westat, Twitter, 12/9/2022 8:07:58 AM, 285851


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westat_2022-12-08_20-24-33.xlsx
westat_2022-12-08_20-24-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2022
Short Description:
westat via NodeXL https://bit.ly/3Bl0Gsl
@westat
@jsurvstatmeth
@natcompcenter
@ghsahq
@amstatnews
@breathebetter
@safe21stcentury
@nodexl_mktng
@clairemkbowen
@statstas

Top hashtags:
#jsm2022
#ahrq
#healthequity
#copdmonth
#nihceal
#breathebetter
#engageeverystudent

Description:
Description
The graph represents a network of 465 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, 09 December 2022 at 04:25 UTC.

The requested start date was Friday, 09 December 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 129-day, 0-hour, 55-minute period from Monday, 01 August 2022 at 17:58 UTC to Thursday, 08 December 2022 at 18:54 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 : 465
Unique Edges : 541
Edges With Duplicates : 1523
Total Edges : 2064
Number of Edge Types : 5
Retweet : 269
MentionsInRetweet : 671
Mentions : 835
Tweet : 207
Replies to : 82
Self-Loops : 219
Reciprocated Vertex Pair Ratio : 0.080545229244114
Reciprocated Edge Ratio : 0.149082568807339
Connected Components : 51
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 365
Maximum Edges in a Connected Component : 1887
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.108497
Graph Density : 0.00404152762328513
Modularity : 0.329575
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 465 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, 09 December 2022 at 04:25 UTC.

The requested start date was Friday, 09 December 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 129-day, 0-hour, 55-minute period from Monday, 01 August 2022 at 17:58 UTC to Thursday, 08 December 2022 at 18:54 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:
[21] https://westat.zoomgov.com/webinar/register/WN_dmgpv-wJQt66EyR2yrK7xQ
[20] https://westat.zoomgov.com/webinar/register/WN_l-LAum9cTz-8dFMYsPIHRQ
[6] https://westat.zoomgov.com/webinar/register/WN_MYDcLhYZRlyfDhx0dLaFLA
[6] https://www.westat.com/careers
[5] https://southerneducation.org/in-the-news/u-s-department-of-education-awards-southern-education-foundation-8-4-million-5-year-grant/
[4] https://www.eventbrite.com/e/westat-reception-at-the-2022-joint-statistical-meetings-jsm-tickets-368592067797?aff=erelexpmlt
[4] https://www.westat.com/sites/default/files/JSM-2022-PresentationList-508_0.pdf
[3] https://www.westat.com/articles/westat-2022-international-congress-nutrition
[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.westat.com/careers
[4] https://www.eventbrite.com/e/westat-reception-at-the-2022-joint-statistical-meetings-jsm-tickets-368592067797?aff=erelexpmlt
[4] https://www.westat.com/sites/default/files/JSM-2022-PresentationList-508_0.pdf
[3] http://covid.gov/
[3] https://www.westat.com/articles/raising-awareness-aging-adults-hiv
[3] https://www.westat.com/articles/westat-2022-international-congress-nutrition
[2] https://www.youtube.com/watch?v=FrSBBa_BG9s

[2] https://www.youtube.com/watch?v=gxfd9KIV_Vo

[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://us02web.zoom.us/meeting/register/tZwude6upjIsHN2w8AvO-Hql17Etug3gI02T
[2] https://westat.zoom.us/meeting/register/tZAvdeusqj0oEtUTQlYAoUktHXl1QIUuGhd4
[1] https://southerneducation.org/in-the-news/u-s-department-of-education-awards-southern-education-foundation-8-4-million-5-year-grant/
[1] https://www.westat.com/articles/westat-support-southern-education-foundation-managing-regional-equity-assistance-center-0
[1] https://www.westat.com/articles/2022-nsla-features-westat-expertise
[1] https://twitter.com/i/web/status/1570474224883490818
[1] https://compcenternetwork.org/ccnetwork-highlights/topic/7432/native-education-collaborative
[1] https://twitter.com/nrea1/status/1582040817493250049
[1] https://bit.ly/3fEOWcb
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15068572

Top URLs in Tweet in G3:
[21] https://westat.zoomgov.com/webinar/register/WN_dmgpv-wJQt66EyR2yrK7xQ
[2] https://redirect.viglink.com?u=https%3A%2F%2Fpitt.zoom.us%2Fmeeting%2Fregister%2FtJUrcOurrjwtHt1tgikygyF0w0FCLhAXVH8c%23%2Fregistration&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285335
[1] https://twitter.com/NIHAging/status/1579517867673935873
[1] https://westat.zoom.us/meeting/register/tZYpcuuvqzssGdQqH7MM5QWzutisXCt-0N60
[1] https://twitter.com/i/web/status/1585296966824742913
[1] https://twitter.com/BreatheBetter/status/1572992836198633472

Top URLs in Tweet in G4:
[1] https://twitter.com/NISS_DataSci/status/1592031990131425282
[1] https://lnkd.in/en_E7y4p

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=HToSSRC7D4M&feature=youtu.be

[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://javajobsremote.com/?post_type=job_listing&p=24859
[1] https://javajobsremote.com/wp-content/uploads/2022/02/9ba28c3f0a9152e2e07428ed85206e2f_mobile.png
[1] https://twitter.com/i/web/status/1570014776473919489
[1] https://westat.zoom.us/meeting/register/tZcucuqqqD4tE9VFNuTtlWllO3A1FO_Moymb
[1] https://tacqe.com/ips-training-series/
[1] https://www.moneymakingmommy.com/telephone-data-collector-westat/

Top URLs in Tweet in G6:
[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/6/2/186/3930833
[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 G8:
[2] https://ehp.niehs.nih.gov/doi/10.1289/EHP10734

Top URLs in Tweet in G9:
[1] https://twitter.com/spazzaturapod/status/1552057748522553344

Top URLs in Tweet in G10:
[4] https://southerneducation.org/in-the-news/u-s-department-of-education-awards-southern-education-foundation-8-4-million-5-year-grant/
[2] https://www.diverseeducation.com/social-justice/article/15301213/education-department-to-give-southern-education-foundation-84-million-to-manage-southern-us-equity-assistance-center
[1] https://twitter.com/diverseissues/status/1578497922072993792
[1] https://freakonomics.com/podcast/leaving-black-people-in-the-lurch/

Top Domains
Top Domains in Tweet in Entire Graph:
[72] westat.com
[59] twitter.com
[47] zoomgov.com
[28] mailchi.mp
[16] youtube.com
[11] zoom.us
[10] brassring.com
[8] oup.com
[6] frontend.la
[5] cdc.gov

Top Domains in Tweet in G1:
[65] westat.com
[34] twitter.com
[14] youtube.com
[8] brassring.com
[6] frontend.la
[5] cdc.gov
[4] eventbrite.com
[3] covid.gov
[3] disabilitytalent.org
[2] wallacefoundation.org

Top Domains in Tweet in G2:
[28] mailchi.mp
[8] zoom.us
[2] westat.com
[2] twitter.com
[1] southerneducation.org
[1] compcenternetwork.org
[1] bit.ly

Top Domains in Tweet in G3:
[21] zoomgov.com
[3] twitter.com
[2] viglink.com
[1] nodexlgraphgallery.org
[1] zoom.us

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

Top Domains in Tweet in G5:
[4] feedblitz.com
[3] twitter.com
[3] remotetechjobs.com
[2] westat.com
[2] javajobsremote.com
[2] swarmapp.com
[2] youtube.com
[1] brassring.com
[1] zoom.us
[1] tacqe.com

Top Domains in Tweet in G6:
[7] oup.com

Top Domains in Tweet in G8:
[2] nih.gov

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

Top Domains in Tweet in G10:
[4] southerneducation.org
[2] diverseeducation.com
[1] twitter.com
[1] freakonomics.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] jsm2022
[43] ahrq
[33] healthequity
[26] copdmonth
[19] nihceal
[15] breathebetter
[13] engageeverystudent
[13] hiring
[12] jobs
[11] westat



Top Hashtags in Tweet in G1:
[37] jsm2022
[10] careers
[10] hiring
[9] covid19
[9] 2022appam
[8] westat
[7] jobs
[7] opportunity
[6] hiv
[6] stophivtogether

Top Hashtags in Tweet in G2:
[11] engageeverystudent
[8] equity
[8] niea
[6] summerlearning
[5] summerchangeseverything
[3] edequity
[3] expandedlearning
[3] edu
[3] stem
[2] ost

Top Hashtags in Tweet in G3:
[26] copdmonth
[19] nihceal
[15] breathebetter
[6] caregiving
[2] nih_improve
[2] copd
[1] jsm2022
[1] ahrq
[1] healthequity
[1] engageeverystudent

Top Hashtags in Tweet in G4:
[13] jsm2022
[6] wsds2022

Top Hashtags in Tweet in G5:
[5] jobs
[5] remote
[2] biotech
[2] sql
[2] remotework
[2] wfh
[2] remotejobs
[1] epijobs
[1] javacareerpostingworkfromhome
[1] javajobpostingremote

Top Hashtags in Tweet in G7:
[9] celebremosspring
[5] hispanicheritagemonth

Top Hashtags in Tweet in G8:
[2] icymi

Top Hashtags in Tweet in G9:
[7] racism
[6] twitter
[6] accountable
[6] disability
[3] losangeles
[2] solidarity
[2] homelessness
[2] retweet
[2] retweeetplease
[2] breakingnews

Top Hashtags in Tweet in G10:
[1] niea

Top Words
Top Words in Tweet in Entire Graph:
[501] westat
[100] research
[84] learn
[75] register
[71] webinar
[70] join
[68] equity
[60] hiltonfound
[56] virtual
[54] more

Top Words in Tweet in G1:
[181] westat
[37] #jsm2022
[31] research
[28] more
[28] learn
[18] data
[17] join
[17] day
[17] work
[17] re

Top Words in Tweet in G2:
[68] westat
[38] acreandavis
[33] natcompcenter
[20] help
[20] national
[18] center
[17] summerlearning
[17] team
[16] desk
[16] donna

Top Words in Tweet in G3:
[51] webinar
[38] join
[37] breathebetter
[37] 1pm
[37] friday
[33] learn
[30] 14
[29] caregivers
[28] resphealth
[27] role

Top Words in Tweet in G4:
[19] lillypad
[18] thank
[18] westat
[17] sponsors
[17] berryconsultant
[13] #jsm2022
[12] nsagov
[11] jmp_software
[11] us_fda
[11] beigeneglobal

Top Words in Tweet in G5:
[35] westat
[12] eth
[8] rockville
[8] services
[7] foundations
[7] md
[7] well
[7] remote
[7] government
[7] businesses

Top Words in Tweet in G6:
[7] westat
[7] read
[4] take
[4] look
[2] gulf
[2] design
[2] effects
[2] kish
[2] brick
[2] three

Top Words in Tweet in G7:
[16] way
[13] 21st
[12] kimfonteno
[12] westat
[12] shuester
[12] celebrate
[9] heritage
[9] #celebremosspring
[9] hispanic
[8] springisd

Top Words in Tweet in G8:
[7] rti_intl
[7] westat
[5] research
[4] health
[4] urbaninstitute
[3] read
[3] wood
[3] study
[3] phinational
[3] wested

Top Words in Tweet in G9:
[73] westat
[60] hiltonfound
[43] advocatedeborah
[40] scotyappleseed
[35] go_team_emma
[14] potus
[9] waterdropla
[9] rooflesser
[9] satoesq
[9] midnightmission

Top Words in Tweet in G10:
[19] assistance
[18] equity
[17] education
[16] center
[16] manage
[16] southernedfound
[14] southern
[11] westat
[10] selected
[9] usedgov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] westat,hiltonfound
[34] learn,more
[32] research,meeting
[32] register,sept
[32] experience,#healthequity
[32] enhancing,equity
[32] equity,healthcare
[32] cahps,virtual
[32] virtual,research
[32] healthcare,experience

Top Word Pairs in Tweet in G1:
[18] learn,more
[9] join,westat
[8] don,miss
[8] westat,westat
[7] #opportunity,westat
[7] stop,booth
[7] #jobs,#hiring
[7] #hiring,#opportunity
[7] make,sure
[7] re,excited

Top Word Pairs in Tweet in G2:
[16] help,desk
[16] desk,hours
[16] national,center
[16] virtual,help
[12] donna,elam
[11] westat,acreandavis
[8] summer,learning
[8] natcompcenter,national
[7] acreandavis,sharing
[6] acreandavis,lammertncc

Top Word Pairs in Tweet in G3:
[25] important,role
[21] 14,1pm
[20] 10,14
[19] friday,10
[18] role,caregivers
[17] webinar,friday
[15] join,#nihceal
[14] caregiving,copd
[14] copd,webinar
[13] nihceal,join

Top Word Pairs in Tweet in G4:
[11] sponsors,astrazeneca
[11] astrazeneca,beigeneglobal
[11] berryconsultant,lillypad
[11] lillypad,us_fda
[11] thank,#jsm2022
[11] #jsm2022,gold
[11] us_fda,jmp_software
[11] gold,sponsors
[11] beigeneglobal,berryconsultant
[8] tom,krenzke

Top Word Pairs in Tweet in G5:
[7] businesses,foundations
[7] government,well
[7] well,businesses
[7] rockville,md
[6] foundations,state
[5] research,services
[4] scott,cody
[4] services,agencies
[4] westat,employee
[4] providing,research

Top Word Pairs in Tweet in G6:
[4] take,look
[3] look,westat
[2] stage,designs
[2] extension,kish
[2] read,extension
[2] effects,two
[2] two,three
[2] three,stage
[2] formula,design
[2] kish,formula

Top Word Pairs in Tweet in G7:
[10] shuester,kimfonteno
[9] hispanic,heritage
[8] 21st,century
[8] month,21st
[8] way,#celebremosspring
[8] celebrate,hispanic
[8] century,way
[8] heritage,month
[8] way,celebrate
[6] springisd,shuester

Top Word Pairs in Tweet in G8:
[4] westat,rti_intl
[4] urbaninstitute,westat
[3] aacnpolicy,wested
[3] lung,health
[3] residential,wood
[3] phinational,aacnpolicy
[3] study,read
[3] research,residential
[3] pulmonary,function
[3] function,agricultural

Top Word Pairs in Tweet in G9:
[51] westat,hiltonfound
[24] advocatedeborah,westat
[16] go_team_emma,advocatedeborah
[14] scotyappleseed,westat
[14] scotyappleseed,advocatedeborah
[13] go_team_emma,scotyappleseed
[12] hiltonfound,potus
[12] advocatedeborah,scotyappleseed
[12] scotyappleseed,go_team_emma
[9] gillforla,waterdropla

Top Word Pairs in Tweet in G10:
[18] equity,assistance
[13] assistance,center
[13] manage,equity
[8] selected,manage
[7] department,education
[7] education,foundation
[7] southern,education
[6] center,southern
[5] assistance,centers
[5] federal,equity

Top Replied-To
Top Replied-To in Entire Graph:
@westat
@go_team_emma
@scotyappleseed
@mean2greenstrz
@advocatedeborah
@espositoinsight
@mossgubben
@westatscott
@russwarne
@southernedfound

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

Top Replied-To in G2:
@westat
@southernedfound
@natcompcenter

Top Replied-To in G4:
@niss_datasci
@amstatnews

Top Replied-To in G8:
@joannespetz
@alicia_plemmons

Top Replied-To in G9:
@go_team_emma
@scotyappleseed
@mean2greenstrz
@advocatedeborah
@westat
@parishilton
@spazzaturapod

Top Replied-To in G10:
@diverseissues
@southernedfound

Top Mentioned
Top Mentioned in Entire Graph:
@westat
@hiltonfound
@breathebetter
@acreandavis
@natcompcenter
@advocatedeborah
@scotyappleseed
@resphealth
@go_team_emma
@summerlearning

Top Mentioned in G1:
@westat
@jmmulrow
@thisisstats
@acreandavis
@natcompcenter
@atnindex
@nhtsagov
@leadermontmd
@amstatnews
@westatscott

Top Mentioned in G2:
@westat
@acreandavis
@natcompcenter
@summerlearning
@leagueofcities
@partnr4childrn
@jgundy14
@lammertncc
@psaresearch
@ashimsha

Top Mentioned in G3:
@breathebetter
@resphealth
@nihaging
@nih_nhlbi
@westat
@nihceal
@nimhd
@nhlbi_translate
@aphaannualmtg
@nia_bsr

Top Mentioned in G4:
@lillypad
@westat
@berryconsultant
@nsagov
@astrazeneca
@beigeneglobal
@us_fda
@jmp_software
@amstatnews
@statsciduke

Top Mentioned in G6:
@westat
@rti_intl
@trentbuskirk
@cameronbrook
@wsupullman
@baruch_zicklin
@bgsu
@ssrs_research
@nielsen
@las_iastate

Top Mentioned in G7:
@shuester
@kimfonteno
@westat
@springisd
@scpetty
@springisd_face
@safe21stcentury
@hilarionmartin1
@springespanol
@bammel21stcclc

Top Mentioned in G8:
@rti_intl
@westat
@urbaninstitute
@phinational
@aacnpolicy
@wested
@ashouldersecon
@niehs
@thenci
@sjlondon22

Top Mentioned in G9:
@westat
@hiltonfound
@advocatedeborah
@scotyappleseed
@go_team_emma
@potus
@satoesq
@rooflesser
@gillforla
@waterdropla

Top Mentioned in G10:
@southernedfound
@westat
@usedgov
@diverseissues
@educationalan
@rpiercesef
@natcompcenter
@aasahq
@nassp
@naesp

Top Tweeters
Top Tweeters in Entire Graph:
@frontendla
@mentalhealthbo5
@mariastsehai
@hiringcare
@forbes
@monitor_ph
@jobsviatweet
@ensregistry
@betterjobsearch
@_dotnetbot_

Top Tweeters in G1:
@frontendla
@hiringcare
@forbes
@jobsviatweet
@betterjobsearch
@nvsdata
@precisionmedbot
@corisbigmouth
@idcobot
@mdrc_news

Top Tweeters in G2:
@stem_ai
@afterschool4all
@duckmo73
@ptrichsea
@aasahq
@leagueofcities
@natlgovsassoc
@public_profit
@ccsso
@georgiatech

Top Tweeters in G3:
@monitor_ph
@rosario_strano
@copd_research
@janesescoot
@minorityhealth
@sevendivinity
@nihaging
@jh_memory_aging
@nih_nhlbi
@jhgeriatrics

Top Tweeters in G4:
@snowbal7
@dukeu
@uscensusbureau
@lillypad
@us_fda
@meta
@jmp_software
@amstatnews
@mccourtschool
@niss_datasci

Top Tweeters in G5:
@ensregistry
@vivmedia1
@linkewire
@epijobs
@remotetechjobs0
@freequentflyr
@businessnews19
@kellyland_mmm
@botindustry
@remotejavajobs

Top Tweeters in G6:
@pewresearch
@bgsu
@nielsen
@wsupullman
@noaa
@rnishimura
@ssrs_research
@umd_agnr
@pewmethods
@baruch_zicklin

Top Tweeters in G7:
@springisd
@lanorisdcasey
@shuester
@mrgoddard3
@springespanol
@justine_durant
@drmiguelsperez
@bammelcsla
@s_jilnell
@springisd_face

Top Tweeters in G8:
@brookingsinst
@hazardscampaign
@thenci
@ehponline
@urbaninstitute
@mathematicanow
@wested
@rti_intl
@joewasserman
@phinational

Top Tweeters in G9:
@mentalhealthbo5
@loveiscthulhu
@bottweet100
@rooflesser
@go_team_emma
@parishilton
@mean2greenstrz
@scotyappleseed
@hildasolis
@kathyhilton

Top Tweeters in G10:
@markedeschaine
@ascd
@educationalan
@usedgov
@diverseissues
@naesp
@edwriters
@all4ed
@nassp
@ebyard


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