westat, Twitter, 2/21/2021 6:09:15 PM, 249320


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westat_2021-02-20_20-44-49.xlsx
westat_2021-02-20_20-44-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2021
Short Description:
westat via NodeXL https://bit.ly/2NpnJwc
@westat
@cdc_hivaids
@jsurvstatmeth
@esrasurvey
@rajganesh0072
@griverorz
@data_and_policy
@haillykorman
@nycopportunity
@natcompcenter

Top hashtags:
#nbhaad
#schoolchoice
#schoolchoiceweek
#icymi
#esra21
#research
#covid19

Description:
Description
The graph represents a network of 283 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 Sunday, 21 February 2021 at 04:45 UTC.

The requested start date was Friday, 19 February 2021 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 79-day, 7-hour, 4-minute period from Tuesday, 01 December 2020 at 15:00 UTC to Thursday, 18 February 2021 at 22:04 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 : 283
Unique Edges : 291
Edges With Duplicates : 570
Total Edges : 861
Number of Edge Types : 5
Retweet : 170
MentionsInRetweet : 230
Mentions : 337
Tweet : 100
Replies to : 24
Self-Loops : 100
Reciprocated Vertex Pair Ratio : 0.0695443645083933
Reciprocated Edge Ratio : 0.130044843049327
Connected Components : 29
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 221
Maximum Edges in a Connected Component : 774
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.356945
Graph Density : 0.00558855223918001
Modularity : 0.403631
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 283 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 Sunday, 21 February 2021 at 04:45 UTC.

The requested start date was Friday, 19 February 2021 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 79-day, 7-hour, 4-minute period from Tuesday, 01 December 2020 at 15:00 UTC to Thursday, 18 February 2021 at 22:04 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:
[10] https://westat.zoomgov.com/meeting/register/vJIsfuyhrj0uE987kgWaFtxr2cKvoiBCLaM
[6] https://westat.zoomgov.com/meeting/register/vJIsdOigpz4tHX3R92EI9OnEj9Ump_wCPqA?ACS
[5] https://www.thebusinessresearchcompany.com/report/marketing-research-and-analysis-services-global-market-report
[3] https://www.westat.com/articles/working-toward-equity
[3] https://plat.ai/
[3] https://www.westat.com/careers
[3] https://westat.zoomgov.com/meeting/register/vJIsduirqD8jGf_K4eLyQ0h4m7769i5a8Z8
[3] https://medium.com/nyc-opportunity/evaluation-finds-nycitizenship-and-its-community-navigator-model-are-valuable-in-helping-clients-888545e4cee9
[2] https://www.hiv.gov/
[2] https://www.westat.com/articles/what-worries-americans-most-about-covid-19

Top URLs in Tweet in G1:
[3] https://www.westat.com/articles/working-toward-equity
[3] https://www.westat.com/careers
[2] https://www.hiv.gov/
[2] https://www.westat.com/articles/message-westats-ceo-response-events-january-6-2021
[2] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=82&siteid=5197&Areq=17885BR
[2] https://nationalepinet.org/
[2] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?PageType=JobDetails&partnerid=82&siteid=5197&Areq=17902BR#jobDetails=865867_5197
[2] https://www.cvent.com/events/beyond-school-hours-24-national-education-conference/registration-cb9bbaab136d4dde9d581240f10b5934.aspx?fqp=true
[2] http://climate.dennisbours.com/?edition_id=6eaaae10-6648-11eb-b4cd-0cc47a0d1605
[1] https://twitter.com/westat/status/1336772721485754374

Top URLs in Tweet in G2:
[2] https://academic.oup.com/jssam/article/9/1/25/5601680
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa044/6134915
[1] https://academic.oup.com/jssam/article/8/3/413/5537968
[1] https://academic.oup.com/jssam/article/8/3/433/5540703
[1] https://academic.oup.com/jssam/article/8/5/903/5580433
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa021/5934005
[1] https://academic.oup.com/jssam/article-lookup/doi/10.1093/jssam/smu013
[1] https://academic.oup.com/jssam/article/8/5/821/5610622
[1] https://academic.oup.com/jssam/article-abstract/8/3/442/5528540?redirectedFrom=fulltext
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa020/5920827

Top URLs in Tweet in G3:
[5] https://westat.zoomgov.com/meeting/register/vJIsdOigpz4tHX3R92EI9OnEj9Ump_wCPqA?ACS

Top URLs in Tweet in G4:
[1] https://westat.zoomgov.com/meeting/register/vJIsdOigpz4tHX3R92EI9OnEj9Ump_wCPqA
[1] https://twitter.com/westat/status/1330993648587202566
[1] https://twitter.com/i/web/status/1348134330061582336
[1] https://twitter.com/i/web/status/1348063693175717889
[1] https://twitter.com/i/web/status/1348055619845107719
[1] https://twitter.com/i/web/status/1347706355566718977

Top URLs in Tweet in G5:
[10] https://westat.zoomgov.com/meeting/register/vJIsfuyhrj0uE987kgWaFtxr2cKvoiBCLaM
[3] https://westat.zoomgov.com/meeting/register/vJIsduirqD8jGf_K4eLyQ0h4m7769i5a8Z8
[2] https://www.westat.com/project/building-capacity-educator-effectiveness-through-region-14s-comprehensive-center
[2] https://westat.zoomgov.com/meeting/register/vJItd-itrDwiGP8nlQZ0Tk3NRc2Z4ZrC1SY
[2] https://www.compcenternetwork.org/news-events/news/6392/select-success-research-informed-recommendations-teacher-selection
[1] https://www.westat.com/articles/educating-through-covid-louisianas-successes-and-opportunities
[1] https://twitter.com/CompCenterNet/status/1334917318967762944

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1338852659810488320
[1] https://twitter.com/i/web/status/1338508689905512452
[1] https://twitter.com/i/web/status/1340049560068972544
[1] https://twitter.com/i/web/status/1341587481087492096
[1] http://testcareers.com/jobs/software-test-specialists-westat-rockville-md/?utm_source=dlvr.it&utm_medium=twitter
[1] https://westat.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=westat&service=6&rnd=0.7407773777537742&main_url=https%3A%2F%2Fwestat.webex.com%2Fec3300%2Feventcenter%2Fevent%2FeventAction.do%3FtheAction%3Ddetail%26%26%26EMK%3D4832534b00000004b9223306a0905bd79c70a1bb0691098cb43731acff4829b32a1fab792aaf1853%26siteurl%3Dwestat%26confViewID%3D179370842310867458%26encryptTicket%3DSDJTSwAAAAQSOrCHtYUUmyxCZYh-c5161IEPQdeevOFWfWfWLT5CmQ2%26
[1] https://twitter.com/i/web/status/1348102278696222725
[1] https://www.swarmapp.com/c/eMEGanh80VP
[1] https://www.swarmapp.com/c/6OxZI7CZrCH
[1] https://twitter.com/i/web/status/1352657275224260611

Top URLs in Tweet in G7:
[1] https://www.europeansurveyresearch.org/conferneces/call-submissions
[1] https://www.europeansurveyresearch.org/conferneces/sponsorship

Top URLs in Tweet in G8:
[1] https://westat.zoomgov.com/webinar/register/WN_bklt4mfySaWfg2ndBBa5Yg?t=1613508751712
[1] https://twitter.com/uthealthcomm/status/1359940465743851540

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1359864600410394637
[1] https://twitter.com/i/web/status/1359864599370153984

Top Domains
Top Domains in Tweet in Entire Graph:
[59] twitter.com
[43] westat.com
[23] zoomgov.com
[17] oup.com
[10] brassring.com
[5] thebusinessresearchcompany.com
[4] google.com
[4] mailchi.mp
[3] plat.ai
[3] census.gov

Top Domains in Tweet in G1:
[33] westat.com
[28] twitter.com
[8] brassring.com
[4] google.com
[4] mailchi.mp
[3] census.gov
[2] hiv.gov
[2] nationalepinet.org
[2] cvent.com
[2] dennisbours.com

Top Domains in Tweet in G2:
[17] oup.com
[4] westat.com
[2] twitter.com
[2] youtube.com

Top Domains in Tweet in G3:
[5] zoomgov.com

Top Domains in Tweet in G4:
[5] twitter.com
[1] zoomgov.com

Top Domains in Tweet in G5:
[15] zoomgov.com
[3] westat.com
[2] compcenternetwork.org
[1] twitter.com

Top Domains in Tweet in G6:
[8] twitter.com
[2] swarmapp.com
[1] testcareers.com
[1] webex.com
[1] needhired.com
[1] zoomgov.com
[1] westat.com

Top Domains in Tweet in G7:
[2] europeansurveyresearch.org

Top Domains in Tweet in G8:
[1] zoomgov.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] nbhaad
[19] schoolchoice
[16] schoolchoiceweek
[13] icymi
[13] esra21
[12] research
[10] covid19
[9] careers
[9] csp2021
[8] stophivtogether



Top Hashtags in Tweet in G1:
[9] careers
[5] edresearch
[4] covid19
[4] hiring
[4] statsjobs
[3] equity
[3] worldaidsday
[3] endhivepidemic
[3] hiv
[3] clinicaltrials

Top Hashtags in Tweet in G2:
[4] rstats
[3] csp2021
[1] machinelearning
[1] artificialintelligence
[1] extracurricular
[1] onlineclasses
[1] womeninmedicine

Top Hashtags in Tweet in G3:
[21] nbhaad
[10] icymi
[5] stophivtogether
[3] hiv

Top Hashtags in Tweet in G4:
[1] nbhaad
[1] endhivepidemic
[1] inittoendit
[1] endhivhou

Top Hashtags in Tweet in G5:
[19] schoolchoice
[16] schoolchoiceweek
[6] edequity
[5] teachers
[5] arkansas
[5] louisiana
[4] education
[4] texas
[4] covid19
[3] edleaders

Top Hashtags in Tweet in G6:
[1] ehr
[1] hitsm
[1] westatas
[1] ahrq
[1] patientsafety
[1] altac
[1] icymi
[1] hiv
[1] nbhaad
[1] stophivtogether

Top Hashtags in Tweet in G7:
[13] esra21
[7] cfp
[7] submit
[7] proposal
[7] survey
[7] research
[7] innovation
[7] online
[6] sponsorship
[6] sponsors

Top Hashtags in Tweet in G8:
[4] healthcomm

Top Words
Top Words in Tweet in Entire Graph:
[224] westat
[60] webinar
[60] join
[49] 28
[45] cdc_hivaids
[37] national
[37] gt
[36] january
[35] day
[33] 2pm

Top Words in Tweet in G1:
[107] westat
[17] research
[13] proud
[12] join
[11] work
[11] learn
[11] more
[10] employees
[9] survey
[9] re

Top Words in Tweet in G2:
[31] westat
[16] jsurvstatmeth
[13] roger
[13] tourangeau
[12] read
[10] case
[10] missed
[9] ting
[9] yan
[8] article

Top Words in Tweet in G3:
[33] webinar
[31] 28
[29] 2pm
[26] cdc_hivaids
[25] national
[25] black
[25] aids
[25] awareness
[25] day
[24] january

Top Words in Tweet in G4:
[13] westat
[12] cdcgov
[12] cdc_hivaids
[11] houstonhealth
[11] hcphtx
[11] bcmhouston
[11] uhhispanicalum
[10] natrdz11
[10] endhivhou
[10] nhmamd

Top Words in Tweet in G5:
[22] gt
[21] join
[21] options
[20] natcompcenter
[19] #schoolchoice
[16] #schoolchoiceweek
[16] bellwethered
[14] 28
[14] impact
[14] register

Top Words in Tweet in G6:
[15] gt
[12] westat
[4] md
[3] westbridge
[3] mbaa
[3] rockville
[2] robert
[2] drake
[2] considers
[2] webinar

Top Words in Tweet in G7:
[13] #esra21
[11] esrasurvey
[7] #cfp
[7] check
[7] 10
[7] tracks
[7] #submit
[7] #proposal
[7] january
[7] 16

Top Words in Tweet in G8:
[5] health
[4] communicatehlth
[4] join
[4] healthcommsoc
[4] free
[4] webinar
[4] 24
[4] role
[4] #healthcomm
[4] plays

Top Words in Tweet in G9:
[4] data
[4] georgiatech
[3] westat
[3] technologies
[3] analytics
[3] policy
[3] governance
[3] asensioresearch
[3] dsplab_g
[2] data_and_policy

Top Words in Tweet in G10:
[3] paid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] 28,2pm
[28] national,black
[28] aids,awareness
[28] awareness,day
[27] january,28
[25] black,hiv
[25] hiv,aids
[18] support,national
[18] day,tune
[18] #nbhaad,webinar

Top Word Pairs in Tweet in G1:
[6] join,westat
[6] virtual,workshop
[6] westat,westat
[5] sars,cov
[5] westat,led
[5] westat,proud
[5] tom,munk
[5] jsurvstatmeth,read
[4] proud,excited
[4] excited,westat

Top Word Pairs in Tweet in G2:
[13] roger,tourangeau
[10] case,missed
[9] ting,yan
[7] jsurvstatmeth,read
[6] jan,karem
[6] timo,lenzner
[6] lenzner,cornelia
[6] cornelia,neuert
[6] neuert,ting
[6] yan,re

Top Word Pairs in Tweet in G3:
[29] 28,2pm
[25] national,black
[25] aids,awareness
[25] awareness,day
[24] january,28
[23] black,hiv
[23] hiv,aids
[18] support,national
[18] day,tune
[18] #nbhaad,webinar

Top Word Pairs in Tweet in G4:
[11] cdcgov,cdc_hivaids
[11] cdc_hivaids,westat
[11] houstonhealth,hcphtx
[11] hcphtx,bcmhouston
[11] bcmhouston,uhhispanicalum
[10] natrdz11,cdcgov
[10] uhhispanicalum,nhmamd
[9] westat,endhivhou
[9] endhivhou,houstonhealth
[7] nhmamd,latinasinmed

Top Word Pairs in Tweet in G5:
[15] #schoolchoice,options
[11] gt,gt
[10] 28,3pm
[9] join,28
[8] 3pm,explore
[8] explore,many
[8] many,#schoolchoice
[8] options,currently
[8] currently,place
[8] place,evidence

Top Word Pairs in Tweet in G6:
[3] rockville,md
[2] robert,drake
[2] considers,westbridge
[2] westat,rw
[2] rw,rc
[2] rc,rockville
[2] westat,industrial
[2] industrial,complex

Top Word Pairs in Tweet in G7:
[7] #cfp,#esra21
[7] #esra21,check
[7] check,10
[7] 10,tracks
[7] tracks,#submit
[7] #submit,#proposal
[7] #proposal,january
[7] january,16
[7] 16,#survey
[7] #survey,#research

Top Word Pairs in Tweet in G8:
[4] join,healthcommsoc
[4] healthcommsoc,free
[4] free,webinar
[4] webinar,24
[4] 24,role
[4] role,#healthcomm
[4] #healthcomm,plays
[4] plays,improving
[4] improving,health
[4] health,outcomes

Top Word Pairs in Tweet in G9:
[3] data,technologies
[3] technologies,analytics
[3] analytics,policy
[3] policy,governance
[3] governance,asensioresearch
[3] asensioresearch,georgiatech
[3] georgiatech,dsplab_g
[2] data_and_policy,data
[2] dsplab_g,lea

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@westat
@cdc_hivaids
@jsurvstatmeth
@natcompcenter
@cdcgov
@esrasurvey
@bellwethered
@houstonhealth
@hcphtx
@bcmhouston

Top Mentioned in G1:
@westat
@cdc_hivaids
@jsurvstatmeth
@westatscott
@faanews
@hivgov
@aapor
@esea_network
@cdcgov
@amstatnews

Top Mentioned in G2:
@westat
@jsurvstatmeth
@umisr
@rti_intl
@phexaminer
@olson_km
@fraukolos
@jpsmumd
@poleconreforms
@gesis_org

Top Mentioned in G3:
@cdc_hivaids
@drmermincdc

Top Mentioned in G4:
@cdcgov
@cdc_hivaids
@westat
@houstonhealth
@hcphtx
@bcmhouston
@uhhispanicalum
@endhivhou
@nhmamd
@latinasinmed

Top Mentioned in G5:
@natcompcenter
@bellwethered
@edunomicslab
@compcenternet
@region14cc
@schoolchoicewk
@westat
@la_believes
@haillykorman

Top Mentioned in G7:
@esrasurvey
@westa
@jsurvstatmeth
@westat
@norcnews
@methatmig
@ethmigsurveydat
@cessda_data
@odissei_nl
@statstas

Top Mentioned in G8:
@communicatehlth
@healthcommsoc
@westat
@texmed
@texashospitals
@aejmc_comsher
@amwa_southwest

Top Mentioned in G9:
@asensioresearch
@georgiatech
@data_and_policy
@westat
@ucl
@griverorz
@pewresearch
@mcesimsekler
@khalifauni

Top Mentioned in G10:
@iqvia_global
@kantarindia
@gartner_inc
@gfk
@iri
@dynata
@westat
@intage

Top Tweeters
Top Tweeters in Entire Graph:
@rstatstweet
@evidencerobot
@gdprai
@betterjobsearch
@the404code
@education_24x7
@jesslahey
@itsshaunsworld
@epiren
@pewresearch

Top Tweeters in G1:
@evidencerobot
@betterjobsearch
@education_24x7
@un
@knowledgeall
@amazon
@bradleysaull
@nedra
@usedgov
@aiha

Top Tweeters in G2:
@rstatstweet
@johnshopkinssph
@stanford
@lafcol
@iowastateu
@sageness77
@medaibot
@umisr
@phexaminer
@rti_intl

Top Tweeters in G3:
@itsshaunsworld
@hhsregion8
@prepsquaddc
@milehighgayguy
@drmermincdc
@adapadvocacy
@bradydale311
@toyin726
@maoofalabama
@theresearchdiva

Top Tweeters in G4:
@bcmhouston
@cdcgov
@hcphtx
@hhspopaffairs
@docwoc71
@nhmamd
@houstonhealth
@latinasinmed
@elenariosmd
@utexassph

Top Tweeters in G5:
@news24x75
@haillykorman
@bellwethered
@schoolchoicewk
@la_believes
@bonnierok
@acreandavis
@reg17cc
@edunomicslab
@compcenternet

Top Tweeters in G6:
@wikipediachain
@emranswers
@needhirednow
@una
@botindustry
@_testquality
@kierduros
@mcccmd
@pleasantonca
@wbrecovery

Top Tweeters in G7:
@statstas
@roryfitzess
@cessda_data
@ess_survey
@gesis_org
@curtisjessop
@norcnews
@evs_values
@wvs_survey
@ecpr_migration

Top Tweeters in G8:
@texmed
@bravebrasington
@mackert
@texashospitals
@ninthavelearn
@healthcommsoc
@communicatehlth
@amwa_southwest
@aejmc_comsher

Top Tweeters in G9:
@pewresearch
@georgiatech
@khalifauni
@ucl
@zeynepengin
@asensioresearch
@data_and_policy
@griverorz
@mcesimsekler

Top Tweeters in G10:
@gartner_inc
@nielsen
@gfk
@iri
@iqvia_global
@rajganesh0072
@kantarindia
@intage
@dynata


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