westat, Twitter, 7/11/2019 12:26:01 PM, 202771


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westat_2019-07-11_05-22-16.xlsx
westat_2019-07-11_05-22-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2019
Short Description:
westat via NodeXL http://bit.ly/2NKN7fp
@westat
@interact_eu
@appam_dc
@isma_org
@cmrockville
@kidgritedu
@basicsrnt
@opre_ssrc
@garyblauphd
@eqmeasure

Top hashtags:
#appamwestat
#aapor
#arm19
#designthinking
#jobs
#westat
#eers19
#met2019
#afterschool

Description:
Description
The graph represents a network of 299 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 Thursday, 11 July 2019 at 12:22 UTC.

The requested start date was Thursday, 11 July 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 70-day, 5-hour, 45-minute period from Wednesday, 01 May 2019 at 07:32 UTC to Wednesday, 10 July 2019 at 13:17 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 : 299
Unique Edges : 441
Edges With Duplicates : 466
Total Edges : 907
Number of Edge Types : 3
Tweet : 148
Mentions : 735
Replies to : 24
Self-Loops : 148
Reciprocated Vertex Pair Ratio : 0.0899581589958159
Reciprocated Edge Ratio : 0.165067178502879
Connected Components : 39
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 245
Maximum Edges in a Connected Component : 818
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.729982
Graph Density : 0.00584723126304685
Modularity : 0.398682
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] http://www.appam.org/appam-institutional-member-forum---bringing-rigor-and-intentionality-to-mixed-methods-evaluations-of-social-programs/
[7] https://www.westat.com/sites/default/files/AAPOR_2019_ConferenceProgram.pdf
[6] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[5] https://journals.sagepub.com/doi/full/10.1177/0033354919826566
[5] https://www.westat.com/articles/westat-included-2019-forbes-best-midsize-employers-list-0
[4] https://www.westat.com/articles/americas-best-state-employers-2019-westat-inaugural-forbes-list
[3] https://www.westat.com/articles/jean-opsomer-receive-2019-carver-medal-institute-mathematical-statistics
[3] https://www.westat.com/articles/innovation-clinical-trials-westat-2019-society-clinical-trials-conference
[2] https://onlinelibrary.wiley.com/doi/abs/10.1002/pam.22154
[2] https://www.westat.com/articles/whats-price-eating-healthy

Top URLs in Tweet in G1:
[5] https://www.westat.com/sites/default/files/AAPOR_2019_ConferenceProgram.pdf
[4] https://journals.sagepub.com/doi/full/10.1177/0033354919826566
[3] http://www.appam.org/appam-institutional-member-forum---bringing-rigor-and-intentionality-to-mixed-methods-evaluations-of-social-programs/
[2] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[2] https://www.nutritionjobs.com/jobs/13434994-bilingual-dietary-interviewer-nationwide-travel-at-westat-recruiting
[1] https://www.nhtsa.gov/summer-driving-tips-2019
[1] https://twitter.com/diversityjobs/status/1125454133912309760
[1] https://twitter.com/i/web/status/1125848226148552705
[1] https://twitter.com/i/web/status/1129001909841473536
[1] https://aapor.secure-platform.com/a/solicitations/10/sessiongallery/32/application/3130

Top URLs in Tweet in G2:
[2] http://jobview.monster.com/Field-Interviewer-Job-Media-PA-US-209222392.aspx?twtslt=133111_0&th=MonsterJobs
[1] http://retiredresources.com/jobs/view/project-assistant-303/
[1] https://www.pressreleasepoint.com/bringing-rigor-and-intentionality-westat
[1] https://www.pitchero.com/clubs/tatsfieldroversfc2/teams/221642/match-centre/0-4362719?utm_campaign=score_update&utm_medium=post&utm_source=twitter&utm_content=FT
[1] https://twitter.com/i/web/status/1125486707300884480
[1] https://journals.sagepub.com/doi/full/10.1177/0033354919826566
[1] https://twitter.com/i/web/status/1127740297092456449
[1] https://twitter.com/i/web/status/1128007402887028737
[1] https://twitter.com/i/web/status/1127599652403019776
[1] https://twitter.com/i/web/status/1128007114759331840

Top URLs in Tweet in G3:
[4] 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] http://www.appam.org/appamwestat-speaker-interview-stephen-bell/
[1] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[1] https://twitter.com/i/web/status/1130540601638834180
[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] http://events.r20.constantcontact.com/register/event?llr=nzzmxwxab&oeidk=a07eg75y8wx582050a5
[1] https://twitter.com/i/web/status/1124282899803643910
[1] https://twitter.com/i/web/status/1128994795337244675

Top URLs in Tweet in G4:
[2] https://www.westat.com/articles/westat-included-2019-forbes-best-midsize-employers-list-0
[1] https://www.westat.com/articles/jean-opsomer-receive-2019-carver-medal-institute-mathematical-statistics
[1] https://twitter.com/i/web/status/1125779765477216256
[1] https://www.westat.com/sites/default/files/AAPOR_2019_ConferenceProgram.pdf
[1] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[1] https://www.westat.com/articles/westat-washington-technologys-2019-top-100-government-contractors-list
[1] https://twitter.com/i/web/status/1126551190731395072
[1] https://twitter.com/i/web/status/1129410930712956928
[1] https://twitter.com/i/web/status/1130834995231252480
[1] https://docs.google.com/document/d/1Y3Ll62tT0puIf9xGp6K5ofBqf4f9H8-wu5JB7c6Bibo/edit

Top URLs in Tweet in G5:
[1] https://isma.memberclicks.net/webinars#.XP2TZC2ZNQI
[1] https://twitter.com/westat/status/1123678284288536581
[1] https://twitter.com/i/web/status/1125843272503648257

Top URLs in Tweet in G6:
[3] https://www.westat.com/articles/americas-best-state-employers-2019-westat-inaugural-forbes-list
[2] https://www.westat.com/articles/2019-forum-focuses-expanding-mixed-methods-evaluation-paradigm
[2] https://www.westat.com/articles/innovation-clinical-trials-westat-2019-society-clinical-trials-conference
[2] https://www.westat.com/articles/westat-included-2019-forbes-best-midsize-employers-list-0
[1] https://www.westat.com/sites/default/files/AAPOR_2019_ConferenceProgram.pdf
[1] https://twitter.com/i/web/status/1130561903007289345
[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/whats-price-eating-healthy
[1] https://www.westat.com/articles/jean-opsomer-receive-2019-carver-medal-institute-mathematical-statistics

Top URLs in Tweet in G7:
[1] https://twitter.com/lt_stephanies/status/1126212564675960832

Top URLs in Tweet in G8:
[1] https://onlinelibrary.wiley.com/doi/abs/10.1002/pam.22154
[1] https://twitter.com/wtgrantfdn/status/1130618455403708416

Top Domains
Top Domains in Tweet in Entire Graph:
[44] twitter.com
[43] westat.com
[36] swarmapp.com
[12] appam.org
[6] monster.com
[5] sagepub.com
[5] secure-platform.com
[4] umassmed.edu
[3] joburl.ws
[3] webex.com

Top Domains in Tweet in G1:
[23] westat.com
[12] twitter.com
[5] secure-platform.com
[4] sagepub.com
[4] umassmed.edu
[3] appam.org
[2] cdc.gov
[2] hsrmconference.com
[2] nutritionjobs.com
[1] nhtsa.gov

Top Domains in Tweet in G2:
[35] swarmapp.com
[8] twitter.com
[6] monster.com
[3] joburl.ws
[2] candidatehunter.com
[2] careerarc.com
[1] retiredresources.com
[1] pressreleasepoint.com
[1] pitchero.com
[1] sagepub.com

Top Domains in Tweet in G3:
[8] appam.org
[5] twitter.com
[1] westat.com
[1] constantcontact.com
[1] opressrc.org

Top Domains in Tweet in G4:
[6] westat.com
[5] twitter.com
[1] google.com
[1] eventbrite.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] memberclicks.net

Top Domains in Tweet in G6:
[12] westat.com
[1] twitter.com
[1] appam.org

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

Top Domains in Tweet in G8:
[1] wiley.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] appamwestat
[45] aapor
[11] arm19
[9] designthinking
[8] jobs
[6] westat
[6] eers19
[6] met2019
[6] afterschool
[6] thisisnorthside



Top Hashtags in Tweet in G1:
[35] aapor
[33] appamwestat
[6] met2019
[6] eers19
[5] eval
[4] arm19
[4] publichealth
[3] hiv
[3] statistics
[3] usa

Top Hashtags in Tweet in G2:
[8] jobs
[5] westat
[4] jobopening
[4] field_interviewer
[3] hiring
[1] job
[1] pitchero
[1] pscthrive2019
[1] publichealth
[1] austin

Top Hashtags in Tweet in G3:
[12] appamwestat
[2] evaluation
[1] appamwest
[1] research
[1] opportunityscholarshipprogram

Top Hashtags in Tweet in G4:
[2] appamwestat
[2] aapor
[1] 2019top100wt

Top Hashtags in Tweet in G5:
[6] designthinking
[3] smanadigi19
[2] clearmarks19

Top Hashtags in Tweet in G6:
[6] aapor
[5] appamwestat
[2] arm19
[2] pscthrive2019
[1] westatappam
[1] childwelfare
[1] designthinking
[1] statistics
[1] quantitative
[1] qualitative

Top Hashtags in Tweet in G7:
[1] nisdproud

Top Hashtags in Tweet in G9:
[2] includesconvening
[1] stem

Top Words
Top Words in Tweet in Entire Graph:
[336] Words in Sentiment List#1: Positive
[67] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9600] Non-categorized Words
[10003] Total Words
[320] westat
[62] mixed
[60] methods
[59] forum
[57] appam_dc

Top Words in Tweet in G1:
[79] westat
[35] #aapor
[33] #appamwestat
[25] methods
[24] s
[23] mixed
[21] appam_dc
[19] forum
[18] re
[18] conference

Top Words in Tweet in G2:
[58] westat
[42] rockville
[39] md
[35] ra
[12] job
[10] field
[10] interviewer
[8] time
[8] #jobs
[6] research

Top Words in Tweet in G3:
[35] westat
[30] mixed
[26] forum
[26] methods
[25] appam_dc
[19] bringing
[19] rigor
[17] intentionality
[16] evaluations
[16] mdrc_news

Top Words in Tweet in G4:
[31] westat
[29] stats
[26] america
[22] copafsk
[21] conference
[15] register
[14] washstat
[13] june
[13] thanks
[8] great

Top Words in Tweet in G5:
[16] westat
[13] out
[12] isma_org
[12] webinar
[9] one
[8] registered
[8] week
[8] next
[8] finding
[8] momentos

Top Words in Tweet in G6:
[46] westat
[12] see
[10] forum
[10] presentations
[9] m
[9] proud
[8] re
[8] best
[8] forbes
[8] westatscott

Top Words in Tweet in G7:
[6] osticon_tx
[6] hcde_case
[5] kidgritedu
[5] texaspina
[4] scpetty
[4] westat
[4] way
[4] kick
[4] summer
[4] enjoyed

Top Words in Tweet in G8:
[8] westat
[7] lizstuartdc
[7] johnshopkinssph
[6] great
[5] work
[5] team
[4] thrilled
[4] continue
[4] well
[4] large

Top Words in Tweet in G9:
[3] nsfincludeshub
[3] westat
[3] qemnetwork
[2] partnership
[2] many
[2] institutions
[2] including
[2] sri_intl
[2] eqmeasure
[2] edctweets

Top Words in Tweet in G10:
[4] 3
[2] bronze
[2] hillmanfdn
[2] westat
[2] aacnursing
[2] penn_chopr
[2] osunursing
[2] vanderbiltnurse
[2] cu_nursing
[2] awards

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] mixed,methods
[39] rockville,md
[35] westat,ra
[35] ra,rockville
[31] stats,america
[30] bringing,rigor
[29] methods,evaluations
[26] rigor,intentionality
[25] intentionality,mixed
[24] june,5

Top Word Pairs in Tweet in G1:
[21] mixed,methods
[13] check,out
[10] methods,evaluations
[8] bringing,rigor
[8] rigor,intentionality
[8] intentionality,mixed
[7] 3,30
[7] june,5
[7] graham,kalton
[6] debra,rog

Top Word Pairs in Tweet in G2:
[39] rockville,md
[35] westat,ra
[35] ra,rockville
[10] field,interviewer
[4] full,time
[4] #jobopening,#westat
[4] #westat,#field_interviewer
[3] westat,rockville
[3] united,states
[3] job,opening

Top Word Pairs in Tweet in G3:
[26] mixed,methods
[19] bringing,rigor
[15] rigor,intentionality
[15] intentionality,mixed
[15] methods,evaluations
[13] evaluations,social
[12] june,5
[12] social,programs
[12] forum,bringing
[9] appam_dc,westat

Top Word Pairs in Tweet in G4:
[26] stats,america
[20] america,conference
[11] conference,june
[10] westat,washstat
[8] register,today
[7] wondering,statistical
[7] statistical,agencies
[7] agencies,meeting
[7] meeting,communications
[7] communications,challenges

Top Word Pairs in Tweet in G5:
[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 G6:
[7] see,westat
[7] m,proud
[6] westat,re
[5] mixed,methods
[5] best,midsize
[5] midsize,employers
[4] great,see
[3] t,miss
[3] methods,evaluations
[3] 30,presentations

Top Word Pairs in Tweet in G7:
[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 G8:
[7] johnshopkinssph,westat
[5] work,great
[5] great,team
[4] thrilled,continue
[4] continue,work
[4] team,johnshopkinssph
[4] westat,well
[4] well,large
[4] large,multi
[4] multi,site

Top Word Pairs in Tweet in G9:
[2] nsfincludeshub,partnership
[2] partnership,many
[2] many,institutions
[2] institutions,including
[2] including,sri_intl
[2] sri_intl,westat
[2] westat,eqmeasure
[2] eqmeasure,qemnetwork

Top Word Pairs in Tweet in G10:
[2] 3,3
[2] 3,bronze
[2] bronze,hillmanfdn
[2] hillmanfdn,westat
[2] westat,aacnursing
[2] aacnursing,penn_chopr
[2] penn_chopr,osunursing
[2] osunursing,vanderbiltnurse
[2] vanderbiltnurse,cu_nursing
[2] cu_nursing,awards

Top Replied-To
Top Replied-To in Entire Graph:
@westat
@lizstuartdc
@mdrc_news
@westatscott
@ben_kreider
@appam_dc
@davazzolini
@dogtagbakery
@yeseeptx
@texaspina

Top Replied-To in G1:
@westat
@ben_kreider
@westatscott
@yeseeptx
@easterneval

Top Replied-To in G3:
@mdrc_news
@westat
@appam_dc

Top Replied-To in G4:
@westat

Top Replied-To in G5:
@isma_org
@plain_language

Top Replied-To in G6:
@davazzolini
@westatscott

Top Replied-To in G7:
@texaspina

Top Replied-To in G8:
@lizstuartdc

Top Mentioned
Top Mentioned in Entire Graph:
@westat
@appam_dc
@copafsk
@mdrc_news
@washstat
@westatscott
@forbes
@isma_org
@julieyegen
@jmmulrow

Top Mentioned in G1:
@westat
@appam_dc
@mdrc_news
@copafsk
@westatscott
@kim_standing
@aapor
@jmmulrow
@washstat
@forbes

Top Mentioned in G3:
@westat
@appam_dc
@mdrc_news
@westatscott
@washeval
@ningruy
@mathematicanow
@uwmadison
@iperezj
@airinforms

Top Mentioned in G4:
@westat
@copafsk
@washstat
@countonstats
@jmmulrow
@asa_scipol
@nchstats
@ednces
@us
@appam_dc

Top Mentioned in G5:
@westat
@isma_org
@julieyegen
@cdcgov
@socialibriumm
@stirrupqueen
@dasha_afa
@tlsavage2
@healthcommsoc
@smanaorg

Top Mentioned in G6:
@westat
@forbes
@appam_dc
@westatscott
@appam
@cokerdavid
@fisherhousefdtn
@sctorg
@esri
@jmmulrow

Top Mentioned in G7:
@osticon_tx
@hcde_case
@kidgritedu
@texaspina
@scpetty
@westat
@adrianatcase
@chascelestine
@sheldonisd
@traciescales

Top Mentioned in G8:
@johnshopkinssph
@westat
@lizstuartdc
@wtgrantfdn

Top Mentioned in G9:
@nsfincludeshub
@westat
@qemnetwork
@sri_intl
@eqmeasure
@edctweets
@jeremywaisome
@edctweet
@sri_education
@gt_ccec

Top Mentioned in G10:
@hillmanfdn
@westat
@aacnursing
@penn_chopr
@osunursing
@vanderbiltnurse
@cu_nursing
@ijnsjournal
@hgermack

Top Tweeters
Top Tweeters in Entire Graph:
@jobs_board
@prpnews
@tjn_jobs
@forbes
@monsterjobs
@hiv_insight
@hlth_literacy
@prison_health
@wesstreeting
@lovestats

Top Tweeters in G1:
@hiv_insight
@hlth_literacy
@theaprilnoelle
@harvardchansph
@sagehealthinfo
@namicommunicate
@urbaninstitute
@abtassociates
@uscensusbureau
@nutritionjobs

Top Tweeters in G2:
@jobs_board
@prpnews
@tjn_jobs
@monsterjobs
@prison_health
@g_rpkg
@retiredresource
@jtcarden
@worldwidejs
@jobsrichmondva

Top Tweeters in G3:
@uwmadison
@mdrc_news
@johnshopkins
@jmar116
@appam_dc
@airinforms
@mathematicanow
@ben_kreider
@iesresearch
@michaeltith

Top Tweeters in G4:
@jmsjsph
@butterworthy
@ericagroshen
@amstatnews
@bbcmag
@asa_scipol
@k_mcdj
@pcheekeen
@bls_gov
@ednces

Top Tweeters in G5:
@lynnm7417
@sprintbaseb
@cdcgov
@isma_org
@verissimodiogo
@stirrupqueen
@plain_language
@socialibriumm
@internetangels
@galanroma

Top Tweeters in G6:
@forbes
@uclan
@usda
@esri
@pscspeaks
@fisherhousefdtn
@sctorg
@klmkennedy
@cokerdavid
@datadrivendale

Top Tweeters in G7:
@kidgritedu
@texaspina
@cupcake_days
@hcde_case
@scpetty
@youthworxgood
@sheldonisd
@dreharvey787
@traciescales
@adrianatcase

Top Tweeters in G8:
@johnshopkinssph
@stuartbuck1
@agamoran
@swfleischman
@wtgrantfdn
@pophealth3
@lizstuartdc
@donaldlchi
@bradleydstein
@lizboylemph

Top Tweeters in G9:
@edctweets
@eqmeasure
@sri_intl
@sri_education
@jeremywaisome
@qemnetwork
@gt_ccec
@nsfincludeshub
@edctweet

Top Tweeters in G10:
@vanderbiltnurse
@ijnsjournal
@osunursing
@aacnursing
@cu_nursing
@hgermack
@penn_chopr
@kathryn_riman
@hillmanfdn