westat, Twitter, 1/22/2021 8:45:10 AM, 246205


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westat_2021-01-21_20-44-48.xlsx
westat_2021-01-21_20-44-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 22, 2021
Short Description:
westat via NodeXL https://bit.ly/3sMZLek
@westat
@jsurvstatmeth
@esrasurvey
@rajganesh0072
@ropercenter
@nycopportunity
@phexaminer
@lisabdixon
@ingramwhite
@haillykorman

Top hashtags:
#2020appam
#covid19
#survey
#esra21
#cfp
#submit
#proposal
#research
#innovation

Description:
Description
The graph represents a network of 200 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, 22 January 2021 at 04:45 UTC.

The requested start date was Friday, 22 January 2021 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 80-day, 0-hour, 49-minute period from Monday, 02 November 2020 at 19:40 UTC to Thursday, 21 January 2021 at 20:29 UTC.

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 : 200
Unique Edges : 267
Edges With Duplicates : 351
Total Edges : 618
Number of Edge Types : 5
Retweet : 88
MentionsInRetweet : 132
Mentions : 296
Replies to : 24
Tweet : 78
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0762195121951219
Reciprocated Edge Ratio : 0.141643059490085
Connected Components : 21
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 167
Maximum Edges in a Connected Component : 572
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.939768
Graph Density : 0.00886934673366834
Modularity : 0.418943
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 200 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, 22 January 2021 at 04:45 UTC.

The requested start date was Friday, 22 January 2021 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 80-day, 0-hour, 49-minute period from Monday, 02 November 2020 at 19:40 UTC to Thursday, 21 January 2021 at 20:29 UTC.

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:
[4] https://www.westat.com/careers
[3] https://medium.com/nyc-opportunity/evaluation-finds-nycitizenship-and-its-community-navigator-model-are-valuable-in-helping-clients-888545e4cee9
[3] https://www.westat.com/sites/default/files/APPAM-PresentationList2020_0.pdf
[2] https://www.westat.com/articles/what-worries-americans-most-about-covid-19
[2] https://www.hiv.gov/
[2] https://www.rockvillechamber.org/events/details/31st-annual-rockville-public-safety-awards-2020-14607
[2] https://www.westat.com/articles/2020-special-education-conference-draws-westat-expertise-technical-assistance
[2] https://twitter.com/westat/status/1330993648587202566
[2] https://leadershipmontgomerymd.org/what-will-covid-19-teach-us/
[2] https://www.compcenternetwork.org/news-events/news/6392/select-success-research-informed-recommendations-teacher-selection

Top URLs in Tweet in G1:
[4] https://www.westat.com/careers
[3] https://www.westat.com/sites/default/files/APPAM-PresentationList2020_0.pdf
[2] https://www.westat.com/articles/kelly-daley-joins-westat-associate-director-large-surveys-practice
[2] https://www.westat.com/articles/message-westats-ceo-response-events-january-6-2021
[2] https://www.westat.com/articles/2020-special-education-conference-draws-westat-expertise-technical-assistance
[2] https://www.rockvillechamber.org/events/details/31st-annual-rockville-public-safety-awards-2020-14607
[2] https://www.hiv.gov/
[2] https://leadershipmontgomerymd.org/what-will-covid-19-teach-us/
[1] https://magazine.recruitmilitary.com/publication/?m=53956&i=688632&p=32&utm_campaign=Search%20%26amp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3Bamp%3B%20Employ
[1] https://twitter.com/i/web/status/1325900242009591811

Top URLs in Tweet in G2:
[1] https://www.europeansurveyresearch.org/conferneces/call-submissions
[1] https://www.europeansurveyresearch.org/conferneces/sponsorship
[1] https://www.youtube.com/watch?v=ezsv6tRAe1k


Top URLs in Tweet in G3:
[1] https://academic.oup.com/jssam/article-lookup/doi/10.1093/jssam/smt014
[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/8/3/433/5540703
[1] https://academic.oup.com/jssam/article/8/5/903/5580433
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa021/5934005
[1] https://academic.oup.com/jssam/article/8/5/821/5610622
[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/smz028/5601680
[1] https://academic.oup.com/jssam/advance-article/doi/10.1093/jssam/smaa020/5920827

Top URLs in Tweet in G4:
[1] https://twitter.com/westat/status/1330993648587202566
[1] https://twitter.com/i/web/status/1348134330061582336
[1] https://twitter.com/i/web/status/1348063693175717889
[1] https://twitter.com/i/web/status/1348055619845107719
[1] https://twitter.com/i/web/status/1347706355566718977

Top URLs in Tweet in G5:
[1] https://www.google.com/sorry/index?continue=https://m.youtube.com/watch%3Fv%3D5hz9ZlHjoQo&q=EgS4SO-bGNywqYAGIhkA8aeDS-pEKb_hc38skQ6I-SSs5Em8GoacMgFy
[1] https://twitter.com/westat/status/1324041562985242628
[1] http://www.e-physician.info/jobs/?q=Application+Developer&l=Rockville+MD+USA&z=&tw=&k=
[1] https://www.westat.com
[1] https://www.salesforce.com/company/careers
[1] https://jobs.parexel.com
[1] https://twitter.com/i/web/status/1326519116505735170
[1] https://twitter.com/westat/status/1327312522320363520
[1] https://twitter.com/i/web/status/1338852659810488320
[1] https://twitter.com/i/web/status/1338508689905512452

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/jobs/view/2349021880
[1] https://magazine.recruitmilitary.com/publication/?i=688632&ver=html5&p=33

Top URLs in Tweet in G8:
[3] https://medium.com/nyc-opportunity/evaluation-finds-nycitizenship-and-its-community-navigator-model-are-valuable-in-helping-clients-888545e4cee9
[1] https://twitter.com/i/web/status/1341218077149675522

Top URLs in Tweet in G9:
[2] https://www.compcenternetwork.org/news-events/news/6392/select-success-research-informed-recommendations-teacher-selection
[2] https://westat.zoomgov.com/meeting/register/vJItd-itrDwiGP8nlQZ0Tk3NRc2Z4ZrC1SY
[1] https://twitter.com/CompCenterNet/status/1334917318967762944

Top URLs in Tweet in G10:
[1] https://www.westat.com/articles/what-worries-americans-most-about-covid-19

Top Domains
Top Domains in Tweet in Entire Graph:
[56] twitter.com
[40] westat.com
[14] oup.com
[9] confex.com
[4] google.com
[3] swarmapp.com
[3] leadershipmontgomerymd.org
[3] medium.com
[2] recruitmilitary.com
[2] hiv.gov

Top Domains in Tweet in G1:
[34] westat.com
[32] twitter.com
[9] confex.com
[3] google.com
[3] leadershipmontgomerymd.org
[2] census.gov
[2] brassring.com
[2] rockvillechamber.org
[2] hiv.gov
[1] recruitmilitary.com

Top Domains in Tweet in G2:
[2] europeansurveyresearch.org
[1] youtube.com

Top Domains in Tweet in G3:
[14] oup.com
[3] westat.com
[2] twitter.com

Top Domains in Tweet in G4:
[5] twitter.com

Top Domains in Tweet in G5:
[9] twitter.com
[3] swarmapp.com
[1] google.com
[1] e-physician.info
[1] westat.com
[1] salesforce.com
[1] parexel.com
[1] testcareers.com
[1] webex.com

Top Domains in Tweet in G6:
[1] linkedin.com
[1] recruitmilitary.com

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

Top Domains in Tweet in G9:
[2] compcenternetwork.org
[2] zoomgov.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] westat.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] 2020appam
[17] covid19
[17] survey
[13] esra21
[7] cfp
[7] submit
[7] proposal
[7] research
[7] innovation
[7] online



Top Hashtags in Tweet in G1:
[20] 2020appam
[15] covid19
[7] survey
[6] edresearch
[5] endhivepidemic
[4] eval
[4] careers
[4] hiring
[3] educationresearch
[3] mentalhealth

Top Hashtags in Tweet in G2:
[13] esra21
[7] cfp
[7] submit
[7] proposal
[7] survey
[7] research
[7] innovation
[7] online
[6] sponsorship
[6] sponsors

Top Hashtags in Tweet in G3:
[2] survey

Top Hashtags in Tweet in G4:
[1] endhivepidemic
[1] inittoendit
[1] endhivhou

Top Hashtags in Tweet in G5:
[1] ehr
[1] hitsm
[1] westatas
[1] ahrq
[1] patientsafety
[1] epidemiology

Top Hashtags in Tweet in G6:
[2] covid19
[1] survey
[1] readytohire
[1] veterans
[1] recruitmilitary

Top Hashtags in Tweet in G8:
[3] citizenship

Top Hashtags in Tweet in G9:
[2] essa

Top Words
Top Words in Tweet in Entire Graph:
[225] westat
[31] join
[27] survey
[23] research
[22] excited
[20] #2020appam
[18] clients
[18] conference
[18] work
[17] check

Top Words in Tweet in G1:
[135] westat
[20] #2020appam
[19] join
[18] excited
[16] team
[16] work
[15] #covid19
[13] research
[13] staff
[12] westatâ

Top Words in Tweet in G2:
[13] #esra21
[11] esrasurvey
[7] #cfp
[7] check
[7] 10
[7] tracks
[7] #submit
[7] #proposal
[7] january
[7] 16

Top Words in Tweet in G3:
[26] westat
[14] case
[14] missed
[9] roger
[9] tourangeau
[6] hanyu
[6] sun
[6] jsurvstatmeth
[5] two
[4] errors

Top Words in Tweet in G4:
[13] westat
[12] cdc_hivaids
[11] cdcgov
[11] houstonhealth
[11] hcphtx
[11] bcmhouston
[11] uhhispanicalum
[10] natrdz11
[10] endhivhou
[10] nhmamd

Top Words in Tweet in G5:
[11] westat
[6] md
[5] rockville
[3] application
[3] developer
[3] westbridge
[3] mbaa
[3] rw
[3] rc
[2] ceremony

Top Words in Tweet in G6:
[15] westat
[2] excited
[2] contracts
[2] #covid19
[2] senior
[2] search
[2] amstatnews

Top Words in Tweet in G7:
[3] paid

Top Words in Tweet in G8:
[11] nycitizenship
[11] services
[11] improves
[11] program
[10] provides
[10] essential
[10] clients
[10] community
[10] navigator
[10] model

Top Words in Tweet in G9:
[5] natcompcenter
[5] edunomicslab
[5] 1pm
[5] fidwig
[5] meeting
[4] join
[4] 12
[4] month's
[4] cover
[4] election

Top Words in Tweet in G10:
[5] used
[5] topic
[5] modeling
[5] help
[5] analysis
[5] westat
[5] stanford
[5] national
[5] survey
[5] worries

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] case,missed
[15] westat,westat
[11] cdcgov,cdc_hivaids
[11] cdc_hivaids,westat
[11] houstonhealth,hcphtx
[11] hcphtx,bcmhouston
[11] bcmhouston,uhhispanicalum
[10] natrdz11,cdcgov
[10] uhhispanicalum,nhmamd
[10] nycitizenship,provides

Top Word Pairs in Tweet in G1:
[9] westat,westat
[8] join,westat
[7] virtual,workshop
[6] creative,solutions
[6] stephen,bell
[6] westat,excited
[6] aapor,virtual
[6] workshop,changes
[5] make,sure
[5] #2020appam,panel

Top Word Pairs in Tweet in G2:
[7] #cfp,#esra21
[7] #esra21,check
[7] check,10
[7] 10,tracks
[7] tracks,#submit
[7] #submit,#proposal
[7] #proposal,january
[7] january,16
[7] 16,#survey
[7] #survey,#research

Top Word Pairs in Tweet in G3:
[14] case,missed
[9] roger,tourangeau
[6] hanyu,sun
[4] missed,roger
[4] errors,cumulate
[4] cumulate,two
[4] two,examples
[4] ting,yan
[4] jsurvstatmeth,case
[3] jill,dever

Top Word Pairs in Tweet in G4:
[11] cdcgov,cdc_hivaids
[11] cdc_hivaids,westat
[11] houstonhealth,hcphtx
[11] hcphtx,bcmhouston
[11] bcmhouston,uhhispanicalum
[10] natrdz11,cdcgov
[10] uhhispanicalum,nhmamd
[9] westat,endhivhou
[9] endhivhou,houstonhealth
[7] nhmamd,latinasinmed

Top Word Pairs in Tweet in G5:
[5] rockville,md
[3] application,developer
[3] westat,rw
[3] rw,rc
[3] rc,rockville
[2] westat,seeking
[2] seeking,application
[2] developer,responsible
[2] robert,drake
[2] considers,westbridge

Top Word Pairs in Tweet in G6:
[4] westat,westat
[2] westat,excited

Top Word Pairs in Tweet in G8:
[10] nycitizenship,provides
[10] provides,essential
[10] essential,services
[10] services,clients
[10] clients,community
[10] community,navigator
[10] navigator,model
[10] model,improves
[10] improves,program
[10] program,efficiency

Top Word Pairs in Tweet in G9:
[4] join,edunomicslab
[4] edunomicslab,12
[4] 12,1pm
[4] 1pm,month's
[4] month's,fidwig
[4] fidwig,meeting
[4] meeting,cover
[4] cover,election
[4] election,results
[3] natcompcenter,join

Top Word Pairs in Tweet in G10:
[5] used,topic
[5] topic,modeling
[5] modeling,help
[5] help,analysis
[5] analysis,westat
[5] westat,stanford
[5] stanford,national
[5] national,survey
[5] survey,worries
[5] worries,americans

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@westat
@cdcgov
@cdc_hivaids
@esrasurvey
@houstonhealth
@hcphtx
@bcmhouston
@uhhispanicalum
@endhivhou
@nhmamd

Top Mentioned in G1:
@westat
@aapor
@westatscott
@appam_dc
@cdcgov
@cdc_hivaids
@tlsavage2
@md_pha
@ideadatacenter
@casecec

Top Mentioned in G2:
@esrasurvey
@westa
@westat
@phexaminer
@rti_intl
@norcnews
@jsurvstatmeth
@methatmig
@ethmigsurveydat
@cessda_data

Top Mentioned in G3:
@westat
@jsurvstatmeth
@umisr
@jpsmumd
@rti_intl
@olson_km
@fgconrad
@fraukolos
@jmmulrow
@aapor

Top Mentioned in G4:
@cdc_hivaids
@westat
@cdcgov
@houstonhealth
@hcphtx
@bcmhouston
@uhhispanicalum
@endhivhou
@nhmamd
@latinasinmed

Top Mentioned in G6:
@westat
@amstatnews
@srntorg
@cdcgov
@jpsmumd
@womeninstat
@langerresearch
@ssrs_research
@gqrresearch
@edisonresearch

Top Mentioned in G7:
@iqvia_global
@kantarindia
@gartner_inc
@gfk
@iri
@dynata
@westat
@intage

Top Mentioned in G8:
@nycopportunity
@westat
@metisassociates
@nychra
@nycimmigrants
@nycimmigration

Top Mentioned in G9:
@natcompcenter
@edunomicslab
@westat
@haillykorman
@bellwethered

Top Mentioned in G10:
@psresnik

Top Tweeters
Top Tweeters in Entire Graph:
@rstatstweet
@betterjobsearch
@education_24x7
@jesslahey
@epiren
@pewresearch
@un
@who
@jtcarden
@emranswers

Top Tweeters in G1:
@betterjobsearch
@education_24x7
@un
@who
@jtcarden
@knowledgeall
@amazon
@nedra
@usedgov
@aiha

Top Tweeters in G2:
@rstatstweet
@statstas
@roryfitzess
@medaibot
@cessda_data
@phexaminer
@rti_intl
@datacamp
@sageness77
@ess_survey

Top Tweeters in G3:
@uscensusbureau
@stanford
@lafcol
@umisr
@cns_umass
@aapor
@clairemkbowen
@icap_columbiau
@olson_km
@fraukolos

Top Tweeters in G4:
@bcmhouston
@cdcgov
@hcphtx
@nhmamd
@docwoc71
@houstonhealth
@latinasinmed
@cdc_hivaids
@elenariosmd
@utexassph

Top Tweeters in G5:
@epiren
@emranswers
@lifted_truth
@una
@botindustry
@_testquality
@kierduros
@mobappdevjobs
@pleasantonca
@wbrecovery

Top Tweeters in G6:
@pewresearch
@sourcerkelly
@amstatnews
@ropercenter
@ssrs_research
@edisonresearch
@norcnews
@gqrresearch
@womeninstat
@langerresearch

Top Tweeters in G7:
@gartner_inc
@nielsen
@gfk
@iri
@iqvia_global
@rajganesh0072
@kantarindia
@intage
@dynata

Top Tweeters in G8:
@nycimmigrants
@nychra
@justiiceart
@davidbceo
@josef_luciano
@nycopportunity
@metisassociates
@cesaror09281916
@nycimmigration

Top Tweeters in G9:
@haillykorman
@bellwethered
@bonnierok
@reg17cc
@edunomicslab
@compcenternet
@region5cc
@natcompcenter

Top Tweeters in G10:
@umiacs
@khanhxuannguyen
@psresnik
@miserlis_
@clipumd


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