#covid19uk -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 -#coronavirus -#coronacrisis -#coronavirusupdate -#coronavirusuk -#covid2019 -#coronaviruspandemic until:2020-03-22, Twitter, 3/29/2020 3:16:52 PM, 223963


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#covid19uk -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 -#coronavirus -#coronacrisis -#coronavirusupda
#covid19uk -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 -#coronavirus -#coronacrisis -#coronavirusupda
From:
scotpublichealth
Uploaded on:
March 29, 2020
Short Description:
#covid19uk -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 -#coronavirus -#coronacrisis -#coronavirusupdate -#coronavirusuk -#covid2019 -#coronaviruspandemic until:2020-03-22 via NodeXL https://bit.ly/3btqDqa
@borisjohnson
@mac123_m
@gletherby
@lawsong78
@ukringmaster
@rumackdh
@kellythevet
@drsa

Description:
Description
The graph represents a network of 3,712 Twitter users whose recent tweets contained "#covid19uk -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 -#coronavirus -#coronacrisis -#coronavirusupdate -#coronavirusuk -#covid2019 -#coronaviruspandemic until:2020-03-22", 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, 29 March 2020 at 14:56 UTC.

The tweets in the network were tweeted over the 5-hour, 5-minute period from Saturday, 21 March 2020 at 18:53 UTC to Saturday, 21 March 2020 at 23:58 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 : 3712
Unique Edges : 4586
Edges With Duplicates : 325
Total Edges : 4911
Self-Loops : 894
Reciprocated Vertex Pair Ratio : 0.00229533282325937
Reciprocated Edge Ratio : 0.00458015267175573
Connected Components : 913
Single-Vertex Connected Components : 443
Maximum Vertices in a Connected Component : 1006
Maximum Edges in a Connected Component : 1697
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.095623
Graph Density : 0.000285294650572854
Modularity : 0.850931
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 3,712 Twitter users whose recent tweets contained "#covid19uk -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 -#coronavirus -#coronacrisis -#coronavirusupdate -#coronavirusuk -#covid2019 -#coronaviruspandemic until:2020-03-22", 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, 29 March 2020 at 14:56 UTC.

The tweets in the network were tweeted over the 5-hour, 5-minute period from Saturday, 21 March 2020 at 18:53 UTC to Saturday, 21 March 2020 at 23:58 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 : #covid19uk -#COVIDー19 -#Covid_19 -#COVID-19 -#COVID19 -#coronavirus -#coronacrisis -#coronavirusupdate -#coronavirusuk -#covid2019 -#coronaviruspandemic until:2020-03-22
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:
[23] https://www.thecanary.co/trending/2020/03/21/the-bbcs-latest-coronavirus-article-is-full-on-tory-propaganda/
[12] https://twitter.com/silv24/status/1241447017945223169
[6] https://www.dailymail.co.uk/news/article-8138581/Coronavirus-frontline-NHS-doctor-reveals-patients-dying-agony-just-start.html
[6] https://www.bps.org.uk/responding-coronavirus
[6] https://twitter.com/faisalislam/status/1241477088558940166
[5] https://neu.org.uk/coronavirus-reps?utm_source=social&utm_medium=twitter&utm_campaign=coronavirus&utm_term=10cards
[4] https://twitter.com/MattHancock/status/1241449255648272389
[4] https://www.youtube.com/watch?v=tr4xCcE3BEI&feature=youtu.be

[3] https://www.bbc.co.uk/news/uk-england-51988877
[3] https://twitter.com/imartincorena/status/1241351074528845824

Top URLs in Tweet in G1:
[9] https://twitter.com/silv24/status/1241447017945223169
[4] https://twitter.com/MattHancock/status/1241449255648272389
[3] https://twitter.com/faisalislam/status/1241477088558940166
[2] https://www.bbc.co.uk/news/uk-51989183
[2] https://www.youtube.com/watch?v=tQD4B_hmdvo&feature=youtu.be

[2] https://twitter.com/jburnmurdoch/status/1241466456719740931
[2] https://petition.parliament.uk/petitions/300109
[2] https://twitter.com/SadiqKhan/status/1241471715223449600
[2] https://twitter.com/NicolaSturgeon/status/1241426957704876033
[2] https://www.youtube.com/watch?v=tQD4B_hmdvo


Top URLs in Tweet in G2:
[4] https://www.youtube.com/watch?v=tr4xCcE3BEI&feature=youtu.be

[3] https://twitter.com/silv24/status/1241447017945223169
[1] https://www.change.org/p/boris-johnson-there-is-presently-little-or-no-support-for-art-business-owners-creative-freelanc?utm_source=share_petition&utm_medium=custom_url&recruited_by_id=ad3ea5d0-6a0b-11ea-b2d2-11bcf02f74ad
[1] https://twitter.com/garyshaw_/status/1241490912829673473
[1] https://twitter.com/k8tshires/status/1241480119849541632
[1] https://twitter.com/WesleyJBaker/status/1241418221896511488
[1] https://twitter.com/imartincorena/status/1241351074528845824
[1] https://twitter.com/henrymance/status/1241054515190792193
[1] https://twitter.com/nmsonline/status/1241382622246375426
[1] https://twitter.com/UpperGISurg/status/1241416117912055809

Top URLs in Tweet in G3:
[1] http://nickchurchill.yourcllr.com/2020/03/21/even-dads-army-is-getting-involved-spreading-the-word/

Top URLs in Tweet in G4:
[1] https://www.london.gov.uk/press-releases/mayoral/mayor-contributes-1m-to-emergency-support-fund
[1] https://twitter.com/wondykitten/status/1241503092169998351
[1] https://www.mirror.co.uk/news/politics/coronavirus-uk-lockdown-began-after-21732779?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/BenChu_/status/1241026130477568003
[1] https://twitter.com/faisalislam/status/1241477088558940166
[1] https://twitter.com/s8mb/status/1241398825274802176
[1] https://twitter.com/SadiqKhan/status/1241471715223449600
[1] https://www.telegraph.co.uk/business/2020/03/19/co-op-creates-5000-jobs-impacted-coronavirus/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1584695641
[1] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-news-uk-lockdown-latest-pubs-shops-close-updates/
[1] https://twitter.com/itvnews/status/1197504856761815041

Top URLs in Tweet in G5:
[1] https://www.newstatesman.com/politics/health/2020/03/government-documents-show-no-planning-ventilators-event-pandemic
[1] https://www.youtube.com/watch?v=DMMKLokwfq0&feature=youtu.be

[1] https://www.newstatesman.com/politics/staggers/2020/03/uk-response-coronavirus-pandemic-distancing-medical-advice
[1] https://twitter.com/Jon_Danzig/status/1241364899646910466

Top URLs in Tweet in G7:
[1] https://www.theguardian.com/world/2020/mar/21/cornwall-fears-influx-of-out-of-towners-coronavirus-will-overwhelm-nhs-services
[1] https://twitter.com/alexwickham/status/1241477675719495682
[1] https://twitter.com/jeremycorbyn/status/1241444530047639559
[1] https://twitter.com/lpz3/status/1241496902342004737?s=19

Top URLs in Tweet in G10:
[3] https://www.theguardian.com/world/2020/mar/21/coronavirus-asia-acted-west-dithered-hong-kong-taiwan-europe?CMP=share_btn_tw
[1] https://www.which.co.uk/news/2020/03/coronavirus-scams-how-to-spot-them-and-stop-them/?utm_campaign=whichukt&utm_medium=social&utm_source=twitter&utm_content=coronascams&utm_term=twnews
[1] https://www.which.co.uk/news/2020/03/coronavirus-how-to-apply-for-a-three-month-mortgage-payment-holiday/?utm_campaign=whichmoney&utm_medium=social&utm_source=twitter&utm_content=3monthmortgage_190320&utm_term=twnews

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2219] covid19uk
[144] coronacrisisuk
[66] stayathome
[53] stockpilinguk
[49] nhs
[49] socialdistancing
[47] stayhomesavelives
[46] nhscovidheroes
[42] ventilators
[41] ynwa



Top Hashtags in Tweet in G1:
[477] covid19uk
[27] coronacrisisuk
[24] stayathome
[18] stayhomesavelives
[16] socialdistancing
[15] nhs
[10] nhscovidheroes
[10] covidiot
[8] selfisolation
[7] isolation

Top Hashtags in Tweet in G2:
[91] covid19uk
[6] stayathome
[6] nhscovidheroes
[6] coronacrisisuk
[5] selfemployed
[4] stayhomesavelives
[4] covid
[3] selfemployedmatter
[2] nhs
[2] whitstable

Top Hashtags in Tweet in G3:
[153] covid19uk
[1] spreadthewordnotthevirus

Top Hashtags in Tweet in G4:
[53] covid19uk
[11] coronacrisisuk
[10] marr
[10] ridge
[7] nhs
[7] c4news
[6] who
[6] tradeunions
[4] r4today
[3] timmartin

Top Hashtags in Tweet in G5:
[120] covid19uk
[41] ventilators
[14] ventilatorshortage
[5] brexit
[3] coronacrisisuk
[2] kingston
[2] surbiton
[1] marr
[1] ridge
[1] r4oday

Top Hashtags in Tweet in G6:
[23] covid19uk
[21] nhscovidheroes
[20] coronacrisisuk
[5] patrickvallance
[1] proudmother
[1] stayhomesavelives
[1] midwives
[1] corona19
[1] nhs
[1] mynameis

Top Hashtags in Tweet in G7:
[38] covid19uk
[2] pmqs
[2] stayhomesavelives
[1] selfemployment
[1] cornoravirus
[1] lockdownuk
[1] bekind
[1] inittogether

Top Hashtags in Tweet in G8:
[64] covid19uk
[41] coronacrisisuk
[41] stockpilinguk
[4] bbcqt

Top Hashtags in Tweet in G9:
[7] covid19uk
[4] socialdistancing
[4] coronacrisisuk
[1] nhsstaff
[1] humanfactors
[1] nhs
[1] nhscovidheroes
[1] mynameis

Top Hashtags in Tweet in G10:
[17] nhsmail
[12] covid19uk
[3] covid19pharmacy
[1] digitallearning
[1] tcsoahl

Top Words
Top Words in Tweet in Entire Graph:
[3593] Words in Sentiment List#1: Positive
[3321] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[98075] Non-categorized Words
[104989] Total Words
[3382] #covid19uk
[626] s
[494] people
[459] out
[445] please

Top Words in Tweet in G1:
[479] #covid19uk
[100] people
[51] out
[44] home
[42] s
[42] stay
[38] up
[35] t
[33] please
[33] day

Top Words in Tweet in G2:
[150] #covid19uk
[65] care
[64] asda
[54] borisjohnson
[47] staff
[47] need
[44] now
[41] much
[39] sainsburys
[37] morrisons

Top Words in Tweet in G3:
[154] #covid19uk
[153] s
[152] graphics
[151] anyone
[151] want
[151] dad
[151] army
[151] share
[151] first
[151] three

Top Words in Tweet in G4:
[98] #covid19uk
[33] time
[33] lbc
[29] #coronacrisisuk
[29] people
[27] #marr
[27] #ridge
[19] thetimes
[19] bbcnews
[19] home

Top Words in Tweet in G5:
[127] #covid19uk
[96] 2016
[86] letter
[75] s
[71] ventilators
[55] govt
[54] up
[42] action
[41] #ventilators
[41] extremely

Top Words in Tweet in G6:
[109] #covid19uk
[83] around
[83] back
[72] tories
[72] criminal
[72] forget
[67] #nhscovidheroes
[67] 12
[47] message
[47] sister

Top Words in Tweet in G7:
[96] #covid19uk
[62] read
[62] making
[62] difference
[57] sky
[38] sports
[35] last
[34] #pmqs
[33] jeremycorbyn
[33] pm

Top Words in Tweet in G8:
[79] #covid19uk
[41] here
[41] s
[41] stockpiling
[41] selfish
[41] dangerous
[41] #coronacrisisuk
[41] #stockpilinguk
[27] out
[21] go

Top Words in Tweet in G9:
[120] really
[68] #covid19uk
[62] names
[62] communication
[60] welshgasdoc
[60] ikeauk
[60] sharpie
[60] need
[60] loads
[60] pens

Top Words in Tweet in G10:
[62] #covid19uk
[42] know
[34] brilliant
[26] please
[23] coronavirus
[23] account
[23] microsoftteams
[22] #covid19pharmacy
[21] staff
[20] scam

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] dad,s
[166] s,army
[166] feel,free
[152] want,#covid19uk
[151] anyone,want
[151] #covid19uk,dad
[151] army,graphics
[151] graphics,share
[151] share,first
[151] first,three

Top Word Pairs in Tweet in G1:
[20] stay,home
[19] social,distancing
[15] don,t
[13] #covid19uk,#coronacrisisuk
[11] #coronacrisisuk,#covid19uk
[9] #stayhomesavelives,#covid19uk
[8] #covid19uk,#stayathome
[8] #stayathome,#covid19uk
[7] go,out
[7] self,isolation

Top Word Pairs in Tweet in G2:
[34] social,care
[34] care,staff
[32] asda,morrisons
[30] make,sure
[30] morrisons,sainsburys
[30] sainsburys,including
[30] staff,special
[30] special,opening
[30] opening,hours
[30] hours,means

Top Word Pairs in Tweet in G3:
[151] anyone,want
[151] want,#covid19uk
[151] #covid19uk,dad
[151] dad,s
[151] s,army
[151] army,graphics
[151] graphics,share
[151] share,first
[151] first,three
[151] three,here

Top Word Pairs in Tweet in G4:
[27] #covid19uk,#coronacrisisuk
[27] #marr,#ridge
[17] stay,home
[16] #coronacrisisuk,#marr
[13] #ridge,#r4today
[13] #r4today,#c4news
[13] #c4news,lbc
[11] extraordinary,thetimes
[11] thetimes,brazenly
[11] brazenly,publish

Top Word Pairs in Tweet in G5:
[41] #covid19uk,#ventilators
[41] #ventilators,extremely
[41] extremely,concerned
[41] concerned,slow
[41] slow,action
[41] action,inaction
[41] inaction,following
[41] following,letter
[41] letter,sos
[41] sos,health

Top Word Pairs in Tweet in G6:
[47] message,sister
[47] sister,back
[47] back,12
[47] 12,hr
[47] hr,shifts
[47] shifts,recent
[47] recent,retirement
[47] retirement,seem
[47] seem,one
[47] one,around

Top Word Pairs in Tweet in G7:
[62] making,difference
[38] sky,sports
[31] jeremycorbyn,patience
[31] patience,anymore
[31] anymore,bots
[31] bots,trolls
[31] trolls,nayslayers
[31] nayslayers,read
[31] read,letter
[31] letter,read

Top Word Pairs in Tweet in G8:
[41] here,s
[41] s,stockpiling
[41] stockpiling,selfish
[41] selfish,dangerous
[41] dangerous,#covid19uk
[41] #covid19uk,#coronacrisisuk
[41] #coronacrisisuk,#stockpilinguk
[21] go,out
[14] out,#covid19uk
[13] stay,home

Top Word Pairs in Tweet in G9:
[60] welshgasdoc,ikeauk
[60] ikeauk,sharpie
[60] sharpie,need
[60] need,loads
[60] loads,pens
[60] pens,really
[60] really,useful
[60] useful,write
[60] write,names
[60] names,roles

Top Word Pairs in Tweet in G10:
[22] #covid19uk,#covid19pharmacy
[20] coronavirus,scam
[20] scam,alert
[20] alert,times
[20] times,distress
[20] distress,disruption
[20] disruption,magnet
[20] magnet,scammers
[20] scammers,sadly
[20] sadly,right

Top Replied-To
Top Replied-To in Entire Graph:
@welshgasdoc
@jeremycorbyn
@borisjohnson
@westminsterwag
@garylineker
@britannialtd
@piersmorgan
@alexwickham
@miffythegamer
@drmikehill

Top Replied-To in G2:
@borisjohnson
@alexwickham
@silv24
@sepsisuk
@rishisunak
@bebsdotter
@aldiuk
@patel4witham
@ormelling1
@leroychandler

Top Replied-To in G4:
@garylineker
@piersmorgan
@lbc
@bowenbbc
@andineglia
@carolinelucas
@skynews
@lokiscottishrap
@annawilde
@adamhamdy

Top Replied-To in G5:
@miffythegamer
@daily_express
@libdempress

Top Replied-To in G7:
@jeremycorbyn
@borisjohnson

Top Replied-To in G8:
@lizburrows83

Top Replied-To in G9:
@welshgasdoc

Top Mentioned
Top Mentioned in Entire Graph:
@ikeauk
@sharpie
@resuscounciluk
@borisjohnson
@youtube
@scotgovfm
@jasonleitch
@sainsburys
@morrisons
@asda

Top Mentioned in G2:
@sainsburys
@morrisons
@borisjohnson
@asda
@rishisunak
@tesco
@10downingstreet
@skillsforcare
@theqni
@fonscharity

Top Mentioned in G3:
@typejunky

Top Mentioned in G4:
@lbc
@thetimes
@bbcnews
@uklabour
@channel4news
@guardian
@piersmorgan
@adamhamdy
@itvnews
@skynews

Top Mentioned in G5:
@peterdilworth1
@lbc
@rishisunak
@edwardjdavey

Top Mentioned in G6:
@lbc

Top Mentioned in G9:
@ikeauk
@sharpie
@resuscounciluk
@patientsafe3

Top Mentioned in G10:
@microsoftteams
@samaunder49
@tcsoahl
@glowscot
@showmyhomework
@seesaw
@office365
@yorkshiretea

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@skyhelpteam
@s9tmt
@moonbootica
@1denmadrid
@greateranglia
@sainsburys
@hazelglasgow
@daily_express
@gracemurphy2

Top Tweeters in G1:
@moonbootica
@ianrobo1
@drlindadykes
@martcafc45
@baznut
@obknit
@itsmetomc
@neilthekid
@swsandy_
@keith_wilson

Top Tweeters in G2:
@tesco
@sainsburys
@mcdonalds
@marksandspencer
@morrisons
@loonylaura
@asos
@emmakennedy
@aldiuk
@waitrose

Top Tweeters in G3:
@snugbucket
@huwsayer
@perlalaloca
@antiprofessor
@sneezysnooze
@typejunky
@bohaynowell
@gengh60
@airminded
@rambler808

Top Tweeters in G4:
@sandradunn1955
@guardian
@curiocat13
@bbcnews
@ant1988
@skynews
@telegraph
@carolehope2
@janeygodley
@jackalsbynight

Top Tweeters in G5:
@daily_express
@tsunami65
@peterdilworth1
@meallyhen
@aev1609
@rtaylor_libdem
@kim_harding
@sieurdeponthieu
@ron_mould
@sxybio

Top Tweeters in G6:
@cutter78
@parkinsonsimpro
@dance_daffodil
@bj_gardener
@vjl2
@artemitzi
@mmaher70
@sandiegardener
@mac123_m
@kezzaman

Top Tweeters in G7:
@jpjanson
@lewisno1fan
@suefew
@d_raval
@purplepip0
@julietb270880
@juliebjewellery
@bernadetteb1961
@mitchmusic
@reacctionary

Top Tweeters in G8:
@gracemurphy2
@athe1stp0wer
@vintagegoddess
@gspellchecker
@sturges_edward
@secularwakanada
@nav2115
@icklepickle
@julianphilosphy
@eddiecoke

Top Tweeters in G9:
@hazelglasgow
@innamood
@miss_peg
@lottaboheme
@pointlessbrexit
@njbm68
@mustntgrumble
@jaedinburgh
@weehellish
@welshgasdoc

Top Tweeters in G10:
@_trina_maria_
@ply4hyre
@jemloire
@qualann
@janis_cottee
@racywallace
@digitalphamcist
@yorkshiretea
@tired1967
@office365


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