westat, Twitter, 9/25/2020 3:54:38 AM, 235946


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westat_2020-09-24_20-42-09.xlsx
westat_2020-09-24_20-42-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2020
Short Description:
westat via NodeXL https://bit.ly/2FQsMCp
@westat
@womeninstat
@compcenternet
@cynraebland
@mcccmd
@jmmulrow
@nasmhpd
@appam_dc
@whycherrywhy
@jgitchell

Top hashtags:
#jsm2020
#jobs
#moms
#wahm
#appamwestat
#covid19
#eval
#workathome
#westat
#hiring

Description:
Description
The graph represents a network of 379 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, 25 September 2020 at 03:43 UTC.

The requested start date was Friday, 25 September 2020 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 85-day, 5-hour, 44-minute period from Wednesday, 01 July 2020 at 17:45 UTC to Thursday, 24 September 2020 at 23:29 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 : 379
Unique Edges : 503
Edges With Duplicates : 1963
Total Edges : 2466
Number of Edge Types : 5
Tweet : 224
Mentions : 1106
Retweet : 276
MentionsInRetweet : 814
Replies to : 46
Self-Loops : 225
Reciprocated Vertex Pair Ratio : 0.0606060606060606
Reciprocated Edge Ratio : 0.114285714285714
Connected Components : 46
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 276
Maximum Edges in a Connected Component : 2209
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.859395
Graph Density : 0.00561907553991987
Modularity : 0.254364
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 379 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, 25 September 2020 at 03:43 UTC.

The requested start date was Friday, 25 September 2020 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 85-day, 5-hour, 44-minute period from Wednesday, 01 July 2020 at 17:45 UTC to Thursday, 24 September 2020 at 23:29 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:
[39] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[16] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/
[10] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[8] https://www.flexjobs.com/404
[7] https://www.westat.com/articles/how-are-americans-coping-financially-covid-19
[7] https://careers.kellyservices.com/
[7] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[6] https://westat.zoomgov.com/meeting/register/vJIsdeGorz0qEpMStcz45E0p-Zg4bUvXZwo
[5] https://us02web.zoom.us/webinar/register/WN_EnrZGZpmQFyb4F4VZJ_rsQ
[5] https://region5compcenter.org/

Top URLs in Tweet in G1:
[7] https://www.westat.com/articles/how-are-americans-coping-financially-covid-19
[6] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[5] https://region5compcenter.org/
[4] https://us02web.zoom.us/webinar/register/WN_EnrZGZpmQFyb4F4VZJ_rsQ
[3] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[3] https://www.westat.com/articles/how-educators-are-adapting-challenges-during-covid-19
[3] https://www.westat.com/articles/2020-bgov200-westat-ranked-federal-industry-leader
[2] https://www.westat.com/articles/childrens-mental-health-during-covid-19
[2] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[2] https://1047wonkfm.iheart.com/featured/ceos-you-should-know/content/2020-07-16-dr-scott-royal-westat/?fbclid=IwAR3ORvlY5Vk8u3KpE_58Zt7GKPDozKrgfmQnES_El_AWvfaljxmXaz2XfzA

Top URLs in Tweet in G2:
[1] https://twitter.com/westat/status/1295446338012950535
[1] https://ww2.amstat.org/meetings/jsm/2020/onlineprogram/ActivityDetails.cfm?SessionID=219353
[1] https://twitter.com/i/web/status/1285278830534578176
[1] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[1] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[1] https://demo-graphics.westat.com/video/Statistical_Careers/
[1] https://twitter.com/i/web/status/1306955694898401286
[1] https://www.air.org/event/piaac-skills-map-implications-research-policy-and-practice
[1] https://www.nist.gov/people/amanda-koepke
[1] https://www.westat.com/team/jeri

Top URLs in Tweet in G3:
[2] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/
[1] https://twitter.com/i/web/status/1283066165934403589
[1] https://www.collegecentral.com/CentralTexasCollege/
[1] https://temple.tedk12.com/hire/Index.aspx
[1] https://www.thechestnutpost.com/news/westat-continues-the-medical-expenditure-panel-survey-household-component-meps-hc/
[1] https://twitter.com/i/web/status/1284010745093435392
[1] https://www.flexjobs.com/404
[1] https://www.westat.com/careers
[1] https://www.salesforce.com/company/careers/
[1] https://jobs.parexel.com

Top URLs in Tweet in G4:
[6] https://westat.zoomgov.com/meeting/register/vJIsdeGorz0qEpMStcz45E0p-Zg4bUvXZwo
[3] https://westat.zoomgov.com/meeting/register/vJIsf-Grqz0oHKl1-S0hsHY_XBApboluUp4
[1] https://westat.zoomgov.com/meeting/register/vJItcuiuqzIsG7yCVqmBcqY_TXGOgGIIie8
[1] https://compcenternetwork.org/national-center/
[1] https://twitter.com/westat/status/1299038094189096962

Top URLs in Tweet in G6:
[8] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[1] https://twitter.com/i/web/status/1283087632323543040
[1] https://twitter.com/i/web/status/1285636363954655233
[1] https://twitter.com/i/web/status/1288520628346200069
[1] https://twitter.com/i/web/status/1304520097151754240
[1] https://twitter.com/i/web/status/1295782667171045383
[1] https://us02web.zoom.us/webinar/register/WN_EnrZGZpmQFyb4F4VZJ_rsQ

Top URLs in Tweet in G7:
[1] https://twitter.com/tcheneyauthor/status/1304101914859110405
[1] https://twitter.com/i/web/status/1308734885788635142
[1] https://twitter.com/debperelman/status/1278687864818208768
[1] https://www.buzzsprout.com/768062/4600859
[1] https://twitter.com/mikakyv365/status/1288548654429736961
[1] https://19thnews.org/2020/08/americas-first-female-recession/
[1] https://19thnews.org/2020/08/black-women-equal-pay-day-2020-report-gender-race/

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1309196730773262339
[1] https://www.bigmarker.com/appa-webinars/Juvenile-Justice-Reforms-in-Kentucky-Evaluation-Findings-and-Lessons-Learned
[1] https://twitter.com/i/web/status/1304439227439091713
[1] https://twitter.com/i/web/status/1304460929275514882
[1] https://twitter.com/i/web/status/1306605357930815489
[1] https://twitter.com/westat/status/1304439227439091713

Top URLs in Tweet in G10:
[2] https://twitter.com/westat/status/1308450460999790592

Top Domains
Top Domains in Tweet in Entire Graph:
[86] twitter.com
[55] workathomemomrevolution.com
[48] westat.com
[35] nationwidejobsearch.com
[11] amstat.org
[10] appam.org
[10] zoomgov.com
[8] flexjobs.com
[7] kellyservices.com
[7] attendesource.com

Top Domains in Tweet in G1:
[44] twitter.com
[41] westat.com
[8] amstat.org
[7] iheart.com
[6] attendesource.com
[5] region5compcenter.org
[4] brassring.com
[4] zoom.us
[3] linkedin.com
[2] youtube.com

Top Domains in Tweet in G2:
[6] urban.org
[3] twitter.com
[3] amstat.org
[3] westat.com
[1] attendesource.com
[1] air.org
[1] nist.gov
[1] rstudio.com
[1] onceupondata.com
[1] jessemaegan.com

Top Domains in Tweet in G3:
[35] nationwidejobsearch.com
[15] twitter.com
[4] bestremotejobs.co
[2] executivebiz.com
[2] westat.com
[1] collegecentral.com
[1] tedk12.com
[1] thechestnutpost.com
[1] flexjobs.com
[1] salesforce.com

Top Domains in Tweet in G4:
[10] zoomgov.com
[1] compcenternetwork.org
[1] twitter.com

Top Domains in Tweet in G6:
[8] appam.org
[5] twitter.com
[1] zoom.us

Top Domains in Tweet in G7:
[4] twitter.com
[2] 19thnews.org
[1] buzzsprout.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] jsm2020
[49] jobs
[43] moms
[39] wahm
[28] appamwestat
[23] covid19
[19] eval
[11] workathome
[10] westat
[10] hiring



Top Hashtags in Tweet in G1:
[32] jsm2020
[21] covid19
[21] appamwestat
[8] eval
[6] arm20
[5] careers
[5] healthcareresearch
[5] hiring
[5] impacteveryday
[4] icymi

Top Hashtags in Tweet in G2:
[8] jsm2020
[3] statistics
[3] piaac
[2] stats
[2] datascience
[1] arm20
[1] covid19
[1] datatool
[1] adultskills
[1] jsm2019

Top Hashtags in Tweet in G3:
[6] jobs
[6] remote
[6] remotejobs
[6] digitalnomad
[6] workathome
[6] remotework
[4] hiring
[4] remoteworking
[4] techjobs
[3] nomad

Top Hashtags in Tweet in G4:
[5] edchat
[3] dyk
[3] education
[3] icymi
[3] schools
[2] edutwitter
[2] edtech
[2] elearning
[2] distancelearning
[2] blendedlearning

Top Hashtags in Tweet in G5:
[10] jsm2020
[4] statistics
[3] datascience
[3] everyonecounts

Top Hashtags in Tweet in G6:
[7] appamwestat
[4] eval
[1] jsm2020
[1] careers

Top Hashtags in Tweet in G7:
[5] westat
[1] knowyourvalue
[1] bayarea

Top Hashtags in Tweet in G8:
[1] path

Top Hashtags in Tweet in G9:
[7] eval
[4] juvenilejustice
[3] juvenilejus

Top Hashtags in Tweet in G10:
[2] mcccpsa
[1] mcccgovconnet

Top Words
Top Words in Tweet in Entire Graph:
[529] westat
[97] join
[92] work
[90] data
[73] home
[71] more
[69] amstatnews
[61] forum
[59] urbaninstitute
[58] collection

Top Words in Tweet in G1:
[223] westat
[36] more
[32] #jsm2020
[29] support
[29] join
[26] re
[24] proud
[23] forum
[22] health
[22] appam_dc

Top Words in Tweet in G2:
[55] urbaninstitute
[54] amstatnews
[50] westat
[49] statliznc
[49] epa
[49] nc_asa
[49] jamilajendayi
[49] alenastern
[49] mastercard
[49] vzheng0120

Top Words in Tweet in G3:
[47] westat
[20] job
[18] surveyresearcherjobs
[15] field
[15] interviewer
[14] hiring
[13] latest
[13] opening
[11] work
[9] telephone

Top Words in Tweet in G4:
[28] scenario
[26] districts
[26] planning
[25] compcenternet
[25] schools
[24] 20
[23] using
[22] gt
[21] 21
[21] return

Top Words in Tweet in G5:
[10] amstatnews
[10] #jsm2020
[9] gold
[9] sponsors
[9] abbvie
[9] berryconsultants
[9] merck
[9] novartis
[9] stata
[9] takedapharma

Top Words in Tweet in G6:
[39] westat
[37] forum
[26] appam_dc
[26] more
[25] member
[21] join
[19] stronger
[18] institutional
[17] leverage
[17] points

Top Words in Tweet in G7:
[5] westat
[5] #westat
[3] incredible
[3] community
[3] many
[3] right
[3] westatpod
[2] proud
[2] part
[2] talk

Top Words in Tweet in G8:
[4] jkelovuori
[4] phil_w888
[4] gregthr
[4] jonathanfoulds
[4] ojkershaw
[4] amelia_rh
[4] jonfell73
[4] fdatobacco
[4] nidanews
[4] westat

Top Words in Tweet in G9:
[24] westat
[15] join
[15] findings
[14] nij
[14] implementation
[11] kentucky
[9] webinar
[9] juvenile
[9] justice
[9] system

Top Words in Tweet in G10:
[2] thank
[2] support
[2] #mcccpsa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] data,collection
[56] home,westat
[55] work,home
[55] westat,phone
[55] phone,data
[53] statliznc,epa
[53] epa,amstatnews
[53] amstatnews,nc_asa
[53] nc_asa,urbaninstitute
[53] urbaninstitute,jamilajendayi

Top Word Pairs in Tweet in G1:
[28] westat,westat
[15] westat,proud
[14] institutional,member
[14] member,forum
[13] leverage,points
[13] points,stronger
[11] appam,institutional
[11] stronger,more
[10] westat,excited
[10] join,westat

Top Word Pairs in Tweet in G2:
[49] statliznc,epa
[49] epa,amstatnews
[49] amstatnews,nc_asa
[49] nc_asa,urbaninstitute
[49] urbaninstitute,jamilajendayi
[49] jamilajendayi,alenastern
[49] alenastern,mastercard
[49] mastercard,vzheng0120
[47] vzheng0120,coder_jess
[46] coder_jess,kodeh

Top Word Pairs in Tweet in G3:
[15] field,interviewer
[9] job,opening
[8] latest,job
[8] great,fit
[7] work,westat
[7] westat,hiring
[7] join,westat
[7] westat,team
[7] team,latest
[6] part,time

Top Word Pairs in Tweet in G4:
[26] scenario,planning
[25] districts,schools
[23] schools,using
[23] using,scenario
[21] planning,20
[21] 20,21
[21] 21,return
[15] return,school
[11] gt,gt
[10] 11am,ct

Top Word Pairs in Tweet in G5:
[9] #jsm2020,gold
[9] gold,sponsors
[9] sponsors,abbvie
[9] abbvie,berryconsultants
[9] merck,novartis
[9] novartis,stata
[9] stata,takedapharma
[7] takedapharma,twosigma
[6] berryconsultants,ibm
[6] ibm,merck

Top Word Pairs in Tweet in G6:
[25] member,forum
[17] leverage,points
[17] points,stronger
[16] institutional,member
[13] stronger,more
[12] appam,institutional
[12] join,abt
[12] lrpeck,karen
[12] karen,gardiner
[12] more,effective

Top Word Pairs in Tweet in G7:
[2] proud,part
[2] part,westat
[2] westat,community
[2] tomorrow,day
[2] day,jess_buchanan1
[2] jess_buchanan1,takes
[2] takes,stage
[2] stage,tedxpearlstreet
[2] tedxpearlstreet,virtual
[2] virtual,event

Top Word Pairs in Tweet in G8:
[4] jkelovuori,phil_w888
[4] phil_w888,gregthr
[4] gregthr,jonathanfoulds
[4] jonathanfoulds,ojkershaw
[4] ojkershaw,amelia_rh
[4] amelia_rh,jonfell73
[4] fdatobacco,nidanews
[4] nidanews,westat
[3] jonfell73,fdatobacco
[2] jgitchell,jkelovuori

Top Word Pairs in Tweet in G9:
[9] juvenile,justice
[8] changes,juvenile
[8] justice,system
[8] system,implemented
[8] implemented,everywhere
[8] everywhere,especially
[8] especially,texas
[7] join,nij
[7] nij,appainfo
[7] appainfo,westat

Top Word Pairs in Tweet in G10:
[2] support,#mcccpsa

Top Replied-To
Top Replied-To in Entire Graph:
@statliznc
@westat
@womeninstat
@jgitchell
@whycherrywhy
@tcheneyauthor
@westatpod
@chabelih
@skyepillsbury
@westatscott

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

Top Replied-To in G2:
@statliznc
@westat
@womeninstat
@chelseaparlett

Top Replied-To in G7:
@tcheneyauthor
@skyepillsbury
@chabelih
@westatpod

Top Replied-To in G8:
@jgitchell
@whycherrywhy

Top Mentioned
Top Mentioned in Entire Graph:
@westat
@amstatnews
@urbaninstitute
@epa
@nc_asa
@jamilajendayi
@alenastern
@mastercard
@vzheng0120
@coder_jess

Top Mentioned in G1:
@westat
@appam_dc
@westatscott
@asaeresearch
@jmmulrow
@mandt_bank
@region5cc
@mckinleyadvisor
@1047wonkfm
@bbkeenan_ceo

Top Mentioned in G2:
@amstatnews
@epa
@nc_asa
@urbaninstitute
@jamilajendayi
@alenastern
@mastercard
@vzheng0120
@coder_jess
@kodeh

Top Mentioned in G4:
@compcenternet
@bellwethered
@westat
@bellwether
@acreandavis
@natcompcenter
@region5cc
@edunomicslab
@klkg
@gtlcenter

Top Mentioned in G5:
@amstatnews
@abbvie
@merck
@novartis
@stata
@takedapharma
@twosigma
@ibm
@westat

Top Mentioned in G6:
@westat
@appam_dc
@lrpeck
@abtassociates
@opre_acf
@naomigoldstein1
@urbaninstitute
@mdrc_news

Top Mentioned in G7:
@jess_buchanan1
@tedxpearlstreet
@overcoffeewine
@peninsulaequity
@19thnews
@westatpod
@debperelman
@jmpalmieri

Top Mentioned in G8:
@jkelovuori
@phil_w888
@gregthr
@jonathanfoulds
@ojkershaw
@amelia_rh
@jonfell73
@fdatobacco
@nidanews
@westat

Top Mentioned in G9:
@westat
@appainfo
@djjky
@kentuckycourts
@ojpnij
@sarahjvidal
@compcenternet
@justicefotxkids
@sourcerkelly
@knowledgeall

Top Mentioned in G10:
@ostglobal
@pilieromazza
@sandyspringbank
@sysarcinc
@tatcsinc
@targetgov
@unanettech
@westat

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@ranganaathan
@barvak
@theartofstunt
@entwistletx
@bitchimmikeb
@duhitzmiaaaa
@wahmrevolution
@seekervore
@thechestnutpost

Top Tweeters in G1:
@hot995
@betterjobsearch
@wmzq
@un
@recruitments360
@who
@dc101
@executivebiz
@washfm
@cdcgov

Top Tweeters in G2:
@femtech_
@entwistletx
@mastercard
@randcorporation
@rstats4ds
@stitchfix
@hspter
@usedgov
@nsf
@urbaninstitute

Top Tweeters in G3:
@thechestnutpost
@frontendla
@jinfo4us
@nwjs_jobs
@empleosio
@chitch94
@watercoolerriot
@bestremotejobs1
@remotewfhjobs
@fundrais123

Top Tweeters in G4:
@duckmo73
@arotherham
@distancelrnbot
@bellwethered
@gtlcenter
@thencii
@reg17cc
@acreandavis
@jennschiess
@bellwether

Top Tweeters in G5:
@code_convention
@fabriciosx
@datasciencebot_
@orderofthedimen
@statstas
@ibm
@novartis
@amstatnews
@chartbeat
@pfizer

Top Tweeters in G6:
@mdrc_news
@jettieeddleman
@erolex_r
@abtassociates
@appam_dc
@miguelpulido
@mlink01
@opre_acf
@sebjilke
@fblomdces

Top Tweeters in G7:
@overcoffeewine
@jmpalmieri
@chabelih
@skyepillsbury
@debperelman
@19thnews
@westatpod
@peninsulaequity
@tcheneyauthor
@jess_buchanan1

Top Tweeters in G8:
@whycherrywhy
@jkelovuori
@gregthr
@phil_w888
@jgitchell
@amelia_rh
@nidanews
@fdatobacco
@ojkershaw
@jonfell73

Top Tweeters in G9:
@knowledgeall
@justicefotxkids
@ojpnij
@kentuckycourts
@appainfo
@forensiccoe
@prof_cjsullivan
@djjky
@cm_connell
@sarahjvidal

Top Tweeters in G10:
@mcccmd
@targetgov
@unanettech
@sandyspringbank
@pilieromazza
@ostglobal
@sysarcinc
@tatcsinc


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