles/2019-annual-report-congress-implementing-individuals-disabilities-education-act-idea
[2] https://www.westat.com/articles/westat-supports-clients-range-covid-19-research
[2] https://www.westat.com/articles/westats-abram-rosenblatt-impact-covid-19-behavioral-health-0
[2] https://www.westat.com/articles/westat-2020-american-association-public-opinion-research-conference
[2] http://www.eventScribe.com/2020/AAPOR2020/QRcode.asp?presentation=1338565

Top URLs in Tweet in G2:
[2] https://www.westat.com/sites/default/files/AAPOR-Presentation-for-508_0.pdf
[1] https://www.westat.com/articles/2020-bgov200-westat-ranked-federal-industry-leader
[1] https://twitter.com/westat/status/1270471433056071682
[1] https://us02web.zoom.us/j/84487031794
[1] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[1] https://www.facebook.com/westat.hq/videos/3221091287943508/
[1] https://www.westat.com/covid-19-strategies-solutions
[1] https://twitter.com/i/web/status/1285278830534578176
[1] https://twitter.com/i/web/status/1256251737767378951
[1] https://www.nist.gov/people/amanda-koepke

Top URLs in Tweet in G3:
[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.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] https://www.flexjobs.com/404
[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
[2] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/
[1] https://www.aetnacareers.com
[1] https://www.intuit.com/careers
[1] https://kaplan.com/work-with-us/our-culture
[1] https://careers.kellyservices.com/
[1] https://twitter.com/_killakir/status/1258155197798416384
[1] https://www.govconwire.com/2020/05/westat-to-help-clients-conduct-research-projects-on-covid-19/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[6] https://westat.zoomgov.com/meeting/register/vJIsdeGorz0qEpMStcz45E0p-Zg4bUvXZwo
[1] https://compcenternetwork.org/collection/5843

Top URLs in Tweet in G6:
[1] https://twitter.com/mikakyv365/status/1288548654429736961
[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/1260712428586885120
[1] https://twitter.com/debperelman/status/1278687864818208768
[1] https://www.buzzsprout.com/768062/4600859

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1271439396823355393
[1] https://twitter.com/i/web/status/1271520844515328008

Top URLs in Tweet in G9:
[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 G10:
[1] https://twitter.com/i/web/status/1273718590450040840
[1] https://twitter.com/i/web/status/1273723450335600642
[1] https://twitter.com/i/web/status/1277699621796577282
[1] https://twitter.com/i/web/status/1282300339933388801

Top Domains
Top Domains in Tweet in Entire Graph:
[82] twitter.com
[65] westat.com
[23] workathomemomrevolution.com
[17] nationwidejobsearch.com
[12] eventscribe.com
[8] brassring.com
[7] iheart.com
[6] zoomgov.com
[6] urban.org
[5] linkedin.com

Top Domains in Tweet in G1:
[57] westat.com
[51] twitter.com
[12] eventscribe.com
[8] brassring.com
[7] iheart.com
[4] appam.org
[3] facebook.com
[3] secure-platform.com
[3] executivebiz.com
[2] attendesource.com

Top Domains in Tweet in G2:
[6] urban.org
[5] westat.com
[3] twitter.com
[2] amstat.org
[1] zoom.us
[1] attendesource.com
[1] facebook.com
[1] nist.gov
[1] rstudio.com
[1] onceupondata.com

Top Domains in Tweet in G3:
[2] webex.com
[1] fda.gov

Top Domains in Tweet in G4:
[17] nationwidejobsearch.com
[5] twitter.com
[2] flexjobs.com
[2] westat.com
[2] linkedin.com
[2] biohealthcapital.com
[2] executivebiz.com
[1] aetnacareers.com
[1] intuit.com
[1] kaplan.com

Top Domains in Tweet in G5:
[6] zoomgov.com
[1] compcenternetwork.org

Top Domains in Tweet in G6:
[3] twitter.com
[2] buzzsprout.com
[1] nydailynews.com

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

Top Domains in Tweet in G9:
[2] twitter.com
[1] doi.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] aapor
[45] covid19
[20] jobs
[15] clinicaltrials
[13] moms
[12] westat
[12] icymi
[10] survey
[9] hiv
[9] wahm



Top Hashtags in Tweet in G1:
[75] aapor
[42] covid19
[15] clinicaltrials
[10] survey
[8] hivtestingday
[7] coronavirus
[7] eval
[7] pandemic
[7] icymi
[6] hiv

Top Hashtags in Tweet in G2:
[7] aapor
[3] jsm2020
[2] statistics
[2] datascience
[1] bgov200
[1] covid19
[1] arm20
[1] jsm2019
[1] datascientists
[1] datascientist

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

Top Hashtags in Tweet in G4:
[3] jobs
[2] hiring
[2] usa
[2] 15914br
[2] 16273br
[2] 16275br
[2] 16190br
[1] rockville
[1] maryland
[1] huntsville

Top Hashtags in Tweet in G5:
[5] icymi
[4] edchat
[3] elearning
[3] distancelearning
[2] education
[2] schools
[2] edtech
[2] blendedlearning
[2] educators
[2] families

Top Hashtags in Tweet in G6:
[6] westat
[1] knowyourvalue
[1] mothersday

Top Hashtags in Tweet in G8:
[4] aapor

Top Hashtags in Tweet in G10:
[8] springisd_curr
[7] springisd
[5] westat
[2] summerlearningweek
[1] nationalsummerlearningweek
[1] summermatters

Top Words
Top Words in Tweet in Entire Graph:
[465] westat
[86] #aapor
[61] urbaninstitute
[59] data
[57] amstatnews
[53] statliznc
[53] epa
[53] nc_asa
[53] jamilajendayi
[53] alenastern

Top Words in Tweet in G1:
[277] westat
[75] #aapor
[46] more
[42] #covid19
[39] virtual
[35] re
[30] proud
[29] westatscott
[27] clinical
[26] health

Top Words in Tweet in G2:
[59] urbaninstitute
[57] amstatnews
[53] westat
[53] statliznc
[53] epa
[53] nc_asa
[53] jamilajendayi
[53] alenastern
[53] mastercard
[53] vzheng0120

Top Words in Tweet in G3:
[10] westat
[7] cdcgov
[6] forsmarshgroup
[6] national
[5] healthcommsoc
[5] thanks
[5] airinforms
[5] communicatehlth
[4] sponsors
[4] uthealthcomm

Top Words in Tweet in G4:
[24] westat
[13] field
[13] interviewer
[12] job
[7] hiring
[7] surveyresearcherjobs
[6] latest
[6] opening
[6] great
[6] fit

Top Words in Tweet in G5:
[23] districts
[23] schools
[23] using
[23] scenario
[23] planning
[21] 20
[21] 21
[21] return
[20] compcenternet
[16] gt

Top Words in Tweet in G6:
[7] westat
[7] mini
[6] #westat
[6] westatpod
[6] hope
[5] special
[5] day
[4] good
[4] awfully
[4] request

Top Words in Tweet in G8:
[10] westat
[5] olson_km
[5] aapor
[4] #aapor
[4] jlholzberg
[3] survey
[3] make
[3] vtpollster
[2] booth
[2] year's

Top Words in Tweet in G9:
[3] americanu
[3] georgetown
[3] griverorz
[3] westat
[2] jonathanmijs
[2] paper
[2] elizabeth
[2] suhay
[2] marko
[2] klasnja

Top Words in Tweet in G10:
[24] 21st
[24] cclc
[23] safe21stcentury
[19] steam
[18] summer
[17] students
[16] during
[16] camp
[14] spring
[14] isd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] statliznc,epa
[53] epa,amstatnews
[53] amstatnews,nc_asa
[53] nc_asa,urbaninstitute
[53] urbaninstitute,jamilajendayi
[53] jamilajendayi,alenastern
[53] alenastern,mastercard
[53] mastercard,vzheng0120
[51] vzheng0120,coder_jess
[49] coder_jess,kodeh

Top Word Pairs in Tweet in G1:
[23] westat,westat
[20] leverage,points
[20] points,stronger
[19] appam,institutional
[19] institutional,member
[19] member,forum
[16] westat,proud
[13] clinical,trials
[13] 18,appam
[13] forum,hosted

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

Top Word Pairs in Tweet in G3:
[5] westat,communicatehlth
[4] healthcommsoc,thanks
[4] thanks,sponsors
[4] sponsors,airinforms
[4] airinforms,uthealthcomm
[4] uthealthcomm,westat
[4] communicatehlth,forsmarshgroup
[4] forsmarshgroup,norcnews
[4] norcnews,evokekyne
[4] evokekyne,prev

Top Word Pairs in Tweet in G4:
[13] field,interviewer
[6] great,fit
[5] interested,field
[4] job,opening
[4] interviewer,part
[4] part,time
[4] hiring,field
[4] apply,surveyresearcherjobs
[3] covid,19
[3] latest,job

Top Word Pairs in Tweet in G5:
[23] districts,schools
[23] schools,using
[23] using,scenario
[23] scenario,planning
[21] planning,20
[21] 20,21
[21] 21,return
[15] return,school
[10] 11am,ct
[8] gt,gt

Top Word Pairs in Tweet in G6:
[4] awfully,special
[4] special,request
[4] request,played
[4] played,before
[4] before,week
[4] week,#westat
[4] #westat,mini
[4] mini,huge
[4] huge,fans
[4] fans,westoriesstl

Top Word Pairs in Tweet in G8:
[4] olson_km,jlholzberg
[2] year's,#aapor
[2] #aapor,conference
[2] year,make
[2] make,tough
[2] tough,decisions
[2] decisions,#aapor
[2] #aapor,competition
[2] competition,winners
[2] winners,olson_km

Top Word Pairs in Tweet in G9:
[3] georgetown,griverorz
[3] griverorz,westat
[2] paper,elizabeth
[2] elizabeth,suhay
[2] suhay,americanu
[2] americanu,marko
[2] marko,klasnja
[2] klasnja,georgetown

Top Word Pairs in Tweet in G10:
[24] 21st,cclc
[14] spring,isd
[14] steam,camp
[12] camp,home
[10] summer,steam
[8] safe21stcentury,spring
[8] literacy,skills
[6] isd,project
[6] project,safe
[6] safe,students

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

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

Top Replied-To in G2:
@statliznc
@westat
@womeninstat
@chelseaparlett

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

Top Replied-To in G6:
@skyepillsbury

Top Replied-To in G7:
@festongadaya

Top Replied-To in G8:
@aapor
@olson_km
@en_bp

Top Replied-To in G9:
@jonathanmijs

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

Top Mentioned in G1:
@westat
@westatscott
@appam_dc
@tlsavage2
@jmmulrow
@healthcommsoc
@mandt_bank
@brad1723
@aapor
@compcenternet

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

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

Top Mentioned in G4:
@biohealthcr
@pdacosta

Top Mentioned in G5:
@compcenternet
@bellwethered
@westat
@bellwether
@acreandavis
@gtlcenter

Top Mentioned in G6:
@westatpod
@westoriesstl
@meweintl
@jess_buchanan1
@tedxpearlstreet
@jmpalmieri
@jessicahonegger
@noondaystyle
@debperelman

Top Mentioned in G7:
@totmedics2020
@wakusnooz
@marekamalili
@scholadecaprado
@kennedymmari
@mabalamakengeza
@chapo255
@petersonchris_
@bajabiri
@wemakako

Top Mentioned in G8:
@westat
@olson_km
@jlholzberg
@vtpollster
@mlink01
@aapor
@marketingsysgrp
@statstas
@rnishimura

Top Mentioned in G9:
@americanu
@georgetown
@griverorz
@westat
@mikesav47032563
@katharina_hecht
@lseinequalities
@asa_ipm
@jonathanmijs

Top Mentioned in G10:
@safe21stcentury

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@ranganaathan
@washingtonpost
@entwistletx
@marekamalili
@bajabiri
@pdacosta
@wahmrevolution
@seekervore
@moiskd

Top Tweeters in G1:
@washingtonpost
@baltimoresun
@hot995
@betterjobsearch
@boweezy305
@wmzq
@un
@who
@dc101
@mdrc_news

Top Tweeters in G2:
@femtech_
@entwistletx
@mastercard
@datasciencebot_
@code_convention
@rstats4ds
@stitchfix
@hspter
@nsf
@epa

Top Tweeters in G3:
@brookingsinst
@randcorporation
@little_lolos
@cdcgov
@usajobs
@urbaninstitute
@abtassociates
@adcouncil
@airinforms
@nidanews

Top Tweeters in G4:
@pdacosta
@thechestnutpost
@nwjs_jobs
@tubagboholcom
@empleosio
@michaelbindner
@botindustry
@bestremotejobs1
@_killakir
@firstarrowes

Top Tweeters in G5:
@duckmo73
@arotherham
@distancelrnbot
@bellwethered
@gtlcenter
@thencii
@acreandavis
@jennschiess
@bellwether
@compcenternet

Top Tweeters in G6:
@jmpalmieri
@noondaystyle
@skyepillsbury
@mohsindin
@debperelman
@ilsafragrances
@westoriesstl
@westatpod
@jessicahonegger
@mewesyria

Top Tweeters in G7:
@marekamalili
@bajabiri
@wakusnooz
@kennedymmari
@scholadecaprado
@wemakako
@mabalamakengeza
@chapo255
@petersonchris_
@festongadaya

Top Tweeters in G8:
@statstas
@vtpollster
@mlink01
@aapor
@jlholzberg
@dansultanescu
@rnishimura
@olson_km
@stephnie
@marketingsysgrp

Top Tweeters in G9:
@drdaveobrien
@americanu
@georgetown
@lseinequalities
@mikesav47032563
@asa_ipm
@jonathanmijs
@jeremiahrabitor
@griverorz
@katharina_hecht

Top Tweeters in G10:
@khechara
@springisd_curr
@springisd
@revjackmann
@all_star_cubs
@safe21stcentury
@afterwells
@bammel21stcclc