westat, Twitter, 8/14/2019 10:45:39 AM, 206743


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westat_2019-08-14_03-34-30.xlsx
westat_2019-08-14_03-34-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2019
Short Description:
westat via NodeXL http://bit.ly/2YLexXD
@westat
@interact_eu
@isma_org
@mackert
@healthcommsoc
@garyblauphd
@kidgritedu
@appam_dc
@cupcake_days
@texaspina

Top hashtags:
#appamwestat
#esra19
#jsm2019
#nchcmm
#arm19
#designthinking
#healthcomm
#westat
#jobs

Description:
Description
The graph represents a network of 270 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 Wednesday, 14 August 2019 at 10:34 UTC.

The requested start date was Wednesday, 14 August 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 73-day, 14-hour, 38-minute period from Saturday, 01 June 2019 at 02:22 UTC to Tuesday, 13 August 2019 at 17:01 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 : 270
Unique Edges : 432
Edges With Duplicates : 413
Total Edges : 845
Number of Edge Types : 3
Mentions : 682
Tweet : 133
Replies to : 30
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.0915032679738562
Reciprocated Edge Ratio : 0.167664670658683
Connected Components : 37
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 221
Maximum Edges in a Connected Component : 759
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.587593
Graph Density : 0.00689797604295746
Modularity : 0.404366
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://www.westat.com/sites/default/files/pdf/JSM_PresInsertScrolling.pdf
[6] http://www.appam.org/appam-institutional-member-forum---bringing-rigor-and-intentionality-to-mixed-methods-evaluations-of-social-programs/
[4] https://www.westat.com/articles/westat-2019-forbes-americas-best-employers-women
[4] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[4] https://www.westat.com/articles/americas-best-state-employers-2019-westat-inaugural-forbes-list
[3] https://www.westat.com/articles/westat-provides-lessons-leadership-social-support-and-ethics-successful-health
[3] https://www.westat.com/articles/jean-opsomer-receive-2019-carver-medal-institute-mathematical-statistics
[3] https://twitter.com/westat/status/1152275651115802625
[3] https://hsrmconference.com/call-for-papers
[2] https://www.ams.usda.gov/local-food-directories/farmersmarkets

Top URLs in Tweet in G1:
[8] https://www.westat.com/sites/default/files/pdf/JSM_PresInsertScrolling.pdf
[3] http://www.appam.org/appam-institutional-member-forum---bringing-rigor-and-intentionality-to-mixed-methods-evaluations-of-social-programs/
[3] https://hsrmconference.com/call-for-papers
[2] https://onlinelibrary.wiley.com/doi/abs/10.1002/pam.22154
[2] https://www.ams.usda.gov/local-food-directories/farmersmarkets
[2] https://www.bjs.gov/content/nsvsp.cfm
[2] https://victimresearch.org/podcast/tell-us-about-it-episode-14-releasing-the-national-survey-for-victim-service-providers-nsvsp/
[2] https://www.nutritionjobs.com/jobs/13434994-bilingual-dietary-interviewer-nationwide-travel-at-westat-recruiting
[1] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[1] https://www.westat.com/articles/exploring-ways-transform-health-care-westat-2019-academyhealth

Top URLs in Tweet in G2:
[3] https://www.westat.com/articles/americas-best-state-employers-2019-westat-inaugural-forbes-list
[2] https://www.westat.com/articles/westat-provides-lessons-leadership-social-support-and-ethics-successful-health
[2] https://www.westat.com/sites/default/files/pdf/JSM_PresInsertScrolling.pdf
[2] https://twitter.com/westat/status/1152275651115802625
[1] https://nphic.confex.com/nphic/nphic19/webprogram/Session1195.html
[1] https://moody.utexas.edu/centers/health-communication/health-communication-leadership-institute
[1] http://www.appam.org/appam-institutional-member-forum---bringing-rigor-and-intentionality-to-mixed-methods-evaluations-of-social-programs/
[1] https://www.westat.com/articles/westat-2019-forbes-americas-best-employers-women
[1] https://www.westat.com/articles/jean-opsomer-receive-2019-carver-medal-institute-mathematical-statistics
[1] https://isma.memberclicks.net/webinars#.XP2TZC2ZNQI

Top URLs in Tweet in G3:
[2] http://jobview.monster.com/Field-Interviewer-Job-Media-PA-US-209222392.aspx?twtslt=133111_0&th=MonsterJobs
[1] https://www.dreamhomebasedwork.com/westat-review/
[1] http://www.jobs.fortwayne.com/Job?data=BCnFH47OsJ%2bE5hWDoKT9nMat8AIi7Ncv%2bjm%2bbuFwLKD1iF5g7SIsYQ%3d%3d
[1] http://jobs.bangordailynews.com/Job?data=f6s64bVbs1TJExjBGbxMjAbi2j%2BeD3%2BjUEEShqt%2BkrUTmcfTQwEFwA%3D%3D
[1] https://bryancollegestationeagle.thejobnetwork.com/Job?data=BCnFH47OsJ8WD6sR1rthGlG1%2BDn/UcKXTC/NkdIxzun8LvpbLQ2BLg%3D%3D
[1] https://jobs.altoonamirror.com/Job?data=BCnFH47OsJ9rebMUuu9P8ksDQqZZshKUQHv0QuSuDgDCrAufTs%2fV0A%3d%3d
[1] http://www.candidatehunter.com/jobs/?q=Clinical+Research+Associate&l=Rockville+United+States&z=&tw=&k=
[1] https://job-openings.monster.com/field-interviewer/209222392?WT.mc_n=PP_MTC_TWT_M&jvs=tw,tc,ca2.1,0&cardid=cbf409f7-9bf5-4a01-83cd-a99fec16a931
[1] http://jobview.monster.com/Field-Interviewer-Job-Rockville-MD-US-208912481.aspx?twtslt=133045_0&th=MonsterJobs
[1] https://job-openings.monster.com/field-interviewer/208912481?WT.mc_n=PP_MTC_TWT_M&jvs=tw,tc,ca2.1,0&cardid=3df66766-67f2-4ceb-a710-f5aefd3f4e35

Top URLs in Tweet in G4:
[2] http://www.appam.org/appam-institutional-member-forum---bringing-rigor-and-intentionality-to-mixed-methods-evaluations-of-social-programs/
[2] http://www.appam.org/appamwestat-speaker-interview-virginia-knox/
[1] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[1] http://www.appam.org/appam-institutional-member-forum---bringing-rigor-and-intentionality-to-mixed-methods-evaluations-of-social-programs/#.XPa3KB4L_3c.twitter
[1] https://twitter.com/westat/status/1136372101244473345
[1] https://twitter.com/i/web/status/1155824214097764352
[1] https://twitter.com/i/web/status/1155795998301741058
[1] https://twitter.com/i/web/status/1155791952559972352
[1] https://twitter.com/i/web/status/1155792230046732288
[1] https://twitter.com/i/web/status/1155793863262580736

Top URLs in Tweet in G5:
[1] https://www.westat.com/articles/westat-2019-forbes-americas-best-employers-women
[1] https://twitter.com/i/web/status/1152015114033233921

Top URLs in Tweet in G6:
[1] http://www.evidenceonhomelessness.com/experts/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1151812642903855105
[1] https://twitter.com/i/web/status/1151826572611129344
[1] https://twitter.com/jburton123/status/1151776241869103104

Top URLs in Tweet in G8:
[1] https://appam.confex.com/appam/int19/webprogram/Paper30374.html
[1] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[1] https://www.westat.com/articles/westat-2019-forbes-americas-best-employers-women
[1] https://twitter.com/i/web/status/1152283869145640967
[1] https://twitter.com/i/web/status/1152284014423752704
[1] https://twitter.com/i/web/status/1152284856904273921
[1] https://drive.google.com/file/d/17ue_1OIFCJy91N-Po2DZl7pqNfgz6lkW/view?usp=sharing
[1] https://twitter.com/i/web/status/1155633083871301632
[1] https://www.westat.com/sites/default/files/pdf/JSM_PresInsertScrolling.pdf
[1] https://www.westat.com/articles/westat-washington-technologys-2019-top-100-government-contractors-list

Top URLs in Tweet in G9:
[1] https://twitter.com/westat/status/1151917794147098624
[1] https://panelpicker.sxsw.com/vote/96474

Top Domains
Top Domains in Tweet in Entire Graph:
[43] westat.com
[42] twitter.com
[39] swarmapp.com
[9] appam.org
[6] amstat.org
[6] monster.com
[4] umassmed.edu
[4] hsrmconference.com
[3] census.gov
[3] usda.gov

Top Domains in Tweet in G1:
[24] westat.com
[11] twitter.com
[5] amstat.org
[4] hsrmconference.com
[4] umassmed.edu
[3] appam.org
[3] usda.gov
[3] nhtsa.gov
[3] cdc.gov
[3] census.gov

Top Domains in Tweet in G2:
[10] westat.com
[7] twitter.com
[1] confex.com
[1] utexas.edu
[1] appam.org
[1] memberclicks.net

Top Domains in Tweet in G3:
[38] swarmapp.com
[6] monster.com
[6] twitter.com
[2] candidatehunter.com
[2] careerarc.com
[1] dreamhomebasedwork.com
[1] fortwayne.com
[1] bangordailynews.com
[1] thejobnetwork.com
[1] altoonamirror.com

Top Domains in Tweet in G4:
[6] twitter.com
[5] appam.org
[1] westat.com

Top Domains in Tweet in G5:
[1] westat.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] evidenceonhomelessness.com

Top Domains in Tweet in G7:
[3] twitter.com

Top Domains in Tweet in G8:
[6] westat.com
[4] twitter.com
[1] confex.com
[1] google.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] appamwestat
[24] esra19
[18] jsm2019
[17] nchcmm
[11] arm19
[8] designthinking
[7] healthcomm
[7] westat
[7] jobs
[6] appam19intl



Top Hashtags in Tweet in G1:
[32] appamwestat
[13] jsm2019
[11] esra19
[6] nchcmm
[6] met2019
[5] eval
[4] arm19
[4] nsvsp
[4] heatstrokekills
[3] hiv

Top Hashtags in Tweet in G2:
[11] nchcmm
[10] esra19
[6] healthcomm
[5] designthinking
[5] appamwestat
[3] jsm2019
[3] mixedmethods
[2] arm19
[2] programevaluation
[1] publichealth

Top Hashtags in Tweet in G3:
[6] westat
[5] jobs
[4] jobopening
[4] field_interviewer
[2] hiring
[1] careers
[1] workfromhome
[1] westatpicnic2019
[1] fort
[1] in

Top Hashtags in Tweet in G4:
[12] appamwestat
[3] appam19intl
[2] evaluation
[1] appamwest
[1] research

Top Hashtags in Tweet in G5:
[1] sxswedu

Top Hashtags in Tweet in G7:
[2] esra19

Top Hashtags in Tweet in G8:
[2] appamwestat
[2] esra2019
[2] jsm2019
[1] appam19intl
[1] esra19
[1] 2019top100wt

Top Hashtags in Tweet in G9:
[5] ohioteacherleaders
[3] sxswedu
[2] panelpicker

Top Hashtags in Tweet in G10:
[2] itswc2018
[1] automatedvehicles
[1] jamesjenness
[1] h2020

Top Words
Top Words in Tweet in Entire Graph:
[300] Words in Sentiment List#1: Positive
[84] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8756] Non-categorized Words
[9140] Total Words
[297] westat
[56] s
[51] #appamwestat
[50] rockville
[46] md

Top Words in Tweet in G1:
[79] westat
[40] s
[32] #appamwestat
[19] health
[19] methods
[17] today
[17] t
[17] survey
[16] appam_dc
[16] conference

Top Words in Tweet in G2:
[50] westat
[13] next
[13] webinar
[12] isma_org
[12] week
[12] design
[11] #nchcmm
[10] #esra19
[9] one
[9] out

Top Words in Tweet in G3:
[57] westat
[45] rockville
[43] md
[26] ra
[12] rw
[12] rc
[11] job
[10] field
[10] interviewer
[7] research

Top Words in Tweet in G4:
[28] westat
[15] mixed
[14] appam_dc
[12] #appamwestat
[12] methods
[11] mdrc_news
[10] forum
[8] programs
[8] qualitative
[8] policy

Top Words in Tweet in G5:
[7] hcde_case
[6] osticon_tx
[5] westat
[5] 2019
[5] summer
[5] kidgritedu
[5] texaspina
[4] way
[4] kick
[4] enjoyed

Top Words in Tweet in G6:
[10] urbaninstitute
[10] westat
[9] homelessness
[8] evidence
[8] based
[8] solutions
[7] experts
[7] penn
[7] vanderbiltu
[7] center

Top Words in Tweet in G7:
[10] gerrynicolaas
[10] usociety
[10] annettescherp
[8] natcen
[8] annettejackle
[8] iseressex
[8] westat
[7] jburton123
[5] followed
[5] panel

Top Words in Tweet in G8:
[17] westat
[11] conference
[8] thanks
[7] 2019
[5] researchers
[5] t
[5] washstat
[5] hosting
[4] s
[4] bls_gov

Top Words in Tweet in G9:
[10] westat
[6] klkg
[6] sxswedu
[5] #ohioteacherleaders
[5] video
[5] oheducation
[3] #sxswedu
[3] pendragwn
[3] making
[3] informal

Top Words in Tweet in G10:
[3] interact_eu
[2] #itswc2018
[2] starting
[2] don
[2] t
[2] miss
[2] anna
[2] schieben
[2] dlr_verkehr
[2] daniel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] rockville,md
[27] mixed,methods
[26] westat,ra
[26] ra,rockville
[19] don,t
[19] t,miss
[13] westat,s
[12] evidence,based
[12] stephen,bell
[12] westat,rw

Top Word Pairs in Tweet in G1:
[13] mixed,methods
[10] don,t
[9] westat,s
[9] t,miss
[7] check,out
[7] graham,kalton
[6] prof,graham
[6] national,survey
[6] survey,victim
[6] victim,service

Top Word Pairs in Tweet in G2:
[8] registered,one
[8] one,week
[8] week,out
[8] out,next
[8] next,webinar
[8] webinar,finding
[8] finding,momentos
[8] momentos,design
[8] design,thinking
[8] thinking,led

Top Word Pairs in Tweet in G3:
[43] rockville,md
[26] westat,ra
[26] ra,rockville
[12] westat,rw
[12] rw,rc
[12] rc,rockville
[10] field,interviewer
[4] #jobopening,#westat
[4] #westat,#field_interviewer
[3] united,states

Top Word Pairs in Tweet in G4:
[12] mixed,methods
[7] bringing,rigor
[6] methods,evaluations
[6] virginia,knox
[6] westat,forum
[6] appam_dc,westat
[6] westat,abrooksbowden
[5] rigor,intentionality
[5] intentionality,mixed
[5] evaluations,social

Top Word Pairs in Tweet in G5:
[4] way,kick
[4] kick,summer
[4] summer,enjoyed
[4] enjoyed,seeing
[4] seeing,friends
[4] friends,making
[4] making,new
[4] new,ones
[4] ones,osticon_tx
[4] osticon_tx,2019

Top Word Pairs in Tweet in G6:
[8] evidence,based
[7] homelessness,experts
[7] experts,urbaninstitute
[7] urbaninstitute,penn
[7] penn,vanderbiltu
[7] vanderbiltu,westat
[7] westat,center
[7] center,evidence
[7] based,solutions
[6] abtassociates,homelessness

Top Word Pairs in Tweet in G7:
[8] gerrynicolaas,natcen
[8] natcen,annettejackle
[8] annettejackle,iseressex
[8] iseressex,usociety
[8] usociety,annettescherp
[5] followed,panel
[5] panel,discussion
[5] discussion,gerrynicolaas
[4] annettescherp,share_mea
[4] jburton123,followed

Top Word Pairs in Tweet in G8:
[4] thanks,hosting
[4] hosting,bls_gov
[4] bls_gov,stats
[4] stats,america
[4] america,conference
[4] conference,underway
[4] underway,thanks
[4] thanks,sponsors
[4] sponsors,washstat
[4] washstat,westat

Top Word Pairs in Tweet in G9:
[3] westat,pendragwn
[3] sxswedu,westat
[3] making,video
[3] video,informal
[3] informal,teacher
[3] teacher,leaders
[3] leaders,roles
[3] roles,columbus
[3] columbus,#ohioteacherleaders
[3] #ohioteacherleaders,summit

Top Word Pairs in Tweet in G10:
[2] #itswc2018,starting
[2] starting,don
[2] don,t
[2] t,miss
[2] miss,anna
[2] anna,schieben
[2] schieben,dlr_verkehr
[2] dlr_verkehr,daniel
[2] daniel,watzenig
[2] watzenig,virtual_vehicle

Top Replied-To
Top Replied-To in Entire Graph:
@westat
@westatscott
@mdrc_news
@iperezjo
@jakesherlock
@davazzolini
@ben_kreider
@appam_dc
@drdavidmichaels
@silva_kurdi

Top Replied-To in G1:
@westat
@ben_kreider
@jakesherlock
@yeseeptx

Top Replied-To in G2:
@davazzolini
@westatscott

Top Replied-To in G4:
@westat
@mdrc_news
@iperezjo
@appam_dc

Top Replied-To in G5:
@texaspina

Top Replied-To in G7:
@closer_uk
@jburton123
@cjforms
@profpeterlynn
@garypollock4

Top Replied-To in G8:
@westatscott

Top Replied-To in G9:
@klkg

Top Mentioned
Top Mentioned in Entire Graph:
@westat
@appam_dc
@mdrc_news
@isma_org
@urbaninstitute
@gerrynicolaas
@usociety
@annettescherp
@forbes
@abtassociates

Top Mentioned in G1:
@westat
@appam_dc
@mdrc_news
@jmmulrow
@nhtsagov
@brad1723
@dasha_afa
@academyhealth
@lhamilton_aecf
@forbes

Top Mentioned in G2:
@westat
@isma_org
@julieyegen
@mackert
@appam_dc
@westatscott
@forbes
@appam
@olson_km
@opre_acf

Top Mentioned in G4:
@westat
@appam_dc
@mdrc_news
@abrooksbowden
@iperezjo
@mathematicanow
@air_info
@penn
@claudiiiaaahhh
@uwmadison

Top Mentioned in G5:
@hcde_case
@osticon_tx
@westat
@kidgritedu
@texaspina
@scpetty
@adrianatcase
@chascelestine
@sheldonisd
@traciescales

Top Mentioned in G6:
@urbaninstitute
@westat
@penn
@vanderbiltu
@abtassociates
@heidilauren1
@kennesawstate
@d_kuehn
@appam_dc
@deangeliscorey

Top Mentioned in G7:
@gerrynicolaas
@usociety
@annettescherp
@natcen
@annettejackle
@iseressex
@westat
@jburton123
@share_mea
@sha

Top Mentioned in G8:
@westat
@washstat
@bls_gov
@copafsk
@appam_dc
@washtechnology
@appam
@forbes
@dcaapor

Top Mentioned in G9:
@westat
@klkg
@oheducation
@sxswedu
@pendragwn
@rlsd_ccr
@scpetty

Top Mentioned in G10:
@interact_eu
@dlr_verkehr
@virtual_vehicle
@florentanon
@melcef
@westat
@aist_en

Top Tweeters
Top Tweeters in Entire Graph:
@jobs_board
@worldcompanies
@tjn_jobs
@forbes
@monsterjobs
@designthinkbot
@hiv_insight
@srm_up
@wesstreeting
@newsfrombw

Top Tweeters in G1:
@designthinkbot
@hiv_insight
@theaprilnoelle
@cdcgov
@sagehealthinfo
@usda
@uscensusbureau
@safekids
@oecd
@nutritionjobs

Top Tweeters in G2:
@forbes
@uclan
@esri
@usdanutrition
@pitttweet
@mackert
@isma_org
@verissimodiogo
@opre_acf
@icfnext

Top Tweeters in G3:
@jobs_board
@worldcompanies
@tjn_jobs
@monsterjobs
@srm_up
@newsfrombw
@kellyland_mmm
@worldwidejs
@jobsrichmondva
@dhbw_fans

Top Tweeters in G4:
@uwmadison
@mdrc_news
@johnshopkins
@appam_dc
@airinforms
@mathematicanow
@ben_kreider
@michaeltith
@air_info
@claudiiiaaahhh

Top Tweeters in G5:
@kidgritedu
@texaspina
@cupcake_days
@hcde_case
@scpetty
@sheldonisd
@youthworxgood
@dreharvey787
@jallenrcnoost
@traciescales

Top Tweeters in G6:
@reason
@penn
@homelessnesssd
@pennbot1740
@misspdw
@vanderbiltu
@kennesawstate
@urbaninstitute
@abtassociates
@deangeliscorey

Top Tweeters in G7:
@cjforms
@usociety
@closer_uk
@natcen
@sha
@gerrynicolaas
@iseressex
@jburton123
@ialstoop
@garypollock4

Top Tweeters in G8:
@asa_scipol
@washtechnology
@mlink01
@bls_gov
@copafsk
@countonstats
@washstat
@adamsafir
@dcaapor
@instmathstat

Top Tweeters in G9:
@oheducation
@sxswedu
@bldmp
@klmkennedy
@pendragwn
@rlsd_ccr
@klkg
@123angelad

Top Tweeters in G10:
@dlr_verkehr
@_friendlytomato
@aist_en
@interact_eu
@virtual_vehicle
@melcef
@florentanon