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westat_2022-01-13_20-42-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
westat via NodeXL https://bit.ly/3rdUY5L
@westat
@cdc_hiv
@carlosex
@natrdz11
@sreesociety
@natcompcenter
@amstatnews
@hivgov
@ehponline
@wcer_uw

Top hashtags:
#prep
#hiv
#clinicians
#covid19
#cahps
#ahrq
#covid
#careers
#clinicaltrials
#jobs

Description:
Description
The graph represents a network of 381 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, 14 January 2022 at 04:44 UTC.

The requested start date was Friday, 14 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 104-day, 8-hour, 45-minute period from Friday, 01 October 2021 at 10:54 UTC to Thursday, 13 January 2022 at 19:40 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 : 381
Unique Edges : 353
Edges With Duplicates : 824
Total Edges : 1177
Number of Edge Types : 5
Mentions : 313
Retweet : 253
MentionsInRetweet : 401
Tweet : 178
Replies to : 32
Self-Loops : 180
Reciprocated Vertex Pair Ratio : 0.0686456400742115
Reciprocated Edge Ratio : 0.128472222222222
Connected Components : 36
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 998
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.235331
Graph Density : 0.00397845006216328
Modularity : 0.390133
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 381 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, 14 January 2022 at 04:44 UTC.

The requested start date was Friday, 14 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 104-day, 8-hour, 45-minute period from Friday, 01 October 2021 at 10:54 UTC to Thursday, 13 January 2022 at 19:40 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://westat.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=westat&service=6&rnd=0.12552526656594287&main_url=https%3A%2F%2Fwestat.webex.com%2Fec3300%2Feventcenter%2Fevent%2FeventAction.do%3FtheAction%3Ddetail%26%26%26EMK%3D4832534b00000005365b9f485e34dda8e0db64123f8bf8efce95d0c39c509456302c1494fd258d20%26siteurl%3Dwestat%26confViewID%3D207979960590170558%26encryptTicket%3DSDJTSwAAAAUbf_bW8Yv6OY3anqI9kwKJ3PXribQV1p11lvbCZrC2uQ2%26
[8] https://westat.zoomgov.com/webinar/register/WN_C8fuzU5NS8GvypTsZlwIyA
[8] https://www.eventbrite.com/e/ending-hiv-in-the-us-in-the-age-of-covid-registration-205259565887
[8] https://westat.zoom.us/meeting/register/tZAucu-spjguGdDRTtMT1UUON5cv4YxbZkGR
[6] https://www.medidata.com/en/company/westat?utm_source=twitter&utm_medium=sm&utm_content=westatpartnership&utm_campaign=gl-q421-cro-partneraccreditation
[6] https://www.westat.com/careers
[6] https://westat.zoomgov.com/webinar/register/WN_XiUSbO7cQVOMtjr4PbjgKw
[6] https://westat.zoomgov.com/meeting/register/vJIsdOygpzouHOcJUtqbFSWgpe1e32RAQFA
[5] https://www.westat.com/sites/default/files/APHA2021-Presentation-List-v4.pdf
[4] https://www.westat.com/articles/westat-forbes-2021-best-employers-veterans

Top URLs in Tweet in G1:
[7] https://www.eventbrite.com/e/ending-hiv-in-the-us-in-the-age-of-covid-registration-205259565887
[6] https://www.medidata.com/en/company/westat?utm_source=twitter&utm_medium=sm&utm_content=westatpartnership&utm_campaign=gl-q421-cro-partneraccreditation
[5] https://www.westat.com/careers
[5] https://www.westat.com/sites/default/files/APHA2021-Presentation-List-v4.pdf
[4] https://www.westat.com/articles/westat-forbes-2021-best-employers-veterans
[3] https://www.westat.com/articles/education-equity-insights-part-3-better-serving-native-students
[3] https://www.eventbrite.com/e/ending-hiv-in-the-us-in-the-age-of-covid-registration-205259565887?aff=eemailordconf&utm_campaign=order_confirm&utm_medium=email&ref=eemailordconf&utm_source=eventbrite&utm_term=viewevent
[3] https://www.westat.com/articles/aea-annual-conference-draws-westat-evaluation-expertise
[3] https://executivegov.com/2021/12/westat-launches-westat-cls-to-provide-cro-services-for-commercial-clients/
[3] https://www.acf.hhs.gov/opre/report/theoretical-framework-family-and-friends-who-contact-national-domestic-violence-hotline

Top URLs in Tweet in G2:
[6] https://westat.zoomgov.com/webinar/register/WN_C8fuzU5NS8GvypTsZlwIyA
[1] https://www.eventbrite.com/e/ending-hiv-in-the-us-in-the-age-of-covid-registration-205259565887
[1] https://www.westat.com/capability/communications/digital-strategy-research

Top URLs in Tweet in G3:
[7] https://westat.zoom.us/meeting/register/tZAucu-spjguGdDRTtMT1UUON5cv4YxbZkGR
[6] https://westat.zoomgov.com/meeting/register/vJIsdOygpzouHOcJUtqbFSWgpe1e32RAQFA
[4] https://westat.zoomgov.com/meeting/register/vJItcu2pqjsiHCghkd8qJX_TamHh9zMTU7g
[3] https://twitter.com/Region5CC/status/1465393146855047171
[2] https://twitter.com/region14cc/status/1469353979402407936
[2] https://www.justgiving.com/fundraising/Westat
[1] https://twitter.com/westat/status/1449044917351862280
[1] https://twitter.com/westat/status/1447626815334457352
[1] https://www.westat.com/careers
[1] https://twitter.com/region14cc/status/1478545404853731332

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1466959308260794368
[1] https://eers.org/2022-call/

Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266631
[1] https://ehp.niehs.nih.gov/EHP8928
[1] https://westat.confex.com/westat/trs21/registration/call.cgi

Top URLs in Tweet in G6:
[6] https://westat.zoomgov.com/webinar/register/WN_XiUSbO7cQVOMtjr4PbjgKw

Top URLs in Tweet in G7:
[2] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smab034/6415407
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smab032/6364778
[1] https://academic.oup.com/jssam/article/9/5/1062/5867615
[1] https://academic.oup.com/jssam/article/9/5/961/5934005
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa018/5902601
[1] https://academic.oup.com/jssam/article/9/5/1035/5920827
[1] https://www.gesis.org/
[1] https://www.westat.com/
[1] https://www.langerresearch.com/
[1] https://www.leibniz-psychology.org/

Top URLs in Tweet in G8:
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in-iowa.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in-nevada.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in_75.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in_25.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in-new.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in_21.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in_52.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in-texas.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in_22.html
[2] https://www.jobssummary.com/2021/10/new-job-meps-field-interviewer-in_7.html

Top URLs in Tweet in G10:
[3] https://wsds2021.pathable.co/sponsors

Top Domains
Top Domains in Tweet in Entire Graph:
[68] westat.com
[41] twitter.com
[27] zoomgov.com
[24] jobssummary.com
[15] westatcls.com
[14] webex.com
[11] zoom.us
[11] eventbrite.com
[10] hhs.gov
[7] medidata.com

Top Domains in Tweet in G1:
[63] westat.com
[15] westatcls.com
[13] twitter.com
[10] eventbrite.com
[10] hhs.gov
[7] medidata.com
[5] brassring.com
[4] cdc.gov
[3] ow.ly
[3] executivegov.com

Top Domains in Tweet in G2:
[6] zoomgov.com
[1] eventbrite.com
[1] westat.com

Top Domains in Tweet in G3:
[12] twitter.com
[10] zoomgov.com
[7] zoom.us
[2] westat.com
[2] bit.ly
[2] justgiving.com
[1] schoolmentalhealthtx.org

Top Domains in Tweet in G4:
[1] twitter.com
[1] eers.org

Top Domains in Tweet in G5:
[1] nodexlgraphgallery.org
[1] nih.gov
[1] confex.com

Top Domains in Tweet in G6:
[6] zoomgov.com

Top Domains in Tweet in G7:
[7] oup.com
[1] gesis.org
[1] westat.com
[1] langerresearch.com
[1] leibniz-psychology.org
[1] worldofopinions.org

Top Domains in Tweet in G8:
[24] jobssummary.com
[7] twitter.com
[3] workforce50.com
[2] zoom.us
[2] moneymakingmommy.com
[1] ia.cr
[1] brassring.com
[1] emory.edu
[1] mshsaa.org
[1] dokwo.com

Top Domains in Tweet in G10:
[3] pathable.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] prep
[47] hiv
[46] clinicians
[26] covid19
[26] cahps
[20] ahrq
[15] covid
[15] careers
[13] clinicaltrials
[13] jobs



Top Hashtags in Tweet in G1:
[33] hiv
[15] covid19
[15] covid
[14] careers
[13] clinicaltrials
[12] askingtheexperts
[12] healthequity
[11] apha2021
[10] eval21
[10] confidentiality

Top Hashtags in Tweet in G2:
[41] prep
[37] clinicians
[13] hiv
[10] covid19
[3] healthcomm
[1] endthestigma
[1] houston
[1] healthcampaigns
[1] hpv
[1] educationequity

Top Hashtags in Tweet in G3:
[8] k12
[7] education
[6] feedamerica
[5] arp
[5] esser
[3] aa3pm
[2] edutwitter
[2] educhat
[2] nativeamericanheritagemonth
[2] edchat

Top Hashtags in Tweet in G4:
[1] confidentiality
[1] eers22
[1] eval
[1] evaluation
[1] evaltwitter

Top Hashtags in Tweet in G5:
[4] icymi
[1] jobs
[1] cahps
[1] covid19
[1] ahrq
[1] careers
[1] jobsearch
[1] confidentiality
[1] apha2021
[1] eval21

Top Hashtags in Tweet in G6:
[7] heartmonth
[4] ourhearts
[1] nationalbubblebathday

Top Hashtags in Tweet in G7:
[1] wapor2021

Top Hashtags in Tweet in G8:
[6] jobseekers
[5] jobserach
[4] jobs
[3] jobseek
[3] opportunity
[3] jobskills
[3] myjob
[2] hiring
[2] jobstreetsg
[2] jobsuche

Top Hashtags in Tweet in G9:
[4] msep

Top Hashtags in Tweet in G10:
[6] wsds2021

Top Words
Top Words in Tweet in Entire Graph:
[338] westat
[117] learn
[96] join
[95] more
[74] webinar
[57] work
[56] clinical
[54] guideline
[53] #prep
[52] practice

Top Words in Tweet in G1:
[198] westat
[35] learn
[35] join
[34] more
[33] #hiv
[31] work
[31] research
[27] experts
[26] communities
[18] team

Top Words in Tweet in G2:
[42] guideline
[41] updated
[41] #prep
[41] clinical
[41] practice
[40] cdc_hiv
[39] learn
[38] more
[37] #clinicians
[35] cdc

Top Words in Tweet in G3:
[36] westat
[19] region14cc
[19] office
[17] roundtable
[16] join
[15] natcompcenter
[15] 13
[14] webinar
[13] work
[13] safe

Top Words in Tweet in G4:
[8] westat
[5] abtassociates
[4] pnikolov
[4] mathematicanow
[4] airinforms
[3] jbarofsky
[3] jpal
[3] childtrends
[3] mdrc_news
[3] wested

Top Words in Tweet in G5:
[4] westat
[4] ehponline
[4] #icymi
[4] research
[4] epigenome
[4] wide
[4] dna
[4] methylation
[4] pesticide
[4] use

Top Words in Tweet in G6:
[21] heart
[18] join
[14] webinar
[12] stress
[11] learn
[10] 12
[9] health
[9] resources
[9] thehearttruth
[8] let's

Top Words in Tweet in G7:
[12] jsurvstatmeth
[10] westat
[9] case
[9] missed
[9] article
[9] alert
[8] westat's
[7] roger
[7] tourangeau
[7] methods

Top Words in Tweet in G8:
[33] westat
[28] jobs
[25] company
[25] field
[24] job
[24] summary
[23] meps
[23] interviewer
[6] #jobseekers
[6] data

Top Words in Tweet in G9:
[4] excited
[4] induct
[4] 45
[4] #msep
[4] partners
[4] today
[4] including
[4] blckriflecoffee
[4] heartlandcoke
[4] dismascharities

Top Words in Tweet in G10:
[6] thank
[6] #wsds2021
[6] supporting
[6] sponsors
[6] berryconsultant
[6] cwstat
[6] deshawgroup
[6] useeoc
[6] healthdecisions
[3] lillypad

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] learn,more
[51] #prep,clinical
[51] clinical,practice
[51] practice,guideline
[46] #clinicians,learn
[46] more,updated
[43] updated,#prep
[36] guideline,cdc
[36] cdc,click
[36] click,link

Top Word Pairs in Tweet in G1:
[21] learn,more
[16] join,westat
[13] ending,#hiv
[12] family,friends
[10] commercial,life
[10] life,sciences
[10] #confidentiality,toolkit
[8] theoretical,framework
[8] safety,gateway
[8] westat,westat

Top Word Pairs in Tweet in G2:
[41] #prep,clinical
[41] clinical,practice
[41] practice,guideline
[37] #clinicians,learn
[37] learn,more
[37] more,updated
[34] updated,#prep
[34] guideline,cdc
[34] cdc,click
[34] click,link

Top Word Pairs in Tweet in G3:
[12] office,hours
[9] 10,13
[8] safe,supportive
[8] supportive,schools
[8] strategic,budgeting
[8] school,business
[8] business,officials
[7] austin,office
[7] office,including
[7] including,region14cc

Top Word Pairs in Tweet in G4:
[3] pnikolov,jbarofsky
[3] mathematicanow,abtassociates
[3] abtassociates,childtrends
[3] childtrends,airinforms
[2] aaronsojourner,pnikolov
[2] jbarofsky,jpal
[2] jpal,mathematicanow
[2] airinforms,westat
[2] westat,wested

Top Word Pairs in Tweet in G5:
[4] #icymi,research
[4] research,epigenome
[4] epigenome,wide
[4] wide,dna
[4] dna,methylation
[4] methylation,pesticide
[4] pesticide,use
[4] use,agricultural
[4] agricultural,lung
[4] lung,health

Top Word Pairs in Tweet in G6:
[9] heart,health
[8] let's,take
[8] take,stress
[8] stress,heart
[8] health,join
[8] join,nih_nhlbi's
[8] nih_nhlbi's,webinar
[8] learn,resources
[8] resources,use
[7] january,12

Top Word Pairs in Tweet in G7:
[9] case,missed
[9] article,alert
[7] roger,tourangeau
[6] jsurvstatmeth,case
[6] jsurvstatmeth,article
[5] missed,take
[5] take,look
[5] household,surveys
[4] adaptive,mode
[4] mode,adjustment

Top Word Pairs in Tweet in G8:
[24] jobs,summary
[24] summary,company
[24] company,westat
[23] meps,field
[23] field,interviewer
[22] job,meps
[4] data,collector
[3] naep2022,assessment
[3] wi,workforce50
[3] workforce50,jobs

Top Word Pairs in Tweet in G9:
[4] excited,induct
[4] induct,45
[4] 45,#msep
[4] #msep,partners
[4] partners,today
[4] today,including
[4] including,blckriflecoffee
[4] blckriflecoffee,heartlandcoke
[4] heartlandcoke,dismascharities
[4] dismascharities,westat

Top Word Pairs in Tweet in G10:
[6] thank,#wsds2021
[6] #wsds2021,supporting
[6] supporting,sponsors
[6] sponsors,berryconsultant
[6] berryconsultant,cwstat
[6] cwstat,deshawgroup
[6] deshawgroup,useeoc
[6] useeoc,healthdecisions
[3] healthdecisions,lillypad
[3] lillypad,stata

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@westat
@cdc_hiv
@natcompcenter
@region14cc
@jsurvstatmeth
@cdcgov
@opre_acf
@ahrqnews
@nih_nhlbi
@region5cc

Top Mentioned in G1:
@westat
@opre_acf
@emtassociates
@westatscott
@aeaweb
@jmmulrow
@ndvh
@bethesda_mag
@forbes
@region14cc

Top Mentioned in G2:
@cdc_hiv
@carlosex
@natrdz11
@westat
@cdcnpin
@healthcommsoc
@gwpublichealth
@w
@evokekyne

Top Mentioned in G3:
@westat
@natcompcenter
@region14cc
@region5cc
@teainfo
@gsuedlead
@camontgomeryedu
@compcenternet
@bldmp
@gsucehd

Top Mentioned in G4:
@westat
@abtassociates
@mathematicanow
@airinforms
@jbarofsky
@jpal
@childtrends
@mdrc_news
@pnikolov
@usdol

Top Mentioned in G5:
@ehponline
@nih
@westat
@drastijackson
@anujamajmundar
@natcompcenter
@ethtechusa
@ghsahq
@amstatnews
@jsurvstatmeth

Top Mentioned in G6:
@nih_nhlbi
@thehearttruth
@nimhdirector
@nimhgov
@cdcheart_stroke

Top Mentioned in G7:
@westat
@jsurvstatmeth
@pewmethods
@awmercer
@pewresearch
@icap_columbiau
@cdcgov
@gesis_org
@langerresearch
@zpid

Top Mentioned in G9:
@blckriflecoffee
@heartlandcoke
@dismascharities
@westat
@dodmilspouse
@arizonadjc
@dolefoundation
@irsnews
@pngaminginc
@esposasmilusa

Top Mentioned in G10:
@berryconsultant
@cwstat
@deshawgroup
@useeoc
@healthdecisions
@lillypad
@stata
@ucsandiego
@westat
@amstatnews

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@frontendla
@kirkmurphy
@forbes
@mentalhealthbo5
@milieunet
@gdprai
@betterjobsearch
@akemor

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@forbes
@mentalhealthbo5
@gdprai
@betterjobsearch
@akemor
@nvsdata
@publichealthmap
@nutritionrobot

Top Tweeters in G2:
@phumlani_prep
@asyrafverymalay
@hlemsomi
@prepsquaddc
@cdcnpin
@drmermincdc
@aapaorg
@maoofalabama
@cduhr_nyc
@aryacampaigns

Top Tweeters in G3:
@jc_james_clark
@joe4rialtousd
@vxjoe
@peyoterecords
@edtrust
@youthdotgov
@afterschool4all
@kydeptofed
@ctxfoodbank
@remstacenter

Top Tweeters in G4:
@econotw
@randcorporation
@mdrc_news
@aaronsojourner
@usdol
@abtassociates
@khoavuumn
@airinforms
@childtrends
@mathematicanow

Top Tweeters in G5:
@kirkmurphy
@eml229
@univgroningen
@ehponline
@nih
@ghsahq
@wcer_uw
@this0499154500
@radboudumc
@niehs

Top Tweeters in G6:
@bobbiekingsbury
@maryhofstette17
@juststop0691
@nih_nhlbi
@abcardio1
@amheartadvocacy
@nimhgov
@eholubowich
@thehearttruth
@millionheartsus

Top Tweeters in G7:
@drpetra
@pewresearch
@zpid
@clairemkbowen
@rnishimura
@gesis_org
@bradytwest
@pewmethods
@icap_columbiau
@mdtvieiras

Top Tweeters in G8:
@frontendla
@epijobs
@kellyland_mmm
@jobssummary
@botindustry
@chrissypacktor
@tanaishaj
@ecinitiative
@scpetty
@ycommodore

Top Tweeters in G9:
@irsnews
@mfonderkaye
@dolefoundation
@blckriflecoffee
@reb10
@dodmilspouse
@esposasmilusa
@pngaminginc
@heartlandcoke
@arizonadjc

Top Tweeters in G10:
@lillypad
@ucsandiego
@amstatnews
@useeoc
@_simpson_ke
@stata
@cwstat
@healthdecisions
@berryconsultant
@lillyp