westat, Twitter, 10/14/2022 7:06:26 AM, 282849


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westat_2022-10-13_20-24-33.xlsx
westat_2022-10-13_20-24-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 14, 2022
Short Description:
westat via NodeXL https://bit.ly/3S0shob
@westat
@acfhhs
@jsurvstatmeth
@natcompcenter
@ghsahq
@amstatnews
@breathebetter
@clairemkbowen
@ucnpi
@educationalan

Top hashtags:
#jsm2022
#racism
#disability
#accountable
#twitter
#ahrq
#healthequity
#copdmonth

Description:
Description
The graph represents a network of 418 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 October 2022 at 03:26 UTC.

The requested start date was Friday, 14 October 2022 at 00:01 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, 5-hour, 10-minute period from Friday, 01 July 2022 at 14:59 UTC to Thursday, 13 October 2022 at 20:10 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 : 418
Unique Edges : 484
Edges With Duplicates : 1434
Total Edges : 1918
Number of Edge Types : 5
Mentions : 809
Retweet : 260
MentionsInRetweet : 599
Replies to : 87
Tweet : 163
Self-Loops : 183
Reciprocated Vertex Pair Ratio : 0.0708446866485014
Reciprocated Edge Ratio : 0.132315521628499
Connected Components : 35
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 348
Maximum Edges in a Connected Component : 1790
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.228285
Graph Density : 0.00450931121131803
Modularity : 0.319448
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 418 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 October 2022 at 03:26 UTC.

The requested start date was Friday, 14 October 2022 at 00:01 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, 5-hour, 10-minute period from Friday, 01 July 2022 at 14:59 UTC to Thursday, 13 October 2022 at 20:10 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:
[20] https://westat.zoomgov.com/webinar/register/WN_dmgpv-wJQt66EyR2yrK7xQ
[20] https://westat.zoomgov.com/webinar/register/WN_l-LAum9cTz-8dFMYsPIHRQ
[6] https://www.eventbrite.com/e/westat-reception-at-the-2022-joint-statistical-meetings-jsm-tickets-368592067797?aff=erelexpmlt
[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/sites/default/files/JSM-2022-PresentationList-508_0.pdf
[3] https://www.westat.com/articles/education-equity-enhanced-new-year-round-academic-programming
[3] https://westat.zoom.us/meeting/register/tZcucuqqqD4tE9VFNuTtlWllO3A1FO_Moymb
[3] https://www.westat.com/articles/raising-awareness-aging-adults-hiv
[3] https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?partnerid=82&siteid=5197&PageType=JobDetails&jobid=903506&codes=1-INDEED#jobDetails=903506_5197
[3] http://covid.gov/

Top URLs in Tweet in G1:
[6] 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
[2] https://www.westat.com/articles/cavi-cost-effective-efficient-data-collection-tool
[2] https://www.westat.com/articles/data-visualization-telling-data-rich-stories
[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:
[5] 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
[2] https://westat.zoom.us/meeting/register/tZAvdeusqj0oEtUTQlYAoUktHXl1QIUuGhd4
[2] https://www.westat.com/articles/education-equity-enhanced-new-year-round-academic-programming
[1] https://twitter.com/diverseissues/status/1578497922072993792
[1] https://engageeverystudent.org/
[1] https://twitter.com/landerson313/status/1547579381718994945
[1] https://twitter.com/NYSEDNews/status/1549754251651567617
[1] https://twitter.com/NatCompCenter/status/1549754390407696385
[1] https://www.westat.com/articles/westat-support-southern-education-foundation-managing-regional-equity-assistance-center-0

Top URLs in Tweet in G4:
[1] https://twitter.com/spazzaturapod/status/1552057748522553344
[1] https://twitter.com/westatlies/status/1523128260665626624

Top URLs in Tweet in G5:
[2] https://ehp.niehs.nih.gov/doi/10.1289/EHP10734
[1] https://www.abtassociates.com/insights/publications/article/client-racial-composition-in-first-episode-psychosis-programs?utm_campaign=tamara_c._daley__her_form&utm_content=1657139795&utm_medium=twitter&utm_source=abtassociates
[1] https://www.mdrc.org/project/building-evidence-employment-strategies-bees

Top URLs in Tweet in G6:
[20] https://westat.zoomgov.com/webinar/register/WN_dmgpv-wJQt66EyR2yrK7xQ
[1] https://twitter.com/NIHAging/status/1579517867673935873
[1] https://twitter.com/BreatheBetter/status/1572992836198633472

Top URLs in Tweet in G7:
[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-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:
[1] https://www.prweb.com/releases/westat_to_support_samhsa_to_further_their_leadership_role_in_behavioral_health_financing/prweb18799398.htm
[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://www.westat.com/careers/tips-job-seekers
[1] https://www.youtube.com/watch?v=HToSSRC7D4M&feature=youtu.be

[1] https://www.swarmapp.com/c/bPLb3ZcbnT6
[1] https://p.feedblitz.com/r3.asp?l=188835194&f=1126147&u=124660708&c=8665700
[1] https://twitter.com/i/web/status/1570014776473919489
[1] https://westat.zoom.us/meeting/register/tZcucuqqqD4tE9VFNuTtlWllO3A1FO_Moymb

Top URLs in Tweet in G9:
[1] https://mailchi.mp/westat/tx21st-data-management-15039007
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15029707
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15029935
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15030215
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15030603
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15030895
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15031267
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15031727
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15031839
[1] https://mailchi.mp/westat/texas-ace-monitoring-webinar-series-15032279

Top URLs in Tweet in G10:
[1] https://www.ghsa.org/events/Annual-Meetings/2022

Top Domains
Top Domains in Tweet in Entire Graph:
[63] westat.com
[45] twitter.com
[40] zoomgov.com
[25] mailchi.mp
[13] youtube.com
[9] zoom.us
[9] eventbrite.com
[9] brassring.com
[7] oup.com
[6] frontend.la

Top Domains in Tweet in G1:
[55] westat.com
[24] twitter.com
[11] youtube.com
[7] eventbrite.com
[6] frontend.la
[4] youtu.be
[4] brassring.com
[3] covid.gov
[3] nhtsa.gov
[3] cdc.gov

Top Domains in Tweet in G2:
[6] zoom.us
[5] twitter.com
[5] southerneducation.org
[3] westat.com
[2] diverseeducation.com
[2] eventbrite.com
[1] engageeverystudent.org
[1] compcenternetwork.org
[1] youtube.com
[1] bit.ly

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[2] nih.gov
[1] abtassociates.com
[1] mdrc.org

Top Domains in Tweet in G6:
[20] zoomgov.com
[2] twitter.com

Top Domains in Tweet in G7:
[6] oup.com

Top Domains in Tweet in G8:
[5] zobjobs.com
[4] twitter.com
[2] westat.com
[1] prweb.com
[1] brassring.com
[1] youtube.com
[1] swarmapp.com
[1] feedblitz.com
[1] zoom.us
[1] ipage.com

Top Domains in Tweet in G9:
[25] mailchi.mp
[1] zoom.us

Top Domains in Tweet in G10:
[1] ghsa.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[59] jsm2022
[53] racism
[52] disability
[49] accountable
[40] twitter
[32] ahrq
[32] healthequity
[24] copdmonth
[20] engageeverystudent
[18] mentalhealth



Top Hashtags in Tweet in G1:
[45] jsm2022
[12] covid19
[9] careers
[9] hiring
[9] jobs
[8] westat
[8] opportunity
[6] engageeverystudent
[5] statistics
[5] longcovid

Top Hashtags in Tweet in G2:
[14] engageeverystudent
[9] niea
[8] nf2022
[8] equity
[4] education
[3] edu
[2] schoolimprovement
[2] k12
[1] capacitybuilding
[1] eac

Top Hashtags in Tweet in G3:
[13] jsm2022
[6] wsds2022

Top Hashtags in Tweet in G4:
[50] racism
[49] disability
[46] accountable
[37] twitter
[16] retweet
[16] retweeetplease
[16] breakingnews
[16] tweet100
[16] mentalhealth
[16] losangeles

Top Hashtags in Tweet in G5:
[2] icymi
[1] bees

Top Hashtags in Tweet in G6:
[24] copdmonth
[13] breathebetter
[6] caregiving
[2] copd
[1] caregivers
[1] breathbetter

Top Hashtags in Tweet in G8:
[4] westat
[3] hiring
[2] media
[1] epijobs
[1] jobseekers
[1] jobs
[1] careers
[1] ens
[1] mwera2022
[1] jobsearch

Top Hashtags in Tweet in G9:
[9] celebremosspring
[5] hispanicheritagemonth
[1] afterschool
[1] beyondschoolhours

Top Hashtags in Tweet in G10:
[2] ghsa2022

Top Words
Top Words in Tweet in Entire Graph:
[449] westat
[77] hiltonfound
[72] learn
[71] research
[65] register
[64] virtual
[63] webinar
[59] #jsm2022
[54] equity
[54] more

Top Words in Tweet in G1:
[141] westat
[45] #jsm2022
[28] more
[26] learn
[22] data
[21] research
[19] great
[16] staff
[15] reception
[15] join

Top Words in Tweet in G2:
[47] westat
[38] natcompcenter
[30] education
[28] center
[22] acreandavis
[20] equity
[18] usedgov
[18] assistance
[17] southernedfound
[15] national

Top Words in Tweet in G3:
[25] westat
[19] lillypad
[18] thank
[17] sponsors
[17] berryconsultant
[16] amstatnews
[13] #jsm2022
[12] nsagov
[11] astrazeneca
[11] jmp_software

Top Words in Tweet in G4:
[131] westat
[76] hiltonfound
[50] #racism
[49] #disability
[49] discrimination
[48] being
[46] held
[46] #accountable
[45] scotyappleseed
[43] advocatedeborah

Top Words in Tweet in G5:
[10] westat
[7] rti_intl
[5] research
[4] urbaninstitute
[4] health
[4] more
[4] wested
[3] burning
[3] agricultural
[3] pulmonary

Top Words in Tweet in G6:
[48] webinar
[36] friday
[35] breathebetter
[32] learn
[30] 1pm
[29] 14
[27] caregivers
[27] resphealth
[26] role
[24] #copdmonth

Top Words in Tweet in G7:
[6] westat
[6] read
[3] take
[3] look
[2] gulf
[2] design
[2] effects
[2] kish
[2] three
[2] designs

Top Words in Tweet in G8:
[27] westat
[12] eth
[10] remote
[8] job
[7] research
[6] corporation
[6] employeeowned
[6] services
[6] providing
[5] developer

Top Words in Tweet in G9:
[16] desk
[16] hours
[16] way
[16] help
[15] virtual
[11] westat
[10] 21st
[9] #celebremosspring
[9] heritage
[9] hispanic

Top Words in Tweet in G10:
[2] aamvaconnection
[2] possible
[2] thank
[2] highway
[2] #ghsa2022
[2] making
[2] actsautosafety
[2] safety
[2] aaanews
[2] champions

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] westat,hiltonfound
[49] held,#accountable
[48] #accountable,#racism
[48] #racism,#disability
[48] being,held
[45] #disability,discrimination
[43] doesn,being
[40] #twitter,westat
[39] westat,doesn
[35] discrimination,stop

Top Word Pairs in Tweet in G1:
[18] learn,more
[11] don,miss
[9] networking,reception
[8] #opportunity,westat
[8] stop,booth
[8] #hiring,#opportunity
[8] #jobs,#hiring
[7] westat,staff
[7] make,sure
[6] rockville,md

Top Word Pairs in Tweet in G2:
[17] equity,assistance
[13] assistance,center
[12] manage,equity
[12] national,center
[8] department,education
[8] education,foundation
[8] donna,elam
[8] natcompcenter,national
[8] southern,education
[7] selected,manage

Top Word Pairs in Tweet in G3:
[11] #jsm2022,gold
[11] lillypad,us_fda
[11] gold,sponsors
[11] thank,#jsm2022
[11] berryconsultant,lillypad
[11] beigeneglobal,berryconsultant
[11] sponsors,astrazeneca
[11] us_fda,jmp_software
[11] astrazeneca,beigeneglobal
[8] amstatnews,thank

Top Word Pairs in Tweet in G4:
[51] westat,hiltonfound
[46] held,#accountable
[45] being,held
[45] #accountable,#racism
[45] #racism,#disability
[42] #disability,discrimination
[40] doesn,being
[37] #twitter,westat
[36] westat,doesn
[32] discrimination,stop

Top Word Pairs in Tweet in G5:
[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 G6:
[24] important,role
[20] 14,1pm
[19] 10,14
[18] friday,10
[17] role,caregivers
[16] webinar,friday
[14] copd,webinar
[14] caregiving,copd
[13] breathebetter,resphealth
[13] more,register

Top Word Pairs in Tweet in G7:
[3] take,look
[2] stage,designs
[2] extension,kish
[2] read,extension
[2] effects,two
[2] two,three
[2] three,stage
[2] formula,design
[2] kish,formula
[2] design,effects

Top Word Pairs in Tweet in G8:
[6] corporation,providing
[6] employeeowned,corporation
[6] providing,research
[6] westat,employeeowned
[6] research,services
[4] job,description
[4] remote,westat
[4] description,westat
[3] editor,remote
[3] writereditor,remote

Top Word Pairs in Tweet in G9:
[16] desk,hours
[16] help,desk
[15] virtual,help
[9] hispanic,heritage
[8] 21st,century
[8] month,21st
[8] way,#celebremosspring
[8] celebrate,hispanic
[8] century,way
[8] heritage,month

Top Word Pairs in Tweet in G10:
[2] aamvaconnection,actsautosafety
[2] making,#ghsa2022
[2] highway,safety
[2] safety,champions
[2] 2022,highway
[2] possible,aaanews
[2] #ghsa2022,possible
[2] aaanews,aamvaconnection
[2] champions,making
[2] thank,2022

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

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

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

Top Replied-To in G3:
@westat
@niss_datasci
@amstatnews

Top Replied-To in G4:
@go_team_emma
@scotyappleseed
@mean2greenstrz
@advocatedeborah
@westat
@jessrayerogers
@parishilton
@spazzaturapod
@westatscott
@acreandavis

Top Replied-To in G5:
@joannespetz
@alicia_plemmons
@education_air

Top Replied-To in G9:
@westat

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

Top Mentioned in G1:
@westat
@jmmulrow
@natcompcenter
@thisisstats
@leadermontmd
@cdcgov
@westatscott
@nhtsagov
@nbamathhoops
@amstatnews

Top Mentioned in G2:
@westat
@natcompcenter
@acreandavis
@usedgov
@southernedfound
@lammertncc
@aasahq
@edcommission
@leagueofcities
@ashimsha

Top Mentioned in G3:
@westat
@lillypad
@berryconsultant
@amstatnews
@nsagov
@astrazeneca
@beigeneglobal
@us_fda
@jmp_software
@cwstat

Top Mentioned in G4:
@westat
@hiltonfound
@scotyappleseed
@advocatedeborah
@go_team_emma
@kathyhilton
@potus
@parishilton
@spazzaturapod
@satoesq

Top Mentioned in G5:
@westat
@rti_intl
@urbaninstitute
@wested
@phinational
@aacnpolicy
@ashouldersecon
@niehs
@thenci
@sjlondon22

Top Mentioned in G6:
@breathebetter
@resphealth
@nihaging
@nia_bsr
@nih_nhlbi
@acfhhs

Top Mentioned in G7:
@westat
@rti_intl
@trentbuskirk
@cameronbrook
@wsupullman
@baruch_zicklin
@bgsu
@ssrs_research
@nielsen
@las_iastate

Top Mentioned in G9:
@westat
@springisd
@shuester
@kimfonteno
@scpetty
@springisd_face
@hilarionmartin1
@bammel21stcclc
@safe21stcentury
@springespanol

Top Mentioned in G10:
@aaanews
@aamvaconnection
@actsautosafety
@ghsahq
@acuse
@acusensus
@interlocks_ciim
@smartsimplesaas
@toxcel_llc
@trypscore

Top Tweeters
Top Tweeters in Entire Graph:
@frontendla
@education_24x7
@mentalhealthbo5
@mariastsehai
@hiringcare
@forbes
@hephaistos_ai
@monitor_ph
@ensregistry
@jobsviatweet

Top Tweeters in G1:
@frontendla
@hiringcare
@forbes
@hephaistos_ai
@jobsviatweet
@betterjobsearch
@nvsdata
@stem_ai
@precisionmedbot
@corisbigmouth

Top Tweeters in G2:
@education_24x7
@markedeschaine
@ascd
@educationalan
@afterschool4all
@duckmo73
@usedgov
@ptrichsea
@diverseissues
@naesp

Top Tweeters in G3:
@snowbal7
@dukeu
@lillypad
@us_fda
@meta
@jmp_software
@amstatnews
@niss_datasci
@_simpson_ke
@merck

Top Tweeters in G4:
@mentalhealthbo5
@hardlynormal
@breaking24_7
@loveiscthulhu
@bottweet100
@wireless_step
@rooflesser
@parishilton
@go_team_emma
@mean2greenstrz

Top Tweeters in G5:
@brookingsinst
@hazardscampaign
@randcorporation
@mdrc_news
@thenci
@ehponline
@urbaninstitute
@stanford
@abtassociates
@mathematicanow

Top Tweeters in G6:
@monitor_ph
@rosario_strano
@copd_research
@janesescoot
@minorityhealth
@nihaging
@sevendivinity
@jh_memory_aging
@nih_nhlbi
@jhgeriatrics

Top Tweeters in G7:
@pewresearch
@bgsu
@nielsen
@wsupullman
@noaa
@rnishimura
@ssrs_research
@umd_agnr
@pewmethods
@baruch_zicklin

Top Tweeters in G8:
@ensregistry
@_teen_problem
@zobjobsus
@epijobs
@linkewire
@freequentflyr
@botindustry
@kierduros
@ohioafterschool
@nationalapse

Top Tweeters in G9:
@springisd
@shuester
@foundations_inc
@scpetty
@springespanol
@bammelcsla
@s_jilnell
@springisd_face
@safe21stcentury
@hilarionmartin1

Top Tweeters in G10:
@uhaul
@verramobility
@ghsahq
@aaanews
@smartsimplesaas
@aamvaconnection
@zoox
@actsautosafety
@interlocks_ciim
@toxcel_llc


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