westat, Twitter, 8/7/2020 3:53:11 AM, 232053


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westat_2020-08-06_20-48-00.xlsx
westat_2020-08-06_20-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2020
Short Description:
westat via NodeXL https://bit.ly/2XCS1h4
@westat
@womeninstat
@compcenternet
@cynraebland
@amstatnews
@jmmulrow
@nasmhpd
@jeremiahrabitor
@healthcommsoc
@grimalkina

Top hashtags:
#aapor
#covid19
#jsm2020
#jobs
#moms
#clinicaltrials
#wahm
#icymi
#westat
#survey

Description:
Description
The graph represents a network of 395 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, 07 August 2020 at 03:49 UTC.

The requested start date was Friday, 07 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 96-day, 12-hour, 3-minute period from Friday, 01 May 2020 at 13:58 UTC to Thursday, 06 August 2020 at 02:01 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 : 395
Unique Edges : 585
Edges With Duplicates : 1888
Total Edges : 2473
Number of Edge Types : 5
Tweet : 216
MentionsInRetweet : 797
Mentions : 1113
Retweet : 282
Replies to : 65
Self-Loops : 219
Reciprocated Vertex Pair Ratio : 0.0595690747782003
Reciprocated Edge Ratio : 0.11244019138756
Connected Components : 45
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 267
Maximum Edges in a Connected Component : 2212
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.803959
Graph Density : 0.00537171496498104
Modularity : 0.263676
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 395 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, 07 August 2020 at 03:49 UTC.

The requested start date was Friday, 07 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 96-day, 12-hour, 3-minute period from Friday, 01 May 2020 at 13:58 UTC to Thursday, 06 August 2020 at 02:01 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:
[16] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/
[14] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[9] https://www.flexjobs.com/404
[8] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[7] https://careers.kellyservices.com/
[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.westat.com/sites/default/files/JSM-PresenterList-508.pdf

Top URLs in Tweet in G1:
[6] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[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/sites/default/files/JSM-PresenterList-508.pdf
[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
[3] https://www.westat.com/articles/deepak-khatry-present-biomarker-stratified-clinical-trial-designs
[2] https://www.westat.com/articles/national-hiv-testing-day-june-27-2020
[2] https://www.westat.com/articles/message-westat-ceo-scott-royal

Top URLs in Tweet in G2:
[2] https://www.westat.com/sites/default/files/AAPOR-Presentation-for-508_0.pdf
[2] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[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://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://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[1] https://demo-graphics.westat.com/video/Statistical_Careers/

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] 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://www.flexjobs.com/404
[1] https://www.westat.com/careers
[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
[2] https://westat.zoomgov.com/meeting/register/vJIsf-Grqz0oHKl1-S0hsHY_XBApboluUp4
[1] https://compcenternetwork.org/collection/5843

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1270392695039627268

Top URLs in Tweet in G7:
[1] https://19thnews.org/2020/08/americas-first-female-recession/
[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
[1] https://twitter.com/mikakyv365/status/1288548654429736961

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1271439396823355393
[1] https://twitter.com/i/web/status/1271520844515328008

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1260747544440651776
[1] https://twitter.com/i/web/status/1260222925560569857
[1] https://doi.org/10.1086/709672

Top Domains
Top Domains in Tweet in Entire Graph:
[84] twitter.com
[73] westat.com
[30] workathomemomrevolution.com
[28] nationwidejobsearch.com
[12] eventscribe.com
[9] flexjobs.com
[8] attendesource.com
[8] zoomgov.com
[8] brassring.com
[7] amstat.org

Top Domains in Tweet in G1:
[61] westat.com
[53] twitter.com
[12] eventscribe.com
[8] brassring.com
[7] iheart.com
[6] attendesource.com
[5] amstat.org
[4] appam.org
[3] executivebiz.com
[3] facebook.com

Top Domains in Tweet in G2:
[7] westat.com
[6] urban.org
[3] twitter.com
[2] attendesource.com
[2] amstat.org
[1] zoom.us
[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:
[28] nationwidejobsearch.com
[5] twitter.com
[2] linkedin.com
[2] biohealthcapital.com
[2] executivebiz.com
[1] aetnacareers.com
[1] intuit.com
[1] kaplan.com
[1] kellyservices.com
[1] flexjobs.com

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

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

Top Domains in Tweet in G7:
[3] twitter.com
[2] buzzsprout.com
[1] 19thnews.org
[1] nydailynews.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] aapor
[47] covid19
[40] jsm2020
[25] jobs
[18] moms
[15] clinicaltrials
[14] wahm
[13] icymi
[13] westat
[11] survey



Top Hashtags in Tweet in G1:
[73] aapor
[44] covid19
[26] jsm2020
[15] clinicaltrials
[11] survey
[9] careers
[8] hivtestingday
[8] icymi
[8] eval
[7] coronavirus

Top Hashtags in Tweet in G2:
[10] jsm2020
[7] aapor
[5] statistics
[4] datascience
[2] everyonecounts
[1] bgov200
[1] covid19
[1] arm20
[1] stats
[1] jsm2019

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] edchat
[5] icymi
[3] schools
[3] elearning
[3] distancelearning
[2] education
[2] edtech
[2] blendedlearning
[2] educators
[2] families

Top Hashtags in Tweet in G6:
[4] jsm2020
[2] aapor
[1] statistics

Top Hashtags in Tweet in G7:
[7] westat
[1] mothersday
[1] knowyourvalue

Top Hashtags in Tweet in G9:
[4] aapor

Top Words
Top Words in Tweet in Entire Graph:
[522] westat
[86] #aapor
[70] data
[62] amstatnews
[61] work
[61] urbaninstitute
[56] more
[53] statliznc
[53] epa
[53] nc_asa

Top Words in Tweet in G1:
[300] westat
[73] #aapor
[50] more
[44] #covid19
[44] re
[41] virtual
[34] proud
[30] westatscott
[29] join
[27] clinical

Top Words in Tweet in G2:
[60] westat
[59] urbaninstitute
[58] amstatnews
[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:
[31] westat
[18] job
[16] field
[16] interviewer
[15] surveyresearcherjobs
[11] hiring
[11] latest
[11] opening
[8] tx
[7] great

Top Words in Tweet in G5:
[27] scenario
[26] planning
[25] districts
[24] schools
[23] compcenternet
[23] using
[21] 20
[21] 21
[21] return
[18] gt

Top Words in Tweet in G6:
[6] westat
[5] sponsors
[5] abbvie
[5] novartis
[5] stata
[4] #jsm2020
[4] ibm
[3] berryconsultant
[3] jsm
[3] amstatnews

Top Words in Tweet in G7:
[7] #westat
[7] westat
[7] mini
[6] westatpod
[6] hope
[5] special
[5] day
[4] good
[4] awfully
[4] request

Top Words in Tweet in G9:
[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 G10:
[3] americanu
[3] georgetown
[3] griverorz
[3] westat
[2] jonathanmijs
[2] paper
[2] elizabeth
[2] suhay
[2] marko
[2] klasnja

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:
[25] westat,westat
[22] leverage,points
[22] points,stronger
[20] appam,institutional
[20] institutional,member
[20] member,forum
[18] westat,proud
[15] stronger,more
[14] join,westat
[13] clinical,trials

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:
[16] field,interviewer
[8] job,opening
[7] latest,job
[7] great,fit
[6] join,westat
[6] westat,team
[6] team,latest
[5] interviewer,part
[5] part,time
[5] interested,field

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

Top Word Pairs in Tweet in G6:
[5] sponsors,abbvie
[5] novartis,stata
[3] amstatnews,thank
[3] thank,#jsm2020
[3] #jsm2020,gold
[3] gold,sponsors
[3] abbvie,berryconsultants
[3] merck,novartis
[3] stata,takedapharma
[2] virtual,exhibit

Top Word Pairs in Tweet in G7:
[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 G9:
[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 G10:
[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 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 G7:
@skyepillsbury

Top Replied-To in G8:
@festongadaya

Top Replied-To in G9:
@aapor
@olson_km
@en_bp

Top Replied-To in G10:
@jonathanmijs

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

Top Mentioned in G1:
@westat
@westatscott
@jmmulrow
@appam_dc
@tlsavage2
@healthcommsoc
@mandt_bank
@brad1723
@1047wonkfm
@aapor

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:
@westat
@abbvie
@novartis
@stata
@ibm
@berryconsultant
@amstatnews
@merck
@takedapharma

Top Mentioned in G7:
@westatpod
@westoriesstl
@meweintl
@jess_buchanan1
@tedxpearlstreet
@19thnews
@jessicahonegger
@noondaystyle
@debperelman
@jmpalmieri

Top Mentioned in G8:
@totmedics2020
@wakusnooz
@marekamalili
@scholadecaprado
@kennedymmari
@mabalamakengeza
@chapo255
@petersonchris_
@bajabiri
@wemakako

Top Mentioned in G9:
@westat
@olson_km
@jlholzberg
@vtpollster
@mlink01
@aapor
@marketingsysgrp
@statstas
@rnishimura

Top Mentioned in G10:
@americanu
@georgetown
@griverorz
@westat
@mikesav47032563
@katharina_hecht
@lseinequalities
@asa_ipm
@jonathanmijs

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@ranganaathan
@barvak
@theartofstunt
@washingtonpost
@entwistletx
@marekamalili
@bitchimmikeb
@bajabiri
@duhitzmiaaaa

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
@us_fda

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
@mschanny1

Top Tweeters in G6:
@orderofthedimen
@griffspeak
@statstas
@ibm
@novartis
@chartbeat
@pfizer
@merck
@abbvie
@stata

Top Tweeters in G7:
@jmpalmieri
@noondaystyle
@skyepillsbury
@mohsindin
@debperelman
@ilsafragrances
@westoriesstl
@19thnews
@westatpod
@jessicahonegger

Top Tweeters in G8:
@marekamalili
@bajabiri
@wakusnooz
@kennedymmari
@scholadecaprado
@wemakako
@mabalamakengeza
@chapo255
@petersonchris_
@festongadaya

Top Tweeters in G9:
@vtpollster
@mlink01
@aapor
@jlholzberg
@dansultanescu
@rnishimura
@olson_km
@stephnie
@marketingsysgrp
@en_bp

Top Tweeters in G10:
@drdaveobrien
@americanu
@georgetown
@lseinequalities
@mikesav47032563
@asa_ipm
@jonathanmijs
@jeremiahrabitor
@griverorz
@katharina_hecht