VaccinesWork, Twitter, 8/15/2022 3:22:39 AM, 280074


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VaccinesWork_2022-08-14_19-45-00.xlsx
VaccinesWork_2022-08-14_19-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
VaccinesWork via NodeXL https://bit.ly/3zRl82q
@who
@gavi
@hephaistos_ai
@doritmi
@immunizedotca
@billius27
@idunsdaughter
@fredfunkfumb
@govcanhealth
@tmprowell

Top hashtags:
#vaccineswork
#covid19
#vaccinesideeffects
#vaccineinjuries
#covid
#polio
#vaccineinjured

Description:
Description
The graph represents a network of 4,617 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, 15 August 2022 at 02:49 UTC.

The requested start date was Monday, 15 August 2022 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 13-day, 12-hour, 4-minute period from Monday, 01 August 2022 at 00:02 UTC to Sunday, 14 August 2022 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 : 4617
Unique Edges : 2553
Edges With Duplicates : 8645
Total Edges : 11198
Number of Edge Types : 5
Replies to : 316
Mentions : 1405
Retweet : 3727
MentionsInRetweet : 4587
Tweet : 1163
Self-Loops : 1200
Reciprocated Vertex Pair Ratio : 0.0168583895279651
Reciprocated Edge Ratio : 0.0331577920811391
Connected Components : 717
Single-Vertex Connected Components : 345
Maximum Vertices in a Connected Component : 2640
Maximum Edges in a Connected Component : 8225
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.117065
Graph Density : 0.000240567880964366
Modularity : 0.453772
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 4,617 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, 15 August 2022 at 02:49 UTC.

The requested start date was Monday, 15 August 2022 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 13-day, 12-hour, 4-minute period from Monday, 01 August 2022 at 00:02 UTC to Sunday, 14 August 2022 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:
[62] https://www.gavi.org/vaccineswork/tag/next-pandemic
[57] and
[41] https://immunize.ca/sites/default/files/Resource
[41] Product
[41] Uploads
[29] https://www.cbsnews.com/news/polio-virus-hundreds-of-infections-possible-new-york-health-department/
[14] (PDFs)/Products
[13] https://www.cdc.gov/vaccines/routine/
[12] https://www.cdc.gov/vaccines/parents/visit/vaccination-during-COVID-19.html#:~:text=A
[12] CDC

Top URLs in Tweet in G1:
[9] https://www.gavi.org/vaccineswork/how-can-we-boost-covid-19-vaccine-coverage-lower-income-countries
[7] https://www.gavi.org/vaccineswork/how-covid-19-pandemic-has-affected-healthcare-around-world
[6] https://www.gavi.org/vaccineswork/despite-pandemic-chad-improving-routine-vaccination-coverage
[6] https://www.gavi.org/vaccineswork/reaching-children-ethiopias-remote-villages
[5] https://www.gavi.org/vaccineswork/routine-vaccines/extraordinary-impact-polio
[5] https://www.gavi.org/vaccineswork/funny-science-hippocratic-medicine-and-four-humours
[4] https://www.gavi.org/vaccineswork/surge-cases-prompts-vaccine-drive-and-return-mask-wearing-kenya
[4] https://www.gavi.org/vaccineswork/centaurus-what-we-know-about-new-covid-variant-and-why-theres-no-cause-alarm
[4] https://www.gavi.org/vaccineswork/retracted-papers-are-used-clinical-guidelines-how-worried-should-we-be
[4] https://www.gavi.org/vaccineswork/biosecurity-national-security

Top URLs in Tweet in G2:
[8] https://www.cdc.gov/vaccines/routine/
[6] https://www.cdc.gov/vaccines/parents/visit/vaccination-during-COVID-19.html#:~:text=A
[6] CDC
[6] report
[6] released
[6] in,was
[6] many
[6] missed
[6] routine
[6] vaccinations.

Top URLs in Tweet in G3:
[5] https://www.reuters.com/world/us/us-administers-over-7300-novavax-vaccine-doses-cdc-2022-08-05/
[4] https://www.ama-assn.org/delivering-care/public-health/second-covid-19-vaccine-booster-dose-answering-patients-questions?utm_source=twitter&utm_medium=social_ama&utm_term=7344735690&utm_campaign=Public+Health
[3] https://hodges-model.blogspot.com/2022/08/vaccine-delivery.html
[1] https://twitter.com/DrTedros/status/1392567013537615874
[1] https://www.who.int/news/item/15-07-2022-covid-19-pandemic-fuels-largest-continued-backslide-in-vaccinations-in-three-decades
[1] https://www.who.int/news/item/15-07-2021-covid-19-pandemic-leads-to-major-backsliding-on-childhood-vaccinations-new-who-unicef-data-shows
[1] https://www.who.int/initiatives/the-mrna-vaccine-technology-transfer-hub
[1] https://www.news.com.au/lifestyle/health/diphtheria-case-recorded-in-nsw-the-first-infection-in-a-century/news-story/b55c1668ff0844efa301920bb7ac2589?amp
[1] https://www.isglobal.org/en/-/-que-impacto-ha-tenido-la-covid-19-en-los-programas-de-inmunizacion-infantil-
[1] https://www.theguardian.com/society/2022/aug/02/never-give-up-why-the-worlds-struggle-against-polio-is-not-over

Top URLs in Tweet in G4:
[57] and
[41] https://immunize.ca/sites/default/files/Resource
[41] Product
[41] Uploads
[14] (PDFs)/Products
[7] (PDFs)/Campaigns/NIAM/NIAM
[6] http://ws-jp.co.jp/2020/11/02/uk-31-pharmaceutical-corporations/
[5] Resources/Adult
[5] http://ws-jp.co.jp/2021/07/18/coronavirus-32/
[4] Resources/Hepatitis

Top URLs in Tweet in G5:
[6] https://www.skepticalraptor.com/skepticalraptorblog.php/pfizer-valneva-lyme-disease-vaccine-to-start-phase-3-clinical-trials/
[5] https://www.skepticalraptor.com/skepticalraptorblog.php/settlement-of-lawsuit-about-covid-vaccine-religious-exemptions/
[4] https://www.skepticalraptor.com/skepticalraptorblog.php/monkeypox-vaccine-effectiveness-we-dont-know-much/
[4] https://medicalxpress.com/
[4] https://ourworldindata.org/explorers/monkeypox?facet=none&hideControls=false&Metric=Confirmed+cases&Frequency=Cumulative&Shown+by=Date+of+confirmation&country=~OWID_WRL
[4] https://en.wikipedia.org/wiki/Monkeypox
[4] https://medicalxpress.com/search/?search=Monkeypox&s=0
[4] https://medicalxpress.com/latest-news/
[4] https://www.vaccines.gov/
[3] https://twitter.com/search?q=%23COVID19WORLD&f=live

Top URLs in Tweet in G6:
[1] https://twitter.com/appyman/status/1557631893528526848

Top URLs in Tweet in G7:
[1] https://twitter.com/PakFightsPolio/status/1555412624375963648
[1] https://twitter.com/PakFightsPolio/status/1555569316191297536
[1] https://twitter.com/Britishpolio/status/1557616621958610944
[1] https://twitter.com/PakFightsPolio/status/1557994724484648960
[1] https://twitter.com/MalawiUNICEF/status/1557983788713508865
[1] https://twitter.com/ZainulAbedinK17/status/1557777881954123776
[1] https://twitter.com/MalawiUNICEF/status/1558544146008244225
[1] https://donate.socceraid.org.uk/?_ga=2.121140424.1371161075.1654540806-870824370.1650640041
[1] https://www.gavi.org/vaccineswork/routine-vaccines/extraordinary-impact-polio
[1] https://twitter.com/i/web/status/1555868677442080770

Top URLs in Tweet in G8:
[1] https://ga.readyop.com/fs/59Vg/9a28

Top URLs in Tweet in G9:
[4] https://www.vakinha.com.br/vaquinha/2607840?utm_campaign=twitter&utm_content=2607840&utm_medium=website&utm_source=social-shares
[3] https://www.worldometers.info/coronavirus/country/new-zealand/
[1] https://twitter.com/i/web/status/1558534635155607553
[1] https://twitter.com/i/web/status/1558600452224286725
[1] https://twitter.com/i/web/status/1558606311620763648
[1] https://twitter.com/i/web/status/1558243107996667905
[1] https://twitter.com/catsscareme2021/status/1553472189202063360
[1] https://twitter.com/StevePhillipsMD/status/1553856658966732800
[1] https://twitter.com/Coin_measly/status/1553727182698070017
[1] https://twitter.com/Censored4sure/status/1553918062738522113

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1558663591045132288
[1] https://www.gavi.org/vaccineswork/hybrid-immunity-combination-vaccination-and-prior-infection-probably-offers-best
[1] https://www.gavi.org/vaccineswork/what-you-need-know-about-covid-19-vaccines-and-rare-neurological-complications
[1] https://www.gavi.org/vaccineswork/five-things-you-need-know-about-monkeypox

Top Domains
Top Domains in Tweet in Entire Graph:
[403] twitter.com
[290] gavi.org
[57] immunize.ca
[57] cdc.gov
[30] cbsnews.com
[17] youtube.com
[16] skepticalraptor.com
[14] nytimes.com
[12] medicalxpress.com
[11] co.jp

Top Domains in Tweet in G1:
[118] gavi.org
[26] twitter.com
[3] unicef.org
[2] nature.com
[2] cddep.org
[1] bit.ly
[1] iffim.org
[1] thehill.com
[1] bridgebeijing.com
[1] path.org

Top Domains in Tweet in G2:
[124] twitter.com
[25] cdc.gov
[18] gavi.org
[5] youtube.com
[4] co.uk
[3] cbsnews.com
[3] nytimes.com
[2] nyc.gov
[2] com.au
[2] t.me

Top Domains in Tweet in G3:
[10] twitter.com
[6] ama-assn.org
[5] who.int
[5] reuters.com
[4] gavi.org
[3] blogspot.com
[3] cdc.gov
[1] com.au
[1] isglobal.org
[1] theguardian.com

Top Domains in Tweet in G4:
[56] immunize.ca
[16] twitter.com
[11] co.jp
[5] youtube.com
[5] canada.ca
[4] cps.ca
[4] halton.ca
[3] scienceupfirst.com
[3] ontario.ca
[2] linkedin.com

Top Domains in Tweet in G5:
[18] twitter.com
[16] skepticalraptor.com
[12] medicalxpress.com
[10] cdc.gov
[6] nytimes.com
[5] washingtonpost.com
[5] sorryantivaxxer.com
[4] ourworldindata.org
[4] wikipedia.org
[4] vaccines.gov

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

Top Domains in Tweet in G7:
[10] twitter.com
[1] org.uk
[1] gavi.org
[1] tiktok.com

Top Domains in Tweet in G8:
[1] readyop.com

Top Domains in Tweet in G9:
[59] twitter.com
[4] com.br
[3] worldometers.info
[2] ctvnews.ca
[1] rumble.com
[1] yahoo.com

Top Domains in Tweet in G10:
[3] gavi.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2310] vaccineswork
[607] covid19
[302] vaccinesideeffects
[278] vaccineinjuries
[235] covid
[219] polio
[215] vaccineinjured
[211] vaccinedeaths
[208] myocarditis
[195] vaccine



Top Hashtags in Tweet in G1:
[163] covid19
[154] vaccineswork
[104] polio
[33] child
[20] endpolio
[20] vaccines
[15] centaurus
[15] children
[12] longcovid
[12] malaria

Top Hashtags in Tweet in G2:
[345] vaccineswork
[37] covid19
[26] polio
[21] vaccinessavelives
[17] getvaccinated
[16] vaccines
[15] covidisnotover
[14] vaccinesideeffects
[12] niam
[11] covidvaccine

Top Hashtags in Tweet in G3:
[155] covid19
[62] vaccineswork
[22] vaccination
[14] vaccines
[10] novavax
[10] monkeypox
[8] pakistan
[8] publichealth
[7] vacunas
[5] polio

Top Hashtags in Tweet in G4:
[193] vaccineswork
[82] niam2022
[45] covid19
[17] vaxfortwo
[14] publichealth
[13] vaccination
[12] vaccine
[11] pregnancy
[11] adults
[9] vaccinescauseadults

Top Hashtags in Tweet in G5:
[181] vaccineswork
[125] covid
[101] vaccine
[50] monkeypox
[33] covid19
[27] vaccines
[26] immunization
[26] health
[20] healthcare
[17] jynneos

Top Hashtags in Tweet in G6:
[6] vaccineswork
[3] onhealth
[3] covid19
[2] adorable
[2] bunny
[2] evidence
[2] vaccinations
[2] science
[1] publichealth
[1] muffin

Top Hashtags in Tweet in G7:
[73] vaccineswork
[64] poliofree
[27] foreverychild
[16] endpolio
[6] polio
[6] ocv
[6] cholera
[5] dyk
[3] appnews
[1] child

Top Hashtags in Tweet in G8:
[6] vaccineswork
[4] vaxupfulton
[3] fultoncounty
[3] monkeypox
[3] monkeypoxvaccine
[1] centerforpuppetryarts
[1] covid19
[1] atlanta
[1] ivax2protect
[1] nationalnightout

Top Hashtags in Tweet in G9:
[259] vaccineswork
[215] vaccinesideeffects
[203] vaccineinjuries
[199] vaccineinjured
[186] myocarditis
[157] vaccinedeaths
[138] vaccinedeath
[126] genocide
[14] covid19
[10] unitedkingdom

Top Hashtags in Tweet in G10:
[6] vaccineswork
[1] vaccinesaresafe
[1] misinformation
[1] science
[1] covid
[1] vaccinesideeffects
[1] vaccineinjuries
[1] vaccineinjured
[1] myocarditis
[1] vaccinedeaths

Top Words
Top Words in Tweet in Entire Graph:
[2290] #vaccineswork
[2174] ø
[1022] vaccine
[955] ù
[792] vaccines
[699] û
[656] polio
[642] ú
[607] #covid19
[506] vaccination

Top Words in Tweet in G1:
[351] gavi
[203] vaccine
[163] #covid19
[154] #vaccineswork
[153] vaccines
[134] polio
[133] vaccination
[114] health
[113] children
[104] #polio

Top Words in Tweet in G2:
[345] #vaccineswork
[60] vaccine
[58] vaccines
[52] covid
[50] polio
[37] #covid19
[31] people
[31] make
[31] sure
[30] vaccinations

Top Words in Tweet in G3:
[155] #covid19
[124] technology
[110] pandemic
[108] drtedros
[107] over
[106] virus
[105] harmful
[105] misinformation
[105] derails
[105] efforts

Top Words in Tweet in G4:
[178] #vaccineswork
[129] decrease
[128] immunizedotca
[128] vaccines
[107] kids
[86] 99
[82] #niam2022
[71] age
[67] govcanhealth
[65] immunizations

Top Words in Tweet in G5:
[181] #vaccineswork
[125] #covid
[99] #vaccine
[50] #monkeypox
[49] covid
[43] cdcgov
[42] 19
[39] children
[36] vaccine
[36] more

Top Words in Tweet in G6:
[196] ontario
[196] hospitalization
[193] billius27
[145] risk
[142] unvaccinated
[141] dramatic
[141] 60
[141] bars
[141] vaccinated
[141] groups

Top Words in Tweet in G7:
[2146] ø
[933] ù
[692] û
[634] ú
[358] pakfightspolio
[245] polio
[185] ùˆø
[171] ûœ
[157] ùˆúº
[145] ûœù

Top Words in Tweet in G8:
[279] fultonhealth
[162] monkeypox
[114] vaccine
[113] receiving
[113] limited
[113] quantities
[113] follow
[113] social
[113] media
[113] more

Top Words in Tweet in G9:
[259] #vaccineswork
[209] #vaccinesideeffects
[203] #vaccineinjuries
[199] #vaccineinjured
[186] #myocarditis
[157] #vaccinedeaths
[138] #vaccinedeath
[126] #genocide
[109] fredfunkfumb
[32] jab

Top Words in Tweet in G10:
[8] trial
[6] #vaccineswork
[4] andrewlazarus4
[4] miss_pellin
[4] mcfunny
[4] moderna
[4] covid
[4] 19
[4] clinical
[4] update

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[625] ø,ø
[387] ø,ù
[345] û,ø
[326] ø,ú
[267] covid,19
[266] ù,ø
[227] #vaccinesideeffects,#vaccineswork
[223] ú,ø
[214] #vaccineswork,#vaccineinjuries
[200] billius27,ontario

Top Word Pairs in Tweet in G1:
[44] vaccination,campaign
[42] covid,19
[38] government,japan
[36] #polio,vaccine
[32] #covid19,vaccines
[32] under,five
[32] gavi,#covid19
[31] #child,under
[28] income,countries
[27] vaccine,coverage

Top Word Pairs in Tweet in G2:
[27] make,sure
[22] covid,19
[13] national,immunization
[13] #vaccineswork,#vaccinessavelives
[12] childhood,vaccinations
[11] immunization,awareness
[11] awareness,month
[11] caught,routine
[10] vaccine,preventable
[10] learn,more

Top Word Pairs in Tweet in G3:
[105] harmful,misinformation
[105] misinformation,#covid19
[105] #covid19,derails
[105] derails,efforts
[105] efforts,towards
[105] towards,fighting
[105] fighting,virus
[105] virus,pandemic
[105] pandemic,over
[105] over,drtedros

Top Word Pairs in Tweet in G4:
[86] 99,decrease
[60] #vaccineswork,#niam2022
[47] date,immunizations
[43] whooping,cough
[43] cough,93
[43] 93,decrease
[43] decrease,chickenpox
[43] chickenpox,99
[43] decrease,measles
[43] measles,99

Top Word Pairs in Tweet in G5:
[36] covid,19
[34] #covid,#vaccine
[23] #vaccine,#immunization
[23] #immunization,#vaccineswork
[19] 08,2022
[19] make,sure
[17] doritmi,northshoreweb
[17] northshoreweb,settlement
[17] settlement,lawsuit
[17] lawsuit,denial

Top Word Pairs in Tweet in G6:
[193] billius27,ontario
[141] ontario,hospitalization
[141] hospitalization,risk
[141] risk,dramatic
[141] dramatic,60
[141] 60,unvaccinated
[141] unvaccinated,bars
[141] bars,vaccinated
[141] vaccinated,groups
[55] ontario,rates

Top Word Pairs in Tweet in G7:
[616] ø,ø
[380] ø,ù
[343] û,ø
[322] ø,ú
[257] ù,ø
[222] ú,ø
[173] ø,û
[150] ù,ù
[149] ú,ùˆúº
[141] û,û

Top Word Pairs in Tweet in G8:
[113] fultonhealth,receiving
[113] receiving,limited
[113] limited,quantities
[113] quantities,monkeypox
[113] monkeypox,vaccine
[113] vaccine,follow
[113] follow,social
[113] social,media
[113] media,more
[113] more,information

Top Word Pairs in Tweet in G9:
[201] #vaccinesideeffects,#vaccineswork
[192] #vaccineswork,#vaccineinjuries
[169] #vaccineinjuries,#vaccineinjured
[159] #vaccineinjured,#myocarditis
[142] #myocarditis,#vaccinedeaths
[136] #vaccinedeaths,#vaccinedeath
[125] #vaccinedeath,#genocide
[41] fredfunkfumb,#vaccinesideeffects
[27] #genocide,htâ
[27] round,#vaccineinjured

Top Word Pairs in Tweet in G10:
[4] moderna,covid
[4] covid,19
[4] 19,clinical
[4] clinical,trial
[4] trial,update
[4] update,two
[4] two,years
[4] years,first
[4] first,dose
[4] dose,trial

Top Replied-To
Top Replied-To in Entire Graph:
@joncoopertweets
@ameshaa
@dracapolongo
@tonixpharma
@andreas43937443
@thankful4usa2
@cdcgov
@asiolhealthcare
@johncornyn
@fultonhealth

Top Replied-To in G1:
@gavi
@gaviseth
@the_dead_letter

Top Replied-To in G3:
@nursingnow2020
@uniofbath

Top Replied-To in G4:
@vi_viorg

Top Replied-To in G5:
@ameshaa
@dracapolongo
@tonixpharma
@thankful4usa2
@cdcgov
@asiolhealthcare
@washingtonpost
@us_fda
@absolutelyknead
@gracebegley1

Top Replied-To in G6:
@jeffjustiz

Top Replied-To in G7:
@pakfightspolio
@rotary

Top Replied-To in G8:
@fultonhealth

Top Replied-To in G9:
@nleespeaking
@stevephillipsmd
@petersweden7
@southsher
@elenahung202
@coinhut

Top Replied-To in G10:
@truthtwt
@jimeeliberty
@cherylmm21
@miss_pellin
@stetho
@buttontrunks

Top Mentioned
Top Mentioned in Entire Graph:
@pakfightspolio
@gavi
@who
@billius27
@fultonhealth
@immunizedotca
@drtedros
@fredfunkfumb
@malawiunicef
@gaviseth

Top Mentioned in G1:
@gavi
@malawiunicef
@gaviseth
@unicef_nepal
@who
@tedchaiban
@unicef
@unicef_eca
@unicefnamibia
@gatesfoundation

Top Mentioned in G2:
@basantbasu
@gr8tful88
@drdonnica
@leamcgravy
@herrickhlthlib
@bloompubhealth

Top Mentioned in G3:
@who
@drtedros
@oxfordvacgroup
@vaccinologist
@gavi
@amermedicalassn
@sabinvaccine
@nursingnow2020
@blaserv
@whoafro

Top Mentioned in G4:
@immunizedotca
@govcanhealth
@jossreimer
@onthealth
@scienceupfirst
@vaxambassadors
@canpaedsociety
@immuhubs
@wsjp_insight
@ipaccanada

Top Mentioned in G5:
@cdcgov
@skepticalraptor
@pfizer
@doritmi
@northshoreweb
@who
@ukcovidvaxhub
@ameracadpeds
@amermedicalassn
@dupagecms

Top Mentioned in G6:
@billius27
@immunizedotca
@trolladopt
@onthealth
@govcanhealth

Top Mentioned in G7:
@pakfightspolio
@eocpunjab
@faisals
@tariqjamilofcl
@ayesharaz
@qasimsoomro
@whopakistan
@endpolionow
@salee

Top Mentioned in G8:
@fultonhealth
@ctrpuppetryarts
@southfulton_pd
@afcema
@coreresponse
@fultoninfo

Top Mentioned in G9:
@fredfunkfumb
@lukebelderes
@myownmind17
@_naturisti
@reeveswainston
@showthedogs
@mrmcdeggins
@strangefunnies
@nleespeaking
@vanillagueriluh

Top Mentioned in G10:
@andrewlazarus4
@mcfunny
@miss_pellin
@andylumm
@kstateturk
@skepticalmutant
@consequentialbr
@monstercoyliar
@jimbeam102
@sassygirld1

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@lennaleprena
@lizditz
@givemepie360
@vonrosenchild
@jjj5819
@govsherazkhan
@betterw05759703
@vetehugo
@johangreg

Top Tweeters in G1:
@jjj5819
@eilonwy24
@baronianconsult
@ochreblue
@anas_erindra
@benavu54
@ilona84010600
@fonseca_pinto
@jmjri
@alain_co

Top Tweeters in G2:
@pakistaninews
@tboneator64
@kyblueblood
@jhvilas
@j4gypsy
@thespeedsnail
@jccraves
@miri_iron
@leejcaroll
@alexwitzleben

Top Tweeters in G3:
@vonrosenchild
@govsherazkhan
@dev_discourse
@nilimajumder
@njmike731
@dementedbonxie
@malqahtani2011
@lekh27
@hubbucket
@monitor_ph

Top Tweeters in G4:
@johangreg
@suestroud
@forgerat
@akitron
@jchilton666
@forsyth_barb
@jcmppernu
@whaaf
@bee2216
@stutterloudly

Top Tweeters in G5:
@lizditz
@dollymad1812
@washingtonpost
@mercnews
@missjst
@nbcnews
@hephaistos_ai
@doritmi
@kausikdatta22
@moonbreeze2

Top Tweeters in G6:
@chuckw12
@ruthmkb
@tintie4
@blueravefinn
@fagankara
@anik1968
@sunnydays180
@bruce_arthur
@bugjudy
@speak4tomorrow

Top Tweeters in G7:
@mohammad_kam786
@aaj_urdu
@azad_shehri
@737373
@appcsocialmedia
@sohaila94801487
@ranjhahafeez
@gusv01
@arshad__s
@bansteadrotary

Top Tweeters in G8:
@thequinningteam
@atlpartycrasher
@kp_official_1
@princessjauan
@carriweatherwax
@thegentnyc
@thetrillgent
@kissmydimple
@karsh
@grabyajimmie

Top Tweeters in G9:
@cadiedorange172
@bornonthebayou9
@wilsonjohnas
@liz_brown2610
@belizariorosso
@southsher
@rgfjrs
@godgetslastword
@ekberglaurie
@terriblewis1

Top Tweeters in G10:
@monstercoyliar
@fillmorewhite
@wjack76995
@mcfunny
@chimera414
@thullcat
@awithonelison
@wendyorent
@nockit1
@artyshouse