healthcare, Twitter, 12/12/2022 10:55:26 AM, 286083


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healthcare_2022-12-11_22-00-00.xlsx
healthcare_2022-12-11_22-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 12, 2022
Short Description:
healthcare via NodeXL https://bit.ly/3VLG5pc
@danielgoyal
@bariweiss
@hurleyochucupe
@youarelobbylud
@danielandrewsmp
@teresabdb62
@lesliehobson3
@thisisraysblog
@libsoftiktok
@amitaryamd

Top hashtags:
#healthcare
#health
#sarawak
#medical
#medicine
#digitalhealth

Description:
Description
The graph represents a network of 9,965 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, 12 December 2022 at 06:24 UTC.

The requested start date was Monday, 12 December 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, 46-minute period from Wednesday, 07 December 2022 at 10:22 UTC to Friday, 09 December 2022 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 : 9965
Unique Edges : 6048
Edges With Duplicates : 11209
Total Edges : 17257
Number of Edge Types : 5
Retweet : 4858
MentionsInRetweet : 6245
Tweet : 2232
Replies to : 977
Mentions : 2945
Self-Loops : 2310
Reciprocated Vertex Pair Ratio : 0.0116689861899154
Reciprocated Edge Ratio : 0.0230687830687831
Connected Components : 2374
Single-Vertex Connected Components : 953
Maximum Vertices in a Connected Component : 2997
Maximum Edges in a Connected Component : 6972
Maximum Geodesic Distance (Diameter) : 42
Average Geodesic Distance : 14.79472
Graph Density : 9.51745400350444E-05
Modularity : 0.585149
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,965 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, 12 December 2022 at 06:24 UTC.

The requested start date was Monday, 12 December 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, 46-minute period from Wednesday, 07 December 2022 at 10:22 UTC to Friday, 09 December 2022 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:
[57] https://www.change.org/p/stop-murder-and-imprisonment-of-healthcare-professionals-in-iran
[41] https://yuhs.severance.healthcare/recruit/view.do?seq=516&upperCode=RT010500&insttCode=RT010501
[29] https://www.dropbox.com/s/j3vvqe31vg9jaix/List%20of%20healthcare%20providers%20on%20indirect%20payment%20-%20April%202018-updated.pdf?dl=0
[26] https://www.africanews24-7.co.za/index.php/southafricaforever/investigation-chilling-curse-black-healthcare-professionals-south-africa/
[24] https://twitter.com/medpubapp
[20] https://www.microscope.healthcare.nikon.com/ja_JP/products/inverted-microscopes/eclipse-ti2-series
[10] https://www.apikospharma.com
[10] https://bit.ly/3Hi18LQ
[9] https://blog.mooglelabs.com/tech-talk-with-dr-monika-sonu
[9] https://www.dropbox.com/s/4f6jvxoqv5ya8wm/INVESTIGATION%20The%20chilling%20curse%20of%20black%20healthcare%20professionals%20in%20South%20Africa%20%20Africa%20News%2024-7.pdf?dl=0

Top URLs in Tweet in G1:
[24] https://twitter.com/medpubapp
[10] https://www.apikospharma.com
[6] https://www.healthcare-hub.co.uk/whitchurch-hub/
[4] https://www.drankitabaidya.com/
[4] http://www.mental-healthcare.org/lecture/beginner/
[3] https://twitter.com/KyleKashuv/status/1599931621842759680
[3] https://twitter.com/twitmsian/status/1600730042337738752
[3] http://www.unfuture.org/816
[3] https://www.stocktitan.net/news/GE/ge-health-care-provides-medium-term-financial-targets-at-investor-e6b8dutjdt49.html
[3] https://tweetedtimes.com/ahier/healthcare

Top URLs in Tweet in G2:
[2] https://bbc.in/3Hhdvrn
[1] https://twitter.com/SueSuezep/status/1600784310323539968
[1] https://twitter.com/martinmckee/status/1600759415552217088
[1] https://bylinetimes.com/2022/11/25/what-happened-ppe-procurement-covid-pandemic-uk/
[1] http://2.EU
[1] https://twitter.com/tribunemagazine/status/1600112186373726208
[1] https://www.itv.com/news/wales/2022-12-05/cancer-patient-85-lies-on-floor-for-seven-hours-waiting-for-ambulance

Top URLs in Tweet in G3:
[1] https://twitter.com/SaifSuhairi/status/1600322967405494272
[1] https://www.therakyatpost.com/news/malaysia/2022/12/08/baby-dies-in-bus-on-the-way-to-a-hospital-in-kuching/
[1] https://twitter.com/KhairulAqmal/status/1600625419396386818?s=20
[1] https://twitter.com/aidilarazak/status/1600780537274081281
[1] https://twitter.com/twitmsian/status/1600730042337738752

Top URLs in Tweet in G4:
[9] https://blog.mooglelabs.com/tech-talk-with-dr-monika-sonu
[8] https://www.forbes.com/connect/event/2022-forbes-healthcare-summit-miami-rsvp/?utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter
[7] https://www.forbes.com/connect/event/2022-forbes-healthcare-summit-miami-rsvp/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social
[5] https://www.forbes.com/connect/event/2022-forbes-healthcare-summit-miami-rsvp/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[5] https://blog.re-work.co/ais-crowning-achievements-for-healthcare/
[4] https://www.forbes.com/connect/event/2022-forbes-healthcare-summit-miami-rsvp/?utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[3] https://www.psychologytoday.com/ca/blog/the-future-brain/202212/ai-can-predict-heart-attack-or-stroke-death-risk-x-ray?utm_content=buffer45f1a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://techcrunch.com/2022/12/09/commonspirit-health-ransomware-attack-exposed-patient-data/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/advancedmd/status/1600596559367790593
[2] https://asabys.com/

Top URLs in Tweet in G5:
[1] https://twitter.com/TheNewSchool/status/1600305273633394688
[1] https://twitter.com/thenewschool/status/1600305273633394688
[1] https://twitter.com/greenhousenyt/status/1597683290236137472
[1] https://www.theartnewspaper.com/2022/11/23/new-school-union-strike

Top URLs in Tweet in G6:
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/eu-regulator-says-novavax-covid-vaccine-should-carry-side-effect-warning-2022-08-03/

Top URLs in Tweet in G7:
[8] https://www.france24.com/en/live-news/20220919-un-report-warns-of-crimes-against-humanity-in-ethiopia
[5] https://act.accessnow.org/page/116140/action/1
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8611430/
[4] https://www.doctorswithoutborders.org/latest/widespread-destruction-health-facilities-ethiopias-tigray-region
[3] https://www.dw.com/en/after-patchy-tigray-truce-who-still-lacks-full-aid-access/a-63972200
[1] https://www.newsweek.com/human-rights-abuses-tigray-need-global-action-opinion-1765180
[1] https://twitter.com/HawazGirmay/status/1600781803001765888
[1] https://twitter.com/Justice4_Tigray/status/1600526403056930818
[1] https://twitter.com/ICRC/status/1600151888674099204
[1] https://www.aljazeera.com/amp/economy/2019/10/29/irans-healthcare-system-threatened-by-us-sanctions-rights-group

Top URLs in Tweet in G8:
[1] https://twitter.com/garnet_2203/status/1600630398756716545
[1] https://twitter.com/rodkahx/status/1590339380719554561
[1] https://twitter.com/nationalpost/status/1600797864275464193
[1] https://kidscomefirst.ca/respiratory-illness/
[1] https://globalnews.ca/news/9280268/abortion-access-ontario-under-threat/
[1] https://twitter.com/nightshiftmd/status/1600580359447519232
[1] https://twitter.com/RichardCityNews/status/1600511349087404034
[1] https://twitter.com/birgitomo/status/1600625183462662144
[1] https://twitter.com/heathermoandco/status/1440519585506103315
[1] https://twitter.com/kateportercbc/status/1600598977317113856

Top URLs in Tweet in G9:
[1] https://www.has-sante.fr/jcms/p_3365011/fr/analyse-nationale-des-commentaires-des-patients-recueillis-dans-le-cadre-du-dispositif-e-satis
[1] https://forms.gle/CGyZoKKmrbX9hDP46
[1] https://hindi.moneycontrol.com/news/india/trends/uric-acid-level-milk-is-important-or-not-how-to-reduce-know-details-930851.html
[1] https://twitter.com/iasalok/status/1600722697109241856
[1] https://www.parkprescriptions.ca/
[1] https://www.inclusivecapitalism.com/organization/vula-mobile/
[1] https://twitter.com/andrewsuleh/status/1600386516370563072
[1] https://forms.gle/eJepXSqRWJyJUF5n7

Top URLs in Tweet in G10:
[2] https://www.theguardian.com/society/2022/dec/07/poor-healthcare-is-leading-to-workforce-exodus?CMP=fb_cif
[1] https://www.theguardian.com/commentisfree/2022/dec/08/people-in-pain-private-hospitals-nhs
[1] https://twitter.com/IsabelOakeshott/status/1598048383528505344
[1] https://www.youtube.com/watch?v=K4GR27see3U&feature=youtu.be

[1] https://worldpopulationreview.com/country-rankings/best-healthcare-in-the-world
[1] https://twitter.com/Tigrai_TV/status/1599750653873885185

Top Domains
Top Domains in Tweet in Entire Graph:
[312] twitter.com
[134] bit.ly
[95] co.uk
[57] change.org
[41] severance.healthcare
[40] dropbox.com
[39] buff.ly
[35] reuters.com
[34] forbes.com
[33] co.za

Top Domains in Tweet in G1:
[93] twitter.com
[62] bit.ly
[48] co.uk
[16] lnkd.in
[14] buff.ly
[12] nhs.uk
[11] mental-healthcare.org
[11] chirorecruit.com
[11] ihire.com
[10] amazon.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] bbc.in
[1] bylinetimes.com
[1] 2.eu
[1] itv.com

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

Top Domains in Tweet in G4:
[27] forbes.com
[14] okt.to
[13] twitter.com
[9] buff.ly
[9] mooglelabs.com
[5] bit.ly
[5] re-work.co
[4] ipharmacenter.com
[3] digitalsalutem.com
[3] psychologytoday.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] theartnewspaper.com

Top Domains in Tweet in G6:
[1] reuters.com

Top Domains in Tweet in G7:
[8] france24.com
[5] accessnow.org
[5] nih.gov
[4] doctorswithoutborders.org
[3] twitter.com
[3] dw.com
[1] newsweek.com
[1] aljazeera.com
[1] bit.ly

Top Domains in Tweet in G8:
[9] twitter.com
[1] kidscomefirst.ca
[1] globalnews.ca

Top Domains in Tweet in G9:
[2] forms.gle
[2] twitter.com
[1] has-sante.fr
[1] moneycontrol.com
[1] parkprescriptions.ca
[1] inclusivecapitalism.com

Top Domains in Tweet in G10:
[3] theguardian.com
[2] twitter.com
[1] youtube.com
[1] worldpopulationreview.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[872] healthcare
[226] health
[163] sarawak
[101] medical
[71] medicine
[69] digitalhealth
[66] meded
[65] followbackfriday
[57] medtwitter
[50] tipsfornewdocs



Top Hashtags in Tweet in G1:
[363] healthcare
[86] health
[52] medical
[29] medicine
[24] fexc
[21] ùšø­ø¯ø«_ø§ù„ø§ù†
[21] the_2nd
[20] nhs
[20] ù…ù„øªù‚ù‰_ø§ù„ø®ø¨ø±ø§øª_ù„øªù†ø¸ùšù…_ø§ù„ù…ø¤øªù…ø±ø§øª_ùˆø§ù„ù…ø¹ø§ø±ø¶
[19] bhfyp

Top Hashtags in Tweet in G2:
[2] ppescandal
[2] healthcare
[2] worker
[2] deaths
[2] covid
[1] harryandmeghannetflix
[1] gmb
[1] followbackfriday
[1] nhs
[1] europe

Top Hashtags in Tweet in G3:
[163] sarawak

Top Hashtags in Tweet in G4:
[79] healthcare
[46] digitalhealth
[30] forbeshealth
[29] healthtech
[26] ai
[21] telehealth
[21] health
[17] ehealth
[15] tech
[14] teamwe

Top Hashtags in Tweet in G6:
[1] socialismin5words
[1] capitalismin5words

Top Hashtags in Tweet in G7:
[32] tigrayan
[17] tigraygenocide
[14] allowaccesstotigray
[10] reconnecttigray
[5] eritreaoutoftigray
[4] tigray
[3] hear
[3] pk
[3] cash
[3] visa

Top Hashtags in Tweet in G8:
[19] onpoli
[11] ontario
[10] saveourhealthcare
[9] healthcare
[5] daniellesmithisunfittolead
[5] jasonkenney
[5] ucp
[5] cpc
[4] nevervoteconservative
[4] fordfailedontario

Top Hashtags in Tweet in G9:
[18] healthcare
[6] health
[5] womensrights
[5] peace
[4] global
[3] madhyapradesh
[3] chhattisgarh
[3] ayushmanbharat
[3] humanrights
[3] social

Top Hashtags in Tweet in G10:
[2] followbackfriday
[2] tigray
[2] r4today
[1] endtigraysiege
[1] fitbit
[1] candycanesandsohobullies

Top Words
Top Words in Tweet in Entire Graph:
[5840] healthcare
[1765] ø
[1074] ù
[869] #healthcare
[695] ãƒ
[672] health
[670] people
[640] access
[546] nhs
[536] more

Top Words in Tweet in G1:
[1394] ø
[822] ù
[755] healthcare
[363] #healthcare
[201] ãƒ
[182] _ø
[128] more
[120] health
[114] ç
[103] øªù

Top Words in Tweet in G2:
[340] healthcare
[297] danielgoyal
[234] crisis
[214] stop
[214] harmâ
[214] œpatients
[213] honest
[213] severe
[213] risk
[213] saying

Top Words in Tweet in G3:
[228] healthcare
[172] twitmsian
[169] access
[168] baby
[167] malaysia
[165] good
[163] everyone
[163] bus
[163] dies
[163] #sarawak

Top Words in Tweet in G4:
[113] healthcare
[77] #healthcare
[68] forbes
[46] #digitalhealth
[41] summit
[34] spoke
[32] health
[30] #forbeshealth
[29] #healthtech
[24] sonu_monika

Top Words in Tweet in G5:
[201] healthcare
[180] strikebreaking
[178] tied
[178] employment
[178] fringetracker
[178] companies
[178] use
[10] thenewschool
[8] made
[8] decision

Top Words in Tweet in G6:
[181] bariweiss
[180] committee
[180] internally
[180] claiming
[180] 20
[180] online
[180] justified
[180] suspensions
[180] harassment
[180] œhospitals

Top Words in Tweet in G7:
[171] healthcare
[111] access
[71] services
[60] donâ
[57] education
[52] food
[48] years
[46] tigray
[36] deliberate
[36] interfere

Top Words in Tweet in G8:
[124] healthcare
[37] ford
[29] hospitals
[28] fordnation
[27] health
[26] re
[24] public
[23] everything
[23] throwing
[23] systemâ

Top Words in Tweet in G9:
[45] healthcare
[26] health
[19] ªà
[18] #healthcare
[17] delivery
[17] drone
[16] listening
[16] people
[16] µà
[13] hub

Top Words in Tweet in G10:
[96] healthcare
[81] free
[41] wesstreeting
[31] ippr
[28] private
[28] nhs
[22] govt
[21] pay
[21] education
[20] providing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[782] ø,ø
[568] ù,ø
[428] ø,ù
[410] ãƒ,ãƒ
[381] healthcare,system
[286] healthcare,crisis
[240] private,healthcare
[235] crisis,saying
[235] œpatients,risk
[235] downplaying,healthcare

Top Word Pairs in Tweet in G1:
[624] ø,ø
[465] ù,ø
[299] ø,ù
[159] _ø,ù
[138] ù,ù
[120] ãƒ,ãƒ
[86] ø,_ø
[78] øªù,ø
[56] #ø,ù
[49] ø,øªù

Top Word Pairs in Tweet in G2:
[233] healthcare,crisis
[213] saying,œpatients
[213] harmâ,honest
[213] stop,downplaying
[213] risk,severe
[213] downplaying,healthcare
[213] œpatients,risk
[213] severe,harmâ
[213] crisis,saying
[212] danielgoyal,stop

Top Word Pairs in Tweet in G3:
[163] bus,way
[163] access,good
[163] good,healthcare
[163] #sarawak,everyone
[163] baby,dies
[163] clear,access
[163] healthcare,malaysia
[163] dies,bus
[163] everyone,clear
[163] malaysia,baby

Top Word Pairs in Tweet in G4:
[41] forbes,healthcare
[41] healthcare,summit
[29] summit,#forbeshealth
[14] chief,executive
[12] executive,officer
[10] president,ceo
[10] #healthcare,#digitalhealth
[9] talk,catch
[9] interview,tech
[9] catch,interview

Top Word Pairs in Tweet in G5:
[178] healthcare,tied
[178] use,strikebreaking
[178] companies,healthcare
[178] employment,use
[178] tied,employment
[177] fringetracker,companies
[6] premiums,healthcare
[6] stop,paying
[6] decision,stop
[6] made,difficult

Top Word Pairs in Tweet in G6:
[180] claiming,encouraged
[180] committee,justified
[180] internally,claiming
[180] encouraged,online
[180] online,harassment
[180] harassment,œhospitals
[180] 20,committee
[180] justified,suspensions
[180] suspensions,internally
[179] bariweiss,20

Top Word Pairs in Tweet in G7:
[39] education,healthcare
[36] deliberate,shutdowns
[36] healthcare,businesses
[36] peopleâ,ability
[36] ability,access
[36] interfere,peopleâ
[36] shutdowns,interfere
[36] access,education
[35] healthcare,system
[33] businesses,services

Top Word Pairs in Tweet in G8:
[23] throwing,everything
[21] asked,overcrowding
[21] premier,ford
[21] healthcare,systemâ
[21] everything,healthcare
[21] œweâ,re
[21] ford,asked
[21] re,throwing
[21] systemâ,œ
[21] overcrowding,hospitals

Top Word Pairs in Tweet in G9:
[12] drone,delivery
[10] delivery,hub
[8] many,people
[8] representatives,make
[8] results,change
[8] make,basic
[8] election,results
[8] kakape,scbriand
[8] celebrating,mcd
[8] basic,difference

Top Word Pairs in Tweet in G10:
[30] wesstreeting,ippr
[20] free,healthcare
[20] fuel,forcing
[20] electricity,free
[20] providing,free
[20] free,education
[20] banks,offer
[20] education,free
[20] free,fuel
[20] free,electricity

Top Replied-To
Top Replied-To in Entire Graph:
@wesstreeting
@rin_healthcare
@holyrooddaily
@rishisunak
@jujuliagrace
@ninaturner
@gillianmacmsp
@sharjeelinam
@tomhfh
@randpaul

Top Replied-To in G1:
@kdahmumbai
@hst_health
@approsperity
@etherealmachine

Top Replied-To in G2:
@danielgoyal
@premnsikka
@scarbro8
@ons
@gabby_brauner27
@martintwigs68
@chloeja07839497

Top Replied-To in G3:
@twitmsian
@nzranasr

Top Replied-To in G4:
@julesyoo
@sonu_monika
@aluenterprise
@jonathan_bush
@estelamandela
@forbes
@spirosmargaris
@bimedotcom

Top Replied-To in G5:
@thenewschool
@bigreddthe1st

Top Replied-To in G6:
@csuwildcat
@bariweiss

Top Replied-To in G7:
@potus
@unosapg
@hiscromulency
@pawsunitepeople
@vpchiwenga
@jordanbpeterson
@repchrisstewart

Top Replied-To in G8:
@justicereportca
@samoosterhoff
@fordnation
@breakfasttv
@coopspeak
@c_mulroney
@wearecanproud
@colindmello
@ontariopccaucus
@ctvnews

Top Replied-To in G9:
@valeryridde
@etienneguillard
@starboy2079
@sunandavashisht
@kakape

Top Replied-To in G10:
@wesstreeting
@itvpeston
@jdlskier
@ummnope7
@onthemove555
@johnhobbit50
@auntytori
@landsharkuk
@fatherov2
@guardianopinion

Top Mentioned
Top Mentioned in Entire Graph:
@danielgoyal
@bariweiss
@fringetracker
@twitmsian
@tokyo_trev
@jujuliagrace
@ninaturner
@nhsactivistrn
@drelidavid
@arashalaeimd

Top Mentioned in G1:
@visionri_
@register4share
@asoberlady
@cyrilcoste
@nicolasmartin_4
@salman4028khan
@curacel

Top Mentioned in G2:
@danielgoyal
@bladeofthes
@suesuezep
@themingford
@normanjam671
@scarbro8
@gabby_brauner27
@brianjo70317946
@xav18r
@dianeoleary

Top Mentioned in G3:
@twitmsian
@nzranasr
@zaliha_drz
@kkmputrajaya
@markcheongwl
@altimet
@simkuihian
@beatriceluma
@mjquasar

Top Mentioned in G4:
@forbes
@sonu_monika
@khulood_almani
@shi4tech
@nicochan33
@mooglelabs
@curieuxexplorer
@betamoroney
@mvollmer1
@rldi_lamy

Top Mentioned in G5:
@fringetracker
@thenewschool
@plbds
@grimkim
@redson_0
@breenewsome
@justicearman
@mickbeeblues
@danielgoyal
@yayfreire

Top Mentioned in G6:
@bariweiss
@solobucketpond
@progrebel
@csuwildcat
@afldsorg
@tiloapignolo
@1lar_mo

Top Mentioned in G7:
@voicehewan
@robelgz
@meleshagos8
@unhumanrights
@potus
@un
@timmermanseu
@vestager
@hawazgirmay
@eucopresident

Top Mentioned in G8:
@fordnation
@hurleyochucupe
@birgitomo
@coopspeak
@sylviajonesmpp
@ubakaogbogu
@pnpcbc
@davidwcochrane
@justintrudeau
@naheedd

Top Mentioned in G9:
@who
@narendramodi
@mkatju
@scbriand
@myogiadityanath
@iamgoingtosleep
@kakape
@moh_kenya
@jhpiego
@indiantechguide

Top Mentioned in G10:
@ippr
@wesstreeting
@derbychrisw
@secrettory12
@itvpeston
@fatherov2
@peston
@danielgoyal
@nocontextbrits
@itcorbyn

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@robinsnewswire
@gambiste1
@cybersecurityn8
@independent
@yarosisnancy
@newsfilterio
@wadakashiho
@blackcentaurfx

Top Tweeters in G1:
@newsfilterio
@blackcentaurfx
@prpnews
@rapplerdotcom
@thedextazlab
@honeybadger10
@inpoco
@dcexaminer
@quantisnow
@haolethai

Top Tweeters in G2:
@ferguson2811
@fiona_fionnagal
@shirleyyoung2
@caz5697
@marciaj64
@iloveautumn2
@themingford
@miftyjackson
@pripley2426
@ellih53

Top Tweeters in G3:
@syawal
@khalidkarim
@alephazwan
@chojie_
@faliahms
@akemasyraf
@ardlhlim
@farrellfaiz
@muhdkenghol
@adliamirullah

Top Tweeters in G4:
@sectest9
@chidambara09
@cybersecurityn8
@evankirstel
@dsochoa
@ssxman2
@fintechna
@scratchinpro
@nicochan33
@caring_mobile

Top Tweeters in G5:
@inforenique
@agent_snark
@edmthotiana
@bernaert1776
@jeannie208
@hatefulluvr
@teshanebwe
@admirableism
@julia_doughty
@followwinniie

Top Tweeters in G6:
@bassaces1
@mooncindylu
@guardian_elite
@sandoly
@27kislev5719
@sotnasoinotna
@hullfair
@msayomidele
@patriot_val
@sunpoches

Top Tweeters in G7:
@tdf_forlife
@mesiihiluf
@lillyanapk
@nigsti_tigray
@hrite_hailu
@heav_en1
@hermila14171798
@galgebru
@gebremar3
@samrawitkalayu7

Top Tweeters in G8:
@wavetop
@zainr
@ctvnews
@thetorontosun
@elbowriver28
@cbcnews
@cp24
@janbear105
@m_s_fricker
@cindian1

Top Tweeters in G9:
@lalashwa
@amarujalanews
@rajanimallover
@himansh49164172
@sunandavashisht
@ashutosh1274
@upgovt
@mohfw_india
@who
@unbiodiversity

Top Tweeters in G10:
@christinejameis
@amor_vuelvetx
@romhai_h
@varun18vijay
@mckinlay_liz
@vg123e
@skynews
@mariamuser
@cnn
@france24


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