westat, Twitter, 8/14/2020 3:54:07 AM, 232613


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westat_2020-08-13_20-48-00.xlsx
westat_2020-08-13_20-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2020
Short Description:
westat via NodeXL https://bit.ly/3fThdWH
@westat
@womeninstat
@compcenternet
@cynraebland
@mcccmd
@jmmulrow
@nasmhpd
@jgitchell
@whycherrywhy
@amstatnews

Top hashtags:
#aapor
#jsm2020
#jobs
#covid19
#moms
#wahm
#icymi
#westat
#survey
#arm20

Description:
Description
The graph represents a network of 340 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 August 2020 at 03:49 UTC.

The requested start date was Friday, 14 August 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 72-day, 22-hour, 6-minute period from Monday, 01 June 2020 at 22:24 UTC to Thursday, 13 August 2020 at 20:30 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 : 340
Unique Edges : 477
Edges With Duplicates : 1852
Total Edges : 2329
Number of Edge Types : 5
Mentions : 1073
Retweet : 252
MentionsInRetweet : 748
Tweet : 203
Replies to : 53
Self-Loops : 205
Reciprocated Vertex Pair Ratio : 0.0589080459770115
Reciprocated Edge Ratio : 0.111261872455902
Connected Components : 40
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 233
Maximum Edges in a Connected Component : 2086
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.778595
Graph Density : 0.00639423911157383
Modularity : 0.250894
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 340 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 August 2020 at 03:49 UTC.

The requested start date was Friday, 14 August 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 72-day, 22-hour, 6-minute period from Monday, 01 June 2020 at 22:24 UTC to Thursday, 13 August 2020 at 20:30 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://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/
[9] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[8] https://www.flexjobs.com/404
[7] https://careers.kellyservices.com/
[6] https://westat.zoomgov.com/meeting/register/vJIsdeGorz0qEpMStcz45E0p-Zg4bUvXZwo
[6] https://www.westat.com/sites/default/files/AAPOR-Presentation-for-508_0.pdf
[5] https://www.westat.com/articles/2020-bgov200-westat-ranked-federal-industry-leader
[5] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[5] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/

Top URLs in Tweet in G1:
[7] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[5] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[4] https://www.westat.com/sites/default/files/AAPOR-Presentation-for-508_0.pdf
[4] https://www.westat.com/articles/2020-bgov200-westat-ranked-federal-industry-leader
[3] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[3] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/
[2] https://www.westat.com/articles/westats-abram-rosenblatt-impact-covid-19-behavioral-health-0
[2] https://www.westat.com/articles/westat-2020-american-association-public-opinion-research-conference
[2] http://www.eventScribe.com/2020/AAPOR2020/QRcode.asp?presentation=1338565
[2] https://twitter.com/westat/status/1271089467521146883

Top URLs in Tweet in G2:
[2] https://www.westat.com/sites/default/files/AAPOR-Presentation-for-508_0.pdf
[2] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[1] https://ww2.amstat.org/meetings/jsm/2020/onlineprogram/ActivityDetails.cfm?SessionID=219353
[1] https://twitter.com/westat/status/1270471433056071682
[1] https://us02web.zoom.us/j/84487031794
[1] https://www.facebook.com/westat.hq/videos/3221091287943508/
[1] https://www.westat.com/covid-19-strategies-solutions
[1] https://twitter.com/i/web/status/1285278830534578176
[1] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[1] https://demo-graphics.westat.com/video/Statistical_Careers/

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
[2] https://www.westat.com/articles/how-educators-are-adapting-challenges-during-covid-19
[1] https://compcenternetwork.org/collection/5843

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1270392695039627268

Top URLs in Tweet in G5:
[2] https://blog.executivebiz.com/2020/06/executive-spotlight-scott-royal-phd-president-ceo-of-westat/
[1] http://joburl.ws/13632081
[1] https://twitter.com/i/web/status/1283066165934403589
[1] https://www.collegecentral.com/CentralTexasCollege/
[1] https://temple.tedk12.com/hire/Index.aspx
[1] https://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:
[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/

Top URLs in Tweet in G8:
[1] https://twitter.com/power_of_a/status/1293603940651671553
[1] https://twitter.com/i/web/status/1292886966976032780
[1] https://impacteveryday.org/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1271439396823355393
[1] https://twitter.com/i/web/status/1271520844515328008

Top Domains
Top Domains in Tweet in Entire Graph:
[62] twitter.com
[54] westat.com
[36] workathomemomrevolution.com
[33] nationwidejobsearch.com
[12] eventscribe.com
[11] amstat.org
[9] attendesource.com
[9] zoomgov.com
[8] flexjobs.com
[7] kellyservices.com

Top Domains in Tweet in G1:
[42] westat.com
[42] twitter.com
[12] eventscribe.com
[8] amstat.org
[7] attendesource.com
[7] iheart.com
[5] appam.org
[4] brassring.com
[3] facebook.com
[3] secure-platform.com

Top Domains in Tweet in G2:
[7] westat.com
[6] urban.org
[3] amstat.org
[2] twitter.com
[2] attendesource.com
[1] zoom.us
[1] facebook.com
[1] nist.gov
[1] rstudio.com
[1] onceupondata.com

Top Domains in Tweet in G3:
[9] zoomgov.com
[2] westat.com
[1] compcenternetwork.org

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

Top Domains in Tweet in G5:
[33] nationwidejobsearch.com
[4] twitter.com
[2] executivebiz.com
[1] joburl.ws
[1] collegecentral.com
[1] tedk12.com
[1] thechestnutpost.com
[1] flexjobs.com
[1] westat.com
[1] salesforce.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] buzzsprout.com
[1] 19thnews.org

Top Domains in Tweet in G8:
[2] twitter.com
[1] impacteveryday.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] aapor
[51] jsm2020
[27] jobs
[26] covid19
[24] moms
[20] wahm
[13] icymi
[13] westat
[12] survey
[9] arm20



Top Hashtags in Tweet in G1:
[73] aapor
[33] jsm2020
[23] covid19
[12] survey
[8] arm20
[8] hivtestingday
[7] icymi
[7] hiv
[7] eval
[6] pandemic

Top Hashtags in Tweet in G2:
[12] jsm2020
[7] aapor
[6] statistics
[5] datascience
[3] everyonecounts
[2] stats
[1] covid19
[1] arm20
[1] bgov200
[1] jsm2019

Top Hashtags in Tweet in G3:
[6] edchat
[6] icymi
[3] elearning
[3] distancelearning
[3] education
[3] schools
[3] educators
[3] families
[2] edutwitter
[2] edtech

Top Hashtags in Tweet in G4:
[6] jsm2020
[2] aapor
[1] statistics

Top Hashtags in Tweet in G5:
[3] jobs
[3] remotework
[2] hiring
[2] workathome
[2] digitalnomad
[2] remotejobs
[2] remote
[2] 15914br
[2] 16273br
[2] 16275br

Top Hashtags in Tweet in G6:
[8] westat
[1] bayarea
[1] knowyourvalue

Top Hashtags in Tweet in G8:
[4] asae20
[3] impacteveryday
[1] asae100

Top Hashtags in Tweet in G9:
[1] path

Top Hashtags in Tweet in G10:
[4] aapor

Top Words
Top Words in Tweet in Entire Graph:
[449] westat
[86] #aapor
[76] data
[67] work
[66] amstatnews
[59] join
[59] urbaninstitute
[56] home
[55] more
[53] statliznc

Top Words in Tweet in G1:
[243] westat
[73] #aapor
[50] more
[36] join
[33] #jsm2020
[32] re
[29] virtual
[27] proud
[27] westatscott
[27] 18

Top Words in Tweet in G2:
[59] westat
[59] urbaninstitute
[58] amstatnews
[53] statliznc
[53] epa
[53] nc_asa
[53] jamilajendayi
[53] alenastern
[53] mastercard
[53] vzheng0120

Top Words in Tweet in G3:
[30] districts
[30] scenario
[29] compcenternet
[27] schools
[27] planning
[24] using
[22] 20
[22] 21
[22] return
[22] gt

Top Words in Tweet in G4:
[8] westat
[7] sponsors
[7] abbvie
[7] novartis
[7] stata
[6] #jsm2020
[6] ibm
[5] amstatnews
[5] gold
[5] berryconsultants

Top Words in Tweet in G5:
[34] westat
[20] job
[18] surveyresearcherjobs
[15] field
[15] interviewer
[14] hiring
[13] latest
[13] opening
[8] great
[8] fit

Top Words in Tweet in G6:
[8] #westat
[5] westatpod
[5] mini
[4] awfully
[4] special
[4] request
[4] played
[4] before
[4] week
[4] huge

Top Words in Tweet in G8:
[10] asaeresearch
[7] impact
[5] members
[5] mckinleyadvisor
[5] westat
[5] socialdriver
[4] hope
[4] #asae20
[4] attendees
[4] accessed

Top Words in Tweet in G9:
[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 G10:
[10] westat
[5] olson_km
[5] aapor
[4] #aapor
[4] jlholzberg
[3] survey
[3] make
[3] vtpollster
[2] booth
[2] year's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] statliznc,epa
[53] epa,amstatnews
[53] amstatnews,nc_asa
[53] nc_asa,urbaninstitute
[53] urbaninstitute,jamilajendayi
[53] jamilajendayi,alenastern
[53] alenastern,mastercard
[53] mastercard,vzheng0120
[51] vzheng0120,coder_jess
[49] coder_jess,kodeh

Top Word Pairs in Tweet in G1:
[23] westat,westat
[22] points,stronger
[21] leverage,points
[20] appam,institutional
[20] institutional,member
[20] member,forum
[17] stronger,more
[16] westat,proud
[15] join,westat
[13] 18,appam

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

Top Word Pairs in Tweet in G3:
[27] districts,schools
[27] scenario,planning
[24] schools,using
[24] using,scenario
[22] planning,20
[22] 20,21
[22] 21,return
[15] return,school
[11] 11am,ct
[11] gt,gt

Top Word Pairs in Tweet in G4:
[7] sponsors,abbvie
[7] novartis,stata
[5] #jsm2020,gold
[5] gold,sponsors
[5] abbvie,berryconsultants
[5] merck,novartis
[5] stata,takedapharma
[4] berryconsultants,ibm
[4] ibm,merck
[3] takedapharma,twosigma

Top Word Pairs in Tweet in G5:
[15] field,interviewer
[9] job,opening
[8] great,fit
[8] latest,job
[7] join,westat
[7] westat,team
[7] team,latest
[7] westat,hiring
[6] work,westat
[5] rockville,md

Top Word Pairs in Tweet in G6:
[4] awfully,special
[4] special,request
[4] request,played
[4] played,before
[4] before,week
[4] week,#westat
[4] #westat,mini
[4] mini,huge
[4] huge,fans
[4] fans,westoriesstl

Top Word Pairs in Tweet in G8:
[4] hope,#asae20
[4] #asae20,attendees
[4] attendees,members
[4] members,accessed
[4] accessed,impact
[4] impact,day
[4] day,asaeresearch
[4] asaeresearch,centennial
[4] centennial,initiative
[4] initiative,report

Top Word Pairs in Tweet in G9:
[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 G10:
[4] olson_km,jlholzberg
[2] year's,#aapor
[2] #aapor,conference
[2] year,make
[2] make,tough
[2] tough,decisions
[2] decisions,#aapor
[2] #aapor,competition
[2] competition,winners
[2] winners,olson_km

Top Replied-To
Top Replied-To in Entire Graph:
@statliznc
@westat
@womeninstat
@en_bp
@jgitchell
@whycherrywhy
@westatscott
@aapor
@olson_km
@socialdriver

Top Replied-To in G1:
@westat
@westatscott
@en_bp
@cdcgov

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

Top Replied-To in G6:
@skyepillsbury

Top Replied-To in G7:
@festongadaya

Top Replied-To in G8:
@socialdriver

Top Replied-To in G9:
@jgitchell
@whycherrywhy

Top Replied-To in G10:
@aapor
@olson_km
@en_bp

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

Top Mentioned in G1:
@westat
@westatscott
@jmmulrow
@appam_dc
@mandt_bank
@ednces
@cdcgov
@thechildrensinn
@1047wonkfm
@brad1723

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

Top Mentioned in G3:
@compcenternet
@bellwethered
@westat
@bellwether
@acreandavis
@region5cc
@gtlcenter

Top Mentioned in G4:
@abbvie
@novartis
@stata
@westat
@ibm
@amstatnews
@merck
@takedapharma
@twosigma

Top Mentioned in G5:
@pdacosta

Top Mentioned in G6:
@westatpod
@westoriesstl
@meweintl
@overcoffeewine
@peninsulaequity
@jess_buchanan1
@tedxpearlstreet
@debperelman
@jmpalmieri
@19thnews

Top Mentioned in G7:
@totmedics2020
@wakusnooz
@marekamalili
@scholadecaprado
@kennedymmari
@mabalamakengeza
@chapo255
@petersonchris_
@bajabiri
@wemakako

Top Mentioned in G8:
@asaeresearch
@mckinleyadvisor
@westat
@socialdriver
@bbkeenan_ceo
@mdbeebe
@mtatman

Top Mentioned in G9:
@jkelovuori
@phil_w888
@gregthr
@jonathanfoulds
@ojkershaw
@amelia_rh
@jonfell73
@fdatobacco
@nidanews
@westat

Top Mentioned in G10:
@westat
@olson_km
@jlholzberg
@vtpollster
@mlink01
@aapor
@marketingsysgrp
@statstas
@rnishimura

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@ranganaathan
@barvak
@theartofstunt
@entwistletx
@marekamalili
@bitchimmikeb
@bajabiri
@duhitzmiaaaa
@pdacosta

Top Tweeters in G1:
@hot995
@betterjobsearch
@boweezy305
@wmzq
@un
@who
@dc101
@mdrc_news
@recruitments360
@executivebiz

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

Top Tweeters in G3:
@knowledgeall
@duckmo73
@arotherham
@distancelrnbot
@bellwethered
@gtlcenter
@thencii
@acreandavis
@jennschiess
@bellwether

Top Tweeters in G4:
@code_convention
@fabriciosx
@orderofthedimen
@griffspeak
@statstas
@ibm
@novartis
@chartbeat
@pfizer
@merck

Top Tweeters in G5:
@pdacosta
@thechestnutpost
@nwjs_jobs
@empleosio
@michaelbindner
@botindustry
@bestremotejobs1
@jobspresso
@teaspiltgossip
@jwhiteheadwes

Top Tweeters in G6:
@overcoffeewine
@jmpalmieri
@skyepillsbury
@mohsindin
@debperelman
@westoriesstl
@19thnews
@westatpod
@mewesyria
@peninsulaequity

Top Tweeters in G7:
@marekamalili
@bajabiri
@wakusnooz
@kennedymmari
@scholadecaprado
@wemakako
@mabalamakengeza
@chapo255
@petersonchris_
@festongadaya

Top Tweeters in G8:
@thomassanchez
@mdbeebe
@afshop
@bbkeenan_ceo
@socialdriver
@wellsconllc
@power_of_a
@mtatman
@asaeresearch
@mckinleyadvisor

Top Tweeters in G9:
@whycherrywhy
@jkelovuori
@gregthr
@phil_w888
@jgitchell
@amelia_rh
@nidanews
@fdatobacco
@ojkershaw
@jonfell73

Top Tweeters in G10:
@vtpollster
@mlink01
@aapor
@jlholzberg
@rnishimura
@dansultanescu
@olson_km
@stephnie
@marketingsysgrp
@en_bp


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