climate change, YouTube, 6/30/2022 4:09:47 PM, 278797


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YouTube User Network climate change 100rel-100-100 2022-06-30
YouTube User Network climate change 100rel-100-100 2022-06-30
From:
SMRFoundation
Uploaded on:
June 30, 2022
Short Description:
climate change via NodeXL https://bit.ly/3Oyy5o5
@UCsXVk37bltHxD1rDPwtNM8Q
@UC93-4N1wH0ENmsp6KCyYG8g
@UCvJJ_dzjViJCoLf5uKUTwoA
@UCZYTClx2T1of7BRZ86-8fow
@UCW39zufHfsuGgpLviKh297Q
@UCWQ9ZFFhEqUZ0r1IspnBm6Q
@UC0p5jTq6Xx_DosDFxVXnWaQ
@UCwmZiChSryoWQCZMIQezgTg
@UCpVm7bg6pXKo1Pr6k5kxG9A
@UCP5tj

Description:
Description
The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "climate change". The network was obtained from YouTube on Thursday, 30 June 2022 at 14:15 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 : 7643
Unique Edges : 8191
Edges With Duplicates : 2527
Total Edges : 10718
Self-Loops : 569
Reciprocated Vertex Pair Ratio : 0.00948086483986588
Reciprocated Edge Ratio : 0.0187836444851678
Connected Components : 12
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 7380
Maximum Edges in a Connected Component : 10380
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.624149
Graph Density : 0.000149483444045133
Modularity : 0.756224
NodeXL Version : 1.0.1.449

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs In Comment in Entire Graph:
[8] https://nuclearfusiononearth.blogspot.com/2022/06/free-carbon-neutral-petrol.html
[8] https://nuclearfusiononearth.blogspot.com/2022/05/free-home-heat-and-power_22.html
[6] https://youtu.be/KoywDQw78qY
[6] https://youtu.be/EgaKltgjZ8c
[6] https://youtu.be/u-If0_hcm-k
[6] https://youtu.be/ZbiTQOIzJMY
[6] https://youtu.be/XDjukhPrQaE
[6] https://youtu.be/XaJ37Uezi6Y
[6] https://youtu.be/Nbyxkk_W3rs
[6] https://youtube.com/playlist?list=PLotPfw-ygPSUrJCsXjcr_b4N76Id6Zp5j


Top URLs In Comment in G1:
[6] http://kgs.link/shopkgs
[4] http://kgs.link/science
[2] https://www.youtube.com/watch?v=yiw6_JakZFc&t=13m02s

[2] https://www.youtube.com/watch?v=ipVxxxqwBQw&t=9m57s

[2] https://www.youtube.com/watch?v=TBYDgJ9Wf0E&t=5m45s

[1] https://www.youtube.com/watch?v=yiw6_JakZFc&t=9m50s

[1] https://www.youtube.com/watch?v=yiw6_JakZFc&t=8m45s

[1] https://www.youtube.com/watch?v=yiw6_JakZFc&t=14m52s

[1] https://www.youtube.com/watch?v=yiw6_JakZFc&t=11m28s

[1] https://www.youtube.com/watch?v=yiw6_JakZFc&t=11m18s


Top URLs In Comment in G2:
[3] http://www.youtube.com/results?search_query=%23switchtosolar
[3] http://www.youtube.com/results?search_query=%23switchtoelectric
[3] http://www.youtube.com/results?search_query=%23endfossilfuels
[3] http://www.youtube.com/results?search_query=%23greennewdeal
[3] http://www.youtube.com/results?search_query=%23demexit
[3] http://www.youtube.com/results?search_query=%23stillsandersplatform
[2] https://www.wren.co/start/scishow
[2] http://www.youtube.com/results?search_query=%23republicansarenazis
[2] http://www.youtube.com/results?search_query=%23empowereveryone
[2] https://www.youtube.com/watch?v=ihwoIlxHI3Q


Top URLs In Comment in G3:
[1] https://www.youtube.com/watch?v=vy3gMVGwjuc&t=41m30s

[1] https://www.youtube.com/watch?v=vy3gMVGwjuc&t=12m17s

[1] https://www.youtube.com/watch?v=vy3gMVGwjuc&t=1m08s

[1] https://www.youtube.com/watch?v=vy3gMVGwjuc&t=17m39s

[1] https://www.youtube.com/watch?v=_PGcvqNO6Sw&t=12m31s

[1] https://www.youtube.com/watch?v=_PGcvqNO6Sw&t=2m33s


Top URLs In Comment in G4:
[2] https://en.wikipedia.org/wiki/Roman_Warm_Period
[2] https://en.wikipedia.org/wiki/Medieval_Warm_Period
[2] https://youtu.be/gsZZdu9VGNs
[2] https://www.youtube.com/watch?v=8455KEDitpU

[2] https://www.youtube.com/watch?v=XlukJWbnTG8&t=3s

[2] https://www.youtube.com/watch?v=2HQ5WgKqd1I

[1] http://www.youtube.com/results?search_query=%23no
[1] http://www.youtube.com/results?search_query=%23fyp
[1] http://www.youtube.com/results?search_query=%23climatechange
[1] http://www.youtube.com/results?search_query=%23weneedtotakeaction

Top URLs In Comment in G5:
[2] https://bit.ly/3fs3n0D
[2] https://curiositystream.com/?coupon=reallifelore
[1] https://www.youtube.com/watch?v=ZfFvLJyPf3o&t=8m07s

[1] https://www.youtube.com/watch?v=SY9NjD_5WWo&t=2m03s

[1] https://www.youtube.com/watch?v=SY9NjD_5WWo&t=8m33s

[1] https://www.youtube.com/watch?v=SY9NjD_5WWo&t=9m20s

[1] https://www.youtube.com/watch?v=SY9NjD_5WWo&t=3m40s

[1] https://www.youtube.com/watch?v=SY9NjD_5WWo&t=3m23s


Top URLs In Comment in G6:
[1] https://www.youtube.com/watch?v=hkXzKGwe_3Y&t=0m49s


Top URLs In Comment in G7:
[2] https://keith-speaking-academy.teachable.com/p/fluency-in-english/
[2] https://keith-speaking-academy.teachable.com/p/ielts-speaking-success-get-a-band-7
[2] https://youtube.com/c/ImproveIELTSbyRutvikPatel
[2] https://youtu.be/aWK_PDxV6kc
[2] https://youtu.be/W-OY8JMaoYA
[2] https://youtu.be/S50_juP5S5U
[1] http://keith-speaking-academy.teachable.com/p/3-course-bundle
[1] http://you.it/
[1] https://www.youtube.com/watch?v=ZUIZXxPrldE&t=34m14s


Top URLs In Comment in G8:
[2] https://www.youtube.com/watch?v=eRLJscAlk1M&t=3m02s

[2] https://youtube.com/shorts/YmiMp1JGIrU?feature=share
[1] https://www.youtube.com/watch?v=eRLJscAlk1M&t=1m00s

[1] https://www.youtube.com/watch?v=eRLJscAlk1M&t=1m19s

[1] https://www.youtube.com/watch?v=eRLJscAlk1M&t=2m11s

[1] https://www.youtube.com/watch?v=eRLJscAlk1M&t=2m15s

[1] https://www.youtube.com/watch?v=eRLJscAlk1M&t=2m23s

[1] https://www.youtube.com/watch?v=eRLJscAlk1M&t=2m27s

[1] https://www.youtube.com/watch?v=eRLJscAlk1M&t=3m21s

[1] https://www.youtube.com/watch?v=eRLJscAlk1M&t=3m50s


Top URLs In Comment in G9:
[1] https://www.youtube.com/watch?v=6EFHZfISGp4&t=4m17s

[1] https://www.youtube.com/watch?v=6EFHZfISGp4&t=12m12s


Top URLs In Comment in G10:
[2] https://www.youtube.com/watch?v=qy1ZyYn2RBI

[2] https://advances.sciencemag.org/content/1/11/e1500806
[1] https://www.youtube.com/watch?v=f4zul0BuO8A&t=8m07s

[1] http://so.li.ar/
[1] http://www.youtube.com/results?search_query=%23sarcasm
[1] http://precipitation.is/
[1] https://www.youtube.com/watch?v=w4O4jK-lZrI&t=6m48s

[1] https://www.youtube.com/watch?v=w4O4jK-lZrI&t=9m12s


Top Domains
Top Domains In Comment in Entire Graph:
[472] youtube.com
[128] youtu.be
[120] blogspot.com
[14] wikipedia.org
[10] nasa.gov
[10] kgs.link
[8] scientificamerican.com
[6] oxfam.org
[6] skepticalscience.com
[6] theguardian.com

Top Domains In Comment in G1:
[68] youtube.com
[10] kgs.link

Top Domains In Comment in G2:
[42] youtube.com
[4] youtu.be
[2] wren.co

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

Top Domains In Comment in G4:
[12] youtube.com
[4] wikipedia.org
[2] youtu.be
[1] fuels.cars

Top Domains In Comment in G5:
[6] youtube.com
[2] bit.ly
[2] curiositystream.com

Top Domains In Comment in G6:
[1] youtube.com

Top Domains In Comment in G7:
[6] youtu.be
[5] teachable.com
[3] youtube.com
[1] you.it

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

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

Top Domains In Comment in G10:
[6] youtube.com
[2] sciencemag.org
[1] li.ar
[1] precipitation.is

Top Hashtags
Top Words
Top Words in Comment in Entire Graph:
[2858] climate
[2036] change
[1601] people
[1260] like
[1097] co2
[1074] earth
[1038] world
[900] global
[757] warming
[698] carbon

Top Words in Comment in G1:
[186] climate
[174] change
[142] people
[121] like
[114] nuclear
[102] energy
[84] world
[76] co2
[61] time
[61] earth

Top Words in Comment in G2:
[135] climate
[115] change
[110] people
[82] like
[69] co2
[47] carbon
[47] earth
[46] global
[44] temperature
[42] time

Top Words in Comment in G3:
[85] climate
[83] people
[72] change
[41] like
[40] water
[37] world
[32] stop
[28] earth
[25] live
[24] rich

Top Words in Comment in G4:
[124] climate
[99] change
[76] earth
[59] people
[51] hottest
[50] coldest
[49] planet
[38] nature
[36] global
[34] like

Top Words in Comment in G5:
[96] russia
[34] climate
[31] change
[27] world
[25] war
[25] like
[23] ukraine
[23] global
[22] russian
[21] superpower

Top Words in Comment in G6:
[98] climate
[64] change
[33] earth
[32] time
[32] world
[31] global
[26] god
[26] solar
[25] water
[25] people

Top Words in Comment in G7:
[43] keith
[32] sir
[28] speaking
[24] ielts
[19] teacher
[17] topic
[16] band
[15] english
[14] love
[13] good

Top Words in Comment in G8:
[28] prince
[25] ea
[23] change
[19] like
[18] climate
[15] future
[15] world
[14] people
[13] stop
[13] save

Top Words in Comment in G9:
[115] climate
[80] change
[57] people
[36] like
[30] skeptics
[23] co2
[23] planet
[22] world
[20] think
[19] humans

Top Words in Comment in G10:
[91] climate
[54] data
[52] change
[49] earth
[49] co2
[42] warming
[38] time
[34] like
[34] temperature
[33] global

Top Word Pairs
Top Word Pairs in Comment in Entire Graph:
[1618] climate,change
[470] global,warming
[215] fossil,fuels
[168] ice,age
[161] carbon,dioxide
[118] blogspot,2022
[115] fossil,fuel
[112] results,search_query
[104] nuclearfusiononearth,blogspot
[83] sea,level

Top Word Pairs in Comment in G1:
[142] climate,change
[24] nuclear,power
[22] global,warming
[19] nuclear,energy
[18] fossil,fuels
[16] ice,age
[12] nuclear,waste
[10] kgs,link
[10] renewable,energy
[10] personal,responsibility

Top Word Pairs in Comment in G2:
[83] climate,change
[34] results,search_query
[20] global,warming
[18] fossil,fuels
[17] ice,age
[15] hbomberguy,upisnotjump
[11] fossil,fuel
[11] richard,cowley
[9] average,temperature
[9] recommend,people

Top Word Pairs in Comment in G3:
[52] climate,change
[10] climate,crisis
[8] global,warming
[8] rich,people
[6] greenhouse,gases
[6] fossil,fuels
[5] crisis,capitalism
[5] live,water
[5] feel,guilty
[4] main,culprit

Top Word Pairs in Comment in G4:
[70] climate,change
[29] global,warming
[14] fossil,fuels
[14] 1936,coldest
[12] bill,nye
[10] earth,climate
[10] climate,changing
[9] warming,auto
[9] auto,exhaust
[9] exhaust,emissions

Top Word Pairs in Comment in G5:
[24] climate,change
[14] global,warming
[11] russia,superpower
[5] war,ukraine
[4] degrees,cooler
[4] super,power
[4] cold,war
[4] russia,ukraine
[4] fresh,water
[4] john,watt

Top Word Pairs in Comment in G6:
[53] climate,change
[14] mev,obs
[11] global,warming
[9] michael,mann
[9] solar,activity
[8] definition,profit
[7] ellie,gonzales
[7] great,tribulation
[6] ice,age
[6] matthew,24

Top Word Pairs in Comment in G7:
[9] climate,change
[7] best,teacher
[6] keith,speaking
[6] speaking,academy
[6] academy,teachable
[5] ielts,speaking
[5] ielts,test
[4] love,india
[4] ielts,band
[3] speaking,success

Top Word Pairs in Comment in G8:
[25] prince,ea
[15] climate,change
[4] help,fight
[4] fight,climate
[4] 500th,reply
[3] open,heart
[3] save,world
[3] future,generations
[3] meat,dairy
[3] feel,like

Top Word Pairs in Comment in G9:
[74] climate,change
[11] middle,ground
[9] global,warming
[9] climate,scientist
[6] feel,like
[5] flat,earthers
[5] carbon,emissions
[4] mass,extinction
[4] planet,earth
[4] change,climate

Top Word Pairs in Comment in G10:
[30] climate,change
[17] ice,age
[13] global,warming
[10] hosni,mubarak
[9] hockey,stick
[8] carbon,dioxide
[7] water,vapor
[6] global,temperature
[6] period,time
[5] climate,scientists


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