#DPH2019, Twitter, 11/25/2019 8:34:30 AM, 217229


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#DPH2019 Twitter NodeXL SNA Map and Report for Monday, 25 November 2019 at 08:32 UTC
#DPH2019 Twitter NodeXL SNA Map and Report for Monday, 25 November 2019 at 08:32 UTC
From:
scotpublichealth
Uploaded on:
November 25, 2019
Short Description:
#DPH2019 via NodeXL http://bit.ly/2OHUm56
@ucl_dphe
@itraineu
@pattykostkova
@euphacts
@epi_michael
@lienkie_d2
@ephconference
@antounkh
@aspheroffice
@therapybox

Top hashtags:
#dph2019
#eph2019
#digitalhealth
#publichealth
#ephconference
#digitalinnovation

Description:
Description
The graph represents a network of 217 Twitter users whose recent tweets contained "#DPH2019", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 25 November 2019 at 08:33 UTC.

The tweets in the network were tweeted over the 7-day, 22-hour, 8-minute period from Sunday, 17 November 2019 at 05:53 UTC to Monday, 25 November 2019 at 04:01 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 : 217
Unique Edges : 694
Edges With Duplicates : 903
Total Edges : 1597
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.142678347934919
Reciprocated Edge Ratio : 0.249726177437021
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 206
Maximum Edges in a Connected Component : 1583
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.599214
Graph Density : 0.0194785799624509
Modularity : 0.28587
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 217 Twitter users whose recent tweets contained "#DPH2019", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 25 November 2019 at 08:33 UTC.

The tweets in the network were tweeted over the 7-day, 22-hour, 8-minute period from Sunday, 17 November 2019 at 05:53 UTC to Monday, 25 November 2019 at 04:01 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #DPH2019
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://www.acm-digitalhealth.org/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217122
[4] https://www.aphea.be
[3] https://twitter.com/PattyKostkova/status/1197782950231912448
[2] https://play.google.com/store/apps/details?id=es.juntadeandalucia.msspa.appvacunas.android&hl=es
[2] https://twitter.com/itraineu/status/1198152628494098432
[2] https://twitter.com/UCL_dPHE/status/1197756395816456195
[2] https://twitter.com/UCL_dPHE/status/1196770434143997952
[2] https://twitter.com/JuanJRachadell/status/1197444050720350208
[1] https://twitter.com/ucl_dphe/status/1198259119041458178

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217122
[2] https://twitter.com/JuanJRachadell/status/1197444050720350208
[1] https://academic.oup.com/eurpub/issue/29/Supplement_3?fbclid=IwAR1PLnwh5ln5OAO8-bKcsF_E0sVQAcdPr2pFqPZIa3_CKBbN0eCjIY7AMk8
[1] https://drive.google.com/file/d/1FDBkP2GSZYvt3aXIXOVhy6hmjZQwpCWG/view
[1] https://ephconference.eu/digital-health-198
[1] https://www.aphea.be
[1] https://twitter.com/UCL_dPHE/status/1196770434143997952
[1] https://twitter.com/JuanJRachadell/status/1197882801594519554
[1] https://twitter.com/JuanJRachadell/status/1197433871245205504
[1] https://twitter.com/JuanJRachadell/status/1197435730609541120

Top URLs in Tweet in G2:
[3] https://www.acm-digitalhealth.org/
[2] https://www.aphea.be
[1] https://www.acm-digitalhealth.org/why-attend-dph-2019/
[1] https://twitter.com/deninorth/status/1197491689226723330
[1] https://twitter.com/juanjrachadell/status/1197433871245205504
[1] https://twitter.com/TherapyBox/status/1197522706314530817
[1] https://www.acm-digitalhealth.org/dph-2019-innovation-prize/disrupting-the-clinical-pathway-by-providing-predictive-patient-health-information-clinicians-do-not-have/
[1] https://twitter.com/ucl_dphe/status/1197416346969137152
[1] https://twitter.com/christophelerat/status/1197504346868633600
[1] https://www.acm-digitalhealth.org/daily-agenda/plenary2/

Top URLs in Tweet in G3:
[2] https://play.google.com/store/apps/details?id=es.juntadeandalucia.msspa.appvacunas.android&hl=es
[2] https://twitter.com/itraineu/status/1198152628494098432
[1] https://www.acm-digitalhealth.org/
[1] https://twitter.com/ucl_dphe/status/1198259119041458178
[1] https://academic.oup.com/eurpub/issue/29/Supplement_3
[1] https://twitter.com/juanjrachadell/status/1198228880919846916
[1] https://twitter.com/ASPHERoffice/status/1197068107052986368
[1] https://www.acm-digitalhealth.org/daily-agenda/dph-e-posters-and-demos/
[1] https://twitter.com/Pandemos_eu/status/1195385964916617216
[1] https://twitter.com/ucl_dphe/status/1197832521821642752

Top URLs in Tweet in G4:
[2] https://twitter.com/UCL_dPHE/status/1197756395816456195
[1] https://r4epis.netlify.com
[1] https://www.aphea.be
[1] https://twitter.com/UCL_dPHE/status/1196770434143997952
[1] https://www.acm-digitalhealth.org/
[1] https://twitter.com/Christina_D_S/status/1197795303467995137
[1] https://twitter.com/deea_tweet/status/1197792686339702784
[1] https://twitter.com/iTrainEU/status/1197068321713278976
[1] https://twitter.com/UCL_dPHE/status/1198149163738898437
[1] https://www.isi.it/en/news-events/isi-foundation-joins-the-dph19-international-digital-public-health-conference-in-marseille

Top URLs in Tweet in G5:
[1] https://twitter.com/K_RobertsTweets/status/1197140833524428800
[1] https://twitter.com/iTrainEU/status/1197085324272447488
[1] https://twitter.com/UCL_dPHE/status/1197788414663446528

Top URLs in Tweet in G6:
[1] https://twitter.com/UCL_dPHE/status/1197636548742799364
[1] https://twitter.com/pauljbelcher/status/1197807439283998720
[1] https://twitter.com/giraudsylvain/status/1197854535525523456
[1] https://twitter.com/PattyKostkova/status/1197782950231912448

Top URLs in Tweet in G7:
[1] https://ephconference.eu

Top URLs in Tweet in G8:
[1] https://twitter.com/toreachEU/status/1197826885956329472
[1] https://arxiv.org/abs/1902.10260
[1] https://twitter.com/UCL_dPHE/status/1197791157742440450

Top URLs in Tweet in G9:
[1] https://twitter.com/eenlondon/status/1197640000038457345
[1] https://www.acm-digitalhealth.org/daily-agenda/dph-2019-innovation-prize/

Top Domains
Top Domains in Tweet in Entire Graph:
[53] twitter.com
[19] acm-digitalhealth.org
[5] nodexlgraphgallery.org
[4] aphea.be
[3] google.com
[2] oup.com
[2] ephconference.eu
[1] b2match.io
[1] isi.it
[1] arxiv.org

Top Domains in Tweet in G1:
[15] twitter.com
[5] nodexlgraphgallery.org
[1] oup.com
[1] google.com
[1] ephconference.eu
[1] aphea.be

Top Domains in Tweet in G2:
[15] acm-digitalhealth.org
[12] twitter.com
[2] aphea.be
[1] b2match.io

Top Domains in Tweet in G3:
[9] twitter.com
[2] acm-digitalhealth.org
[2] google.com
[1] oup.com

Top Domains in Tweet in G4:
[7] twitter.com
[1] netlify.com
[1] aphea.be
[1] acm-digitalhealth.org
[1] isi.it
[1] acm.org

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

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

Top Domains in Tweet in G7:
[1] ephconference.eu

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

Top Domains in Tweet in G9:
[1] twitter.com
[1] acm-digitalhealth.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[415] dph2019
[131] eph2019
[88] digitalhealth
[54] publichealth
[48] ephconference
[19] digitalinnovation
[19] innovationprize
[17] vaccination
[17] ephfellow
[14] data



Top Hashtags in Tweet in G1:
[77] dph2019
[49] eph2019
[14] digitalhealth
[6] antivaxxers
[5] thisispublichealth
[5] dhisseph
[4] euphaateph2019
[3] publichealth
[3] tiph2019
[3] migrant

Top Hashtags in Tweet in G2:
[115] dph2019
[46] digitalhealth
[37] ephconference
[32] publichealth
[24] eph2019
[15] innovationprize
[15] digitalinnovation
[7] digitalpublichealth
[6] innovation
[5] data

Top Hashtags in Tweet in G3:
[95] dph2019
[21] eph2019
[15] ephfellow
[10] vaccination
[9] digitalhealth
[8] publichealth
[8] games
[5] gadsa
[4] pneumococcal
[4] adults

Top Hashtags in Tweet in G4:
[62] dph2019
[14] digitalhealth
[9] flusurveillance
[8] data
[7] publichealth
[7] ephconference
[7] eph2019
[6] epidemiologist
[5] r
[5] analytics

Top Hashtags in Tweet in G5:
[34] dph2019
[9] ucl_dphe
[9] eph2019
[3] innovationprize
[2] digitalhealth
[2] marseille
[1] digitaltech
[1] ebola
[1] zika
[1] zikavirus

Top Hashtags in Tweet in G6:
[23] dph2019
[19] eph2019
[9] postapriority
[7] bigdata
[3] ethics
[2] digital
[2] humanitarian
[2] healthsystems
[2] ai
[2] ethical

Top Hashtags in Tweet in G7:
[2] dph2019
[1] emmy
[1] ungno

Top Hashtags in Tweet in G8:
[4] dph2019
[2] digitalhealth
[2] eph2019
[1] publichealth

Top Hashtags in Tweet in G9:
[3] dph2019
[3] publichealth
[2] digitaltransformation
[1] digital

Top Words
Top Words in Tweet in Entire Graph:
[735] Words in Sentiment List#1: Positive
[129] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13849] Non-categorized Words
[14713] Total Words
[564] #dph2019
[235] #eph2019
[182] health
[170] #digitalhealth
[143] ucl_dphe

Top Words in Tweet in G1:
[121] #dph2019
[81] #eph2019
[64] health
[50] aspheroffice
[43] digital
[38] ephconference
[32] #digitalhealth
[31] euphacts
[30] ucl_dphe
[20] tiph_europe

Top Words in Tweet in G2:
[130] #dph2019
[65] #digitalhealth
[47] #publichealth
[44] #ephconference
[40] ucl_dphe
[37] #eph2019
[25] #digitalinnovation
[23] session
[22] best
[22] ephconference

Top Words in Tweet in G3:
[115] #dph2019
[47] health
[35] #eph2019
[24] ucl_dphe
[24] #ephfellow
[21] digital
[20] public
[19] data
[19] session
[18] apps

Top Words in Tweet in G4:
[108] #dph2019
[44] #digitalhealth
[38] #eph2019
[36] #publichealth
[31] danielapaolotti
[27] ucl_dphe
[25] health
[24] data
[24] epi_michael
[22] isi_fondazione

Top Words in Tweet in G5:
[48] #dph2019
[22] best
[21] #eph2019
[17] britishredcross
[17] poster
[13] amusah11
[13] themissingmaps
[13] thank
[13] ucl_dphe
[12] aspheroffice

Top Words in Tweet in G6:
[27] #dph2019
[21] #eph2019
[15] great
[15] health
[11] time
[9] ucl_dphe
[9] having
[9] priority
[9] decolonise
[9] global

Top Words in Tweet in G7:
[8] på
[8] #dph2019
[4] sintef
[4] digital
[4] avd
[4] helse
[4] er
[4] denne
[4] uka
[4] representert

Top Words in Tweet in G8:
[4] #dph2019
[3] paper
[2] #digitalhealth
[2] #eph2019

Top Words in Tweet in G9:
[3] #dph2019
[3] innovation
[3] projects
[3] #publichealth
[2] thrilled
[2] part
[2] prize's
[2] jury
[2] potential
[2] #digitaltransformation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[101] #dph2019,#eph2019
[60] #eph2019,#dph2019
[57] public,health
[37] digital,health
[32] #digitalhealth,#publichealth
[31] ucl_dphe,#dph2019
[30] #publichealth,#digitalhealth
[27] young,researchers
[23] #dph2019,#ephconference
[22] innovation,prize

Top Word Pairs in Tweet in G1:
[29] #eph2019,#dph2019
[29] digital,health
[18] #dph2019,#eph2019
[18] public,health
[14] ephconference,euphacts
[14] euphacts,sfspasso
[14] #euphaateph2019,#dph2019
[12] young,researchers
[12] #eph2019,#euphaateph2019
[11] aspheroffice,#eph2019

Top Word Pairs in Tweet in G2:
[16] #digitalhealth,#publichealth
[13] #dph2019,#eph2019
[13] #dph2019,#innovationprize
[12] plenary,session
[10] #publichealth,#digitalhealth
[10] best,partnership
[9] best,data
[9] data,driven
[9] innovation,prize
[9] xipei,ren

Top Word Pairs in Tweet in G3:
[18] #dph2019,#eph2019
[17] public,health
[12] #eph2019,#dph2019
[12] #eph2019,#ephfellow
[8] risk,groups
[8] digital,public
[8] #dph2019,#ephfellow
[7] #dph2019,ucl_dphe
[7] georgiana,birjovanu
[7] posters,demos

Top Word Pairs in Tweet in G4:
[23] #dph2019,#eph2019
[18] danielapaolotti,isi_fondazione
[12] #publichealth,#digitalhealth
[11] #dph2019,#ephconference
[11] #digitalhealth,#publichealth
[9] chaired,epi_michael
[9] daniela,paolotti
[9] paolotti,danielapaolotti
[9] isi_fondazione,explaining
[9] explaining,#flusurveillance

Top Word Pairs in Tweet in G5:
[14] #dph2019,#eph2019
[12] best,poster
[11] britishredcross,msf_uk
[10] young,researchers
[10] ehesp,ereperes
[9] using,digital
[9] digital,tools
[9] tools,maps
[9] maps,stop
[9] stop,female

Top Word Pairs in Tweet in G6:
[13] #dph2019,#eph2019
[11] time,#dph2019
[9] having,great
[9] great,time
[9] #eph2019,priority
[9] priority,decolonise
[9] decolonise,global
[9] global,health
[9] health,#postapriority
[9] #postapriority,springernature

Top Word Pairs in Tweet in G7:
[4] sintef,digital
[4] digital,avd
[4] avd,helse
[4] helse,er
[4] er,denne
[4] denne,uka
[4] uka,representert
[4] representert,på
[4] på,european
[4] european,public

Top Word Pairs in Tweet in G8:
[2] #dph2019,#eph2019

Top Word Pairs in Tweet in G9:
[3] #dph2019,innovation
[2] thrilled,part
[2] part,#dph2019
[2] innovation,prize's
[2] prize's,jury
[2] jury,potential
[2] potential,#digitaltransformation
[2] #digitaltransformation,applied
[2] applied,#publichealth
[2] #publichealth,huge

Top Replied-To
Top Replied-To in Entire Graph:
@pattykostkova
@ushahmd
@who_europe
@ricmexia
@ucl_dphe
@ehesp
@drcaroline_wood
@amusah11
@onicioneto
@marcelloienca

Top Replied-To in G1:
@who_europe
@natasha_azzmus

Top Replied-To in G2:
@amusah11
@pattykostkova
@helilaarmann
@ushahmd
@onicioneto
@ucl_dphe
@drcaroline_wood
@eenlondon

Top Replied-To in G3:
@pattykostkova
@ricmexia
@drcaroline_wood
@deea_tweet

Top Replied-To in G4:
@ushahmd
@ammer_b
@ucl_dphe
@who_europe
@amusah11
@pattykostkova
@isi_fondazione
@joabr
@ricmexia
@epitrack

Top Replied-To in G5:
@ehesp
@amusah11
@drcaroline_wood

Top Replied-To in G6:
@marcelloienca
@pattykostkova

Top Mentioned
Top Mentioned in Entire Graph:
@ucl_dphe
@aspheroffice
@ephconference
@euphacts
@pattykostkova
@epi_michael
@danielapaolotti
@britishredcross
@uclirdr
@isi_fondazione

Top Mentioned in G1:
@aspheroffice
@ephconference
@euphacts
@ucl_dphe
@tiph_europe
@sfspasso
@wcph_official
@who_europe
@emmahonkala
@euphanxt

Top Mentioned in G2:
@ucl_dphe
@ephconference
@aspheroffice
@uclirdr
@euphacts
@therapybox
@pattykostkova
@univbordeaux
@britishredcross
@uclenterprise

Top Mentioned in G3:
@ucl_dphe
@ephconference
@pattykostkova
@drcaroline_wood
@kyriakikalimeri
@aspheroffice
@yelenamejova
@epi_michael
@fl0r14n4
@euphacts

Top Mentioned in G4:
@danielapaolotti
@epi_michael
@ucl_dphe
@isi_fondazione
@pattykostkova
@aspheroffice
@ephconference
@reconepi
@ammer_b
@influenzanet

Top Mentioned in G5:
@britishredcross
@themissingmaps
@ucl_dphe
@amusah11
@aspheroffice
@pattykostkova
@assoccartong
@ereperes
@msf_uk
@jachapman82

Top Mentioned in G6:
@ucl_dphe
@springernature
@ebiomedicine
@marcelloienca
@sudharam
@alainapril
@lienkie_d2
@ephconference
@euphacts
@euphanxt

Top Mentioned in G7:
@sintefdigital

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@caring_mobile
@mojamesapted
@nvsdata
@kmathan
@publichealthmap
@guahuc
@nemomnis
@hauwau_sb
@who

Top Tweeters in G1:
@publichealthmap
@nemomnis
@fedeaddiction
@gmacscotland
@alisonkmcc
@astaines
@carlofavaretti
@wricciardi
@who_europe
@doctorblooz

Top Tweeters in G2:
@caring_mobile
@nvsdata
@unocha
@sdgchangemakers
@msf
@ucllibraries
@tueindhoven
@sabmichnowicz
@frontiersin
@therapybox

Top Tweeters in G3:
@mojamesapted
@who
@seriousgames123
@unimelb
@lancasteruni
@swinburne
@golxdesign
@bakaburg1
@vicensantana
@eody_gr

Top Tweeters in G4:
@kmathan
@ushahmd
@phe_uk
@hcphtx
@aliciad3
@svscarpino
@publichealthbot
@carnby
@uomopena
@ciro

Top Tweeters in G5:
@hauwau_sb
@britishredcross
@aleradin9
@msf_uk
@themissingmaps
@ben_honan
@jachapman82
@ucl
@assoccartong
@tanzdevtrust

Top Tweeters in G6:
@chidambara09
@guahuc
@lizhoffmanbmc
@biomedcentral
@giraudsylvain
@springernature
@christina_d_s
@springerpbh
@ghwindow
@tradehabits2

Top Tweeters in G7:
@helseforsk
@jonkaspersen
@sintefdigital
@karinemonsen
@kristintha

Top Tweeters in G8:
@taslanous
@matthew_boyd
@lorenzodd3
@cah_favoriten

Top Tweeters in G9:
@pivotcloud
@jbgeissler