public health, Twitter, 1/8/2022 12:57:56 PM, 269699
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public health_2022-01-08_04-30-02.xlsx
public health_2022-01-08_04-30-02.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
January 08, 2022
Short Description:
public health via NodeXL https://bit.ly/3F3WCeZ
@drharrythomas
@epiellie
@allysonpollock
@prfchrispainter
@june65wigan
@ukchange
@patsylou59
@thefreds
@gray4jay
@dockaurg

Top hashtags:
#covid19
#covid
#wakeywakey
#omicron
#covid_19
#auspol
#health
#nhs
#indianarmy

Description:
Description
The graph represents a network of 9,405 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, 08 January 2022 at 12:40 UTC.

The requested start date was Saturday, 08 January 2022 at 01:01 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, 34-minute period from Wednesday, 05 January 2022 at 10:33 UTC to Friday, 07 January 2022 at 11:07 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 : 9405
Unique Edges : 4006
Edges With Duplicates : 12536
Total Edges : 16542
Number of Edge Types : 5
Retweet : 6066
MentionsInRetweet : 6867
Mentions : 1704
Replies to : 646
Tweet : 1259
Self-Loops : 1286
Reciprocated Vertex Pair Ratio : 0.00410882842865075
Reciprocated Edge Ratio : 0.0081840300818403
Connected Components : 1406
Single-Vertex Connected Components : 380
Maximum Vertices in a Connected Component : 4344
Maximum Edges in a Connected Component : 8918
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.786614
Graph Density : 0.000102233465415986
Modularity : 0.561153
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,405 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, 08 January 2022 at 12:40 UTC.

The requested start date was Saturday, 08 January 2022 at 01:01 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, 34-minute period from Wednesday, 05 January 2022 at 10:33 UTC to Friday, 07 January 2022 at 11:07 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:
[19] https://www.parliament.act.gov.au/parliamentary-business/in-committees/media-releases/2021/media-release-call-for-submissions-on-public-health-amendment-bill-2021-no-2
[15] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years
[9] https://ktla.com/news/local-news/public-health-to-require-employers-to-provide-high-quality-masks-to-workers/
[9] https://www.sahealth.sa.gov.au/COVID2019
[9] https://inews.co.uk/news/health/nhs-staff-hopeline-messages-support-public-phone-line-1386034?ito=social_itw_theipaper&utm_medium=Social&utm_source=Twitter#Echobox=1641550160
[9] https://change.org/
[7] https://www.infosperber.ch/gesundheit/public-health/die-situation-jetzt-ist-voellig-irrational/
[6] https://twitter.com/BBCNWT/status/1478830130017488896
[5] https://www.nbcnews.com/health/health-care/public-health-emergency-end-cause-millions-lose-medicaid-coverage-rcna7419
[5] https://inews.co.uk/news/health/nhs-staff-hopeline-messages-support-public-phone-line-1386034

Top URLs in Tweet in G1:
[3] https://www.cp24.com/news/provinces-to-receive-140-million-additional-rapid-tests-in-january-1.5728155
[1] https://www.irishtimes.com/business/economy/nightmare-scenario-covid-strain-with-omicron-spread-and-delta-severity-1.4769683
[1] https://bit.ly/3roGrU7

Top URLs in Tweet in G2:
[16] https://www.parliament.act.gov.au/parliamentary-business/in-committees/media-releases/2021/media-release-call-for-submissions-on-public-health-amendment-bill-2021-no-2
[11] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years
[9] https://change.org/
[3] https://www.nytimes.com/2022/01/06/health/covid-vaccines-boosters.html?smid=tw-share
[3] https://yazing.com/deals/bonafidemasks/MikeElla
[2] https://twitter.com/bbcnwt/status/1478830130017488896
[2] https://www.smh.com.au/politics/federal/djokovic-denied-entry-because-of-politics-not-public-health-20220106-p59m9x.html
[2] https://www.abc.net.au/news/2021-08-10/brad-hazzard-refuses-to-make-covid-health-advice-public/100365386
[2] https://www.theage.com.au/politics/federal/djokovic-denied-entry-because-of-politics-not-public-health-20220106-p59m9x.html?btis
[2] https://apnews.com/article/coronavirus-pandemic-health-public-health-flu-bcfffc3bdd8e2ec47f86098612dde528

Top URLs in Tweet in G3:
[1] https://twitter.com/ohofillepetite/status/1477251378187620354

Top URLs in Tweet in G4:
[2] https://www.dailyposter.com/how-the-koch-network-hijacked-the-war-on-covid/
[2] https://www.brisbanetimes.com.au/politics/federal/djokovic-denied-entry-because-of-politics-not-public-health-20220106-p59m9x.html?ref=rss&utm_medium=rss&utm_source=rss_feed
[1] https://twitter.com/DaveTaylorNews/status/1479247672444096512
[1] https://www.abc.net.au/news/2022-01-07/nurse-resigns-over-staffing-shortages-at-westmead-hospital/100740406?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web
[1] https://twitter.com/peterluxmore/status/1479377446440882177
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=744370327&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=d82e84045cb346e9ade020d6268fe171&recruited_by_id=49dcb950-6338-11e7-8de9-1d02ff7efda2
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=9be00070-6ed9-11ec-a1fe-8d103f6d8868
[1] https://twitter.com/madamearth/status/1479377101107040258
[1] https://twitter.com/scottludlam/status/1479291365523558402
[1] https://twitter.com/AlanBixter/status/1476476366858063873

Top URLs in Tweet in G5:
[4] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=c028a630-6fa1-11ec-97bd-f3bbcaace1e1
[2] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=1244880630&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=cc26b0ecd98e40dca90e9969ae7c3c46&recruited_by_id=ad668790-6e8b-11ec-859c-3beed5ad1f38
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=1068287515&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=097a01590508409f8d8e64064db6e9df&recruited_by_id=580962d0-7366-11ea-86d1-218339191852
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=9fe4f060-6fa9-11ec-94e9-d5157751f158
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=353047724&utm_campaign=signature_receipt&utm_medium=twitter&utm_source=share_petition
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=3a3041c0-6fa9-11ec-8a39-59df844eb62f
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=e09c20c0-6fa8-11ec-ab0a-11fca9223568
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=46318838&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=151a2ed9d48142d7baa1314239b8b555&recruited_by_id=6ac39940-7f31-0130-ebc4-3c764e049b13
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_message&recruited_by_id=95154230-6fa8-11ec-b32e-33f4a25f1b96
[1] https://www.change.org/p/public-health-wales-keep-cervical-screening-to-3-years-and-not-extended-to-5-years?recruiter=250797061&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=ea825186e1cb49788f21e546d2b7b360&recruited_by_id=96c662d0-c820-11e4-aeb9-73dc0feff98d

Top URLs in Tweet in G6:
[1] https://www.cnbc.com/2022/01/06/moderna-ceo-says-people-may-need-fourth-covid-shot-as-efficacy-of-boosters-likely-to-decline-over-time.html
[1] https://www.rt.com/news/545181-macron-piss-off-unvaccinated/
[1] https://www.washingtonpost.com/outlook/2021/09/15/natural-immunity-vaccine-mandate/

Top URLs in Tweet in G7:
[6] https://ktla.com/news/local-news/public-health-to-require-employers-to-provide-high-quality-masks-to-workers/
[1] https://twitter.com/drleanawen/status/1478473357788073987
[1] https://trib.al/sBoN2s8
[1] https://twitter.com/breenewsome/status/1479132085294096385
[1] https://twitter.com/MWhitbourn/status/1474884665060171776
[1] https://www.smh.com.au/politics/federal/djokovic-denied-entry-because-of-politics-not-public-health-20220106-p59m9x.html?utm_medium=Social&utm_source=Twitter#Echobox=1641483124
[1] https://www.smh.com.au/national/our-covid-rear-vision-isn-t-pretty-but-we-can-t-ignore-the-oncoming-threat-in-our-windscreen-20220102-p59laq.html
[1] https://twitter.com/DrLeanaWen/status/1478911204986966017

Top URLs in Tweet in G8:
[2] https://trib.al/tUbzrQF
[2] http://www.jt7.me/1pN1sFB
[2] https://trib.al/g8L19dq
[1] https://ktla.com/news/local-news/public-health-to-require-employers-to-provide-high-quality-masks-to-workers/
[1] https://thetyee.ca/Analysis/2022/01/06/N95-Mask-We-Should-Be-Wearing/
[1] https://www.cnn.com/2021/05/03/health/air-filter-covid-scams-khn/index.html
[1] https://twitter.com/DrLeanaWen/status/1478935517358088195
[1] https://twitter.com/greg06897/status/1479365244933791749
[1] https://twitter.com/ProfEmilyOster/status/1466392189068623877

Top URLs in Tweet in G9:
[1] https://www.fda.gov.ph/fda-advisory-no-2021-3535-public-health-warning-against-the-purchase-and-use-of-the-following-verified-counterfeit-drug-products/

Top Domains
Top Domains in Tweet in Entire Graph:
[326] change.org
[280] twitter.com
[51] co.uk
[45] gov.au
[18] theguardian.com
[16] com.au
[16] trib.al
[15] bit.ly
[14] ac.uk
[14] org.uk

Top Domains in Tweet in G1:
[3] cp24.com
[1] irishtimes.com
[1] bit.ly

Top Domains in Tweet in G2:
[68] twitter.com
[46] change.org
[19] gov.au
[10] co.uk
[6] com.au
[5] blogspot.com
[4] linkedin.com
[4] nytimes.com
[3] irishtimes.com
[3] yazing.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[6] twitter.com
[3] theguardian.com
[2] dailyposter.com
[2] change.org
[2] com.au
[1] net.au
[1] aljazeera.com

Top Domains in Tweet in G5:
[259] change.org
[10] chng.it

Top Domains in Tweet in G6:
[1] cnbc.com
[1] rt.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[6] ktla.com
[4] twitter.com
[2] com.au
[1] trib.al

Top Domains in Tweet in G8:
[4] trib.al
[3] twitter.com
[2] jt7.me
[1] ktla.com
[1] thetyee.ca
[1] cnn.com

Top Domains in Tweet in G9:
[1] gov.ph

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[102] covid19
[97] covid
[71] wakeywakey
[44] omicron
[42] covid_19
[34] auspol
[31] health
[29] nhs
[25] indianarmy
[25] healthworkers



Top Hashtags in Tweet in G1:
[2] wales
[1] heartnews

Top Hashtags in Tweet in G2:
[8] health
[5] covid19
[5] covid
[4] auspol
[3] omicron
[3] nhs
[3] tplfattack
[2] covid19vic
[2] covid_19
[2] djokovic

Top Hashtags in Tweet in G4:
[86] covid
[9] auspol
[4] scottydoesntgivearats
[3] domicron
[3] nswpol
[3] scomicron
[3] australia
[3] omicron
[3] freerats
[2] covid_19

Top Hashtags in Tweet in G5:
[4] cervicalcancer
[1] petition
[1] smeartest
[1] womenshealth

Top Hashtags in Tweet in G6:
[4] itsaboutcontrol
[3] blockchain
[3] vaccine
[3] control

Top Hashtags in Tweet in G7:
[2] nswpol
[2] covid19nsw
[1] auspol

Top Hashtags in Tweet in G8:
[1] covid19

Top Hashtags in Tweet in G10:
[1] mediahealthendangerment
[1] princeandrew
[1] epsteinisland
[1] randyandy
[1] paedoprince
[1] sweatingyet
[1] pedophelia
[1] pedoprince

Top Words
Top Words in Tweet in Entire Graph:
[6583] public
[6173] health
[2936] degree
[1660] medical
[1464] drharrythomas
[1464] immunology
[1464] cambridge
[1464] master's
[1464] lon
[1463] oxford

Top Words in Tweet in G1:
[2857] degree
[1445] health
[1444] public
[1429] drharrythomas
[1429] medical
[1428] immunology
[1428] cambridge
[1428] oxford
[1428] master's
[1427] lon

Top Words in Tweet in G2:
[375] health
[349] public
[59] covid
[39] 19
[37] people
[33] years
[28] please
[28] more
[26] measures
[26] government

Top Words in Tweet in G3:
[378] อยากให
[378] ประเทศไทยม
[378] free
[378] public
[378] space
[378] หลายท
[378] เยอะๆเลยค
[378] ดว
[378] าเป
[378] นหน

Top Words in Tweet in G4:
[242] health
[232] public
[97] dom_perrottet
[95] nsw
[91] look
[90] failure
[88] drkerrynphelps
[86] #covid
[85] success
[85] right

Top Words in Tweet in G5:
[567] years
[285] cervical
[283] keep
[281] screening
[278] extended
[268] public
[268] health
[268] ukchange
[266] wales
[260] sign

Top Words in Tweet in G6:
[134] lockdowns
[111] covid
[109] public
[108] obvious
[108] martinkulldorff
[107] competent
[107] epidemiologists
[107] knew
[107] march
[107] 2020

Top Words in Tweet in G7:
[141] public
[128] health
[84] epiellie
[79] many
[74] before
[74] senior
[72] dealing
[72] massive
[72] crisis
[72] scale

Top Words in Tweet in G8:
[150] remotely
[148] public
[137] health
[81] going
[79] judahworldchamp
[78] one
[77] go
[77] school
[77] person
[75] pundits

Top Words in Tweet in G9:
[282] pekeng
[282] gamot
[141] mag
[141] ingat
[141] sa
[141] mga
[141] kumakalat
[141] paano
[141] malalaman
[141] kung

Top Words in Tweet in G10:
[58] covid
[57] nhs
[55] johnson
[55] claimed
[55] top
[55] 12
[55] weeks
[55] march
[55] 2020
[55] january

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5392] public,health
[1464] medical,degree
[1463] degree,immunology
[1463] immunology,cambridge
[1463] cambridge,medical
[1463] degree,oxford
[1463] oxford,master's
[1463] master's,public
[1462] drharrythomas,degree
[1462] health,lon

Top Word Pairs in Tweet in G1:
[1441] public,health
[1429] medical,degree
[1428] degree,immunology
[1428] immunology,cambridge
[1428] cambridge,medical
[1428] degree,oxford
[1428] oxford,master's
[1428] master's,public
[1427] drharrythomas,degree
[1427] health,lon

Top Word Pairs in Tweet in G2:
[274] public,health
[37] covid,19
[18] health,measures
[14] cervical,screening
[13] mental,health
[11] please,sign
[10] keep,cervical
[10] screening,years
[10] years,extended
[10] extended,years

Top Word Pairs in Tweet in G3:
[378] อยากให,ประเทศไทยม
[378] ประเทศไทยม,free
[378] free,public
[378] public,space
[378] space,หลายท
[378] หลายท,เยอะๆเลยค
[378] เยอะๆเลยค,ดว
[378] ดว,าเป
[378] าเป,นหน
[378] นหน,งในว

Top Word Pairs in Tweet in G4:
[202] public,health
[88] health,failure
[87] failure,look
[85] nsw,#covid
[85] #covid,success
[85] success,public
[85] look,dom_perrottet
[84] drkerrynphelps,nsw
[42] covid,whether
[42] whether,symptomatic

Top Word Pairs in Tweet in G5:
[281] keep,cervical
[281] cervical,screening
[279] screening,years
[278] years,extended
[277] extended,years
[268] public,health
[266] health,wales
[266] wales,keep
[245] sign,petition
[242] years,sign

Top Word Pairs in Tweet in G6:
[107] competent,epidemiologists
[107] epidemiologists,knew
[107] knew,march
[107] march,2020
[107] 2020,obvious
[107] obvious,covid
[107] covid,suppressed
[107] suppressed,lockdowns
[106] martinkulldorff,competent
[95] public,health

Top Word Pairs in Tweet in G7:
[124] public,health
[72] dealing,massive
[72] massive,public
[72] health,crisis
[72] crisis,scale
[72] scale,none
[72] none,lived
[72] lived,before
[72] before,many
[72] many,senior

Top Word Pairs in Tweet in G8:
[135] public,health
[75] health,pundits
[75] pundits,going
[75] going,tv
[75] tv,remotely
[75] remotely,kids
[75] kids,go
[75] go,school
[75] school,person
[75] person,remotely

Top Word Pairs in Tweet in G9:
[141] mag,ingat
[141] ingat,sa
[141] sa,mga
[141] mga,kumakalat
[141] kumakalat,pekeng
[141] pekeng,gamot
[141] gamot,paano
[141] paano,malalaman
[141] malalaman,kung
[141] kung,peke

Top Word Pairs in Tweet in G10:
[55] johnson,claimed
[55] claimed,top
[55] top,covid
[55] covid,12
[55] 12,weeks
[55] weeks,march
[55] march,2020
[55] 2020,january
[55] january,2022
[55] 2022,nhs

Top Replied-To
Top Replied-To in Entire Graph:
@dpjhodges
@bbcnwt
@mollyblackall
@drtedros
@normanswan
@fergalbowers
@drleanawen
@hans0lchwe
@piainmypants
@drkerrynphelps

Top Replied-To in G1:
@maseratiadvent1
@f1tzy79
@drharrythomas

Top Replied-To in G4:
@normanswan
@drkerrynphelps
@albomp
@kaakoda_moore
@ssymles
@whereiswenck
@johnleo61557182
@lukehgomes
@wolftickler2000
@docbaty

Top Replied-To in G6:
@essexpr
@villainmartgma1
@nrv2020
@marklawrence77
@bmz9453

Top Replied-To in G7:
@epiellie
@garypwarren
@barristernola
@furtherthanzero
@smh
@drdayasharma
@perpetualwinger

Top Replied-To in G8:
@drleanawen
@chrislhayes
@brothertheo2
@hegkong
@roseajacob
@zubymusic
@judahworldchamp
@denise_dewald

Top Replied-To in G10:
@richardburgon

Top Mentioned
Top Mentioned in Entire Graph:
@drharrythomas
@rattchada
@ukchange
@arshiethromycin
@martinkulldorff
@tarahaelle
@dom_perrottet
@epiellie
@financialtimes
@drkerrynphelps

Top Mentioned in G1:
@drharrythomas
@sturdyalex
@cp24
@sarahmeyernyc
@jmason
@torrancealerts
@heartwalesnews
@thecoastguy
@dlooney

Top Mentioned in G2:
@michaelleella
@pickersgillm
@ihatethisshit
@foodprofessor
@tv_casualty__
@kenyanbaea
@weqayauae
@bestcosmsurg
@uthmanfuntua
@colourmeamused_

Top Mentioned in G3:
@rattchada

Top Mentioned in G4:
@dom_perrottet
@drkerrynphelps
@sallymcmanus
@normanswan
@scottmorrisonmp
@markmcgowanmp
@sallylawry
@janecaro
@quentindempster
@youarelobbylud

Top Mentioned in G5:
@ukchange
@shaughna_p
@hollyls77
@funbags28481740
@vetyogi
@redrosa91940184
@drharrythomas
@alixlouisepage
@scottishlass481
@ukch

Top Mentioned in G6:
@martinkulldorff
@danjgregory
@michaelpsenger
@bell00david
@dontbetyet
@mabsoud
@eurohistprof
@gillianmckeith
@nadhimzahawi
@qntisthekey

Top Mentioned in G7:
@epiellie
@breenewsome
@propublica
@kprather88
@drdavidmichaels
@zekeemanuel
@rickabright
@smh
@abraarkaran
@juliaraifman

Top Mentioned in G8:
@judahworldchamp
@comradeaux
@omanreagan
@profemilyoster
@drleanawen
@thetyee
@pedsdanny
@biannagolodryga
@furnesscolin
@cnn

Top Mentioned in G9:
@arshiethromycin

Top Mentioned in G10:
@prfchrispainter
@mhdksafa
@johnmcdonnellmp
@drharrythomas
@lloydhardy
@jockmcleod53
@stvnews
@epiellie
@richardburgon
@bbcscotland

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@threadreaderapp
@barntiques859
@edinburghwatch
@recitesocial
@world_news_eng
@delta
@viralvideovlogs
@cota3143
@pckj3627

Top Tweeters in G1:
@jrbkjrbk
@tyrelle123
@mae_carson2
@postinortwo
@fedupofpollys
@lorelei3112
@irisstylosa
@markrowantree
@marciaj64
@bwtibbitts

Top Tweeters in G2:
@allchanges
@breakingnewsie
@euwatchers
@marketscafe
@deccanherald
@iweller_health
@malaymail
@peninsulaqatar
@eurojournaleng
@atlasdanced

Top Tweeters in G3:
@decemberkidx
@ioumba
@saizaiijung_
@fairynorth
@qwertydudex
@biibaabow
@fluffysjjv
@pharunyamp
@yrstsry
@katrrph

Top Tweeters in G4:
@edinburghwatch
@recitesocial
@pckj3627
@blanketcrap
@slsandpet
@suthernx
@roseannebyrne
@thewillowghost
@jboyded
@eve5810

Top Tweeters in G5:
@manatrue
@medicojunghiano
@lisalisaw1
@samm_designs
@fanxyheon
@amandas81849097
@samsoprano30
@tryingattimes
@freepeeper
@irjustineee

Top Tweeters in G6:
@afp
@reggaecrisp1
@g_zerbato
@essexpr
@godfrey28482926
@autoctono_it
@cliverhymester
@sorellabaderla
@peterconstant
@petros_berhe

Top Tweeters in G7:
@sandradunn1955
@funnagan
@inforenique
@notacquiescing
@dominica_mora
@dialogician
@anonomouse1981
@declan_hoare
@bookcrossingfan
@roylilley

Top Tweeters in G8:
@barntiques859
@pushandpulljlm
@janiecestaton
@raypride
@morbid_elation
@papercakes
@cnn
@innamood
@lawrenceconnol2
@imincorrigible

Top Tweeters in G9:
@fllattersshy
@nursejoana_
@maldita_bunana
@smolglovs
@zouisey
@chikleto4
@kn_khn_
@caidanbea
@baenidae
@ro28an

Top Tweeters in G10:
@avonan
@guse_guse
@mrconnies
@maelysdervenn
@gareth0108
@gaylaannette
@sixfieldssid
@mryfrtsn
@stvnews
@scarbro8


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