westat, Twitter, 12/16/2022 6:13:30 AM, 286388


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westat_2022-12-15_20-24-33.xlsx
westat_2022-12-15_20-24-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2022
Short Description:
westat via NodeXL https://bit.ly/3BAB8Yn
@westat
@jsurvstatmeth
@natcompcenter
@breathebetter
@safe21stcentury
@nodexl_mktng
@clairemkbowen
@educationalan
@sihle_khanyile_
@nih_nhlbi

Top hashtags:
#ahrq
#healthequity
#copdmonth
#nihceal
#summerlearning
#breathebetter

Description:
Description
The graph represents a network of 372 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, 16 December 2022 at 04:25 UTC.

The requested start date was Friday, 16 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 105-day, 6-hour, 14-minute period from Thursday, 01 September 2022 at 12:53 UTC to Thursday, 15 December 2022 at 19:08 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 : 372
Unique Edges : 450
Edges With Duplicates : 975
Total Edges : 1425
Number of Edge Types : 5
MentionsInRetweet : 487
Mentions : 513
Retweet : 217
Tweet : 170
Replies to : 38
Self-Loops : 172
Reciprocated Vertex Pair Ratio : 0.0747663551401869
Reciprocated Edge Ratio : 0.139130434782609
Connected Components : 44
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 288
Maximum Edges in a Connected Component : 1265
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.123265
Graph Density : 0.0049995652551952
Modularity : 0.373876
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 372 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, 16 December 2022 at 04:25 UTC.

The requested start date was Friday, 16 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 105-day, 6-hour, 14-minute period from Thursday, 01 September 2022 at 12:53 UTC to Thursday, 15 December 2022 at 19:08 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
[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.westat.com/careers
[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
[2] https://www.westat.com/articles/westat-ranked-11th-annual-bgov200
[2] https://tobaccocontrol.bmj.com/content/31/Suppl_3

Top URLs in Tweet in G1:
[4] https://www.westat.com/careers
[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=8yXLNU11eGU

[2] https://www.prnewswire.com/news-releases/scott-cody-joins-westat-as-human-services-sector-lead-301679293.html
[2] https://tobaccocontrol.bmj.com/content/31/Suppl_3
[2] https://www.westat.com/articles/westat-ranked-11th-annual-bgov200
[2] https://peopleopsjobs.io/job/680159-manager-dei-people-and-culture-westat
[1] https://www.prnewswire.com/news-releases/fda-awards-westat-contracts-to-test-labeling-and-messaging-to-consumers-301700818.html
[1] https://www.westat.com/articles/safe-way-forward-program-helps-address-family-violence

Top URLs in Tweet in G2:
[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] http://www.wallacefoundation.org/knowledge-center/Pages/national-call-to-action-for-summer-learning-how-did-school-districts-respond.aspx
[1] https://twitter.com/nrea1/status/1582040817493250049
[1] https://bit.ly/3fEOWcb
[1] https://www.wallacefoundation.org/knowledge-center/pages/national-call-to-action-for-summer-learning-how-did-school-districts-respond.aspx?utm_source=TheWallaceFoundation

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://academic.oup.com/jssam/article-lookup/doi/10.1093/jssam/smw025
[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
[1] https://ehp.niehs.nih.gov/doi/10.1289/EHP10734

Top URLs in Tweet in G5:
[2] https://www.moneymakingmommy.com/telephone-data-collector-westat
[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.linkedin.com/feed/update/urn:li:share:6990762992938213376
[1] https://twitter.com/i/web/status/1585692703760711695
[1] https://www.jobspy.co/usa-jobs/senior-study-director-behavioral-health-remote-at-westat-rockville-md/?feed_id=2937&_unique_id=63712309655f3
[1] https://p.feedblitz.com/r3.asp?l=193166158&f=1126147&u=124660708&c=8911430

Top URLs in Tweet in G7:
[1] https://twitter.com/NISS_DataSci/status/1592031990131425282
[1] https://lnkd.in/en_E7y4p

Top URLs in Tweet in G8:
[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 URLs in Tweet in G10:
[1] https://evidenceandequitycollab.org/
[1] https://www.mdrc.org/publication/integrating-employment-services-substance-use-treatment-and-recovery
[1] https://resolve.mdrc.org/
[1] https://twitter.com/MDRC_News/status/1603056604957605895

Top Domains
Top Domains in Tweet in Entire Graph:
[51] westat.com
[47] zoomgov.com
[44] twitter.com
[26] mailchi.mp
[10] zoom.us
[7] youtube.com
[6] oup.com
[6] brassring.com
[5] zobjobs.com
[5] southerneducation.org

Top Domains in Tweet in G1:
[48] westat.com
[24] twitter.com
[6] youtube.com
[6] brassring.com
[4] cdc.gov
[4] disabilitytalent.org
[3] prnewswire.com
[3] frontend.la
[2] nhtsa.gov
[2] bmj.com

Top Domains in Tweet in G2:
[26] mailchi.mp
[7] zoom.us
[3] wallacefoundation.org
[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:
[6] oup.com
[1] nih.gov

Top Domains in Tweet in G5:
[4] feedblitz.com
[3] remotetechjobs.com
[2] javajobsremote.com
[2] twitter.com
[2] swarmapp.com
[2] moneymakingmommy.com
[1] zoom.us
[1] tacqe.com
[1] linkedin.com
[1] jobspy.co

Top Domains in Tweet in G7:
[1] twitter.com
[1] lnkd.in

Top Domains in Tweet in G8:
[4] southerneducation.org
[2] diverseeducation.com
[1] twitter.com
[1] freakonomics.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] ahrq
[33] healthequity
[26] copdmonth
[19] nihceal
[18] summerlearning
[15] breathebetter
[13] engageeverystudent
[10] equity
[9] 2022appam
[9] niea



Top Hashtags in Tweet in G1:
[8] hiring
[8] 2022appam
[7] summerlearning
[6] hiv
[6] stophivtogether
[4] nhaad
[4] jobs
[4] opportunity
[3] eval
[3] covid19

Top Hashtags in Tweet in G2:
[11] engageeverystudent
[11] summerlearning
[8] equity
[8] niea
[4] 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:
[2] icymi

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

Top Hashtags in Tweet in G6:
[9] celebremosspring
[5] hispanicheritagemonth

Top Hashtags in Tweet in G7:
[6] wsds2022

Top Hashtags in Tweet in G8:
[1] niea

Top Hashtags in Tweet in G10:
[1] 2022appam
[1] eandecollab
[1] bees
[1] unfinishedlearning
[1] math

Top Words
Top Words in Tweet in Entire Graph:
[360] westat
[87] research
[72] register
[71] learn
[68] equity
[66] webinar
[61] join
[53] education
[50] virtual
[48] cahps

Top Words in Tweet in G1:
[134] westat
[20] research
[19] more
[17] learn
[14] education
[14] work
[12] data
[12] career
[11] excited
[11] employee

Top Words in Tweet in G2:
[66] westat
[40] acreandavis
[34] natcompcenter
[20] national
[18] team
[18] center
[17] help
[17] learning
[17] summer
[16] summerlearning

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:
[7] westat
[7] read
[3] look
[3] take
[3] study
[2] article
[2] health
[2] household
[2] agricultural
[2] residential

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

Top Words in Tweet in G6:
[16] way
[13] 21st
[12] westat
[12] shuester
[12] kimfonteno
[12] celebrate
[9] hispanic
[9] #celebremosspring
[9] heritage
[8] month

Top Words in Tweet in G7:
[8] thompson
[8] jenny
[8] jerry
[8] panelists
[8] tom
[8] reiter
[8] krenzke
[8] statsciduke
[8] westat
[8] uscensusbureau

Top Words in Tweet in G8:
[19] assistance
[18] equity
[17] education
[16] center
[16] manage
[16] southernedfound
[14] southern
[11] westat
[10] selected
[9] usedgov

Top Words in Tweet in G9:
[9] westat
[9] wv
[8] region5cc
[8] amylamitie
[7] working
[7] team
[6] carlawarren_
[6] ohiocounty1
[5] eedtacenter
[4] representing

Top Words in Tweet in G10:
[7] digitalpromise
[7] westat
[7] randcorporation
[6] pub_strategies
[6] mdrc_news
[5] excited
[5] national
[5] partners
[5] mdrc
[5] conduct

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] meeting,enhancing
[32] equity,healthcare
[32] cahps,virtual
[32] sept,22
[32] virtual,research
[32] register,sept
[32] research,meeting
[32] enhancing,equity
[32] healthcare,experience
[32] experience,#healthequity

Top Word Pairs in Tweet in G1:
[11] learn,more
[9] westat,westat
[7] join,westat
[6] john,hitchcock
[6] summer,2021
[6] education,agencies
[6] employee,ownership
[5] sector,lead
[5] equity,inclusion
[5] state,education

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

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] copd,webinar
[14] caregiving,copd
[13] nihceal,join

Top Word Pairs in Tweet in G4:
[3] take,look
[2] lung,health
[2] residential,wood
[2] look,westat
[2] michael,brick
[2] #icymi,research
[2] study,read
[2] research,residential
[2] pulmonary,function
[2] function,agricultural

Top Word Pairs in Tweet in G5:
[7] businesses,foundations
[7] government,well
[7] well,businesses
[6] foundations,state
[6] rockville,md
[5] research,services
[4] westat,rockville
[4] state,local
[4] remote,westat
[4] owned,corporation

Top Word Pairs in Tweet in G6:
[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 G7:
[8] statsciduke,jenny
[8] uscensusbureau,tom
[8] reiter,statsciduke
[8] panelists,jerry
[8] jenny,thompson
[8] tom,krenzke
[8] jerry,reiter
[8] thompson,uscensusbureau
[6] deshawgroup,lillypad
[6] supporting,sponsors

Top Word Pairs in Tweet in G8:
[18] equity,assistance
[13] manage,equity
[13] assistance,center
[8] selected,manage
[7] southern,education
[7] department,education
[7] education,foundation
[6] center,southern
[5] federal,equity
[5] assistance,centers

Top Word Pairs in Tweet in G9:
[7] amylamitie,region5cc
[7] wv,team
[4] westat,amylamitie
[4] westlibertyu,cabellschools
[4] thank,wv
[4] cabellschools,westat
[4] team,representing
[4] ohiocounty1,westlibertyu
[4] representing,ohiocounty1
[4] region5cc,working

Top Word Pairs in Tweet in G10:
[5] digitalpromise,randcorporation
[5] partners,digitalpromise
[5] randcorporation,westat
[5] conduct,national
[5] westat,pub_strategies
[5] excited,conduct
[5] together,partners
[5] pub_strategies,mdrc
[5] mdrc,excited
[4] mdrc_news,together

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@westat
@acreandavis
@breathebetter
@natcompcenter
@resphealth
@summerlearning
@nihaging
@southernedfound
@nih_nhlbi
@ahrqnews

Top Mentioned in G1:
@westat
@atnindex
@nhtsagov
@dstalentatwork
@acreandavis
@natcompcenter
@mwera
@espositoinsight

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:
@westat
@rti_intl
@trentbuskirk
@cameronbrook
@wsupullman
@baruch_zicklin
@bgsu
@ssrs_research
@nielsen
@las_iastate

Top Mentioned in G6:
@shuester
@kimfonteno
@westat
@springisd
@scpetty
@springisd_face
@safe21stcentury
@hilarionmartin1
@springespanol
@bammel21stcclc

Top Mentioned in G7:
@westat
@statsciduke
@uscensusbureau
@berryconsultant
@cwstat
@deshawgroup
@lillypad
@nsagov
@niss_datasci
@amy__ohara

Top Mentioned in G8:
@southernedfound
@westat
@usedgov
@diverseissues
@educationalan
@rpiercesef
@natcompcenter
@aasahq
@nassp
@naesp

Top Mentioned in G9:
@westat
@amylamitie
@region5cc
@ohiocounty1
@carlawarren_
@eedtacenter
@westlibertyu
@cabellschools
@wveducation

Top Mentioned in G10:
@digitalpromise
@randcorporation
@westat
@mdrc_news
@pub_strategies
@roschelle63
@johnfpane
@wcorrin718
@opre_acf
@abtassociates

Top Tweeters
Top Tweeters in Entire Graph:
@frontendla
@jobsviatweet
@monitor_ph
@ensregistry
@betterjobsearch
@_dotnetbot_
@zobjobsus
@rosario_strano
@thartman2u
@rockinfreelance

Top Tweeters in G1:
@frontendla
@jobsviatweet
@betterjobsearch
@corisbigmouth
@idcobot
@jobs3j
@govconwire
@veteranshealth
@cdcgov
@librarycongress

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:
@hazardscampaign
@pewresearch
@bgsu
@thenci
@ehponline
@nielsen
@wsupullman
@noaa
@rti_intl
@ssrs_research

Top Tweeters in G5:
@ensregistry
@vivmedia1
@linkewire
@remotetechjobs0
@kellyland_mmm
@businessnews19
@botindustry
@themocoshow
@remotejavajobs
@bethesdarow

Top Tweeters in G6:
@springisd
@lanorisdcasey
@shuester
@mrgoddard3
@springespanol
@justine_durant
@drmiguelsperez
@bammelcsla
@s_jilnell
@springisd_face

Top Tweeters in G7:
@dukeu
@uscensusbureau
@lillypad
@amstatnews
@mccourtschool
@niss_datasci
@clairemkbowen
@m
@nsagov
@nyudatascience

Top Tweeters in G8:
@markedeschaine
@ascd
@educationalan
@usedgov
@diverseissues
@naesp
@edwriters
@all4ed
@nassp
@ebyard

Top Tweeters in G9:
@westlibertyu
@wveducation
@lennonaudrain
@cabellschools
@d5crumms
@ohiocounty1
@ocsdrmiller
@region5cc
@carlawarren_
@elizabethrat22

Top Tweeters in G10:
@randcorporation
@mdrc_news
@digitalpromise
@abtassociates
@iesresearch
@wcorrin718
@roschelle63
@maggie_hennessy
@mef_associates
@johnfpane


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