#ECDCAntibioticSurvey OR ecdc.europa.euennews-eventsnew-europe-wide-survey-healthcare-workers-perceptions-about-antibiotic-use-and, Twitter, 2/10/2019 10:11:50 PM, 186083


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#ECDCAntibioticSurvey OR ecdc.europa.euennews-eventsnew-europe-wide-survey-healthcare-workers-percep
#ECDCAntibioticSurvey OR ecdc.europa.euennews-eventsnew-europe-wide-survey-healthcare-workers-percep
From:
scotpublichealth
Uploaded on:
February 10, 2019
Short Description:
#ECDCAntibioticSurvey OR ecdc.europa.euennews-eventsnew-europe-wide-survey-healthcare-workers-perceptions-about-antibiotic-use-and via NodeXL http://bit.ly/2Dqbl6h
@ecdc_eu
@drdianeashiru
@phe_uk
@esno_web
@prangob
@worcsacutenhs
@niamrnetwork
@rakhi2382
@nhsbsolccg
@medmalinf

Top hasht

Description:
Description
The graph represents a network of 109 Twitter users whose recent tweets contained "#ECDCAntibioticSurvey OR ecdc.europa.euennews-eventsnew-europe-wide-survey-healthcare-workers-perceptions-about-antibiotic-use-and", 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 Sunday, 10 February 2019 at 21:16 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 17-minute period from Friday, 01 February 2019 at 07:07 UTC to Sunday, 10 February 2019 at 12:25 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 : 109
Unique Edges : 215
Edges With Duplicates : 31
Total Edges : 246
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.00934579439252336
Reciprocated Edge Ratio : 0.0185185185185185
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 231
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.398897
Graph Density : 0.018348623853211
Modularity : 0.482025
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H
[4] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H#
[4] https://ecdc.europa.eu/en/news-events/new-europe-wide-survey-healthcare-workers-perceptions-about-antibiotic-use-and
[2] https://twitter.com/vivax74/status/1090499716444573697
[2] https://twitter.com/PHE_uk/status/1089818111706976257
[2] http://resistenciaantibioticos.es/es/noticias/el-ecdc-lanza-una-encuesta-para-evaluar-el-conocimiento-de-los-profesionales-sanitarios
[2] https://twitter.com/SMHopkins/status/1090745019210887168
[2] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=98KJ4nl3H
[1] https://goo.gl/tzKE9G
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=92KJ496KH

Top URLs in Tweet in G1:
[3] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H
[1] https://twitter.com/SMHopkins/status/1090745019210887168
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=mlKJ5l35H
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=98KJ4nl3H
[1] https://twitter.com/vivax74/status/1090499716444573697
[1] https://twitter.com/THLorg/status/1090510515120599040
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=98KJ4nl3H#
[1] https://ecdc.europa.eu/en/news-events/new-europe-wide-survey-healthcare-workers-perceptions-about-antibiotic-use-and
[1] https://twitter.com/PHE_uk/status/1089818111706976257

Top URLs in Tweet in G2:
[2] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H
[2] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H#

Top URLs in Tweet in G3:
[2] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H
[2] http://resistenciaantibioticos.es/es/noticias/el-ecdc-lanza-una-encuesta-para-evaluar-el-conocimiento-de-los-profesionales-sanitarios
[1] https://ecdc.europa.eu/en/news-events/new-europe-wide-survey-healthcare-workers-perceptions-about-antibiotic-use-and
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=92KJ496KH
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=98KJ4nl3H
[1] https://twitter.com/ECDC_EU/status/1090298027712090112

Top URLs in Tweet in G4:
[2] https://ecdc.europa.eu/en/news-events/new-europe-wide-survey-healthcare-workers-perceptions-about-antibiotic-use-and
[1] https://twitter.com/EU_Health/status/1090636264443965441

Top URLs in Tweet in G5:
[2] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H#
[1] https://twitter.com/vivax74/status/1090499716444573697
[1] https://twitter.com/SMHopkins/status/1090745019210887168

Top URLs in Tweet in G6:
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=94KJ4m2MH#

Top URLs in Tweet in G7:
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H

Top URLs in Tweet in G9:
[1] https://twitter.com/PHE_uk/status/1089818111706976257

Top URLs in Tweet in G10:
[1] https://surveys.phe.org.uk/TakeSurvey.aspx?SurveyID=9lKJ5585H
[1] https://goo.gl/tzKE9G

Top Domains
Top Domains in Tweet in Entire Graph:
[19] org.uk
[9] twitter.com
[4] europa.eu
[2] resistenciaantibioticos.es
[1] goo.gl

Top Domains in Tweet in G1:
[6] org.uk
[4] twitter.com
[1] europa.eu

Top Domains in Tweet in G2:
[4] org.uk

Top Domains in Tweet in G3:
[4] org.uk
[2] resistenciaantibioticos.es
[1] europa.eu
[1] twitter.com

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

Top Domains in Tweet in G5:
[2] twitter.com
[2] org.uk

Top Domains in Tweet in G6:
[1] org.uk

Top Domains in Tweet in G7:
[1] org.uk

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

Top Domains in Tweet in G10:
[1] org.uk
[1] goo.gl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] ecdcantibioticsurvey
[28] healthcare
[24] antibiotics
[23] antibioticresistance
[11] resistenciaantibióticos
[4] enquête
[4] santé
[4] survey
[4] profesionalessanitarios
[4] euamraction



Top Hashtags in Tweet in G1:
[22] ecdcantibioticsurvey
[4] antibioticresistance
[2] antibiotics
[1] healthcare
[1] hoitotyö
[1] potilasturvallisuus
[1] infektioidentorjunta

Top Hashtags in Tweet in G2:
[16] antibiotics
[15] antibioticresistance
[13] healthcare
[6] ecdcantibioticsurvey
[1] keepantibioticsworking

Top Hashtags in Tweet in G3:
[11] resistenciaantibióticos
[9] ecdcantibioticsurvey
[6] healthcare
[4] enquête
[4] santé
[4] survey
[4] profesionalessanitarios
[2] antibiotics
[2] antibioticresistance
[2] cienciasdelasalud

Top Hashtags in Tweet in G4:
[8] healthcare
[5] ecdcantibioticsurvey
[4] euamraction
[4] antibiotics
[2] antibioticresistance
[1] innovation4amr
[1] euhealth

Top Hashtags in Tweet in G5:
[7] ecdcantibioticsurvey

Top Hashtags in Tweet in G6:
[1] ecdcantibioticsurvey

Top Hashtags in Tweet in G7:
[1] ecdcantibioticsurvey

Top Hashtags in Tweet in G8:
[1] ecdcantibioticsurvey

Top Hashtags in Tweet in G9:
[1] ecdcantibioticsurvey
[1] amr

Top Hashtags in Tweet in G10:
[2] ecdcantibioticsurvey
[1] keepantibioticsworking
[1] antibioticagebruik
[1] resistentie

Top Words
Top Words in Tweet in Entire Graph:
[62] Words in Sentiment List#1: Positive
[37] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3184] Non-categorized Words
[3283] Total Words
[118] healthcare
[112] ecdcantibioticsurvey
[77] survey
[75] workers
[72] knowledge

Top Words in Tweet in G1:
[29] ecdcantibioticsurvey
[18] healthcare
[14] survey
[13] please
[13] complete
[13] knowledge
[11] responses
[11] workers
[10] more
[9] everyone

Top Words in Tweet in G2:
[53] healthcare
[34] survey
[31] workers
[28] knowledge
[28] phe_uk
[28] ecdcantibioticsurvey
[23] launched
[17] antibiotics
[17] antibioticresistance
[17] help

Top Words in Tweet in G3:
[25] ecdcantibioticsurvey
[22] ecdc_eu
[16] survey
[15] healthcare
[15] workers
[12] l
[11] attitudes
[11] cuánto
[11] saben
[11] españoles

Top Words in Tweet in G4:
[15] healthcare
[9] ecdcantibioticsurvey
[6] euamraction
[6] gain
[6] better
[6] understanding
[6] workers'
[6] knowledge
[6] perceptions
[6] antibiotics

Top Words in Tweet in G5:
[9] ecdcantibioticsurvey
[8] healthcare
[8] 10
[7] phe_uk
[7] ecdc_eu
[7] knowledge
[6] workers
[6] attitudes
[6] take
[6] 000

Top Words in Tweet in G6:
[2] warme
[2] oproep
[2] aan
[2] gezondheidswerkers
[2] om
[2] volgende
[2] korte
[2] vragenlijst
[2] vullen
[2] peilt

Top Words in Tweet in G7:
[6] 10
[3] ecdc
[3] survey
[3] healthcare
[3] workers
[3] knowledge
[3] attitudes
[3] antibiotic
[3] use
[3] resistance

Top Words in Tweet in G8:
[3] m
[3] promoting
[3] survey
[3] healthcare
[3] workers
[3] knowledge
[3] attitudes
[3] antibiotic
[3] use
[3] resistance

Top Words in Tweet in G9:
[4] eu
[4] survey
[2] eea
[2] wide
[2] healthcare
[2] workers
[2] knowledge
[2] attitudes
[2] antibiotics
[2] antibiotic

Top Words in Tweet in G10:
[2] complete
[2] attitudes
[2] ecdcantibioticsurvey

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[75] healthcare,workers
[49] workers,knowledge
[37] knowledge,attitudes
[30] antibiotics,antibioticresistance
[29] knowledge,perceptions
[28] attitudes,antibiotic
[27] perceptions,antibiotics
[24] survey,healthcare
[21] use,resistance
[20] european,healthcare

Top Word Pairs in Tweet in G1:
[11] healthcare,workers
[9] workers,knowledge
[5] gt,2
[5] 2,700
[5] 700,responses
[5] responses,already
[5] already,ecdcantibioticsurvey
[5] ecdcantibioticsurvey,huge
[5] huge,thanks
[5] thanks,everyone

Top Word Pairs in Tweet in G2:
[31] healthcare,workers
[17] antibiotics,antibioticresistance
[16] workers,knowledge
[15] european,healthcare
[15] knowledge,perceptions
[15] perceptions,antibiotics
[15] phe_uk,healthcare
[15] taking,ecdcantibioticsurvey
[13] gain,understanding
[13] understanding,european

Top Word Pairs in Tweet in G3:
[15] healthcare,workers
[11] cuánto,saben
[11] españoles,sobre
[11] sobre,resistenciaantibióticos
[11] resistenciaantibióticos,trabajas
[11] trabajas,ámbito
[11] ámbito,sanitario
[11] sanitario,estudias
[11] estudias,cienciasdelasalud
[11] confirmarlo,contestando

Top Word Pairs in Tweet in G4:
[6] gain,better
[6] better,understanding
[6] understanding,healthcare
[6] healthcare,workers'
[6] workers',knowledge
[6] knowledge,perceptions
[6] perceptions,antibiotics
[6] antibiotics,antibioticresistance
[6] antibioticresistance,healthcare
[6] healthcare,worker

Top Word Pairs in Tweet in G5:
[6] phe_uk,ecdc_eu
[6] healthcare,workers
[6] workers,knowledge
[6] knowledge,attitudes
[6] 10,000
[6] 000,responses
[4] completed,recently
[4] recently,launched
[4] launched,ecdcantibioticsurvey
[4] ecdcantibioticsurvey,phe_uk

Top Word Pairs in Tweet in G6:
[2] warme,oproep
[2] oproep,aan
[2] aan,gezondheidswerkers
[2] gezondheidswerkers,om
[2] om,volgende
[2] volgende,korte
[2] korte,vragenlijst
[2] vragenlijst,vullen
[2] vullen,peilt
[2] peilt,naar

Top Word Pairs in Tweet in G7:
[3] ecdc,survey
[3] survey,healthcare
[3] healthcare,workers
[3] workers,knowledge
[3] knowledge,attitudes
[3] attitudes,antibiotic
[3] antibiotic,use
[3] use,resistance
[3] resistance,now
[3] now,live

Top Word Pairs in Tweet in G8:
[3] m,promoting
[3] promoting,survey
[3] survey,healthcare
[3] healthcare,workers
[3] workers,knowledge
[3] knowledge,attitudes
[3] attitudes,antibiotic
[3] antibiotic,use
[3] use,resistance
[3] resistance,ecdcantibioticsurvey

Top Word Pairs in Tweet in G9:
[2] eu,eea
[2] eea,wide
[2] wide,survey
[2] survey,healthcare
[2] healthcare,workers
[2] workers,knowledge
[2] knowledge,attitudes
[2] attitudes,antibiotics
[2] antibiotics,antibiotic
[2] antibiotic,resistance

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@phe_uk
@ecdc_eu
@prangob
@esno_web
@coteceurope
@eaad_eu
@sairaanhoitajat
@tehy_ry
@superliitto
@fionaro50974245

Top Mentioned in G1:
@ecdc_eu
@phe_uk
@publichealthni
@healthdpt
@pharmacyatqub
@ulsterunibiomed
@pattersonlynsey
@drdianeashiru
@fionaro50974245
@academynos

Top Mentioned in G2:
@phe_uk
@ecdc_eu

Top Mentioned in G3:
@ecdc_eu
@prangob
@phe_uk

Top Mentioned in G4:
@ecdc_eu
@phe_uk
@esno_web
@coteceurope
@eaad_eu

Top Mentioned in G5:
@phe_uk
@ecdc_eu

Top Mentioned in G6:
@krisvanhaecht
@jochencals

Top Tweeters
Top Tweeters in Entire Graph:
@naimiroayusti
@on_trauma
@kgapo
@nhsgrampian
@pedrogarralagaa
@neb_antib_news
@microblog_me_uk
@drmahendrapatel
@eu_health
@jonotter

Top Tweeters in G1:
@nhsgrampian
@microblog_me_uk
@drdianeashiru
@nhsbsolccg
@tehy_ry
@medtecheurope
@ulsterunibiomed
@elizabethpisani
@cppeengland
@healthdpt

Top Tweeters in G2:
@naimiroayusti
@on_trauma
@kgapo
@neb_antib_news
@jonotter
@phe_uk
@worcsacutenhs
@healthdevice
@estudioclinico
@noticias_reuma

Top Tweeters in G3:
@pedrogarralagaa
@semg_es
@albertofreper
@willy_martin43
@spmcontroler
@echerichiacoli
@davibellon
@ecdc_eu
@drkittymohan
@cynodegmi

Top Tweeters in G4:
@eu_health
@jtrenaal
@coteceurope
@healthfirsteu
@eaad_eu
@esno_web
@verkerk_j
@cphiv
@dornbuschhj

Top Tweeters in G5:
@tequillashe
@joannereynard
@ukcpapin
@rhuyton
@eumoh1

Top Tweeters in G6:
@krisvanhaecht
@jochencals
@sibylanthierens
@eefje_de_bont

Top Tweeters in G7:
@nicecomms
@dence10
@lancsipc

Top Tweeters in G8:
@heatherbain9
@angelabkydd
@gilliantaylor04

Top Tweeters in G9:
@drmahendrapatel
@drhrosado

Top Tweeters in G10:
@targetabx
@wgkwvl


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