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Youtube Coronavirus Vaccine User Search Network200 200 100 view count 2020-06-27 (experimental version)
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From:
SMRFoundation
Uploaded on:
June 27, 2020
Short Description:
coronavirus vaccine via NodeXL https://bit.ly/3dFPecb
@UCeY0bbntWzzVIaj2z3QigXg
@UCRWFSbif-RFENbBrSiez1DA
@UCN7B-QD0Qgn2boVH5Q0pOWg
@UC16niRr50-MSBwiO3YDb3RA
@UC1kDc6qgXQnyZB1ogodDnZA
@UCGYCq5bBtaGUbo9GXGWbIFw
@UCcjgPcpEV5LfgNyjEHkU30w
@UCyDG17a8jQED6VOHc5euXtg
@UCDNO4DNTmejHP9aH2vcSQNg
@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 08:52 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.


[4525] https://www.youtube.com/watch?v=
[299] https://www.youtube.com/watch?v=cbh5Utr8auk
[268] https://www.youtube.com/watch?v=3KLgz6dGWWs
[251] https://www.youtube.com/watch?v=Cti8k1Aeg0E
[202] https://www.youtube.com/watch?v=A9okbIzgOAE
[194] https://www.youtube.com/watch?v=6XZ4Lq-J8lY
[187] https://www.youtube.com/watch?v=6Km9hNRFErU
[168] https://www.youtube.com/watch?v=PM9ajv7m3f8
[165] https://www.youtube.com/watch?v=LfcKh-ZeY20
[158] https://www.youtube.com/watch?v=SSuxVwMkcpA

[683] https://www.youtube.com/watch?v=
[149] https://www.youtube.com/watch?v=PM9ajv7m3f8
[147] https://www.youtube.com/watch?v=9V7ffZC1SRg
[135] https://www.youtube.com/watch?v=QRhiEfkFLkI
[107] https://www.youtube.com/watch?v=QkdHbbDU704
[105] https://www.youtube.com/watch?v=Gy8nRSSoSEI
[88] https://www.youtube.com/watch?v=Y9KukxEt2lc
[84] https://www.youtube.com/watch?v=vj_-mo_S6z4
[67] https://www.youtube.com/watch?v=qA4IEcF_qlg
[12] https://www.youtube.com/watch?v=tqKBNQzEROc

[251] https://www.youtube.com/watch?v=
[131] https://www.youtube.com/watch?v=GlnnkEbA2WQ
[57] https://www.youtube.com/watch?v=s34SIunM1Ps
[54] https://www.youtube.com/watch?v=madB5uQFy7A
[51] https://www.youtube.com/watch?v=GbCezTBm0tM
[48] https://www.youtube.com/watch?v=lsRoz008yAE
[44] https://www.youtube.com/watch?v=WQ2xFzrQQg4
[40] https://www.youtube.com/watch?v=KC0uR-ikvBM
[38] https://www.youtube.com/watch?v=Po2JCee1fmo
[34] https://www.youtube.com/watch?v=Gd75ni9m7tQ

[135] https://www.youtube.com/watch?v=
[106] https://www.youtube.com/watch?v=B0FYLP-vk9c
[77] https://www.youtube.com/watch?v=PN69lxz6GyY
[49] https://www.youtube.com/watch?v=Mmm3NVSU630
[42] https://www.youtube.com/watch?v=QXNd5cggvuA
[40] https://www.youtube.com/watch?v=dCA6oA3OX2c
[31] https://www.youtube.com/watch?v=25HLL8CGNZI
[30] https://www.youtube.com/watch?v=1I6HUgKAZwQ
[29] https://www.youtube.com/watch?v=QUryNKrHZis
[17] https://www.youtube.com/watch?v=xhnfNipDU1A

[262] https://www.youtube.com/watch?v=
[169] https://www.youtube.com/watch?v=6XZ4Lq-J8lY
[133] https://www.youtube.com/watch?v=vlHsZOE6Evg
[123] https://www.youtube.com/watch?v=pGh__UknWYw
[51] https://www.youtube.com/watch?v=cYifK_zlv2o
[19] https://www.youtube.com/watch?v=Y9KukxEt2lc
[10] https://www.youtube.com/watch?v=PM9ajv7m3f8
[8] https://www.youtube.com/watch?v=4wPEQIsybKI
[6] https://www.youtube.com/watch?v=cOzHF_tHHr4
[5] https://www.youtube.com/watch?v=1udg15TW-KA

[244] https://www.youtube.com/watch?v=
[136] https://www.youtube.com/watch?v=7K85hMmDXy4
[117] https://www.youtube.com/watch?v=p_p9LDpq13w
[70] https://www.youtube.com/watch?v=IH78c3kvyhI
[3] https://www.youtube.com/watch?v=qD6e_4Q0SPo
[3] https://www.youtube.com/watch?v=wDTZ3uMw2eA
[2] https://www.youtube.com/watch?v=RUA_XxghA3I
[2] https://www.youtube.com/watch?v=QkdHbbDU704

[169] https://www.youtube.com/watch?v=
[142] https://www.youtube.com/watch?v=WsUFEd1_bws
[110] https://www.youtube.com/watch?v=Pl5qf7uo_7U
[37] https://www.youtube.com/watch?v=Ipddy64-Lq8
[10] https://www.youtube.com/watch?v=UEzZ6sZegso
[4] https://www.youtube.com/watch?v=BymUKDp-omQ
[3] https://www.youtube.com/watch?v=qsp6PikjDOw
[3] https://www.youtube.com/watch?v=Gy8nRSSoSEI
[3] https://www.youtube.com/watch?v=PM9ajv7m3f8
[1] https://www.youtube.com/watch?v=yHaVx-wBwH0

[299] https://www.youtube.com/watch?v=cbh5Utr8auk
[264] https://www.youtube.com/watch?v=3KLgz6dGWWs
[14] https://www.youtube.com/watch?v=
[5] https://www.youtube.com/watch?v=WQ2xFzrQQg4

[126] https://www.youtube.com/watch?v=
[102] https://www.youtube.com/watch?v=-szt0u2X0WI
[56] https://www.youtube.com/watch?v=7lvZNcB0ZAs
[41] https://www.youtube.com/watch?v=krPe-n5r9CE
[33] https://www.youtube.com/watch?v=B4RRsV8nqrc
[26] https://www.youtube.com/watch?v=a09PhAqw16A
[23] https://www.youtube.com/watch?v=aCifvImcjAY
[19] https://www.youtube.com/watch?v=R2ZETF515Ec
[13] https://www.youtube.com/watch?v=6XZ4Lq-J8lY
[12] https://www.youtube.com/watch?v=mCraxvYUdjI

[195] https://www.youtube.com/watch?v=
[128] https://www.youtube.com/watch?v=tqKBNQzEROc
[104] https://www.youtube.com/watch?v=ca9kFagAX8c
[6] https://www.youtube.com/watch?v=vj_-mo_S6z4
[3] https://www.youtube.com/watch?v=BcZ5n_257sI
[3] https://www.youtube.com/watch?v=Pl5qf7uo_7U
[2] https://www.youtube.com/watch?v=qD6e_4Q0SPo

[98] https://www.youtube.com/watch?v=bQk7SlhOis8
[85] https://www.youtube.com/watch?v=wDTZ3uMw2eA
[82] https://www.youtube.com/watch?v=
[71] https://www.youtube.com/watch?v=cOzHF_tHHr4
[45] https://www.youtube.com/watch?v=F8aueQXQ2H4
[38] https://www.youtube.com/watch?v=RUA_XxghA3I
[16] https://www.youtube.com/watch?v=TySmb2_kZj0
[4] https://www.youtube.com/watch?v=7J9hbcdsxWg
[4] https://www.youtube.com/watch?v=ZHt58N8M5vU
[2] https://www.youtube.com/watch?v=QRhiEfkFLkI

Author Description


Overall Graph Metrics
Vertices : 9244
Unique Edges : 11590
Edges With Duplicates : 3390
Total Edges : 14980
Number of Edge Types : 2
Reply : 10748
Comment : 4232
Self-Loops : 1248
Reciprocated Vertex Pair Ratio : 0.0288379257230875
Reciprocated Edge Ratio : 0.0560592198286617
Connected Components : 28
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 8240
Maximum Edges in a Connected Component : 13723
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.297241
Graph Density : 0.000140714858164151
Modularity : 0.759636
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
[24] https://youtu.be/Me4hRUFKJlo
[18] https://www.rapidconsortium.com/
[14] https://www.youtube.com/watch?v=5wHzrYtV5lw&feature=youtu.be
[12] https://youtu.be/oT6aLBBRhGA
[12] https://www.the-scientist.com/news-opinion/lab-made-coronavirus-triggers-debate-34502
[12] https://go2.thetruthaboutvaccines.com/docuseries/episode-1/
[12] https://www.youtube.com/playlist?list=PLGFBuUuyZglMir8caChHkcyyUqKe40uU6

[10] https://thelallantop.app.link/zCSsHooQSU
[10] https://patents.justia.com/inventor/paul-britton

Top URLs In Comment in G1:
[18] https://www.rapidconsortium.com/
[12] https://www.the-scientist.com/news-opinion/lab-made-coronavirus-triggers-debate-34502
[12] https://go2.thetruthaboutvaccines.com/docuseries/episode-1/
[12] https://www.youtube.com/playlist?list=PLGFBuUuyZglMir8caChHkcyyUqKe40uU6

[10] https://www.publichealth.org/public-awareness/understanding-vaccines/goes-vaccine/
[10] https://youtu.be/mE9-TrNzBLw
[10] https://beforeitsnews.com/health/2020/05/vaccine-whistleblower-new-vaccine-causes-sterility-in-97-of-women-must-see-video-3023977.html
[10] https://youtu.be/Kji5d3MOrQM
[8] https://youtu.be/JKmPVmoetm8
[8] https://youtu.be/dQw4w9WgXcQ

Top URLs In Comment in G2:
[1] https://www.youtube.com/watch?v=Po2JCee1fmo&t=0m26s


Top URLs In Comment in G3:
[8] https://youtu.be/gfbYFHGUFjI
[8] https://www.youtube.com/watch?v=Mmm3NVSU630&t=12s

[4] https://youtu.be/1Jr5Bgpntws
[4] https://m.youtube.com/watch?v=XVQ1XG6wsTg

[2] https://youtu.be/Boo9EGLd16g
[2] https://youtu.be/6GVCEHWz5vM
[2] https://www.1mg.com/online-doctor-consultation
[2] https://youtu.be/-p3q5-Rforw
[2] https://youtu.be/0MmdzckKj0w
[2] https://youtu.be/7yTfhi5ThCc

Top URLs In Comment in G4:
[14] https://www.youtube.com/watch?v=5wHzrYtV5lw&feature=youtu.be
[12] https://youtu.be/oT6aLBBRhGA
[8] https://youtu.be/-WFa4bHC0Do
[8] https://www.bitchute.com/video/IB3ijQuLkkUr/
[4] https://youtu.be/WJTOTdd0F0E
[4] https://www.youtube.com/watch?v=eNmj6Ug-a4A

[4] https://pubchem.ncbi.nlm.nih.gov/patent/US2006257852
[4] https://youtu.be/iSDasOegDy0
[4] https://www.youtube.com/watch?v=Sq8ZC0ow-CY

[4] https://www.youtube.com/watch?v=q0z_xfv0CJ8


Top URLs In Comment in G5:
[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=22m15s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=27m44s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=28m10s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=28m54s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=29m02s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=31m29s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=10m26s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=7m06s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=15m24s

[1] https://www.youtube.com/watch?v=IH78c3kvyhI&t=18m31s


Top URLs In Comment in G6:
[10] https://patents.justia.com/inventor/paul-britton
[10] https://patents.justia.com/patent/7452542
[10] https://patents.justia.com/patent/10130701
[6] https://youtu.be/FLFH6WsZu8M
[6] https://youtu.be/7wcXRKcwBE0
[4] https://youtu.be/bnmKFI2KqKg
[2] https://www.youtube.com/watch?v=--pwI4E9tsk

[2] https://youtu.be/7lMnZB2KFiw
[1] https://www.youtube.com/watch?v=Ipddy64-Lq8&t=14m19s

[1] http://succeeded.so/

Top URLs In Comment in G8:
[6] https://docs.google.com/document/d/1Xa1L9Ezof5tYQ8pBKwan5TDJqYu_M84DbYTMWDx3eWk/edit?usp=sharing
[4] https://www.facebook.com/terrencekwilliams/videos/242972897119906/2
[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
[2] https://youtu.be/BKt3dAd_0ag
[2] https://www.bitchute.com/video/H4W7FwBy0Ukh/
[2] https://youtu.be/DrAJHWZ61ns

Top URLs In Comment in G9:
[2] https://www.google.com/amp/s/productivityhub.org/2020/04/04/bill-gates-calls-for-a-digital-certificate-to-identify-who-received-covid-19-vaccine/amp/

Top URLs In Comment in G10:
[8] https://www.youtube.com/watch?v=Dx5SiS0lVf8

[2] https://youtu.be/pTwMUt_jIuU
[2] https://youtu.be/z2s56IQzsBE
[2] https://www.youtube.com/channel/UCJ-Af2Dw5kFWvcfD_cLWwHw/videos
[2] https://youtu.be/ox-gN6ULo4Q
[2] https://www.zerohedge.com/markets/china-will-be-hit-second-coronavirus-wave-november-top-shanghai-clinical-expert-warns
[2] https://www.youtube.com/watch?v=UgbK73Fvq7s
[2] https://youtu.be/NUNdJs6ba4I
[2] https://www.bitchute.com/video/MYHTpUW9KAXQ/
[2] https://amzn.to/2LWfUd6

Top Domains
Top Domains In Comment in Entire Graph:
[382] youtu.be
[314] youtube.com
[36] nih.gov
[32] wikipedia.org
[32] forbes.com
[30] justia.com
[22] bitchute.com
[18] google.com
[18] rapidconsortium.com
[16] cdc.gov

Top Domains In Comment in G1:
[106] youtu.be
[99] youtube.com
[18] rapidconsortium.com
[15] gotquestions.org
[12] cdc.gov
[12] the-scientist.com
[12] thetruthaboutvaccines.com
[10] publichealth.org
[10] beforeitsnews.com
[6] businessinsider.com

Top Domains In Comment in G2:
[1] youtube.com

Top Domains In Comment in G3:
[32] youtu.be
[17] youtube.com
[2] 1mg.com
[2] gmail.com
[1] kaha.ye
[1] aaa.eh

Top Domains In Comment in G4:
[56] youtu.be
[43] youtube.com
[8] bitchute.com
[4] nih.gov
[4] prestigelabs.com
[2] lifepetitions.com
[2] hbmag.com
[2] reuters.com
[2] wiley.com
[2] 60ghz-wireless.com

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

Top Domains In Comment in G6:
[30] justia.com
[18] youtu.be
[6] youtube.com
[1] succeeded.so
[1] gmail.com

Top Domains In Comment in G8:
[24] youtu.be
[8] youtube.com
[6] google.com
[4] facebook.com
[2] co.uk
[2] the-sun.com
[2] abc14news.com
[2] cdc.gov
[2] nih.gov
[2] bitchute.com

Top Domains In Comment in G9:
[2] google.com

Top Domains In Comment in G10:
[17] youtube.com
[8] youtu.be
[2] zerohedge.com
[2] bitchute.com
[2] amzn.to

Top Hashtags
Top Words
Top Words in Comment in Entire Graph:
[2762] vaccine
[1643] people
[1500] virus
[1350] क
[860] ह
[780] न
[777] hai
[759] vaccines
[670] र
[654] china

Top Words in Comment in G1:
[465] vaccine
[229] people
[188] virus
[163] vaccines
[75] god
[71] gates
[66] covid
[66] coronavirus
[57] trump
[55] time

Top Words in Comment in G2:
[346] क
[212] ह
[208] न
[176] स
[164] र
[161] म
[143] ल
[139] त
[136] hai
[130] य

Top Words in Comment in G3:
[422] क
[277] ह
[229] न
[218] म
[208] र
[182] ल
[174] स
[167] hai
[155] त
[154] य

Top Words in Comment in G4:
[225] vaccine
[139] people
[91] vaccines
[61] virus
[52] gates
[34] covid
[34] god
[33] anti
[29] flu
[27] time

Top Words in Comment in G5:
[88] people
[77] trump
[75] virus
[48] coronavirus
[45] vaccine
[45] cure
[32] day
[32] god
[28] 000
[23] time

Top Words in Comment in G6:
[132] china
[116] vaccine
[69] virus
[52] people
[51] patent
[44] chinese
[39] coronavirus
[33] vaccines
[31] patents
[30] justia

Top Words in Comment in G7:
[98] sir
[95] vaccine
[74] hai
[64] glad
[62] lectures
[55] virus
[47] hear
[47] benefit
[32] shomu
[27] ko

Top Words in Comment in G8:
[134] vaccine
[61] people
[51] virus
[32] coronavirus
[29] trump
[27] gates
[25] covid
[23] vaccines
[21] racist
[21] news

Top Words in Comment in G9:
[67] africa
[64] people
[63] vaccine
[39] senegal
[35] god
[32] african
[29] virus
[29] black
[28] africans
[27] china

Top Words in Comment in G10:
[81] vaccine
[63] trump
[57] people
[52] virus
[37] china
[33] january
[27] covid
[25] president
[23] 19
[21] god

Top Word Pairs
Top Word Pairs in Comment in Entire Graph:
[459] covid,19
[167] corona,virus
[134] न,क
[131] क,स
[117] क,र
[104] क,य
[85] स,न
[85] र,न
[81] रह,ह
[79] म,र

Top Word Pairs in Comment in G1:
[47] covid,19
[19] dr,fauci
[16] corona,virus
[16] people,die
[16] genghis,smith
[15] people,dying
[14] 2020,05
[14] vaccine,sterility
[12] vaccines,autism
[12] vaccines,vaccine

Top Word Pairs in Comment in G2:
[41] क,स
[34] न,क
[31] स,न
[26] ल,क
[24] क,य
[24] ल,ग
[23] व,क
[22] क,र
[21] रह,ह
[21] म,र

Top Word Pairs in Comment in G3:
[43] न,क
[42] क,र
[37] क,य
[35] क,स
[34] रह,ह
[29] र,न
[28] म,र
[24] ह,त
[23] स,न
[23] त,ह

Top Word Pairs in Comment in G4:
[22] connor,cornwall
[19] covid,19
[14] 5whzrytv5lw,feature
[12] 60,ghz
[8] fake,news
[8] anti,vaxxers
[8] bitchute,ib3ijqulkkur
[7] mark,beast
[7] silver,lining
[7] anti,vaxxer

Top Word Pairs in Comment in G5:
[16] covid,19
[13] corona,virus
[9] task,force
[9] rumford,chimpenstein
[8] trump,pence
[8] health,care
[8] enderman,plush
[8] preventive,basis
[8] 000mg,day
[8] day,silver

Top Word Pairs in Comment in G6:
[30] patents,justia
[20] paul,britton
[20] patent,10130701
[20] justia,patent
[10] corona,virus
[10] justia,inventor
[10] inventor,paul
[10] britton,patent
[10] live,attenuated
[10] attenuated,coronavirus

Top Word Pairs in Comment in G7:
[47] glad,hear
[47] hear,benefit
[47] benefit,lectures
[22] shomu,biology
[18] covid,19
[15] glad,lectures
[11] appreciating,efforts
[7] virus,ko
[7] hai,aur
[6] raha,hai

Top Word Pairs in Comment in G8:
[19] covid,19
[10] paul,miskell
[9] ernesto,mendoza
[8] 2020,04
[8] aaron,shruby
[7] virus,vaccine
[7] bulldog,jack
[6] docs,google
[6] google,document
[6] document,1xa1l9ezof5tyq8pbkwan5tdjqyu_m84dbytmwdx3ewk

Top Word Pairs in Comment in G9:
[16] covid,19
[16] black,seed
[8] nigella,sativa
[8] lee,zeo
[7] joseph,bazil
[6] hydra,dude
[6] african,countries
[6] adeoflagos,ade
[6] hadie,bah
[5] african,people

Top Word Pairs in Comment in G10:
[23] covid,19
[15] vision,delay
[9] developing,vaccine
[8] january,11
[6] corona,virus
[6] president,trump
[6] main,street
[6] cristine,morella
[6] january,12th
[5] started,developing