immunization, Twitter, 9/17/2021 12:03:29 AM, 262227


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immunization_2021-09-16_13-08-10.xlsx
immunization_2021-09-16_13-08-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2021
Short Description:
immunization via NodeXL https://bit.ly/3lzUGD9
@lanceusa70
@peterbakernyt
@citynews
@rachaelahancock
@davwain1
@jasonfherring
@cbcnewsbc
@jchilton666
@jafar_shaw
@immeconomics

Top hashtags:
#covid19
#covid19ab
#abpse
#war_on_muslims
#immunization
#rc71cph

Description:
Description
The graph represents a network of 8,967 Twitter users whose tweets in the requested range contained "immunization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 20:17 UTC.

The requested start date was Thursday, 16 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 3-day, 1-hour, 28-minute period from Sunday, 12 September 2021 at 22:30 UTC to Wednesday, 15 September 2021 at 23:58 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 : 8967
Unique Edges : 4974
Edges With Duplicates : 10440
Total Edges : 15414
Number of Edge Types : 5
Retweet : 4680
MentionsInRetweet : 5731
Replies to : 1376
Mentions : 2219
Tweet : 1408
Self-Loops : 1444
Reciprocated Vertex Pair Ratio : 0.0118816405803724
Reciprocated Edge Ratio : 0.0234842497459636
Connected Components : 1573
Single-Vertex Connected Components : 659
Maximum Vertices in a Connected Component : 3640
Maximum Edges in a Connected Component : 7456
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 7.769971
Graph Density : 0.000110164264782205
Modularity : 0.585925
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,967 Twitter users whose tweets in the requested range contained "immunization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 20:17 UTC.

The requested start date was Thursday, 16 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 3-day, 1-hour, 28-minute period from Sunday, 12 September 2021 at 22:30 UTC to Wednesday, 15 September 2021 at 23:58 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 : immunization
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:
[183] https://www.walmart.com/account/login?returnUrl=/pharmacy/clinical-services/immunization/scheduled?imzType=covid
[125] https://americasfrontlinedoctors.org/frontlinenews/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/
[30] https://lnks.gd/2/XpMDdR
[20] https://www.tn.gov/health/cedep/immunization-program/ip/immunization-requirements.html
[18] http://www.floridahealth.gov/programs-and-services/immunization/children-and-adolescents/school-immunization-requirements/index.html
[16] https://www.jw.org/en/jehovahs-witnesses/faq/jw-vaccines-immunization/
[15] https://www.euro.who.int/en/about-us/governance/regional-committee-for-europe/71st-session/live-from-rc71
[15] https://www.durham.ca/en/news/two-area-covid-19-mass-immunization-clinics-to-remain-open-until-end-of-2021.aspx
[11] https://www.ncsl.org/research/health/school-immunization-exemption-state-laws.aspx
[8] https://americasfrontlinedoctors.org/frontlinenews/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/?fbclid=IwAR0-Awr6v6aTUXift4XOYNM5nHV_iS4uN9k8z_iMUhG9ZSOfWydqecy5CzE

Top URLs in Tweet in G1:
[4] https://doh.sd.gov/family/childhood/immunization/school.aspx
[4] https://www.tn.gov/health/cedep/immunization-program/ip/immunization-requirements.html
[4] https://www.alabamapublichealth.gov/immunization/assets/schoolImmlaw.pdf
[1] https://healthcompliance.shcc.ufl.edu/immunization-requirement/requirements-and-recommendations/
[1] https://www.cdc.gov/vaccines/schedules/hcp/imz/child-adolescent.html
[1] https://twitter.com/GOPChairwoman/status/1437192803348631554

Top URLs in Tweet in G2:
[2] https://health.mil/Military-Health-Topics/Health-Readiness/Immunization-Healthcare/Vaccine-Recommendations/Vaccine-Recommendations-by-AOR
[1] http://www.floridahealth.gov/programs-and-services/immunization/children-and-adolescents/school-immunization-requirements/index.html
[1] https://www.tn.gov/health/cedep/immunization-program/ip/immunization-requirements.html
[1] https://twitter.com/BrianKelsey/status/1437535404085874690

Top URLs in Tweet in G3:
[183] https://www.walmart.com/account/login?returnUrl=/pharmacy/clinical-services/immunization/scheduled?imzType=covid
[25] https://americasfrontlinedoctors.org/frontlinenews/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/
[4] https://americasfrontlinedoctors.org/frontlinenews/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/?fbclid=IwAR0-Awr6v6aTUXift4XOYNM5nHV_iS4uN9k8z_iMUhG9ZSOfWydqecy5CzE
[4] https://beav.es/confirmvax
[3] http://www.floridahealth.gov/programs-and-services/immunization/children-and-adolescents/school-immunization-requirements/index.html
[3] https://twitter.com/govrondesantis/status/1437472408647180300
[3] https://americasfrontlinedoctors.org/frontlinenews/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/?fbclid=IwAR1l_tWuYIGzi_t-5Cx8YUVIeRY1rcZb-umPAupgI2kx_UcGKQu45p64pPk
[3] https://m.theepochtimes.com/mkt_app/illegal-immigrant-children-enjoy-different-standard-in-proof-of-immunization-florida-educator-says_3991472.html?v=ul
[3] https://www.washingtonpost.com/history/2021/08/29/george-washington-smallpox-inoculation-army/
[3] https://rightsfreedoms.wordpress.com/2021/09/01/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/

Top URLs in Tweet in G4:
[15] https://americasfrontlinedoctors.org/frontlinenews/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/
[1] https://americasfrontlinedoctors.org/frontlinenews/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/?fbclid=IwAR0-Awr6v6aTUXift4XOYNM5nHV_iS4uN9k8z_iMUhG9ZSOfWydqecy5CzE

Top URLs in Tweet in G5:
[3] https://www.albertandp.ca/vaccine-passports-keep-economy-open
[1] https://www.cbc.ca/news/canada/sudbury/ontario-vaccine-passport-yellow-immunization-record-booklet-1.6164176?__vfz=medium%3Dsharebar
[1] https://www.cbc.ca/news/canada/british-columbia/covid-19-groups-concerned-vaccine-1.6173046?cmp=rss
[1] https://calgary.ctvnews.ca/hinshaw-blames-alberta-s-fourth-wave-trajectory-on-open-for-summer-plan-1.5584542
[1] https://www.bccnm.ca/RN/learning/immunize/Pages/Default.aspx
[1] https://www.bccnm.ca/BCCNM/Announcements/Pages/Announcement.aspx?AnnouncementID=286

Top URLs in Tweet in G6:
[5] https://gov.bc.ca/vaccinecard
[4] https://news.interiorhealth.ca/news/covid-19-immunization-clinics/
[2] https://twitter.com/KIJHL/status/1437438535649435650
[2] https://www.canada.ca/en/public-health/services/immunization/national-advisory-committee-on-immunization-naci/summary-september-10-2021-additional-dose-covid-19-vaccine-immunocompromised-following-1-2-dose-series.html
[2] https://www.healthlinkbc.ca/healthlinkbc-files/infants-act-mature-minor-consent-and-immunization
[1] https://www.alberta.ca/vaccines
[1] http://bookvaccine.alberta.ca/vaccine/s/
[1] https://www.youtube.com/watch?v=zDX3q7CYOWk

[1] http://www.albertahealthservices.ca/covidvaccine
[1] https://www.canada.ca/en/public-health/services/immunization/national-advisory-committee-on-immunization-naci/summary-september-10-2021-additional-dose-covid-19-vaccine-immunocompromised-following-1-2-dose-series.html?utm_campaign=hc-sc-covidvaccine-21-22&utm_medium=smo&utm_source=twt&utm_content=vaccine-en-210910-govcanhealth

Top URLs in Tweet in G7:
[2] https://www.ncsl.org/research/health/school-immunization-exemption-state-laws.aspx
[2] http://ws-jp.co.jp/2020/12/05/coronavirus-20-vaccines-us-130-massachusetts-4-newyork-5-pharmaceutical-corporations-moderna-pfizer-biontech/
[2] https://twitter.com/calvinrobinson/status/1424801125396582406
[1] https://trib.al/OfiVXVR
[1] https://v.aa.com.tr/2364766
[1] https://www.who.int/news-room/q-a-detail/vaccines-and-immunization-what-is-vaccination
[1] https://www.health.mil/Military-Health-Topics/Health-Readiness/Immunization-Healthcare/Clinical-Consultation-Services/Exemption-Guidance

Top URLs in Tweet in G8:
[4] https://toronto.ctvnews.ca/deadline-for-toronto-workers-to-disclose-covid-19-vaccination-status-pushed-to-end-of-week-1.5583579
[3] https://myhealth.alberta.ca/
[3] https://toronto.ctvnews.ca/video?cid=sm%3Atrueanthem%3Actvtoronto%3Atwitterpost&clipId=2280831&taid=6140335d8673f2000160ba45&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=facebook
[2] https://www.ab.bluecross.ca/news/covid-immunization-program-listing.php
[1] https://www.alberta.ca/assets/documents/covid19-vaccine-tipsheet-getting-your-COVID-19-immunization-record.pdf
[1] https://www.cbc.ca/news/canada/british-columbia/covid-19-groups-concerned-vaccine-1.6173046
[1] https://calgary.ctvnews.ca/alberta-announces-printable-proof-of-vaccination-cards-available-on-thursday-1.5585393?cid=sm%3Atrueanthem%3Actvcalgary%3Atwitterpost&taid=6141298b8673f2000160c0d4
[1] https://calgary.ctvnews.ca/alberta-universities-to-mandate-vaccinations-for-students-staff-and-visitors-attending-campus-1.5583527?cid=sm%3Atrueanthem%3Actvcalgary%3Atwittermanualpost&taid=613f925be9dada0001bdb1ad&utm_campaign=trueAnthem%3A+New+Content+%28Feed%29&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/Trending55_News/status/1438179041031294984
[1] https://edmontonjournal.com/opinion/columnists/opinion-albertas-health-care-system-a-month-away-from-failure/wcm/1d4f391d-54dc-4e5b-911b-0b807f83d041/amp/

Top URLs in Tweet in G9:
[11] https://americasfrontlinedoctors.org/frontlinenews/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/
[2] https://www.pscp.tv/w/c8_8-HR3LTE0NDk5ODI5fDFqTUpncEx5RG1QeEwNCq3HaLQWFtJnyTWQoHraJkwHrwuxfusWVSryO1N95A==
[2] https://www.euro.who.int/en/about-us/governance/regional-committee-for-europe/71st-session/live-from-rc71
[2] https://www.ifa2021.ngo/vaccines-4-life-summit/
[1] https://immunizationeconomics.org/recent-activity/2021/9/1/immunization-economics-webinar-series
[1] https://bit.ly/2WNvXD0
[1] https://bit.ly/38vVQd6
[1] https://immunizationeconomics.org/recent-activity/2021/8/27/tracking-immunization-expenditures-using-the-sha2011-framework
[1] https://www.who.int/news-room/feature-stories/detail/how-who-transforms-funding-into-action-in-regions-around-the-world
[1] https://www.who.int/news-room/feature-stories/detail/who-and-donors-continue-to-provide-critical-support-to-countries-fighting-covid-19

Top URLs in Tweet in G10:
[12] https://www.tn.gov/health/cedep/immunization-program/ip/immunization-requirements.html
[3] https://cchealth.org/immunization/school-requirements.php
[2] https://doh.sd.gov/family/childhood/immunization/school.aspx
[1] https://www.ncsl.org/research/health/school-immunization-exemption-state-laws.aspx
[1] https://www.dhhs.nh.gov/dphs/immunization/schools.htm
[1] https://hslda.org/post/how-to-comply-with-tennessee-s-homeschool-law
[1] https://www.shotsforschool.org/k-12/
[1] https://www.dshs.texas.gov/immunize/school/school-requirements.aspx
[1] http://www.floridahealth.gov/programs-and-services/immunization/children-and-adolescents/school-immunization-requirements/index.html
[1] https://msdh.ms.gov/msdhsite/_static/14,8569,71.html

Top Domains
Top Domains in Tweet in Entire Graph:
[183] walmart.com
[181] twitter.com
[165] americasfrontlinedoctors.org
[53] who.int
[30] lnks.gd
[23] floridahealth.gov
[23] ctvnews.ca
[21] canada.ca
[20] tn.gov
[17] hhs.gov

Top Domains in Tweet in G1:
[4] sd.gov
[4] tn.gov
[4] alabamapublichealth.gov
[1] ufl.edu
[1] cdc.gov
[1] twitter.com

Top Domains in Tweet in G2:
[2] health.mil
[1] floridahealth.gov
[1] tn.gov
[1] twitter.com

Top Domains in Tweet in G3:
[183] walmart.com
[88] twitter.com
[46] americasfrontlinedoctors.org
[9] theepochtimes.com
[6] washingtonpost.com
[6] canada.ca
[6] biorxiv.org
[6] nih.gov
[6] linkedin.com
[5] floridahealth.gov

Top Domains in Tweet in G4:
[16] americasfrontlinedoctors.org

Top Domains in Tweet in G5:
[3] albertandp.ca
[2] cbc.ca
[2] bccnm.ca
[1] ctvnews.ca

Top Domains in Tweet in G6:
[6] bc.ca
[4] interiorhealth.ca
[3] twitter.com
[3] canada.ca
[2] alberta.ca
[2] albertahealthservices.ca
[2] canvax.ca
[2] healthlinkbc.ca
[1] youtube.com
[1] bcchildrens.ca

Top Domains in Tweet in G7:
[2] ncsl.org
[2] co.jp
[2] twitter.com
[1] trib.al
[1] com.tr
[1] who.int
[1] health.mil

Top Domains in Tweet in G8:
[10] ctvnews.ca
[7] alberta.ca
[4] edmontonjournal.com
[2] bluecross.ca
[1] cbc.ca
[1] twitter.com
[1] reddit.com
[1] radian6.com
[1] nih.gov

Top Domains in Tweet in G9:
[11] americasfrontlinedoctors.org
[6] who.int
[2] immunizationeconomics.org
[2] bit.ly
[2] pscp.tv
[2] zoom.us
[2] ifa2021.ngo
[1] twitter.com
[1] t.me
[1] jsi.com

Top Domains in Tweet in G10:
[12] tn.gov
[3] cchealth.org
[2] sd.gov
[1] ncsl.org
[1] nh.gov
[1] hslda.org
[1] shotsforschool.org
[1] texas.gov
[1] floridahealth.gov
[1] ms.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[192] covid19
[176] covid19ab
[142] abpse
[99] war_on_muslims
[92] immunization
[74] rc71cph
[41] covid19vaccine
[38] illegalimmigrants
[34] antivaxxer
[33] covid



Top Hashtags in Tweet in G3:
[25] teamvaccine
[24] immunization
[16] covid19
[16] keluargamalaysia
[16] harimalaysia
[12] vaccine
[12] covid
[11] vaccination
[9] covid19ab
[8] komeshacorona

Top Hashtags in Tweet in G5:
[137] covid19ab
[136] abpse
[2] covid19
[2] ableg
[2] abpoli
[1] vaccination
[1] onpoli
[1] covid19bc
[1] healthcare
[1] longtermcare

Top Hashtags in Tweet in G6:
[14] covid19
[13] breaking
[6] bcpoli
[4] covidvaccine
[3] covid19ab
[2] yeg
[1] journey2immunity
[1] abstorm
[1] rural
[1] myhealth

Top Hashtags in Tweet in G7:
[99] war_on_muslims

Top Hashtags in Tweet in G8:
[4] covid19ab
[3] abhealth
[3] abpse
[3] covid19
[2] resignshandro
[1] ucp
[1] resignkenney
[1] ableg
[1] abcovid
[1] cdnpoli

Top Hashtags in Tweet in G9:
[10] covid19
[10] vaccinated
[9] immunization
[8] gevaccineerde
[5] primaryhealthcare
[4] vaccineswork
[4] rc71cph
[2] askwho
[2] whoimpact
[2] healthfinance

Top Hashtags in Tweet in G10:
[3] nhpolitics
[1] vaccines
[1] vaccinemandate
[1] covid
[1] mendaciousmarsha
[1] deathcult45
[1] idiot

Top Words
Top Words in Tweet in Entire Graph:
[4583] immunization
[1810] vaccine
[1769] people
[1326] records
[1277] school
[1134] children
[1115] required
[1077] don
[1076] mandates
[1058] care

Top Words in Tweet in G1:
[994] immunization
[991] lanceusa70
[970] records
[968] people
[967] required
[963] believe
[962] don
[961] absolutely
[961] shocked
[961] number

Top Words in Tweet in G2:
[928] diphtheria
[928] tetanus
[928] pertussis
[928] polio
[925] peterbakernyt
[924] vaccine
[924] school
[923] mandates
[922] florida
[922] children

Top Words in Tweet in G3:
[624] immunization
[164] covid
[158] appointments
[144] vaccine
[131] people
[108] 19
[104] walmart
[104] sep
[95] 2021
[90] vaccines

Top Words in Tweet in G4:
[332] personnes
[332] vaccinées
[332] sont
[332] dangereuses
[166] non
[166] autres
[165] brainlesschanel
[165] adv_
[28] people
[28] dangerous

Top Words in Tweet in G5:
[272] university
[137] jasonfherring
[137] #covid19ab
[136] calgary
[136] alberta
[136] nine
[136] #abpse
[136] announcing
[136] strengthened
[136] rules

Top Words in Tweet in G6:
[103] vaccination
[95] proof
[93] people
[90] show
[88] 12
[86] aged
[81] september
[80] events
[79] bcgovnews
[79] need

Top Words in Tweet in G7:
[133] immunization
[101] vaccination
[101] people
[99] #war_on_muslims
[99] rebel
[99] exposes
[99] elite
[99] satanic
[99] families
[99] found

Top Words in Tweet in G8:
[91] immunization
[47] covid
[44] 19
[28] proof
[26] status
[24] card
[24] vaccine
[22] record
[22] workers
[21] end

Top Words in Tweet in G9:
[48] immunization
[21] health
[19] children
[14] immeconomics
[14] vaccines
[13] more
[12] unicef
[10] first
[10] webinar
[10] #covid19

Top Words in Tweet in G10:
[49] immunization
[43] person
[36] exec
[36] 22
[36] 4m
[33] death
[31] probability
[28] encounters
[25] more
[25] proof

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1279] immunization,records
[1026] vaccine,mandates
[1012] records,required
[1009] people,don
[1008] believe,immunization
[1007] number,people
[1005] absolutely,shocked
[1005] shocked,number
[1005] don,believe
[1004] lanceusa70,absolutely

Top Word Pairs in Tweet in G1:
[969] immunization,records
[963] records,required
[961] absolutely,shocked
[961] shocked,number
[961] number,people
[961] people,don
[961] don,believe
[961] believe,immunization
[960] lanceusa70,absolutely
[5] immunization,record

Top Word Pairs in Tweet in G2:
[928] diphtheria,tetanus
[922] florida,vaccine
[922] vaccine,mandates
[922] mandates,children
[922] children,day
[922] day,care
[922] care,school
[922] school,diphtheria
[922] tetanus,acellular
[922] acellular,pertussis

Top Word Pairs in Tweet in G3:
[102] covid,19
[79] appointments,available
[79] available,september
[79] spotted,availability
[79] appointments,sep
[79] use,link
[79] link,below
[79] below,reserve
[79] reserve,spot
[58] people,dangerous

Top Word Pairs in Tweet in G4:
[332] vaccinées,sont
[332] sont,dangereuses
[166] personnes,non
[166] non,vaccinées
[166] dangereuses,personnes
[166] personnes,vaccinées
[166] dangereuses,autres
[165] brainlesschanel,personnes
[165] autres,adv_
[28] people,dangerous

Top Word Pairs in Tweet in G5:
[136] university,calgary
[136] calgary,university
[136] university,alberta
[136] alberta,nine
[136] nine,#abpse
[136] #abpse,announcing
[136] announcing,strengthened
[136] strengthened,#covid19ab
[136] #covid19ab,rules
[135] jasonfherring,university

Top Word Pairs in Tweet in G6:
[93] proof,vaccination
[90] show,proof
[86] aged,12
[78] effective,september
[78] september,13
[78] 13,people
[78] people,aged
[78] 12,need
[78] need,show
[78] vaccination,certain

Top Word Pairs in Tweet in G7:
[99] #war_on_muslims,rebel
[99] rebel,exposes
[99] exposes,elite
[99] elite,satanic
[99] satanic,families
[99] families,found
[99] found,city
[99] city,planet
[99] planet,controlled
[99] controlled,citizens

Top Word Pairs in Tweet in G8:
[44] covid,19
[23] immunization,status
[23] 19,immunization
[20] city,toronto
[20] toronto,workers
[20] workers,until
[20] until,end
[20] end,week
[20] week,disclose
[18] immunization,record

Top Word Pairs in Tweet in G9:
[10] vice,president
[10] professor,christian
[10] christian,perronne
[8] voormalig,vice
[8] president,europese
[8] europese,adviesgroep
[8] adviesgroep,immunisatie
[8] immunisatie,professor
[8] perronne,alle
[8] alle,#gevaccineerde

Top Word Pairs in Tweet in G10:
[36] 22,4m
[30] probability,death
[28] person,encounters
[23] need,more
[23] more,proof
[23] proof,gov
[23] gov,sununu
[23] sununu,exec
[23] exec,council
[23] council,doesn

Top Replied-To
Top Replied-To in Entire Graph:
@lanceusa70
@gopleader
@marshablackburn
@jayardot
@atthehague
@nickiminaj
@wendelbloem1
@repthomasmassie
@independent
@abc

Top Replied-To in G1:
@lanceusa70
@agada1
@bobbyb19954510
@jtraversdevine
@fox13news
@janiszingaro
@jennifernuzzo
@fionaskye8

Top Replied-To in G2:
@peterbakernyt
@maddowblog
@billybaldwin
@robwayno
@databazemusic

Top Replied-To in G4:
@cstrateges
@flobga
@jpm59fr
@pharmacien31000

Top Replied-To in G5:
@rachelnotley
@cbcnews
@jasonfherring
@mitchell_ab
@cpeck3
@stumann8
@mrhockey1231
@methecookielady
@thejagmeetsingh
@modoreese

Top Replied-To in G6:
@rebelliousdb
@richardzussman
@kijhl
@khmerdavita
@kellyinlangford
@peterupsidedown
@blubdha
@55shelley
@archie_gwailou
@ianjamesyoung70

Top Replied-To in G7:
@independent
@abc
@business
@daily_express
@guardian
@itvnews
@abcnews
@haaretzcom
@foxnews
@bbcnews

Top Replied-To in G8:
@shandro
@goahealth
@apartment_mama
@jkenney
@travisdhanraj
@rroul1
@cmoh_alberta
@globaledmonton
@cbcnewsbc
@billboard

Top Replied-To in G9:
@bharatbiotech
@lidwienj
@hugodejonge
@andriesgknevel
@natalie_kabul
@gideonvmeijeren
@wasinattendanc1
@emmanuelug12
@neversleever
@100trillionusd

Top Replied-To in G10:
@gopleader
@marshablackburn
@govgone
@domeaservis
@budrino
@tedlieu
@brunalab
@juddlegum
@bribsyc
@sstutzy

Top Mentioned
Top Mentioned in Entire Graph:
@lanceusa70
@peterbakernyt
@brainlesschanel
@adv_
@jasonfherring
@bcgovnews
@who_europe
@peterhotez
@anacabrera
@cnnnewsroom

Top Mentioned in G1:
@lanceusa70
@tbreassealedhs
@themarieoakes
@escher911
@ifshesaidso
@bloodraven43
@melissav007
@people_wee
@jjdianem
@ajenglish

Top Mentioned in G2:
@peterbakernyt
@lanceusa70
@tafkak
@maddowblog
@whcos
@joncoopertweets
@alisonrosen

Top Mentioned in G3:
@thepullofgrace
@nspector4
@computerhelphi
@nigelfenwick
@smartpreppermom
@biblenscience
@alberta1717
@southerngemgal

Top Mentioned in G4:
@brainlesschanel
@adv_
@yvespdb
@adv_in21
@flobga
@karenl07986076
@delire67
@pharmacien31000
@cstrateges
@sarah41659531

Top Mentioned in G5:
@jasonfherring
@albertandp
@garettspelliscy
@cbcnews
@sunnshiiny
@mitchell_ab
@rachelnotley
@bcnursemidwife
@shannemarie
@cpeck3

Top Mentioned in G6:
@bcgovnews
@ahs_media
@jackermann
@govcanhealth
@richardzussman
@bcchildrenshosp
@traciecm46
@interior_health
@lisabeare
@everyalbertan

Top Mentioned in G7:
@tawakkalnaapp
@nytimes
@anadoluagency
@reuters
@abc
@foxnews
@sherylnyt
@dailystar
@verge
@bosbizjournal

Top Mentioned in G8:
@citynews
@shandro
@jkenney
@cbcnewsbc
@edmontonjournal
@cmoh_alberta
@ctvcalgary
@ctvtoronto
@goahealth
@anitabathe

Top Mentioned in G9:
@who
@immeconomics
@unicef
@unicefbd
@thehorizonx
@hugodejonge
@thinkwellglobal
@vaccineseurope
@jsihealth
@who_europe

Top Mentioned in G10:
@amplifynh
@tjloughman
@gopleader
@marshablackburn
@the_real_lord
@nhgop
@jennifer_hies
@_stah
@colindmello
@peterbakernyt

Top Tweeters
Top Tweeters in Entire Graph:
@salvesayson
@wengcookie
@tomthunkitsmind
@pinkyfaye
@sectest9
@mariachonatabe1
@coramarcelo1
@averillanena
@pairsonnalitesa
@marrycartl29hk

Top Tweeters in G1:
@kenkircher1
@washumom
@stockguy61
@marthalynneowe1
@sar_oso
@morgfair
@samhainnight
@sallyagale
@jodotcom
@deesbarbara

Top Tweeters in G2:
@7b73f39b85e1415
@serendipitysays
@cheezwitham
@onahunttoday
@greeeneyedwhwom
@zeeshan_shah_dc
@enrico056
@sylviaz1913
@debrob1947
@only4rm

Top Tweeters in G3:
@pairsonnalitesa
@loudl
@marrgarritah
@exbulletinuk
@ami_tvdfan
@southerngemgal
@pathensley14
@quorumcall
@independentngr
@ptvph

Top Tweeters in G4:
@languillem
@m2bliquis
@minilicorne69
@rosyjour
@danubaud
@carrionnat
@yvespdb
@delalande72
@baboune04
@kitty_maggy

Top Tweeters in G5:
@jmhamiltonblog
@charminggrump
@cailinaseirinn
@cbcnews
@bobittyboop
@picardonhealth
@hitecsoftouch
@joanvinallcox
@wbbfan4ever
@bee2216

Top Tweeters in G6:
@1loriking
@johangreg
@thomasmarinojr
@blubdha
@suestroud
@murfad
@merlinofcanada
@five15design
@vanstreetdog
@greenurlifenow

Top Tweeters in G7:
@alahram
@independent
@elbaladofficial
@daily_express
@dailymirror
@dailystar
@youm7
@reuters
@timesnow
@business

Top Tweeters in G8:
@chuckw12
@rachaelahancock
@davwain1
@billboard
@tonyjcronin
@rexglacer
@citynews
@dianemarieposts
@edmontonjournal
@jamesswartz60

Top Tweeters in G9:
@nos
@eldokshe
@volkskrant
@rtlnieuws
@rohingya_update
@marianatrobosky
@faryus88
@yupha33028200
@gladiol21688904
@nelidamujica3

Top Tweeters in G10:
@drjudystone
@cl2empower
@wave3news
@ungerbn103
@chairmanbuckley
@edbobgreen
@karaswisher
@helenkennedy
@ericboehlert
@torontopolice


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