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covid disinformation YouTube Users 100date-500-100 2022-07-01 (experimental version)
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From:
SMRFoundation
Uploaded on:
July 01, 2022
Short Description:
covid disinformation via NodeXL https://bit.ly/3I3LnXb
@UCvixJtaXuNdMPUGdOPcY8Ag
@UCupvZG-5ko_eiXAupbDfxWw
@UCMtFAi84ehTSYSE9XoHefig
@UCW39zufHfsuGgpLviKh297Q
@UCrp_UI8XtuYfpiqluWLD7Lw
@UCWfBGMI7CauW26XW77jZKLw
@UCAeWdyKJXGWmVAXFpgLNNTg
@UCJ2SN2gN1dmrFBEo6TWIzOw
@UCrdOPofYwkQdaZMSvEp_h-g
@

Description:
Description
The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "covid disinformation". The network was obtained from YouTube on Friday, 01 July 2022 at 11:32 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.


Overall Graph Metrics
Vertices : 4819
Unique Edges : 4916
Edges With Duplicates : 1768
Total Edges : 6684
Self-Loops : 320
Reciprocated Vertex Pair Ratio : 0.00207939508506616
Reciprocated Edge Ratio : 0.00415016034710432
Connected Components : 49
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 3607
Maximum Edges in a Connected Component : 5319
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.489447
Graph Density : 0.000228314809297051
Modularity : 0.718128
NodeXL Version : 1.0.1.449

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs In Comment in Entire Graph:
[4] https://www.youtube.com/watch?v=wBrUzYJkua8

[4] https://www.youtube.com/watch?v=LHWYST8dwf8

[4] https://youtu.be/fUm9KsLc05Y
[3] https://www.youtube.com/watch?v=ExEApwbhfqQ&t=31m27s

[3] https://www.youtube.com/watch?v=ExEApwbhfqQ&t=32m17s

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

[2] https://www.youtube.com/watch?v=ExEApwbhfqQ&t=28m58s

[2] https://youtu.be/yG9C4Ecc0k0
[2] https://www.youtube.com/watch?v=ouZH4gqY9zI&t=46s

[2] https://youtu.be/LHWYST8dwf8

Top URLs In Comment in G1:
[4] https://youtu.be/fUm9KsLc05Y
[2] https://youtu.be/XbfN-u5NQqY
[2] https://www.youtube.com/watch?v=uw2xmtd8dkA)

[2] https://www.youtube.com/watch?v=3lJSUWch4YQ

[2] https://youtu.be/Ls7zy6_0Z2s
[1] http://redident.you/
[1] http://day.viva/
[1] http://www.youtube.com/results?search_query=%23freepakman
[1] https://www.youtube.com/watch?v=CzxfhZFJD5w&t=3m56s

[1] https://www.youtube.com/watch?v=CzxfhZFJD5w&t=9m07s


Top URLs In Comment in G2:
[1] http://www.youtube.com/results?search_query=%23clownworld

Top URLs In Comment in G3:
[1] https://www.youtube.com/watch?v=HDtFpGfORpE&t=11m30s

[1] https://www.youtube.com/watch?v=HDtFpGfORpE&t=15m00s

[1] https://www.youtube.com/watch?v=HDtFpGfORpE&t=22m15s

[1] https://www.youtube.com/watch?v=HDtFpGfORpE&t=26m00s

[1] http://www.youtube.com/results?search_query=%23socialmedia
[1] http://www.youtube.com/results?search_query=%23algorithm
[1] http://www.youtube.com/results?search_query=%23electionmisinformation
[1] https://www.youtube.com/watch?v=HDtFpGfORpE&t=24m11s

[1] https://www.youtube.com/watch?v=HDtFpGfORpE&t=14m35s

[1] https://www.youtube.com/watch?v=HDtFpGfORpE&t=12m50s


Top URLs In Comment in G4:
[2] https://youtu.be/WXUJgbE6q04
[1] http://www.youtube.com/results?search_query=%23legalizefreedom
[1] http://www.youtube.com/results?search_query=%23donotcomply
[1] http://www.youtube.com/results?search_query=%23notthistime
[1] http://www.youtube.com/results?search_query=%23speak
[1] https://www.youtube.com/watch?v=KzV1OMi7nOE&t=0m34s


Top URLs In Comment in G5:
[1] https://www.youtube.com/watch?v=uvJ9K1M9PG0&t=9m27s

[1] https://www.youtube.com/watch?v=uvJ9K1M9PG0&t=1m19s


Top URLs In Comment in G6:
[2] https://youtu.be/qcG5Zn_zKg0
[2] https://youtube.com/playlist?list=PL964iKmbnjZy7nGLoxg6bpPlFIiEk0Qcy

[2] https://youtu.be/GDz75iaSW2s
[2] https://youtu.be/NDjpupkecoM
[2] https://www.youtube.com/results?search_query=darwin+awards
[1] https://www.youtube.com/watch?v=6jMzNn4CC3U&t=4m51s

[1] http://www.youtube.com/results?search_query=%23joerogan
[1] https://www.youtube.com/watch?v=6jMzNn4CC3U&t=5m23s

[1] https://www.youtube.com/watch?v=6jMzNn4CC3U&t=1m14s

[1] http://www.youtube.com/results?search_query=%23theydidthemath

Top URLs In Comment in G7:
[4] https://www.youtube.com/watch?v=LHWYST8dwf8

[3] https://www.youtube.com/watch?v=ExEApwbhfqQ&t=31m27s

[3] https://www.youtube.com/watch?v=ExEApwbhfqQ&t=32m17s

[2] https://www.youtube.com/watch?v=ExEApwbhfqQ&t=28m58s

[2] https://youtu.be/yG9C4Ecc0k0
[2] https://www.youtube.com/watch?v=ouZH4gqY9zI&t=46s

[2] https://youtu.be/LHWYST8dwf8
[2] https://youtu.be/uVKvl2-hmvM
[1] https://www.youtube.com/watch?v=ExEApwbhfqQ&t=23m00s

[1] http://away.one/

Top URLs In Comment in G8:
[1] https://www.youtube.com/watch?v=4jbwrB-SVO8&t=40m00s


Top URLs In Comment in G9:
[2] https://youtu.be/l2bMYK7fhqU
[2] https://youtu.be/cSXBf0DHD9M
[2] https://youtu.be/ufy2AweXRkc
[1] https://www.youtube.com/watch?v=2iIR4GYn6_4&t=12m18s

[1] http://youtu.be/KcS2_dXQ1UQ
[1] http://youtu.be/c_0BiwCyfl8
[1] http://youtu.be/N5X3eZj7
[1] https://www.youtube.com/watch?v=2iIR4GYn6_4&t=17m05s

[1] https://www.youtube.com/watch?v=2iIR4GYn6_4&t=17m54s

[1] http://particles.you/

Top URLs In Comment in G10:
[1] https://www.youtube.com/watch?v=9t-Xz4S_3XA&t=25m15s


Top Domains
Top Domains In Comment in Entire Graph:
[163] youtube.com
[41] youtu.be
[2] creator-spring.com
[2] marc-wesseling.de
[2] twitter.com
[2] facebook.com
[1] redident.you
[1] day.viva
[1] away.one
[1] disingenuous.you

Top Domains In Comment in G1:
[31] youtube.com
[8] youtu.be
[1] redident.you
[1] day.viva

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

Top Domains In Comment in G3:
[22] youtube.com

Top Domains In Comment in G4:
[5] youtube.com
[2] youtu.be

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

Top Domains In Comment in G6:
[20] youtube.com
[6] youtu.be

Top Domains In Comment in G7:
[39] youtube.com
[6] youtu.be
[1] away.one
[1] disingenuous.you
[1] myspace.com

Top Domains In Comment in G8:
[1] youtube.com

Top Domains In Comment in G9:
[9] youtu.be
[6] youtube.com
[1] particles.you
[1] samples.how

Top Domains In Comment in G10:
[1] youtube.com

Top Hashtags
Top Words
Top Words in Comment in Entire Graph:
[1100] people
[629] like
[582] covid
[469] vaccine
[404] ang
[353] right
[342] sa
[315] misinformation
[310] think
[309] ng

Top Words in Comment in G1:
[351] people
[261] covid
[180] paul
[177] rand
[165] like
[140] vaccine
[132] trump
[129] vaccinated
[109] right
[98] david

Top Words in Comment in G2:
[86] joe
[76] misinformation
[73] rogan
[66] neil
[63] people
[54] young
[50] like
[49] guy
[42] information
[42] man

Top Words in Comment in G3:
[115] people
[108] media
[84] propaganda
[81] right
[71] like
[70] left
[70] news
[60] fake
[59] documentary
[55] wing

Top Words in Comment in G4:
[120] stockton
[78] people
[74] cnn
[66] john
[64] like
[61] covid
[41] mask
[39] vaccine
[35] misinformation
[32] research

Top Words in Comment in G5:
[402] ang
[342] sa
[308] ng
[157] mga
[122] vaccine
[120] booster
[118] yan
[114] po
[105] pa
[87] nyo

Top Words in Comment in G6:
[95] people
[75] urine
[65] silver
[50] covid
[50] like
[45] lindell
[42] colloidal
[40] drink
[39] million
[36] mike

Top Words in Comment in G7:
[167] obama
[80] people
[64] disinformation
[54] speech
[43] america
[39] like
[39] media
[37] president
[31] good
[30] biden

Top Words in Comment in G8:
[85] joe
[60] rogan
[55] misinformation
[48] people
[42] like
[33] cbs
[26] news
[25] neil
[25] media
[24] young

Top Words in Comment in G9:
[161] people
[104] data
[103] like
[90] vaccine
[84] covid
[80] being
[77] vaccinated
[77] vaccines
[69] think
[66] dr

Top Words in Comment in G10:
[23] joe
[19] rogan
[16] people
[15] apologize
[15] opinion
[14] misinformation
[10] freedom
[9] like
[8] speech
[8] news

Top Word Pairs
Top Word Pairs in Comment in Entire Graph:
[139] rand,paul
[104] joe,rogan
[84] social,media
[78] covid,19
[73] fake,news
[69] neil,young
[64] natural,immunity
[61] right,wing
[46] john,stockton
[46] christian,pulido

Top Word Pairs in Comment in G1:
[133] rand,paul
[37] natural,immunity
[32] fox,news
[30] covid,19
[20] right,wing
[15] long,covid
[14] dr,fauci
[14] death,rate
[14] lara,logan
[13] covid,vaccine

Top Word Pairs in Comment in G2:
[41] joe,rogan
[41] neil,young
[25] false,information
[9] spreading,misinformation
[9] southern,man
[8] nut,job
[7] freedom,speech
[6] listened,joe
[5] young,music
[5] listen,podcast

Top Word Pairs in Comment in G3:
[48] social,media
[43] fake,news
[29] right,wing
[26] left,wing
[16] far,right
[10] conspiracy,theories
[9] mainstream,media
[8] conspiracy,theory
[7] far,left
[7] news,propaganda

Top Word Pairs in Comment in G4:
[46] john,stockton
[13] wear,mask
[9] wearing,mask
[8] fake,news
[7] natural,immunity
[6] like,stockton
[6] spreading,misinformation
[6] bongbong,longdong
[5] common,sense
[5] covid,vaccine

Top Word Pairs in Comment in G5:
[44] sa,mga
[27] mga,tao
[25] ang,mga
[23] ng,mga
[18] booster,shot
[17] sa,katawan
[17] ng,booster
[16] ang,booster
[16] lahat,ng
[15] ng,vaccine

Top Word Pairs in Comment in G6:
[41] colloidal,silver
[22] 300,million
[20] mike,lindell
[16] million,people
[15] drink,urine
[13] drinking,urine
[11] covid,19
[10] tons,tons
[9] urine,therapy
[9] tons,research

Top Word Pairs in Comment in G7:
[15] social,media
[14] freedom,speech
[8] 2000,mules
[6] climate,change
[5] president,obama
[5] united,states
[5] russian,disinformation
[5] results,search_query
[5] law,order
[5] ministry,truth

Top Word Pairs in Comment in G8:
[38] joe,rogan
[21] neil,young
[9] mainstream,media
[6] freedom,speech
[6] spreading,misinformation
[6] doctors,scientists
[4] joni,mitchell
[4] 11,million
[4] lot,people
[4] young,sold

Top Word Pairs in Comment in G9:
[46] christian,pulido
[34] templar,royston
[34] royston,vasey
[26] mac,mac
[25] nospam,man
[25] chuck,barnes
[24] long,term
[23] covid,19
[21] nate,jusko
[20] dr,wilson

Top Word Pairs in Comment in G10:
[11] joe,rogan
[7] neil,young
[4] freedom,freedom
[3] rogan,apologize
[3] love,joe
[3] apologize,apologize
[3] wild,tangent
[2] human,race
[2] race,die
[2] die,future


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