westat, Twitter, 11/23/2020 9:37:14 PM, 242100


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westat_2020-11-20_20-44-49.xlsx
westat_2020-11-20_20-44-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2020
Short Description:
westat via NodeXL https://bit.ly/2HtHuzP
@westat
@jsurvstatmeth
@vtlabor
@ropercenter
@rfahrig
@pavecampaign
@ingramwhite
@metisassociates
@lisabdixon
@dr_v_lucy

Top hashtags:
#apha2020
#covid19
#2020appam
#eval
#jobs
#survey
#hiring
#moms
#wahm
#publichealth

Description:
Description
The graph represents a network of 345 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 Saturday, 21 November 2020 at 04:46 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 79-day, 7-hour, 8-minute period from Tuesday, 01 September 2020 at 16:27 UTC to Thursday, 19 November 2020 at 23:36 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 : 345
Unique Edges : 370
Edges With Duplicates : 719
Total Edges : 1089
Number of Edge Types : 5
Mentions : 381
Replies to : 22
Retweet : 194
MentionsInRetweet : 350
Tweet : 142
Self-Loops : 143
Reciprocated Vertex Pair Ratio : 0.073558648111332
Reciprocated Edge Ratio : 0.137037037037037
Connected Components : 40
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 274
Maximum Edges in a Connected Component : 992
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.825414
Graph Density : 0.00455005055611729
Modularity : 0.358164
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 345 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 Saturday, 21 November 2020 at 04:46 UTC.

The requested start date was Friday, 20 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 79-day, 7-hour, 8-minute period from Tuesday, 01 September 2020 at 16:27 UTC to Thursday, 19 November 2020 at 23:36 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:
[8] https://www.westat.com/articles/how-are-americans-coping-financially-covid-19
[8] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://www.executivegov.com/2020/10/westat-develops-interactive-skills-map-to-analyze-adult-proficiency-levels-tom-krenzke-quoted/
[4] https://region5compcenter.org/
[4] https://www.westat.com/sites/default/files/APHA-PresentationList_0.pdf
[4] https://www.westat.com/articles/conducting-national-surveys-age-covid-19
[3] https://www.westat.com/sites/default/files/APPAM-PresentationList2020_0.pdf
[3] https://westat.zoomgov.com/meeting/register/vJItcuiuqzIsG7yCVqmBcqY_TXGOgGIIie8
[3] https://apha.confex.com/apha/2020/meetingapp.cgi/ModuleMeetingInfo/PhotoBooth
[3] https://www.westat.com/articles/westat-data-scientists-detail-best-coding-practices

Top URLs in Tweet in G1:
[8] https://www.westat.com/articles/how-are-americans-coping-financially-covid-19
[4] https://www.westat.com/sites/default/files/APHA-PresentationList_0.pdf
[4] https://region5compcenter.org/
[3] https://www.westat.com/sites/default/files/2020-AEA-PresenterList.pdf
[3] https://westat.zoomgov.com/meeting/register/vJItcuiuqzIsG7yCVqmBcqY_TXGOgGIIie8
[2] https://www.westat.com/articles/jenna-scott-providing-technical-assistance-help-grantees-improve-education
[2] https://www.westat.com/articles/conducting-national-surveys-age-covid-19
[2] https://apha.confex.com/apha/2020/meetingapp.cgi/Paper/483385
[2] https://indd.adobe.com/view/1f078cc6-92a5-4aee-92f2-e8c7d6fdb85f
[2] https://www.westat.com/careers

Top URLs in Tweet in G2:
[8] https://workathomemomrevolution.com/work-at-home-phone/work-at-home-westat-phone-jobs/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://twitter.com/westat/status/1301550566963924994
[1] https://dailyremote.com/remote-job/senior-cloud-solutions-architect-virtual-remote-79558
[1] https://twitter.com/angels4thechil/status/1117930812756975617?s=20
[1] https://twitter.com/i/web/status/1306142966084444162
[1] https://twitter.com/i/web/status/1306474678328782850
[1] https://twitter.com/i/web/status/1307140190775934976
[1] https://twitter.com/i/web/status/1304593951492513793
[1] https://twitter.com/i/web/status/1304593953086373889
[1] https://twitter.com/i/web/status/1305778421948055553

Top URLs in Tweet in G3:
[3] https://www.executivegov.com/2020/10/westat-develops-interactive-skills-map-to-analyze-adult-proficiency-levels-tom-krenzke-quoted/
[2] https://2020wsdsconference.pathable.co/sponsors
[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/1313494255340580866
[1] https://www.westat.com/careers
[1] https://www.linkedin.com/jobs/view/2167628978/?alertAction=markasviewed&savedSearchAuthToken=1%26AQGI_KAzlUWv8gAAAXUKCyUikwp1OW_IFczAMIVzwNRZngPOhp8wyXMj1FMTJufSZ4cT1ODyaELZd1btEI3ZoeESvZe3nfHTwwJV7LBEVvSejXeeXh2bCBJ4NrW1xBBh0eurfnAnd6xokmRKI5Kn0p7NCLM7t8sojuIoIVU9eY099gWIzh74WKt_VUcKEWWCoQsVu8dRNlaMX958JJw6c5fs8GrAC5UYC3_dv_4Fp8dXq83amnyiLV_2phOlJpWdaXFL1u-E6dqp50TqYK-PcNoFdPd1LvkcGMmFKOQOaW2p4I0KIFHb%26ATo6A4c05xqk6ttHqDxTs3UAyHnp&savedSearchId=573955244&refId=a06d614e-f1db-47d0-8d60-f365815af16c&midToken=AQENF0nDf9sANQ&midSig=2fy96P3bFktps1&trk=eml-email_job_alert_single_02-job_alert-6-member_details_mercado&trkEmail=eml-email_job_alert_single_02-job_alert-6-member_details_mercado-null-sw7o%7Ekg1bc28f%7E8v-null-jobs%7Eview
[1] https://twitter.com/i/web/status/1311746453404966912
[1] https://twitter.com/westat/status/1310674821072728065
[1] https://twitter.com/i/web/status/1306955694898401286

Top URLs in Tweet in G4:
[2] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smz043/5728728
[2] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa010/5867615
[2] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa018/5902601
[2] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa021/5934005
[2] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smz057/5831107
[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/article/8/5/903/5580433
[1] https://academic.oup.com/jssam/article/8/3/433/5540703
[1] https://academic.oup.com/jssam/article/8/3/589/5513383

Top URLs in Tweet in G5:
[2] https://wapor.org/resources/wapor-webinars/

Top URLs in Tweet in G6:
[2] https://apha.confex.com/apha/2020/meetingapp.cgi/ModuleMeetingInfo/PhotoBooth
[1] https://twitter.com/westat/status/1320080116064636928
[1] https://twitter.com/i/web/status/1319267315712729088
[1] https://twitter.com/APHAAnnualMtg/status/1319267315712729088

Top URLs in Tweet in G7:
[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/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 G8:
[1] https://twitter.com/abtassociates/status/1321874534505525255
[1] https://twitter.com/i/web/status/1321439322436968448

Top URLs in Tweet in G9:
[1] https://labor.vermont.gov/event/virtual-job-fairs

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] https://mcnews.montgomerycollege.edu/2020/10/montgomery-college-foundation-receives-10-year-commitment-from-westat-to-support-the-presidential-scholars-program/

Top Domains
Top Domains in Tweet in Entire Graph:
[99] twitter.com
[69] westat.com
[20] confex.com
[18] oup.com
[8] workathomemomrevolution.com
[7] google.com
[5] executivegov.com
[5] pavecampaign.org
[4] region5compcenter.org
[4] zoomgov.com

Top Domains in Tweet in G1:
[60] westat.com
[51] twitter.com
[18] confex.com
[5] google.com
[4] region5compcenter.org
[4] zoomgov.com
[2] brassring.com
[2] adobe.com
[2] compcenternetwork.org
[2] cdc.gov

Top Domains in Tweet in G2:
[15] twitter.com
[8] workathomemomrevolution.com
[2] e-physician.info
[2] acrpnet.org
[2] westat.com
[1] dailyremote.com
[1] waterfront-properties.com
[1] linkedin.com
[1] pitchero.com
[1] prek4sa.com

Top Domains in Tweet in G3:
[6] twitter.com
[6] westat.com
[3] executivegov.com
[2] pathable.co
[1] linkedin.com

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

Top Domains in Tweet in G5:
[2] wapor.org

Top Domains in Tweet in G6:
[3] twitter.com
[2] confex.com

Top Domains in Tweet in G7:
[5] twitter.com
[2] compcenternetwork.org
[1] executivegov.com
[1] bigmarker.com

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

Top Domains in Tweet in G9:
[1] vermont.gov

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[40] apha2020
[32] covid19
[19] 2020appam
[15] eval
[12] jobs
[10] survey
[8] hiring
[8] moms
[8] wahm
[7] publichealth



Top Hashtags in Tweet in G1:
[30] apha2020
[29] covid19
[18] 2020appam
[7] publichealth
[6] eval
[6] survey
[5] hiring
[5] mentalhealth
[5] opioids
[5] eval20

Top Hashtags in Tweet in G2:
[12] jobs
[8] moms
[8] wahm
[2] hiring
[2] agesky
[2] riverbluffky
[2] moorlandky
[2] briarwoodky
[2] norbourneestatesky
[2] emlynky

Top Hashtags in Tweet in G3:
[4] survey
[3] stats
[3] datascience
[3] wsds2020
[2] worldstatisticsday
[2] wsds
[1] hohmilspouse
[1] eval
[1] clinicaltrials
[1] clinicalresearch

Top Hashtags in Tweet in G5:
[5] webinar
[1] levberlinsousa

Top Hashtags in Tweet in G6:
[10] apha2020
[3] aphaplay
[1] speakforhealth
[1] generationpublichealth

Top Hashtags in Tweet in G7:
[7] eval
[4] juvenilejustice
[3] juvenilejus

Top Hashtags in Tweet in G9:
[6] hiring2dayvt

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

Top Words
Top Words in Tweet in Entire Graph:
[444] westat
[61] join
[57] virtual
[46] work
[41] data
[40] #apha2020
[38] conference
[38] thank
[32] findings
[32] support

Top Words in Tweet in G1:
[206] westat
[31] conference
[30] #apha2020
[29] #covid19
[27] join
[24] work
[24] virtual
[21] during
[20] excited
[20] learn

Top Words in Tweet in G2:
[32] westat
[12] #jobs
[9] home
[9] data
[8] work
[8] phone
[8] collection
[8] #moms
[8] #wahm
[5] seeking

Top Words in Tweet in G3:
[62] westat
[9] check
[8] jmmulrow
[7] gonzalo
[7] rivero
[7] kristin
[7] chen
[6] join
[6] support
[6] make

Top Words in Tweet in G4:
[22] westat
[16] advance
[16] article
[10] jsurvstatmeth
[10] roger
[10] tourangeau
[9] hanyu
[9] sun
[6] frederick
[6] conrad

Top Words in Tweet in G5:
[6] wapor
[5] norcnews
[5] #webinar
[5] advances
[5] comparative
[5] survey
[5] methods
[4] westat
[4] anna
[3] still

Top Words in Tweet in G6:
[15] photo
[10] #apha2020
[9] thank
[9] westat
[9] aphaannualmtg
[9] take
[6] virtual
[6] booth
[6] check
[6] add

Top Words in Tweet in G7:
[28] westat
[16] findings
[15] join
[14] implementation
[14] nij
[11] kentucky
[9] webinar
[9] juvenile
[9] justice
[9] system

Top Words in Tweet in G8:
[3] abtassociates
[3] westat
[2] great
[2] research
[2] asst
[2] someone
[2] ryancbriggs
[2] mathematicanow
[2] mdrc_news
[2] education_air

Top Words in Tweet in G9:
[12] local
[6] join
[6] tomorrow
[6] 11am
[6] next
[6] #hiring2dayvt
[6] virtual
[6] job
[6] fair
[6] featuring

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:
[24] westat,westat
[20] join,westat
[17] advance,article
[15] make,sure
[14] westat,excited
[13] westat,proud
[12] don,miss
[12] thank,westat
[12] data,collection
[12] virtual,panel

Top Word Pairs in Tweet in G1:
[12] join,westat
[12] westat,westat
[11] make,sure
[11] attention,recent
[11] recent,college
[11] college,grads
[11] grads,know
[11] know,statistics
[11] statistics,great
[11] great,ra

Top Word Pairs in Tweet in G2:
[8] work,home
[8] home,westat
[8] westat,phone
[8] phone,data
[8] data,collection
[8] collection,#jobs
[8] #jobs,#moms
[8] #moms,#wahm
[4] westat,employees
[4] employees,gave

Top Word Pairs in Tweet in G3:
[8] westat,westat
[7] westat,gonzalo
[7] gonzalo,rivero
[7] rivero,kristin
[7] kristin,chen
[5] check,brief
[5] brief,best
[5] best,coding
[5] coding,practices
[5] practices,ensure

Top Word Pairs in Tweet in G4:
[16] advance,article
[10] roger,tourangeau
[9] hanyu,sun
[7] jsurvstatmeth,advance
[6] sun,frederick
[6] frederick,conrad
[6] conrad,frauke
[6] frauke,kreuter
[6] kreuter,relationship
[6] relationship,between

Top Word Pairs in Tweet in G5:
[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 G6:
[9] take,photo
[8] thank,westat
[6] #apha2020,virtual
[6] virtual,photo
[6] photo,booth
[6] booth,check
[6] check,take
[6] photo,add
[6] add,message
[4] westat,sponsoring

Top Word Pairs in Tweet in G7:
[9] juvenile,justice
[8] changes,juvenile
[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 G8:
[2] research,asst
[2] abtassociates,mdrc_news
[2] mdrc_news,westat
[2] westat,education_air

Top Word Pairs in Tweet in G9:
[6] join,tomorrow
[6] tomorrow,11am
[6] 11am,next
[6] next,#hiring2dayvt
[6] #hiring2dayvt,virtual
[6] virtual,job
[6] job,fair
[6] fair,featuring
[6] featuring,local
[6] local,jobs

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
@montgomerycoll
@amstatnews
@jsurvstatmeth
@jmmulrow
@stats_tipton
@compcenternet
@aphaannualmtg
@westatscott
@tlsavage2

Top Mentioned in G1:
@westat
@stats_tipton
@compcenternet
@westatscott
@appam_dc
@amstatnews
@tlsavage2
@natcompcenter
@pittpubhealth
@stanfordmed

Top Mentioned in G3:
@westat
@jmmulrow
@amstatnews
@womeninstat
@berryconsultant
@deshawgroup
@nsagov
@sassoftware
@executivegov
@abilitymag

Top Mentioned in G4:
@westat
@jsurvstatmeth
@umisr
@jpsmumd
@olson_km
@unlsoc
@fgconrad
@fraukolos
@mzesunimannheim
@rti_intl

Top Mentioned in G5:
@wapor
@norcnews
@westat
@langerresearch
@ssrs_research
@gqrresearch
@amstatnews
@edisonresearch
@reconmr
@ohiostate

Top Mentioned in G6:
@westat
@aphaannualmtg
@aphastudents
@aphamch
@aphasrh
@chppd_apha
@publichealth
@chanyasulkit

Top Mentioned in G7:
@westat
@appainfo
@djjky
@kentuckycourts
@ojpnij
@sarahjvidal
@knowledgeall
@compcenternet
@justicefotxkids
@co

Top Mentioned in G8:
@westat
@abtassociates
@mathematicanow
@mdrc_news
@education_air
@pennstate
@claremonteval
@sdonaldson_cgu
@ryancbriggs

Top Mentioned in G9:
@vtlabor
@foodscien
@foodsciencecorp
@ridegmt
@hrblock
@usarmy
@westat

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

Top Tweeters
Top Tweeters in Entire Graph:
@bexxmodd
@wahmrevolution
@dcarsoncpa_ma
@fabriciosx
@betterjobsearch
@thomasclone_us
@botnowa
@publichealthmap
@jinfo4us
@pewresearch

Top Tweeters in G1:
@thomasclone_us
@botnowa
@publichealthmap
@recruitments360
@jtcarden
@who
@bradleysaull
@pjl813
@msvandeborne
@hhsgov

Top Tweeters in G2:
@wahmrevolution
@jinfo4us
@dreamgbutterfly
@empleosio
@lifted_truth
@watercoolerriot
@bestremotejobs1
@sanantonetxjobs
@fundrais123
@chitch94

Top Tweeters in G3:
@bexxmodd
@fabriciosx
@betterjobsearch
@rahul_rpandya
@sassoftware
@executivegov
@sourcerkelly
@nhtsagov
@amstatnews
@uofl

Top Tweeters in G4:
@dcarsoncpa_ma
@barterisevil
@stanford
@lafcol
@umisr
@rti_intl
@gerrynicolaas
@bradytwest
@gesis_org
@icap_columbiau

Top Tweeters in G5:
@pewresearch
@ohiostate
@uofmaryland
@ropercenter
@ssrs_research
@edisonresearch
@norcnews
@gqrresearch
@clairedurand
@danielcapis

Top Tweeters in G6:
@grbusinaro
@publichealth
@aphaphn
@chanyasulkit
@aphaannualmtg
@aphastudents
@aphamch
@bryanobuckley
@chppd_apha
@mimicmaje

Top Tweeters in G7:
@knowledgeall
@justicefotxkids
@results4america
@ojpnij
@kentuckycourts
@appainfo
@co
@prof_cjsullivan
@forensiccoe
@djjky

Top Tweeters in G8:
@mdrc_news
@abtassociates
@education_air
@mathematicanow
@lizstuartdc
@ryancbriggs
@pennstate
@lrpeck
@anamustimes
@claremonteval

Top Tweeters in G9:
@usarmy
@hrblock
@ridegmt
@mktgmusicfoodie
@sba_vermont
@burlington_tech
@vtlabor
@sarahtullos
@foodsciencecorp
@foodscien

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