#rcpeCOVID19 OR #rcpeCOVID-19 OR (@rcpedin AND (#covid19 OR #covid-19 OR #covid19uk OR #covid OR #coronavirus OR "corona virus" OR covid)), Twitter, 4/22/2020 6:49:20 AM, 225353


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#rcpeCOVID19 OR #rcpeCOVID-19 OR (@rcpedin AND (#covid19 OR #covid-19 OR #covid19uk OR #covid OR #co
#rcpeCOVID19 OR #rcpeCOVID-19 OR (@rcpedin AND (#covid19 OR #covid-19 OR #covid19uk OR #covid OR #co
From:
scotpublichealth
Uploaded on:
April 22, 2020
Short Description:
#rcpeCOVID19 OR #rcpeCOVID-19 OR (@rcpedin AND (#covid19 OR #covid-19 OR #covid19uk OR #covid OR #coronavirus OR "corona virus" OR covid)) via NodeXL https://bit.ly/3anV4wZ
@rcpedin
@malcdaniel
@lcameronross
@scottishcare
@profjdchalmers
@scotcatherine
@mariecuriesco
@anthonykerry7
@nansig1

Description:
Description
The graph represents a network of 212 Twitter users whose recent tweets contained "#rcpeCOVID19 OR #rcpeCOVID-19 OR (@rcpedin AND (#covid19 OR #covid-19 OR #covid19uk OR #covid OR #coronavirus OR "corona virus" OR covid))", 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 Wednesday, 22 April 2020 at 06:45 UTC.

The tweets in the network were tweeted over the 6-day, 17-hour, 19-minute period from Tuesday, 14 April 2020 at 16:02 UTC to Tuesday, 21 April 2020 at 09:21 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 : 212
Unique Edges : 589
Edges With Duplicates : 134
Total Edges : 723
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0326797385620915
Reciprocated Edge Ratio : 0.0632911392405063
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 210
Maximum Edges in a Connected Component : 721
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.409532
Graph Density : 0.0141285880354109
Modularity : 0.401163
NodeXL Version : 1.0.1.431
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225352
Data Import : The graph represents a network of 212 Twitter users whose recent tweets contained "#rcpeCOVID19 OR #rcpeCOVID-19 OR (@rcpedin AND (#covid19 OR #covid-19 OR #covid19uk OR #covid OR #coronavirus OR "corona virus" OR covid))", 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 Wednesday, 22 April 2020 at 06:45 UTC.

The tweets in the network were tweeted over the 6-day, 17-hour, 19-minute period from Tuesday, 14 April 2020 at 16:02 UTC to Tuesday, 21 April 2020 at 09:21 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 : #rcpeCOVID19 OR #rcpeCOVID-19 OR (@rcpedin AND (#covid19 OR #covid-19 OR #covid19uk OR #covid OR #coronavirus OR "corona virus" OR covid))
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:
[9] https://www.futurelearn.com/courses/covid-19-critical-care-education-resource?utm_source=critical-care-twitter-gif&utm_medium=marketing&utm_campaign=critical-care
[7] https://www.scottishacademy.org.uk/covid-19-allow-families-equal-access-visit-dying-relatives
[5] https://learning.rcpe.ac.uk/course/index.php?categoryid=114
[5] https://www.futurelearn.com/courses/covid-19-critical-care-education-resource
[4] https://events.rcpe.ac.uk/covid-19-online-update-v
[3] http://events.rcpe.ac.uk/covid-19-online-update-vi?utm_medium=email&utm_campaign=edu_em_covid230420&utm_content=edu_em_covid230420+CID_0a74d8960fa7d512f95fbf525d91a44a&utm_source=rcpe%20HTML&utm_term=Access%20Link
[2] https://www.rcpe.ac.uk/daily-news-summary-covid-19
[2] http://www.rcpe.ac.uk/college/covid-19-allow-families-equal-access-visit-dying-relatives
[1] https://vimeo.com/407677176
[1] https://twitter.com/Scotcatherine/status/1250391518277484547?s=19

Top URLs in Tweet in G1:
[9] https://www.futurelearn.com/courses/covid-19-critical-care-education-resource?utm_source=critical-care-twitter-gif&utm_medium=marketing&utm_campaign=critical-care
[3] http://events.rcpe.ac.uk/covid-19-online-update-vi?utm_medium=email&utm_campaign=edu_em_covid230420&utm_content=edu_em_covid230420+CID_0a74d8960fa7d512f95fbf525d91a44a&utm_source=rcpe%20HTML&utm_term=Access%20Link
[1] https://www.scottishacademy.org.uk/covid-19-allow-families-equal-access-visit-dying-relatives
[1] https://twitter.com/RCPEdin/status/1250373316537434112

Top URLs in Tweet in G2:
[5] https://www.scottishacademy.org.uk/covid-19-allow-families-equal-access-visit-dying-relatives

Top URLs in Tweet in G3:
[5] https://learning.rcpe.ac.uk/course/index.php?categoryid=114
[5] https://www.futurelearn.com/courses/covid-19-critical-care-education-resource
[4] https://events.rcpe.ac.uk/covid-19-online-update-v
[1] https://www.futurelearn.com/courses/covid-19-critical-care-education-resource?utm_source=critical-care-twitter&utm_medium=marketing&utm_campaign=covid19-critical-care
[1] https://www.rcpe.ac.uk/college/free-access-online-resources-returning-doctors
[1] https://www.rcpe.ac.uk/daily-news-summary-covid-19
[1] https://www.rcpe.ac.uk/covid-19-hub/covid-19-conversations
[1] https://learning.rcpe.ac.uk/course/view.php?id=707
[1] https://events.rcpe.ac.uk/covid-19-online-update-vi
[1] http://www.rcpe.ac.uk/college/covid-19-allow-families-equal-access-visit-dying-relatives

Top URLs in Tweet in G5:
[1] https://www.scottishacademy.org.uk/covid-19-allow-families-equal-access-visit-dying-relatives
[1] http://www.rcpe.ac.uk/college/covid-19-allow-families-equal-access-visit-dying-relatives

Top URLs in Tweet in G7:
[1] https://vimeo.com/407677176
[1] https://twitter.com/Scotcatherine/status/1250391518277484547?s=19
[1] https://www.rcpe.ac.uk/daily-news-summary-covid-19
[1] https://learning.rcpe.ac.uk/mod/page/view.php?id=7367

Top URLs in Tweet in G10:
[1] https://twitter.com/PaulineCraw/status/1245786864105201665

Top Domains
Top Domains in Tweet in Entire Graph:
[22] ac.uk
[16] futurelearn.com
[7] org.uk
[4] twitter.com
[1] vimeo.com

Top Domains in Tweet in G1:
[9] futurelearn.com
[3] ac.uk
[1] org.uk
[1] twitter.com

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

Top Domains in Tweet in G3:
[16] ac.uk
[7] futurelearn.com
[1] twitter.com

Top Domains in Tweet in G5:
[1] org.uk
[1] ac.uk

Top Domains in Tweet in G7:
[2] ac.uk
[1] vimeo.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] covid19
[30] rcpecovid19
[4] eol
[4] coronavirus
[1] thankyou
[1] endoflife
[1] palliativecare
[1] patients
[1] healthcare
[1] care



Top Hashtags in Tweet in G1:
[16] rcpecovid19
[15] covid19
[1] coronavirus
[1] nhs
[1] recoverytrial

Top Hashtags in Tweet in G2:
[4] eol
[1] bbcgms

Top Hashtags in Tweet in G3:
[23] covid19
[9] rcpecovid19
[2] coronavirus
[1] pallicovid

Top Hashtags in Tweet in G4:
[2] covid19
[1] history
[1] covid_19
[1] respiratory
[1] cpap
[1] mentalhealthmatters
[1] students

Top Hashtags in Tweet in G5:
[1] rcpecovid19

Top Hashtags in Tweet in G6:
[1] glasgow
[1] scotland
[1] glasgowroyalinfirmary
[1] covid19

Top Hashtags in Tweet in G7:
[4] covid19
[2] rcpecovid19
[1] thankyou
[1] endoflife
[1] palliativecare
[1] patients
[1] healthcare
[1] care
[1] coronavirus

Top Hashtags in Tweet in G8:
[1] covid19

Top Hashtags in Tweet in G10:
[2] rcpecovid19

Top Words
Top Words in Tweet in Entire Graph:
[271] Words in Sentiment List#1: Positive
[147] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6511] Non-categorized Words
[6929] Total Words
[131] care
[120] covid
[118] 19
[105] rcpedin
[104] #covid19

Top Words in Tweet in G1:
[37] #rcpecovid19
[36] care
[31] covid
[31] 19
[27] event
[26] self
[23] #covid19
[22] profjdchalmers
[20] discuss
[20] education

Top Words in Tweet in G2:
[49] scottishcare
[47] mariecuriesco
[43] joined
[42] scottish
[42] academy
[36] care
[34] principles
[32] publish
[32] new
[32] during

Top Words in Tweet in G3:
[45] care
[36] #covid19
[29] 19
[28] online
[26] covid
[23] course
[23] free
[23] more
[21] critical
[21] resource

Top Words in Tweet in G4:
[19] rcpedin
[19] covid
[16] rcpsglasgow
[15] during
[15] 19
[14] patients
[13] pandemic
[12] today
[12] joined
[12] scottishcare

Top Words in Tweet in G5:
[21] principles
[21] scottishcare
[19] covid
[19] 19
[18] patients
[18] dying
[18] rcpedin
[17] ethical
[17] framework
[17] practical

Top Words in Tweet in G6:
[2] rcpedin
[2] jasonleitch
[2] care

Top Words in Tweet in G7:
[6] rcpedin
[6] covid
[6] 19
[6] care
[5] now
[4] keandrea
[4] titer
[4] uabmedicine
[4] #covid19
[4] here

Top Words in Tweet in G8:
[2] #covid19
[2] rcpedin
[2] covid
[2] 19

Top Words in Tweet in G9:
[2] till
[2] now

Top Words in Tweet in G10:
[2] fundamentals
[2] end
[2] life
[2] care
[2] #rcpecovid19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[115] covid,19
[52] mariecuriesco,scottishcare
[51] during,#covid19
[51] publish,new
[47] scottish,academy
[40] end,life
[39] education,portal
[39] life,care
[39] care,during
[37] #rcpecovid19,event

Top Word Pairs in Tweet in G1:
[31] covid,19
[27] #rcpecovid19,event
[20] education,portal
[18] self,care
[18] staff,wellbeing
[18] latest,#rcpecovid19
[18] available,education
[17] grahamnimmo,dorothy_daprof
[17] care,staff
[14] find,out

Top Word Pairs in Tweet in G2:
[46] mariecuriesco,scottishcare
[42] scottish,academy
[32] publish,new
[31] college,joined
[31] joined,scottish
[31] academy,mariecuriesco
[31] scottishcare,publish
[31] new,principles
[31] principles,end
[31] end,life

Top Word Pairs in Tweet in G3:
[26] covid,19
[23] online,course
[18] critical,care
[17] find,out
[14] out,more
[13] resource,edinburghuni
[13] education,portal
[12] during,#covid19
[11] more,join
[11] 25,000

Top Word Pairs in Tweet in G4:
[15] during,covid
[15] covid,19
[12] today,joined
[12] joined,scottishcare
[12] scottishcare,mariecuriesco
[12] mariecuriesco,rcpedin
[12] rcpedin,publish
[12] publish,new
[12] new,guiding
[12] guiding,principles

Top Word Pairs in Tweet in G5:
[19] covid,19
[17] ethical,framework
[17] framework,practical
[17] practical,principles
[17] principles,guide
[17] guide,decisions
[17] decisions,family
[17] family,visits
[17] visits,patients
[17] patients,dying

Top Word Pairs in Tweet in G7:
[6] covid,19
[4] keandrea,titer
[4] titer,uabmedicine
[4] education,portal
[3] proud,international
[3] international,reach
[3] reach,rcpedin
[3] rcpedin,times
[3] times,particularly
[3] particularly,now

Top Word Pairs in Tweet in G8:
[2] covid,19

Top Word Pairs in Tweet in G10:
[2] fundamentals,end
[2] end,life
[2] life,care
[2] care,#rcpecovid19

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rcpedin
@scottishcare
@mariecuriesco
@profjdchalmers
@grahamnimmo
@dorothy_daprof
@rcpsglasgow
@scotacademy
@edinburghuni
@uoe_online

Top Mentioned in G1:
@profjdchalmers
@rcpedin
@grahamnimmo
@dorothy_daprof
@ed_critcare_on
@edinburghuni
@uoe_online
@peterhorby
@scotacademy
@scottishcare

Top Mentioned in G2:
@scottishcare
@mariecuriesco
@rcpedin
@milesmack
@scotacademy
@rcgpscotland
@rcpsglasgow
@profjdchalmers

Top Mentioned in G3:
@rcpedin
@edinburghuni
@uoe_online
@grahamnimmo
@dorothy_daprof
@profjdchalmers
@mariecuriesco
@futurelearn
@scottishcare

Top Mentioned in G4:
@rcpedin
@rcpsglasgow
@scottishcare
@mariecuriesco
@rcgpscotland
@rcplondon
@incisionuk
@ashokhandaox
@rcpsych
@mindcharity

Top Mentioned in G5:
@scottishcare
@rcpedin
@scotacademy
@mariecuriesco
@rcgpscotland
@rcpsglasgow
@grahamnimmo
@dorothy_daprof
@profjdchalmers

Top Mentioned in G6:
@rcpedin
@jasonleitch
@coulty78
@clareupnorth
@pdbyrne
@trishgreenhalgh
@griicuqi
@nhsggc
@bbcr4today
@scotgovhealth

Top Mentioned in G7:
@rcpedin
@uabmedicine
@russellauthor
@bedsidemedicine
@presrcpedin
@mariecuriesco
@scottishcare
@rcpsglasgow
@grahamnimmo
@dorothy_daprof

Top Mentioned in G8:
@rcpedin
@dundeeuni
@profjdchalmers

Top Mentioned in G9:
@rcpedin
@newcastlehosps

Top Tweeters
Top Tweeters in Entire Graph:
@saludhealthinfo
@drlindadykes
@ianmwelsh
@rom
@helenfindlay
@katecushing2
@biomickwatson
@fshnerb
@mindcharity
@bbcr4today

Top Tweeters in G1:
@saludhealthinfo
@rom
@gmacscotland
@pag1962
@thelancetinfdis
@blfjoseph
@emerge_research
@epid18329833
@sbuckshum
@s_moine

Top Tweeters in G2:
@helenfindlay
@fshnerb
@bbcgaryr
@yorklawlondon
@jenmackenzie3
@bridgetjohnst
@now_its_nora
@craigwhitephd
@scottishcare
@adamgordon1978

Top Tweeters in G3:
@drlindadykes
@katecushing2
@biomickwatson
@emergmeddr
@sarah_janemad
@judywbrandt
@emcandre
@futurelearn
@beans2er
@drdmacaskill

Top Tweeters in G4:
@mindcharity
@thebma
@cv_uhb
@rcpsych
@rcplondon
@neiledinburgh
@katmcact
@rcpsglasgow
@rheumatologyuk
@gwh_nhs

Top Tweeters in G5:
@ianmwelsh
@shazzahudson
@vanessa_ataylor
@palliative_scot
@lifedeathgrief
@brumyodo
@mayracrowe
@annalcollins
@shona_dick
@ladyhelena01

Top Tweeters in G6:
@bbcr4today
@trishgreenhalgh
@nhsggc
@jasonleitch
@scotgovhealth
@malcdaniel
@ics_updates
@rcoa
@clareupnorth
@ficmnews

Top Tweeters in G7:
@hospiceuk
@scotcatherine
@uabmedicine
@jackiedocjt
@cpjmedinburgh
@rcpedintrainees
@uabimres
@russellauthor
@bedsidemedicine
@presrcpedin

Top Tweeters in G8:
@dundeeuni
@nhstayside
@drdavidc

Top Tweeters in G9:
@newcastlehosps
@syncopejohn
@dr_rameshkandel

Top Tweeters in G10:
@rabpeel
@thomsonlynnc


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