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coronavirus vaccine Youtube User Search Network 100 200 200 vc 2020-06-29 (experimental version)
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From:
SMRFoundation
Uploaded on:
June 29, 2020
Short Description:
coronavirus vaccine via NodeXL https://bit.ly/2YLLX73
@UCknLrEdhRCp1aegoMqRaCZg
@UCu23Wo2ypZX0utNDn74861A
@UCaXkIU1QidjPwiAYu6GcHjg
@UCupvZG-5ko_eiXAupbDfxWw
@UCclREYrAix6buRFKoJjOdrw
@UCsVBNV3iNiChiT6EzLDUZiw
@UCkyV46mb51gR3ueVNPSJWyA
@UCEAZeUIeJs0IjQiqTCdVSIg
@UC-SJ6nODDmufqBzPBwCvYvQ
@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 Monday, 29 June 2020 at 08:07 UTC.

The network was limited to 100 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.


[1574] https://www.youtube.com/watch?v=
[299] https://www.youtube.com/watch?v=cbh5Utr8auk
[202] https://www.youtube.com/watch?v=A9okbIzgOAE
[158] https://www.youtube.com/watch?v=SSuxVwMkcpA
[128] https://www.youtube.com/watch?v=RusMz-PbB9Y
[108] https://www.youtube.com/watch?v=B0FYLP-vk9c
[100] https://www.youtube.com/watch?v=aX67cDwcETU
[100] https://www.youtube.com/watch?v=bQk7SlhOis8
[92] https://www.youtube.com/watch?v=NIWnl5zLBIM
[83] https://www.youtube.com/watch?v=1udg15TW-KA

[108] https://www.youtube.com/watch?v=B0FYLP-vk9c
[68] https://www.youtube.com/watch?v=
[42] https://www.youtube.com/watch?v=dCA6oA3OX2c
[37] https://www.youtube.com/watch?v=QXNd5cggvuA
[30] https://www.youtube.com/watch?v=1I6HUgKAZwQ
[30] https://www.youtube.com/watch?v=25HLL8CGNZI
[29] https://www.youtube.com/watch?v=QUryNKrHZis
[23] https://www.youtube.com/watch?v=trfTaMbMsf4
[16] https://www.youtube.com/watch?v=xhnfNipDU1A
[11] https://www.youtube.com/watch?v=xqjlgVDlR8g

[98] https://www.youtube.com/watch?v=bQk7SlhOis8
[79] https://www.youtube.com/watch?v=cOzHF_tHHr4
[77] https://www.youtube.com/watch?v=
[52] https://www.youtube.com/watch?v=ZrWAqpPGAxQ
[46] https://www.youtube.com/watch?v=F8aueQXQ2H4
[39] https://www.youtube.com/watch?v=RUA_XxghA3I
[16] https://www.youtube.com/watch?v=TySmb2_kZj0
[2] https://www.youtube.com/watch?v=ipaP5zTVKKU

[201] https://www.youtube.com/watch?v=A9okbIzgOAE
[193] https://www.youtube.com/watch?v=

[117] https://www.youtube.com/watch?v=RusMz-PbB9Y
[73] https://www.youtube.com/watch?v=XVe_TwLo76Y
[28] https://www.youtube.com/watch?v=x9532waiGcE
[20] https://www.youtube.com/watch?v=
[1] https://www.youtube.com/watch?v=krPe-n5r9CE

[200] https://www.youtube.com/watch?v=
[29] https://www.youtube.com/watch?v=tTj5ejaIUzo

[172] https://www.youtube.com/watch?v=
[7] https://www.youtube.com/watch?v=C5b-jSjND48

[92] https://www.youtube.com/watch?v=NIWnl5zLBIM
[50] https://www.youtube.com/watch?v=qD6e_4Q0SPo
[49] https://www.youtube.com/watch?v=
[35] https://www.youtube.com/watch?v=V_GxirntkwU
[3] https://www.youtube.com/watch?v=Pj_UsNsT0EA
[1] https://www.youtube.com/watch?v=krPe-n5r9CE

[298] https://www.youtube.com/watch?v=cbh5Utr8auk
[14] https://www.youtube.com/watch?v=

[63] https://www.youtube.com/watch?v=
[43] https://www.youtube.com/watch?v=4r8yONcMxEo
[30] https://www.youtube.com/watch?v=IhSq_sGtSdU
[5] https://www.youtube.com/watch?v=_Z-cJOwfgLw
[4] https://www.youtube.com/watch?v=L3q2HvTQ4PE

[48] https://www.youtube.com/watch?v=
[45] https://www.youtube.com/watch?v=krPe-n5r9CE
[27] https://www.youtube.com/watch?v=aCifvImcjAY
[26] https://www.youtube.com/watch?v=a09PhAqw16A
[24] https://www.youtube.com/watch?v=R2ZETF515Ec
[12] https://www.youtube.com/watch?v=mCraxvYUdjI
[2] https://www.youtube.com/watch?v=bQk7SlhOis8
[1] https://www.youtube.com/watch?v=QMzy_EB62OM

Author Description


Overall Graph Metrics
Vertices : 3487
Unique Edges : 4105
Edges With Duplicates : 1070
Total Edges : 5175
Number of Edge Types : 2
Comment : 1509
Reply : 3666
Self-Loops : 435
Reciprocated Vertex Pair Ratio : 0.0451146560319043
Reciprocated Edge Ratio : 0.0863343668018125
Connected Components : 32
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1263
Maximum Edges in a Connected Component : 2018
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.616798
Graph Density : 0.000344941567244026
Modularity : 0.772255
NodeXL Version : 1.0.1.437

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs In Comment in Entire Graph:
[32] https://www.forbes.com/sites/brucejapsen/2020/06/02/fauci-modernas-phase-3-covid-19-vaccine-trial-will-include-30000-young-and-old-individuals/#ce96cdd4f753
[8] https://youtu.be/gfbYFHGUFjI
[8] https://www.youtube.com/watch?v=Mmm3NVSU630&t=12s

[8] https://thelallantop.app.link/zCSsHooQSU
[8] https://www.youtube.com/watch?v=Dx5SiS0lVf8

[6] https://youtu.be/HWHae2qi1WE
[6] https://youtu.be/IYaPudnB2zY
[6] https://civilianintelligencenetwork.ca/2020/02/12/george-soros-bill-gates-partner-with-china-on-coronavirus-drug/
[6] https://www.youtube.com/watch?v=usyQgPU-VrI&t=47s

[4] https://www.jimmunol.org/content/181/9/6337.long

Top URLs In Comment in G1:
[8] https://youtu.be/gfbYFHGUFjI
[8] https://www.youtube.com/watch?v=Mmm3NVSU630&t=12s

[4] https://youtu.be/1Jr5Bgpntws
[2] https://youtu.be/Boo9EGLd16g
[2] https://youtu.be/6GVCEHWz5vM
[2] https://youtu.be/-p3q5-Rforw
[2] https://youtu.be/0MmdzckKj0w
[2] https://youtu.be/7yTfhi5ThCc
[2] https://youtu.be/lzLJAs2RXzo
[2] https://youtu.be/OWa2aqDfZX8

Top URLs In Comment in G2:
[8] https://www.youtube.com/watch?v=Dx5SiS0lVf8

[2] https://youtu.be/pTwMUt_jIuU
[2] https://youtu.be/z2s56IQzsBE
[2] https://www.worldometers.info/coronavirus/country/us/
[2] https://www.cdc.gov/flu/about/burden/preliminary-in-season-estimates.htm
[2] https://i.insider.com/5e5f36d9fee23d54ca6d1ff2?width=1668
[2] https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200401-sitrep-72-covid-19.pdf?sfvrsn=3dd8971b_2
[2] https://youtu.be/2wuMkShZ42o
[2] https://www.youtube.com/watch?v=5snzKNXP-S8

[2] https://www.youtube.com/channel/UCJ-Af2Dw5kFWvcfD_cLWwHw/videos

Top URLs In Comment in G3:
[2] https://www.who.int/docs/default-source/coronaviruse/who-china-joint-mission-on-covid-19-final-report.pdf
[2] https://www.journalofhospitalinfection.com/article/S0195-6701(20)30046-3/fulltext
[2] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/advice-for-public/myth-busters
[1] https://www.youtube.com/watch?v=A9okbIzgOAE&t=2m12s

[1] https://www.youtube.com/watch?v=A9okbIzgOAE&t=3m44s

[1] https://www.youtube.com/watch?v=A9okbIzgOAE&t=2m38s


Top URLs In Comment in G4:
[1] https://www.youtube.com/watch?v=RusMz-PbB9Y&t=5m00s

[1] http://lemonforhealth.ddns.net/

Top URLs In Comment in G5:
[2] https://youtu.be/0cec9z5ISD0
[2] https://youtu.be/3ojdaGgAwy8
[2] https://youtu.be/EGTfEUnaQXM
[2] https://youtu.be/Ekof4KfyqVg
[2] https://youtu.be/m5fhVNimm9U
[2] https://youtu.be/iMef0RvBQPE
[2] https://youtu.be/-Uu6Hdqv8eg
[2] https://www.youtube.com/watch?v=sszMEbOErA4&list=PLIRiI5_2N-IW12jR9BuXE_KCmqOpG2VmS

[1] https://www.youtube.com/watch?v=tTj5ejaIUzo&t=9m41s


Top URLs In Comment in G6:
[2] http://learnatearn.com/
[1] http://www.youtube.com/results?search_query=%23Lockdown
[1] http://www.youtube.com/results?search_query=%23Pushpatandan
[1] http://www.youtube.com/results?search_query=%23loveislam92

Top URLs In Comment in G7:
[32] https://www.forbes.com/sites/brucejapsen/2020/06/02/fauci-modernas-phase-3-covid-19-vaccine-trial-will-include-30000-young-and-old-individuals/#ce96cdd4f753
[6] https://www.youtube.com/watch?v=usyQgPU-VrI&t=47s

[2] https://en.m.wikipedia.org/wiki/Idaho
[2] https://en.m.wikipedia.org/wiki/Sailor
[2] https://en.m.wikipedia.org/wiki/Navy
[2] https://en.m.wikipedia.org/wiki/Italy
[2] https://en.m.wikipedia.org/wiki/List_of_presidents_of_the_United_States
[2] https://en.m.wikipedia.org/wiki/Amsterdam
[2] https://en.m.wikipedia.org/wiki/Jesus
[2] https://youtu.be/Cx4GvzjRMx8

Top URLs In Comment in G9:
[8] https://thelallantop.app.link/zCSsHooQSU
[4] https://youtu.be/ogyx65XK35c
[2] https://youtu.be/bi3syBSjDKU
[2] https://youtu.be/FrOawvBm1j4
[2] https://youtu.be/IkSFlTlltXg
[2] https://youtu.be/iPeXWfzOESY
[1] http://www.youtube.com/results?search_query=%23%E0%A4%97
[1] http://www.youtube.com/results?search_query=%23lallantop

Top URLs In Comment in G10:
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6121585/pdf/ijerph-15-01755.pdf
[2] https://www.politifact.com/who-pays-for-politifact/
[2] https://africacheck.org/about-us/our-partners/
[2] https://youtu.be/0-FQbhkWYuY
[2] https://www.dailymail.co.uk/news/article-8233119/Top-coronavirus-researcher-tweeted-doctors-let-blacks-die-COVID-19.html
[2] https://www.the-sun.com/news/701153/coronavirus-scientist-suggests-pandemic-is-genocide/
[2] https://abc14news.com/2020/04/17/lead-nih-coronavirus-researcher-suggested-pandemic-could-be-genocide-said-doctors-would-let-blacks-die/
[2] https://www.cdc.gov/flu/prevent/how-fluvaccine-made.htm#recombinant
[2] https://www.niaid.nih.gov/diseases-conditions/influenza-vaccine-production-and-design
[1] https://www.youtube.com/watch?v=R2ZETF515Ec&t=0m51s


Top Domains
Top Domains In Comment in Entire Graph:
[128] youtu.be
[86] youtube.com
[32] forbes.com
[20] nih.gov
[18] wikipedia.org
[10] google.com
[8] reuters.com
[8] cdc.gov
[8] app.link
[6] who.int

Top Domains In Comment in G1:
[26] youtu.be
[13] youtube.com
[2] gmail.com
[1] kaha.ye
[1] aaa.eh

Top Domains In Comment in G2:
[18] youtube.com
[10] youtu.be
[2] worldometers.info
[2] cdc.gov
[2] insider.com
[2] who.int
[2] zerohedge.com
[2] bitchute.com

Top Domains In Comment in G3:
[4] who.int
[3] youtube.com
[2] journalofhospitalinfection.com

Top Domains In Comment in G4:
[1] youtube.com
[1] ddns.net

Top Domains In Comment in G5:
[14] youtu.be
[3] youtube.com

Top Domains In Comment in G6:
[3] youtube.com
[2] learnatearn.com

Top Domains In Comment in G7:
[32] forbes.com
[14] wikipedia.org
[7] youtube.com
[4] youtu.be

Top Domains In Comment in G9:
[12] youtu.be
[8] app.link
[2] youtube.com

Top Domains In Comment in G10:
[4] nih.gov
[2] politifact.com
[2] africacheck.org
[2] youtu.be
[2] co.uk
[2] the-sun.com
[2] abc14news.com
[2] cdc.gov
[1] youtube.com
[1] bbc.com

Top Hashtags
Top Words
Top Words in Comment in Entire Graph:
[784] vaccine
[756] क
[509] virus
[505] people
[501] ह
[451] न
[405] र
[370] म
[351] hai
[347] त

Top Words in Comment in G1:
[350] क
[229] ह
[191] न
[172] र
[163] म
[155] स
[137] य
[132] ल
[130] त
[115] hai

Top Words in Comment in G2:
[74] vaccine
[64] people
[58] virus
[47] trump
[25] covid
[25] flu
[24] vaccines
[22] 19
[21] china
[20] news

Top Words in Comment in G3:
[69] people
[56] virus
[49] vaccine
[45] china
[22] cure
[21] coronavirus
[20] eat
[20] god
[16] biomagica
[16] boomer

Top Words in Comment in G4:
[77] vaccine
[33] virus
[27] vaccines
[25] people
[19] cure
[15] immune
[12] scientists
[10] time
[9] god
[8] coronavirus

Top Words in Comment in G5:
[214] и
[133] в
[128] не
[78] на
[76] что
[72] а
[57] это
[48] как
[45] с
[44] то

Top Words in Comment in G6:
[38] hai
[32] bhai
[28] क
[25] र
[22] ह
[21] kya
[19] म
[18] virus
[17] aur
[17] ka

Top Words in Comment in G7:
[73] vaccine
[41] covid
[40] 19
[37] people
[36] 2020
[32] forbes
[32] sites
[32] brucejapsen
[32] 06
[32] 02

Top Words in Comment in G8:
[58] sir
[39] virus
[36] hai
[35] glad
[35] lectures
[32] vaccine
[24] hear
[24] benefit
[20] shomu
[19] antibodies

Top Words in Comment in G9:
[41] hai
[32] क
[29] virus
[25] bhi
[21] ल
[21] ka
[19] द
[19] ko
[17] र
[17] न

Top Words in Comment in G10:
[46] vaccine
[25] virus
[24] trump
[21] people
[20] racist
[12] gates
[11] paul
[10] covid
[10] ernesto
[10] miskell

Top Word Pairs
Top Word Pairs in Comment in Entire Graph:
[182] covid,19
[75] न,क
[70] क,र
[64] क,य
[63] क,स
[55] र,न
[54] corona,virus
[48] रह,ह
[46] म,र
[41] ह,त

Top Word Pairs in Comment in G1:
[35] न,क
[34] क,र
[33] क,य
[32] क,स
[29] रह,ह
[27] र,न
[21] स,न
[21] ह,त
[20] त,ह
[19] म,र

Top Word Pairs in Comment in G2:
[21] covid,19
[15] vision,delay
[7] corona,virus
[6] main,street
[6] cristine,morella
[5] seasonal,flu
[5] president,trump
[5] people,die
[5] dead,virus
[4] people,infected

Top Word Pairs in Comment in G3:
[9] covid,19
[7] stay,safe
[7] corona,virus
[6] china,recovering
[6] toilet,paper
[5] knight,girl
[5] girl,juggler
[4] fake,news
[4] wild,animals
[4] ehsan,mohammad

Top Word Pairs in Comment in G4:
[5] covid,19
[4] vaccine,developed
[3] vaccines,viruses
[3] vaccine,cure
[3] people,vaccine
[3] people,die
[3] reamann,macbiatiagh
[3] developing,vaccine
[3] healthy,people
[2] scientists,retrieve

Top Word Pairs in Comment in G5:
[8] npc,#52700000389
[8] совесть,не
[8] не,спит
[6] это,не
[6] и,в
[6] того,что
[6] том,что
[6] и,их
[6] и,не
[5] то,что

Top Word Pairs in Comment in G6:
[11] क,र
[8] म,क
[6] र,न
[4] corona,virus
[4] व,द
[4] logon,ko
[4] पत,त
[4] दव,ई
[4] ई,क
[4] र,प

Top Word Pairs in Comment in G7:
[40] covid,19
[32] forbes,sites
[32] sites,brucejapsen
[32] brucejapsen,2020
[32] 2020,06
[32] 06,02
[32] 02,fauci
[32] fauci,modernas
[32] modernas,phase
[32] phase,covid

Top Word Pairs in Comment in G8:
[24] glad,hear
[24] hear,benefit
[24] benefit,lectures
[14] shomu,biology
[11] glad,lectures
[6] plasma,therapy
[6] covid,19
[5] virus,ko
[5] corona,virus
[4] hota,hai

Top Word Pairs in Comment in G9:
[8] thelallantop,app
[8] app,link
[8] link,zcsshooqsu
[4] द,लल
[4] लल,लनट
[4] लनट,प
[4] प,क
[4] क,ऐ
[4] ऐ,ड
[4] ड,र

Top Word Pairs in Comment in G10:
[10] paul,miskell
[9] ernesto,mendoza
[8] aaron,shruby
[7] covid,19
[4] racist,racist
[4] coronavirus,researcher
[4] doctors,blacks
[4] blacks,die
[4] pandemic,genocide
[4] running,country


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