westat, Twitter, 12/23/2022 4:28:07 AM, 286802


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westat_2022-12-22_20-24-33.xlsx
westat_2022-12-22_20-24-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 23, 2022
Short Description:
westat via NodeXL https://bit.ly/3BYHZea
@westat
@jsurvstatmeth
@natcompcenter
@breathebetter
@safe21stcentury
@nodexl_mktng
@clairemkbowen
@educationalan
@sihle_khanyile_
@nih_nhlbi

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

Description:
Description
The graph represents a network of 378 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, 23 December 2022 at 04:25 UTC.

The requested start date was Friday, 23 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 112-day, 3-hour, 20-minute period from Thursday, 01 September 2022 at 12:53 UTC to Thursday, 22 December 2022 at 16:14 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 : 378
Unique Edges : 458
Edges With Duplicates : 1017
Total Edges : 1475
Number of Edge Types : 5
Retweet : 228
MentionsInRetweet : 501
Mentions : 527
Tweet : 181
Replies to : 38
Self-Loops : 184
Reciprocated Vertex Pair Ratio : 0.0742424242424242
Reciprocated Edge Ratio : 0.138222849083216
Connected Components : 45
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 293
Maximum Edges in a Connected Component : 1311
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.118409
Graph Density : 0.00497522911316015
Modularity : 0.369947
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 378 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, 23 December 2022 at 04:25 UTC.

The requested start date was Friday, 23 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 112-day, 3-hour, 20-minute period from Thursday, 01 September 2022 at 12:53 UTC to Thursday, 22 December 2022 at 16:14 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://www.diverseeducation.com/social-justice/article/15301213/education-department-to-give-southern-education-foundation-84-million-to-manage-southern-us-equity-assistance-center

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.westat.com/articles/how-many-have-had-covid-19-didnt-know-it
[1] https://www.westat.com/articles/safe-way-forward-program-helps-address-family-violence

Top URLs in Tweet in G2:
[2] https://www.wallacefoundation.org/knowledge-center/Pages/national-call-to-action-for-summer-learning-how-did-school-districts-respond.aspx
[2] https://www.wallacefoundation.org/knowledge-center/pages/national-call-to-action-for-summer-learning-how-did-school-districts-respond.aspx?utm_campaign=westat&utm_content=1670525085&utm_medium=social&utm_source=twitter
[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://westat.zoom.us/meeting/register/tZIpdu-rrTItGtUUM4enfjSb2InCJ_EOmoiV
[1] https://westat.zoom.us/meeting/register/tZYtcu-urDIvGdFUYwdi4XjTZ7VfHqWrg-PO

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:
[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://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
[1] https://twitter.com/MDRC_News/status/1603803445986824192
[1] https://freakonomics.com/podcast/leaving-black-people-in-the-lurch/

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 G6:
[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 G8:
[1] https://twitter.com/NISS_DataSci/status/1592031990131425282
[1] https://lnkd.in/en_E7y4p

Top URLs in Tweet in G9:
[1] https://www.westat.com/articles/matthew-finster-guest-editor-talent-analytics-education

Top URLs in Tweet in G10:
[1] https://twitter.com/ayromloos/status/1593714798599933952

Top Domains
Top Domains in Tweet in Entire Graph:
[56] westat.com
[47] zoomgov.com
[46] twitter.com
[28] mailchi.mp
[10] zoom.us
[8] brassring.com
[7] youtube.com
[6] wallacefoundation.org
[6] zobjobs.com
[6] oup.com

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

Top Domains in Tweet in G2:
[28] mailchi.mp
[7] zoom.us
[5] 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:
[4] southerneducation.org
[3] twitter.com
[2] diverseeducation.com
[2] mdrc.org
[1] evidenceandequitycollab.org
[1] freakonomics.com

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

Top Domains in Tweet in G6:
[6] oup.com
[1] nih.gov

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

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

Top Domains in Tweet in G10:
[1] twitter.com

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



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

Top Hashtags in Tweet in G2:
[16] summerlearning
[11] engageeverystudent
[8] niea
[8] equity
[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:
[1] 2022appam
[1] eandecollab
[1] bees
[1] unfinishedlearning
[1] math
[1] niea

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:
[2] icymi

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

Top Hashtags in Tweet in G8:
[6] wsds2022

Top Hashtags in Tweet in G10:
[2] sea2022

Top Words
Top Words in Tweet in Entire Graph:
[377] westat
[87] research
[72] register
[72] learn
[68] equity
[66] webinar
[61] join
[60] education
[51] virtual
[48] cahps

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

Top Words in Tweet in G2:
[71] westat
[40] acreandavis
[34] natcompcenter
[20] national
[20] summer
[19] education
[18] team
[18] help
[18] center
[18] learning

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:
[20] assistance
[20] westat
[20] equity
[17] southernedfound
[17] education
[16] center
[16] manage
[14] southern
[10] selected
[9] digitalpromise

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

Top Words in Tweet in G6:
[7] westat
[7] read
[3] take
[3] study
[3] look
[2] gulf
[2] burning
[2] agricultural
[2] research
[2] pulmonary

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:
[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 G9:
[9] wv
[9] westat
[8] amylamitie
[8] region5cc
[7] working
[7] team
[6] carlawarren_
[6] ohiocounty1
[5] eedtacenter
[4] westlibertyu

Top Words in Tweet in G10:
[4] westat
[2] 45am
[2] equity
[2] tampa
[2] chris
[2] presentations
[2] bruce
[2] bollinger
[2] norcnews
[2] uchi_economics

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

Top Word Pairs in Tweet in G1:
[11] learn,more
[9] westat,westat
[7] join,westat
[6] school,districts
[6] #summerlearning,programming
[6] summer,2021
[6] employee,ownership
[6] education,agencies
[6] john,hitchcock
[5] agencies,mobilized

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

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] learn,more

Top Word Pairs in Tweet in G4:
[18] equity,assistance
[13] assistance,center
[13] manage,equity
[8] selected,manage
[7] department,education
[7] digitalpromise,randcorporation
[7] education,foundation
[7] randcorporation,westat
[7] southern,education
[7] westat,pub_strategies

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

Top Word Pairs in Tweet in G6:
[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 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:
[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 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:
[2] 45am,presentations
[2] tampa,room
[2] bruce,meyer
[2] #sea2022,45am
[2] 5th,floor
[2] uchi_economics,chris
[2] room,5th
[2] presentations,bruce
[2] join,tampa
[2] chris,bollinger

Top Replied-To
Top Replied-To in Entire Graph:
@westat
@mossgubben
@espositoinsight
@russwarne
@southernedfound
@charlesmurray
@hsu_steve
@kmking_psych
@austnnchols
@westatscott

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

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

Top Replied-To in G4:
@diverseissues
@southernedfound

Top Replied-To in G8:
@niss_datasci

Top Replied-To in G9:
@carlawarren_

Top Replied-To in G10:
@austnnchols

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

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

Top Mentioned in G2:
@westat
@acreandavis
@natcompcenter
@summerlearning
@leagueofcities
@partnr4childrn
@jgundy14
@lammertncc
@psaresearch
@afterschool4all

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

Top Mentioned in G4:
@westat
@southernedfound
@usedgov
@digitalpromise
@randcorporation
@pub_strategies
@mdrc_news
@diverseissues
@wcorrin718
@roschelle63

Top Mentioned in G5:
@themocoshow

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:
@westat
@statsciduke
@uscensusbureau
@berryconsultant
@cwstat
@deshawgroup
@lillypad
@nsagov
@niss_datasci
@amy__ohara

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

Top Mentioned in G10:
@norcnews
@westat
@uchi_economics
@paulgp
@jmwooldridge
@universityofky
@uscensusbureau
@ayromloos

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:
@markedeschaine
@randcorporation
@mdrc_news
@ascd
@educationalan
@usedgov
@digitalpromise
@diverseissues
@naesp
@edwriters

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

Top Tweeters in G6:
@hazardscampaign
@pewresearch
@bgsu
@thenci
@ehponline
@nielsen
@wsupullman
@noaa
@rti_intl
@ssrs_research

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

Top Tweeters in G8:
@dukeu
@uscensusbureau
@lillypad
@amstatnews
@mccourtschool
@niss_datasci
@clairemkbowen
@m
@nsagov
@nyudatascience

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

Top Tweeters in G10:
@paulgp
@statstas
@universityofky
@austnnchols
@mitchell_joshw
@norcnews
@jmwooldridge
@uchi_economics
@ayromloos


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