healthcare, Twitter, 12/5/2022 12:26:34 PM, 285544


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healthcare_2022-12-04_22-00-00.xlsx
healthcare_2022-12-04_22-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2022
Short Description:
healthcare via NodeXL https://bit.ly/3P1aeOI
@briantylercohen
@naheedd
@elonmusk
@rachelnotley
@lisa_iannattone
@paulmelanson007
@ventiamos
@grandmasrus
@danielgoyal
@1goodtern

Top hashtags:
#healthcare
#worldaidsday
#tigray
#health
#allowhumanitarianaidtotigray

Description:
Description
The graph represents a network of 9,216 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, 05 December 2022 at 06:09 UTC.

The requested start date was Monday, 05 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 3-day, 0-hour, 31-minute period from Thursday, 01 December 2022 at 10:38 UTC to Sunday, 04 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 : 9216
Unique Edges : 5718
Edges With Duplicates : 11842
Total Edges : 17560
Number of Edge Types : 5
Retweet : 5374
MentionsInRetweet : 6348
Replies to : 975
Tweet : 1761
Mentions : 3102
Self-Loops : 1812
Reciprocated Vertex Pair Ratio : 0.0109628710311304
Reciprocated Edge Ratio : 0.0216879795396419
Connected Components : 2136
Single-Vertex Connected Components : 737
Maximum Vertices in a Connected Component : 2239
Maximum Edges in a Connected Component : 7124
Maximum Geodesic Distance (Diameter) : 40
Average Geodesic Distance : 13.148356
Graph Density : 0.000115100963857238
Modularity : 0.578044
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,216 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, 05 December 2022 at 06:09 UTC.

The requested start date was Monday, 05 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 3-day, 0-hour, 31-minute period from Thursday, 01 December 2022 at 10:38 UTC to Sunday, 04 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:
[69] https://www.thenewhumanitarian.org/analysis/2022/09/28/Ethiopia-Tigray-Amhara-blockade-AU-Obasanjo
[30] https://www.dw.com/en/after-patchy-tigray-truce-who-still-lacks-full-aid-access/a-63972200
[27] https://twinybots.ch/
[18] https://www.newstatesman.com/spotlight/healthcare/2022/12/ambulance-paramedic-strikes-nhs-backlog
[16] https://thehill.com/policy/healthcare/3760809-44-states-experiencing-high-levels-of-respiratory-illness/
[14] https://share.fieldteam6.org/campaign/F6DDBE84-04F4-4C96-A5FA-7E22A07FEDDB/static?url=aHR0cHM6Ly9pd2lsbHZvdGUuY29tLw&image_id=5331ADD6-F43B-46B6-96DE-16F63E75330B&social_network=twitter&link_caption=RmluZCB5b3VyIHBvbGxpbmcgcGxhY2UgYnkgY2xpY2tpbmcgaGVyZSE
[12] https://www.africanews24-7.co.za/index.php/southafricaforever/investigation-chilling-curse-black-healthcare-professionals-south-africa/
[12] https://hitconsultant.net/2022/12/02/covid-19-prevent-healthcare-staffing-crisis/?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.reuters.com/business/healthcare-pharmaceuticals/whos-tedros-says-new-covid-variant-concern-could-emerge-2022-12-02/
[11] https://share.fieldteam6.org/campaign/F6DDBE84-04F4-4C96-A5FA-7E22A07FEDDB/static?url=aHR0cHM6Ly9pd2lsbHZvdGUuY29tLw&image_id=627F4888-0A45-4D87-873A-02483F8EE25A&social_network=twitter&link_caption=RmluZCB5b3VyIHBvbGxpbmcgcGxhY2UgYnkgY2xpY2tpbmcgaGVyZSE

Top URLs in Tweet in G1:
[7] https://twinybots.ch/
[5] https://www.healthcare-hub.co.uk/whitchurch-hub/
[4] https://hitconsultant.net/2022/12/02/covid-19-prevent-healthcare-staffing-crisis/?utm_source=dlvr.it&utm_medium=twitter
[3] https://healthcarenowradio.out.airtime.pro/healthcarenowradio_a
[3] https://tweetedtimes.com/ahier/healthcare
[2] https://www.otdigital.eu/
[2] https://capegazette.com/
[2] https://gobnewsonline.com/india-seizes-opportunities-in-african-healthcare/
[2] https://www.walgreens.com/healthcare-solutions/covid-19-index
[2] https://www.pacifichealthsystems.net/

Top URLs in Tweet in G2:
[18] https://www.newstatesman.com/spotlight/healthcare/2022/12/ambulance-paramedic-strikes-nhs-backlog
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/whos-tedros-says-new-covid-variant-concern-could-emerge-2022-12-02/
[1] https://www.youtube.com/watch?v=gqh0vfPy1ro&feature=youtu.be

[1] https://www.kingsfund.org.uk/projects/nhs-in-a-nutshell/nhs-budget
[1] https://www.bbc.co.uk/news/health-63808516
[1] https://yournhsneedsyou.com/
[1] https://twitter.com/TheBDA/status/1599329690879406081
[1] https://twitter.com/GovExec/status/1597999032714289152
[1] https://twitter.com/eilie49/status/1598397418902528003
[1] https://twitter.com/bluelooscene/status/1598245970201890816

Top URLs in Tweet in G3:
[69] https://www.thenewhumanitarian.org/analysis/2022/09/28/Ethiopia-Tigray-Amhara-blockade-AU-Obasanjo
[30] https://www.dw.com/en/after-patchy-tigray-truce-who-still-lacks-full-aid-access/a-63972200
[9] https://act.accessnow.org/page/116140/action/1
[6] https://twitter.com/Dani27boy3/status/1599118732516683776
[3] https://twitter.com/AJEnglish/status/1598976733369229312
[3] https://twitter.com/famdeslasie/status/1597876183244251136
[2] https://twitter.com/Alena4Tigray/status/1598162415421906944
[2] https://twitter.com/Great_tgray/status/1598173135131774977
[1] https://twitter.com/RandaHabib/status/1598895254521856000
[1] https://www.who.int/activities/global-report-on-health-equity-for-persons-with-disabilities

Top URLs in Tweet in G5:
[12] https://www.africanews24-7.co.za/index.php/southafricaforever/investigation-chilling-curse-black-healthcare-professionals-south-africa/
[5] https://timesofindia.indiatimes.com/blogs/voices/future-of-metaverse-in-the-healthcare-sector/
[4] https://bdtechtalks.com/2022/01/21/protecting-healthcare-from-cybercrime/
[3] https://www.wsj.com/articles/elon-musks-neuralink-set-to-show-and-tell-latest-brain-computer-advances-at-event-11669785946
[3] https://www.valmikigroup.com/foreign-education-consultants-hyderabad.php
[2] https://trib.al/ayQsBqt
[2] https://trib.al/4tx7f6w
[2] https://www.dropbox.com/s/j3vvqe31vg9jaix/List%20of%20healthcare%20providers%20on%20indirect%20payment%20-%20April%202018-updated.pdf?dl=0
[2] https://www.entrepreneur.com/business-news/ai-could-predict-your-risk-of-heart-attack-with-one-x-ray/440148
[2] https://www.euractiv.com/section/agriculture-food/news/forget-labels-ai-is-the-future-of-healthy-eating-expert-says/

Top URLs in Tweet in G6:
[1] https://twitter.com/austinsaral/status/1599053776706736128
[1] https://twitter.com/ahmarskhan/status/1599201092016828417
[1] https://www.thestar.com/politics/provincial/2021/04/26/ontario-appeals-to-ottawa-for-military-help-as-hospitals-fill-with-covid-19-patients.html
[1] https://twitter.com/disabledacadem/status/1599224415266299904
[1] https://www.ona.org/news-posts/20221124-healthcare-union-sos/
[1] https://twitter.com/fordnation/status/1598408886880505856
[1] https://ottawa.ctvnews.ca/access-to-virtual-care-in-jeopardy-after-fee-structure-changes-1.6175908

Top URLs in Tweet in G7:
[1] https://healthcare.gov/
[1] https://t.me/infodefENGLAND/1352

Top URLs in Tweet in G9:
[1] https://healthpolicy-watch.news/wendy-reaser-struggling-with-obesity-in-canada/
[1] https://www.ourviewsourvoices.org/
[1] https://mailchi.mp/highland-marketing/its-beginning-to-feel-a-lot-like-winter-in-the-healthcare-roundup
[1] https://www.gov.uk/government/publications/technical-report-on-the-covid-19-pandemic-in-the-uk/chapter-10-improvements-in-care-of-covid-19#measures-to-manage-surging-clinical-needs
[1] https://twitter.com/CleanAirClassrm/status/1598526743484108801?s=20&t=uTZ2a5LziG4RkS_-0P4B9g

Top Domains
Top Domains in Tweet in Entire Graph:
[237] twitter.com
[73] co.uk
[69] thenewhumanitarian.org
[43] reuters.com
[39] amazon.com
[30] dw.com
[27] twinybots.ch
[26] fieldteam6.org
[23] thehill.com
[22] nhs.uk

Top Domains in Tweet in G1:
[54] twitter.com
[38] co.uk
[36] amazon.com
[17] careerarc.com
[14] google.com
[9] dy.si
[8] linkedin.com
[8] youtube.com
[7] reuters.com
[7] nhs.uk

Top Domains in Tweet in G2:
[18] newstatesman.com
[5] twitter.com
[2] reuters.com
[1] youtube.com
[1] org.uk
[1] co.uk
[1] yournhsneedsyou.com

Top Domains in Tweet in G3:
[69] thenewhumanitarian.org
[30] dw.com
[27] twitter.com
[9] accessnow.org
[1] who.int
[1] youtube.com
[1] miamiherald.com
[1] unaids.org
[1] rb.gy

Top Domains in Tweet in G5:
[12] co.za
[5] indiatimes.com
[4] trib.al
[4] bdtechtalks.com
[3] wsj.com
[3] valmikigroup.com
[2] dropbox.com
[2] entrepreneur.com
[2] euractiv.com
[2] youareunltd.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] thestar.com
[1] ona.org
[1] ctvnews.ca

Top Domains in Tweet in G7:
[1] healthcare.gov
[1] t.me

Top Domains in Tweet in G9:
[1] healthpolicy-watch.news
[1] ourviewsourvoices.org
[1] mailchi.mp
[1] gov.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[619] healthcare
[367] worldaidsday
[276] tigray
[160] health
[120] allowhumanitarianaidtotigray
[103] medtwitter
[99] medicine
[94] meded
[85] medical
[83] eritreaoutoftigray



Top Hashtags in Tweet in G1:
[235] healthcare
[56] health
[24] medical
[16] healthylifestyle
[16] medicine
[12] worldaidsday
[12] healthtips
[12] nhs
[11] lifestyle
[11] ગુજરાતમાં_ઉઠી_ભાજપની_લહેર

Top Hashtags in Tweet in G2:
[15] nhsnotforsale
[5] worldaidsday2022
[2] saveournhs
[2] yournhsneedsyou
[2] healthcare
[2] ukpolitics
[1] corbynwasright
[1] ramsgate
[1] nhs
[1] labourparty

Top Hashtags in Tweet in G3:
[315] worldaidsday
[276] tigray
[120] allowhumanitarianaidtotigray
[83] eritreaoutoftigray
[73] declaretigrayfamine
[70] justice4tigrayswomenandgirls
[37] hiv
[14] worldaidsday2022
[11] allowaccesstotigray
[10] tigraygenocide

Top Hashtags in Tweet in G5:
[25] healthcare
[7] techforgood
[7] cmscares4u
[7] medicalschemes
[7] ai
[7] metaverse
[6] healthtech
[6] 5g
[6] huaweipartner
[6] mbbf2022

Top Hashtags in Tweet in G6:
[14] healthcare
[3] liar
[3] clown
[3] criminal
[2] fordmustresign
[1] wecanforkids
[1] cdnpoli
[1] handsoffhealthcare
[1] ontarioisnotforsale
[1] fordfailedontario

Top Hashtags in Tweet in G7:
[20] covid19
[3] healthcare
[1] nazis
[1] ukraine

Top Hashtags in Tweet in G9:
[4] ncdvoices
[4] actonncds
[2] covidisnotover
[2] cleanairbuilding
[1] healthtech
[1] nhs
[1] digital
[1] ndp
[1] gp
[1] airfilterunits

Top Words
Top Words in Tweet in Entire Graph:
[5554] healthcare
[1317] people
[963] access
[745] tigray
[714] years
[661] services
[658] health
[649] without
[619] #healthcare
[600] desperate

Top Words in Tweet in G1:
[620] healthcare
[235] #healthcare
[87] health
[77] more
[72] people
[62] care
[56] #health
[50] free
[42] system
[42] medical

Top Words in Tweet in G2:
[275] nhs
[252] danielgoyal
[250] healthcare
[242] staff
[238] trying
[198] aids
[191] getting
[191] wing
[191] blame
[191] right

Top Words in Tweet in G3:
[888] healthcare
[745] tigray
[684] access
[624] people
[592] desperate
[591] years
[590] without
[536] proper
[515] nutrition
[449] services

Top Words in Tweet in G4:
[475] ส
[239] บคนไข
[238] ไม
[238] แต
[238] healthcare
[238] แบบน
[238] นก
[238] ควรม
[238] นธ
[238] ปฏ

Top Words in Tweet in G5:
[88] healthcare
[68] far
[36] universal
[35] briantylercohen
[35] left
[34] right
[32] jews
[32] don
[32] exterminate
[31] two

Top Words in Tweet in G6:
[116] one
[66] ontario
[63] children
[60] healthcare
[58] naheedd
[54] cross
[54] largest
[54] red
[52] hospitals
[51] help

Top Words in Tweet in G7:
[152] healthcare
[130] davenewworld_2
[94] level
[93] determines
[93] fact
[93] employment
[93] ones
[93] loved
[93] status
[92] industrialize

Top Words in Tweet in G8:
[113] jojofromjerz
[102] infrastructure
[100] voted
[100] against
[99] marriage
[99] planet
[99] insulin
[99] affordable
[99] baby
[99] formula

Top Words in Tweet in G9:
[32] healthcare
[29] 1goodtern
[19] governments
[15] access
[15] talking
[14] passage
[14] lockdown
[14] sgriffin_lab
[14] mail
[14] claims

Top Words in Tweet in G10:
[80] sampai
[80] kat
[80] gomen
[80] healthcare
[80] impak
[80] cepat
[80] issue
[80] ke
[80] lah
[80] contract

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[590] without,access
[579] years,without
[562] desperate,years
[536] access,proper
[516] healthcare,nutrition
[499] proper,healthcare
[490] people,tigray
[490] tigray,desperate
[445] healthcare,system
[419] basic,services

Top Word Pairs in Tweet in G1:
[26] healthcare,system
[25] free,healthcare
[24] bjp,government
[16] #health,#healthcare
[16] #healthcare,#health
[15] find,more
[15] healthcare,workers
[14] healthcare,people
[14] healthcare,professionals
[14] covid,19

Top Word Pairs in Tweet in G2:
[239] nhs,staff
[190] right,wing
[188] minority,right
[188] wing,selfish
[188] keep,trying
[188] getting,utterly
[188] tiny,minority
[188] selfish,nutjobs
[188] utterly,sickening
[188] sickening,tiny

Top Word Pairs in Tweet in G3:
[590] without,access
[579] years,without
[562] desperate,years
[536] access,proper
[515] healthcare,nutrition
[499] proper,healthcare
[490] tigray,desperate
[490] people,tigray
[416] basic,services
[414] commission,ichree

Top Word Pairs in Tweet in G4:
[238] บคนไข,โดยเฉพาะใน
[238] แต,เราเห
[238] คนสงสารหมอ,แต
[238] ปฏ,ส
[238] นธ,แบบน
[238] แบบน,นก
[238] นตรงข,าม
[238] าม,healthcare
[238] ส,มพ
[238] ถ,าหมอไม

Top Word Pairs in Tweet in G5:
[36] universal,healthcare
[34] far,left
[33] far,right
[32] right,exterminate
[32] left,universal
[32] exterminate,jews
[32] healthcare,far
[30] jews,don
[30] equate,two
[30] don,equate

Top Word Pairs in Tweet in G6:
[54] ontario,largest
[54] red,cross
[50] cross,help
[50] one,angry
[50] call,red
[50] one,ontario
[50] hospitals,call
[50] angry,one
[50] largest,children
[50] children,hospitals

Top Word Pairs in Tweet in G7:
[93] employment,status
[93] fact,employment
[93] loved,ones
[93] determines,level
[93] status,determines
[93] level,healthcare
[93] healthcare,loved
[92] ones,industrialize
[92] davenewworld_2,fact
[28] davenewworld_2,healthcare

Top Word Pairs in Tweet in G8:
[100] voted,against
[99] baby,formula
[99] infrastructure,gay
[99] formula,affordable
[99] protecting,planet
[99] insulin,protecting
[99] planet,providing
[99] affordable,insulin
[99] against,infrastructure
[99] marriage,baby

Top Word Pairs in Tweet in G9:
[14] mail,headline
[14] lockdown,mail
[14] passage,referring
[14] sgriffin_lab,passage
[14] referring,talking
[14] headline,claims
[14] talking,lockdown
[13] let's,take
[13] politicians,access
[13] treatments,care

Top Word Pairs in Tweet in G10:
[80] kes,kat
[80] macam,kes
[80] sampai,ke
[80] kat,gomen
[80] nampak,macam
[80] healthcare,workers
[80] issue,healthcare
[80] lah,solve
[80] gomen,impak
[80] cepat,lah

Top Replied-To
Top Replied-To in Entire Graph:
@rin_healthcare
@who
@potus
@rachelnotley
@elonmusk
@johnredwood
@darrengrimes_
@ninaturner
@danielgoyal
@fordnation

Top Replied-To in G1:
@prs_france

Top Replied-To in G2:
@danielgoyal
@kenhalloftnorth
@keir_starmer
@snb19692
@publicoutcast45
@m22mjj
@jakesucky
@chrisric1984
@lucyabeaumont
@imusgrave

Top Replied-To in G3:
@who
@potus
@justintrudeau
@ink8judy
@teslaanddoge
@un
@antonioguterres
@sabrinatxgal
@spot_caroline
@mutherfrakindc

Top Replied-To in G5:
@elonmusk
@peterriverajr
@effie4321
@cindycl67541863
@potus
@janecaro
@kimiversenshow
@ian230810
@briantylercohen
@kenya190163318

Top Replied-To in G6:
@fordnation
@amitaryamd
@ballsixofour
@mikecoo18059212
@kapur_ak
@mrahmednurali
@restingmom_face
@ontarionurses
@ctvtoronto
@teach_n_travel

Top Replied-To in G7:
@davenewworld_2
@openour3y3s
@kek0727

Top Replied-To in G8:
@lindyli

Top Replied-To in G9:
@1goodtern
@reneenicolegray
@sgriffin_lab
@seutesouro
@marksiddallriba

Top Mentioned
Top Mentioned in Entire Graph:
@danielgoyal
@pnvich
@potus
@davenewworld_2
@un
@jojofromjerz
@tdfking5
@flwrsxb
@un_hrc
@heav_en1

Top Mentioned in G1:
@visionri_
@teeshasmom2
@debugliesnews
@quantib
@physiciansguide
@fiifibrew11
@actaindica
@pklinrc
@collarsearch
@wayne57072607

Top Mentioned in G2:
@danielgoyal
@uklabour
@jujuliagrace
@keir_starmer
@yournhs2021
@stewpotmedic
@poorscousertom
@tykestakeonit
@bellawallerstei
@secrettory12

Top Mentioned in G3:
@un
@potus
@tdfking5
@un_hrc
@heav_en1
@powerusaid
@unaids
@unicef
@abiti19s
@eucouncil

Top Mentioned in G4:
@pnvich

Top Mentioned in G5:
@briantylercohen
@nytimes
@elonmusk
@cmscares4u
@gems_number1
@bhfglobal
@pih
@owntv
@medshieldsa
@switzerland_sa

Top Mentioned in G6:
@naheedd
@fordnation
@dylanogline
@sylviajonesmpp
@katharinesmart
@cheridinovo
@uhn
@unifortheunion
@amitaryamd
@nursewithsign

Top Mentioned in G7:
@davenewworld_2
@numbers28
@nwpinpdx
@barackobama
@liberalforce
@hyperannoyed
@lynnschore
@johnhkennedyza
@catgirlanarcho

Top Mentioned in G8:
@jojofromjerz
@marypeltola
@cynthiaharless1
@danielgoyal
@quotedigging
@lindyli

Top Mentioned in G9:
@1goodtern
@_johnbye
@sgriffin_lab
@ncdalliance
@dhscgovuk
@margaretforreal
@ukhsa
@educationgovuk
@bumblebuzz6
@extrospecteur

Top Mentioned in G10:
@flwrsxb

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paul_cude
@chidambara09
@gambiste1
@alhanda
@stigmabaseu
@crweworld
@cybersecurityn8
@_dammyb_
@independent

Top Tweeters in G1:
@stigmabaseu
@crweworld
@dataaugmented
@seekingalpha
@jeguru1
@baphometx
@anamafalda1992
@tian_a1
@staronline
@financialxpress

Top Tweeters in G2:
@sandradunn1955
@tshep42
@thestephenralph
@mckinlay_liz
@cleggy261
@inforenique
@bernardmceldown
@guse_guse
@josmirek
@peterdilworth1

Top Tweeters in G3:
@tsrha_kw
@romhai_h
@mesiihiluf
@tdf_forlife
@nigsti_tigray
@lillyanapk
@hrite_hailu
@heav_en1
@sisay34690879
@gg_gidey

Top Tweeters in G4:
@whyyynik
@pearldiamon9999
@pp_planet
@thnt98
@febmmbc
@puggad55
@eiamcha
@aunnwk
@maygruf
@flyme2dejupiter

Top Tweeters in G5:
@sectest9
@chidambara09
@cybersecurityn8
@nypost
@foxnews
@docwsjames
@nytimes
@mashable
@nicochan33
@washingtonpost

Top Tweeters in G6:
@lise_latulippe
@torontostar
@teach_n_travel
@sunnydays180
@avigalluna
@richersonjulie
@lordhenryiii
@debrahatesdonal
@maureen_oesch
@ctvtoronto

Top Tweeters in G7:
@numbers28
@godessofchaos71
@cindycinnis
@latercomer_1
@rellyluvsfairen
@reneeg1147
@gaylaannette
@worriedinpa
@kathrynresister
@scabbyscribe56

Top Tweeters in G8:
@gpwriter
@astraea_styx
@joekoffee
@pushandpulljlm
@feinberg_linda
@bonnievee2017
@urlifewillbloom
@abuelissss
@joeschreiber6
@granitevoter

Top Tweeters in G9:
@saffiya_khan1
@profdaveandress
@jeffreyjdean
@morganl666
@londonbel0w
@starlightmckenz
@dpedin
@hazardscampaign
@barlondsmith
@thebhf

Top Tweeters in G10:
@snfl0w3rz
@syafi_keyrh
@maknaemarch
@sseubtin
@zrvck
@frhnlee_
@annyssakiko
@nraliahsnn
@emaildaaaa
@vee_cado


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