westat, Twitter, 10/7/2022 3:29:57 AM, 282511


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westat_2022-10-06_20-24-33.xlsx
westat_2022-10-06_20-24-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2022
Short Description:
westat via NodeXL https://bit.ly/3ebT7ff
@westat
@cdc_hiv
@jsurvstatmeth
@esrasurvey
@ghsahq
@amstatnews
@natcompcenter
@lucyvin007
@ucnpi
@nihceal

Top hashtags:
#jsm2022
#disability
#racism
#accountable
#twitter
#ahrq
#healthequity
#engageeverystudent
#hivtestingday

Description:
Description
The graph represents a network of 498 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 October 2022 at 03:25 UTC.

The requested start date was Friday, 07 October 2022 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 126-day, 1-hour, 48-minute period from Wednesday, 01 June 2022 at 14:12 UTC to Wednesday, 05 October 2022 at 16:00 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 : 498
Unique Edges : 582
Edges With Duplicates : 1465
Total Edges : 2047
Number of Edge Types : 5
MentionsInRetweet : 591
Mentions : 904
Replies to : 94
Retweet : 268
Tweet : 190
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.0711700844390832
Reciprocated Edge Ratio : 0.132882882882883
Connected Components : 44
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 418
Maximum Edges in a Connected Component : 1924
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.21279
Graph Density : 0.00358779181110761
Modularity : 0.337572
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 498 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 October 2022 at 03:25 UTC.

The requested start date was Friday, 07 October 2022 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 126-day, 1-hour, 48-minute period from Wednesday, 01 June 2022 at 14:12 UTC to Wednesday, 05 October 2022 at 16:00 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:
[20] https://westat.zoomgov.com/webinar/register/WN_l-LAum9cTz-8dFMYsPIHRQ
[7] https://westat.zoomgov.com/webinar/register/WN_dmgpv-wJQt66EyR2yrK7xQ
[7] https://www.europeansurveyresearch.org/conferences/call-sessions
[6] https://www.eventbrite.com/e/westat-reception-at-the-2022-joint-statistical-meetings-jsm-tickets-368592067797?aff=erelexpmlt
[5] https://westat.zoomgov.com/webinar/register/WN_BSOQ-_1uQOaczqoEey2VDA?utm_source=cdc&utm_medium=social&utm_campaign=promo
[4] https://evidenceandequitycollab.org/
[4] https://www.acf.hhs.gov/opre/report/case-study-report-iowas-integrated-data-system-decision-making-i2d2
[4] https://www.westat.com/sites/default/files/JSM-2022-PresentationList-508_0.pdf
[3] https://westat.zoom.us/meeting/register/tZcucuqqqD4tE9VFNuTtlWllO3A1FO_Moymb
[3] https://www.westat.com/articles/raising-awareness-aging-adults-hiv

Top URLs in Tweet in G1:
[5] https://www.eventbrite.com/e/westat-reception-at-the-2022-joint-statistical-meetings-jsm-tickets-368592067797?aff=erelexpmlt
[3] https://www.westat.com/sites/default/files/JSM-2022-PresentationList-508_0.pdf
[3] http://covid.gov/
[3] https://jobs.disabilitytalent.org/jobs/?q=Westat&l=
[3] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?partnerid=82&siteid=5197&PageType=JobDetails&jobid=903506&codes=1-INDEED#jobDetails=903506_5197
[2] https://evidenceandequitycollab.org/
[2] https://www.westat.com/articles/cavi-cost-effective-efficient-data-collection-tool
[2] https://www.westat.com/articles/data-visualization-telling-data-rich-stories
[2] https://www.youtube.com/watch?v=8yXLNU11eGU

[2] https://www.westat.com/articles/long-covid-new-government-reports-helpful-services-research-agenda

Top URLs in Tweet in G2:
[2] https://www.prweb.com/releases/westat_announces_acquisition_of_insight_policy_research/prweb18743980.htm
[2] https://www.westat.com/articles/raising-awareness-aging-adults-hiv
[2] https://www.westat.com/articles/education-equity-enhanced-new-year-round-academic-programming
[2] https://westat.zoom.us/meeting/register/tZAvdeusqj0oEtUTQlYAoUktHXl1QIUuGhd4
[1] https://www.westat.com/articles/westat-support-samhsa-further-their-leadership-role-behavioral-health-financing
[1] http://www.prweb.com/releases/jean_opsomer_to_receive_american_statistical_association_2022_founders_award/prweb18826852.htm
[1] https://evidenceandequitycollab.org/
[1] https://www.westat.com/articles/westat-adds-3-new-members-its-board-directors
[1] https://www.westat.com/articles/westat-washington-technologys-2022-top-100-list
[1] https://twitter.com/NatCompCenter/status/1547668700320280578

Top URLs in Tweet in G3:
[1] https://twitter.com/westatlies/status/1523128260665626624
[1] https://twitter.com/westat/status/1532137425887236103
[1] https://twitter.com/spazzaturapod/status/1552057748522553344

Top URLs in Tweet in G4:
[4] https://www.acf.hhs.gov/opre/report/case-study-report-iowas-integrated-data-system-decision-making-i2d2
[3] https://www.mdrc.org/project/building-evidence-employment-strategies-bees
[2] https://ehp.niehs.nih.gov/doi/10.1289/EHP10734
[1] https://www.abtassociates.com/insights/publications/article/client-racial-composition-in-first-episode-psychosis-programs?utm_campaign=tamara_c._daley__her_form&utm_content=1657139795&utm_medium=twitter&utm_source=abtassociates
[1] https://evidenceandequitycollab.org/
[1] https://twitter.com/i/web/status/1537188964897107969
[1] https://www.mdrc.org/publication/implementation-lessons-practitioners-techhire-and-swfi-randomized-controlled-trial

Top URLs in Tweet in G6:
[1] https://twitter.com/norcnews/status/1557450538614231040
[1] https://twitter.com/YouGovAmerica/status/1540830563073986560

Top URLs in Tweet in G7:
[2] https://westat.zoomgov.com/webinar/register/WN_BSOQ-_1uQOaczqoEey2VDA
[1] https://twitter.com/westat/status/1534614997992718341
[1] https://twitter.com/i/web/status/1538918062295879680
[1] http://mna.im/acquisition?ViewModes=6&AcquisitionID=86130
[1] https://twitter.com/i/web/status/1541353538751791104
[1] https://www.prweb.com/releases/westat_to_support_samhsa_to_further_their_leadership_role_in_behavioral_health_financing/prweb18799398.htm
[1] https://twitter.com/westat/status/1529906473744093186
[1] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?partnerid=82&siteid=5197&PageType=JobDetails&jobid=904345&codes=1-INDEED#jobDetails=904345_5197
[1] https://www.westat.com/careers
[1] https://www.westat.com/careers/tips-job-seekers

Top URLs in Tweet in G8:
[1] https://academic.oup.com/jssam/article-lookup/doi/10.1093/jssam/smw025
[1] https://academic.oup.com/jssam/article-lookup/doi/10.1093/jssam/smw036
[1] https://academic.oup.com/jssam/article-lookup/doi/10.1093/jssam/smv047
[1] https://academic.oup.com/jssam/article-lookup/doi/10.1093/jssam/smw001
[1] http://academic.oup.com/jssam/article/5/3/281/3930847/The-Gulf-Recreation-Study-Assessing-Lost
[1] https://academic.oup.com/jssam/article/10/4/1024/6415407

Top URLs in Tweet in G9:
[1] https://www.westat.com/articles/health-communication-challenges-and-opportunities-westat-supports-national-health
[1] https://twitter.com/i/web/status/1537881555300847617
[1] https://twitter.com/i/web/status/1537244739325480960

Top URLs in Tweet in G10:
[4] https://westat.zoomgov.com/webinar/register/WN_BSOQ-_1uQOaczqoEey2VDA?utm_source=cdc&utm_medium=social&utm_campaign=promo
[1] https://westat.zoomgov.com/webinar/register/WN_BSOQ-_1uQOaczqoEey2VDA?ACSTrackingID=USCDC_311-DM83284&ACSTrackingLabel=NHTD
[1] Webinar
[1] Promotional
[1] E-blast&deliveryName=USCDC_311-DM83284

Top Domains
Top Domains in Tweet in Entire Graph:
[77] westat.com
[54] twitter.com
[36] zoomgov.com
[28] mailchi.mp
[13] youtube.com
[10] eventbrite.com
[10] brassring.com
[8] zoom.us
[7] oup.com
[7] europeansurveyresearch.org

Top Domains in Tweet in G1:
[60] westat.com
[21] twitter.com
[8] brassring.com
[7] youtube.com
[6] eventbrite.com
[5] frontend.la
[4] cdc.gov
[4] youtu.be
[3] covid.gov
[3] nhtsa.gov

Top Domains in Tweet in G2:
[12] twitter.com
[11] westat.com
[5] zoom.us
[4] youtube.com
[3] prweb.com
[3] eventbrite.com
[1] evidenceandequitycollab.org
[1] bit.ly
[1] zoomgov.com
[1] engageeverystudent.org

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[4] mdrc.org
[4] hhs.gov
[2] nih.gov
[1] abtassociates.com
[1] evidenceandequitycollab.org
[1] twitter.com

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

Top Domains in Tweet in G7:
[6] twitter.com
[4] zobjobs.com
[2] zoomgov.com
[2] westat.com
[1] mna.im
[1] prweb.com
[1] brassring.com
[1] youtube.com
[1] swarmapp.com
[1] feedblitz.com

Top Domains in Tweet in G8:
[6] oup.com

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

Top Domains in Tweet in G10:
[5] zoomgov.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[59] jsm2022
[54] disability
[53] racism
[49] accountable
[40] twitter
[32] ahrq
[32] healthequity
[20] engageeverystudent
[19] hivtestingday
[18] breakingnews



Top Hashtags in Tweet in G1:
[33] jsm2022
[12] covid19
[9] jobs
[8] hiring
[7] careers
[7] westat
[7] opportunity
[5] longcovid
[5] engageeverystudent
[4] stophivtogether

Top Hashtags in Tweet in G2:
[15] engageeverystudent
[8] nf2022
[7] jsm2022
[5] equity
[3] hiv
[3] nhaad
[3] education
[3] edu
[2] stophivtogether
[2] k12

Top Hashtags in Tweet in G3:
[51] disability
[50] racism
[46] accountable
[37] twitter
[17] breakingnews
[17] tweet100
[16] retweet
[16] retweeetplease
[16] mentalhealth
[16] losangeles

Top Hashtags in Tweet in G4:
[4] datasharing
[2] icymi
[2] dol
[2] technicalskills
[2] h1b
[2] privacy
[2] dataprotection
[1] bees

Top Hashtags in Tweet in G5:
[13] jsm2022
[7] sdss2022
[5] sponsors
[1] statistics
[1] datascience

Top Hashtags in Tweet in G6:
[1] jsm2022
[1] themoreyouknow

Top Hashtags in Tweet in G7:
[6] westat
[3] tea
[3] usdoe
[3] hiring
[2] media
[1] ees2022
[1] osticon2022
[1] acquisition
[1] mna
[1] geopolitics

Top Hashtags in Tweet in G9:
[8] uthcli

Top Hashtags in Tweet in G10:
[17] hivtestingday
[4] stophivtogether

Top Words
Top Words in Tweet in Entire Graph:
[512] westat
[91] research
[83] hiltonfound
[72] learn
[68] more
[67] virtual
[62] register
[59] #jsm2022
[57] discrimination
[54] being

Top Words in Tweet in G1:
[142] westat
[39] more
[37] learn
[33] #jsm2022
[28] research
[24] data
[17] join
[16] check
[15] staff
[15] don

Top Words in Tweet in G2:
[67] westat
[31] natcompcenter
[22] acreandavis
[15] #engageeverystudent
[13] great
[13] learning
[12] join
[12] #nf2022
[11] excited
[11] leaders

Top Words in Tweet in G3:
[145] westat
[82] hiltonfound
[53] discrimination
[51] #disability
[50] #racism
[49] being
[46] held
[46] #accountable
[45] scotyappleseed
[43] advocatedeborah

Top Words in Tweet in G4:
[20] westat
[11] research
[11] more
[9] study
[9] âœ
[8] rti_intl
[7] opre_acf
[6] health
[6] abtassociates
[6] evidence

Top Words in Tweet in G5:
[31] westat
[19] thank
[18] amstatnews
[14] stata
[13] sponsors
[13] #jsm2022
[13] lillypad
[11] gold
[11] astrazeneca
[11] beigeneglobal

Top Words in Tweet in G6:
[5] westat
[4] think
[3] norcnews
[3] boozallen
[3] battelle
[3] tanks
[3] _qveenangg
[3] thelondon_lewk
[3] suggestion
[3] work

Top Words in Tweet in G7:
[27] westat
[12] eth
[8] rockville
[8] research
[8] remote
[7] care
[7] job
[6] health
[6] #westat
[6] providing

Top Words in Tweet in G8:
[6] read
[6] westat
[3] take
[3] look
[2] extension
[2] kish
[2] formula
[2] design
[2] effects
[2] two

Top Words in Tweet in G9:
[12] westat
[8] #uthcli
[7] uthealthcomm
[6] sponsors
[6] forsmarshgroup
[5] panel
[4] thanks
[3] healthcommsoc
[3] give
[3] quick

Top Words in Tweet in G10:
[21] national
[19] hiv
[17] #hivtestingday
[17] self
[17] care
[16] testing
[15] health
[15] check
[13] cdc_hiv
[13] june

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] westat,hiltonfound
[49] held,#accountable
[48] being,held
[48] #accountable,#racism
[48] #racism,#disability
[45] #disability,discrimination
[43] doesn,being
[41] learn,more
[40] #twitter,westat
[39] westat,doesn

Top Word Pairs in Tweet in G1:
[27] learn,more
[12] don,miss
[9] westat,proud
[8] networking,reception
[8] stop,booth
[7] join,westat
[7] make,sure
[7] #jobs,#hiring
[7] #hiring,#opportunity
[7] #opportunity,westat

Top Word Pairs in Tweet in G2:
[8] donna,elam
[7] acreandavis,lammertncc
[6] national,center
[5] westat,excited
[5] elam,acreandavis
[5] acreandavis,sharing
[5] sharing,kirkpatrick
[5] kirkpatrick,framework
[5] framework,capturing
[5] capturing,changes

Top Word Pairs in Tweet in G3:
[53] westat,hiltonfound
[46] held,#accountable
[45] being,held
[45] #accountable,#racism
[45] #racism,#disability
[42] #disability,discrimination
[40] doesn,being
[37] #twitter,westat
[36] westat,doesn
[32] discrimination,stop

Top Word Pairs in Tweet in G4:
[6] case,study
[5] learn,more
[4] urbaninstitute,westat
[4] westat,rti_intl
[4] building,evidence
[4] evidence,employment
[4] employment,strategies
[4] opre_acf,abtassociates
[4] abtassociates,mef_associates
[4] research,partner

Top Word Pairs in Tweet in G5:
[11] thank,#jsm2022
[11] #jsm2022,gold
[11] gold,sponsors
[11] sponsors,astrazeneca
[11] astrazeneca,beigeneglobal
[11] beigeneglobal,berryconsultant
[11] berryconsultant,lillypad
[11] lillypad,us_fda
[11] us_fda,jmp_software
[6] amstatnews,thank

Top Word Pairs in Tweet in G6:
[3] think,tanks
[3] _qveenangg,thelondon_lewk
[3] work,home
[2] meganha02317032,_qveenangg
[2] thelondon_lewk,suggestion
[2] suggestion,stay
[2] stay,work
[2] home,think
[2] tanks,hiring
[2] norcnews,battelle

Top Word Pairs in Tweet in G7:
[5] research,services
[5] westat,employeeowned
[5] employeeowned,corporation
[5] corporation,providing
[5] providing,research
[4] self,care
[4] hiv,testing
[4] remote,westat
[3] westat,inc
[3] rockville,md

Top Word Pairs in Tweet in G8:
[3] take,look
[2] read,extension
[2] extension,kish
[2] kish,formula
[2] formula,design
[2] design,effects
[2] effects,two
[2] two,three
[2] three,stage
[2] stage,designs

Top Word Pairs in Tweet in G9:
[3] give,quick
[3] quick,shout
[3] shout,amazing
[3] amazing,sponsors
[3] sponsors,moody
[3] moody,college
[3] college,utaustin
[3] utaustin,evokekyne
[3] evokekyne,westat
[3] thanks,campaign

Top Word Pairs in Tweet in G10:
[17] self,care
[16] hiv,testing
[15] care,health
[15] health,check
[15] check,national
[13] national,#hivtestingday
[12] june,1pm
[8] national,hiv
[8] testing,day
[7] register,self

Top Replied-To
Top Replied-To in Entire Graph:
@westat
@go_team_emma
@scotyappleseed
@mean2greenstrz
@advocatedeborah
@jessrayerogers
@ericamarshmd
@joannespetz
@alicia_plemmons
@westatscott

Top Replied-To in G1:
@westat

Top Replied-To in G2:
@natcompcenter
@westatscott
@edcommission

Top Replied-To in G3:
@go_team_emma
@westat
@scotyappleseed
@mean2greenstrz
@advocatedeborah
@jessrayerogers
@houselessfirst
@westatscott
@acreandavis
@rainbowpodcasts

Top Replied-To in G4:
@joannespetz
@alicia_plemmons
@education_air

Top Replied-To in G5:
@westat
@clairemkbowen
@amstatnews

Top Replied-To in G6:
@aoc
@meganha02317032
@crimeandpen

Top Replied-To in G9:
@uthealthcomm

Top Mentioned
Top Mentioned in Entire Graph:
@westat
@hiltonfound
@natcompcenter
@scotyappleseed
@advocatedeborah
@go_team_emma
@acreandavis
@amstatnews
@kathyhilton
@parishilton

Top Mentioned in G1:
@westat
@natcompcenter
@jmmulrow
@cdcgov
@nhtsagov
@nbamathhoops
@amstatnews
@mcccmd
@insightpolicy
@thisisstats

Top Mentioned in G2:
@westat
@natcompcenter
@acreandavis
@insightpolicy
@usedgov
@lammertncc
@westatscott
@edcommission
@leagueofcities
@aasahq

Top Mentioned in G3:
@westat
@hiltonfound
@scotyappleseed
@advocatedeborah
@go_team_emma
@kathyhilton
@parishilton
@potus
@westatlies
@spazzaturapod

Top Mentioned in G4:
@westat
@rti_intl
@opre_acf
@abtassociates
@i2d2_isu
@urbaninstitute
@wested
@mef_associates
@phinational
@aacnpolicy

Top Mentioned in G5:
@westat
@amstatnews
@stata
@lillypad
@astrazeneca
@beigeneglobal
@berryconsultant
@us_fda
@jmp_software
@att

Top Mentioned in G6:
@westat
@norcnews
@boozallen
@battelle
@_qveenangg
@thelondon_lewk
@abtdatascience
@aapor
@olson_km
@jolene_smyth

Top Mentioned in G8:
@westat
@rti_intl
@trentbuskirk
@cameronbrook
@wsupullman
@baruch_zicklin
@bgsu
@ssrs_research
@nielsen
@las_iastate

Top Mentioned in G9:
@westat
@forsmarshgroup
@uthealthcomm
@healthcommsoc
@utaustin
@evokekyne
@texasdshs
@communicat
@tawannaberry
@stdavidshc

Top Mentioned in G10:
@cdc_hiv
@dashawnusher
@glaad
@mobi_nyc
@drmermincdc

Top Tweeters
Top Tweeters in Entire Graph:
@frontendla
@education_24x7
@brindusab1
@mentalhealthbo5
@mariastsehai
@hiringcare
@forbes
@hephaistos_ai
@ensregistry
@jobsviatweet

Top Tweeters in G1:
@frontendla
@hiringcare
@hephaistos_ai
@jobsviatweet
@betterjobsearch
@stem_ai
@precisionmedbot
@corisbigmouth
@un
@jobs3j

Top Tweeters in G2:
@education_24x7
@forbes
@idcobot
@afterschool4all
@duckmo73
@usedgov
@ptrichsea
@aasahq
@leagueofcities
@natlgovsassoc

Top Tweeters in G3:
@mentalhealthbo5
@hardlynormal
@breaking24_7
@loveiscthulhu
@bottweet100
@wireless_step
@rooflesser
@parishilton
@go_team_emma
@mean2greenstrz

Top Tweeters in G4:
@brookingsinst
@hazardscampaign
@randcorporation
@mdrc_news
@thenci
@ehponline
@urbaninstitute
@stanford
@abtassociates
@airinforms

Top Tweeters in G5:
@datasciencebot_
@att
@sassoftware
@snowbal7
@uofcincy
@lillypad
@us_fda
@jmp_software
@meta
@amstatnews

Top Tweeters in G6:
@statstas
@battelle
@deloitte
@pwcus
@deloitteus
@boozallen
@_qveenangg
@icf
@aoc
@pwc

Top Tweeters in G7:
@brindusab1
@ensregistry
@_teen_problem
@zobjobsus
@epijobs
@linkewire
@freequentflyr
@berkerymanda
@botindustry
@fenwayhealth

Top Tweeters in G8:
@pewresearch
@bgsu
@nielsen
@wsupullman
@noaa
@rnishimura
@ssrs_research
@umd_agnr
@pewmethods
@baruch_zicklin

Top Tweeters in G9:
@webmd
@utaustin
@mackert
@adcouncil
@utexasmoody
@dellmedschool
@texasdshs
@uthealthcomm
@healthcommsoc
@stdavidshc

Top Tweeters in G10:
@publichealthmap
@glaad
@minorityhealth
@imstilljosh
@drmermincdc
@hivgov
@dashawnusher
@hivinfo_nih
@cdc_hiv
@fdahealthequity


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