public health, Twitter, 9/26/2020 11:13:43 PM, 236084


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public health_2020-09-26_05-33-28.xlsx
public health_2020-09-26_05-33-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2020
Short Description:
public health via NodeXL https://bit.ly/36bfniM
@alistairhaimes
@keepnhspublic
@devisridhar
@ajrigbytweet
@tomfitton
@sabhlok
@lewtonserena5
@apiainnsamoa
@bbcquestiontime
@simonystwyth

Top hashtags:
#covid19
#bbcqt
#hydroxychloroquine
#sercotestandtraceshambles

Description:
Description
The graph represents a network of 9,706 Twitter users whose tweets in the requested range contained "public health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 26 September 2020 at 12:42 UTC.

The requested start date was Saturday, 26 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 50-minute period from Wednesday, 23 September 2020 at 07:03 UTC to Friday, 25 September 2020 at 07:53 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 : 9706
Unique Edges : 5572
Edges With Duplicates : 12634
Total Edges : 18206
Number of Edge Types : 5
Mentions : 2038
Retweet : 6013
MentionsInRetweet : 7950
Replies to : 793
Tweet : 1412
Self-Loops : 1437
Reciprocated Vertex Pair Ratio : 0.00661489790048893
Reciprocated Edge Ratio : 0.0131428571428571
Connected Components : 1624
Single-Vertex Connected Components : 445
Maximum Vertices in a Connected Component : 4292
Maximum Edges in a Connected Component : 10142
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 9.50255
Graph Density : 0.000111468837612516
Modularity : 0.585894
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,706 Twitter users whose tweets in the requested range contained "public health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 26 September 2020 at 12:42 UTC.

The requested start date was Saturday, 26 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 50-minute period from Wednesday, 23 September 2020 at 07:03 UTC to Friday, 25 September 2020 at 07:53 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 : GraphServerTwitterSearch
Graph Term : public health
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] https://www.independent.co.uk/news/health/nursing-crisis-coronavirus-royal-college-public-accounts-committee-b539488.html
[30] https://www.sahealth.sa.gov.au/COVID2019
[20] https://trib.al/KYlUYuM
[15] https://www.politicshome.com/news/article/serco-contract-tracing-concentrix
[13] https://thehill.com/policy/healthcare/public-global-health/517787-study-less-than-one-percent-of-teachers-students
[13] http://www.msn.com/en-us/news/world/sweden-shows-lockdowns-were-unnecessary-no-wonder-public-health-officials-hate-it/ar-BB1904YN?ocid=st
[13] https://trib.al/xf9Lknl
[8] https://www.primarydoctor.org/
[5] https://www.cbc.ca/news/canada/public-health-agency-of-canada-covid-19-statistics-1.5733069
[5] https://www.washingtonexaminer.com/opinion/sweden-shows-lockdowns-were-unnecessary-no-wonder-public-health-officials-hate-it

Top URLs in Tweet in G1:
[3] https://www.independent.co.uk/news/health/nursing-crisis-coronavirus-royal-college-public-accounts-committee-b539488.html
[2] https://twitter.com/bbcquestiontime/status/1309253142136193029
[2] https://guce.huffingtonpost.co.uk/consent?brandType=EU&lang=en-gb&done=https%3A%2F%2Fwww%2Ehuffingtonpost%2Eco%2Euk%2Fentry%2Fexclusive%2Dpublic%2Dwant%2Dtrack%2Dand%2Dtrace%2Dtaken%2Doff%2Dserco%5Fuk%5F5f6785ecc5b6480e8970b968&gcrumb=pAN5BDM=
[1] https://www.theguardian.com/commentisfree/2020/sep/25/boris-johnson-covid-19-surges
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-67362031924-3%2Ffulltext&rc=0
[1] https://twitter.com/dwuhlfelderlaw/status/1308851802520117250
[1] https://twitter.com/drbenwhite/status/1308070328258699266
[1] https://www.dezeen.com/2020/09/16/extinction-rebellions-high-tech-stirling-prize/?utm_medium=email&utm_campaign=Dezeen%20Weekly%20685&utm_content=Dezeen%20Weekly%20685+CID_e20bad73801a92b316d9f33647d4c7dc&utm_source=Dezeen%20Mail&utm_term=Extinction%20Rebellions%20tensegrity%20structures%20have%20rekindled%20the%20spirit%20of%20early%20high-tech
[1] https://twitter.com/We_OwnIt/status/1309395419965927424
[1] https://twitter.com/tomhfh/status/1309251895496773638

Top URLs in Tweet in G2:
[4] https://twitter.com/roygaybiv/status/1308645963599425536
[3] https://7news.com.au/sport/afl/covid-border-exemption-granted-to-families-of-port-adelaide-afl-players-in-health-bungle-c-1338008
[3] http://www.msn.com/en-us/news/world/sweden-shows-lockdowns-were-unnecessary-no-wonder-public-health-officials-hate-it/ar-BB1904YN?ocid=st
[3] https://twitter.com/govkristinoem/status/1308867528224059398
[3] https://childrenshealthdefense.org/news/international-life-sciences-institute-protects-big-food-not-public-health/
[2] https://www.bbc.co.uk/news/health-54255635
[2] http://softmachine.net/the-uks-new-coronavirus-restrictions-explained-by-a-public-health-expert-3/
[2] https://monkeyviral.com/diaper-need-is-a-public-health-emergency-that-the-government-ignores/
[2] https://www.independent.co.uk/news/health/nursing-crisis-coronavirus-royal-college-public-accounts-committee-b539488.html
[2] https://theconversation.com/the-uks-new-coronavirus-restrictions-explained-by-a-public-health-expert-146729

Top URLs in Tweet in G3:
[2] https://twitter.com/theAliceRoberts/status/1309220367865651207
[1] https://www.nytimes.com/2020/09/23/climate/epa-pesticide-chlorpyrifos-children.html
[1] https://labourlist.org/2020/09/tssa-slams-government-after-100m-payout-to-rail-shareholders/
[1] https://twitter.com/zarahsultana/status/1308404985802174466
[1] https://www.bbc.co.uk/news/health-54255635
[1] https://twitter.com/itvlondon/status/1309120886713315335
[1] https://ft.trib.al/pSdtRVU
[1] https://twitter.com/William24625705/status/1309129754952564744
[1] https://twitter.com/healthfdn/status/1309009808780075010
[1] https://twitter.com/rachael_swindon/status/1308316664375767041

Top URLs in Tweet in G5:
[3] https://www.cbc.ca/news/canada/british-columbia/b-c-confirms-96-more-cases-of-covid-19-including-a-new-outbreak-at-st-paul-s-hospital-1.5734796
[2] https://www.cbc.ca/news/canada/public-health-agency-of-canada-covid-19-statistics-1.5733069
[1] https://www.telegraph.co.uk/news/2020/09/22/stockholm-mulls-local-restrictions-worrying-infection-signs/
[1] https://www.channel4.com/news/factcheck/factcheck-government-wont-show-evidence-for-number-of-people-tested-daily
[1] https://www.cbc.ca/news/canada/north/covid-cases-hope-bay-mine-nunavut-1.5731457
[1] https://twitter.com/notdred/status/1308435135986106368
[1] https://www.buzzfeednews.com/article/clarissajanlim/coronavirus-death-toll-200000-us?bftwnews&utm_term=4ldqpgc#4ldqpgc
[1] https://www.youtube.com/watch?v=ksdl7-xPLuk&feature=youtu.be

[1] https://www.theage.com.au/world/europe/sweden-considers-restrictions-as-covid-19-cases-rise-20200923-p55yfr.html?ref=rss&utm_medium=rss&utm_source=rss_feed
[1] https://www.folkhalsomyndigheten.se/the-public-health-agency-of-sweden/communicable-disease-control/covid-19--the-swedish-strategy/

Top URLs in Tweet in G6:
[1] https://twitter.com/matthancock/status/1308651763441037312
[1] https://twitter.com/We_OwnIt/status/1307970544181051393
[1] https://www.gov.scot/publications/coronavirus-covid-19-public-health-checks-at-borders/pages/self-isolation/
[1] https://www.gov.scot/publications/coronavirus-covid-19-public-health-checks-at-borders/pages/what-you-must-do/
[1] https://www.bbc.co.uk/news/uk-scotland-edinburgh-east-fife-54181633
[1] https://www.thetimes.co.uk/edition/scotland/coronavirus-in-scotland-under-45s-drive-surge-in-positive-test-results-3hwd2xlpd?utm_medium=Social&utm_source=Twitter#Echobox=1601015426
[1] https://www.bmj.com/content/370/bmj.m3699
[1] https://twitter.com/AngusMacNeilSNP/status/1309365808037081088
[1] https://publicservices.international/resources/news/taiwan--south-korea-covid-19-response-a-lesson-for-all?id=10683&lang=en
[1] https://twitter.com/bbcquestiontime/status/1309253142136193029

Top URLs in Tweet in G7:
[4] https://twitter.com/michaelmina_lab/status/1296690611685404672?s=20
[3] https://www.lgcplus.com/services/health-and-care/revealed-top-leadership-team-at-nhs-test-and-trace-includes-just-one-public-health-expert-15-09-2020/
[3] https://www.thelastamericanvagabond.com/if-the-pcr-test-is-unreliable-why-are-health-officials-demanding-the-public-be-tested/
[1] https://twitter.com/emilysheffield/status/1308735771248152576
[1] https://www.folkhalsomyndigheten.se/the-public-health-agency-of-sweden/communicable-disease-control/the-public-health-agency-of-swedens-work-with-covid-19/
[1] https://www.telegraph.co.uk/news/2020/09/22/covid-19-cases-could-doubling-every-20-days/
[1] https://twitter.com/paulwaugh/status/1308372096247046144
[1] https://www.dailymail.co.uk/debate/article-8770435/Coronavirus-UK-Dr-JOHN-LEE-mourns-tragedies-CAUSED-lockdown.html
[1] https://twitter.com/LotusOak2/status/1309129611222097921
[1] https://evidencenotfear.com/how-sage-and-uk-media-created-fear-in-the-british-public/

Top URLs in Tweet in G8:
[7] https://www.independent.co.uk/news/health/nursing-crisis-coronavirus-royal-college-public-accounts-committee-b539488.html
[3] https://www.cancerresearchuk.org/sites/default/files/csr_joint_representation_on_local_public_health_funding_-_24_september_2020.pdf
[2] https://twitter.com/cruk_policy/status/1309090045966639105
[2] https://twitter.com/DavidGWrigley/status/1300122296330448896
[2] https://www.youtube.com/watch?v=VgacUVxlKA0&feature=youtu.be

[2] https://www.vubblepop.com/share?v=coronavirus-infections-surge-in-france-and-the-uk&h=COVID-19%3A%20Public%20Media%20and%20Public%20Health%20Video&r=https://www.vubblepop.com/covid19&t=@vubblepop
[1] https://twitter.com/lgawellbeing/status/1309117656394608642
[1] https://science.sciencemag.org/content/369/6510/1441?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[1] https://twitter.com/DrHannahWhite/status/1308879635233615872
[1] https://twitter.com/hipnetworkuk/status/1309391376279363584

Top URLs in Tweet in G9:
[2] http://feeds.feedburner.com/~r/SanjeevSabhloksBlog/~3/1hLzZLPKUf0/?utm_source=feedburner&utm_medium=twitter&utm_campaign=sabhlok
[1] https://www.effiedeans.com/2020/09/sturgeon-is-at-fault-for-covid-at.html

Top URLs in Tweet in G10:
[28] https://www.independent.co.uk/news/health/nursing-crisis-coronavirus-royal-college-public-accounts-committee-b539488.html
[1] https://twitter.com/paulwaugh/status/1309087033231577088
[1] https://www.lep.co.uk/health/coronavirus/lancashire-lockdown-qa-public-health-boss-answers-your-questions-2983006
[1] https://twitter.com/kateandrs/status/1308760943984357376
[1] https://twitter.com/JoannaBlythman/status/1308882537058652162
[1] https://www.bbc.co.uk/programmes/p08qr83j
[1] https://www.bbc.co.uk/sounds/play/live:bbc_radio_foyle
[1] https://twitter.com/dr_sakthi/status/1308661283563110401
[1] https://twitter.com/maddow/status/1308625637318557696

Top Domains
Top Domains in Tweet in Entire Graph:
[388] twitter.com
[116] co.uk
[42] trib.al
[37] gov.au
[33] msn.com
[31] gov.uk
[26] bit.ly
[24] youtube.com
[24] cbc.ca
[20] org.uk

Top Domains in Tweet in G1:
[12] twitter.com
[6] co.uk
[1] theguardian.com
[1] elsevierhealth.com
[1] dezeen.com
[1] scotsman.com
[1] thenational.scot
[1] wbur.org
[1] politicshome.com
[1] dementiauk.org

Top Domains in Tweet in G2:
[89] twitter.com
[15] co.uk
[9] msn.com
[6] com.au
[5] gov.uk
[5] thejournal.ie
[4] cbc.ca
[4] youtube.com
[4] canada.ca
[4] childrenshealthdefense.org

Top Domains in Tweet in G3:
[9] twitter.com
[3] co.uk
[1] nytimes.com
[1] labourlist.org
[1] trib.al
[1] ft.com
[1] theguardian.com
[1] europeanscientist.com

Top Domains in Tweet in G5:
[6] cbc.ca
[1] co.uk
[1] channel4.com
[1] twitter.com
[1] buzzfeednews.com
[1] youtube.com
[1] com.au
[1] folkhalsomyndigheten.se

Top Domains in Tweet in G6:
[5] twitter.com
[3] co.uk
[2] gov.scot
[1] bmj.com
[1] publicservices.international
[1] hse.ie
[1] trib.al

Top Domains in Tweet in G7:
[7] twitter.com
[3] lgcplus.com
[3] thelastamericanvagabond.com
[2] co.uk
[1] folkhalsomyndigheten.se
[1] evidencenotfear.com

Top Domains in Tweet in G8:
[12] twitter.com
[7] co.uk
[5] vubblepop.com
[3] cancerresearchuk.org
[3] youtube.com
[3] org.uk
[1] sciencemag.org
[1] zoom.us
[1] techuk.org
[1] weforum.org

Top Domains in Tweet in G9:
[2] feedburner.com
[1] effiedeans.com

Top Domains in Tweet in G10:
[31] co.uk
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[374] covid19
[284] bbcqt
[122] hydroxychloroquine
[92] sercotestandtraceshambles
[44] coronavirus
[40] health
[26] pandemic
[23] fridaysforfuture
[20] nhs
[18] covid



Top Hashtags in Tweet in G1:
[275] bbcqt
[12] sercotestandtraceshambles
[6] covid19
[4] nhs
[3] scrapserco
[3] coronavirus
[2] questiontime
[2] nhscovid19app
[2] r4today
[1] eddavey

Top Hashtags in Tweet in G2:
[11] covid19
[6] covid
[5] health
[5] coronavirus
[5] publichealth
[3] public
[3] healthcare
[3] 7news
[3] 260labs
[3] digitalhealth

Top Hashtags in Tweet in G3:
[78] sercotestandtraceshambles
[14] covid19
[14] pandemic
[9] sercotestandtrace
[9] nhstestandtrace
[4] testandtrace
[1] banchlorpyrifos
[1] longcovid
[1] coviduk
[1] covidiots

Top Hashtags in Tweet in G5:
[3] covid19
[1] bced
[1] electionscience
[1] bcpoli

Top Hashtags in Tweet in G6:
[4] covid19
[1] covid
[1] votethemout
[1] bbcqt
[1] happytohelpkatie
[1] thenine

Top Hashtags in Tweet in G7:
[2] covid19
[1] domesticterrorism

Top Hashtags in Tweet in G8:
[9] nhs
[6] covid19
[5] covid19uk
[5] covid
[5] publicmedia
[4] uk
[4] pandemic
[4] covid_19
[2] leveluppublichealth
[2] covidtest

Top Hashtags in Tweet in G9:
[120] hydroxychloroquine

Top Hashtags in Tweet in G10:
[13] countlongcovid
[2] longcovid
[2] lancashire
[2] coronovirus
[1] marr
[1] sarscov2
[1] covid19
[1] sercotestandtraceshambles
[1] coronavirus
[1] indus

Top Words
Top Words in Tweet in Entire Graph:
[6474] health
[6383] public
[823] people
[718] covid
[594] more
[553] solve
[492] government
[484] 19
[453] re
[444] crisis

Top Words in Tweet in G1:
[781] public
[752] health
[515] solve
[281] re
[275] #bbcqt
[267] economic
[264] problem
[263] made
[257] going
[253] unless

Top Words in Tweet in G2:
[485] health
[451] public
[97] covid
[82] 19
[47] people
[41] pandemic
[39] more
[34] coronavirus
[31] mental
[25] cases

Top Words in Tweet in G3:
[244] public
[158] serco
[117] health
[99] case
[98] lessons
[97] richardhorton1
[97] easing
[97] lockdowns
[97] matters
[97] trust

Top Words in Tweet in G4:
[245] public
[245] health
[245] healthcare
[245] doctors
[243] roygaybiv
[241] less
[240] majors
[240] saying
[240] shouldn
[240] universal

Top Words in Tweet in G5:
[134] public
[132] health
[126] coronavirus
[109] drericding
[100] agency
[96] sweden's
[96] discussing
[96] imposing
[96] restrictions
[95] herd

Top Words in Tweet in G6:
[107] public
[107] health
[28] trace
[26] test
[22] scotgov
[21] bbcscotlandnews
[21] more
[20] policy
[20] vital
[20] around

Top Words in Tweet in G7:
[113] health
[86] act
[74] public
[42] used
[41] govt
[41] behavioural
[41] psychologists
[41] mount
[41] assault
[41] mental

Top Words in Tweet in G8:
[129] health
[128] public
[19] lgawellbeing
[19] spending
[19] funding
[18] call
[18] covid
[17] important
[17] felly500
[16] adphuk

Top Words in Tweet in G9:
[240] lost
[121] suppression
[120] many
[120] lives
[120] thanks
[120] political
[120] #hydroxychloroquine
[120] mostly
[119] tomfitton
[119] unde

Top Words in Tweet in G10:
[76] near
[71] health
[69] public
[49] drphilhammond
[41] normal
[38] life
[38] munich
[38] very
[38] masks
[38] inside

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5188] public,health
[467] covid,19
[304] health,crisis
[291] test,trace
[281] health,problem
[273] solve,economic
[271] solve,public
[265] re,going
[264] going,solve
[264] economic,problems

Top Word Pairs in Tweet in G1:
[730] public,health
[261] solve,economic
[254] solve,public
[254] health,problem
[252] going,solve
[252] economic,problems
[251] unless,solve
[251] problem,re
[251] re,going
[170] test,trace

Top Word Pairs in Tweet in G2:
[351] public,health
[73] covid,19
[31] mental,health
[19] health,officials
[16] health,measures
[14] health,england
[11] health,crisis
[8] social,distancing
[8] 19,vaccine
[8] health,care

Top Word Pairs in Tweet in G3:
[103] public,health
[97] lessons,easing
[97] easing,lockdowns
[97] lockdowns,matters
[97] matters,trust
[97] trust,clear
[97] clear,communication
[97] communication,active
[97] active,case
[97] case,finding

Top Word Pairs in Tweet in G4:
[245] public,health
[240] health,majors
[240] majors,saying
[240] saying,shouldn
[240] shouldn,universal
[240] universal,healthcare
[240] healthcare,doctors
[240] doctors,paid
[240] paid,less
[239] roygaybiv,public

Top Word Pairs in Tweet in G5:
[128] public,health
[100] health,agency
[96] sweden's,public
[96] agency,discussing
[96] discussing,imposing
[96] imposing,coronavirus
[96] coronavirus,restrictions
[94] sweden,herd
[94] herd,nope
[94] nope,sorry

Top Word Pairs in Tweet in G6:
[101] public,health
[25] test,trace
[19] vital,public
[19] wrap,brain
[19] brain,around
[19] around,msp's
[19] msp's,paid
[19] paid,regardless
[19] regardless,whether
[19] whether,parliament

Top Word Pairs in Tweet in G7:
[68] public,health
[41] govt,used
[41] used,behavioural
[41] behavioural,psychologists
[41] psychologists,mount
[41] mount,assault
[41] assault,mental
[41] mental,health
[41] health,criminal
[41] criminal,act

Top Word Pairs in Tweet in G8:
[97] public,health
[14] health,funding
[13] uk,government
[13] government,show
[12] work,centre
[12] centre,health
[12] health,economics
[12] economics,york
[12] york,shown
[12] shown,spending

Top Word Pairs in Tweet in G9:
[120] many,lives
[120] lives,lost
[120] lost,lost
[120] lost,thanks
[120] thanks,political
[120] political,suppression
[120] suppression,#hydroxychloroquine
[120] #hydroxychloroquine,mostly
[119] tomfitton,many
[119] mostly,unde

Top Word Pairs in Tweet in G10:
[66] public,health
[38] drphilhammond,life
[38] life,near
[38] near,munich
[38] munich,very
[38] very,near
[38] near,normal
[38] normal,masks
[38] masks,inside
[38] inside,buildings

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@jamesmelville
@gmb
@lucyallan
@bbcquestiontime
@bbcbreakfast
@yona1959
@neilclark66
@effiedeans
@agcolehamilton

Top Replied-To in G1:
@bbcquestiontime
@julianheather1
@devisridhar
@jackiebmsp
@sarahrosemary3
@thealiceroberts
@lesleyabeach
@descrappycat31
@andywhite1143
@matthancock

Top Replied-To in G3:
@lucyallan
@effiedeans
@simondolan
@neilclark66
@latimeralder
@skynews
@ianmurraymp
@hendopolis
@lukey372
@borisjohnson

Top Replied-To in G5:
@drericding
@pamj84

Top Replied-To in G6:
@bbcradioscot
@dhothersall
@paulwaugh
@qscmike
@scotgove
@stirling_tories
@kayeadams
@thetimesscot
@cypcs
@gabrielquotes

Top Replied-To in G7:
@timcolbourn
@peston
@alistairhaimes
@thatginamiller
@susanacreed
@ollyhamilton
@paulmatthews67
@hemsedalgirl
@mastertonco
@btp

Top Replied-To in G8:
@felly500
@shahed__ahmad
@stevekellgp
@bbcnews

Top Replied-To in G9:
@jamessreality
@ritapanahi
@sabhlok

Top Replied-To in G10:
@drphilhammond
@boycottsbat
@politicshome
@smiffy_73
@petermatza

Top Mentioned
Top Mentioned in Entire Graph:
@roygaybiv
@devisridhar
@edwardjdavey
@bbcquestiontime
@julianheather1
@kat_cary
@tomfitton
@keepnhspublic
@realchrisrufo
@drericding

Top Mentioned in G1:
@devisridhar
@edwardjdavey
@bbcquestiontime
@julianheather1
@kat_cary
@keepnhspublic
@libdemtim
@thattimwalker
@am1874northwich
@nhsour

Top Mentioned in G2:
@stalbansamnesty
@phillyeaglesfa1
@allan_crawshaw
@sankalpadarchul
@nus_cbme
@danwhite1972
@accuratewriting
@health_news_4u
@aneggonabeach

Top Mentioned in G3:
@richardhorton1
@dawnsmith07
@borisjohnson
@rishisunak
@azeem_majeed
@kailashchandobe
@susanmichie
@financialtimes
@keepnhspublic

Top Mentioned in G4:
@roygaybiv

Top Mentioned in G5:
@drericding
@buzzfeednews
@cbcnews
@paullewismoney
@angie_rasmussen
@cbcnewsbc
@rhmcgarry
@sinz54
@lee_georgina
@factcheck

Top Mentioned in G6:
@bbcscotlandnews
@scotgov
@martinjkeatings
@nacnud14
@carolecadwalla
@carolinelucas
@paulmasonnews
@robdunsmore
@dhothersall
@jasonleitch

Top Mentioned in G7:
@simonystwyth
@alistairhaimes
@lukejohnsonrcp
@sunetragupta
@carlheneghan
@stevebakerhw
@hegkong
@sirgrahambrady
@ballouxfrancois
@davidtcdavies

Top Mentioned in G8:
@lgawellbeing
@adphuk
@felly500
@jenniferthf
@nhaparty
@andy__bell__
@icharmaine
@davidjbuck
@shahed__ahmad
@sciencemagazine

Top Mentioned in G9:
@tomfitton
@sabhlok
@realdonaldtrump
@carnabyjohnson
@ritapanahi
@alistairhaimes

Top Mentioned in G10:
@drphilhammond
@revdraligray
@peterstefanovi2
@boycottsbat
@dr2nisreenalwan
@susan_bewley
@dr_sakthi
@eddavie
@sillyshib
@johndaitken

Top Tweeters
Top Tweeters in Entire Graph:
@mrdjones
@rashidaldosari
@robinsnewswire
@3novices
@cyberanonymous
@littlebytesnews
@joefreedomlove
@56perumal
@moonbootica
@independent

Top Tweeters in G1:
@allchanges
@jjj5819
@curiocat13
@suegray834
@djsiri
@pingachoo
@otivar55
@jrweaver55
@catherinemginn
@caravaggio12

Top Tweeters in G2:
@mrdjones
@robinsnewswire
@3novices
@littlebytesnews
@koalogger
@canoncitynews
@pqpolitics
@stanleysuen
@allan_crawshaw
@phillyeaglesfa1

Top Tweeters in G3:
@skynews
@chunkymark
@steph80335
@huwsayer
@financialtimes
@philipjtaylor1
@innamood
@johndmtb
@iromg
@tristramwyatt

Top Tweeters in G4:
@ohh_daisyy
@appajjp
@eliasthesailor
@wilderwuf
@yugbug
@jaemibbeom
@gus_vash
@lasshleyasshley
@kayvianey_
@dippingthauce

Top Tweeters in G5:
@sandradunn1955
@letscreateafr
@clarinetwoman2
@isa97
@oldwac1
@tendaijoe
@kevinpbreslin
@cbcnews
@myrenekala
@sewes_

Top Tweeters in G6:
@lillylyle
@natalie91231732
@peternimmo1
@weecass1888
@mrsmlh
@dhothersall
@paddy030750
@brown666w
@bbcscotlandnews
@glaikitgeezer

Top Tweeters in G7:
@wardj15
@z_chrissie
@eclectelectric
@nononoeu
@lacatholicstate
@tlavagabond
@pam30301
@grieve51166
@js100js100
@atamerarzu

Top Tweeters in G8:
@dr_shibley
@marionste
@bbcnews
@dwnews
@marypgkeating
@mancunianmedic
@1newsnz
@hildapalmer
@joseph65102920
@tv_hiec_chair

Top Tweeters in G9:
@lewtonserena5
@richlin11a
@ragstorm
@cressy777jeri
@lovesdianna
@patriotpromise2
@white_arrow_uk
@kimfike12
@sabrina67408695
@galleryatkingst

Top Tweeters in G10:
@supazeez
@waweru
@thejoedoe1
@bbcworld
@cleggy261
@iloveautumn2
@marxculture
@juliecuninghame
@politicshome
@danielakayb


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