healthcare, Twitter, 9/13/2021 6:18:23 AM, 261867


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healthcare_2021-09-12_21-52-52.xlsx
healthcare_2021-09-12_21-52-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2021
Short Description:
healthcare via NodeXL https://bit.ly/2XiEIp2
@numbers28
@viralvideovlogs
@dr_d_robertson
@janchaney15
@premnsikka
@janeway12004
@thehill
@datchmog
@borisjohnson
@stucam7771

Top hashtags:
#healthcare
#covid19
#ai
#health
#whatshappeninginmyanmar
#sep12coup

Description:
Description
The graph represents a network of 10,450 Twitter users whose tweets in the requested range contained "healthcare", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 September 2021 at 05:06 UTC.

The requested start date was Monday, 13 September 2021 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 5-day, 0-hour, 38-minute period from Tuesday, 07 September 2021 at 10:30 UTC to Sunday, 12 September 2021 at 11:09 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 : 10450
Unique Edges : 6033
Edges With Duplicates : 11076
Total Edges : 17109
Number of Edge Types : 5
Retweet : 5073
MentionsInRetweet : 6202
Replies to : 1052
Tweet : 2263
Mentions : 2519
Self-Loops : 2307
Reciprocated Vertex Pair Ratio : 0.0100096867936713
Reciprocated Edge Ratio : 0.0198209718670077
Connected Components : 2556
Single-Vertex Connected Components : 892
Maximum Vertices in a Connected Component : 2229
Maximum Edges in a Connected Component : 4757
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 12.298257
Graph Density : 8.59403225784295E-05
Modularity : 0.593592
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 10,450 Twitter users whose tweets in the requested range contained "healthcare", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 September 2021 at 05:06 UTC.

The requested start date was Monday, 13 September 2021 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 5-day, 0-hour, 38-minute period from Tuesday, 07 September 2021 at 10:30 UTC to Sunday, 12 September 2021 at 11:09 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 : 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:
[72] https://coronavirus.data.gov.uk/details/healthcare
[28] https://www.infosys.com/iki/insights/ai-trustworthiness.html
[16] http://trib.al/tFDFZ4d
[14] https://www.pymnts.com/news/artificial-intelligence/2021/lumo-labs-backs-autoscriber-advance-healthcare-ai-voice-recognition/
[13] https://www.hollywoodreporter.com/movies/movie-features/justine-bateman-violet-movie-family-ties-reboot-1235011123/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=1235011123
[12] https://twitter.com/i/broadcasts/1ynJOBlVaBWGR
[10] https://slate.com/technology/2021/09/healthcare-system-collapse-icu-ration-beds.html
[9] https://www.reuters.com/business/healthcare-pharmaceuticals/exclusive-us-decision-pfizer-covid-19-shot-kids-age-5-11-could-come-october-2021-09-10/
[9] https://twinybots.ch/
[9] https://blogmania977.blogspot.com/2021/09/theyogainstitute-5-best-tips-to-control.html

Top URLs in Tweet in G1:
[6] https://twinybots.ch/
[5] https://www.narendramodi.in/category/infographics
[5] https://slate.com/technology/2021/09/healthcare-system-collapse-icu-ration-beds.html
[4] https://t.me/medical_to
[4] https://www.inc.com/alexa-von-tobel/andrew-hines-of-canvas-medical-is-renovating-medical-records.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://healthcare-communications.imedpub.com/
[4] https://us02web.zoom.us/webinar/register/WN_6lbecjjvTRGwHGMxuFDf8w
[4] https://www.alhendawymc.com/
[3] https://www.miamiherald.com/opinion/editorials/article253954748.html
[3] https://www.imedpub.com/submissions/healthcare-communications.html

Top URLs in Tweet in G2:
[3] https://www.who.int/publications/m/item/a-social-media-toolkit-for-healthcare-practitioners---desktop?fbclid=IwAR0jJCIGMFAWlFAv0qBZVOE7wl8vH_xauumQSMUpNZ4Q_E-1kA4d06Q1xa4
[2] https://www.youtube.com/watch?v=xkihOgntDn0&feature=youtu.be

[2] https://slate.com/technology/2021/09/healthcare-system-collapse-icu-ration-beds.html?via=rss_socialflow_twitter
[1] https://twitter.com/33dela/status/1436823785311670272
[1] https://twitter.com/michaelmina_lab/status/1436849456222199808
[1] https://slate.com/technology/2021/09/healthcare-system-collapse-icu-ration-beds.html?utm_medium=social&utm_campaign=traffic&utm_source=article&utm_content=twitter_share
[1] https://twitter.com/marynmck/status/1435283667501322244

Top URLs in Tweet in G3:
[28] https://www.infosys.com/iki/insights/ai-trustworthiness.html
[14] https://www.pymnts.com/news/artificial-intelligence/2021/lumo-labs-backs-autoscriber-advance-healthcare-ai-voice-recognition/
[13] https://www.hollywoodreporter.com/movies/movie-features/justine-bateman-violet-movie-family-ties-reboot-1235011123/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=1235011123
[8] https://dan.com/buy-domain/trell.shop?redirected=true&tld=shop
[7] https://www.nytimes.com/news-event/911-anniversary?smid=tw-share
[6] https://www.dailymail.co.uk/tvshowbiz/article-9981659/Paris-Hilton-rocks-seafoam-dress-fianc-Carter-Reum-arrive-NYFW-show.html?ito=amp_twitter_share-top
[6] https://news.crunchbase.com/news/europe-fintech-unicorn-startups/?utm_source=twitter&utm_medium=website&utm_campaign=SocialSnap
[6] https://www.thehealthsite.com/diseases-conditions/artificial-intelligence-and-regenerative-medicine-what-the-future-of-medicine-holds-835853/
[5] https://hitherejoe.medium.com/exploring-dialogflow-understanding-agent-interaction-8f3323e3b738
[5] https://www.pcgamer.com/amd-teleportation-quantum-computing-multi-simd-patent/

Top URLs in Tweet in G4:
[1] https://www.nydailynews.com/news/politics/ny-trump-admin-apologizes-fdny-911-program-20200911-d63ohrqqljbpre434qpygp7rti-story.html?outputType=amp&__twitter_impression=true
[1] https://womensmarch.com/mobilize
[1] https://twitter.com/TonyHussein4/status/1434897243111309313

Top URLs in Tweet in G6:
[1] https://twitter.com/VivekKhashu/status/1435528050913992704
[1] https://twitter.com/lbc/status/1434958810133770241
[1] https://twitter.com/tomhfh/status/1435532505193582596

Top URLs in Tweet in G7:
[1] https://www.cbc.ca/news/canada/saskatchewan/health-care-unions-staffing-covid-19-1.6172362
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/biontech-seek-approval-soon-vaccine-5-11-year-olds-spiegel-2021-09-10/
[1] https://twitter.com/Yohannes_T_M/status/1425360778866081792
[1] https://www.youtube.com/watch?v=Z_-sGTDIfmA&feature=youtu.be

[1] https://www.news24.com/news24/SouthAfrica/News/more-unvaccinated-health-workers-have-died-compared-to-vaccinated-ones-western-cape-health-dept-20210909
[1] https://aje.io/3ugx9t

Top URLs in Tweet in G8:
[68] https://coronavirus.data.gov.uk/details/healthcare
[4] https://actionnetwork.org/letters/scrapnhsbill-to-stop-nhs-privatisation?source=twitter&
[1] https://www.theguardian.com/us-news/2021/sep/07/us-covid-patients-hospitals-surge
[1] https://www.opendemocracy.net/en/ournhs/forget-the-spin-new-english-nhs-bill-is-all-about-cutting-our-right-to-healthcare/
[1] https://www.crowdfunder.co.uk/scrap-nhs-bill
[1] https://twitter.com/bbcnews/status/1435001674733703176

Top URLs in Tweet in G9:
[4] https://aircradle.co.uk/
[1] https://twitter.com/RosieDuffield1/status/1436276249232560153
[1] https://www.pinknews.co.uk/2021/09/07/crispin-blunt-trans-healthcare/
[1] https://www.vice.com/en/article/88n3y4/nhs-transgender-waiting-list-crisis-
[1] https://blogs.bmj.com/bmj/2021/09/06/staring-into-the-darkness-women-health-workers-in-afghanistan/?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
[1] https://www.leadersinhealthcare.com/join-us-between-8-11-november?utm_source=twitter&utm_medium=social&utm_campaign=registration&utm_content=LiH_2021&utm_term=LiH_EB_Twitter
[1] https://www.healthwatchcalderdale.co.uk/report/hypermobility-syndromes/
[1] https://www.vice.com/en_uk/article/88n3y4/nhs-transgender-waiting-list-crisis-
[1] https://www.ahrq.gov/sdoh/data-analytics/sdoh-data.html
[1] https://fullfact.org/europe/uk-wealth-1-percent/

Top URLs in Tweet in G10:
[5] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D4247103145386766%26id%3D100002613669873%26m_entstream_source%3Dpermalink&refsrc=deprecated&_rdr
[3] https://www.cbc.ca/news/canada/edmonton/icu-doctor-letter-to-patient-1.6171187
[3] https://www.cbc.ca/news/canada/ottawa/hospital-protests-healthcare-workers-1.6165553
[1] https://twitter.com/ErikaLougheed/status/1436840485327417345
[1] https://twitter.com/canadianpolling/status/1436874543797264388
[1] http://3.You
[1] https://twitter.com/MoriartyLab/status/1436718961165471744
[1] https://twitter.com/drmwarner/status/1436781403241332737
[1] https://nowtoronto.com/canada-election-2021-erin-otoole-flips-the-script-on-private-health-care-with-a-little-help-from-twitter
[1] https://twitter.com/malotothecore/status/1435420415678111746

Top Domains
Top Domains in Tweet in Entire Graph:
[325] twitter.com
[124] bit.ly
[87] co.uk
[81] reuters.com
[78] gov.uk
[58] trib.al
[36] blogspot.com
[31] youtube.com
[28] infosys.com
[26] buff.ly

Top Domains in Tweet in G1:
[98] twitter.com
[45] bit.ly
[29] co.uk
[21] stocktitan.net
[21] careerarc.com
[18] stck.pro
[13] quantisnow.com
[11] reuters.com
[11] crweworld.com
[10] thehill.com

Top Domains in Tweet in G2:
[3] twitter.com
[3] slate.com
[3] who.int
[2] youtube.com

Top Domains in Tweet in G3:
[28] infosys.com
[18] hollywoodreporter.com
[17] medium.com
[14] pymnts.com
[10] bit.ly
[9] co.uk
[8] dan.com
[7] nytimes.com
[7] buff.ly
[6] crunchbase.com

Top Domains in Tweet in G4:
[1] nydailynews.com
[1] womensmarch.com
[1] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[1] cbc.ca
[1] reuters.com
[1] twitter.com
[1] youtube.com
[1] news24.com
[1] aje.io

Top Domains in Tweet in G8:
[68] gov.uk
[4] actionnetwork.org
[1] theguardian.com
[1] opendemocracy.net
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G9:
[6] co.uk
[2] twitter.com
[2] vice.com
[1] bmj.com
[1] leadersinhealthcare.com
[1] ahrq.gov
[1] fullfact.org
[1] youtube.com

Top Domains in Tweet in G10:
[6] twitter.com
[6] cbc.ca
[5] facebook.com
[1] 3.you
[1] nowtoronto.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[718] healthcare
[165] covid19
[158] ai
[122] health
[101] whatshappeninginmyanmar
[99] sep12coup
[97] recognizenug
[91] bigdata
[88] 100daysofcode
[71] socialmedia



Top Hashtags in Tweet in G1:
[218] healthcare
[89] whatshappeninginmyanmar
[88] sep12coup
[87] recognizenug
[39] health
[12] covid19
[10] medical
[10] digitalhealth
[9] nurse
[9] nhs

Top Hashtags in Tweet in G2:
[1] covid19nsw

Top Hashtags in Tweet in G3:
[149] healthcare
[127] ai
[87] 100daysofcode
[86] bigdata
[69] socialmedia
[57] artificialintelligence
[53] machinelearning
[51] python
[50] womenwhocode
[41] fintech

Top Hashtags in Tweet in G4:
[6] demvoice1
[3] wtpblue
[2] nv03
[1] sept11th
[1] votebluetosaveamerica
[1] voteoutgop
[1] abortionrights

Top Hashtags in Tweet in G6:
[18] nhs

Top Hashtags in Tweet in G7:
[3] sk
[2] healthcare
[1] covid19sk
[1] rally2protectsk
[1] elxn44
[1] cdnpoli
[1] resignmoe
[1] resignmerriman

Top Hashtags in Tweet in G8:
[20] scrapnhsbill
[12] definitelydeservesahigh5
[2] nhs

Top Hashtags in Tweet in G9:
[6] healthcare
[5] nhs
[4] manualhandling
[4] safepatienthandling
[4] patientsafety
[3] leadershealth21
[2] innovation
[2] mobility
[2] communitycare
[2] nursing

Top Hashtags in Tweet in G10:
[6] healthcare
[5] housing
[4] labourday2021
[4] cdnpoli
[2] twofacedtool
[2] ableg
[1] covid19bc
[1] bcpoli
[1] military
[1] yeg

Top Words
Top Words in Tweet in Entire Graph:
[5851] healthcare
[1134] workers
[717] #healthcare
[690] people
[675] more
[626] health
[621] covid
[593] system
[491] care
[472] abortion

Top Words in Tweet in G1:
[811] healthcare
[218] #healthcare
[171] ø
[123] î
[111] more
[100] staff
[96] having
[92] 25
[91] health
[89] pdf

Top Words in Tweet in G2:
[220] healthcare
[202] inquisitivegyn
[201] shared
[201] someone
[201] facebook
[201] reddit
[201] worker
[201] perspective
[201] working
[201] frontline

Top Words in Tweet in G3:
[149] #healthcare
[127] #ai
[86] #bigdata
[80] #100daysofcode
[69] #socialmedia
[67] healthcare
[57] #artificialintelligence
[55] chidambara09
[53] #machinelearning
[51] #python

Top Words in Tweet in G4:
[190] occupydemocrats
[188] texas
[186] abortion
[185] breaking
[185] response
[185] extremist
[185] law
[185] giant
[185] salesforce
[185] vows

Top Words in Tweet in G5:
[197] jual
[197] kaya
[196] tengok
[196] orang
[196] supplement
[196] meragukan
[196] terox
[196] kadang
[196] rasa
[196] macam

Top Words in Tweet in G6:
[161] healthcare
[148] nhs
[140] better
[97] more
[96] million
[90] iâ
[89] money
[88] stuartmc1
[88] private
[87] 630

Top Words in Tweet in G7:
[163] healthcare
[130] workers
[128] unvaccinated
[123] instead
[123] firing
[123] vaccinated
[122] aren
[122] treat
[121] samanthamarika1
[10] patients

Top Words in Tweet in G8:
[137] uk
[71] healthcare
[70] more
[70] hospital
[69] patients
[68] position
[68] 800
[68] covid
[68] weekend
[68] year

Top Words in Tweet in G9:
[74] healthcare
[31] people
[30] trans
[26] borisjohnson
[26] nhs
[19] bexwade
[14] sajidjavid
[14] crisis
[14] between
[14] years

Top Words in Tweet in G10:
[81] healthcare
[43] work
[36] birgitomo
[36] protests
[35] anti
[34] worker
[34] outside
[33] fear
[33] going
[33] hateful

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1016] healthcare,workers
[436] healthcare,system
[317] healthcare,worker
[247] firing,healthcare
[201] shared,someone
[201] someone,facebook
[201] facebook,reddit
[201] reddit,healthcare
[201] worker,perspective
[201] perspective,working

Top Word Pairs in Tweet in G1:
[93] healthcare,staff
[90] î,î
[87] suwailwin,aged
[87] aged,25
[87] 25,healthcare
[87] staff,participated
[87] participated,cdm
[87] cdm,abducted
[87] yesterday,pretext
[87] pretext,having

Top Word Pairs in Tweet in G2:
[201] shared,someone
[201] someone,facebook
[201] facebook,reddit
[201] reddit,healthcare
[201] healthcare,worker
[201] worker,perspective
[201] perspective,working
[201] working,frontline
[200] inquisitivegyn,shared
[200] frontline,sydne

Top Word Pairs in Tweet in G3:
[69] #socialmedia,#100daysofcode
[69] #100daysofcode,#bigdata
[49] #bigdata,#womenwhocode
[40] #womenwhocode,#python
[35] #python,#flutter
[29] #ai,trustworthiness
[29] trustworthiness,#aerospace
[29] #aerospace,#fintech
[29] #fintech,#automotive
[29] #automotive,#healthcare

Top Word Pairs in Tweet in G4:
[185] breaking,response
[185] response,texas
[185] texas,extremist
[185] extremist,abortion
[185] abortion,law
[185] law,giant
[185] giant,salesforce
[185] salesforce,vows
[185] vows,help
[185] help,relocate

Top Word Pairs in Tweet in G5:
[196] tengok,orang
[196] orang,jual
[196] jual,supplement
[196] supplement,meragukan
[196] meragukan,kaya
[196] kaya,terox
[196] terox,kadang
[196] kadang,rasa
[196] rasa,macam
[196] macam,dah

Top Word Pairs in Tweet in G6:
[127] nhs,better
[88] private,healthcare
[87] 630,million
[87] million,day
[87] day,nhs
[87] better,private
[87] healthcare,providers
[87] providers,more
[87] more,enough
[87] enough,money

Top Word Pairs in Tweet in G7:
[130] healthcare,workers
[123] firing,healthcare
[122] instead,firing
[122] workers,aren
[122] aren,vaccinated
[122] vaccinated,treat
[122] treat,unvaccinated
[121] samanthamarika1,instead
[8] healthcare,system
[5] imagine,paying

Top Word Pairs in Tweet in G8:
[68] uk,position
[68] position,800
[68] 800,more
[68] more,covid
[68] covid,patients
[68] patients,uk
[68] uk,hospital
[68] hospital,weekend
[68] weekend,year
[68] year,ago

Top Word Pairs in Tweet in G9:
[23] trans,healthcare
[11] healthcare,crisis
[11] crisis,bexwade
[11] bexwade,photographed
[11] photographed,six
[11] six,young
[11] young,people
[11] people,between
[11] between,waited
[11] waited,17

Top Word Pairs in Tweet in G10:
[33] healthcare,worker
[33] worker,fear
[33] fear,going
[33] going,work
[33] work,hateful
[33] hateful,anti
[33] anti,vaxxer
[33] vaxxer,protests
[33] protests,outside
[33] outside,workplace

Top Replied-To
Top Replied-To in Entire Graph:
@songgirl731
@borisjohnson
@jameshamblin
@pervypimp
@randpaul
@jujuliagrace
@potus
@rmcunliffe
@mmpadellan
@tedcruz

Top Replied-To in G1:
@cmoyse3

Top Replied-To in G2:
@davidkuicumelb
@sbdairy
@mrsm1277
@pauline14483748
@inquisitivegyn
@drkgregorevic

Top Replied-To in G3:
@mission_viral
@berci
@efnbrussels

Top Replied-To in G4:
@occupydemocrats
@theikarian
@repsusielee

Top Replied-To in G6:
@vivekkhashu
@stuartmc1
@gbnews

Top Replied-To in G7:
@grayconnolly
@awong37
@hinz_tamara
@ajenglish
@news24
@kandacenzinga
@jansekristine
@ohbehavepls

Top Replied-To in G8:
@jujuliagrace
@fergalbowers
@jasoncl93635797
@bbcnews
@vallentineshere
@confusedmiked
@willwearswhat

Top Replied-To in G9:
@borisjohnson
@brightsider123
@thisgreatisland
@elliotpiercy
@mark_j_harper
@lanceforman
@goodwinmj
@peterstefanovi2
@vicparsons_
@baronvonwillis

Top Replied-To in G10:
@barryhunt008
@glen_mcgregor
@liberal_party
@seewhy89283259
@fordnation
@scorpiostu
@birgitomo
@juliadavisnews
@cbcnews
@mehlenbacherc

Top Mentioned
Top Mentioned in Entire Graph:
@inquisitivegyn
@dyradyre
@occupydemocrats
@jessekellydc
@samanthamarika1
@stuartmc1
@dr_d_robertson
@premnsikka
@imanazlan11
@marchinghere

Top Mentioned in G1:
@gasmith31591311
@azim__a
@turkishpolitics
@jj56123
@kumar21318488
@oliverd44327966
@ainqscott

Top Mentioned in G2:
@inquisitivegyn
@drericlevi
@amitganguly87
@drgregkelly
@youarelobbylud
@rajah_mich
@slate
@nzdrsuv
@drkgregorevic
@paul__belmont

Top Mentioned in G3:
@chidambara09
@ingli
@sh_hameed
@_m_dey
@dataworkout
@betamoroney
@enilev
@akbarth3great
@ingliguori
@domainfq

Top Mentioned in G4:
@occupydemocrats
@nathanlerner
@ayannapressley
@lalewman
@jmanthewerewolf
@theikarian
@sbh08mae
@sencortezmasto
@repsusielee
@roguecitizenone

Top Mentioned in G5:
@dyradyre

Top Mentioned in G6:
@stuartmc1
@tomhfh
@latimeralder
@kateamcgee_
@hayley7336
@rakibehsan
@gbnews
@vivekkhashu

Top Mentioned in G7:
@samanthamarika1
@jonathan_witt
@news24
@awong37
@cepnikmaciej
@grayconnolly
@francispouliot_
@saskparty
@ajenglish
@fin24

Top Mentioned in G8:
@dr_d_robertson
@jujuliagrace
@everydoctoruk
@rickwrightnow
@raggedtp
@chrismarston12
@justinmadders
@rtenews
@bbcnews
@gremla4eva

Top Mentioned in G9:
@borisjohnson
@bexwade
@sajidjavid
@proftimnoakes
@misszing
@vicparsons_
@fatemperor
@mbiranek
@gerdosi
@bmj_latest

Top Mentioned in G10:
@birgitomo
@fordnation
@antibioticdoc
@mynamesnotgordy
@cbcnews
@jkenney
@johnocap
@dorisgrinspun
@johntory
@unbranded63

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@sectest9
@marshawright
@robinsnewswire
@cybersec_feeds
@chidambara09
@souljahsingh
@car01am
@s9tmt
@rk70534

Top Tweeters in G1:
@marshawright
@pairsonnalitesu
@crweworld
@newsfilterio
@flashalert_me
@rvp
@it_securitynews
@uhiiman
@personalfitnes3
@feed_stocks

Top Tweeters in G2:
@katcapps
@sallyrmelb
@slate
@broomstick33
@1feralkat
@protectingterra
@michaelpurvis64
@mattys123
@jrehnj
@sacarlin48

Top Tweeters in G3:
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@artificialbra1n
@discovertech3
@ipythonistabot
@morolswediu
@hubofml

Top Tweeters in G4:
@theresamax
@feinberg_linda
@brendaweese
@rachaelahancock
@bruinsfan197
@nikkivaccinated
@sandi89701936
@lindamstaples
@nkd_runner
@dalocoengineer

Top Tweeters in G5:
@dyradyre
@sykrrhmn07
@fudenrahman
@sismaters
@ddshyrhssn
@syahirazak
@aliaaaaaziz
@fzihsn
@husnullaili
@amdfauzi05

Top Tweeters in G6:
@biffrbear
@oldbid45
@johndmtb
@kingofwrong
@mickgreenhough
@biedaboo
@harridgepike
@shirley56733062
@mimi_florida
@woodthorpeanna

Top Tweeters in G7:
@jdjongumzidenga
@putzie63
@news24
@grayconnolly
@ajenglish
@sameermohan2
@laughingmantwit
@igbo_star
@texasgunsandoil
@trdisoprtr

Top Tweeters in G8:
@cotey_mary
@_silversmith
@coronaupdatebot
@glynmoody
@bbcnews
@june4th
@hawkins_carole
@neric16
@seanmodonnell1
@cabbidges

Top Tweeters in G9:
@mailonline
@philmorandi
@owenblacker
@mariebe10098426
@andreww66619812
@limidoh38
@dpjhodges
@seafoamghost
@mhairihunter
@warwickhunt4

Top Tweeters in G10:
@trapdinawrpool
@tintie4
@geoffypjohnston
@cbcnews
@gail_sloane
@cp24
@globalnewsto
@scribulatora
@garnet_2203
@picardonhealth