westat, Twitter, 10/16/2020 7:54:33 AM, 238068


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westat_2020-10-15_20-42-09.xlsx
westat_2020-10-15_20-42-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
westat via NodeXL https://bit.ly/3nYHw3h
@westat
@jsurvstatmeth
@rfahrig
@mcccmd
@ropercenter
@compcenternet
@pavecampaign
@whycherrywhy
@jgitchell
@amstatnews

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

Description:
Description
The graph represents a network of 323 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, 16 October 2020 at 03:43 UTC.

The requested start date was Friday, 16 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 75-day, 20-hour, 8-minute period from Saturday, 01 August 2020 at 00:23 UTC to Thursday, 15 October 2020 at 20:32 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 : 323
Unique Edges : 374
Edges With Duplicates : 812
Total Edges : 1186
Number of Edge Types : 5
Mentions : 380
MentionsInRetweet : 423
Retweet : 203
Tweet : 161
Replies to : 19
Self-Loops : 162
Reciprocated Vertex Pair Ratio : 0.075187969924812
Reciprocated Edge Ratio : 0.13986013986014
Connected Components : 38
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 246
Maximum Edges in a Connected Component : 1033
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.805559
Graph Density : 0.00549968271061285
Modularity : 0.358926
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 323 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, 16 October 2020 at 03:43 UTC.

The requested start date was Friday, 16 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 75-day, 20-hour, 8-minute period from Saturday, 01 August 2020 at 00:23 UTC to Thursday, 15 October 2020 at 20:32 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://region5compcenter.org/
[4] https://us02web.zoom.us/webinar/register/WN_EnrZGZpmQFyb4F4VZJ_rsQ
[4] https://www.westat.com/sites/default/files/JSM-PresenterList-508.pdf
[3] https://www.westat.com/articles/conducting-national-surveys-age-covid-19

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://twitter.com/i/web/status/1316839361019875332

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:
[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://twitter.com/westat/status/1295446338012950535
[1] https://www.air.org/event/piaac-skills-map-implications-research-policy-and-practice

Top URLs in Tweet in G6:
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smz038/5610622
[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/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 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
[1] https://twitter.com/NatCompCenter/status/1308796594289029120
[1] https://compcenternetwork.org/national-center/

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

Top Domains in Tweet in G1:
[42] twitter.com
[38] 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
[14] twitter.com
[14] nationwidejobsearch.com
[4] bestremotejobs.co
[1] linkedin.com
[1] brassring.com
[1] frontend.la
[1] equalopportunity.work
[1] westat.com
[1] dailyremote.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:
[6] westat.com
[3] twitter.com
[2] attendesource.com
[1] amstat.org
[1] air.org

Top Domains in Tweet in G6:
[9] oup.com

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

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

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



Top Hashtags in Tweet in G1:
[27] jsm2020
[20] appamwestat
[17] covid19
[7] careers
[6] eval
[5] hiring
[5] impacteveryday
[4] datascience
[4] mentalhealth
[4] asae20

Top Hashtags in Tweet in G2:
[37] 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 G5:
[8] jsm2020
[3] piaac
[2] statistics
[1] wsds
[1] stats
[1] covid19
[1] coreclassof2021
[1] datatool
[1] adultskills

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

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

Top Hashtags in Tweet in G9:
[1] path

Top Hashtags in Tweet in G10:
[3] texasace
[2] bulldogs
[2] artistsontwitter
[2] artinschool
[2] afterschool
[1] communityfirst

Top Words
Top Words in Tweet in Entire Graph:
[417] westat
[72] join
[64] work
[63] data
[44] forum
[44] more
[44] #jsm2020
[42] home
[41] virtual
[37] support

Top Words in Tweet in G1:
[178] westat
[27] #jsm2020
[25] join
[25] support
[22] more
[21] health
[20] data
[20] #appamwestat
[20] forum
[19] check

Top Words in Tweet in G2:
[68] westat
[42] work
[38] home
[37] #jobs
[36] data
[32] phone
[32] collection
[30] #moms
[30] #wahm
[9] 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:
[24] 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:
[35] westat
[8] #jsm2020
[7] join
[6] experts
[6] gonzalo
[6] rivero
[6] kristin
[6] chen
[6] jmmulrow
[5] reproducibility

Top Words in Tweet in G6:
[11] westat
[9] advance
[9] article
[6] paper
[6] roger
[6] tourangeau
[6] jsurvstatmeth
[5] errors
[5] cumulate
[5] two

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:
[14] westat
[12] compcenternet
[10] gt
[6] ct
[6] scenario
[5] natcompcenter
[5] join
[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:
[8] westat
[7] thanks
[6] ilara_ci
[5] ace
[4] excellent
[4] training
[4] valuable
[4] information
[4] appreciate
[3] texas

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

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

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:
[6] westat,gonzalo
[6] gonzalo,rivero
[6] rivero,kristin
[6] kristin,chen
[4] check,brief
[4] brief,best
[4] best,coding
[4] coding,practices
[4] practices,ensure
[4] ensure,reproducibility

Top Word Pairs in Tweet in G6:
[9] advance,article
[6] roger,tourangeau
[5] errors,cumulate
[5] cumulate,two
[5] two,examples
[5] hanyu,sun
[4] examples,roger
[4] article,hanyu
[4] sun,frederick
[4] frederick,conrad

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] #dyk,natcompcenter
[3] natcompcenter,operated
[3] westat,20
[3] 20,centers

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:
[7] thanks,westat
[4] westat,excellent
[4] excellent,training
[4] training,valuable
[4] valuable,information
[4] information,appreciate
[3] texas,ace
[3] ace,planning
[3] planning,calendars
[3] calendars,thanks

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
@opre_acf
@naomigoldstein1
@pittpubhealth
@urbaninstitute
@ndvh

Top Mentioned in G5:
@westat
@jmmulrow
@ednces
@usedgov
@airinforms
@womeninstat
@amstatnews
@westatscott
@appam_dc
@leadermontmd

Top Mentioned in G6:
@westat
@jsurvstatmeth
@olson_km
@unlsoc
@umisr
@jpsmumd
@brad1723
@stanford
@rti_intl
@fgconrad

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
@edunomicslab

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

Top Mentioned in G10:
@ilara_ci
@bartlett_isd
@pwatroundrock
@rfahrig
@tx_post
@21stccle
@westat

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

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

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

Top Tweeters in G3:
@bexxmodd
@code_convention
@fabriciosx
@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:
@rahul_rpandya
@usedgov
@airinforms
@education_air
@uofl
@ednces
@uatshadygrove
@clairemkbowen
@womeninstat
@leadermontmd

Top Tweeters in G6:
@dcarsoncpa_ma
@barterisevil
@stanford
@lafcol
@umisr
@rti_intl
@bradytwest
@olson_km
@fraukolos
@unlsoc

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

Top Tweeters in G8:
@knowledgeall
@bellwethered
@gtlcenter
@reg17cc
@mschanny1
@edunomicslab
@compcenternet
@region9cc
@region1cc
@region6cc

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

Top Tweeters in G10:
@mrodri_hdhes
@ilara_ci
@aacowboyselp
@tx_post
@texasacee
@hestexasace
@21stccle
@rfahrig
@bartlett_isd
@pwatroundrock