coronavirus vaccine, YouTube, 6/27/2020 8:40:24 AM, 229962


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Youtube Coronavirus Vaccine User Search Network 200 200 100 relevance 2020-06-27
Youtube Coronavirus Vaccine User Search Network 200 200 100 relevance 2020-06-27
From:
SMRFoundation
Uploaded on:
June 27, 2020
Short Description:
coronavirus vaccine via NodeXL https://bit.ly/2VEqR8H
@UCeY0bbntWzzVIaj2z3QigXg
@UCm7lHFkt2yB_WzL67aruVBQ
@UCEPMCywJ6FPZpQ_aPEZt5JA
@UCsGtxtpLr3i-_lghyxXWsxw
@UCu23Wo2ypZX0utNDn74861A
@UCg5NJ6aQFldACoa6N6UIkYw
@UCEAZeUIeJs0IjQiqTCdVSIg
@UCAQL5iL_okwrlrcyjdEZpzQ
@UChDKyKQ59fYz3JO2fl0Z6sg
@U

Description:
Description
The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "coronavirus vaccine". The network was obtained from YouTube on Saturday, 27 June 2020 at 07:30 UTC.

The network was limited to 200 videos.

There is an edge for each user who comented an a video. There is an edge for each user who replied to a comment.

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.


[1764] https://www.youtube.com/watch?v=
[302] https://www.youtube.com/watch?v=cbh5Utr8auk
[286] https://www.youtube.com/watch?v=lF4RRwjJm_M
[273] https://www.youtube.com/watch?v=XHVh60NkA8U
[268] https://www.youtube.com/watch?v=3KLgz6dGWWs
[261] https://www.youtube.com/watch?v=YO-OgoNlXAc
[243] https://www.youtube.com/watch?v=l1uvNaNy3DY
[173] https://www.youtube.com/watch?v=OhZtvNHjWjw
[165] https://www.youtube.com/watch?v=LfcKh-ZeY20
[141] https://www.youtube.com/watch?v=juolNnmdISg

[538] https://www.youtube.com/watch?v=
[248] https://www.youtube.com/watch?v=lF4RRwjJm_M
[155] https://www.youtube.com/watch?v=OhZtvNHjWjw
[79] https://www.youtube.com/watch?v=yzN3IotKi0k
[53] https://www.youtube.com/watch?v=jjZgIQJ_eK0
[23] https://www.youtube.com/watch?v=2z1XMf5al9E
[2] https://www.youtube.com/watch?v=co8NVGiH5Sg
[2] https://www.youtube.com/watch?v=juolNnmdISg
[1] https://www.youtube.com/watch?v=6uCVccQA_Wg
[1] https://www.youtube.com/watch?v=xqz5jORgRZA

[301] https://www.youtube.com/watch?v=cbh5Utr8auk
[273] https://www.youtube.com/watch?v=XHVh60NkA8U
[267] https://www.youtube.com/watch?v=3KLgz6dGWWs
[1] https://www.youtube.com/watch?v=

[285] https://www.youtube.com/watch?v=
[115] https://www.youtube.com/watch?v=nFhPKZVfLaA
[108] https://www.youtube.com/watch?v=juolNnmdISg
[66] https://www.youtube.com/watch?v=NY_9cAhscQ4
[31] https://www.youtube.com/watch?v=lF4RRwjJm_M
[9] https://www.youtube.com/watch?v=l1uvNaNy3DY
[8] https://www.youtube.com/watch?v=OhZtvNHjWjw
[3] https://www.youtube.com/watch?v=BBT4uR-KGDA
[2] https://www.youtube.com/watch?v=Z_DYxUaFtRY
[2] https://www.youtube.com/watch?v=psTBti2WVwo

[260] https://www.youtube.com/watch?v=YO-OgoNlXAc
[248] https://www.youtube.com/watch?v=
[11] https://www.youtube.com/watch?v=Js47nziGJb8
[8] https://www.youtube.com/watch?v=juolNnmdISg
[1] https://www.youtube.com/watch?v=hWNvahmw3iQ
[1] https://www.youtube.com/watch?v=lF4RRwjJm_M
[1] https://www.youtube.com/watch?v=DNunrPYQ51k

[227] https://www.youtube.com/watch?v=l1uvNaNy3DY
[169] https://www.youtube.com/watch?v=
[3] https://www.youtube.com/watch?v=dY1XMcPG9QA

[164] https://www.youtube.com/watch?v=LfcKh-ZeY20
[53] https://www.youtube.com/watch?v=
[1] https://www.youtube.com/watch?v=l1uvNaNy3DY
[1] https://www.youtube.com/watch?v=nFhPKZVfLaA
[1] https://www.youtube.com/watch?v=NLx4Z3zCWcg
[1] https://www.youtube.com/watch?v=GpGzHK9IJXs
[1] https://www.youtube.com/watch?v=WGCgNEhtAE4

[70] https://www.youtube.com/watch?v=Y13-HG5cIMI
[51] https://www.youtube.com/watch?v=
[21] https://www.youtube.com/watch?v=Y76m1KRj-UU
[10] https://www.youtube.com/watch?v=psTBti2WVwo
[9] https://www.youtube.com/watch?v=BBT4uR-KGDA
[8] https://www.youtube.com/watch?v=dY1XMcPG9QA
[4] https://www.youtube.com/watch?v=OhZtvNHjWjw
[3] https://www.youtube.com/watch?v=8eh2ydSoaVk
[3] https://www.youtube.com/watch?v=l1uvNaNy3DY
[2] https://www.youtube.com/watch?v=6uCVccQA_Wg

[73] https://www.youtube.com/watch?v=QnGqQx-EA4g
[68] https://www.youtube.com/watch?v=
[26] https://www.youtube.com/watch?v=6uCVccQA_Wg
[18] https://www.youtube.com/watch?v=co8NVGiH5Sg
[6] https://www.youtube.com/watch?v=Y13-HG5cIMI
[3] https://www.youtube.com/watch?v=bazFR9T9NBA
[2] https://www.youtube.com/watch?v=juolNnmdISg
[1] https://www.youtube.com/watch?v=2z1XMf5al9E
[1] https://www.youtube.com/watch?v=l1uvNaNy3DY

[132] https://www.youtube.com/watch?v=-ZTD1eLrB6I
[92] https://www.youtube.com/watch?v=
[13] https://www.youtube.com/watch?v=juolNnmdISg
[9] https://www.youtube.com/watch?v=VwZFkMlUQGs
[2] https://www.youtube.com/watch?v=lF4RRwjJm_M
[1] https://www.youtube.com/watch?v=bazFR9T9NBA
[1] https://www.youtube.com/watch?v=DNunrPYQ51k

[92] https://www.youtube.com/watch?v=bazFR9T9NBA
[38] https://www.youtube.com/watch?v=r5yw9S3X7m4
[7] https://www.youtube.com/watch?v=
[5] https://www.youtube.com/watch?v=Js47nziGJb8
[2] https://www.youtube.com/watch?v=co8NVGiH5Sg
[2] https://www.youtube.com/watch?v=hy-sFzcC-ic
[1] https://www.youtube.com/watch?v=YO-OgoNlXAc
[1] https://www.youtube.com/watch?v=8eh2ydSoaVk

Author Description


Overall Graph Metrics
Vertices : 2505
Unique Edges : 3852
Edges With Duplicates : 1500
Total Edges : 5352
Number of Edge Types : 2
Comment : 1380
Reply : 3972
Self-Loops : 453
Reciprocated Vertex Pair Ratio : 0.0990018883193957
Reciprocated Edge Ratio : 0.180166912125675
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 2461
Maximum Edges in a Connected Component : 5291
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 7.235214
Graph Density : 0.000649499722599529
Modularity : 0.634407
NodeXL Version : 1.0.1.437

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs In Comment in Entire Graph:
[18] https://youtu.be/Me4hRUFKJlo
[8] https://www.youtube.com/watch?v=PWzbArPgo-o

[8] https://www.msn.com/en-us/health/medical/coronavirus-fact-check-hospitals-get-paid-more-if-patients-listed-as-covid-19-on-ventilators/ar-BB13k9pc)
[8] https://www.globalresearch.ca/monsanto-controls-both-the-white-house-and-the-us-congress/5336422
[8] https://www.pbs.org/newshour/politics/harvard-professor-charged-with-hiding-china-ties
[8] https://www.npr.org/2020/01/28/800442646/acclaimed-harvard-scientist-is-arrested-accused-of-lying-about-ties-to-china
[8] https://www.justice.gov/opa/pr/harvard-university-professor-and-two-chinese-nationals-charged-three-separate-china-related
[8] https://www.factcheck.org/2020/02/no-link-between-harvard-scientist-charles-lieber-and-coronavirus/
[8] https://www.cdc.gov/vaccines/imz-managers/guides-pubs/downloads/vacc_mandates_chptr13.pdf
[8] https://www.health.com/condition/infectious-diseases/coronavirus/herd-immunity

Top URLs In Comment in G1:
[18] https://youtu.be/Me4hRUFKJlo
[6] https://youtu.be/g3FaRXqTBVc
[4] https://youtu.be/NGiqAaLxP6M
[4] http://www.icd9data.com/2015/Volume1/800-999/960-979/979/default.htm
[2] https://www.5gspaceappeal.org/the-appeal
[2] https://www.sciencedirect.com/science/article/pii/S0264410X19313647
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3209347/
[2] http://www.youtube.com/results?search_query=%23iamlegend
[2] https://www.businessinsider.com/south-korea-coronavirus-testing-death-rate-2020-3
[2] https://thehill.com/policy/healthcare/487625-fauci-possibly-a-few-months-until-life-gets-back-to-normal

Top URLs In Comment in G3:
[2] https://www.bbc.co.uk/news/stories-52731624
[2] https://pubmed.ncbi.nlm.nih.gov/2260220/
[2] https://www.isglobal.org/en_GB/healthisglobal/-/custom-blog-portlet/como-desmontar-cientificamente-los-4-principales-argumentos-antivacunas/3098670/0
[2] https://www.politifact.com/factchecks/2020/apr/23/facebook-posts/anti-vaxxers-spread-conspiracy-about-bill-gates-an/
[2] https://www.sciencealert.com/just-a-few-antivaxxers-can-triple-annual-disease-rates-new-study-shows

Top URLs In Comment in G4:
[8] https://www.youtube.com/watch?v=PWzbArPgo-o

[8] https://www.msn.com/en-us/health/medical/coronavirus-fact-check-hospitals-get-paid-more-if-patients-listed-as-covid-19-on-ventilators/ar-BB13k9pc)
[8] https://www.globalresearch.ca/monsanto-controls-both-the-white-house-and-the-us-congress/5336422
[8] https://www.pbs.org/newshour/politics/harvard-professor-charged-with-hiding-china-ties
[8] https://www.npr.org/2020/01/28/800442646/acclaimed-harvard-scientist-is-arrested-accused-of-lying-about-ties-to-china
[8] https://www.justice.gov/opa/pr/harvard-university-professor-and-two-chinese-nationals-charged-three-separate-china-related
[8] https://www.factcheck.org/2020/02/no-link-between-harvard-scientist-charles-lieber-and-coronavirus/
[8] https://www.cdc.gov/vaccines/imz-managers/guides-pubs/downloads/vacc_mandates_chptr13.pdf
[8] https://www.health.com/condition/infectious-diseases/coronavirus/herd-immunity
[8] https://www.health.com/condition/infectious-diseases/active-vs-passive-immunity

Top URLs In Comment in G5:
[1] https://www.youtube.com/watch?v=l1uvNaNy3DY&t=00m42s


Top URLs In Comment in G6:
[2] https://www.youtube.com/watch?v=-R8xlr7pjgI

[2] https://www.youtube.com/watch?v=hMH6hfwp__8

[2] https://www.youtube.com/watch?v=pnbB1KIZy8Y

[2] https://www.amandablain.com/bill-gates-covid-19-5g-and-id2020-conspiracy-explained/
[2] https://alivechemicals.blogspot.com/2020/03/acids-and-bases-keeping-us-alive.html
[2] https://youtu.be/IVMJu9wswMc
[2] https://www.youtube.com/watch?v=EPI670Gx0mg&feature=youtu.be&fbclid=IwAR1vhzq9lRCjcE4auyDVBg2KFx-LrNMTG1B_EH9TqAU8Tf1vpEwffBvDIpc
[2] https://youtu.be/rWNvXMWUmXU
[2] https://www.ted.com/talks/ethan_lindenberger_why_we_need_to_fight_misinformation_about_vaccines/up-next?language=en#t-108563
[2] https://m.youtube.com/watch?v=dFczfwW99kU&t=814s

Top URLs In Comment in G7:
[6] https://youtu.be/dC_lZLzCrOI
[4] https://youtu.be/Luy_xboZNy4
[2] https://youtu.be/BA6LdJ_7NpE
[2] https://www.rt.com/russia/492252-russian-scientists-covid19-vaccine-tested/
[2] http://redstar.ru/pobeda-nad-covid-19-dostigaetsya-soobshha/?attempt=1
[1] http://eyes.do/
[1] http://vaxxed2.com/
[1] http://banned.video/
[1] http://nomorefakenews.com/

Top URLs In Comment in G8:
[2] https://youtu.be/IGJjE6a0Nxc
[1] http://centres.social/
[1] https://www.youtube.com/watch?v=QnGqQx-EA4g&t=05m40s

[1] http://www.youtube.com/results?search_query=%23staysafe
[1] http://www.youtube.com/results?search_query=%23stay
[1] http://www.youtube.com/results?search_query=%23stayhealthy
[1] https://www.youtube.com/watch?v=QnGqQx-EA4g&t=0m06s


Top URLs In Comment in G10:
[2] https://youtu.be/0p0qXvgsc4g

Top Domains
Top Domains In Comment in Entire Graph:
[128] youtube.com
[82] youtu.be
[54] nih.gov
[16] health.com
[14] cdc.gov
[12] factcheck.org
[12] gov.au
[10] google.com
[8] msn.com
[8] globalresearch.ca

Top Domains In Comment in G1:
[50] youtu.be
[12] gov.au
[9] youtube.com
[4] icd9data.com
[2] 5gspaceappeal.org
[2] sciencedirect.com
[2] nih.gov
[2] businessinsider.com
[2] thehill.com
[2] centerforhealthsecurity.org

Top Domains In Comment in G3:
[2] co.uk
[2] nih.gov
[2] isglobal.org
[2] politifact.com
[2] sciencealert.com

Top Domains In Comment in G4:
[72] youtube.com
[16] health.com
[12] factcheck.org
[10] cdc.gov
[10] google.com
[8] msn.com
[8] globalresearch.ca
[8] pbs.org
[8] npr.org
[8] justice.gov

Top Domains In Comment in G5:
[1] youtube.com

Top Domains In Comment in G6:
[16] youtube.com
[4] youtu.be
[2] amandablain.com
[2] blogspot.com
[2] ted.com
[2] londonreal.tv

Top Domains In Comment in G7:
[12] youtu.be
[2] rt.com
[2] redstar.ru
[1] eyes.do
[1] vaxxed2.com
[1] banned.video
[1] nomorefakenews.com

Top Domains In Comment in G8:
[5] youtube.com
[2] youtu.be
[1] centres.social

Top Domains In Comment in G10:
[2] youtu.be

Top Hashtags
Top Words
Top Words in Comment in Entire Graph:
[1266] vaccine
[750] people
[527] virus
[490] vaccines
[284] covid
[249] time
[229] china
[209] flu
[198] gates
[188] 19

Top Words in Comment in G1:
[299] vaccine
[225] people
[131] vaccines
[96] virus
[80] vaccinated
[62] time
[62] anti
[57] flu
[52] mark
[50] safe

Top Words in Comment in G2:
[145] sir
[129] vaccine
[99] lectures
[98] glad
[79] virus
[73] hear
[73] benefit
[62] hai
[54] shomu
[46] biology

Top Words in Comment in G3:
[125] vaccine
[64] people
[62] anti
[60] vaccines
[52] gates
[40] virus
[34] vaxxers
[25] lol
[21] fake
[21] covid

Top Words in Comment in G4:
[125] china
[94] vaccine
[88] people
[61] yo
[61] ogonlxac
[60] covid
[56] 19
[49] virus
[45] time
[37] flu

Top Words in Comment in G5:
[66] vaccine
[58] people
[52] trump
[34] fauci
[33] flu
[33] virus
[30] gates
[26] universe
[25] time
[23] vaccines

Top Words in Comment in G6:
[46] vaccine
[40] people
[23] virus
[21] god
[21] vaccines
[17] china
[16] lol
[13] conspiracy
[12] money
[12] immune

Top Words in Comment in G7:
[50] vaccine
[27] virus
[17] people
[15] vaccines
[12] masks
[11] covid
[9] mask
[7] moderna
[6] theories
[6] msm

Top Words in Comment in G8:
[72] vaccine
[44] people
[25] africa
[23] virus
[14] black
[14] vaccines
[12] south
[12] covid
[11] china
[11] testing

Top Words in Comment in G9:
[65] vaccine
[35] people
[32] vaccines
[23] virus
[22] gates
[21] flu
[20] government
[20] mcg
[13] covid
[12] david

Top Words in Comment in G10:
[38] vaccine
[26] people
[21] virus
[10] mask
[10] coronavirus
[10] person
[9] vaccines
[9] immune
[9] hospital
[8] covid

Top Word Pairs
Top Word Pairs in Comment in Entire Graph:
[175] covid,19
[73] glad,hear
[73] hear,benefit
[73] benefit,lectures
[62] anti,vaxxers
[61] yo,ogonlxac
[52] corona,virus
[46] ncbi,nlm
[46] nlm,nih
[44] shomu,biology

Top Word Pairs in Comment in G1:
[23] time,wake
[22] axel,lea
[21] anti,vaxxers
[20] death,rate
[16] herd,immunity
[16] anti,vaxxer
[15] onions,layers
[14] covid,19
[13] people,vaccinated
[13] flu,shot

Top Word Pairs in Comment in G2:
[73] glad,hear
[73] hear,benefit
[73] benefit,lectures
[43] shomu,biology
[23] glad,lectures
[23] covid,19
[16] appreciating,efforts
[10] lectures,share
[10] plasma,therapy
[8] corona,virus

Top Word Pairs in Comment in G3:
[34] anti,vaxxers
[15] anti,vaxxer
[13] covid,19
[8] shut,karen
[7] millions,people
[7] conspiracy,theories
[7] herd,immunity
[7] 500,000
[7] tom,life
[7] life,amazing

Top Word Pairs in Comment in G4:
[61] yo,ogonlxac
[52] covid,19
[10] stacie,meier
[8] time,money
[8] swab,yo
[8] cell,count
[8] markers,inflammation
[8] garden,variety
[8] msn,en
[8] en,health

Top Word Pairs in Comment in G5:
[12] lmao,swinty
[9] wearing,masks
[7] bxxdxx,hoodoo
[7] matter,energy
[6] covid,19
[6] jose,velasco
[5] common,cold
[5] sars,cov
[5] jesus,christ
[5] corona,virus

Top Word Pairs in Comment in G6:
[9] covid,19
[8] conspiracy,theorists
[6] god,bless
[4] day,conspiracy
[4] theorists,question
[4] richer,happier
[4] happier,live
[4] live,conspiracy
[4] mark,beast
[3] homeopathic,vaccine

Top Word Pairs in Comment in G7:
[6] covid,19
[4] toshi,k2
[4] lucinda,lewis
[3] functions,plastic
[3] plastic,fan
[3] dollar,tree
[3] crazy,theories
[3] red,flags
[3] 100,000
[3] create,vaccine

Top Word Pairs in Comment in G8:
[8] black,people
[7] south,africa
[5] phanda,panda
[4] die,vaccine
[4] vaccine,trials
[3] south,africans
[3] matthew,johnson
[3] vaccine,idiots
[3] created,virus
[3] covid,19

Top Word Pairs in Comment in G9:
[11] david,barlow
[9] covid,19
[6] john,balladear
[6] grioghair,macgrioghair
[5] flu,vaccine
[5] imperial,college
[5] vaccine,vaccine
[5] ewan,macdonald
[5] unknown,amounts
[4] college,london

Top Word Pairs in Comment in G10:
[8] wear,mask
[5] mask,wear
[4] social,distancing
[3] fake,news
[3] takes,time
[3] common,cold
[3] chinese,government
[2] anti,vaxxer
[2] rat,tail
[2] tail,feel