westat, Twitter, 10/23/2020 3:46:39 AM, 238509


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westat_2020-10-22_20-42-09.xlsx
westat_2020-10-22_20-42-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 23, 2020
Short Description:
westat via NodeXL https://bit.ly/31yWRhs
@westat
@jsurvstatmeth
@rfahrig
@mcccmd
@ropercenter
@compcenternet
@pavecampaign
@jgitchell
@whycherrywhy
@chanyasulkit

Top hashtags:
#jsm2020
#jobs
#moms
#wahm
#appamwestat
#covid19
#eval
#hiring
#statistics
#datascience

Description:
Description
The graph represents a network of 355 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 October 2020 at 03:43 UTC.

The requested start date was Friday, 23 October 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 82-day, 21-hour, 40-minute period from Saturday, 01 August 2020 at 00:23 UTC to Thursday, 22 October 2020 at 22:04 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 : 355
Unique Edges : 407
Edges With Duplicates : 881
Total Edges : 1288
Number of Edge Types : 5
Tweet : 171
Mentions : 410
MentionsInRetweet : 461
Retweet : 226
Replies to : 20
Self-Loops : 172
Reciprocated Vertex Pair Ratio : 0.08
Reciprocated Edge Ratio : 0.148148148148148
Connected Components : 40
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 275
Maximum Edges in a Connected Component : 1131
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.844295
Graph Density : 0.0049415134877059
Modularity : 0.356513
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 355 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 October 2020 at 03:43 UTC.

The requested start date was Friday, 23 October 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 82-day, 21-hour, 40-minute period from Saturday, 01 August 2020 at 00:23 UTC to Thursday, 22 October 2020 at 22:04 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:
[30] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[8] https://www.westat.com/articles/how-are-americans-coping-financially-covid-19
[7] https://careers.kellyservices.com/
[7] https://www.flexjobs.com/404
[6] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[6] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[5] https://www.executivegov.com/2020/10/westat-develops-interactive-skills-map-to-analyze-adult-proficiency-levels-tom-krenzke-quoted/
[5] https://region5compcenter.org/
[4] 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:
[8] https://www.westat.com/articles/how-are-americans-coping-financially-covid-19
[5] https://region5compcenter.org/
[4] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[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://us02web.zoom.us/webinar/register/WN_EnrZGZpmQFyb4F4VZJ_rsQ
[2] https://www.westat.com/careers
[2] https://www.westat.com/articles/childrens-mental-health-during-covid-19
[2] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[1] https://www.nsc.org/road-safety/get-involved/distracted-driving-awareness-month

Top URLs in Tweet in G2:
[30] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/
[1] https://www.linkedin.com/jobs/view/1959051287/
[1] https://sjobs.brassring.com/TGWEbHost/jobdetails.aspx?partnerid=82&siteid=5197&Areq=16214BR
[1] https://twitter.com/i/web/status/1295781595706724353
[1] https://jobs.frontend.la/i/brandon-sd/naep-2021/1/011f36b0292e9972
[1] https://twitter.com/westat/status/1296143592520658944
[1] https://twitter.com/i/web/status/1296472440730783747
[1] https://equalopportunity.work/job/westat-telephone-data-collector-1597247967000
[1] https://twitter.com/i/web/status/1293754461761032192

Top URLs in Tweet in G3:
[2] https://2020wsdsconference.pathable.co/sponsors
[1] https://twitter.com/i/web/status/1311746453404966912

Top URLs in Tweet in G4:
[4] https://www.appam.org/conference-events/institutional-forum-westat-2020/
[1] https://twitter.com/i/web/status/1295782667171045383
[1] https://www.acf.hhs.gov/opre/resource/theoretical-framework-and-performance-measures-for-the-national-domestic-violence-hotline
[1] https://us02web.zoom.us/webinar/register/WN_EnrZGZpmQFyb4F4VZJ_rsQ
[1] https://twitter.com/i/web/status/1304520097151754240
[1] https://twitter.com/i/web/status/1316821825557585922

Top URLs in Tweet in G5:
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smz028/5601680
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa010/5867615
[1] https://academic.oup.com/jssam/article/8/3/413/5537968
[1] https://academic.oup.com/jssam/article-abstract/8/3/442/5528540?redirectedFrom=fulltext
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa018/5902601
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smz034/5580433
[1] https://academic.oup.com/jssam/article/8/3/433/5540703
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smz057/5831107
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smz043/5728728
[1] https://academic.oup.com/jssam/article/8/3/589/5513383

Top URLs in Tweet in G6:
[3] https://www.executivegov.com/2020/10/westat-develops-interactive-skills-map-to-analyze-adult-proficiency-levels-tom-krenzke-quoted/
[2] https://attendesource.com/profile/web/index.cfm?PKwebID=0x500855154
[2] https://www.westat.com/articles/westat-data-scientists-detail-best-coding-practices
[2] https://www.westat.com/articles/conducting-national-surveys-age-covid-19
[1] https://twitter.com/westat/status/1310674821072728065
[1] https://ww2.amstat.org/meetings/jsm/2020/onlineprogram/ActivityDetails.cfm?SessionID=219353
[1] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[1] https://demo-graphics.westat.com/video/Statistical_Careers/
[1] https://twitter.com/i/web/status/1306955694898401286
[1] https://www.westat.com/capability/statistical-sciences

Top URLs in Tweet in G7:
[2] https://wapor.org/resources/wapor-webinars/

Top URLs in Tweet in G8:
[3] https://westat.zoomgov.com/meeting/register/vJItcuiuqzIsG7yCVqmBcqY_TXGOgGIIie8
[3] https://westat.zoomgov.com/meeting/register/vJIsf-Grqz0oHKl1-S0hsHY_XBApboluUp4
[2] https://compcenternetwork.org/sites/default/files/STAT_Budgeting
[2] Tool.pdf
[1] https://www.executivegov.com/2020/10/westat-develops-interactive-skills-map-to-analyze-adult-proficiency-levels-tom-krenzke-quoted/
[1] https://twitter.com/NatCompCenter/status/1308796594289029120
[1] https://compcenternetwork.org/national-center/

Top URLs in Tweet in G10:
[1] https://www.montgomerycollege.edu/events/10-year-anniversary-project/index.html?utm_source=facebook&utm_medium=image&utm_campaign=mctvsocial&utm_content=pollard-10-anniversary-mcwebpage
[1] https://www.mymcmedia.org/montgomery-college-foundation-receives-500000-to-address-achievement-gap-of-african-american-men-in-society/
[1] http://mcnews.montgomerycollege.edu/2020/10/montgomery-college-foundation-receives-500000-gift-from-westat-to-support-the-presidential-scholars-program/

Top Domains
Top Domains in Tweet in Entire Graph:
[86] twitter.com
[52] westat.com
[32] workathomemomrevolution.com
[14] nationwidejobsearch.com
[11] oup.com
[9] amstat.org
[7] kellyservices.com
[7] flexjobs.com
[6] youtube.com
[6] zoomgov.com

Top Domains in Tweet in G1:
[44] twitter.com
[43] westat.com
[8] amstat.org
[5] youtube.com
[5] region5compcenter.org
[4] attendesource.com
[4] brassring.com
[3] zoom.us
[2] appam.org
[2] cdc.gov

Top Domains in Tweet in G2:
[32] workathomemomrevolution.com
[15] twitter.com
[14] nationwidejobsearch.com
[4] bestremotejobs.co
[2] acrpnet.org
[1] linkedin.com
[1] brassring.com
[1] frontend.la
[1] equalopportunity.work
[1] westat.com

Top Domains in Tweet in G3:
[2] pathable.co
[1] twitter.com

Top Domains in Tweet in G4:
[4] appam.org
[3] twitter.com
[1] hhs.gov
[1] zoom.us

Top Domains in Tweet in G5:
[11] oup.com

Top Domains in Tweet in G6:
[7] westat.com
[4] twitter.com
[3] executivegov.com
[2] attendesource.com
[1] amstat.org
[1] air.org

Top Domains in Tweet in G7:
[2] wapor.org

Top Domains in Tweet in G8:
[6] zoomgov.com
[3] compcenternetwork.org
[1] executivegov.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] montgomerycollege.edu
[1] mymcmedia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] jsm2020
[38] jobs
[30] moms
[30] wahm
[27] appamwestat
[19] covid19
[13] eval
[11] hiring
[9] statistics
[9] datascience



Top Hashtags in Tweet in G1:
[27] jsm2020
[20] appamwestat
[16] covid19
[7] careers
[6] eval
[5] hiring
[5] impacteveryday
[4] datascience
[4] statistics
[4] mentalhealth

Top Hashtags in Tweet in G2:
[38] jobs
[30] moms
[30] wahm
[6] remote
[5] remotejobs
[5] digitalnomad
[5] workathome
[5] remotework
[4] hiring
[4] remoteworking

Top Hashtags in Tweet in G3:
[9] jsm2020
[5] datascience
[3] wsds2020
[3] statistics
[3] everyonecounts
[2] stats

Top Hashtags in Tweet in G4:
[7] appamwestat
[1] domesticviolence

Top Hashtags in Tweet in G6:
[8] jsm2020
[4] piaac
[2] statistics
[1] wsds
[1] stats
[1] worldstatisticsday
[1] covid19
[1] proficiency
[1] coreclassof2021
[1] datatool

Top Hashtags in Tweet in G7:
[5] webinar
[1] levberlinsousa

Top Hashtags in Tweet in G8:
[3] dyk
[2] returntoschool
[2] edchat
[1] eval
[1] schools
[1] edutwitter
[1] education

Top Hashtags in Tweet in G9:
[1] path

Top Hashtags in Tweet in G10:
[5] montgomerycollege
[1] congratspollard
[1] mcproud
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[467] westat
[74] join
[66] data
[65] work
[47] virtual
[45] more
[44] forum
[44] support
[44] #jsm2020
[43] home

Top Words in Tweet in G1:
[197] westat
[28] support
[27] #jsm2020
[25] join
[22] more
[22] health
[21] data
[20] study
[20] #appamwestat
[20] forum

Top Words in Tweet in G2:
[69] westat
[42] work
[38] #jobs
[38] home
[36] data
[32] phone
[32] collection
[30] #moms
[30] #wahm
[10] hiring

Top Words in Tweet in G3:
[12] sponsors
[9] thank
[9] #jsm2020
[9] gold
[9] abbvie
[9] berryconsultants
[9] merck
[9] novartis
[9] stata
[9] takedapharma

Top Words in Tweet in G4:
[26] westat
[23] forum
[19] appam_dc
[15] more
[14] join
[13] member
[12] abt
[12] lrpeck
[12] karen
[12] gardiner

Top Words in Tweet in G5:
[13] advance
[13] article
[13] westat
[8] jsurvstatmeth
[7] roger
[7] tourangeau
[6] paper
[6] hanyu
[6] sun
[5] ting

Top Words in Tweet in G6:
[41] westat
[8] #jsm2020
[8] join
[8] skills
[8] map
[7] tom
[7] jmmulrow
[6] experts
[6] gonzalo
[6] rivero

Top Words in Tweet in G7:
[6] wapor
[5] #webinar
[5] advances
[5] comparative
[5] survey
[5] methods
[4] norcnews
[4] anna
[3] westat
[3] still

Top Words in Tweet in G8:
[16] westat
[13] compcenternet
[10] gt
[6] scenario
[6] ct
[5] join
[5] natcompcenter
[5] 30pm
[5] session
[4] still

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:
[15] westat
[14] montgomerycoll
[8] presidential
[6] president
[6] drpollard_mc
[5] foundation
[5] 500
[5] 000
[5] gift
[5] support

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[33] work,home
[33] home,westat
[33] data,collection
[32] westat,phone
[32] phone,data
[30] collection,#jobs
[30] #jobs,#moms
[30] #moms,#wahm
[24] westat,westat
[20] member,forum

Top Word Pairs in Tweet in G1:
[17] westat,westat
[10] westat,proud
[8] westat,excited
[8] join,westat
[8] operated,westat
[7] re,hiring
[7] institutional,member
[7] member,forum
[6] weâ,re
[6] survey,data

Top Word Pairs in Tweet in G2:
[32] work,home
[32] home,westat
[32] westat,phone
[32] phone,data
[32] data,collection
[30] collection,#jobs
[30] #jobs,#moms
[30] #moms,#wahm
[6] work,westat
[6] westat,hiring

Top Word Pairs in Tweet in G3:
[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] thank,#jsm2020
[6] berryconsultants,ibm

Top Word Pairs in Tweet in G4:
[13] member,forum
[12] join,abt
[12] lrpeck,karen
[12] karen,gardiner
[12] more,effective
[10] abt,experts
[10] experts,lrpeck
[8] today,kick
[8] kick,appam_dc
[8] appam_dc,member

Top Word Pairs in Tweet in G5:
[13] advance,article
[7] roger,tourangeau
[6] jsurvstatmeth,advance
[6] hanyu,sun
[5] ting,yan
[5] errors,cumulate
[5] cumulate,two
[5] two,examples
[4] examples,roger
[4] article,hanyu

Top Word Pairs in Tweet in G6:
[8] skills,map
[6] westat,gonzalo
[6] gonzalo,rivero
[6] rivero,kristin
[6] kristin,chen
[5] piaac,skills
[5] tom,krenzke
[4] check,brief
[4] brief,best
[4] best,coding

Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[5] gt,gt
[4] still,time
[4] time,register
[4] register,today's
[4] operated,westat
[4] 30pm,ct
[3] implementing,scenario
[3] scenario,plans
[3] plans,supports
[3] supports,districts

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:
[5] montgomerycoll,foundation
[5] 500,000
[5] 000,gift
[5] gift,westat
[5] westat,support
[5] support,presidential
[5] join,live
[5] live,#montgomerycollege
[5] #montgomerycollege,president
[5] president,drpollard_mc

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@westat
@appam_dc
@amstatnews
@compcenternet
@jmmulrow
@montgomerycoll
@asaeresearch
@lrpeck
@abbvie

Top Mentioned in G1:
@westat
@appam_dc
@asaeresearch
@amstatnews
@jmmulrow
@region5cc
@mckinleyadvisor
@cdcgov
@bbkeenan_ceo
@socialdriver

Top Mentioned in G2:
@wahmrevolution

Top Mentioned in G3:
@abbvie
@merck
@novartis
@stata
@takedapharma
@westat
@amstatnews
@twosigma
@ibm

Top Mentioned in G4:
@westat
@appam_dc
@lrpeck
@abtassociates
@pittpubhealth
@opre_acf
@naomigoldstein1
@urbaninstitute
@jessgrifburke
@ndvh

Top Mentioned in G5:
@westat
@jsurvstatmeth
@olson_km
@unlsoc
@umisr
@jpsmumd
@poleconreforms
@gesis_org
@rti_intl
@fgconrad

Top Mentioned in G6:
@westat
@jmmulrow
@ednces
@executivegov
@usedgov
@airinforms
@womeninstat
@amstatnews
@westatscott
@appam_dc

Top Mentioned in G7:
@wapor
@norcnews
@westat
@ohiostate
@uofmaryland
@wvs_survey
@langerresearch
@ssrs_research
@gqrresearch
@amstatnews

Top Mentioned in G8:
@compcenternet
@westat
@bellwethered
@natcompcenter
@region5cc
@knowledgeall
@co
@edunomicslab

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

Top Mentioned in G10:
@montgomerycoll
@westat
@drpollard_mc
@mc_marcuspr
@mymcmedia
@profhernandez2
@westatscott
@stanfordmed

Top Tweeters
Top Tweeters in Entire Graph:
@barvak
@theartofstunt
@bexxmodd
@bitchimmikeb
@duhitzmiaaaa
@wahmrevolution
@dcarsoncpa_ma
@fabriciosx
@code_convention
@frontendla

Top Tweeters in G1:
@betterjobsearch
@thomasclone_us
@botnowa
@recruitments360
@who
@bradleysaull
@cdcgov
@jettieeddleman
@pjl813
@manavdas

Top Tweeters in G2:
@wahmrevolution
@frontendla
@nwjs_jobs
@jinfo4us
@empleosio
@watercoolerriot
@sanantonetxjobs
@chitch94
@fundrais123
@bestremotejobs1

Top Tweeters in G3:
@bexxmodd
@fabriciosx
@code_convention
@datasciencebot_
@sassoftware
@orderofthedimen
@statstas
@ibm
@novartis
@amstatnews

Top Tweeters in G4:
@mdrc_news
@mattr_rodriguez
@urbaninstitute
@abtassociates
@appam_dc
@miguelpulido
@ndvh
@mlink01
@opre_acf
@chrisweiss_175

Top Tweeters in G5:
@dcarsoncpa_ma
@barterisevil
@stanford
@lafcol
@umisr
@rti_intl
@bradytwest
@gesis_org
@olson_km
@fraukolos

Top Tweeters in G6:
@rahul_rpandya
@executivegov
@usedgov
@airinforms
@education_air
@uofl
@ednces
@uatshadygrove
@clairemkbowen
@womeninstat

Top Tweeters in G7:
@ohiostate
@uofmaryland
@ropercenter
@ssrs_research
@edisonresearch
@norcnews
@gqrresearch
@clairedurand
@danielcapis
@langerresearch

Top Tweeters in G8:
@knowledgeall
@results4america
@bellwethered
@gtlcenter
@reg17cc
@mschanny1
@co
@edunomicslab
@compcenternet
@region9cc

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

Top Tweeters in G10:
@mymcmedia
@suprmomcatcathy
@montgomerycoll
@gabrielacevero
@scmadden
@drpollard_mc
@mc_marcuspr
@routeedu
@profhernandez2
@joycema07599923


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