The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "KPOP". The network was obtained from YouTube on Tuesday, 31 January 2023 at 16:52 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.

Top URLs In Comment in Entire Graph:
[6] https://youtu.be/ROGJzLUzIIs
[5] http://www.youtube.com/results?search_query=%23jimin
[4] https://www.youtube.com/watch?v=lBll0uw27jM

[4] https://youtu.be/ai3TzaLZ7iA
[3] https://www.youtube.com/watch?v=hvABc484xIc&t=27m15s

[2] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=3m47s

[2] https://youtu.be/QR0FpP_KN_M
[2] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=0m31s

[2] https://youtube.com/clip/Ugkxb2ZvjEE9MEcAlwn2tr-EkxC-CDIpLAsr
[2] https://youtu.be/m0tGZZjDLd0

Top URLs In Comment in G1:
[2] https://instagram.com/est.official?ut..
[2] https://vm.tiktok.com/ZMdTK7Akh/
[2] https://twitter.com/estcreww?s=21&t=1h3b71PhAZYHTE42LXTpaQ
[2] https://ko-fi.com/estcrew
[2] https://www.paypal.com/paypalme/estcrew
[2] https://sseombrand.com/collections/est-x-sseom

Top URLs In Comment in G2:
[2] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=2m21s

[1] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=0m30s

[1] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=0m32s

[1] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=2m30s

[1] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=2m40s

[1] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=3m40s

[1] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=0m53s

[1] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=01m02s

[1] http://www.youtube.com/results?search_query=%23%E2%83%A31%E2%83%A3
[1] https://www.youtube.com/watch?v=jUmeh5yvy0M&t=2m47s

Top URLs In Comment in G3:
[2] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=3m47s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=3m48s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=3m46s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=0m00s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=0m17s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=1m03s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=1m25s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=3m07s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=3m08s

[1] https://www.youtube.com/watch?v=pyf8cbqyfPs&t=1m26s

Top URLs In Comment in G4:
[6] https://youtu.be/ROGJzLUzIIs
[2] https://youtu.be/m0tGZZjDLd0
[1] http://www.youtube.com/results?search_query=%23viviz
[1] http://www.youtube.com/results?search_query=%23umji
[1] http://www.youtube.com/results?search_query=%23sinb
[1] http://www.youtube.com/results?search_query=%23eunha
[1] https://www.youtube.com/watch?v=6meUjjlhUEU&t=2m22s

[1] https://www.youtube.com/watch?v=6meUjjlhUEU&t=3m00s

[1] https://www.youtube.com/watch?v=6meUjjlhUEU&t=0m41s

Top URLs In Comment in G5:
[2] http://www.youtube.com/results?search_query=%23bbwomen
[1] https://www.youtube.com/watch?v=cKlEE_EYuNM&t=0m53s

[1] https://www.youtube.com/watch?v=cKlEE_EYuNM&t=1m55s

[1] https://www.youtube.com/watch?v=cKlEE_EYuNM&t=2m02s

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

[1] https://www.youtube.com/watch?v=cKlEE_EYuNM&t=0m18s

[1] http://www.youtube.com/results?search_query=%23moonlightsunrise_hot100
[1] https://www.youtube.com/watch?v=cKlEE_EYuNM&t=2m31s

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

Top URLs In Comment in G6:
[2] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=0m31s

[2] https://youtube.com/clip/Ugkxb2ZvjEE9MEcAlwn2tr-EkxC-CDIpLAsr
[1] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=1m12s

[1] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=0m18s

[1] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=1m03s

[1] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=2m25s

[1] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=3m27s

[1] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=1m13s

[1] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=1m15s

[1] https://www.youtube.com/watch?v=R9XpA_zXDDI&t=1m18s

Top URLs In Comment in G7:
[2] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=2m48s

[2] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=0m44s

[1] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=1m51s

[1] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=3m55s

[1] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=3m57s

[1] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=4m01s

[1] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=0m39s

[1] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=0m49s

[1] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=0m55s

[1] https://www.youtube.com/watch?v=_JC3ZL2gY9Q&t=1m00s

Top URLs In Comment in G8:
[5] http://www.youtube.com/results?search_query=%23jimin
[2] http://www.youtube.com/results?search_query=%23vibe
[2] https://youtube.com/shorts/hKwaEmU2R3w?feature=share

[2] http://www.youtube.com/results?search_query=%23taeyang
[1] https://www.youtube.com/watch?v=cXCBiF67jLM&t=0m44s

[1] http://www.youtube.com/results?search_query=%23parkjimin
[1] http://www.youtube.com/results?search_query=%23btsjimin
[1] http://www.youtube.com/results?search_query=%23ipurpleujimin
[1] http://www.youtube.com/results?search_query=%23btsallday
[1] https://www.youtube.com/watch?v=cXCBiF67jLM&t=01m43s

Top URLs In Comment in G10:
[2] https://youtu.be/QR0FpP_KN_M
[1] https://www.youtube.com/watch?v=UcVccrlTl1s&t=8m24s

[1] http://www.youtube.com/results?search_query=%23justicefortiara
[1] https://www.youtube.com/watch?v=UcVccrlTl1s&t=3m30s

[1] https://www.youtube.com/watch?v=UcVccrlTl1s&t=1m29s

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

Top Domains In Comment in Entire Graph:
[376] youtube.com
[36] youtu.be
[2] instagram.com
[2] tiktok.com
[2] twitter.com
[2] ko-fi.com
[2] paypal.com
[2] sseombrand.com

Top Domains In Comment in G1:
[2] instagram.com
[2] tiktok.com
[2] twitter.com
[2] ko-fi.com
[2] paypal.com
[2] sseombrand.com

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

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

Top Domains In Comment in G4:
[8] youtu.be
[7] youtube.com

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

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

Top Domains In Comment in G7:
[16] youtube.com

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

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

Top Hashtags In Comment in Entire Graph:
[1] #ZeyRa
[1] #posiesgirl

Top Hashtags In Comment in G3:
[1] #ZeyRa
[1] #posiesgirl

Top Words in Comment in Entire Graph:
[307] love
[211] like
[183] song
[162] bts
[149] amazing
[145] best
[127] hvabc484xic
[127] cover
[120] good
[117] guys

Top Words in Comment in G1:
[91] cover
[80] amazing
[62] guys
[56] bts
[55] gracias
[44] wow
[40] dance
[36] best
[25] love
[25] sm

Top Words in Comment in G2:
[38] love
[35] danielle
[31] hanni
[30] live
[25] 너무
[25] 뉴진스
[24] vocals
[23] 진짜
[22] haerin
[19] cute

Top Words in Comment in G3:
[62] bts
[46] song
[37] newjeans
[37] hybe
[36] sserafim
[33] group
[25] lesserafim
[23] love
[23] lovey
[21] dovey

Top Words in Comment in G4:
[86] viviz
[54] pull
[39] 100
[32] bpm
[31] rambut
[29] umji
[28] sinb
[27] love
[27] dan
[26] banget

Top Words in Comment in G5:
[54] moonlight
[54] sunrise
[38] jihyo
[33] happy
[33] lt
[31] birthday
[30] 50m
[30] song
[28] love
[28] music

Top Words in Comment in G6:
[77] invalid#zcsafez
[59] nct
[49] 127
[46] ay
[37] happy
[36] doyoung
[33] love
[32] song
[22] birthday
[21] r9xpa_zxddi

Top Words in Comment in G7:
[35] debut
[29] love
[20] 8turn
[17] good
[16] kyungmin
[16] _jc3zl2gy9q
[16] song
[12] omg
[10] stan
[10] fighting

Top Words in Comment in G8:
[64] jimin
[34] و
[28] لا
[24] jungkook
[24] ما
[23] shadia
[23] jeon
[22] انا
[21] من
[19] kim_eva

Top Words in Comment in G9:
[53] cringe
[49] jennie
[48] yuna
[43] shinee
[41] like
[37] hate
[20] army
[19] chair
[18] people
[18] idols

Top Words in Comment in G10:
[77] ara
[58] hwayoung
[47] like
[42] members
[41] people
[37] group
[31] bullying
[27] bad
[27] fans
[24] bully

Top Word Pairs in Comment in Entire Graph:
[80] invalid#zcsafez,invalid#zcsafez
[48] happy,birthday
[46] moonlight,sunrise
[34] results,search_query
[31] dance,cover
[31] nct,127
[25] live,performance
[23] jeon,shadia
[19] lt,lt
[19] muchas,gracias

Top Word Pairs in Comment in G1:
[20] dance,cover
[19] muchas,gracias
[15] guys,amazing
[15] glad,liked
[15] cover,bts
[14] muchísimas,gracias
[11] best,cover
[11] bts,cover
[9] mil,gracias
[8] absolutely,amazing

Top Word Pairs in Comment in G2:
[14] live,vocals
[5] stage,presence
[3] danielle,cute
[3] hanni,danielle
[3] hanni,love
[3] long,hair
[3] love,newjeans
[3] haerin,thumbnail
[3] 다니엘,머리
[3] live,performance

Top Word Pairs in Comment in G3:
[14] lovey,lovey
[14] dovey,dovey
[12] hybe,compare
[12] compare,bts
[11] bts,txt
[11] talked,newjeans
[11] bts,newjeans
[11] sisters,group
[11] lesserafim,bts
[11] hybe,talked

Top Word Pairs in Comment in G4:
[11] pull,pull
[10] cantik,banget
[7] love,viviz
[7] million,views
[6] rambut,yang
[6] perawatan,rambut
[6] omg,omg
[5] penempatan,kerja
[5] viviz,pull
[4] viviz,fighting

Top Word Pairs in Comment in G5:
[46] moonlight,sunrise
[24] happy,birthday
[17] lt,lt
[16] birthday,jihyo
[12] women,music
[11] sunrise,baby
[11] billboard,women
[9] results,search_query
[8] guarantee,gotcha
[7] night,moonlight

Top Word Pairs in Comment in G6:
[74] invalid#zcsafez,invalid#zcsafez
[28] nct,127
[20] happy,birthday
[12] birthday,doyoung
[5] bla,bla
[5] beat,txt
[5] ay,ay
[5] happy,doyoung
[5] keep,streaming
[4] ketoprak,gado

Top Word Pairs in Comment in G7:
[6] #,#
[4] finally,debuted
[4] stan,8turn
[3] kyungmin,finally
[3] invalid#zcsafez,invalid#zcsafez
[3] hope,popular
[2] love,concept
[2] good,job
[2] felicidades,debut
[2] _jc3zl2gy9q,2m48s

Top Word Pairs in Comment in G8:
[23] jeon,shadia
[15] ام,حسين
[15] حسين,الخياطه
[13] results,search_query
[8] زوجة,كوك
[7] best,male
[7] و,نقطه
[7] كوك,و
[6] vocalist,pop
[6] male,vocalist

Top Word Pairs in Comment in G9:
[10] falling,chair
[7] jennie,cringe
[7] stan,talented
[7] talented,idols
[7] double,standards
[6] candy,sofia
[6] standards,pop
[5] hate,yuna
[5] 4th,gen
[5] jennie,cute

Top Word Pairs in Comment in G10:
[10] faiz,zarul
[6] adding,members
[4] cat,lover
[4] brianna,birckett
[4] age,youth
[4] hwayoung,bad
[4] brenna,cat
[3] hwayoung,hyoyoung
[3] girl,group
[3] hwayoung,fault