westat, Twitter, 3/14/2019 5:04:40 PM, 190382


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westat_2019-03-14_10-01-03.xlsx
westat_2019-03-14_10-01-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
westat via NodeXL http://bit.ly/2EZZi0m
@westat
@georgetown
@thencii
@aiims1742
@fitzedpolicy
@rickhuey
@lt_stephanies
@lt_terryp
@metisassociates
@mathpolresearch

Top hashtags:
#eseaconference
#ces2019
#sree2019s
#sxswedu
#ecigs
#srnt2019
#beyondschoolhours

Description:
Description
The graph represents a network of 249 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, 14 March 2019 at 17:01 UTC.

The requested start date was Thursday, 14 March 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 71-day, 5-hour, 56-minute period from Tuesday, 01 January 2019 at 16:37 UTC to Wednesday, 13 March 2019 at 22:33 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 : 249
Unique Edges : 422
Edges With Duplicates : 184
Total Edges : 606
Number of Edge Types : 3
Mentions : 480
Tweet : 109
Replies to : 17
Self-Loops : 109
Reciprocated Vertex Pair Ratio : 0.0771144278606965
Reciprocated Edge Ratio : 0.143187066974596
Connected Components : 24
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 221
Maximum Edges in a Connected Component : 535
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.723419
Graph Density : 0.00701191864231118
Modularity : 0.490842
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://www.westat.com/articles/americas-best-employers-diversity-westat-forbes-2019-list
[6] https://www.sfgate.com/business/press-releases/article/Jeri-Mulrow-Joins-Westat-as-Vice-President-and-13593749.php
[4] https://www.westat.com/articles/new-york-city-arts-program-shows-positive-results-youth-westat-evaluated-program
[4] https://www.westat.com/articles/jeri-mulrow-joins-westat-vice-president-and-director-statistical-sciences
[3] https://www.westat.com/articles/learn-latest-tobacco-science-2019-society-research-nicotine-and-tobacco-conference
[3] https://www.westat.com/articles/sxsw-edu-expo-2019-westat-shares-education-studies-services
[3] https://twitter.com/westat/status/1096502531281301504
[3] https://www.westat.com/careers
[3] https://blog.executivebiz.com/2019/01/westat-gets-94m-contract-to-help-education-dept-conduct-early-childhood-longitudinal-studies/
[2] https://www.cwla.org/cwla2019/#special

Top URLs in Tweet in G1:
[6] https://www.sfgate.com/business/press-releases/article/Jeri-Mulrow-Joins-Westat-as-Vice-President-and-13593749.php
[2] https://www.westat.com/careers
[2] https://www.westat.com/articles/jeri-mulrow-joins-westat-vice-president-and-director-statistical-sciences
[2] https://www.westat.com/articles/learn-latest-tobacco-science-2019-society-research-nicotine-and-tobacco-conference
[2] https://www.mathematica-mpr.com/commentary/integrated-social-services-lets-gather-evidence-of-what-works-and-why
[2] https://www.westat.com/articles/sxsw-edu-expo-2019-westat-shares-education-studies-services
[2] https://www.sxswedu.com/expo/?utm_source=twitter&utm_medium=socialmedia&utm_campaign=edu2019&utm_content=edu-expo
[2] https://naaweb.org/professional-development/item/1004-5-naa19-sessions-to-be-excited-about
[2] https://www.cwla.org/cwla2019/#special
[2] https://twitter.com/westat/status/1096502531281301504

Top URLs in Tweet in G2:
[4] https://www.westat.com/articles/americas-best-employers-diversity-westat-forbes-2019-list
[2] https://www.westat.com/articles/jeri-mulrow-joins-westat-vice-president-and-director-statistical-sciences
[2] https://blog.executivebiz.com/2019/01/westat-gets-94m-contract-to-help-education-dept-conduct-early-childhood-longitudinal-studies/
[1] http://washstat.org/seminars/2019/20190319_Marker.pdf
[1] https://twitter.com/i/web/status/1105130298449235969
[1] https://www.westat.com/articles/westat-supports-2019-transportation-research-board-trb-conference
[1] https://www.westat.com/articles/new-york-city-arts-program-shows-positive-results-youth-westat-evaluated-program
[1] https://www.westat.com/articles/sxsw-edu-expo-2019-westat-shares-education-studies-services
[1] https://www.westat.com/articles/emanuel-robinson-give-2019-patricia-f-waller-lecture
[1] https://www.westat.com/articles/learn-latest-tobacco-science-2019-society-research-nicotine-and-tobacco-conference

Top URLs in Tweet in G3:
[1] https://www.moneymakingmommy.com/telephone-data-collector-westat/
[1] https://blog.executivebiz.com/2019/01/westat-gets-94m-contract-to-help-education-dept-conduct-early-childhood-longitudinal-studies/?utm_source=dlvr.it&utm_medium=twitter
[1] https://blog.executivebiz.com/2019/01/westat-gets-94m-contract-to-help-education-dept-conduct-early-childhood-longitudinal-studies/
[1] http://apps.research.unc.edu/events/index.cfm?event=events.eventDetails&event_key=ED9D62EF311F450D59BD498AAB2B0F69182E5EBA
[1] https://lnkd.in/eHa3Uir
[1] https://lnkd.in/es6TTf9
[1] https://www.westat.com/articles/americas-best-employers-diversity-westat-forbes-2019-list
[1] https://www.nutritionjobs.com/job.php?job_id=17534
[1] https://www.nutritionjobs.com/job.php?job_id=17533
[1] https://twitter.com/westat/status/1090667852229685250

Top URLs in Tweet in G4:
[1] https://trcvoxweb5.westat.com/survey/Start/Production_Web/DogTagAppWelcomeP.HTML
[1] https://twitter.com/i/web/status/1091388256019795979

Top URLs in Tweet in G5:
[2] https://www.westat.com/articles/helping-all-students-succeed-tom-munk-and-success-gaps-toolkit
[1] https://twitter.com/i/web/status/1105565402464178176
[1] https://twitter.com/i/web/status/1098625188332216320
[1] https://twitter.com/i/web/status/1090645278150090752
[1] https://www.eseanetwork.org/sched/E19/session/equity-inclusion-and-opportunity-addressing-success-gaps-in-our-schools-and-districts-1
[1] https://twitter.com/i/web/status/1090640418356764672
[1] https://www.opressrc.org/content/you-shall-not-pass-use-evaluation-tollgates-building-evidence-social-programs
[1] https://www.opressrc.org/content/prevalence-lead-based-paint-hazards-us-housing

Top URLs in Tweet in G7:
[1] https://academic.oup.com/jnci/advance-article-abstract/doi/10.1093/jnci/djz006/5300228?redirectedFrom=fulltext

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1085960830062088192

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1083810306386620416
[1] https://twitter.com/i/web/status/1083809866911703040
[1] https://twitter.com/i/web/status/1083488684702236672

Top Domains
Top Domains in Tweet in Entire Graph:
[43] swarmapp.com
[40] twitter.com
[35] westat.com
[6] sfgate.com
[4] lnkd.in
[4] executivebiz.com
[3] joburl.ws
[2] cwla.org
[2] mcccmd.com
[2] naaweb.org

Top Domains in Tweet in G1:
[19] twitter.com
[17] westat.com
[6] sfgate.com
[2] cdc.gov
[2] mathematica-mpr.com
[2] sxswedu.com
[2] naaweb.org
[2] mcccmd.com
[2] cwla.org
[2] iabc.com

Top Domains in Tweet in G2:
[11] westat.com
[2] twitter.com
[2] executivebiz.com
[1] washstat.org
[1] appam.org

Top Domains in Tweet in G3:
[43] swarmapp.com
[4] lnkd.in
[2] executivebiz.com
[2] nutritionjobs.com
[2] twitter.com
[1] moneymakingmommy.com
[1] unc.edu
[1] westat.com
[1] mailchi.mp
[1] javascriptjobs.net

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

Top Domains in Tweet in G5:
[4] twitter.com
[2] westat.com
[2] opressrc.org
[1] eseanetwork.org

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

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

Top Domains in Tweet in G9:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] eseaconference
[9] ces2019
[7] sree2019s
[6] sxswedu
[6] ecigs
[5] srnt2019
[4] beyondschoolhours
[4] transportationresearch
[3] childwelfare
[3] cmhconference



Top Hashtags in Tweet in G1:
[5] sxswedu
[4] srnt2019
[3] transportationresearch
[3] trbam
[3] cmhconference
[3] beyondschoolhours
[3] iabcatlanta
[2] eseaconference
[2] presidentsday
[2] childrensmentalhealth

Top Hashtags in Tweet in G2:
[2] aapor
[2] govcon
[1] happynewyear
[1] transportationresearch
[1] automatedvehicles
[1] eseaconference
[1] ces2019
[1] sxswedu
[1] srnt2019
[1] childhood

Top Hashtags in Tweet in G3:
[2] dietitians
[1] cmsqualcon19
[1] vanderbilt
[1] vuprojectsafe
[1] teachingjobs
[1] javascript
[1] javascriptjobs
[1] traffic
[1] njcommute

Top Hashtags in Tweet in G5:
[7] eseaconference
[1] educationequity
[1] westat

Top Hashtags in Tweet in G6:
[4] sree2019s
[1] research
[1] government
[1] housing

Top Hashtags in Tweet in G7:
[6] ecigs

Top Hashtags in Tweet in G8:
[1] 4specialeducation
[1] ncliischolars
[1] air

Top Hashtags in Tweet in G9:
[1] taws2019

Top Hashtags in Tweet in G10:
[2] inttse
[1] mass19

Top Words
Top Words in Tweet in Entire Graph:
[236] Words in Sentiment List#1: Positive
[49] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6224] Non-categorized Words
[6509] Total Words
[227] westat
[57] rockville
[48] s
[46] md
[43] ra

Top Words in Tweet in G1:
[54] westat
[25] s
[20] new
[16] re
[12] staff
[11] today
[10] conference
[10] one
[10] health
[9] t

Top Words in Tweet in G2:
[25] westat
[10] new
[7] s
[7] westatscott
[6] health
[6] forbes
[4] thrilled
[4] see
[4] included
[4] ranking

Top Words in Tweet in G3:
[57] westat
[46] md
[46] rockville
[43] ra
[3] time
[3] contract
[3] survey
[3] nationwide
[3] supported
[3] employment

Top Words in Tweet in G4:
[14] applications
[14] open
[14] dogtagbakery
[14] fellowship
[14] partnering
[14] georgetown
[14] program
[14] prepares
[14] military
[14] vets

Top Words in Tweet in G5:
[9] westat
[8] tom
[8] munk
[7] eseaconference
[5] access
[5] session
[5] success
[5] gaps
[5] kansas
[5] s

Top Words in Tweet in G6:
[9] government
[9] research
[8] great
[5] westat
[5] abtassociates
[5] lives
[4] deciding
[4] sree2019s
[4] go
[4] lunch

Top Words in Tweet in G7:
[6] jnci_now
[6] ecigs
[6] youth
[6] smoking
[5] aiims1742
[5] important
[5] paper
[5] impact
[5] 12
[5] 17y

Top Words in Tweet in G8:
[3] great
[3] ed_sped_rehab
[3] casecec
[3] westat
[2] policy
[2] ncliilearning
[2] aera_edresearch
[2] webinar
[2] air
[2] wested

Top Words in Tweet in G9:
[13] westat
[12] nasdtec
[8] bldmp
[5] sarojawarner
[5] sharing
[5] ccsso
[4] discussing
[4] diversity
[4] culturally
[4] responsive

Top Words in Tweet in G10:
[11] westat
[9] interviewers
[9] feedback
[6] use
[5] brad
[5] edwards
[5] presenting
[5] benefits
[5] providing
[5] rapid

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] rockville,md
[43] westat,ra
[43] ra,rockville
[14] applications,open
[14] open,dogtagbakery
[14] dogtagbakery,fellowship
[14] fellowship,partnering
[14] partnering,georgetown
[14] georgetown,program
[14] program,prepares

Top Word Pairs in Tweet in G1:
[8] don,t
[8] jeri,mulrow
[7] t,miss
[6] check,out
[6] congratulations,jeri
[6] mulrow,new
[6] new,position
[6] position,westat
[6] westat,gratitude
[5] purchased,new

Top Word Pairs in Tweet in G2:
[4] thrilled,see
[4] see,westat
[4] westat,included
[4] included,forbes
[4] forbes,ranking
[4] ranking,america
[4] america,s
[4] s,best
[4] best,employers
[4] employers,diversity

Top Word Pairs in Tweet in G3:
[45] rockville,md
[43] westat,ra
[43] ra,rockville
[3] supported,employment
[2] westat,gets
[2] gets,94m
[2] 94m,contract
[2] contract,help
[2] help,education
[2] education,dept

Top Word Pairs in Tweet in G4:
[14] applications,open
[14] open,dogtagbakery
[14] dogtagbakery,fellowship
[14] fellowship,partnering
[14] partnering,georgetown
[14] georgetown,program
[14] program,prepares
[14] prepares,military
[14] military,vets
[13] scoutcomms,applications

Top Word Pairs in Tweet in G5:
[8] tom,munk
[5] success,gaps
[4] people,need
[4] need,access
[4] access,health
[4] health,food
[4] food,services
[4] services,single
[4] single,place
[4] place,time

Top Word Pairs in Tweet in G6:
[4] deciding,sree2019s
[4] sree2019s,go
[4] go,lunch
[4] lunch,suggest
[4] suggest,learning
[4] learning,inference
[4] inference,population
[4] government,research
[4] research,improves
[4] improves,lives

Top Word Pairs in Tweet in G7:
[5] important,jnci_now
[5] jnci_now,paper
[5] paper,impact
[5] impact,ecigs
[5] ecigs,youth
[5] youth,12
[5] 12,17y
[5] 17y,subsequent
[5] subsequent,smoking
[5] smoking,uptake

Top Word Pairs in Tweet in G8:
[2] casecec,aera_edresearch

Top Word Pairs in Tweet in G9:
[8] nasdtec,westat
[5] sarojawarner,sharing
[4] discussing,diversity
[4] diversity,culturally
[4] culturally,responsive
[4] responsive,teaching
[4] teaching,matters
[4] matters,3
[4] 3,amazing
[4] amazing,colleagues

Top Word Pairs in Tweet in G10:
[5] brad,edwards
[5] edwards,westat
[5] westat,presenting
[5] presenting,benefits
[5] benefits,providing
[5] providing,interviewers
[5] interviewers,rapid
[5] rapid,feedback
[5] feedback,performance
[4] jerrytimbrook,brad

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@westat
@dogtagbakery
@georgetown
@scoutcomms
@nasdtec
@bldmp
@rickhuey
@forbes
@scpetty
@mathpolresearch

Top Mentioned in G1:
@westat
@scpetty
@asa_scipol
@cdcgov
@sxswedu
@foundations_inc
@philaworks
@aecfnews
@cocacola
@red

Top Mentioned in G2:
@westat
@forbes
@westatscott
@bls_gov
@dkwpublichealth
@usedgov
@washstat
@rickhuey
@m
@bradytwest

Top Mentioned in G4:
@dogtagbakery
@georgetown
@scoutcomms
@westat

Top Mentioned in G5:
@westat
@mathpolresearch
@ideadatacenter
@niehs
@esea_network
@recs_opre
@acfhhs
@hudgov

Top Mentioned in G6:
@westat
@abtassociates
@thelab_dc
@fitzedpolicy
@s
@dahancw
@stats_tipton
@jepusto
@viviancwong1
@charlesmacarth4

Top Mentioned in G7:
@jnci_now
@aiims1742
@westa
@westat
@us_fda
@thenci
@nidanews
@johnshopkinssph

Top Mentioned in G8:
@ed_sped_rehab
@casecec
@ncliilearning
@aera_edresearch
@westat
@cecdresearch
@cecmembership
@ncldorg
@wested
@education_air

Top Mentioned in G9:
@westat
@nasdtec
@bldmp
@sarojawarner
@ccsso
@jamaalabowman
@na

Top Mentioned in G10:
@westat
@jerrytimbrook
@bradytwest
@dremilygilbert
@brad1723

Top Tweeters
Top Tweeters in Entire Graph:
@sws_edu
@cocacola
@forbes
@thehipposhoe
@tracyreneejones
@kellyland_mmm
@milhomelife
@militarytimes
@ucedaenglish
@commutinglarry

Top Tweeters in G1:
@cocacola
@gwynethjones
@cdcgov
@publichealth
@aecfnews
@red
@hivgov
@ericagroshen
@asanews
@griverorz

Top Tweeters in G2:
@forbes
@executivebiz
@unc
@bradleysaull
@telemundo44
@usedgov
@alize55
@appam_dc
@dkwpublichealth
@bls_gov

Top Tweeters in G3:
@kellyland_mmm
@ucedaenglish
@commutinglarry
@worldwidejs
@dukeandcatshow
@edujobsite
@kierduros
@nutritionjobs
@licordare
@oswarthout

Top Tweeters in G4:
@milhomelife
@ambrabe
@scoutcomms
@talkwithheroes
@randi_vet
@georgetown
@dolefoundation
@mchenrygmail
@debseymour51
@barrettbogue

Top Tweeters in G5:
@sws_edu
@mathpolresearch
@acfhhs
@opre_ssrc
@niehs
@recs_opre
@ideadatacenter
@chiaravara
@keymedium
@esea_network

Top Tweeters in G6:
@faryus88
@misspdw
@abtassociates
@hudgov
@jepusto
@abtkathleen
@thelab_dc
@dahancw
@stats_tipton
@fitzedpolicy

Top Tweeters in G7:
@johnshopkinssph
@thenci
@aiims1742
@us_fda
@nidanews
@eladsharonmd
@jnci_now
@shaalanbeg
@cian_o_leary
@shlomokoyfmanmd

Top Tweeters in G8:
@cecmembership
@aera_edresearch
@education_air
@wested
@ed_sped_rehab
@thencii
@casecec
@ncldorg
@betsytalbott1
@cecdresearch

Top Tweeters in G9:
@tracyreneejones
@cjacksonj13
@ccsso
@na
@sarojawarner
@bldmp
@nasdtec
@jamaalabowman
@nasdtecmike
@maccwested

Top Tweeters in G10:
@roryfitzess
@gerrynicolaas
@bradytwest
@109deb
@lybergl
@cernat_a
@dremilygilbert
@brad1723
@jerrytimbrook