healthcare, Twitter, 1/16/2023 6:11:53 AM, 288153


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healthcare_2023-01-15_22-00-00.xlsx
healthcare_2023-01-15_22-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2023
Short Description:
healthcare via NodeXL https://bit.ly/3Xg9wQU
@fordnation
@1goodtern
@lorraindeer
@venilia13
@justintrudeau
@dfisman
@captaincoby00
@silentkil_er
@kahssay8
@raghu_venugopal

Top hashtags:
#healthcare
#health
#medical
#onpoli
#psa
#lucy
#meded
#medtwitter
#cdnpoli
#xrp

Description:
Description
The graph represents a network of 6,698 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 06:04 UTC.

The tweets in the network were tweeted over the 2138-day, 14-hour, 38-minute period from Thursday, 09 March 2017 at 10:22 UTC to Monday, 16 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 : 6698
Unique Edges : 3780
Edges With Duplicates : 11279
Total Edges : 15059
Number of Edge Types : 9
Tweet : 1008
Replies to : 1700
MentionsInReplyTo : 3687
Mentions : 429
Retweet : 3488
MentionsInRetweet : 4448
Quote : 159
MentionsInQuote : 124
MentionsInQuoteReply : 16
Self-Loops : 1252
Reciprocated Vertex Pair Ratio : 0.0286858767282595
Reciprocated Edge Ratio : 0.0557718879537746
Connected Components : 1138
Single-Vertex Connected Components : 271
Maximum Vertices in a Connected Component : 2597
Maximum Edges in a Connected Component : 7489
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.626887
Graph Density : 0.000177477042014819
Modularity : 0.530588
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,698 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 06:04 UTC.

The tweets in the network were tweeted over the 2138-day, 14-hour, 38-minute period from Thursday, 09 March 2017 at 10:22 UTC to Monday, 16 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:
[95] https://www.reuters.com/business/healthcare-pharmaceuticals/us-says-pfizers-bivalent-covid-shot-may-be-linked-stroke-older-adults-2023-01-13/
[67] https://healthcare.gov/
[40] https://www.reuters.com/business/healthcare-pharmaceuticals/us-says-pfizers-bivalent-covid-shot-may-be-linked-stroke-older-adults-2023-01-13/?taid=63c20b7ae2457e0001b9548c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[33] https://childrenshealthdefense.org/press-release/breaking-chd-defeats-ny-state-healthcare-workers-covid-mandate/
[31] https://twitter.com/Reuters/status/1614078706170970112/photo/1
[20] https://www.reuters.com/business/healthcare-pharmaceuticals/us-says-pfizers-bivalent-covid-shot-may-be-linked-stroke-older-adults-2023-01-13/?taid=63c1def1878c9f0001864c16&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[16] https://www.prageru.com/video/the-truth-about-canadian-healthcare?utm_source=twitter&utm_medium=post&utm_campaign=5minvideos
[13] https://twitter.com/mac123_m/status/1614769713854251025/photo/1
[10] https://www.washingtonexaminer.com/policy/healthcare/virginia-bill-would-consider-fetuses-as-car-passengers
[10] https://twitter.com/jamiewestndp/status/1614626970423140352/photo/1

Top URLs in Tweet in G1:
[10] https://twitter.com/jamiewestndp/status/1614626970423140352/photo/1
[8] https://twitter.com/WendyGoodes/status/1614738043012775936/photo/1
[5] https://torontosun.com/opinion/editorials/editorial-private-healthcare-is-a-fact-of-life?utm_medium=Social&utm_source=Twitter#Echobox=1673824133
[5] https://twitter.com/TheTorontoSun/status/1614761584722694144/photo/1
[4] https://twitter.com/4AnimalLife/status/1614112537963798530/photo/1
[3] https://pressprogress.ca/doug-ford-pitches-private-surgeries-offered-by-his-donors-as-solution-to-ontarios-health-care-crisis/
[3] https://twitter.com/AndyWon35844635/status/1614787666888855555/photo/1
[3] https://twitter.com/AndyWon35844635/status/1614787585120813056/photo/1
[2] https://twitter.com/CBCQueensPark/status/1614727327153364996
[2] https://www.cbc.ca/news/canada/toronto/ontario-doug-ford-private-clinics-health-care-1.6712444

Top URLs in Tweet in G2:
[16] https://www.reuters.com/business/healthcare-pharmaceuticals/us-says-pfizers-bivalent-covid-shot-may-be-linked-stroke-older-adults-2023-01-13/
[5] https://twitter.com/DJVeronica/status/1614788667486392320/photo/1
[5] https://jamesivan96.blogspot.com/2023/01/improve-digestive-health-with-probiotics.html
[4] https://childrenshealthdefense.org/press-release/breaking-chd-defeats-ny-state-healthcare-workers-covid-mandate/
[4] https://twitter.com/UNDP/status/1614668864637263880/photo/1
[4] https://twitter.com/adamtabriz/status/1614774194155184130/photo/1
[4] https://twitter.com/tkoma_/status/1613140808315670528/photo/1
[3] https://healthcare.gov/
[3] https://www.wsj.com/articles/britains-healthcare-meltdown-national-health-service-single-payer-medicare-for-all-rishi-sunak-jeremy-hunt-11673648911
[3] https://whatsnew2day.com/seven-tips-from-intermountain-healthcare-to-stick-with-your-fitness-goals-in-2023/

Top URLs in Tweet in G3:
[4] https://twitter.com/MiaSertima/status/1614707074163687428/photo/1
[2] https://twitter.com/mettlesome_teri/status/1611663798946992128/photo/1
[2] https://www.theguardian.com/commentisfree/2022/dec/12/private-hospitals-nhs-labour-wes-streeting-healthcare
[2] https://twitter.com/hawkins_carole/status/1614605459067121664/photo/1
[1] https://www.candi.nhs.uk/news/nhs-declared-world
[1] https://www.bbc.com/news/uk-64279654
[1] https://twitter.com/BeckettUnite/status/1614607262248763398
[1] https://www.paypal.com/pools/c/8QIBK8o1mC
[1] https://twitter.com/TUSCNT/status/1614542799210160129/photo/1
[1] https://twitter.com/roshanamn/status/1614004527891468302

Top URLs in Tweet in G4:
[11] https://healthcare.gov/
[4] https://twitter.com/WhiteHouse/status/1614738480881344518/photo/1
[3] https://twitter.com/DFisman/status/1607059033730732032/photo/1
[2] https://cuidadodesalud.gov/
[2] https://twitter.com/DFisman/status/1609662163035238400/photo/1
[2] https://ssd.eff.org/playlist/reproductive-healthcare-service-provider-seeker-or-advocate
[1] https://twitter.com/CalEndow/status/1547374640452063238/video/1
[1] https://www.latimes.com/california/story/2022-09-13/los-angeles-county-nations-first-mpx-case-in-healthcare-worker
[1] https://www.coveredca.com/newsroom/news-releases/2022/08/16/covered-california-hails-the-signing-of-the-inflation-reduction-act-which-will-continue-to-provide-lower-costs-and-expanded-access-to-quality-health-insurance-for-californians/
[1] https://twitter.com/POTUS/status/1614737231800934402/photo/1

Top URLs in Tweet in G5:
[4] https://gf.me/u/3jd2na
[4] https://twitter.com/jimpen1965/status/1614781431380598784/photo/1
[2] https://twitter.com/gop/status/1614611861739126789
[2] https://twitter.com/mscanny51/status/1614631675312459779/photo/1
[1] https://gop.com/rapid-response/a-week-of-promises-made-promises-kept/
[1] https://eastwickpress.com/news/2023/01/stefanik-to-open-flagship-district-office-in-rensselaer-county/
[1] https://nypost.com/2023/01/12/house-republicans-first-week-keeping-our-promise-to-fight-for-americans/?utm_campaign=iphone_nyp&utm_source=mail_app
[1] https://twitter.com/SarahHuckabee/status/1614703684427857921/video/1
[1] https://twitter.com/SpeakerMcCarthy/status/1614761123093549057/video/1
[1] https://twitter.com/mcpherson_k/status/1614683105301856256/photo/1

Top URLs in Tweet in G6:
[3] https://twitter.com/silentkil_er/status/1614297916989968384
[1] https://www.aei.org/files/2006/10/17/20061017_OhsfeldtSchneiderPresentation.pdf
[1] https://twitter.com/RedPearAlert/status/1614769841411616768/photo/1
[1] https://worldpopulationreview.com/country-rankings/best-healthcare-in-the-world
[1] https://twitter.com/i/web/status/1614764487797612546
[1] https://twitter.com/i/web/status/1614764130275315712
[1] https://twitter.com/UKSaulGoodman/status/1614750526331326464/photo/1
[1] https://www.cihi.ca/en/national-health-expenditure-trends-2022-snapshot#:~:text=Canada%20is%20among%20the%20highest,United%20States%20(CA%2415%2C275)
[1] https://tradingeconomics.com/country-list/consumer-price-index-cpi

Top URLs in Tweet in G7:
[12] https://twitter.com/mac123_m/status/1614769713854251025/photo/1
[2] https://tompride.wordpress.com/2017/04/23/theresa-mays-secret-plans-to-replace-nhs-england-with-private-us-healthcare-system-kaiser-permanente/
[1] https://twitter.com/brokenbottleboy/status/1614559981197574147
[1] https://novaramedia.com/2023/01/10/labour-is-wrong-private-healthcare-cant-save-the-nhs/
[1] https://twitter.com/brokenbottleboy/status/1614559981197574147/photo/1
[1] https://twitter.com/MyArrse/status/1614715463799283716
[1] https://twitter.com/SaulStaniforth/status/1614560362157805568/video/1

Top URLs in Tweet in G8:
[1] https://twitter.com/ChristyCeeCK/status/1614689827261128710
[1] https://twitter.com/stephenlaw60/status/1319593769885458434
[1] https://twitter.com/ChristyCeeCK/status/1614687567286255616
[1] https://twitter.com/HeidiPCTV/status/1613880525533372416/photo/1
[1] https://twitter.com/aogieglo/status/1614056930426617856
[1] https://twitter.com/RepKClark/status/1612589647758065669/video/1
[1] https://twitter.com/RepKClark/status/1612589647758065669

Top URLs in Tweet in G9:
[1] https://twitter.com/venanalysis/status/1614767114665005057/photo/1
[1] https://venezuelanalysis.com/news/15682
[1] https://twitter.com/Captaincoby00/status/1614677008507887617
[1] https://www.forbes.com/sites/sallypipes/2018/06/11/canadians-are-one-in-a-million-while-waiting-for-medical-treatment/

Top URLs in Tweet in G10:
[2] https://twitter.com/MrMarkEThomas/status/1575419266337280001?s=20
[1] https://twitter.com/RoyLilley/status/1610401230223810562?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[864] twitter.com
[165] reuters.com
[71] healthcare.gov
[39] childrenshealthdefense.org
[27] careerarc.com
[24] co.uk
[21] thehill.com
[18] youtube.com
[17] blogspot.com
[16] prageru.com

Top Domains in Tweet in G1:
[117] twitter.com
[7] torontosun.com
[5] pressprogress.ca
[4] cbc.ca
[3] thestar.com
[2] youtube.com
[1] theglobeandmail.com
[1] cihi.ca
[1] ctvnews.ca
[1] cpp.how

Top Domains in Tweet in G2:
[90] twitter.com
[21] reuters.com
[17] careerarc.com
[12] blogspot.com
[7] jobboardsearch.com
[4] reddit.com
[4] childrenshealthdefense.org
[4] mental-healthcare.org
[4] wsj.com
[3] fytte.jp

Top Domains in Tweet in G3:
[18] twitter.com
[2] theguardian.com
[1] nhs.uk
[1] bbc.com
[1] paypal.com
[1] co.uk
[1] tortoisemedia.com

Top Domains in Tweet in G4:
[31] twitter.com
[12] healthcare.gov
[2] cuidadodesalud.gov
[2] cnbc.com
[2] eff.org
[1] latimes.com
[1] coveredca.com
[1] senate.gov
[1] wiscovered.com
[1] ourcommons.ca

Top Domains in Tweet in G5:
[24] twitter.com
[4] gf.me
[2] nypost.com
[1] gop.com
[1] eastwickpress.com
[1] usnews.com
[1] youtube.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[7] twitter.com
[1] aei.org
[1] worldpopulationreview.com
[1] cihi.ca
[1] tradingeconomics.com

Top Domains in Tweet in G7:
[16] twitter.com
[2] wordpress.com
[1] novaramedia.com

Top Domains in Tweet in G8:
[7] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] venezuelanalysis.com
[1] forbes.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[201] healthcare
[52] health
[39] medical
[39] onpoli
[35] psa
[31] lucy
[30] meded
[29] medtwitter
[25] cdnpoli
[24] xrp



Top Hashtags in Tweet in G1:
[30] onpoli
[21] cdnpoli
[13] healthcare
[11] ontario
[10] truth
[10] ltc
[7] election
[6] dougford
[4] nevervoteconservative
[3] onhealth

Top Hashtags in Tweet in G2:
[54] healthcare
[16] health
[9] medical
[8] jobsearch
[7] hiring
[7] jobalert
[7] jobseekers
[6] supplements
[5] jobs
[5] job

Top Hashtags in Tweet in G3:
[7] nhs
[1] eie
[1] bbclaurak
[1] streeting
[1] nojusticenopeace
[1] saveournhs
[1] privatisation
[1] starmerout
[1] redtoryscum

Top Hashtags in Tweet in G4:
[5] getcovered
[4] hwra
[4] marketplaceoe
[3] mpx
[3] inflationreductionact
[3] aca
[3] ai
[2] healthcare
[2] medicaid
[1] californians

Top Hashtags in Tweet in G5:
[4] gofundme
[4] gofundmecampaign
[4] help
[4] hurt
[4] haveatourniquet
[4] alive
[4] helpscotta
[4] medical
[4] healthcare
[2] billsmafia

Top Hashtags in Tweet in G7:
[1] pathetictorysmears
[1] nursespayrisenow
[1] solidaritywithstrikes

Top Hashtags in Tweet in G8:
[3] nspoli
[2] thread
[2] ford
[2] healthcare
[2] ontario
[2] onpoli
[2] fordfailedontario
[1] skpoli
[1] republicanwaronwomen
[1] maga

Top Hashtags in Tweet in G9:
[1] ohip

Top Words
Top Words in Tweet in Entire Graph:
[4385] healthcare
[643] private
[625] people
[477] health
[439] system
[414] care
[364] covid
[340] more
[333] nhs
[328] universal

Top Words in Tweet in G1:
[926] healthcare
[233] ontario
[185] ford
[185] fordnation
[159] private
[157] doug
[156] system
[142] public
[117] raghu_venugopal
[101] canada

Top Words in Tweet in G2:
[209] healthcare
[54] #healthcare
[45] health
[34] more
[25] system
[23] people
[20] care
[18] apply
[17] medical
[17] hiring

Top Words in Tweet in G3:
[134] healthcare
[96] private
[78] labour
[70] nhs
[55] politlcsuk
[53] using
[50] key
[50] figures
[50] hypocrisy
[49] admitted

Top Words in Tweet in G4:
[60] healthcare
[38] potus
[21] fbi
[18] health
[16] today
[16] plan
[14] day
[13] professionals
[13] 2023
[13] patients

Top Words in Tweet in G5:
[100] healthcare
[53] gop
[31] home
[31] stole
[31] mother
[31] nurse
[31] patients
[31] late
[31] checkbooks
[31] elderly

Top Words in Tweet in G6:
[114] healthcare
[98] silentkil_er
[55] free
[37] americans
[33] against
[27] people
[21] much
[20] ut_credamus
[19] dylanogline
[17] good

Top Words in Tweet in G7:
[81] healthcare
[59] private
[39] nhs
[26] labour
[23] tories
[23] withorpe
[22] last
[22] kolade
[22] managing
[22] appointed

Top Words in Tweet in G8:
[109] healthcare
[55] christyceeck
[44] abt
[38] group
[37] mess
[34] hard
[34] msging
[34] focus
[34] language
[34] go

Top Words in Tweet in G9:
[107] healthcare
[70] captaincoby00
[57] private
[40] ontario
[40] provinces
[37] privatize
[36] alberta
[36] same
[35] doing
[35] common

Top Words in Tweet in G10:
[186] income
[94] basic
[93] wage
[93] jobs
[93] streams
[93] universal
[93] thriving
[93] pay
[93] multiple
[92] norarahimian

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[392] private,healthcare
[291] healthcare,system
[202] universal,healthcare
[178] healthcare,workers
[148] doug,ford
[130] public,healthcare
[121] health,care
[112] health,insurance
[109] privatize,healthcare
[105] free,healthcare

Top Word Pairs in Tweet in G1:
[132] doug,ford
[115] healthcare,system
[82] public,healthcare
[73] profiteers,anything
[73] line,ontario
[73] remember,healthcare
[73] biggest,budget
[73] healthcare,far
[73] far,biggest
[73] budget,line

Top Word Pairs in Tweet in G2:
[11] healthcare,workers
[11] healthcare,system
[10] fda,cdc
[8] see,early
[8] signal,possible
[8] possible,pfizer
[8] early,signal
[8] cdc,see
[8] bivalent,covid
[8] pfizer,bivalent

Top Word Pairs in Tweet in G3:
[84] private,healthcare
[52] using,private
[50] key,figures
[49] admitted,using
[49] accused,hypocrisy
[49] figures,admitted
[49] hypocrisy,key
[49] labour,accused
[48] politlcsuk,labour
[13] endpoint,health

Top Word Pairs in Tweet in G4:
[12] healthcare,professionals
[11] last,day
[11] potus,reaffirm
[11] week,proud
[11] welcome,potus
[11] professionals,patients
[11] housedemocrats,commitment
[11] commitment,healthcare
[11] reaffirm,housedemocrats
[11] proud,welcome

Top Word Pairs in Tweet in G5:
[31] checkbooks,elderly
[31] home,healthcare
[31] mother,home
[31] healthcare,nurse
[31] stole,checkbooks
[31] elderly,patients
[31] patients,late
[31] late,mother
[17] santos,stole
[15] nurse,forged

Top Word Pairs in Tweet in G6:
[42] free,healthcare
[32] against,free
[31] americans,against
[30] silentkil_er,americans
[20] ut_credamus,silentkil_er
[14] roads,infrastructure
[14] nice,roads
[14] healthcare,nice
[14] education,good
[14] class,education

Top Word Pairs in Tweet in G7:
[32] private,healthcare
[22] firm,livingbridge
[22] appointed,wol
[22] private,equity
[22] tories,appointed
[22] managing,partner
[22] wol,kolade
[22] march,tories
[22] partner,private
[22] kolade,managing

Top Word Pairs in Tweet in G8:
[34] ford's,healthcare
[34] mess,ford's
[34] healthcare,msging
[34] go,hard
[34] hard,language
[34] focus,group
[34] group,mess
[34] msging,go
[33] language,commerc
[33] christyceeck,focus

Top Word Pairs in Tweet in G9:
[37] privatize,healthcare
[35] healthcare,alberta
[35] provinces,common
[35] attempting,privatize
[35] alberta,doing
[35] same,provinces
[35] doing,same
[35] ontario,attempting
[34] captaincoby00,ontario
[34] common,cons

Top Word Pairs in Tweet in G10:
[93] wage,universal
[93] pay,thriving
[93] multiple,streams
[93] streams,income
[93] basic,income
[93] jobs,pay
[93] thriving,wage
[93] universal,basic
[93] income,jobs
[92] norarahimian,multiple

Top Replied-To
Top Replied-To in Entire Graph:
@rachelnotley
@captaincoby00
@healthbyjames
@gop
@cheridinovo
@silentkil_er
@hurleyochucupe
@beejaaycee2
@cbcqueenspark
@redpearalert

Top Replied-To in G1:
@cheridinovo
@hurleyochucupe
@cbcqueenspark
@raghu_venugopal
@canadianpoli
@fordnation
@danskubel
@jordanbpeterson
@drmwarner
@johnfraseros

Top Replied-To in G3:
@wesstreeting
@scottbentonmp
@keir_starmer
@politlcsuk
@christhecatguy
@bounette2009
@tiffy201
@implausibleblog
@kirstiemallsopp
@of_elwher

Top Replied-To in G4:
@potus
@senronjohnson
@yogaskidogs
@whitehouse
@dfisman
@4humanunity
@johnkay27105412
@shayland1990
@yani_pod
@sandeep_k_paul

Top Replied-To in G5:
@gop
@speakermccarthy
@sarahhuckabee
@elisestefanik
@jojofromjerz
@repstefanik
@atrupar
@craigsh53005751
@2trump2024
@danscavino

Top Replied-To in G6:
@silentkil_er
@redpearalert
@ashsinclairof
@jeffwbernier
@wesleyp38204803
@govbgone
@opposide2
@elgrandulonfl
@jpmasters
@2phat1jg

Top Replied-To in G7:
@myarrse
@withorpe
@acmedr

Top Replied-To in G8:
@globalhalifax
@cswhitemd
@f1lthypeasant
@saint_sean
@maej43
@kiltedhandstand
@annwmac
@gop
@roxanadaneshjou

Top Replied-To in G9:
@captaincoby00
@joshuaeatonca
@waynemathison
@bibo79868230
@kennedyklan1721
@cybertruck_69
@iamsue67

Top Mentioned
Top Mentioned in Entire Graph:
@fordnation
@raghu_venugopal
@norarahimian
@silentkil_er
@njhochman
@christyceeck
@politlcsuk
@captaincoby00
@justintrudeau
@danskubel

Top Mentioned in G1:
@fordnation
@raghu_venugopal
@justintrudeau
@danskubel
@birgitomo
@coteau
@esl_fairy
@canadianpoli
@sharemyopinion
@cfifekw

Top Mentioned in G2:
@cmaguide
@jayeformi
@adamtabriz
@complyapplyjobs
@paulmiller1313
@merseyroads
@45bestwords
@tkoma_

Top Mentioned in G3:
@politlcsuk
@keir_starmer
@wesstreeting
@drphilhammond
@kirstiemallsopp
@hayleymagill
@uklabour
@miasertima
@doctor_oxford
@cpeedell

Top Mentioned in G4:
@potus
@housedemocrats
@repescobar
@calendow
@fbi
@whitehouse
@lavina_varghese
@danaparish
@drericding
@senatorbaldwin

Top Mentioned in G5:
@debbiesva
@gop
@speakermccarthy
@repstefanik
@danwhitcongress
@sarahhuckabee
@jojofromjerz
@travisakers
@atrupar
@irishrygirl

Top Mentioned in G6:
@silentkil_er
@ut_credamus
@dylanogline
@bettermemesthan
@carolgr86719912
@ryanjlo1
@saunkrystian
@profpatch83
@aiwashburn
@jalaine88

Top Mentioned in G7:
@withorpe
@ao_keys
@mac123_m
@danielgoyal
@myarrse
@arbeit_fish
@tstandfield1789
@rishisunak
@oppositionwe
@leftiestats

Top Mentioned in G8:
@christyceeck
@eve6
@mls_dave
@writenrun
@ctvatlantic
@roxanadaneshjou
@timhoustonns
@nsleg
@saskparty
@marwilliamson

Top Mentioned in G9:
@captaincoby00
@harryslaststand
@bladeofthes
@cdnfreedomgirl
@davidpo14444222
@bibo79868230
@hugh_mankind
@birgitomo
@delcyrodriguezv
@venanalysis

Top Mentioned in G10:
@norarahimian
@trialbytruth

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@monicasloves
@moonbootica
@stockguy61
@dgendvil
@thehill
@jjj5819
@frontendla
@personalfitnes3
@vetehugo

Top Tweeters in G1:
@johangreg
@debp197
@msdixiediva8253
@mig30m6
@elenamikhailova
@hopealdridge
@zainr
@northbelle4
@mini_bubbly
@tintie4

Top Tweeters in G2:
@frontendla
@personalfitnes3
@danspena
@nwjs_jobs
@vcontenting
@paulmiller1313
@nst_online
@stock_market_pr
@prabhu_ds
@kissmypancake

Top Tweeters in G3:
@gracemurphy2
@brendahazelhur1
@hawkins_carole
@socialistvoice
@lashesxx
@thezacc18
@typhoonair
@implausibleblog
@r1tch2e
@fruich

Top Tweeters in G4:
@tyberzannxxxx
@dollymad1812
@cnbc
@mimitexasangel
@covfefetwaffle
@janjan2892
@yuririv02558750
@ktynot
@cynthiamn5
@yogaskidogs

Top Tweeters in G5:
@stockguy61
@iamforeverblue2
@jcmarbury
@rleas
@debbiesva
@nypost
@bfm4440
@charlotterawl12
@mmaureen7
@sassybibrarian

Top Tweeters in G6:
@fehowarth
@trumpgot2go
@pamgriffa
@anitapeck11
@titijojo
@preampplus
@dodona777
@eve_goes_local
@nancesullivan
@afroambrosia

Top Tweeters in G7:
@moonbootica
@curiocat13
@mit1953
@lalitapetila
@unojen_wood
@raphaeldogg
@tomdcoates
@lorraindeer
@gaynorann46
@cambuslangsteve

Top Tweeters in G8:
@ghostcatbce
@ruthmkb
@reparsandra
@dryoondzeepzig
@ctvatlantic
@thatdudesmother
@globalhalifax
@hbardell1
@yvonne4tn
@maej43

Top Tweeters in G9:
@1iqbalhussain
@miftyjackson
@thewallstbull
@lugubriouslarry
@whywouldyou_uk
@badlibrarian
@harryslaststand
@jmaxxd1
@txellblanxer
@kelly_t_mac

Top Tweeters in G10:
@agent_snark
@woolhatwoman
@the_gwalla
@tittyvillus
@chiliz_carino
@mellian1
@ladynurse1974
@pcy_lovebun
@janetm50723412
@a_queer_wizard