healthcare, Twitter, 1/9/2023 12:08:19 PM, 287513


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healthcare_2023-01-08_22-00-00.xlsx
healthcare_2023-01-08_22-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 09, 2023
Short Description:
healthcare via NodeXL https://bit.ly/3IByYfu
@derricktgoat
@ninaturner
@dylanogline
@rishisunak
@systonhouse
@carolinagirl_45
@cozens2c
@phydellall
@hifilusty
@bladeofthes

Top hashtags:
#healthcare
#bbclaurak
#health
#nhscrisis
#nhs
#racialprofiling
#ai
#jpm23
#ces

Description:
Description
The graph represents a network of 7,027 Twitter users whose recent tweets contained "healthcare", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 06:04 UTC.

The tweets in the network were tweeted over the 1705-day, 10-hour, 56-minute period from Wednesday, 09 May 2018 at 14:04 UTC to Monday, 09 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 7027
Unique Edges : 4265
Edges With Duplicates : 10905
Total Edges : 15170
Number of Edge Types : 9
Replies to : 1577
MentionsInReplyTo : 3878
Retweet : 3384
MentionsInRetweet : 4243
Tweet : 1150
Quote : 177
MentionsInQuote : 99
Mentions : 495
MentionsInQuoteReply : 167
Self-Loops : 1526
Reciprocated Vertex Pair Ratio : 0.0272921645076091
Reciprocated Edge Ratio : 0.0531341821743389
Connected Components : 1242
Single-Vertex Connected Components : 371
Maximum Vertices in a Connected Component : 2855
Maximum Edges in a Connected Component : 7320
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.440061
Graph Density : 0.000165438898582026
Modularity : 0.548435
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,027 Twitter users whose recent tweets contained "healthcare", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 06:04 UTC.

The tweets in the network were tweeted over the 1705-day, 10-hour, 56-minute period from Wednesday, 09 May 2018 at 14:04 UTC to Monday, 09 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : healthcare
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:
[43] https://www.africanews24-7.co.za/index.php/southafricaforever/investigation-chilling-curse-black-healthcare-professionals-south-africa/
[27] https://healthcare.gov/
[18] https://therealdrjudy.com/newsletters
[12] https://www.dropbox.com/s/j3vvqe31vg9jaix/BLACKLISTED%20DOCTORS%20BY%20GEMS.pdf?dl=0
[11] https://www.theguardian.com/politics/2023/jan/08/rishi-sunak-whether-i-use-private-healthcare-is-not-really-relevant?CMP=Share_iOSApp_Other
[11] https://www.einnews.com/pr_news/607678579/healthcare-marketing-beyond-business-marketing-nth-sense-s-say
[11] https://twinybots.ch/
[11] https://thehill.com/policy/healthcare/3803161-what-we-know-about-the-xbb-1-5-covid-variant-sweeping-the-northeast/
[9] https://twitter.com/Gompami/status/1612040832252801024/photo/1
[9] https://twitter.com/thehill/status/1612226652896886784/photo/1

Top URLs in Tweet in G1:
[9] https://twinybots.ch/
[8] https://www.einnews.com/pr_news/607678579/healthcare-marketing-beyond-business-marketing-nth-sense-s-say
[6] https://mindinghearts.com/2022/03/25/healthcare-reform/
[4] https://twitter.com/GregEqEd/status/1612229303869005826/photo/1
[4] https://twitter.com/asxdecks/status/1612224264265932800/photo/1
[4] http://www.thebigjobsite.com/details/4DD6E7F027345DEB046EEEC4EA730CDD
[3] https://www.smh.com.au/healthcare/why-i-worry-for-dairy-deprived-mums-and-kids-20230106-p5cat2.html
[3] https://twitter.com/n4mzzzz/status/1612234483268288512/photo/1
[2] https://www.bbc.com/news/uk-politics-64202855
[2] https://www.theguardian.com/commentisfree/picture/2023/jan/08/ben-jennings-on-rishi-sunaks-answers-on-healthcare-cartoon?CMP=Share_AndroidApp_Other

Top URLs in Tweet in G2:
[7] https://twitter.com/bbcpolitics/status/1612016520384626691
[6] https://qrcode.skynews.com/skynews/politicshub
[4] https://twitter.com/BBCPolitics/status/1612016520384626691/video/1
[4] https://trib.al/ChlAhQn
[4] https://twitter.com/RishiSunak/status/1611738926384877572/photo/1
[4] https://twitter.com/BBCPolitics/status/1612016520384626691
[4] https://twitter.com/HiFiLusty/status/1612244901726654464/photo/1
[4] https://twitter.com/SteveBarclay/status/1611441368831823888/photo/1
[3] https://trib.al/EfVSdhR
[2] https://www.theguardian.com/politics/2022/nov/21/rishi-sunak-is-registered-with-private-gp-practice

Top URLs in Tweet in G3:
[4] https://www.original-political-cartoon.com/
[2] https://twitter.com/mettlesome_teri/status/1611663798946992128/photo/1
[1] https://www.bbc.co.uk/news/uk-politics-64202855
[1] https://twitter.com/LBC/status/1612020043092459520/video/1
[1] https://twitter.com/Dr_BellaR/status/1612226989368262659/photo/1
[1] https://twitter.com/marinapurkiss/status/1612061934383403009
[1] https://twitter.com/Parody_PM/status/1612125634179862529/video/1
[1] https://twitter.com/bbcpolitics/status/1612016520384626691
[1] https://twitter.com/BBCPolitics/status/1612016520384626691/video/1
[1] https://twitter.com/DrWaheedArian/status/1612180247386128385/photo/1

Top URLs in Tweet in G4:
[3] https://twitter.com/cjmelenchuk/status/1610338148915253248/photo/1
[1] https://twitter.com/derricktgoat/status/1612224029221429250
[1] https://twitter.com/laino45/status/1610476109526888448
[1] https://twitter.com/rachelnotley/status/1611851466087489536
[1] https://twitter.com/KirkLubimov/status/1611128974884618240/photo/1
[1] https://calgary.citynews.ca/2023/01/06/alberta-ndp-ucp-healthcare/
[1] https://shea-online.org/pre-procedure-and-pre-admission-covid-19-testing-no-longer-recommended-for-asymptomatic-patients/
[1] https://twitter.com/davidzweig/status/1605593473020620800/photo/1
[1] https://twitter.com/Arwenstar/status/1609199285039468548/photo/1
[1] https://www.washingtonexaminer.com/restoring-america/community-family/transgenderism-is-experiencing-a-crisis-of-scientific-legitimacy

Top URLs in Tweet in G5:
[2] https://twitter.com/jdvance1/status/1612135009070252033
[2] https://twitter.com/IBSalty/status/1612220247238643715/photo/1
[1] https://twitter.com/GovMikeDeWine/status/1612232746163900416/photo/1
[1] https://twitter.com/GovMikeDeWine/status/1612235512386883584/photo/1
[1] https://twitter.com/nonno_paula/status/1612150187870363648/photo/1

Top URLs in Tweet in G6:
[2] https://twitter.com/savoirfaire_2/status/1612019228605034497/photo/1
[1] https://twitter.com/MLGG2/status/1612252928445669377/photo/1
[1] https://twitter.com/alandrummond2/status/1612180222052372482
[1] https://twitter.com/MLGG2/status/1612252404136742912/photo/1
[1] https://www.irishtimes.com/health/2023/01/08/hospital-overcrowding-should-be-treated-as-a-national-crisis-says-inmo/
[1] https://twitter.com/tophlambie/status/1611768684942352384
[1] https://twitter.com/gordonpreece/status/1612168975802040320/photo/1
[1] https://twitter.com/chronicleherald/status/1612181609918111746
[1] https://www.saltwire.com/halifax/news/dying-in-cumberland-deputy-fire-chief-mother-of-3-latest-victim-of-ns-health-care-crisis-100812115/?utm_medium=Social&utm_source=Twitter#Echobox=1673209023-1
[1] https://twitter.com/Peter_Tabuns/status/1612161547014389768/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/dgurdasani1/status/1611046352552865792
[1] https://twitter.com/JVLazarus/status/1609190852915793920
[1] https://www.truthdig.com/articles/stiffing-us-taxpayers-fortune-500-holding-2-6-trillion-offshore/
[1] https://harvardlpr.com/online-articles/shipping-jobs-overseas-how-the-tax-code-subsidizes-foreign-investment-and-how-to-fix-it/

Top URLs in Tweet in G8:
[2] https://www.liverpoolecho.co.uk/news/liverpool-news/ae-doctors-this-isnt-healthcare-25882509
[2] https://twitter.com/jimmycoops2018/status/1612204374406692867/photo/1
[2] https://twitter.com/BBCRosAtkins/status/1611104125718265856/video/1
[1] https://twitter.com/BBCPolitics/status/1612016520384626691/video/1
[1] https://twitter.com/LiamThorpECHO/status/1611804666731323392/photo/1
[1] https://twitter.com/ashwinisahaya/status/1612019213841092610
[1] https://www.bbc.co.uk/news/health
[1] https://twitter.com/EveryDoctorUK/status/1611052914403074049/video/1
[1] https://twitter.com/EveryDoctorUK/status/1611075185477558272/video/1
[1] https://www.theguardian.com/society/2023/jan/07/revealed-nhs-trusts-tell-patients-they-can-go-private-and-jump-hospital-queues?CMP=Share_iOSApp_Other

Top URLs in Tweet in G9:
[1] https://checkmyclinic.org/
[1] https://twitter.com/march_for_life/status/1612123213911179268
[1] https://twitter.com/Aborti0nRights/status/1612125477568761856

Top URLs in Tweet in G10:
[1] https://www.foxnews.com/politics/biden-slammed-comparing-illegal-aliens-jews-fleeing-nazis-shameful-out-of-touch
[1] https://twitter.com/itsonlywords/status/1612234042937872385/photo/1
[1] https://twitter.com/RobinApplebyMD/status/1612226827753324547/photo/1
[1] https://insurancenewsnet.com/oarticle/beware-the-uk-nationalized-healthcare-disservice-is-heading-for-america
[1] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2019/10/10/how-nutrition-tech-could-save-our-healthcare-system-and-billions-of-lives-around-the-world/

Top Domains
Top Domains in Tweet in Entire Graph:
[959] twitter.com
[55] theguardian.com
[43] co.za
[37] co.uk
[35] careerarc.com
[29] healthcare.gov
[22] trib.al
[22] thehill.com
[21] reuters.com
[18] therealdrjudy.com

Top Domains in Tweet in G1:
[87] twitter.com
[34] careerarc.com
[12] theguardian.com
[9] com.au
[9] twinybots.ch
[9] einnews.com
[8] linkedin.com
[8] co.uk
[8] jobboardsearch.com
[6] mindinghearts.com

Top Domains in Tweet in G2:
[87] twitter.com
[9] co.uk
[9] trib.al
[7] theguardian.com
[6] skynews.com
[5] sky.com
[2] gov.uk
[1] rfi.fr
[1] realmedia.press

Top Domains in Tweet in G3:
[14] twitter.com
[4] original-political-cartoon.com
[2] theguardian.com
[1] co.uk

Top Domains in Tweet in G4:
[17] twitter.com
[1] citynews.ca
[1] shea-online.org
[1] washingtonexaminer.com
[1] slaw.ca
[1] weforum.org

Top Domains in Tweet in G5:
[7] twitter.com

Top Domains in Tweet in G6:
[20] twitter.com
[1] irishtimes.com
[1] saltwire.com
[1] canada.ca
[1] npr.org
[1] greaterkashmir.com
[1] hcamag.com
[1] politicstoday.news
[1] cbc.ca

Top Domains in Tweet in G7:
[2] twitter.com
[1] truthdig.com
[1] harvardlpr.com

Top Domains in Tweet in G8:
[12] twitter.com
[3] co.uk
[1] theguardian.com

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

Top Domains in Tweet in G10:
[2] twitter.com
[1] foxnews.com
[1] insurancenewsnet.com
[1] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[237] healthcare
[53] bbclaurak
[46] health
[41] nhscrisis
[37] nhs
[26] racialprofiling
[25] ai
[23] jpm23
[22] ces
[22] medtwitter



Top Hashtags in Tweet in G1:
[80] healthcare
[16] health
[8] digitalmarketing
[8] digital
[8] jobalert
[8] jobsearch
[8] jobseekers
[7] medical
[7] nursing
[5] jobs

Top Hashtags in Tweet in G2:
[28] bbclaurak
[14] nhs
[7] ridge
[7] schools
[7] trains
[4] toriesdestroyingournhs
[3] nhscrisis
[2] excluded
[2] waspis
[2] mortgageprisoners

Top Hashtags in Tweet in G3:
[25] nhscrisis
[8] bbclaurak
[7] nhs
[2] rishisunak
[2] shiftysunak
[1] gtto
[1] toriesout
[1] toriesdestroyingournhs
[1] torycriminalsunfittogovern
[1] toriesout183

Top Hashtags in Tweet in G4:
[5] unvaxxed
[4] alberta
[4] bcpoli
[4] abpoli
[3] cdnpoli
[2] ableg
[1] abhealth
[1] blockedbysmith
[1] canada
[1] pierrepoilievre

Top Hashtags in Tweet in G5:
[1] christofascism

Top Hashtags in Tweet in G6:
[3] ontario
[3] onpoli
[3] jk
[2] healthcare
[2] savehealthcare
[2] dougford
[2] fordfailedontario
[2] jammu
[2] dougfordhasdestroyedhealthcare
[1] odsp

Top Hashtags in Tweet in G7:
[1] rishisunak
[1] torybrokenbritain
[1] torysewageparty
[1] retweet
[1] generalelectionnow

Top Hashtags in Tweet in G8:
[4] bbclaurak
[1] ridge
[1] nhscrisis

Top Hashtags in Tweet in G10:
[3] medicine
[1] health
[1] nutrition

Top Words
Top Words in Tweet in Entire Graph:
[4194] healthcare
[950] private
[713] people
[687] nhs
[528] health
[489] more
[457] sunak
[384] rishi
[351] care
[332] system

Top Words in Tweet in G1:
[331] healthcare
[80] #healthcare
[46] health
[42] job
[34] more
[33] private
[32] care
[30] people
[25] apply
[22] 2023

Top Words in Tweet in G2:
[303] healthcare
[207] private
[119] nhs
[89] sunak
[88] people
[84] rishisunak
[71] more
[69] uk
[69] use
[62] patients

Top Words in Tweet in G3:
[343] healthcare
[226] nhs
[219] private
[211] sunak
[161] rishi
[100] people
[79] uses
[66] bladeofthes
[62] uk
[60] use

Top Words in Tweet in G4:
[212] healthcare
[163] derricktgoat
[147] accident
[146] daughter
[146] wife
[146] hours
[145] know
[145] wait
[145] screwed
[145] car

Top Words in Tweet in G5:
[199] healthcare
[174] ninaturner
[166] radical
[110] wanting
[80] year
[77] paid
[77] leave
[76] 500
[76] house
[76] speaker

Top Words in Tweet in G6:
[137] healthcare
[24] enrich
[24] jordanmroberts
[23] fordnation
[23] being
[23] tax
[22] health
[22] oligarchs
[22] reason
[21] privatized

Top Words in Tweet in G7:
[116] dylanogline
[72] helm
[72] both
[72] capitalism
[72] unfettered
[72] oligarchs
[71] one
[70] same
[70] theocracy
[70] sides

Top Words in Tweet in G8:
[88] healthcare
[74] doctors
[49] rishi
[45] crisis
[44] liamthorpecho
[42] allowed
[40] nhs
[40] private
[35] working
[33] hospitals

Top Words in Tweet in G9:
[53] abortion
[38] healthcare
[22] march_for_life
[20] human
[20] choice
[19] life
[17] personal
[15] ends
[15] intentionally
[9] child

Top Words in Tweet in G10:
[77] illegals
[76] fleeing
[76] jews
[75] treatment
[75] crossing
[75] comparison
[75] caught
[75] holocaust
[75] southern
[75] border

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[707] private,healthcare
[323] rishi,sunak
[203] uses,private
[202] healthcare,system
[157] know,healthcare
[150] accident,sit
[150] car,accident
[150] wife,daughter
[150] daughter,car
[150] sit,hours

Top Word Pairs in Tweet in G1:
[21] private,healthcare
[13] healthcare,conference
[12] link,bio
[12] healthcare,system
[12] morgan,healthcare
[11] see,latest
[10] job,opening
[10] latest,job
[10] healthcare,hiring
[9] healthcare,marketing

Top Word Pairs in Tweet in G2:
[136] private,healthcare
[56] use,private
[55] healthcare,professionals
[53] pharmacists,prescribing
[53] citizens,residents
[53] volunteer,trial
[53] database,parmamacists
[53] uk,citizens
[53] residents,work
[53] painkillers,local

Top Word Pairs in Tweet in G3:
[194] private,healthcare
[159] rishi,sunak
[79] uses,private
[73] healthcare,nhs
[47] sunak,use
[47] nhs,imagine
[47] people,rishi
[47] imagine,fast
[47] healthcare,banned
[47] use,nhs

Top Word Pairs in Tweet in G4:
[145] accident,sit
[145] sit,hours
[145] wife,daughter
[145] car,accident
[145] know,healthcare
[145] daughter,car
[145] healthcare,screwed
[145] hours,emergency
[145] screwed,wife
[144] emergency,wait

Top Word Pairs in Tweet in G5:
[76] 500,year
[76] healthcare,unlimited
[76] unlimited,paid
[76] speaker,house
[76] year,healthcare
[76] meanwhile,minimum
[76] house,makes
[76] 223,500
[76] makes,223
[76] paid,leave

Top Word Pairs in Tweet in G6:
[21] reason,healthcare
[21] privatized,oligarchs
[21] dollars,enrich
[21] oligarchs,tax
[21] being,privatized
[21] tax,dollars
[21] healthcare,being
[20] enrich,canad
[20] jordanmroberts,reason
[16] healthcare,system

Top Word Pairs in Tweet in G7:
[72] unfettered,capitalism
[72] oligarchs,helm
[72] capitalism,oligarchs
[70] theocracy,unfettered
[70] sides,same
[70] both,sides
[70] same,one
[70] one,theocracy
[69] helm,wa
[69] dylanogline,both

Top Word Pairs in Tweet in G8:
[32] working,accident
[32] accident,emergency
[32] emergency,departments
[32] departments,liverpool
[32] hospitals,current
[32] liverpool,hospitals
[32] several,doctors
[32] doctors,working
[32] spoke,several
[32] current,crisis

Top Word Pairs in Tweet in G9:
[21] abortion,healthcare
[19] march_for_life,abortion
[17] abortion,personal
[17] personal,choice
[16] life,abortion
[15] intentionally,ends
[15] healthcare,intentionally
[15] ends,human
[15] human,life
[6] point,death

Top Word Pairs in Tweet in G10:
[75] caught,fleeing
[75] holocaust,jews
[75] comparison,holocaust
[75] illegals,crossing
[75] southern,border
[75] treatment,illegals
[75] jews,caught
[75] crossing,southern
[75] border,comparison
[74] carolinagirl_45,treatment

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@derricktgoat
@bbcpolitics
@ninaturner
@ashwinisahaya
@uberfacts
@gavinsauer3
@3yearletterman
@rishisunak
@ridgeonsunday

Top Replied-To in G2:
@bbcpolitics
@rishisunak
@ridgeonsunday
@skynews
@meljstride
@10downingstreet
@hmtreasury
@rhonddabryant
@councillorsuzie
@hayleygrafton

Top Replied-To in G3:
@parody_pm
@marinapurkiss
@socialistmma
@janesarah870
@campbellclaret
@t166er
@adilray
@premnsikka

Top Replied-To in G4:
@derricktgoat
@jordanbpeterson
@lionadvocacy
@asifintoronto
@rachelnotley
@vrbik_jan
@yelyacs
@realtalkrj
@laino45
@donnajanerich

Top Replied-To in G5:
@ninaturner
@jdvance1
@govmikedewine
@ironlady72
@alexthestrait
@d8n_barb
@imspeaking13
@20dumpsterfire
@clistonbrown
@chrissm02477841

Top Replied-To in G6:
@kayceemaduyeg
@jordanmroberts
@alandrummond2
@itsmejackieptbo
@darylbrain
@1963canuck
@thetyee
@anneofkingston
@bussindussin
@bbcworld

Top Replied-To in G7:
@dylanogline
@ladybuggreen1
@dannerfoundati1

Top Replied-To in G8:
@tom___scott
@bbcrosatkins
@liamthorpecho
@michaeltakemp

Top Replied-To in G9:
@duchessdoinstuf
@psm465shewontfl
@janemarch888
@shirospirit
@aborti0nrights
@to_discussion
@juliaswart3
@jeffrey_c7755
@beethovengal
@krispi_largo

Top Replied-To in G10:
@robinapplebymd
@_kingdarius12

Top Mentioned
Top Mentioned in Entire Graph:
@ninaturner
@derricktgoat
@dylanogline
@tryangregory
@rohitakadambi
@rishisunak
@carolinagirl_45
@bladeofthes
@bbclaurak
@liamthorpecho

Top Mentioned in G1:
@thehaunted2001
@atrenam_ji
@cmaguide
@resaustralia
@maynereport
@280plus_pod
@hooperjasmine00

Top Mentioned in G2:
@rishisunak
@bbclaurak
@skynews
@bbcpolitics
@oxforddiplomat
@tortoise
@jemmaforte
@togetherdec
@tmt1958
@dailymirror

Top Mentioned in G3:
@bladeofthes
@jeremycorbyn
@sangitamyska
@marinapurkiss
@ahmedhankir
@adilray
@nurseborisbash
@dr_bellar
@drwaheedarian
@clairebubblepop

Top Mentioned in G4:
@derricktgoat
@lionadvocacy
@arwenstar
@rachelnotley
@dshepyeg
@jordanbpeterson
@kirklubimov
@luclad
@laino45
@cjmelenchuk

Top Mentioned in G5:
@ninaturner
@jdvance1
@cixergamer
@robportman
@idacoll_11
@imspeaking13
@clistonbrown
@drskyskull
@ironlady72
@nobodyherenah

Top Mentioned in G6:
@fordnation
@jordanmroberts
@canadianinab
@justintrudeau
@pierrepoilievre
@amitaryamd
@thetyee
@timhoustonns
@sylviajonesmpp
@kayceemaduyeg

Top Mentioned in G7:
@dylanogline
@stuartrouse
@annasviben
@dannerfoundati1
@dgurdasani1
@kishineff
@derricktgoat
@lmb_teach
@thegradmedic

Top Mentioned in G8:
@liamthorpecho
@traceyr64968698
@michaeltakemp
@bbcrosatkins
@revoltinghippie
@jimmycoops2018
@drjanaway
@bbcpolitics
@everydoctoruk
@bladeofthes

Top Mentioned in G9:
@march_for_life
@aliceking69
@wicked_wiccan76
@listenandpray
@shaneal61102366
@redusa21
@juliaswart3
@aiyah02436291
@aborti0nrights

Top Mentioned in G10:
@carolinagirl_45
@robinapplebymd
@itsonlywords
@toscaausten
@drjosephantoun
@potus
@derricktgoat

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@gambiste1
@jurylady5
@phildecarolis
@cybersecurityn8
@aaolion
@delta
@jmuhj1
@bliadhnaichean
@evankirstel

Top Tweeters in G1:
@hagiwararyu11
@danspena
@nwjs_jobs
@nicktompan
@investingstockz
@artstrada
@fredchristian10
@larshano
@ft
@stock_market_pr

Top Tweeters in G2:
@dailymirror
@catherinemginn
@jan_s_b_459
@skynews
@telegraph
@dom972joe
@thebonnydoon
@geoffreyclewes
@mauriceg88
@calvincasino

Top Tweeters in G3:
@jurylady5
@tartancobweb
@christinejameis
@ranilyons
@lalitapetila
@magapanthus
@fascinatorfun
@sianjasper
@saleemulhuq
@misslauramarcus

Top Tweeters in G4:
@maegan_laporte
@moniquedhooghe
@elbowriver28
@lisalisa365
@lindcalgary
@sam10k
@radioman253
@velianaylor
@raytoutofer
@davidpylyp

Top Tweeters in G5:
@wavetop
@lizpatterson53
@drskyskull
@aprairiesong
@tinalouise37
@mmmukalla
@vmkellervanessa
@rfazoo
@khalil_asaptde
@darinolson5

Top Tweeters in G6:
@dianneathome
@chuckw12
@debp197
@mini_bubbly
@anik1968
@bbcworld
@yogaskidogs
@moe456
@mlgg2
@lacgfy

Top Tweeters in G7:
@beverlyfolkers
@darylgibson
@emgfind
@jmarrmarr
@crazymomma007
@noisynanawarat1
@valerielynnecl2
@marcelaluqu
@kimtomp11872840
@incognitobanski

Top Tweeters in G8:
@curiocat13
@gordsuk
@heather63262308
@susanchubb1
@nickstevenson63
@lacaldojewelery
@60sleigh
@catethetwaate
@jeanid123
@kdemonqueen30

Top Tweeters in G9:
@rainmc
@stevieanntas
@cryssyj824
@meljsaysso
@buzzsaws1990
@aliceking69
@rustygooddalek1
@devansdede
@starinajohnson
@krispi_largo

Top Tweeters in G10:
@vebo1991
@toscaausten
@regardeleciel1
@bean9986
@itsonlywords
@theleightons327
@melissarnmba
@hightide172
@exnymike2
@creasonjana


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