VaccinesWork, Twitter, 5/12/2021 12:15:42 PM, 254679


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VaccinesWork_2021-05-10_19-19-15.xlsx
VaccinesWork_2021-05-10_19-19-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2021
Short Description:
VaccinesWork via NodeXL https://bit.ly/3hoFoki
@unicef
@gavi
@aetiology
@mcbazacophd
@ralzahrani2020
@caronaupdates
@judgeyourself99
@drneilstone
@tabrezk88903951
@peterhotez

Top hashtags:
#vaccineswork
#covid19
#viruela
#vaccinated
#getvaccinated
#vaccine

Description:
Description
The graph represents a network of 7,617 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 Tuesday, 11 May 2021 at 02:28 UTC.

The requested start date was Monday, 10 May 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 2-day, 13-hour, 3-minute period from Friday, 07 May 2021 at 10:47 UTC to Sunday, 09 May 2021 at 23:50 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 : 7617
Unique Edges : 3157
Edges With Duplicates : 12170
Total Edges : 15327
Number of Edge Types : 5
Retweet : 5750
MentionsInRetweet : 6803
Tweet : 1415
Replies to : 296
Mentions : 1063
Self-Loops : 1455
Reciprocated Vertex Pair Ratio : 0.00809082604723999
Reciprocated Edge Ratio : 0.0160517799352751
Connected Components : 1180
Single-Vertex Connected Components : 668
Maximum Vertices in a Connected Component : 4063
Maximum Edges in a Connected Component : 9611
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.017352
Graph Density : 0.00013316423457922
Modularity : 0.516367
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,617 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 Tuesday, 11 May 2021 at 02:28 UTC.

The requested start date was Monday, 10 May 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 2-day, 13-hour, 3-minute period from Friday, 07 May 2021 at 10:47 UTC to Sunday, 09 May 2021 at 23:50 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:
[278] https://www.skepticalraptor.com/skepticalraptorblog.php/cervical-cancer-rates-down-88-in-decade-since-hpv-vaccine-launched/
[62] https://twitter.com/BNODesk/status/1391500229954969601
[24] http://smartdissent.com/article/trump-admin-shut-down-vaccine-safety-office-2019
[15] https://change.org/ReuniteCouples
[13] https://www.gavi.org/vaccineswork/pandemic-within-pandemic
[12] https://tinyview.com/rob-rogers/2021/2021-05-07-vaccine-hesitancy
[9] https://www.facebook.com/groups/1096372554182771/
[9] https://www.skepticalraptor.com/skepticalraptorblog.php/cervical-cancer-rates-down-88-in-decade-since-hpv-vaccine-launched/?utm_content=buffer1c077&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://twitter.com/mem_reddog/status/1390712921240621057
[6] https://vaccines.gov/search

Top URLs in Tweet in G2:
[3] https://twitter.com/PolitiFact/status/1390316854569222146
[3] https://www.globalcitizen.org/en/action/global-covid19-vaccine-access/
[3] https://twitter.com/aetiology/status/1391472056261353473
[2] https://www.gavi.org/vaccineswork/next-pandemic
[2] https://twitter.com/pharmacistmama/status/1390480001200492547
[2] https://twitter.com/MCBazacoPhD/status/1390441937711292419
[2] https://www.bbc.com/news/world-asia-china-56967973
[2] https://twitter.com/marklewismd/status/1390395535555633155
[2] https://twitter.com/mcbazacophd/status/1390441937711292419
[2] https://twitter.com/avrahamcoopermd/status/1390397713720688644

Top URLs in Tweet in G3:
[3] https://datatopics.worldbank.org/world-development-indicators/stories/world-immunization-week-lessons-from-the-fight-to-contain-measles.html
[1] https://uni.cf/2PxfgIs
[1] https://www.unicef.org/immunization/vaccines-and-diseases-they-prevent?utm_source=twitter&utm_medium=organic&utm_campaign=wiw-2021
[1] https://twitter.com/i/web/status/1387347105967190019
[1] https://www.unicef.org/immunization/vaccines-for-all?utm_source=twitter&utm_medium=organic&utm_campaign=wiw-2021
[1] https://twitter.com/i/web/status/1390992161684996097
[1] https://twitter.com/i/web/status/1391013128159305730
[1] https://coverage.bluecrossma.com/article/what-we-know-and-what-we-dont-covid-19-variants
[1] https://coverage.bluecrossma.com/article/youre-fully-vaccinated-now-what
[1] https://twitter.com/i/web/status/1391367172933488641

Top URLs in Tweet in G4:
[15] https://change.org/ReuniteCouples
[12] https://www.gavi.org/vaccineswork/pandemic-within-pandemic
[5] https://www.gavi.org/vaccineswork/next-pandemic/another-coronavirus
[3] https://www.gavi.org/vaccineswork/why-indian-hospitals-are-running-out-medical-oxygen-and-how-fix-it
[3] https://www.gavi.org/vaccineswork/what-are-most-effective-ways-improve-vaccination-rates
[3] https://www.gavi.org/vaccineswork/oxford-vaccine-professor-rich-countries-have-moral-duty-share-their-covid-19-shots
[3] https://twitter.com/Hevesh5/status/1390637539896266752
[2] https://www.gavi.org/vaccineswork/covid-vaccines-why-waiving-patents-wont-fix-global-shortage-scientist-explains
[2] https://twitter.com/OxfordVacGroup/status/1387315210667630592
[1] https://www.gavi.org/vaccineswork/next-pandemic/crimean-congo-haemorrhagic-fever

Top URLs in Tweet in G5:
[3] https://www.skepticalraptor.com/skepticalraptorblog.php/cervical-cancer-rates-down-88-in-decade-since-hpv-vaccine-launched/
[3] https://click.everyaction.com/k/28796386/284367052/615498630?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImIxOTUwYjAyLTM5YWYtZWIxMS04NWFhLTAwNTBmMjM3YWJlZiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=cuSCoy2z0-wiUa_9a4uAmHZs5eeL6KksugZ3s-k418Q=&emci=be218a52-29af-eb11-85aa-0050f237abef&emdi=b1950b02-39af-eb11-85aa-0050f237abef&ceid=9865539
[3] https://click.everyaction.com/k/28796392/284367058/1474758671?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImIxOTUwYjAyLTM5YWYtZWIxMS04NWFhLTAwNTBmMjM3YWJlZiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=cuSCoy2z0-wiUa_9a4uAmHZs5eeL6KksugZ3s-k418Q=&emci=be218a52-29af-eb11-85aa-0050f237abef&emdi=b1950b02-39af-eb11-85aa-0050f237abef&ceid=9865539
[3] https://click.everyaction.com/k/28743653/284196265/1486777028?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogIjVlMTQ2ZWRhLTZmYWUtZWIxMS04NWFhLTAwNTBmMjM3YWJlZiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=BflomdgI50GPBB8T87LjeDiR3Rjl7b62XowIhgdpqWQ=&emci=f28a3ff2-67ae-eb11-85aa-0050f237abef&emdi=5e146eda-6fae-eb11-85aa-0050f237abef&ceid=9865539
[3] https://click.everyaction.com/k/28796388/284367054/1317764806?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImIxOTUwYjAyLTM5YWYtZWIxMS04NWFhLTAwNTBmMjM3YWJlZiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=cuSCoy2z0-wiUa_9a4uAmHZs5eeL6KksugZ3s-k418Q=&emci=be218a52-29af-eb11-85aa-0050f237abef&emdi=b1950b02-39af-eb11-85aa-0050f237abef&ceid=9865539
[2] https://www.skepticalraptor.com/skepticalraptorblog.php/covid-19-vaccine-facts-and-myths-what-you-need-to-know-about-the-new-vaccines/
[2] https://www.npr.org/sections/coronavirus-live-updates/2021/05/03/993141036/children-now-account-for-22-of-new-u-s-covid-cases-why-is-that
[2] https://click.everyaction.com/k/28796390/284367056/-1773372558?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImIxOTUwYjAyLTM5YWYtZWIxMS04NWFhLTAwNTBmMjM3YWJlZiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=cuSCoy2z0-wiUa_9a4uAmHZs5eeL6KksugZ3s-k418Q=&emci=be218a52-29af-eb11-85aa-0050f237abef&emdi=b1950b02-39af-eb11-85aa-0050f237abef&ceid=9865539
[2] https://click.everyaction.com/k/28743654/284196266/-2140156519?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogIjVlMTQ2ZWRhLTZmYWUtZWIxMS04NWFhLTAwNTBmMjM3YWJlZiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=BflomdgI50GPBB8T87LjeDiR3Rjl7b62XowIhgdpqWQ=&emci=f28a3ff2-67ae-eb11-85aa-0050f237abef&emdi=5e146eda-6fae-eb11-85aa-0050f237abef&ceid=9865539
[2] https://click.everyaction.com/k/28796387/284367053/-451715919?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImIxOTUwYjAyLTM5YWYtZWIxMS04NWFhLTAwNTBmMjM3YWJlZiIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=cuSCoy2z0-wiUa_9a4uAmHZs5eeL6KksugZ3s-k418Q=&emci=be218a52-29af-eb11-85aa-0050f237abef&emdi=b1950b02-39af-eb11-85aa-0050f237abef&ceid=9865539

Top URLs in Tweet in G6:
[264] https://www.skepticalraptor.com/skepticalraptorblog.php/cervical-cancer-rates-down-88-in-decade-since-hpv-vaccine-launched/
[2] https://twitter.com/HumCoCOVID19/status/1387786151361007627
[1] https://twitter.com/bradrossTO/status/1390731468847132674
[1] https://twitter.com/queensparktoday/status/1390837985277583365
[1] https://twitter.com/billius27/status/1391014948185202691
[1] https://twitter.com/i/web/status/1391046714862313479

Top URLs in Tweet in G7:
[1] https://www.skepticalraptor.com/skepticalraptorblog.php/cervical-cancer-rates-down-88-in-decade-since-hpv-vaccine-launched/
[1] https://twitter.com/germhuntermd/status/1390421958894899201
[1] https://twitter.com/i/web/status/1391079448720683010
[1] https://twitter.com/i/web/status/1391163977015730178
[1] https://pagesix.com/2021/05/08/amanda-kloots-widow-of-nick-cordero-reveals-her-heartache/?utm_campaign=iphone_nyp&utm_source=twitter_app
[1] https://twitter.com/i/web/status/1391270048883527682

Top URLs in Tweet in G8:
[59] https://twitter.com/BNODesk/status/1391500229954969601
[2] https://www.skepticalraptor.com/skepticalraptorblog.php/cervical-cancer-rates-down-88-in-decade-since-hpv-vaccine-launched/
[1] https://twitter.com/bnodesk/status/1391500229954969601
[1] https://twitter.com/LValie1/status/1353743999480303617?s=19
[1] https://twitter.com/i/web/status/1391119442835173377
[1] https://twitter.com/i/web/status/1391127272199962630
[1] https://twitter.com/elektromorr/status/1391096387727626242
[1] https://twitter.com/patriottakes/status/1390646157458739200

Top URLs in Tweet in G9:
[3] https://www.skepticalraptor.com/skepticalraptorblog.php/cervical-cancer-rates-down-88-in-decade-since-hpv-vaccine-launched/
[2] https://twitter.com/sailorrooscout/status/1390685486159736832
[2] https://twitter.com/stuartjdneil/status/1388434037820346368
[1] https://twitter.com/erictopol/status/1391475134708387840
[1] https://twitter.com/CarlosdelRio7/status/1390059952123826176
[1] https://twitter.com/bnodesk/status/1390639507012268033
[1] https://twitter.com/laoneill111/status/1388940267273826308
[1] https://twitter.com/i/web/status/1391424864804876293
[1] https://twitter.com/kidneydoc101/status/1391341444401700865
[1] https://twitter.com/i/web/status/1391472430896582663

Top URLs in Tweet in G10:
[7] https://twitter.com/mem_reddog/status/1390712921240621057
[1] https://twitter.com/i/web/status/1391477686485360640
[1] https://twitter.com/HenryJKraven/status/1391464903714566146
[1] https://twitter.com/i/web/status/1391222870148325378

Top Domains
Top Domains in Tweet in Entire Graph:
[751] twitter.com
[290] skepticalraptor.com
[88] gavi.org
[34] youtube.com
[24] smartdissent.com
[23] everyaction.com
[15] change.org
[14] facebook.com
[14] nytimes.com
[13] canada.ca

Top Domains in Tweet in G2:
[285] twitter.com
[13] gavi.org
[11] youtube.com
[6] linkedin.com
[4] bbc.com
[3] nytimes.com
[3] nhs.uk
[3] modestneeds.org
[3] globalcitizen.org
[2] npr.org

Top Domains in Tweet in G3:
[10] twitter.com
[6] unicef.org
[3] worldbank.org
[3] gavi.org
[2] bluecrossma.com
[1] uni.cf
[1] shareverified.com
[1] smartdissent.com
[1] m.me
[1] pa

Top Domains in Tweet in G4:
[42] gavi.org
[15] change.org
[10] twitter.com
[1] nature.com

Top Domains in Tweet in G5:
[29] twitter.com
[23] everyaction.com
[6] skepticalraptor.com
[2] npr.org
[2] nytimes.com
[1] shareaholic.com
[1] desmoinesregister.com
[1] healthychildren.org
[1] coalitionagainsttyphoid.org
[1] washingtonpost.com

Top Domains in Tweet in G6:
[264] skepticalraptor.com
[6] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] skepticalraptor.com
[1] pagesix.com

Top Domains in Tweet in G8:
[65] twitter.com
[2] skepticalraptor.com

Top Domains in Tweet in G9:
[14] twitter.com
[3] skepticalraptor.com

Top Domains in Tweet in G10:
[10] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3252] vaccineswork
[983] covid19
[675] viruela
[271] vaccinated
[220] getvaccinated
[213] vaccine
[200] covidvaccine
[148] vaccineforall
[148] covax
[135] wearamask



Top Hashtags in Tweet in G1:
[669] viruela
[3] vaccineswork
[1] vacunas

Top Hashtags in Tweet in G2:
[618] vaccineswork
[106] covid19
[99] vaccinated
[67] getvaccinated
[49] vaccine
[38] covidvaccine
[36] covid
[35] vaccinessavelives
[29] vaccination
[26] vaccineforall

Top Hashtags in Tweet in G3:
[161] vaccineswork
[64] covax
[34] madagascar
[30] covid19vaccines
[29] covid19
[28] vaccines4all
[6] measles
[5] vaccinated
[5] vaccine
[4] covid

Top Hashtags in Tweet in G4:
[310] covid19
[53] vaccineswork
[45] loveisnottourism
[44] auspol
[43] partnersapart
[34] mentalhealthmatters
[33] protest4partners
[7] covax
[7] zerodosechildren
[6] aai

Top Hashtags in Tweet in G5:
[116] vaccineswork
[53] covid19
[32] medtwitter
[20] vaccines
[20] covidvaccine
[16] thisisourshot
[15] vaccinessavelives
[14] vaccination
[14] covid19vaccine
[13] vaccine

Top Hashtags in Tweet in G6:
[274] vaccineswork
[2] wearamask
[2] getvaccinated
[1] dreamteam
[1] stayhome

Top Hashtags in Tweet in G7:
[19] vaccineswork
[2] vacunate
[2] vaccinated
[2] getvaccinated
[1] vaccinate
[1] wearamask
[1] vaccinesideeffects
[1] covid19vaccine
[1] vaccinesaresafe4kids

Top Hashtags in Tweet in G8:
[206] vaccineswork
[2] covid
[2] wearamask
[1] covid19
[1] merkel
[1] angelamerkel
[1] germany
[1] cai
[1] macron
[1] ccp

Top Hashtags in Tweet in G9:
[67] vaccineswork
[22] covidzero
[10] pandemic
[8] covid19
[2] covidvaccine
[1] idtwitter
[1] sisonke
[1] covid19vaccine
[1] astrazenaca
[1] pfizer

Top Hashtags in Tweet in G10:
[194] vaccineswork
[77] wearamask
[45] thoughtfortheday
[29] foxisnotnews
[23] getvaccinatedasap
[23] fam46
[3] wedecidenewyork
[3] cuomonewyorker
[3] vaccinated
[2] teamcuomo

Top Words
Top Words in Tweet in Entire Graph:
[3252] #vaccineswork
[1478] vaccine
[983] #covid19
[946] covid
[881] vaccines
[825] hoy
[791] 1980
[768] declaró
[757] vaccinated
[722] 19

Top Words in Tweet in G1:
[670] enfermedad
[669] mayo
[669] 1980
[669] hoy
[669] 41
[669] oms
[669] declaró
[669] erradicada
[669] #viruela
[669] primera

Top Words in Tweet in G2:
[618] #vaccineswork
[121] vaccine
[106] #covid19
[99] #vaccinated
[89] vaccinated
[77] covid
[68] people
[67] #getvaccinated
[52] vaccines
[49] #vaccine

Top Words in Tweet in G3:
[628] unicef
[373] 19
[372] more
[369] covid
[351] children
[336] vaccines
[245] million
[161] #vaccineswork
[144] doses
[141] vaccine

Top Words in Tweet in G4:
[400] gavi
[325] vaccine
[310] #covid19
[300] pandemic
[274] antibiotic
[274] use
[274] save
[273] act
[273] curb
[273] invite

Top Words in Tweet in G5:
[116] #vaccineswork
[114] dr
[93] peterhotez
[79] vaccine
[78] vaccinated
[72] vicious
[68] anti
[68] attacks
[53] #covid19
[43] vaxx

Top Words in Tweet in G6:
[274] #vaccineswork
[263] aetiology
[9] live
[8] virus
[7] vaccines
[6] vaccinated
[6] north
[6] york
[4] alastairmca30
[4] none

Top Words in Tweet in G7:
[209] mcbazacophd
[203] vaccinated
[198] wife
[198] both
[198] infectious
[198] disease
[198] epidemiologists
[198] little
[198] padawan
[198] soon

Top Words in Tweet in G8:
[206] #vaccineswork
[196] laurie_garrett
[5] naomirwolf
[2] aetiology
[2] protection
[2] #covid
[2] thank
[2] young
[2] healthy
[2] transmit

Top Words in Tweet in G9:
[245] variant
[204] drneilstone
[108] interest
[91] variants
[83] covid
[68] uk
[68] trust
[67] concern
[67] #vaccineswork
[63] vaccine

Top Words in Tweet in G10:
[201] judgeyourself99
[194] #vaccineswork
[110] fox
[95] vaccine
[77] #wearamask
[69] news
[45] #thoughtfortheday
[41] caught
[41] affluenza
[41] virus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[698] covid,19
[673] mayo,1980
[673] 1980,hoy
[673] hoy,41
[673] 41,oms
[673] oms,declaró
[673] declaró,erradicada
[673] erradicada,#viruela
[673] #viruela,primera
[673] primera,enfermedad

Top Word Pairs in Tweet in G1:
[669] mayo,1980
[669] 1980,hoy
[669] hoy,41
[669] 41,oms
[669] oms,declaró
[669] declaró,erradicada
[669] erradicada,#viruela
[669] #viruela,primera
[669] primera,enfermedad
[669] enfermedad,eliminada

Top Word Pairs in Tweet in G2:
[35] covid,19
[33] #vaccinated,#vaccineswork
[24] #covid19,#vaccineswork
[23] #vaccineswork,#vaccinated
[21] #getvaccinated,#vaccineswork
[20] #vaccineswork,#vaccinessavelives
[19] #vaccineswork,#getvaccinated
[15] vaccinated,soon
[14] side,effects
[14] #vaccineswork,#covid19

Top Word Pairs in Tweet in G3:
[369] covid,19
[133] 14,million
[124] 19,vaccine
[103] unicef,vaccines
[102] last,year
[102] year,over
[102] over,14
[102] million,children
[102] children,didn
[102] didn,receive

Top Word Pairs in Tweet in G4:
[287] #covid19,vaccine
[274] antibiotic,use
[273] act,curb
[273] curb,antibiotic
[273] use,invite
[273] invite,pandemic
[273] pandemic,unlike
[272] vaccine,save
[271] unlike,#covid19
[265] gavi,act

Top Word Pairs in Tweet in G5:
[72] dr,peterhotez
[43] anti,vaxx
[42] live,virus
[39] dr,hotez
[37] peterhotez,being
[37] being,targeted
[37] targeted,coordinated
[37] coordinated,vicious
[37] vicious,personal
[35] peterhotez,vaccine

Top Word Pairs in Tweet in G6:
[263] aetiology,#vaccineswork
[8] live,virus
[6] north,york
[4] alastairmca30,none
[4] none,covid19
[4] covid19,vaccines
[4] vaccines,contain
[4] contain,live
[4] virus,shedding
[4] shedding,live

Top Word Pairs in Tweet in G7:
[198] wife,both
[198] both,infectious
[198] infectious,disease
[198] disease,epidemiologists
[198] epidemiologists,little
[198] little,padawan
[198] padawan,vaccinated
[198] vaccinated,soon
[197] mcbazacophd,wife
[197] soon,eligi

Top Word Pairs in Tweet in G8:
[195] laurie_garrett,#vaccineswork
[2] aetiology,#vaccineswork
[2] young,healthy
[2] healthy,transmit
[2] transmit,those
[2] those,millennials
[2] millennials,stop
[2] stop,slacking
[2] slacking,vax
[2] #vaccineswork,#wearamask

Top Word Pairs in Tweet in G9:
[108] variant,interest
[100] interest,variant
[54] variant,concern
[50] covid,vaccine
[50] hierarchy,variants
[50] variants,variant
[50] concern,variant
[50] variant,oh
[50] oh,god
[49] drneilstone,hierarchy

Top Word Pairs in Tweet in G10:
[77] #wearamask,#vaccineswork
[75] judgeyourself99,#wearamask
[69] fox,news
[45] #thoughtfortheday,#vaccineswork
[44] judgeyourself99,#thoughtfortheday
[41] caught,affluenza
[41] affluenza,virus
[41] virus,foxmania
[41] foxmania,foxitus
[41] foxitus,vaccine

Top Replied-To
Top Replied-To in Entire Graph:
@peterhotez
@uniteresisters
@curly_woowoowoo
@lesdoggg
@cnn
@nygovcuomo
@nytimes
@nowthisnews
@bmcarthur17
@drjaimefriedman

Top Replied-To in G3:
@unicef
@am_nawazish

Top Replied-To in G4:
@kkeneally
@nitagreenqld

Top Replied-To in G5:
@peterhotez
@nytimes
@nowthisnews
@drjaimefriedman
@susanschutte2
@gillianmckeith
@nicoleb_md
@forbes
@advancehumanism
@christoaivalis

Top Replied-To in G6:
@ashishkjha

Top Replied-To in G7:
@lesdoggg
@marklewismd
@mcbazacophd
@davidmweissman
@joycewhitevance

Top Replied-To in G8:
@naomirwolf
@howardsteen4
@laurie_garrett
@donnat2d
@delicateneon

Top Replied-To in G9:
@coralblob
@lotus2955

Top Replied-To in G10:
@nygovcuomo

Top Mentioned
Top Mentioned in Entire Graph:
@raulrivasg
@unicef
@gavi
@aetiology
@dr
@drneilstone
@mcbazacophd
@judgeyourself99
@laurie_garrett
@pinabertoglia

Top Mentioned in G1:
@raulrivasg

Top Mentioned in G2:
@neatcurios
@melissafazli
@ph_germany
@followalexcam
@meidas_erin
@quranmercy
@drk_w1984
@hurrihottie
@djengouer
@cnewsgroup

Top Mentioned in G3:
@unicef
@unicef_pakistan
@mohamedfall
@unicefphils
@unicefmada
@gavi
@cepivaccines
@usmadagascar
@who
@omsmadagascar

Top Mentioned in G4:
@gavi
@dr
@exemptpartners
@albom
@a
@annacmouser
@uniofoxford
@ajpollard1
@uni
@wellcometrust

Top Mentioned in G5:
@peterhotez
@_ericcarr
@pedsaly
@alastairmca30
@nytimes
@vaxyourfam
@davidepsteinmd
@rosewind2007
@drcjohns
@floridamedical

Top Mentioned in G6:
@aetiology
@alastairmca30
@sadaftafti
@jonahelfassy
@seanjmolloy
@scottgottliebmd
@postopinions
@nygh_news
@mhpoison1
@theyuroktribe

Top Mentioned in G7:
@mcbazacophd
@mariolapr
@kcmohealthdept
@rosewind2007
@aetiology
@kaseynelson90
@marklewismd
@lesdoggg

Top Mentioned in G8:
@laurie_garrett
@naomirwolf
@aetiology
@pedsmamadoc
@lauradekker1
@thc1001
@massgovernor
@ouijacorn
@rachelnstephens

Top Mentioned in G9:
@drneilstone
@boghuma
@aetiology
@ahri_news
@marikasboros
@chris666spider
@takethatct
@wheezylouse
@katymcconkey
@hungryfillbe

Top Mentioned in G10:
@judgeyourself99
@faster_bunny
@wedecidenewyork
@henrymcmaster
@nygovcuomo
@wendymarcinkie1
@annalogue75

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@rk70534
@edinburghwatch
@sahelhkj
@littlebytesnews
@5fec93919a544d3
@thepoliticalcat
@bannerite
@john1966olsen
@nilimajumder

Top Tweeters in G1:
@dorelipin
@mjdelrio
@jesusromero2_7
@johnjonny1
@eybonluis
@tiototo1619
@khryscastelvi
@francodespecho
@max_laguna
@fermincarrilloa

Top Tweeters in G2:
@blueravefinn
@jrehnj
@queeng719
@kenwarnock
@_engine__
@melissafazli
@kausikdatta22
@cspange
@cyrusshares
@samkj27

Top Tweeters in G3:
@rk70534
@5fec93919a544d3
@john1966olsen
@ludmila1348
@dhinakaranrajan
@23alzat
@2amongsfrippies
@still_maryam
@plaplasuchada
@ciangaia

Top Tweeters in G4:
@madanabhat
@monty_chadha
@indigo6e
@raghuaiyar
@vishnus47793080
@vdhiman_89
@vidyut
@smadygo
@sameihuda
@osakakyoto_0825

Top Tweeters in G5:
@lizditz
@business
@cnbsnana
@ketaminh
@rebellegrrl
@silentn1223
@nytimes
@cnbc
@gadflyquebec
@annie5133

Top Tweeters in G6:
@sallyagale
@igallupd
@cindynorth1
@ken_ragsdale
@belladonamodels
@happysorceress
@aspeed
@kirkmurphy
@isobelcarr
@ghostcatbce

Top Tweeters in G7:
@akuma_river
@suekhi
@kerirn
@njdoc
@aquarius1049
@kimpy123
@laura78703
@yagbebi
@4evrmomof4
@rmr11rock

Top Tweeters in G8:
@jurylady5
@redboybroken
@johnapp63499667
@kaffe_takk
@sampson_elaine
@kw1979
@contenttba
@cmadmax
@chickilopiccolo
@momrovin

Top Tweeters in G9:
@ppiixx
@drlindadykes
@andreww66619812
@woolhatwoman
@colleenmmck618
@jcgomezrincon
@katecushing2
@mackayim
@juliaball
@takethatct

Top Tweeters in G10:
@aliadair22
@mcassara143
@wendymarcinkie1
@frannyhelen
@ggevirtz
@majormassspec
@meliorist59
@detemple
@proudcanadavet
@autumspice