westat, Twitter, 9/18/2020 3:47:32 AM, 235373


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westat_2020-09-17_20-42-09.xlsx
westat_2020-09-17_20-42-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2020
Short Description:
westat via NodeXL https://bit.ly/3c8iFV0
@westat
@womeninstat
@compcenternet
@cynraebland
@mcccmd
@jmmulrow
@nasmhpd
@appam_dc
@whycherrywhy
@jgitchell

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

Description:
Description
The graph represents a network of 358 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, 18 September 2020 at 03:43 UTC.

The requested start date was Friday, 18 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 78-day, 4-hour, 14-minute period from Wednesday, 01 July 2020 at 17:45 UTC to Thursday, 17 September 2020 at 21:59 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 : 358
Unique Edges : 473
Edges With Duplicates : 1908
Total Edges : 2381
Number of Edge Types : 5
Mentions : 1088
MentionsInRetweet : 779
Retweet : 256
Tweet : 214
Replies to : 44
Self-Loops : 215
Reciprocated Vertex Pair Ratio : 0.0609418282548476
Reciprocated Edge Ratio : 0.114882506527415
Connected Components : 45
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 260
Maximum Edges in a Connected Component : 2130
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.869239
Graph Density : 0.00599345883604839
Modularity : 0.247911
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 358 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, 18 September 2020 at 03:43 UTC.

The requested start date was Friday, 18 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 78-day, 4-hour, 14-minute period from Wednesday, 01 July 2020 at 17:45 UTC to Thursday, 17 September 2020 at 21:59 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
[4] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf

Top URLs in Tweet in G1:
[6] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[4] https://us02web.zoom.us/webinar/register/WN_EnrZGZpmQFyb4F4VZJ_rsQ
[4] https://region5compcenter.org/
[3] https://www.westat.com/articles/how-educators-are-adapting-challenges-during-covid-19
[2] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[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://www.westat.com/articles/2020-bgov200-westat-ranked-federal-industry-leader
[1] https://hispanicheritagemonth.gov/
[1] https://twitter.com/i/web/status/1278018404507664392

Top URLs in Tweet in G2:
[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/westat/status/1295446338012950535
[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
[1] https://rstudio.com/speakers/tanya-cashorali/

Top URLs in Tweet in G3:
[6] https://westat.zoomgov.com/meeting/register/vJIsdeGorz0qEpMStcz45E0p-Zg4bUvXZwo
[3] https://westat.zoomgov.com/meeting/register/vJIsf-Grqz0oHKl1-S0hsHY_XBApboluUp4
[1] https://www.westat.com/articles/2020-bgov200-westat-ranked-federal-industry-leader
[1] https://www.westat.com/articles/video-message-scott-royal
[1] https://1047wonkfm.iheart.com/featured/ceos-you-should-know/content/2020-07-16-dr-scott-royal-westat/?fbclid=IwAR3ORvlY5Vk8u3KpE_58Zt7GKPDozKrgfmQnES_El_AWvfaljxmXaz2XfzA
[1] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[1] https://twitter.com/i/web/status/1295460447488008192
[1] https://twitter.com/i/web/status/1295460616807776257
[1] https://twitter.com/westat/status/1301550566963924994
[1] https://twitter.com/westat/status/1306247491864723458

Top URLs in Tweet in G4:
[6] https://www.westat.com/articles/how-are-americans-coping-financially-covid-19
[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/

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

Top URLs in Tweet in G10:
[2] https://wapor.org/resources/wapor-webinars/

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

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

Top Domains in Tweet in G2:
[6] urban.org
[3] amstat.org
[3] westat.com
[2] twitter.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:
[9] zoomgov.com
[6] twitter.com
[3] westat.com
[1] iheart.com
[1] executivebiz.com
[1] compcenternetwork.org

Top Domains in Tweet in G4:
[35] nationwidejobsearch.com
[13] twitter.com
[8] westat.com
[4] bestremotejobs.co
[2] executivebiz.com
[1] collegecentral.com
[1] tedk12.com
[1] thechestnutpost.com
[1] flexjobs.com
[1] salesforce.com

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

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

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

Top Domains in Tweet in G10:
[2] wapor.org

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



Top Hashtags in Tweet in G1:
[30] jsm2020
[21] appamwestat
[14] covid19
[7] eval
[5] careers
[5] impacteveryday
[4] healthcareresearch
[4] arm20
[4] hiring
[4] asae20

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

Top Hashtags in Tweet in G3:
[5] edchat
[4] covid19
[4] icymi
[4] dyk
[3] education
[3] schools
[2] arm20
[2] jsm2020
[2] edutwitter
[2] edtech

Top Hashtags in Tweet in G4:
[6] jobs
[6] remote
[6] digitalnomad
[6] remotejobs
[5] workathome
[5] remotework
[4] hiring
[4] remoteworking
[4] techjobs
[3] nomad

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:
[5] webinar

Top Words
Top Words in Tweet in Entire Graph:
[487] westat
[93] join
[92] work
[87] data
[72] home
[70] more
[68] amstatnews
[59] forum
[59] urbaninstitute
[58] collection

Top Words in Tweet in G1:
[163] westat
[33] more
[30] #jsm2020
[25] re
[25] support
[24] join
[21] #appamwestat
[21] forum
[20] health
[20] appam_dc

Top Words in Tweet in G2:
[55] urbaninstitute
[53] amstatnews
[49] statliznc
[49] epa
[49] nc_asa
[49] jamilajendayi
[49] alenastern
[49] mastercard
[49] vzheng0120
[47] coder_jess

Top Words in Tweet in G3:
[50] westat
[28] scenario
[26] 20
[26] compcenternet
[26] districts
[26] planning
[25] schools
[24] using
[21] 21
[21] return

Top Words in Tweet in G4:
[44] westat
[21] job
[18] surveyresearcherjobs
[15] field
[15] interviewer
[14] hiring
[13] latest
[13] opening
[11] work
[8] join

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:
[37] westat
[36] forum
[26] more
[25] appam_dc
[25] member
[21] join
[19] stronger
[18] institutional
[17] leverage
[17] points

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

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:
[22] westat
[14] join
[14] findings
[13] implementation
[12] nij
[11] kentucky
[9] system
[8] changes
[8] juvenile
[8] justice

Top Words in Tweet in G10:
[6] wapor
[5] #webinar
[5] advances
[5] comparative
[5] survey
[5] methods
[4] anna
[3] norcnews
[3] still
[3] few

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:
[18] westat,westat
[13] institutional,member
[13] member,forum
[12] westat,proud
[12] leverage,points
[12] points,stronger
[11] stronger,more
[10] appam,institutional
[9] re,hiring
[9] ceos,know

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:
[26] scenario,planning
[25] districts,schools
[23] schools,using
[23] using,scenario
[21] planning,20
[21] 20,21
[21] 21,return
[15] return,school
[10] 11am,ct
[10] gt,gt

Top Word Pairs in Tweet in G4:
[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 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:
[8] changes,juvenile
[8] juvenile,justice
[8] justice,system
[8] system,implemented
[8] implemented,everywhere
[8] everywhere,especially
[8] especially,texas
[7] westat,join
[7] join,westat
[7] westat,sarah

Top Word Pairs in Tweet in G10:
[5] advances,comparative
[5] comparative,survey
[5] survey,methods
[3] still,few
[3] few,hours
[3] hours,register
[3] register,today's
[3] today's,free
[3] free,wapor
[3] wapor,#webinar

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

Top Replied-To in G1:
@socialdriver

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

Top Replied-To in G3:
@westatscott

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

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
@asaeresearch
@mandt_bank
@westatscott
@jmmulrow
@mckinleyadvisor
@region5cc
@bbkeenan_ceo
@socialdriver

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

Top Mentioned in G3:
@westat
@compcenternet
@bellwethered
@natcompcenter
@bellwether
@acreandavis
@klkg
@executivebiz
@region5cc
@westatscott

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
@knowledgeall
@sourcerkelly

Top Mentioned in G10:
@wapor
@norcnews
@ohiostate
@westat
@uofmaryland
@wvs_survey

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
@washfm
@altarum
@manavdas

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

Top Tweeters in G3:
@executivebiz
@cdcgov
@duckmo73
@arotherham
@distancelrnbot
@nih
@us_fda
@bellwethered
@uofl
@gtlcenter

Top Tweeters in G4:
@thechestnutpost
@frontendla
@jinfo4us
@nwjs_jobs
@empleosio
@chitch94
@bestremotejobs1
@remotewfhjobs
@fundrais123
@botindustry

Top Tweeters in G5:
@code_convention
@datasciencebot_
@fabriciosx
@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
@prof_cjsullivan
@djjky
@cm_connell
@sarahjvidal

Top Tweeters in G10:
@ohiostate
@uofmaryland
@norcnews
@clairedurand
@danielcapis
@wvs_survey
@wapor
@ksenniyakk