VaccinesWork, Twitter, 9/27/2021 3:56:20 AM, 262945


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VaccinesWork_2021-09-26_19-19-14.xlsx
VaccinesWork_2021-09-26_19-19-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 27, 2021
Short Description:
VaccinesWork via NodeXL https://bit.ly/2XWPKRk
@viralvideovlogs
@who
@thinkingpowers
@drneilstone
@donbradshawntv
@drtedros
@billius27
@moonbreeze2
@familyguyonfox
@nidaqadirmd

Top hashtags:
#vaccineswork
#covid19
#vaccinessavelives
#covid_19
#getvaccinated
#vaccines

Description:
Description
The graph represents a network of 7,635 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, 27 September 2021 at 02:26 UTC.

The requested start date was Monday, 27 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 4-day, 15-hour, 53-minute period from Tuesday, 21 September 2021 at 20:14 UTC to Sunday, 26 September 2021 at 12:07 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 : 7635
Unique Edges : 4006
Edges With Duplicates : 11294
Total Edges : 15300
Number of Edge Types : 5
Retweet : 5118
MentionsInRetweet : 6317
Mentions : 1663
Replies to : 543
Tweet : 1659
Self-Loops : 1721
Reciprocated Vertex Pair Ratio : 0.0109674892283588
Reciprocated Edge Ratio : 0.0216970166602092
Connected Components : 1417
Single-Vertex Connected Components : 758
Maximum Vertices in a Connected Component : 3369
Maximum Edges in a Connected Component : 8216
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.193473
Graph Density : 0.000132845871509579
Modularity : 0.528864
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,635 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, 27 September 2021 at 02:26 UTC.

The requested start date was Monday, 27 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 4-day, 15-hour, 53-minute period from Tuesday, 21 September 2021 at 20:14 UTC to Sunday, 26 September 2021 at 12:07 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:
[33] https://www.gavi.org/donate
[24] https://twitter.com/FamilyGuyonFOX/status/1440354341580251136
[21] https://www.gavi.org/vaccineswork/mounting-evidence-suggests-covid-vaccines-do-reduce-transmission-how-does-work
[16] https://twitter.com/familyguyonfox/status/1440354341580251136
[13] https://twitter.com/ashishkjha/status/1440880130331746307
[11] https://facebookatunga.fb.com/event/building-confidence-in-vaccines/
[11] https://www.statnews.com/2021/09/22/do-we-need-vaccine-exemption-boards/
[10] https://www.etsy.com/shop/Vaccinate
[9] https://twitter.com/allicangiveis/status/1441247607645294603
[9] https://who.zoom.us/webinar/register/WN__DkphPpNQu-2r3gNomn9sQ?utm_medium=Twitter

Top URLs in Tweet in G1:
[14] https://twitter.com/FamilyGuyonFOX/status/1440354341580251136
[7] https://twitter.com/ashishkjha/status/1440880130331746307
[7] https://traveling-cook.com/find-a-covid-19-vaccine-near-you-2021-in-usa/
[4] https://twitter.com/familyguyonfox/status/1440354341580251136
[4] https://apple.news/ApIHgS3fMS2u7wN0zbF5Hpw
[2] https://www.instagram.com/accounts/login/
[2] https://twitter.com/gabegutierrez/status/1440437507284291602
[2] https://www.gavi.org/vaccineswork/people-who-have-already-had-covid-19-could-be-less-likely-catch-delta-vaccinated
[2] https://twitter.com/yosoycorra/status/1440596127376543750
[2] https://www.independent.co.uk/news/world/americas/california-mother-unvaccinated-dies-covid-b1924322.html

Top URLs in Tweet in G3:
[7] https://who.zoom.us/webinar/register/WN__DkphPpNQu-2r3gNomn9sQ?utm_medium=Twitter
[5] https://www.vaccinestoday.eu/stories/polio-in-afghanistan-can-the-taliban-deliver-eradication/
[4] https://www.gavi.org/vaccineswork/lower-income-countries-are-letting-far-fewer-covid-19-vaccine-doses-expire
[4] https://www.gavi.org/vaccineswork/long-view-cholera-and-inequitable-origins-public-health-diplomacy
[3] https://www.gavi.org/vaccineswork/covid-19-vaccine-roll-out-gathers-pace-kisumu-kenya
[3] https://www.gavi.org/vaccineswork/study-finds-no-increased-risk-covid-19-vaccination-pregnancy
[3] https://www.gavi.org/vaccineswork/reaching-zero-dose-children-malawis-cities
[3] https://www.gavi.org/vaccineswork/togo-leads-way-covid-19-vaccine-roll-out
[3] https://www.gavi.org/vaccineswork/covid-19-vaccine-race
[2] https://www.gavi.org/vaccineswork/community-health-workers-can-play-critical-role-efficient-covid-19-vaccine-delivery

Top URLs in Tweet in G4:
[11] https://www.statnews.com/2021/09/22/do-we-need-vaccine-exemption-boards/
[5] https://globalnews.ca/news/8212866/tyler-bertuzzi-covid-19-vaccine-detroit-red-wings/
[1] https://medicalxpress.com/news/2021-09-mind-important-vaccination-signifies.html

Top URLs in Tweet in G5:
[2] https://www.gavi.org/vaccineswork/there-are-four-types-covid-19-vaccines-heres-how-they-work
[1] https://twitter.com/cbarbermd/status/1441573155571601423
[1] https://twitter.com/catvaxlax/status/1441076017548779527
[1] https://twitter.com/AlastairMcA30/status/1441238054790860800
[1] https://twitter.com/healthza/status/1440648634631000072
[1] https://twitter.com/drninashapiro/status/1440470070317117441
[1] https://twitter.com/laurachurchward/status/1441129268541460483
[1] https://twitter.com/bnodesk/status/1441354939125563400
[1] https://twitter.com/scepticalbear/status/1441731248569917441
[1] https://twitter.com/zchagla/status/1440810333493338114

Top URLs in Tweet in G6:
[6] https://twitter.com/FamilyGuyonFOX/status/1440354341580251136
[3] https://www.yalemedicine.org/news/covid-breakthrough-infection-transmission
[3] https://www.cdc.gov/coronavirus/2019-ncov/variants/delta-variant.html
[3] https://twitter.com/familyguyonfox/status/1440354341580251136
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Funiversityofalabama%2Fvideos%2F447675646569832
[2] https://twitter.com/sethmacfarlane/status/1440354912219533318
[1] https://twitter.com/farmaenfurecida/status/1441388820188913676
[1] https://twitter.com/sdut/status/1441581492241518593
[1] https://twitter.com/noravargassd/status/1441511121844727808
[1] https://health.usnews.com/health-care/for-better/articles/vaccines-were-never-a-personal-choice-a-doctor-says?src=usn_fb

Top URLs in Tweet in G8:
[1] https://twitter.com/i/events/1440182752779792391?s=09
[1] https://twitter.com/upnewsbyqwyck/status/1441822075140796418
[1] https://amp.cnn.com/cnn/2021/09/21/us/covid-vaccine-billboard-funeral-home-ad-agency-trnd/index.html?__twitter_impression=true
[1] https://twitter.com/draditinerurkar/status/1440449011744272389
[1] https://www.wric.com/news/nurses-say-virginia-is-on-the-verge-of-a-patient-care-disaster-beg-the-public-to-get-vaccinated/

Top URLs in Tweet in G9:
[5] https://paulsnewsline.blogspot.com/2021/07/chris-cillizza-headline-still-on-mark.html
[3] https://paulsnewsline.blogspot.com/2021/08/get-me-rewrite-in-2nd-year-of-pandemic.html
[3] https://paulsnewsline.blogspot.com/2021/09/bray-by-bray-what-trump-said-during_16.html
[2] https://www.gavi.org/vaccineswork/what-difference-between-efficacy-and-effectiveness
[2] https://www.gavi.org/vaccineswork/mounting-evidence-suggests-covid-vaccines-do-reduce-transmission-how-does-work
[1] https://thehill.com/policy/healthcare/public-global-health/573161-family-says-vaccine-misinformation-killed-bride-to-be
[1] https://democraticunderground.com/1017682965
[1] https://wgntv.com/news/coronavirus/garth-brooks-says-hes-playing-dive-bars-instead-of-stadiums-because-the-dive-bars-are-vaccinated/
[1] https://wxow.com/2021/09/24/8-wi-counties-now-have-critically-high-covid-19-levels-including-5-in-western-wi/#.YU8sYSJHPpU.twitter
[1] https://madison.com/

Top URLs in Tweet in G10:
[10] https://www.etsy.com/shop/Vaccinate
[8] https://www.etsy.com/shop/VaccinatedShirts
[3] https://news.umanitoba.ca/covid-19-safe-return-important-update/
[2] https://twitter.com/CoalitionForVax/status/1441352171438542851
[1] https://www.nfaap.org/sso/sso.aspx?action=gettoken&nfredirect=https://services.aap.org/en/my-account/login/SSOCheck/
[1] https://www.cbsnews.com/video/why-parents-should-wait-for-fda-authorization-to-vaccinate-children/
[1] https://people.com/health/what-to-do-flu-season-everything-to-know/
[1] https://www.ama-assn.org/delivering-care/public-health/what-fda-wants-doctors-tell-patients-asking-ivermectin?utm_source=twitter&utm_medium=social_ama&utm_term=5532960781&utm_campaign=Public+Health
[1] https://www.ama-assn.org/delivering-care/public-health/what-fda-wants-doctors-tell-patients-asking-ivermectin?utm_source=twitter&utm_medium=social_ama&utm_term=5544562820&utm_campaign=Public+Health
[1] https://www.ama-assn.org/delivering-care/public-health/how-have-crucial-conversations-vaccine-hesitant-patients?utm_source=twitter&utm_medium=social_ama&utm_term=5506851705&utm_campaign=Public+Health

Top Domains
Top Domains in Tweet in Entire Graph:
[694] twitter.com
[132] gavi.org
[50] youtube.com
[28] everyaction.com
[22] blogspot.com
[19] etsy.com
[16] zoom.us
[16] cdc.gov
[12] skepticalraptor.com
[12] vtvgujarati.com

Top Domains in Tweet in G1:
[306] twitter.com
[19] youtube.com
[8] tiktok.com
[8] gavi.org
[7] apple.news
[7] traveling-cook.com
[6] linkedin.com
[6] nytimes.com
[4] cbc.ca
[4] theguardian.com

Top Domains in Tweet in G3:
[40] gavi.org
[11] zoom.us
[11] twitter.com
[6] vaccinestoday.eu
[3] who.int
[3] urdupoint.com
[3] sciencedirect.com
[2] bit.ly
[2] reliefweb.int
[2] dawn.com

Top Domains in Tweet in G4:
[11] statnews.com
[5] globalnews.ca
[1] medicalxpress.com

Top Domains in Tweet in G5:
[13] twitter.com
[2] gavi.org

Top Domains in Tweet in G6:
[16] twitter.com
[5] cdc.gov
[4] yalemedicine.org
[2] facebook.com
[1] usnews.com
[1] nature.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] cnn.com
[1] wric.com

Top Domains in Tweet in G9:
[21] blogspot.com
[11] twitter.com
[6] gavi.org
[2] madison.com
[1] thehill.com
[1] democraticunderground.com
[1] wgntv.com
[1] wxow.com
[1] youtube.com
[1] huffpost.com

Top Domains in Tweet in G10:
[19] etsy.com
[10] twitter.com
[3] ama-assn.org
[3] umanitoba.ca
[2] youtube.com
[2] mafpadvocacy.org
[1] nfaap.org
[1] cbsnews.com
[1] people.com
[1] youtu.be

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4433] vaccineswork
[1279] covid19
[432] vaccinessavelives
[358] covid_19
[345] getvaccinated
[270] vaccines
[185] vaccine
[184] covid
[183] covidvaccine
[161] vaccinated



Top Hashtags in Tweet in G1:
[844] vaccineswork
[188] covid19
[108] vaccinessavelives
[86] getvaccinated
[60] vaccine
[54] covid
[52] vaccinated
[51] vaccines
[38] vaccinepassports
[37] getvaccinatednow

Top Hashtags in Tweet in G2:
[509] vaccineswork

Top Hashtags in Tweet in G3:
[180] covid19
[150] vaccineswork
[82] unga
[66] poliofree
[47] measles
[40] polio
[27] dyk
[21] endpolio
[18] buildbackbetter
[16] foreverychild

Top Hashtags in Tweet in G4:
[272] vaccineswork
[269] covid_19
[5] redwings
[5] tylerbertuzzi

Top Hashtags in Tweet in G5:
[71] vaccineswork
[46] getvaccinated
[11] nhs
[2] vaccinessavelives
[2] boosted
[1] globalsciencesaysthesamething
[1] nopoliticsinplague
[1] letsbeatcovid19
[1] antivax
[1] pureblood

Top Hashtags in Tweet in G6:
[204] vaccineswork
[194] covid19
[11] scicomm
[7] covidvaccine
[6] vaccines
[4] vaccinessavelives
[4] covid
[4] covidvaccines
[3] getvaccinated
[3] disinformation

Top Hashtags in Tweet in G7:
[3] vaccineswork
[1] covid19
[1] covid_19
[1] influenza

Top Hashtags in Tweet in G8:
[180] vaccineswork
[75] vaccinessavelives
[65] onev1
[64] freshvoicesrise
[41] projectveritas
[2] freshresists
[2] antivaxxers
[1] vaccinationdrive
[1] trumpcult
[1] demvoice1

Top Hashtags in Tweet in G9:
[112] vaccineswork
[44] covid19
[27] maskup
[23] trump
[21] covidiots
[21] trumpvirus
[21] trumplegacy
[20] gop
[13] getvaccinated
[10] deltavariant

Top Hashtags in Tweet in G10:
[101] covid19
[93] vaccineswork
[23] covidiots
[23] vaccines
[22] covid
[17] ivermectin
[16] covid19ab
[16] covidvaxexposed
[14] covidsummit
[13] vaccination

Top Words
Top Words in Tweet in Entire Graph:
[4429] #vaccineswork
[1279] #covid19
[1199] covid
[1013] yung
[1008] vaccines
[875] vaccine
[860] vaccination
[629] anti
[562] vaccinated
[539] people

Top Words in Tweet in G1:
[844] #vaccineswork
[188] #covid19
[130] covid
[119] vaccine
[108] #vaccinessavelives
[100] vaccinated
[86] #getvaccinated
[69] people
[60] #vaccine
[54] #covid

Top Words in Tweet in G2:
[1012] yung
[509] #vaccineswork
[508] anti
[508] vaxxer
[508] friend
[508] vaccination
[508] site
[507] enzolator_
[506] nakita
[506] mo

Top Words in Tweet in G3:
[289] pakfightspolio
[192] polio
[181] children
[180] #covid19
[160] vaccines
[159] پولیو
[150] #vaccineswork
[148] سے
[140] immunization
[115] pakistan

Top Words in Tweet in G4:
[272] #vaccineswork
[269] vaccines
[269] aren
[269] personal
[269] choices
[269] #covid_19
[268] thinkingpowers
[17] caulfieldtim
[16] vaccine
[11] need

Top Words in Tweet in G5:
[253] drneilstone
[223] covid
[164] vaccines
[113] make
[94] ages
[71] #vaccineswork
[67] much
[66] virus
[65] less
[65] infected

Top Words in Tweet in G6:
[204] #vaccineswork
[194] #covid19
[186] familyguyonfox
[178] know
[176] laurie_garrett
[176] brilliant
[175] send
[175] skeptic
[175] bravo
[30] covid

Top Words in Tweet in G7:
[234] vaxed
[233] positive
[233] covid
[233] cases
[233] canada
[233] date
[233] 86
[233] unvaccinated
[233] partially
[232] donbradshawntv

Top Words in Tweet in G8:
[180] #vaccineswork
[113] vaccine
[81] mcspocky
[75] project
[75] veritas
[75] exposé
[75] bull
[75] hit
[75] traecrowder
[75] lays

Top Words in Tweet in G9:
[112] #vaccineswork
[44] #covid19
[34] vaccinated
[33] tuckercarlson
[27] first
[27] #maskup
[26] americans
[26] states
[25] nathaliejacoby1
[25] reminder

Top Words in Tweet in G10:
[101] #covid19
[93] #vaccineswork
[46] vaccinated
[40] vaccine
[38] states
[35] us_fda
[34] covid
[28] 19
[26] 50
[25] amermedicalassn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[513] anti,vaxxer
[513] vaccination,site
[508] vaxxer,friend
[506] yung,nakita
[506] nakita,mo
[506] mo,yung
[506] yung,anti
[506] friend,mong
[506] mong,nakapila
[506] nakapila,sa

Top Word Pairs in Tweet in G1:
[64] #vaccineswork,#vaccinessavelives
[47] #covid19,#vaccineswork
[45] covid,19
[29] #vaccineswork,#getvaccinated
[27] #getvaccinated,#vaccineswork
[26] #vaccinessavelives,#vaccineswork
[21] #vaccinemandate,#vaccineswork
[21] #vaccineswork,#vaccines
[20] #vaccineswork,#covid19
[17] #vaccineswork,#vaccinated

Top Word Pairs in Tweet in G2:
[508] anti,vaxxer
[508] vaxxer,friend
[508] vaccination,site
[506] yung,nakita
[506] nakita,mo
[506] mo,yung
[506] yung,anti
[506] friend,mong
[506] mong,nakapila
[506] nakapila,sa

Top Word Pairs in Tweet in G3:
[77] everyone,everywhere
[76] ensure,everyone
[74] immunization,agenda
[73] event,immunization
[72] happening,follow
[72] follow,official
[72] official,side
[72] side,event
[72] agenda,#unga
[72] #unga,global

Top Word Pairs in Tweet in G4:
[269] vaccines,aren
[269] aren,personal
[269] personal,choices
[269] choices,#vaccineswork
[269] #vaccineswork,#covid_19
[268] thinkingpowers,vaccines
[11] need,vaccine
[11] vaccine,exemption
[11] exemption,boards
[11] boards,arthurcaplan

Top Word Pairs in Tweet in G5:
[88] drneilstone,vaccines
[65] vaccines,make
[65] make,much
[65] much,less
[65] less,infected
[65] infected,covid
[65] covid,virus
[65] virus,covid
[65] covid,transmit
[48] population,unvaccinated

Top Word Pairs in Tweet in G6:
[179] #covid19,#vaccineswork
[175] brilliant,send
[175] send,skeptic
[175] skeptic,know
[175] know,bravo
[175] bravo,familyguyonfox
[175] familyguyonfox,#covid19
[174] laurie_garrett,brilliant
[14] vaccines,work
[13] variety,vaccines

Top Word Pairs in Tweet in G7:
[233] positive,covid
[233] covid,cases
[233] cases,canada
[233] canada,date
[233] date,86
[233] 86,unvaccinated
[233] unvaccinated,partially
[233] partially,vaxed
[232] donbradshawntv,positive

Top Word Pairs in Tweet in G8:
[75] project,veritas
[75] veritas,vaccine
[75] vaccine,exposé
[75] exposé,bull
[75] bull,hit
[75] hit,traecrowder
[75] traecrowder,lays
[75] lays,#vaccineswork
[75] #vaccineswork,#vaccinessavelives
[74] mcspocky,project

Top Word Pairs in Tweet in G9:
[25] nathaliejacoby1,reminder
[25] reminder,americans
[25] americans,red
[25] red,states
[25] states,tuckercarlson
[25] tuckercarlson,first
[25] first,line
[25] line,vaccinated
[25] vaccinated,#covid19
[24] _tom_malone_,nathaliejacoby1

Top Word Pairs in Tweet in G10:
[28] covid,19
[26] 50,states
[25] fully,vaccinated
[20] #covid19,vaccine
[19] employees,students
[19] students,fully
[19] vaccinated,required
[19] required,undergo
[19] undergo,covid
[19] 19,asymptomatic

Top Replied-To
Top Replied-To in Entire Graph:
@rushikeshmla
@chipfranklin
@captindeckerstr
@pearl_goldman
@missgizzie
@repthomasmassie
@ananavarro
@carmel0075
@potus
@dr_cmm

Top Replied-To in G1:
@karenmoscato

Top Replied-To in G2:
@enzolator_

Top Replied-To in G3:
@unicef
@epipakistan
@who
@randy1116
@wef
@mhdksafa

Top Replied-To in G5:
@torybot72
@drneilstone
@patrick70293075
@erwann40100
@2jamielynn
@dude_elect
@skynews
@msmwatchdog2013

Top Replied-To in G6:
@variety
@noravargassd
@familyguyonfox
@cspanwj
@laurie_garrett
@jameshu13398274
@sethmacfarlane

Top Replied-To in G8:
@lon_s_j
@jasonquest3

Top Replied-To in G9:
@chipfranklin
@potus
@cbsnews
@mollyjongfast
@mmpadellan
@seanhannity
@varindersingh24
@johnbro67348535
@reallyamerican1
@christinapushaw

Top Replied-To in G10:
@mnmed
@chicagotribune
@govpritzker
@cdcdirector
@mfprada
@guardianus

Top Mentioned
Top Mentioned in Entire Graph:
@enzolator_
@pakfightspolio
@thinkingpowers
@drneilstone
@donbradshawntv
@who
@familyguyonfox
@laurie_garrett
@drtedros
@billius27

Top Mentioned in G1:
@45bestwords
@sherrywreports
@chionengozi
@max_doolittle
@miltdavies
@garlandgates
@s4ndyb3ll
@wildpersoncloud
@oregonnews
@popohman

Top Mentioned in G2:
@enzolator_
@jnspresso

Top Mentioned in G3:
@pakfightspolio
@who
@gavi
@unicef
@whopakistan
@who_europe
@unicefpolio
@govtofpakistan
@officialncoc
@mhdksafa

Top Mentioned in G4:
@thinkingpowers
@caulfieldtim
@arthurcaplan
@statnews
@tylerbertuzzi
@abmarkman

Top Mentioned in G5:
@drneilstone
@breezergalway
@skynews
@torybot72
@ferreiraviao
@errolwebber
@ivor_mectin56
@littlemoiz
@caulfieldtim
@macroliter

Top Mentioned in G6:
@familyguyonfox
@laurie_garrett
@noravargassd
@rockin2012robin
@variety
@clopezcorrea
@sethmacfarlane
@iplaywithgerms
@fa
@sciencenotdogma

Top Mentioned in G7:
@donbradshawntv
@thinkingpowers

Top Mentioned in G8:
@mcspocky
@traecrowder
@lon_s_j
@kuckelmanashley
@krosen_nw
@froggybottompnd
@theswprincess
@who
@lipiroy
@carmendariz73

Top Mentioned in G9:
@tuckercarlson
@_tom_malone_
@nathaliejacoby1
@gop
@potus
@moonbreeze2
@chipfranklin
@govrondesantis
@seanhannity
@mmpadellan

Top Mentioned in G10:
@us_fda
@amermedicalassn
@ameracadpeds
@umanitoba
@dr_scottk
@drlapo
@mlhealthunit
@casasanjosepgh
@aaljaishi
@squirrelbeebz

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@tinamarie_80s
@rjber15
@insdatainter
@delta
@iwd12
@mr_stixx
@dublencoigor
@bannerite
@sddphoto

Top Tweeters in G1:
@geegeebythesea
@taiping2
@dialogician
@wipapa5
@kenwarnock
@lcby
@imincorrigible
@thinkalot
@dhambrick63
@awayfromthekeys

Top Tweeters in G2:
@alonesass1900
@serrano_rene
@picochu89
@toabeans
@pizazzyninja
@jeepppq
@imyourjalapeno
@_maakuma_
@tnrr14352546969
@wistfulknight

Top Tweeters in G3:
@insdatainter
@dublencoigor
@cotey_mary
@slimchick1900
@njmike731
@onomsalam2pas
@awarding_women
@ayaz_khan007
@pampimpa
@jazzaoxon

Top Tweeters in G4:
@scott1984fp
@denniskoch10
@aniqua16
@lizbon
@goettergatte42
@edzardernst
@jocve
@wildwong
@eloy_sauvan
@drvipulbothara

Top Tweeters in G5:
@msmwatchdog2013
@slsandpet
@skynews
@npazderski
@strengthtodream
@saffiya_khan1
@liorfink
@jcgomezrincon
@barbtomko1
@peteblackman

Top Tweeters in G6:
@jurylady5
@sddphoto
@kimpy123
@rleas
@jomajority
@empnew
@mrpshropshire
@mig30m6
@craigmatsuda
@variety

Top Tweeters in G7:
@hopealdridge
@carstarr6
@anniegirl1138
@fsjenner
@avalon709
@retail_recruit
@kerrymcnasty
@fjbagel48
@brenda6614
@sanford17

Top Tweeters in G8:
@bannerite
@debilu2
@tadrow
@hijcp
@pgrandee10
@jot_au
@phillygirl1441
@skepmi
@boris3324
@belladonamodels

Top Tweeters in G9:
@lechatnoire4
@taradublinrocks
@therickwilson
@ambode33
@cbsnews
@ft
@davidmweissman
@wsmv
@ruthrgreenwood
@moonbreeze2

Top Tweeters in G10:
@viralvideovlogs
@brontyman
@billieo2
@mafu_todo
@people
@alcedo_kawasemi
@hubbucket
@monitor_ph
@godzillaslays65
@guardianus


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