westat, Twitter, 1/16/2019 8:12:19 PM, 182195


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westat_2019-01-16_09-26-41.xlsx
westat_2019-01-16_09-26-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2019
Short Description:
westat via NodeXL http://bit.ly/2TSBst1
@westat
@nascop
@surgeonretina
@econurosario
@goodfirms
@ghettoradio895
@actionaidng
@thencii
@opre_ssrc
@hellenwilliam8

Top hashtags:
#apha2018
#kenphia
#wakatinisasa
#2018appam
#eval18
#ces2019
#thetimeisnow
#aphaplay2018

Description:
Description
The graph represents a network of 380 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, 16 January 2019 at 17:26 UTC.

The requested start date was Wednesday, 16 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 75-day, 19-hour, 14-minute period from Thursday, 01 November 2018 at 01:41 UTC to Tuesday, 15 January 2019 at 20:55 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 : 380
Unique Edges : 632
Edges With Duplicates : 364
Total Edges : 996
Number of Edge Types : 3
Mentions : 823
Tweet : 139
Replies to : 34
Self-Loops : 139
Reciprocated Vertex Pair Ratio : 0.0655226209048362
Reciprocated Edge Ratio : 0.12298682284041
Connected Components : 47
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 309
Maximum Edges in a Connected Component : 885
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.924494
Graph Density : 0.00474239688932093
Modularity : 0.524527
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.westat.com/sites/default/files/APHA_2018_Presentation.pdf
[6] https://www.westat.com/sites/default/files/APPAM2018_Presentation_List.pdf
[3] https://blog.executivebiz.com/2019/01/westat-gets-94m-contract-to-help-education-dept-conduct-early-childhood-longitudinal-studies/
[2] https://www.westat.com/articles/david-marker-elected-fellow-american-association-advancement-science-aaas
[2] https://www.westat.com/articles/westat-supports-2019-transportation-research-board-trb-conference
[2] https://www.westat.com/articles/westat-named-rockville-chamber-commerce-large-business-year-0
[2] https://www.westat.com/focus-area/education
[2] https://apha.confex.com/apha/2018/meetingapp.cgi/Day/2018-11-12
[1] https://westat.webex.com/westat/onstage/g.php?MTID=e048abfc02fee1016ca5f093cfa840f36
[1] https://www.surveymonkey.com/r/Perspectives-1-17-19

Top URLs in Tweet in G1:
[8] https://www.westat.com/sites/default/files/APHA_2018_Presentation.pdf
[5] https://www.westat.com/sites/default/files/APPAM2018_Presentation_List.pdf
[2] https://apha.confex.com/apha/2018/meetingapp.cgi/Day/2018-11-12
[2] https://www.westat.com/focus-area/education
[2] https://www.westat.com/articles/westat-supports-2019-transportation-research-board-trb-conference
[2] https://www.westat.com/articles/westat-named-rockville-chamber-commerce-large-business-year-0
[2] https://www.westat.com/articles/david-marker-elected-fellow-american-association-advancement-science-aaas
[1] https://westat.webex.com/westat/onstage/g.php?MTID=e048abfc02fee1016ca5f093cfa840f36
[1] https://www.westat.com/sites/default/files/AEA_Presentation.pdf
[1] https://www.evaluationconference.org/e/in/eid=33&s=7508&req=info

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1062409396859400198
[1] https://twitter.com/i/web/status/1062920627437424641
[1] https://www.nascop.or.ke/KENPHIA/?page_id=34
[1] https://twitter.com/i/web/status/1070917067673526274
[1] https://twitter.com/GhettoRadio895/status/1065189596785455104
[1] https://twitter.com/i/web/status/1063488182648520711

Top URLs in Tweet in G3:
[1] http://www.newliturgicalmovement.org/2018/10/the-smoke-of-satan-enters-from-westat.html#disqus_thread
[1] http://www.thewayofbeauty.org/blog/2018/10/the-smoke-of-satan-enters-from-the-westat-our-invitation
[1] https://twitter.com/i/web/status/1062026018448441344
[1] https://twitter.com/i/web/status/1062092034142621700
[1] https://twitter.com/westat/status/1062118345229520896
[1] https://www.westat.com/project/innovation-next-momentos
[1] https://twitter.com/westat/status/1062438806790361088
[1] https://twitter.com/i/web/status/1063292859238006784
[1] https://www.instagram.com/p/BqaXD08hYfi/?utm_source=ig_twitter_share&igshid=13z4uz7lyocee
[1] https://twitter.com/i/web/status/1068668384731115523

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1067772565769342976

Top URLs in Tweet in G5:
[1] https://twitter.com/aaojournal/status/1060623372609040385

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1061073362712231936
[1] https://twitter.com/westat/status/1072602144384147456
[1] https://twitter.com/i/web/status/1060913104572375040
[1] https://twitter.com/i/web/status/1060710044575117312

Top URLs in Tweet in G7:
[1] https://www.opressrc.org/content/you-shall-not-pass-use-evaluation-tollgates-building-evidence-social-programs
[1] https://www.opressrc.org/content/teachers-education-classroom-quality-and-young-childrens-academic-skills-results-seven
[1] https://www.opressrc.org/content/prevalence-lead-based-paint-hazards-us-housing
[1] https://www.slideshare.net/atulbutte/atul-buttes-presentation-at-the-from-data-to-discovery-symposium-at-westat
[1] https://twitter.com/i/web/status/1061949237552910336
[1] https://twitter.com/i/web/status/1060996061710483462
[1] https://www.westat.com/sites/default/files/APPAM2018_Presentation_List.pdf

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1062519704261156868
[1] https://twitter.com/EasternEval/status/1062460485533097984
[1] https://twitter.com/i/web/status/1062489230331596805

Top URLs in Tweet in G9:
[1] https://qsrinternational.com/nvivo/enabling-research/the-new-nvivo/qualitative-research-on-sensitive-topics-webinar-f
[1] https://twitter.com/i/web/status/1062833820116901888
[1] https://twitter.com/i/web/status/1061844801115570176

Top URLs in Tweet in G10:
[1] http://www.urosario.edu.co/Eventos-UR/Facultad-de-Economia/Corrupcion-y-Big-Data-retos-y-oportunidades/
[1] https://twitter.com/i/web/status/1063542752355516422

Top Domains
Top Domains in Tweet in Entire Graph:
[70] twitter.com
[43] swarmapp.com
[33] westat.com
[10] confex.com
[5] lnkd.in
[4] executivebiz.com
[3] hiv.gov
[3] opressrc.org
[3] newliturgicalmovement.org
[2] nhtsa.gov

Top Domains in Tweet in G1:
[30] westat.com
[24] twitter.com
[10] confex.com
[3] hiv.gov
[2] cdc.gov
[2] accesstonutrition.org
[2] nhtsa.gov
[1] webex.com
[1] evaluationconference.org
[1] nahc.org

Top Domains in Tweet in G2:
[5] twitter.com
[1] or.ke

Top Domains in Tweet in G3:
[43] swarmapp.com
[11] twitter.com
[4] lnkd.in
[2] alljobsintheusa.com
[2] executivebiz.com
[1] newliturgicalmovement.org
[1] thewayofbeauty.org
[1] westat.com
[1] instagram.com
[1] remotejob.io

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

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

Top Domains in Tweet in G6:
[4] twitter.com

Top Domains in Tweet in G7:
[3] opressrc.org
[2] twitter.com
[1] slideshare.net
[1] westat.com

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

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

Top Domains in Tweet in G10:
[1] edu.co
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] apha2018
[35] kenphia
[17] wakatinisasa
[12] 2018appam
[11] eval18
[9] ces2019
[9] thetimeisnow
[9] aphaplay2018
[8] wednesdaywisdom
[8] timeisnow



Top Hashtags in Tweet in G1:
[31] apha2018
[11] 2018appam
[10] eval18
[5] healthequity
[5] worldaidsday
[4] hiv
[4] wad2018
[3] childwelfare
[3] trbam
[3] usnutritionindex

Top Hashtags in Tweet in G2:
[35] kenphia
[17] wakatinisasa
[9] thetimeisnow
[8] timeisnow
[3] hiv
[3] goteana
[1] niajeniaje
[1] brekko

Top Hashtags in Tweet in G3:
[6] apha2018
[2] aphaplay2018
[1] aphasandiego
[1] westat
[1] veteransday
[1] healthequity
[1] opioidcrisis
[1] healthcommunications
[1] bbh
[1] remotework

Top Hashtags in Tweet in G4:
[8] wednesdaywisdom
[1] finishingstrong

Top Hashtags in Tweet in G6:
[3] rockville
[1] altiimmune
[1] johnmarshallbank
[1] print1bethesda

Top Hashtags in Tweet in G7:
[4] datadriven
[4] nichd
[4] bigdata
[4] datasharing
[2] data2discovery
[1] childwelfare
[1] bioinformatics
[1] research
[1] 2018appam

Top Hashtags in Tweet in G8:
[4] eers19

Top Hashtags in Tweet in G9:
[6] apha2018
[4] aphaplay2018

Top Words
Top Words in Tweet in Entire Graph:
[405] Words in Sentiment List#1: Positive
[65] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7632] Non-categorized Words
[8102] Total Words
[287] westat
[53] rockville
[46] md
[43] ra
[43] apha2018

Top Words in Tweet in G1:
[123] westat
[35] paper
[31] apha2018
[30] s
[26] new
[25] sharing
[24] help
[23] t
[23] out
[21] one

Top Words in Tweet in G2:
[37] kenphia
[24] results
[18] nascop
[17] wakatinisasa
[17] moh_kenya
[17] globalfund
[16] confidential
[13] pepfar
[13] don
[13] t

Top Words in Tweet in G3:
[72] westat
[45] rockville
[45] md
[43] ra
[6] apha2018
[5] work
[4] great
[4] inc
[4] glad
[4] fresno

Top Words in Tweet in G4:
[22] actionaidng
[11] smile
[11] project
[8] wednesdaywisdom
[8] right
[8] now
[8] class
[8] park
[8] event
[8] center

Top Words in Tweet in G5:
[6] methodisthosp
[3] report
[3] irpatnih
[3] weillcornell
[3] wcmcpathology
[3] nyphospital
[3] westat
[3] bcmhouston
[2] surgeonretina
[2] mdan

Top Words in Tweet in G6:
[17] westat
[15] year
[13] chamberrock
[12] congrats
[10] thank
[9] award
[8] stepstonesmd
[7] rockville
[7] winners
[7] santospostal

Top Words in Tweet in G7:
[10] westat
[10] atulbutte
[5] presentation
[5] research
[4] nichd_nih
[4] datadriven
[4] recent
[4] talk
[4] nichd
[4] adv

Top Words in Tweet in G8:
[8] easterneval
[7] knestis
[5] viaevaluation
[5] evaluate_wmu
[5] stelar_ctr
[5] edctweets
[5] westat
[5] hezelassociates
[4] kavitamna
[4] eers19

Top Words in Tweet in G9:
[9] westat
[6] aphaannualmtg
[6] apha2018
[5] research
[5] abtassociates
[4] sponsors
[4] aphaplay2018
[3] miss
[3] panel
[3] discussion

Top Words in Tweet in G10:
[11] econurosario
[10] trabajo
[9] big
[9] data
[8] griverorz
[8] corrupción
[8] porque
[8] revolución
[8] debe
[8] facilitar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] rockville,md
[43] westat,ra
[43] ra,rockville
[22] don,t
[16] such,success
[16] success,sharing
[16] sharing,one
[16] one,paper
[16] paper,t
[16] t,help

Top Word Pairs in Tweet in G1:
[16] such,success
[16] success,sharing
[16] sharing,one
[16] one,paper
[16] paper,t
[16] t,help
[16] help,share
[16] share,another
[16] another,rob
[16] rob,olsen

Top Word Pairs in Tweet in G2:
[16] confidential,kenphia
[13] don,t
[12] moh_kenya,pepfar
[12] usiworry,results
[12] results,zako
[12] zako,ni
[12] ni,siri
[12] t,worry
[12] worry,results
[12] results,confidential

Top Word Pairs in Tweet in G3:
[45] rockville,md
[43] westat,ra
[43] ra,rockville
[4] westat,inc
[2] apha2018,westat
[2] westat,opioid
[2] opioid,poster
[2] poster,success
[2] success,lots
[2] lots,questions

Top Word Pairs in Tweet in G4:
[10] smile,project
[8] wednesdaywisdom,right
[8] right,now
[8] now,actionaidng
[8] actionaidng,class
[8] class,park
[8] park,event
[8] event,center
[8] center,wuse
[8] wuse,ii

Top Word Pairs in Tweet in G5:
[3] report,irpatnih
[3] irpatnih,methodisthosp
[3] methodisthosp,weillcornell
[3] weillcornell,wcmcpathology
[3] wcmcpathology,nyphospital
[3] nyphospital,westat
[3] westat,methodisthosp
[3] methodisthosp,bcmhouston
[2] surgeonretina,report
[2] bcmhouston,mdan

Top Word Pairs in Tweet in G6:
[6] non,profit
[6] profit,year
[6] business,year
[5] black,white
[5] white,ball
[5] thank,chamberrock
[5] chamberrock,awarding
[5] awarding,stepping
[5] stepping,stones
[5] stones,non

Top Word Pairs in Tweet in G7:
[4] datadriven,recent
[4] recent,talk
[4] talk,nichd
[4] nichd,adv
[4] adv,council
[4] council,member
[4] member,atulbutte
[4] atulbutte,highlights
[4] highlights,importance
[4] importance,bigdata

Top Word Pairs in Tweet in G8:
[7] knestis,easterneval
[5] evaluate_wmu,stelar_ctr
[5] stelar_ctr,edctweets
[5] edctweets,westat
[5] westat,hezelassociates
[4] easterneval,viaevaluation
[4] viaevaluation,kavitamna
[4] kavitamna,evaluate_wmu
[4] easterneval,eers19
[4] eers19,proposal

Top Word Pairs in Tweet in G9:
[4] apha2018,abtassociates
[3] miss,panel
[3] panel,discussion
[3] discussion,best
[3] best,practices
[3] practices,qual
[3] qual,research
[3] research,sensitive
[3] sensitive,issues
[3] issues,researchers

Top Word Pairs in Tweet in G10:
[9] big,data
[8] porque,revolución
[8] revolución,big
[8] data,debe
[8] debe,facilitar
[8] facilitar,trabajo
[8] trabajo,entidades
[8] entidades,auditoría
[8] auditoría,control
[8] control,esperamos

Top Replied-To
Top Replied-To in Entire Graph:
@westat
@knestis
@cjacksonj13
@actionaidng
@nascop
@chandriatalks
@militarytimes
@bldmp
@annemariemcdan
@reaganbattalion

Top Replied-To in G1:
@westat
@cjacksonj13
@chandriatalks
@dkwpublichealth
@bldmp
@oookaudio
@pendragwn
@westatscott

Top Replied-To in G2:
@nascop
@icap_columbiau

Top Replied-To in G4:
@actionaidng

Top Replied-To in G8:
@knestis

Top Replied-To in G10:
@jagallegod

Top Mentioned
Top Mentioned in Entire Graph:
@westat
@chamberrock
@moh_kenya
@globalfund
@nascop
@stats_tipton
@bldmp
@nasdtec
@pepfar
@usaidkenya

Top Mentioned in G1:
@westat
@stats_tipton
@bldmp
@nasdtec
@chamberrock
@publichealth
@identityyouthmd
@saberespoder
@chandriatalks
@westatscott

Top Mentioned in G2:
@moh_kenya
@globalfund
@nascop
@pepfar
@usaidkenya
@cdckenya
@usembassykenya
@ncpd_kenya
@nacc_kenya
@kemri_kenya

Top Mentioned in G4:
@actionaidng
@catholicrelief
@westat
@vivian_ebassey
@guardiannigeria
@coretvnewsng
@dailypostngr
@rhythm947abuja
@japinitiative
@notsemaye

Top Mentioned in G5:
@irpatnih
@methodisthosp
@weillcornell
@wcmcpathology
@nyphospital
@westat
@bcmhouston
@surgeonretina
@mdan
@mdandersonnews

Top Mentioned in G6:
@westat
@chamberrock
@stepstonesmd
@santospostal
@barkenlaw
@io_rockvilledc
@montgomerycoll
@rockvilleredi
@blueteamsusan
@think_moco

Top Mentioned in G7:
@atulbutte
@westat
@nichd_nih
@lgcuervoamore
@recs_opre
@acfhhs
@mathpolresearch
@rti_intl
@iesresearch
@niehs

Top Mentioned in G8:
@easterneval
@viaevaluation
@evaluate_wmu
@stelar_ctr
@edctweets
@westat
@hezelassociates
@kavitamna
@inciterhq
@aeaamp

Top Mentioned in G9:
@westat
@aphaannualmtg
@abtassociates
@iqsolutions
@silvanagregorio
@caringcrowd
@thelewingroup
@rti_intl
@nvivobyqsr

Top Mentioned in G10:
@econurosario
@griverorz
@westat
@jagallegod
@cefe_urosario
@epa_econur
@urosario

Top Tweeters
Top Tweeters in Entire Graph:
@ghettoradio895
@gis_sharer
@vanguardngrnews
@dailypostngr
@cocacola
@saludhealthinfo
@kigwajoan
@guardiannigeria
@ayirpelle
@thehipposhoe

Top Tweeters in G1:
@gis_sharer
@cocacola
@tracyreneejones
@washingtonian
@knowledgeall
@jamaalabowman
@maibennett
@cdcgov
@wwp
@phreephood

Top Tweeters in G2:
@ghettoradio895
@kigwajoan
@bennytothedj
@who
@usembassykenya
@wanjikumugane
@kenyagovernors
@pepfar
@unaids
@usaidkenya

Top Tweeters in G3:
@kellyland_mmm
@jtcarden
@ucedaenglish
@ipcountry
@jobsfresno1
@alize55
@kierduros
@reginamagonline
@licordare
@wokeeth

Top Tweeters in G4:
@vanguardngrnews
@dailypostngr
@guardiannigeria
@rhythm947abuja
@coretvnewsng
@somto_ugwu
@catholicrelief
@devreporters
@actionaidng
@smileproject

Top Tweeters in G5:
@bcmhouston
@methodisthosp
@mdandersonnews
@nyphospital
@surgeonretina
@texaschildrens
@childrenshealth
@irpatnih
@childrensmn
@mariamtzc

Top Tweeters in G6:
@montgomerycoll
@suzannescheerrj
@judycostello
@ste
@rockvilleredi
@think_moco
@mstockbridgelaw
@santospostal
@blueteamsusan
@lauramalinowski

Top Tweeters in G7:
@ayirpelle
@monitor_ph
@jselanikio
@atulbutte
@nyonenyone
@hudgov
@mathpolresearch
@nichd_nih
@iesresearch
@socialibriumm

Top Tweeters in G8:
@edctweets
@sheilabrobinson
@siobhan_eval
@inciterhq
@stelar_ctr
@torresmelli
@kavitamna
@easterneval
@viaevaluation
@knestis

Top Tweeters in G9:
@saludhealthinfo
@misspdw
@abtassociates
@rti_intl
@aphaannualmtg
@iqsolutions
@nvivobyqsr
@melyxxa
@cassiejeng
@healthcommsoc

Top Tweeters in G10:
@juandgut
@urosario
@griverorz
@dianadajer
@juanmgallego1
@econurosario
@andreadpgp
@jcamporobledo
@angarita_astrid
@epa_econur


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