VaccinesWork, Twitter, 1/10/2022 5:58:57 AM, 269790


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VaccinesWork_2022-01-09_19-19-14.xlsx
VaccinesWork_2022-01-09_19-19-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2022
Short Description:
VaccinesWork via NodeXL https://bit.ly/3HVboGZ
@sbattrawden
@skiermichael
@who
@viralvideovlogs
@fawkwardxs
@jkwan_md
@gailwaldby
@justmom_ali
@gyamey
@evelynspring8

Top hashtags:
#vaccineswork
#covid19
#cervicalcancer
#hpv
#vaccine
#scotus
#covidvaccine
#covid

Description:
Description
The graph represents a network of 8,469 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 January 2022 at 03:29 UTC.

The requested start date was Monday, 10 January 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, 9-hour, 53-minute period from Thursday, 06 January 2022 at 02:08 UTC to Sunday, 09 January 2022 at 12:02 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 : 8469
Unique Edges : 4248
Edges With Duplicates : 12558
Total Edges : 16806
Number of Edge Types : 5
Retweet : 5410
MentionsInRetweet : 6653
Tweet : 1426
Replies to : 549
Mentions : 2768
Self-Loops : 1474
Reciprocated Vertex Pair Ratio : 0.010264598540146
Reciprocated Edge Ratio : 0.0203206141341161
Connected Components : 1215
Single-Vertex Connected Components : 679
Maximum Vertices in a Connected Component : 5433
Maximum Edges in a Connected Component : 12376
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.288388
Graph Density : 0.000123515850661667
Modularity : 0.529172
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,469 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 January 2022 at 03:29 UTC.

The requested start date was Monday, 10 January 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, 9-hour, 53-minute period from Thursday, 06 January 2022 at 02:08 UTC to Sunday, 09 January 2022 at 12:02 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 : VaccinesWork
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:
[12] https://twitter.com/paulmainwood/status/1479528897259712513
[11] https://twitter.com/PaulMainwood/status/1479528897259712513
[9] https://www.immunize.ca/card-game-kids
[9] https://www.gavi.org/vaccineswork/mounting-evidence-suggests-covid-vaccines-do-reduce-transmission-how-does-work
[8] https://twitter.com/sbattrawden/status/1479935392010883080
[8] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[7] https://www.gavi.org/vaccineswork/covid-19-vaccine-race
[7] https://www.amazon.com/dp/B09P5TP87T
[7] https://twitter.com/Abn_RN/status/1479603368922337281
[7] https://www.gavi.org/vaccineswork/impact-covax-laos

Top URLs in Tweet in G1:
[1] https://www.icnarc.org/DataServices/Attachments/Download/596485d8-c264-ec11-9139-00505601089b

Top URLs in Tweet in G2:
[2] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[1] https://www.amazon.com/dp/B09P5TP87T
[1] https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate
[1] https://www.nydailynews.com/news/politics/ny-pressley-stutts-died-south-carolina-covid-gop-20210821-thercucaz5huzjd54wejkdokqa-story.html
[1] https://www.gavi.org/vaccineswork/drought-may-affect-routine-immunisation-africa-study-finds?fbclid=IwAR3k9cv5w9iVh7JDgBvlbO7j9wtPJQouURvZkwWhJZPTR6pGUnN4XWuTxgE
[1] https://twitter.com/shannonbream/status/1479535048697200641
[1] https://twitter.com/mmpadellan/status/1479692538013495300
[1] https://twitter.com/imspeaking13/status/1479846932151513100

Top URLs in Tweet in G3:
[7] https://twitter.com/sbattrawden/status/1479935392010883080
[5] https://twitter.com/Abn_RN/status/1479603368922337281
[4] https://twitter.com/PaulMainwood/status/1479528897259712513
[4] https://twitter.com/paulmainwood/status/1479528897259712513
[4] https://hubhopper.com/episode/covid-19-vaccination-awareness-drive-1641388401
[3] https://twitter.com/abn_rn/status/1479603368922337281
[2] https://www.bbc.com/news/world-australia-59889522
[2] https://twitter.com/guardian/status/1479074450234658820
[2] https://www.cbc.ca/news/health/covid-vaccine-pregnancy-1.6304039
[2] https://twitter.com/DrTomFrieden/status/1479225000272044039

Top URLs in Tweet in G4:
[4] https://twitter.com/duty2warn/status/1479587137989144577?t=Qe31erqm_Ag2xvr3sgBXXw&s=19
[4] https://twitter.com/1UnrulySquirrel/status/1479463991630077955
[2] https://twitter.com/paulmainwood/status/1479528897259712513
[2] https://www.washingtonpost.com/opinions/2022/01/07/we-both-led-medicare-medicaid-bidens-vaccine-mandate-health-care-workers-must-stand/
[2] https://twitter.com/demcastusa/status/1479482961846169602
[1] https://twitter.com/stkirsch/status/1480045141591158787
[1] https://twitter.com/RabbiHarvey/status/1480001234396454914
[1] https://healthcarevoter.org/news/supreme-court-must-uphold-covid-vaccine-requirements/
[1] https://twitter.com/jilevin/status/1479891686612516867
[1] https://twitter.com/Abn_RN/status/1479603368922337281?t=HoGopnhyib42Dj6opcFLHg&s=19

Top URLs in Tweet in G5:
[6] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[5] https://www.dailyaza.com/2021/05/a-malian-women-gives-birth-to-9-babies.html
[2] https://www.thenews.com.pk/print/923173-sindh-health-minister-for-achieving-100pc-polio-target
[2] https://www.cdc.gov/niosh/npptl/usernotices/counterfeitResp.html
[1] https://www.who.int/features/qa/84/en/
[1] https://www.who.int/news/item/10-11-2021-global-progress-against-measles-threatened-amidst-covid-19-pandemic
[1] https://twitter.com/mattbc/status/1479637131748380672
[1] https://twitter.com/MotherMcGinty/status/1480007826063839234
[1] https://twitter.com/OurWorldInData/status/1479796055336226816
[1] https://twitter.com/takeshi_kasai/status/1478972838308507649

Top URLs in Tweet in G6:
[9] https://www.immunize.ca/card-game-kids
[3] https://covid19-sciencetable.ca/ontario-dashboard/#riskbyvaccinationstatus
[2] https://twitter.com/jkwan_md/status/1479473428713324552
[2] https://paulsnewsline.blogspot.com/2022/01/get-me-rewrite-unvaccinated-fill.html
[2] https://www.cbc.ca/news/politics/duclos-mandatory-vaccination-policies-on-way-1.6307398
[1] https://covid19-sciencetable.ca/ontario-dashboard/
[1] https://twitter.com/vankayak/status/1479219383176253444
[1] https://twitter.com/SusanSm72874290/status/1479836488644845577
[1] https://twitter.com/EdTubb/status/1479910184092938241
[1] https://twitter.com/cathmckenna/status/1479264777910333442

Top URLs in Tweet in G7:
[5] https://www.skepticalraptor.com/skepticalraptorblog.php/covid-19-may-be-linked-to-diabetes-more-reasons-for-the-vaccine/
[4] https://www.skepticalraptor.com/skepticalraptorblog.php/what-would-a-time-traveler-from-2019-think-about-the-covid-pandemic/
[1] https://twitter.com/CDCgov/status/1479515690591735814
[1] https://twitter.com/EricTopol/status/1479551413193613312
[1] https://twitter.com/PaulMainwood/status/1479528897259712513
[1] https://twitter.com/DonnellyStephen/status/1479535877684699138
[1] https://www.icnarc.org/
[1] https://twitter.com/Antonio_Caramia/status/1479747383827308549?t=FC86oWNrw3U7B4HKxWBFkg&s=19
[1] https://twitter.com/girlsincomaha/status/1479569964713533450
[1] https://twitter.com/CrazyMotherJess/status/1478892106928115713

Top URLs in Tweet in G9:
[2] https://www.gavi.org/vaccineswork/what-difference-between-efficacy-and-effectiveness

Top URLs in Tweet in G10:
[2] https://twitter.com/dr_barrett/status/1479986071832248322
[1] https://twitter.com/DrHarryThomas/status/1478855901691924485
[1] https://www.gavi.org/vaccineswork/there-are-four-types-covid-19-vaccines-heres-how-they-work
[1] https://www.gavi.org/vaccineswork/long-view-ye-olde-anti-vaxxers
[1] https://twitter.com/mdrisette/status/1479646171052363776
[1] https://twitter.com/medical_xpress/status/1479510499213643776

Top Domains
Top Domains in Tweet in Entire Graph:
[611] twitter.com
[90] gavi.org
[17] youtube.com
[16] vtvgujarati.com
[14] everyaction.com
[12] co.uk
[12] substack.com
[12] cdc.gov
[11] washingtonpost.com
[9] immunize.ca

Top Domains in Tweet in G1:
[1] icnarc.org

Top Domains in Tweet in G2:
[3] twitter.com
[2] williamquincybelle.com
[1] amazon.com
[1] npr.org
[1] nydailynews.com
[1] gavi.org

Top Domains in Tweet in G3:
[297] twitter.com
[12] gavi.org
[7] youtube.com
[5] co.uk
[4] cbc.ca
[4] hubhopper.com
[3] usatoday.com
[3] msn.com
[3] substack.com
[3] indiatimes.com

Top Domains in Tweet in G4:
[35] twitter.com
[2] washingtonpost.com
[2] theguardian.com
[1] healthcarevoter.org
[1] lacounty.gov
[1] cdc.gov
[1] sorryantivaxxer.com

Top Domains in Tweet in G5:
[16] vtvgujarati.com
[6] williamquincybelle.com
[5] dailyaza.com
[4] twitter.com
[4] cdc.gov
[3] com.pk
[2] who.int
[2] reliefweb.int
[1] biomedcentral.com
[1] bmj.com

Top Domains in Tweet in G6:
[9] immunize.ca
[8] twitter.com
[4] covid19-sciencetable.ca
[3] blogspot.com
[2] cbc.ca

Top Domains in Tweet in G7:
[9] skepticalraptor.com
[7] twitter.com
[1] icnarc.org

Top Domains in Tweet in G9:
[2] gavi.org

Top Domains in Tweet in G10:
[5] twitter.com
[2] gavi.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3080] vaccineswork
[987] covid19
[290] cervicalcancer
[284] hpv
[263] vaccine
[222] scotus
[210] covidvaccine
[200] covid
[194] vaccinessavelives
[187] vaccination



Top Hashtags in Tweet in G1:
[4] vaccineswork
[1] triplevax
[1] novavax

Top Hashtags in Tweet in G2:
[88] vaccineswork
[69] blacklivesmatter
[69] 45lost
[69] dcstatehood
[69] voteblue
[69] endthefilibuster
[69] prstatehood
[69] fairnessdoctrine
[69] defenddaca
[69] protectvotingrights

Top Hashtags in Tweet in G3:
[730] vaccineswork
[161] covid19
[55] vaccinessavelives
[50] covid
[50] vaccinemandate
[46] omicron
[44] vaccine
[41] getvaccinated
[31] getvaccinatednow
[28] covid_19

Top Hashtags in Tweet in G4:
[226] vaccineswork
[184] scotus
[62] osha
[62] cms
[36] covid19
[17] demcast
[10] getthevax
[8] vaccinemandate
[8] maskup
[8] requirementswork

Top Hashtags in Tweet in G5:
[266] cervicalcancer
[259] hpv
[73] vaccineswork
[66] covid19
[28] covidvaccine
[22] omicronvariant
[17] coronavirus
[15] vaccinationdrive
[15] largestvaccinedrive
[14] thirdwave

Top Hashtags in Tweet in G6:
[132] vaccineswork
[99] covid19
[94] ontario
[94] covidvaccine
[11] vaccination
[10] accommodation
[7] getvaccinatednow
[5] antivaxx
[4] abpoli
[4] cdnpoli

Top Hashtags in Tweet in G7:
[87] vaccineswork
[41] covid19
[31] getvaccinated
[18] icnarc
[18] boostthebump
[14] antivaxxers
[13] antivaxxlogic
[7] diabetes
[5] vaccinessavelives
[5] vaccine

Top Hashtags in Tweet in G8:
[183] historiamedicina
[183] historiaenfermería
[10] vacuna
[10] pfizer
[10] biontech
[10] covid19
[10] margaritasalas
[2] vaccineswork
[2] cervicalcancer
[2] hpv

Top Hashtags in Tweet in G9:
[1] vaccineswork
[1] covid19
[1] ontario
[1] covidvaccine

Top Hashtags in Tweet in G10:
[31] vaccineswork
[4] scicomm
[3] listentoexperts
[3] antivaxxers
[3] science
[3] deniers
[3] stem
[3] experts
[3] covid19
[2] vaccinessavelives

Top Words
Top Words in Tweet in Entire Graph:
[3080] #vaccineswork
[1584] vaccination
[1447] unvaccinated
[1279] care
[1250] 2021
[1214] status
[1206] december
[1200] admissions
[1200] red
[1200] blue

Top Words in Tweet in G1:
[1176] bars
[1174] critical
[1174] care
[1174] admissions
[1174] vaccination
[1174] status
[1174] december
[1174] 2021
[1174] red
[1174] unvaccinated

Top Words in Tweet in G2:
[88] #vaccineswork
[74] follow
[70] back
[69] #blacklivesmatter
[69] #45lost
[69] #dcstatehood
[69] #voteblue
[69] #endthefilibuster
[69] #prstatehood
[69] #fairnessdoctrine

Top Words in Tweet in G3:
[730] #vaccineswork
[161] #covid19
[97] covid
[71] vaccine
[64] vaccinated
[63] people
[55] #vaccinessavelives
[50] #covid
[50] #vaccinemandate
[47] #omicron

Top Words in Tweet in G4:
[440] requirements
[276] vaccine
[266] thousands
[226] #vaccineswork
[226] osha
[200] keep
[195] cms
[194] effect
[190] pandemic
[190] whether

Top Words in Tweet in G5:
[266] #cervicalcancer
[260] cause
[259] #hpv
[144] human
[144] papillomavirus
[144] common
[144] sexually
[144] transmitted
[144] infection
[143] hp

Top Words in Tweet in G6:
[132] #vaccineswork
[111] billius27
[105] vaccine
[101] ontario
[99] endorse
[99] complete
[99] accurate
[99] daily
[99] analysis
[99] effectiveness

Top Words in Tweet in G7:
[206] kids
[131] gyamey
[102] 11
[102] 91
[102] hospitalizations
[101] hospitalization
[101] ages
[101] unvaxxed
[101] astoundingly
[101] effective

Top Words in Tweet in G8:
[193] contra
[183] bebé
[183] punto
[183] vacunado
[183] viruela
[183] maternidad
[183] moscú
[183] 1943
[183] #historiamedicina
[183] #historiaenfermería

Top Words in Tweet in G9:
[193] efficacy
[190] 90
[189] history
[189] clearly
[189] established
[189] comes
[189] pfizer
[189] moderna
[189] vaccines
[189] same

Top Words in Tweet in G10:
[31] #vaccineswork
[16] once
[15] reminder
[15] prime
[15] immune
[15] system
[15] fight
[15] agent
[15] encountered
[14] ryan_mac_phd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1196] vaccination,status
[1193] december,2021
[1189] critical,care
[1189] care,admissions
[1188] admissions,vaccination
[1188] status,december
[1188] 2021,red
[1188] red,bars
[1188] bars,unvaccinated
[1188] unvaccinated,blue

Top Word Pairs in Tweet in G1:
[1174] critical,care
[1174] care,admissions
[1174] admissions,vaccination
[1174] vaccination,status
[1174] status,december
[1174] december,2021
[1174] 2021,red
[1174] red,bars
[1174] bars,unvaccinated
[1174] unvaccinated,blue

Top Word Pairs in Tweet in G2:
[70] follow,back
[69] #vaccineswork,#blacklivesmatter
[69] #blacklivesmatter,#45lost
[69] #45lost,#dcstatehood
[69] #dcstatehood,#voteblue
[69] #voteblue,#endthefilibuster
[69] #endthefilibuster,#prstatehood
[69] #prstatehood,#fairnessdoctrine
[69] #fairnessdoctrine,#defenddaca
[69] #defenddaca,#protectvotingrights

Top Word Pairs in Tweet in G3:
[36] #covid19,#vaccineswork
[34] #vaccineswork,#vaccinessavelives
[28] covid,19
[20] #vaccineswork,#covid19
[18] #vaccinemandate,#vaccineswork
[16] #vaccine,#vaccineswork
[13] #vaccinessavelives,#vaccineswork
[12] #vaccineswork,#getvaccinated
[12] #getvaccinated,#vaccineswork
[12] #vaccinepassports,#vaccineswork

Top Word Pairs in Tweet in G4:
[233] vaccine,requirements
[194] cms,osha
[183] osha,vaccine
[181] #scotus,hearing
[181] hearing,oral
[181] oral,arguments
[181] arguments,whether
[181] whether,allow
[181] allow,cms
[181] requirements,go

Top Word Pairs in Tweet in G5:
[144] human,papillomavirus
[144] papillomavirus,#hpv
[144] #hpv,common
[144] common,sexually
[144] sexually,transmitted
[144] transmitted,infection
[144] infection,cause
[144] cause,#cervicalcancer
[143] #cervicalcancer,hp
[122] #cervicalcancer,awareness

Top Word Pairs in Tweet in G6:
[99] endorse,complete
[99] complete,accurate
[99] accurate,daily
[99] daily,analysis
[99] analysis,vaccine
[99] vaccine,effectiveness
[99] effectiveness,ontario
[98] billius27,endorse
[98] ontario,pro
[94] #vaccineswork,reduce

Top Word Pairs in Tweet in G7:
[101] hospitalization,kids
[101] kids,ages
[101] ages,11
[101] 11,91
[101] 91,hospitalizations
[101] hospitalizations,unvaxxed
[101] unvaxxed,kids
[101] kids,astoundingly
[101] astoundingly,effective
[101] effective,safe

Top Word Pairs in Tweet in G8:
[183] bebé,punto
[183] punto,vacunado
[183] vacunado,contra
[183] contra,viruela
[183] viruela,maternidad
[183] maternidad,moscú
[183] moscú,1943
[183] 1943,#historiamedicina
[183] #historiamedicina,#historiaenfermería
[182] cateterdoblej,bebé

Top Word Pairs in Tweet in G9:
[189] history,clearly
[189] clearly,established
[189] established,comes
[189] comes,pfizer
[189] pfizer,moderna
[189] moderna,vaccines
[189] vaccines,90
[189] 90,efficacy
[189] efficacy,same
[188] sunlorrie,history

Top Word Pairs in Tweet in G10:
[15] reminder,#vaccineswork
[15] #vaccineswork,prime
[15] prime,immune
[15] immune,system
[15] system,fight
[15] fight,agent
[15] agent,once
[15] once,encountered
[14] ryan_mac_phd,reminder
[6] paul,alexander

Top Replied-To
Top Replied-To in Entire Graph:
@gdad1
@1strongrobin
@nypost
@wolfwolfblue2
@abn_rn
@gop
@govrondesantis
@djokernole
@healwithkasey
@skynews

Top Replied-To in G2:
@gdad1
@1strongrobin
@wolfwolfblue2
@robertkort1
@janisonhiatus
@lauraboerman
@thehuniman
@rosesbloom24
@jbm32753
@nikkithegreen

Top Replied-To in G4:
@duty2warn
@neal_katyal
@presssec
@uncvrngthetruth
@genwashington64
@midcenturychick
@peterhotez
@arriadna
@demskeys
@bretweinstein

Top Replied-To in G5:
@who_europe
@lizayuzda
@cdcdirector
@carogazevedo
@janetbrown980

Top Replied-To in G6:
@billius27
@natnewswatch
@thetorontosun
@cathmckenna
@jason28088277
@cchulainn9
@wilawliberty
@lyingliberals1
@picardonhealth
@joe_warmington

Top Replied-To in G7:
@debbybogaert
@drharrythomas
@zemkai
@hselive
@samantlebooks
@devisridhar
@gyamey
@sarahelx_
@sars_cov2020

Top Replied-To in G10:
@cbarronie
@p_mcculloughmd
@andylumm
@ashleyj08836184
@mchael21592783m
@idunsdaughter
@zeetubes
@ogilville1
@rtiggerm
@mattcrook1987

Top Mentioned
Top Mentioned in Entire Graph:
@sbattrawden
@who
@sunlorrie
@cateterdoblej
@genwashington64
@gyamey
@xavierabadmdg
@demcastusa
@billius27
@jkwan_md

Top Mentioned in G1:
@sbattrawden
@alvarezperea

Top Mentioned in G2:
@skiermichael
@lovemykiaram
@pracken
@77sunnyandclear
@lauraboerman
@real_chatty_cat
@azgrl007
@gdad1
@katibug817
@thehuniman

Top Mentioned in G3:
@0keleli2
@cassandraelize
@billylinehan
@doulacanada
@greenhillsdems
@neeralmorzaria
@kathycordayusa
@ourcommunitydoc
@fenrir_71

Top Mentioned in G4:
@genwashington64
@demcastusa
@sapspreads
@demskeys
@persistentpengn
@gailwaldby
@lpackard
@p3r1n01d
@protectourcare
@potus

Top Mentioned in G5:
@who
@cdcgov
@birindernarang
@loyingru
@whowpro
@takeshi_kasai
@who_europe
@wqbelle
@evacorada
@vtvgujarati

Top Mentioned in G6:
@billius27
@jkwan_md
@phinney35
@cathmckenna
@caulfieldtim
@immunizedotca
@kidsinpain
@gordon_cdn
@natnewswatch
@trolladopt

Top Mentioned in G7:
@gyamey
@debunkingfree
@climurphy
@hselive
@celoscher
@sbattrawden
@jasonhoran
@sgriffin_lab
@unmc_gchs
@skepticalraptor

Top Mentioned in G8:
@cateterdoblej
@apuntesciencia
@who

Top Mentioned in G9:
@sunlorrie
@jsn0wd0n
@jkwan_md

Top Mentioned in G10:
@ryan_mac_phd
@dr_barrett
@mdrisette
@mcfunny
@tenebra99
@andrewlazarus4
@tonybaduy
@milanovnina
@skepticalmutant
@mstrixter

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@matthewtwihard
@united
@rjber15
@independent
@yarosisnancy
@manmet80
@evankirstel
@meruemgi
@cybersecurityn8

Top Tweeters in G1:
@dingabelle
@margymayell
@spidermals
@fiona_fionnagal
@irisstylosa
@shirleyyoung2
@sandrahalifax
@dazza70smith
@dormousegirl
@weecass1888

Top Tweeters in G2:
@jfsebastian146
@aviflygirl
@queenymom
@kris_sacrebleu
@jebocanegra1
@pattylehner
@robertsixto2
@citizenwonk
@sara2001noor
@ps9714

Top Tweeters in G3:
@matthewtwihard
@justiceoutcry
@renellglover
@taiping2
@fenrir_71
@canrugger
@robertmihaly1
@laurapcd1
@progressivepush
@spacefromgreece

Top Tweeters in G4:
@united
@yarosisnancy
@manmet80
@lechatnoire4
@akuma_river
@carrybeyond
@lllwry
@cherokeenative3
@darrellpmwest
@trumpwatchnews

Top Tweeters in G5:
@viralvideovlogs
@nilimajumder
@dev_discourse
@sallyrmelb
@robinmcouch
@illathhassan
@ebtesam00369622
@guriko_
@demiurgotuiter
@njmike731

Top Tweeters in G6:
@meeksvs
@ruthmkb
@hopealdridge
@blueravefinn
@geoffypjohnston
@gma
@teach_n_travel
@jacquiewells4
@mtlgazette
@thetorontosun

Top Tweeters in G7:
@allchanges
@curiocat13
@golwgymor
@saffiya_khan1
@bregmanps
@_a1ien
@capttere
@fifisyms
@kitty_kat_n
@claytonrobins

Top Tweeters in G8:
@saragomezaranci
@pili_stage
@laporres
@vicentelozadab
@sinelo1968
@lobovaldavia
@cogitatuti
@luistirado
@djriveraros
@j_a_serrano

Top Tweeters in G9:
@lyndae222
@karlacamilalove
@princessofwails
@griffinjesdes
@rexglacer
@sunlorrie
@billtufts
@rossmcleansec
@rgame2
@fern_60

Top Tweeters in G10:
@amyayers16
@jeffreymeursing
@adevotedyogi
@andymoz78
@doritmi
@_mamadeb
@tony__heller
@denutrients
@monstercoyliar
@b0tsci


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