VaccinesWork, Twitter, 6/1/2020 6:54:46 AM, 228607


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VaccinesWork_2020-05-31_20-33-00.xlsx
VaccinesWork_2020-05-31_20-33-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2020
Short Description:
VaccinesWork via NodeXL https://bit.ly/3gDQZcp
@gavi
@un
@vaccinestoday
@lizditz
@lshtm
@who
@cdcgov
@cpho_canada
@kyleandjackieo
@unicef

Top hashtags:
#vaccineswork
#covid19
#vaccination
#coronavirus
#vaccines
#vaccine
#vaccinations
#polio
#measles

Description:
Description
The graph represents a network of 4,636 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, 01 June 2020 at 03:34 UTC.

The requested start date was Monday, 01 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 9-hour, 46-minute period from Monday, 25 May 2020 at 01:03 UTC to Sunday, 31 May 2020 at 10:50 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 : 4636
Unique Edges : 2649
Edges With Duplicates : 8791
Total Edges : 11440
Number of Edge Types : 5
Mentions : 1416
Retweet : 3910
MentionsInRetweet : 5207
Tweet : 721
Replies to : 186
Self-Loops : 748
Reciprocated Vertex Pair Ratio : 0.0157903578027885
Reciprocated Edge Ratio : 0.0310897965933521
Connected Components : 436
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 3664
Maximum Edges in a Connected Component : 9928
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.96364
Graph Density : 0.000281414715099596
Modularity : 0.489439
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,636 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, 01 June 2020 at 03:34 UTC.

The requested start date was Monday, 01 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 9-hour, 46-minute period from Monday, 25 May 2020 at 01:03 UTC to Sunday, 31 May 2020 at 10:50 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:
[19] https://m.facebook.com/story.php?story_fbid=674764290012157&id=100024357765664&sfnsn=mo
[14] https://m.facebook.com/story.php?story_fbid=678316129656973&id=100024357765664&sfnsn=mo
[13] https://www.latimes.com/business/story/2020-05-26/moderna-execs-stock-sales
[12] https://www.theguardian.com/society/2020/may/26/last-iron-lung-paul-alexander-polio-coronavirus
[10] http://www.sapj.co.za/index.php/SAPJ/article/view/2815
[9] https://defyccc.com/anti-hcq-paper-in-the-lancet-uses-fabricated-data/
[9] https://www.gavi.org/vaccineswork/here-are-four-ways-vietnam-has-managed-control-covid-19
[9] https://www.gavi.org/vaccineswork/how-quickly-can-we-get-covid-19-vaccine
[9] https://jamanetwork.com/journals/jama/fullarticle/2766370?guestAccessKey=b1789fba-d24e-49f2-8067-7628536a64a5&utm_source=silverchair&utm_campaign=jama_network&utm_content=covid_weekly_highlights&utm_medium=email
[8] https://geneticliteracyproject.org/2020/05/26/viewpoint-autism-isnt-a-condition-that-needs-to-be-manipulated-fixed-or-changed/

Top URLs in Tweet in G1:
[6] https://www.gavi.org/vaccineswork/here-are-four-ways-vietnam-has-managed-control-covid-19?fbclid=IwAR20lJIBSDOZIeo0NyRobpvJuAVu1alupw7oCiNNOXk1q_HK_eZodixyCUc
[5] https://www.gavi.org/vaccineswork/how-quickly-can-we-get-covid-19-vaccine
[5] https://www.gavi.org/vaccineswork/how-do-you-keep-pregnant-women-safe-during-pandemic
[4] https://www.gavi.org/vaccineswork/what-covid-19s-r-number-and-why-does-it-matter
[4] https://www.gavi.org/vaccineswork/covid-19s-collateral-damage-could-devastate-low-and-middle-income-countries
[4] http://www.vaccineswork.org/post/138489947617/vaccines-in-nigeria
[4] https://www.ifpma.org/resource-centre/generation-gavi-partnering-to-protect-health-through-life-saving-vaccines/
[3] https://www.gavi.org/investing-gavi/resource-mobilisation-process/gavis-3rd-donor-pledging-conference-june-2020
[3] https://twitter.com/DFID_UK/status/1264828550927937537
[3] https://www.gavi.org/vaccineswork/maintaining-commitment-immunization-africa-through-covid-19-and-beyond?sf122937599=1

Top URLs in Tweet in G2:
[5] https://www.who.int/vaccines/questions-and-answers
[1] https://twitter.com/BiharRoutine/status/1266021834786508801
[1] https://twitter.com/i/web/status/1265131042652000256
[1] http://www.who.int/news-room/campaigns/world-immunization-week/world-immunization-week-2020
[1] https://www.pscp.tv/w/cXAPTzI2MTAyMHwxZWFKYlF2T2R5cUdYz46WVYDWhmmUxW0ir9rlH-l3UgHIamGmnOEWKDfldgI=
[1] https://www.gavi.org/vaccineswork/can-routine-immunisation-be-carried-out-safely-during-covid-19-pandemic
[1] https://twitter.com/i/web/status/1265179491942490112
[1] https://www.gavi.org/vaccineswork/how-quickly-can-we-get-covid-19-vaccine
[1] https://twitter.com/i/web/status/1266628210432843779
[1] https://twitter.com/i/web/status/1266211602807783424

Top URLs in Tweet in G3:
[9] https://jamanetwork.com/journals/jama/fullarticle/2766370?guestAccessKey=b1789fba-d24e-49f2-8067-7628536a64a5&utm_source=silverchair&utm_campaign=jama_network&utm_content=covid_weekly_highlights&utm_medium=email
[4] https://www.bakercityherald.com/community/health/vaccinologist-heres-what-worries-me-about-covid-19-trials/video_f39ab7d4-f5e1-5371-9052-eaea4eef3bae.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931208-3%2Ffulltext%3Fdgcid%3Detoc-edschoice_email_tlcoronavirus20%26fbclid%3DIwAR22GO9R-WcZLlSRXv7slFloD4LiFilqofFB5Dy6JGXUJhVJuYRsYJgueGg&rc=0
[4] https://www.washingtonpost.com/history/2020/05/23/vaccines-maurice-hilleman-children/
[3] https://www.skepticalraptor.com/skepticalraptorblog.php/coronavirus-vaccine-trials-updating-current-studies-across-world/#List_of_coronavirus_vaccine_trials
[3] https://ir.shareaholic.com/e?a=1&u=https://www.skepticalraptor.com/skepticalraptorblog.php/coronavirus-herd-immunity-without-vaccines-will-not-save-us/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] https://ir.shareaholic.com/e?a=1&u=https://www.skepticalraptor.com/skepticalraptorblog.php/coronavirus-vaccine-trials-updating-current-studies-across-world/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://twitter.com/Rosewind2007/status/1267019535854559233
[1] https://twitter.com/i/web/status/1265412616236777474
[1] https://twitter.com/i/web/status/1266579951437836288

Top URLs in Tweet in G4:
[8] https://www.pennews.net/opinion/2020/05/22/shape-of-the-world-to-come
[5] https://www.gavi.org/vaccineswork/here-are-four-ways-vietnam-has-managed-control-covid-19
[5] https://europe.vaccineconferences.com
[4] https://www.theguardian.com/society/2020/may/26/last-iron-lung-paul-alexander-polio-coronavirus
[2] https://www.gavi.org/vaccineswork/how-quickly-can-we-get-covid-19-vaccine
[2] https://twitter.com/UN/status/1265131042652000256
[2] https://www.gavi.org/vaccineswork/air-travel-risky-age-covid-19
[2] https://www.gavi.org/vaccineswork/what-covid-19s-r-number-and-why-does-it-matter
[2] https://twitter.com/ABC/status/1265764666514563073
[2] https://twitter.com/thankuellen/status/1263898159929008128

Top URLs in Tweet in G5:
[1] http://www.talkingaboutimmunisation.org.au/
[1] https://twitter.com/i/web/status/1264885465498312707
[1] https://twitter.com/wys1wyg/status/1263448443537637381?s=21
[1] https://twitter.com/melina_gee/status/1264692050479312896

Top URLs in Tweet in G6:
[13] https://www.latimes.com/business/story/2020-05-26/moderna-execs-stock-sales
[9] https://defyccc.com/anti-hcq-paper-in-the-lancet-uses-fabricated-data/
[8] https://geneticliteracyproject.org/2020/05/26/viewpoint-autism-isnt-a-condition-that-needs-to-be-manipulated-fixed-or-changed/
[5] https://www.nytimes.com/2020/04/20/parenting/autism-causes.html
[4] https://www.theguardian.com/world/2020/may/29/anti-vaxxers-fight-against-coronavirus
[4] https://www.sciencemag.org/news/2020/05/vaccine-opponents-are-gaining-facebook-battle-hearts-and-minds-new-map-shows
[3] https://toofab.com/2020/05/28/youtube-star-rehomes-adopted-son-autism/
[2] https://news.ucsc.edu/2020/05/akhtar-post.html
[2] https://www.guelphtoday.com/coronavirus-covid-19-local-news/vaccine-hesitancy-a-symptom-of-poor-public-trust-says-u-of-g-prof-2370845
[2] https://www.youtube.com/watch?v=DKQzHMUu7Io&feature=youtu.be


Top URLs in Tweet in G7:
[3] https://twitter.com/HDTadesse/status/1265999012190093312
[1] https://www.unicef.org/press-releases/least-80-million-children-under-one-risk-diseases-such-diphtheria-measles-and-polio
[1] https://www.nytimes.com/2020/05/22/health/coronavirus-polio-measles-immunizations.html
[1] https://twitter.com/UNICEFBolivia/status/1265433234357305344
[1] https://twitter.com/i/web/status/1265179639170977797
[1] https://www.unicef.org/maldives/press-releases/least-80-million-children-under-one-risk-diseases-such-diphtheria-measles-and-polio
[1] https://www.developmentaid.org/#!/news-stream/post/65897/covid-19-disrupts-routine-vaccination-efforts-endangering-at-least-80-million-children-under-one

Top URLs in Tweet in G8:
[6] https://amp.theatlantic.com/amp/article/611998/
[1] https://www.lshtm.ac.uk/newsevents/news/2020/131-million-funding-boost-expand-uk-capacity-manufacture-covid-19-vaccine
[1] https://www.lshtm.ac.uk/research/research-action/features/first-measles-now-covid-19
[1] https://www.google.com/amp/s/amp.theatlantic.com/amp/article/611998/
[1] https://www.telegraph.co.uk/global-health/science-and-disease/nearly-100m-babies-risk-measles-polio-due-cancelled-vaccination/
[1] https://www.pri.org/file/2020-05-28/anti-vaccine-movement-and-pandemic
[1] https://anchor.fm/lshtm/episodes/S1E28-Developing-a-COVID-19-vaccine---are-we-close-eemi76/a-a2aqq0k
[1] https://twitter.com/i/web/status/1266285182316761091
[1] https://twitter.com/WFPHA_FMASP/status/1263073870946410499
[1] http://www.eventbrite.com/e/making-immunization-interventions-successful-tickets-102780854302

Top URLs in Tweet in G9:
[3] https://www.niagarafallsreview.ca/opinion-story/9995949-editorial-don-t-ignore-the-vaccines-we-already-have/#.XsxqK4iOZM0.twitter
[2] https://twitter.com/surveyorX/status/1264939085220712450
[1] https://twitter.com/gachapteraap/status/1266348660201324545
[1] https://www.theglobeandmail.com/canada/article-doctors-across-canada-seeing-a-drop-in-number-of-routine-child/?utm_medium=Referrer:%20Social%20Network%20/%20Media&utm_campaign=Shared%20Web%20Article%20Links
[1] https://immunize.ca/sites/default/files/Resource%20and%20Product%20Uploads%20(PDFs)/Products%20and%20Resources/Adult%20Immunization/What%20vaccines%20do%20you%20need%20poster/whatvaccines_adult_2019_web_e.pdf
[1] https://immunize.ca/adults

Top URLs in Tweet in G10:
[7] https://www.theguardian.com/society/2020/may/26/last-iron-lung-paul-alexander-polio-coronavirus
[6] https://www.vaccines4life.com/wp-content/uploads/2020/04/Vaccination-in-France-Changing-the-Public-Perception-Report_FINAL2.pdf
[5] https://immunize.ca/adults
[5] https://www.vaccinestoday.eu/stories/coronavirus-vaccine-ramp-up-adult-vaccination-plans-now/
[5] https://www.vaccinestoday.eu/stories/a-brief-history-of-vaccination/
[3] https://immunize.ca/sites/default/files/Resource%20and%20Product%20Uploads%20(PDFs)/Products%20and%20Resources/General%20Public/how_vaccines_work_web_e.jpg
[3] https://immunize.ca/subscribe-our-newsletter
[2] https://www.hse.ie/eng/health/immunisation/infomaterials/vaccinehero/
[2] https://www.vaccinestoday.eu/stories/organ-transplantation-i-need-your-protection/
[2] https://www.youtube.com/user/ImmunizeCanada

Top Domains
Top Domains in Tweet in Entire Graph:
[365] twitter.com
[77] gavi.org
[42] facebook.com
[40] youtube.com
[27] theguardian.com
[23] nytimes.com
[21] immunize.ca
[18] vaccinestoday.eu
[13] latimes.com
[12] co.uk

Top Domains in Tweet in G1:
[49] twitter.com
[49] gavi.org
[4] vaccineswork.org
[4] ifpma.org
[3] nytimes.com
[3] linkedin.com
[2] vaccinestoday.eu
[1] bit.ly
[1] cnn.com
[1] immunizationevidence.org

Top Domains in Tweet in G2:
[11] twitter.com
[7] who.int
[2] gavi.org
[1] pscp.tv
[1] cubadebate.cu
[1] unicef.org

Top Domains in Tweet in G3:
[25] twitter.com
[9] jamanetwork.com
[5] shareaholic.com
[4] bakercityherald.com
[4] elsevierhealth.com
[4] washingtonpost.com
[4] nytimes.com
[3] skepticalraptor.com
[2] fromthesquare.org
[1] vaxopedia.org

Top Domains in Tweet in G4:
[117] twitter.com
[17] gavi.org
[9] instagram.com
[9] pennews.net
[7] theguardian.com
[5] youtube.com
[5] vaccineconferences.com
[4] cdc.gov
[2] nytimes.com
[2] co.uk

Top Domains in Tweet in G5:
[3] twitter.com
[1] org.au

Top Domains in Tweet in G6:
[13] latimes.com
[9] defyccc.com
[8] geneticliteracyproject.org
[7] nytimes.com
[6] twitter.com
[4] theguardian.com
[4] sciencemag.org
[3] youtube.com
[3] toofab.com
[2] ucsc.edu

Top Domains in Tweet in G7:
[5] twitter.com
[2] unicef.org
[1] nytimes.com
[1] developmentaid.org

Top Domains in Tweet in G8:
[6] theatlantic.com
[3] eventbrite.com
[2] ac.uk
[2] twitter.com
[1] google.com
[1] co.uk
[1] pri.org
[1] anchor.fm
[1] france24.com
[1] stabilitech.com

Top Domains in Tweet in G9:
[3] twitter.com
[3] niagarafallsreview.ca
[2] immunize.ca
[1] theglobeandmail.com

Top Domains in Tweet in G10:
[19] immunize.ca
[15] vaccinestoday.eu
[11] twitter.com
[8] youtube.com
[8] theguardian.com
[6] vaccines4life.com
[2] hse.ie
[2] oprahmag.com
[2] jamanetwork.com
[2] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1766] vaccineswork
[969] covid19
[248] vaccination
[219] coronavirus
[204] vaccines
[171] vaccine
[148] vaccinations
[130] polio
[91] measles
[51] globalvaccinesummit



Top Hashtags in Tweet in G1:
[160] vaccineswork
[152] covid19
[57] coronavirus
[38] globalvaccinesummit
[24] measles
[21] vaccines
[17] gvs2020
[14] generationgavi
[11] vaccinations
[11] uk

Top Hashtags in Tweet in G2:
[267] vaccineswork
[243] covid19
[12] chfvaxcon2020
[8] coronavirus
[7] vaccines
[7] coronavirusupdates
[4] behaviour
[4] science
[4] vaccineconfidence
[4] vaccinehasitancy

Top Hashtags in Tweet in G3:
[73] vaccineswork
[29] covid19
[24] vaccines
[8] coronavirus
[7] vaccinessavelives
[6] vaccine
[5] vaccination
[5] child
[5] healthcare
[5] vaccinesprotect

Top Hashtags in Tweet in G4:
[242] vaccineswork
[45] coronavirus
[40] covid19
[35] vaccine
[21] corona
[20] vaccines
[15] covid
[14] covid_19
[14] coronavirusoutbreak
[13] who

Top Hashtags in Tweet in G5:
[8] covid19
[7] vaccineswork
[1] fakenews
[1] factsmatter
[1] sciencematters
[1] medicinesaveslives

Top Hashtags in Tweet in G6:
[177] vaccineswork
[16] nomandatoryvax
[16] covid19
[11] smartpapertechnology
[5] immunization
[5] data
[4] vaccines
[4] dataanalytics
[3] notagift
[3] healthworkers

Top Hashtags in Tweet in G7:
[118] covid19
[31] vaccineswork
[11] polio
[11] communityhealthworkers
[11] hep
[10] measles
[7] difteria
[5] diphtheria
[3] vaccinations
[3] immunization

Top Hashtags in Tweet in G8:
[166] covid19
[96] vaccinations
[26] vaccineswork
[13] vaccine
[6] vaccination
[6] conspiracies
[6] wednesdaywisdom
[6] celebratevaccines
[3] vaccines
[2] publichealth

Top Hashtags in Tweet in G9:
[169] vaccination
[11] vaccineswork
[2] callyourpediatrician
[2] immunizationsuccess
[1] covid19

Top Hashtags in Tweet in G10:
[95] vaccineswork
[23] vaccines
[22] vaccination
[19] covid19
[19] coronavirus
[18] immunizationsuccess
[13] hyperchat
[11] child
[11] healthcare
[11] vaccinehero

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[749] vaccine
[597] gavi
[425] global
[359] summit
[347] dfid_uk
[252] alliance
[246] uk
[245] june
[215] year
[201] host

Top Words in Tweet in G2:
[715] safe
[281] vaccine
[267] #vaccineswork
[262] vaccines
[261] make
[259] sure
[251] help
[249] prevent
[248] millions
[248] year

Top Words in Tweet in G3:
[73] #vaccineswork
[32] vaccine
[29] #covid19
[29] need
[29] jama_current
[27] doritmi
[26] drpauloffit
[24] #vaccines
[21] livestream
[21] monday

Top Words in Tweet in G4:
[242] #vaccineswork
[54] vaccine
[45] #coronavirus
[40] #covid19
[35] vaccines
[35] #vaccine
[21] world
[21] #corona
[20] #vaccines
[20] covid

Top Words in Tweet in G5:
[213] gps
[209] pete
[209] evans
[208] kyleandjackieo
[198] questioned
[198] much
[189] melina_gee
[185] kyle
[184] people
[183] turned

Top Words in Tweet in G6:
[249] work
[177] #vaccineswork
[122] advertised
[122] unhinge
[122] immunological
[122] balance
[122] body
[122] establish
[121] lotusoak2
[44] snccla

Top Words in Tweet in G7:
[167] unicef
[118] #covid19
[86] disrupting
[86] immunizations
[79] one
[78] diseases
[76] child
[74] governments
[74] protect
[74] diphtheria

Top Words in Tweet in G8:
[247] lshtm
[166] #covid19
[101] more
[97] 100
[96] modelling
[96] suggests
[96] death
[96] prevented
[96] cancelling
[96] routine

Top Words in Tweet in G9:
[170] date
[169] cpho_canada
[169] #vaccination
[169] essential
[169] activity
[169] keeping
[169] vaccinations
[169] decreases
[169] chances
[169] vaccine

Top Words in Tweet in G10:
[95] #vaccineswork
[72] vaccinestoday
[70] vaccines
[60] video
[49] recent
[47] become
[47] very
[47] popular
[47] weeks
[47] obvious

Top Word Pairs
Top Word Pairs in Tweet in G2:
[354] make,sure
[354] vaccines,safe
[251] safe,help
[243] help,prevent
[163] prevent,millions
[155] millions,deaths
[154] deaths,year
[152] year,continuously
[152] continuously,monitored
[151] monitored,make

Top Word Pairs in Tweet in G3:
[258] livestream,monday
[246] monday,june
[246] june,1p
[246] 1p,central
[246] central,drpauloffit
[246] drpauloffit,childrensphila
[246] childrensphila,discusses
[246] discusses,principles
[246] principles,progress
[246] progress,date

Top Word Pairs in Tweet in G4:
[21] covid,19
[21] #vaccine,#vaccineswork
[21] #coronavirus,#coronavirusoutbreak
[21] #corona,#coronacrisis
[21] #coronacrisis,#coronavirus
[21] #coronavirusoutbreak,#coronaviruspandemic
[21] shape,world
[21] world,come
[21] come,#corona
[21] #coronavirus,#vaccineswork

Top Word Pairs in Tweet in G5:
[18] pete,evans
[16] evans,questioned
[14] kyleandjackieo,pete
[13] turned,kyleandjackieo
[13] questioned,much
[13] much,gps
[12] gps,knew
[12] knew,biology
[12] biology,kyle
[9] kyle,suggested

Top Word Pairs in Tweet in G6:
[209] #vaccineswork,advertised
[198] advertised,work
[184] work,unhinge
[183] unhinge,immunological
[183] immunological,balance
[183] balance,body
[183] body,work
[183] work,establish
[183] lotusoak2,#vaccineswork
[183] #vaccineswork,except

Top Word Pairs in Tweet in G7:
[122] unicef,#covid19
[122] #covid19,crisis
[122] crisis,severely
[122] severely,disrupting
[122] disrupting,children's
[122] children's,immunizations
[122] immunizations,serious
[122] serious,diseases
[121] diseases,one
[17] one,outbreak

Top Word Pairs in Tweet in G8:
[81] lshtm,modelling
[72] modelling,suggests
[72] suggests,#covid19
[72] #covid19,death
[72] death,prevented
[72] prevented,cancelling
[72] cancelling,routine
[72] routine,#vaccinations
[72] #vaccinations,more
[72] more,100

Top Word Pairs in Tweet in G9:
[96] #vaccination,essential
[96] essential,activity
[96] activity,keeping
[96] keeping,vaccinations
[96] vaccinations,date
[96] date,decreases
[96] decreases,chances
[96] chances,vaccine
[96] vaccine,preventable
[96] cpho_canada,#vaccination

Top Word Pairs in Tweet in G10:
[169] video,become
[169] become,very
[169] very,popular
[169] popular,recent
[169] recent,weeks
[169] weeks,obvious
[169] obvious,reasons
[169] reasons,explains
[169] explains,90
[168] 90,seconds

Top Replied-To
Top Replied-To in Entire Graph:
@francoislegault
@nateacreman1
@jennifermarguli
@dfreedman7
@gatesfoundation
@peterhotez
@tamseel_h
@just4thecause
@yellowsmama
@angie_rasmussen

Top Replied-To in G1:
@measlesrubella
@who
@resultsuk
@allsaintsl4
@kassandrakitson
@madam22715090

Top Replied-To in G2:
@tamseel_h
@un

Top Replied-To in G3:
@dfreedman7
@just4thecause
@yellowsmama
@peterhotez
@med1cinewoman
@tbg9270584
@lidaahall
@eddieb2good
@chesworthjoe
@kathryn92908053

Top Replied-To in G5:
@kyleandjackieo

Top Replied-To in G6:
@nateacreman1

Top Replied-To in G8:
@peterhotez

Top Replied-To in G9:
@cpho_canada

Top Replied-To in G10:
@slimsugar
@eholubowich

Top Mentioned
Top Mentioned in Entire Graph:
@gavi
@un
@dfid_uk
@kyleandjackieo
@unicef
@melina_gee
@cpho_canada
@lshtm
@cdcgov
@lotusoak2

Top Mentioned in G1:
@gavi
@dfid_uk
@foreignoffice
@julianwto_un
@gaviseth
@measlesrubella
@ifpma
@ukmissiongeneva
@unicef
@borisjohnson

Top Mentioned in G2:
@un
@who
@childhealthfou1
@profsomashekhar
@unmeshdr
@satyagarzna
@naveenthacker
@gavi
@tamseel_h
@rujutaluktuke

Top Mentioned in G3:
@jama_current
@doritmi
@drpauloffit
@childrensphila
@flitesurgn
@camliveshere
@plasticdoe
@mcfunny
@tgagovau
@jkellyca

Top Mentioned in G4:
@_aviverma_
@vibiznews
@dense_evi
@clss437
@abmh_pune
@lilavatihrc

Top Mentioned in G5:
@kyleandjackieo
@melina_gee
@camliveshere
@profkittea
@gavi
@mill123and
@triplej

Top Mentioned in G6:
@lotusoak2
@snccla
@truthlovingdr
@shifoorg
@katsienk
@colleenhubernmd
@christlight5
@maryamhenein

Top Mentioned in G7:
@unicef
@gavi
@who
@un
@lia_tadesse
@isglobalorg
@unicef_auoffice
@lshtm
@unicefchief
@ld4children

Top Mentioned in G8:
@lshtm
@wfpha_fmasp
@theatlantic
@drppaterson
@stabilitech
@sciencemuseum
@un
@anishakari
@drjennershouse
@uniofoxford

Top Mentioned in G9:
@cpho_canada
@canpaedsociety
@immunizedotca
@dfreedman7
@nameredacted_

Top Mentioned in G10:
@vaccinestoday
@vaxyourfam
@immunizedotca
@hseimm
@vaccines4life
@znconsulting
@finnegag
@ja
@oprahmagazine
@gavi

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@jbboats
@nilimajumder
@derekjohnbryant
@sikecilmarmut
@bkindngood
@sudeepkhatri
@3wombats
@willseattle
@ruisaldanha

Top Tweeters in G1:
@nilimajumder
@magicdmw
@johangreg
@akramchishti2
@dementedbonxie
@nytimes
@hdmcardenadenis
@sarah07909750
@ochreblue
@shiremoorpotter

Top Tweeters in G2:
@pickooo
@sherbah46958042
@rockslashjeffry
@dmvecinal
@dwatchnews
@swirlosquirrel
@nomoreslaves
@aibexint
@vedatsamur
@reverendentity

Top Tweeters in G3:
@lizditz
@noadanioz
@veritasever
@galaxy8sgq
@johngault071
@opalescentmoon
@debrah38249436
@_mamadeb
@pumpknspicesoul
@rocza

Top Tweeters in G4:
@iam__network
@mimitexasangel
@bossycowgurl84
@deletedbymps
@seculawyer
@drmel_t
@pennewstweet
@vibiznews
@metarantz
@nuvoenergy

Top Tweeters in G5:
@yathinkn
@suthernx
@ern_malleyscrub
@17thcard
@jmarrmarr
@jaquix173
@paintsandsings
@stinginthetail
@jiangyin
@greg_marinelab

Top Tweeters in G6:
@andrewmorrisuk
@skippymanuel
@svagdis
@entwistletx
@ghengiskhan88
@flori2012
@danielcoetzee12
@qlover18
@jenninemorgan
@jackcolleton

Top Tweeters in G7:
@ruisaldanha
@ishagshafeeg
@lalojimjuarez
@letsroc137
@p_man_74
@shelovesartemis
@jyotsna2964
@sanuzici
@anas_erindra
@thornirisribbon

Top Tweeters in G8:
@derekjohnbryant
@3wombats
@telegraph
@hanneshanath
@monitor_ph
@sincerely_steff
@theatlantic
@fgh22gill
@cletus1969
@salhaj

Top Tweeters in G9:
@paulstewartii
@meeksvs
@mindlessrobot37
@hopealdridge
@gadflyquebec
@kskinnervan
@kathy73921688
@beccabluesky
@ow_my_back_
@morgana_alybaba

Top Tweeters in G10:
@iflck
@jrbkjrbk
@adunlea
@nembotavy_0101
@deuxsvelte
@visitkarte
@sharerussharing
@abc
@victoria_victo3
@_trina_maria_


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