%EC%98%A8%EB%9D%BC%EC%9D%B8%EA%B0%9C%ED%95%99, Twitter, 4/2/2020 6:47:05 AM, 224245


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%EC%98%A8%EB%9D%BC%EC%9D%B8%EA%B0%9C%ED%95%99 Twitter NodeXL SNA Map and Report for Thursday, 02 Apr
온라인개학 Twitter NodeXL SNA Map and Report for Thursday, 02 Apr
From:
marc_smith
Uploaded on:
April 02, 2020
Short Description:
온라인개학 via NodeXL https://bit.ly/3aCaWwX
@xnfp_estelle
@poppinbw
@matrenin_dvor
@happy_3491
@happy_csr_
@allr_pq
@wind_sio
@yubi_yubi_no
@easywithme
@jimin_all__

Top hashtags:
#코로나19
#saynoto_nthroom
#온라인개학
#친환경농가
#kbs뉴스
#kbs

Description:
Description
The graph represents a network of 14,244 Twitter users whose recent tweets contained "온라인개학", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 02 April 2020 at 02:07 UTC.

The tweets in the network were tweeted over the 1-day, 1-hour, 44-minute period from Tuesday, 31 March 2020 at 23:34 UTC to Thursday, 02 April 2020 at 01:19 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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.


Author Description


Overall Graph Metrics
Vertices : 14431
Unique Edges : 17927
Edges With Duplicates : 7182
Total Edges : 25109
Number of Edge Types : 5
Replies to : 5830
Tweet : 2837
Mentions : 893
Retweet : 15496
MentionsInRetweet : 53
Self-Loops : 2855
Reciprocated Vertex Pair Ratio : 0.0252293577981651
Reciprocated Edge Ratio : 0.0492170022371365
Connected Components : 1667
Single-Vertex Connected Components : 1173
Maximum Vertices in a Connected Component : 12038
Maximum Edges in a Connected Component : 17335
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.427076
Graph Density : 8.15696055111203E-05
Modularity : 0.587305
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 14,244 Twitter users whose recent tweets contained "%EC%98%A8%EB%9D%BC%EC%9D%B8%EA%B0%9C%ED%95%99", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 02 April 2020 at 02:07 UTC.

The tweets in the network were tweeted over the 1-day, 1-hour, 44-minute period from Tuesday, 31 March 2020 at 23:34 UTC to Thursday, 02 April 2020 at 01:19 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : %EC%98%A8%EB%9D%BC%EC%9D%B8%EA%B0%9C%ED%95%99
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1869] https://news.v.daum.net/v/20200401141051227
[216] https://news.v.daum.net/v/20200401165234615
[182] https://news.v.daum.net/v/20200401050145448
[153] https://news.mt.co.kr/mtview.php?no=2020040113484430178
[42] http://news.kbs.co.kr/news/view.do?ncd=4415066
[41] https://twitter.com/AprilInAeolia/status/1245079569855434752
[35] https://www1.president.go.kr/petitions/Temp/uc3h4k
[25] https://twitter.com/_10234105/status/1244896578684342273
[22] https://m.news.naver.com/comment/list.nhn?gno=news025%2c0002989515&aid=0002989515&ntype=RANKING&oid=025&sid1=101&backUrl=%2frankingList.nhn%3fsid1%3d101%26date%3d20200401&light=off&date=20200401
[19] http://www.hani.co.kr/arti/society/society_general/935035.html

Top URLs in Tweet in G1:
[1753] https://news.v.daum.net/v/20200401141051227
[212] https://news.v.daum.net/v/20200401165234615
[138] https://news.v.daum.net/v/20200401050145448
[38] http://news.kbs.co.kr/news/view.do?ncd=4415066
[22] https://m.news.naver.com/comment/list.nhn?gno=news025%2c0002989515&aid=0002989515&ntype=RANKING&oid=025&sid1=101&backUrl=%2frankingList.nhn%3fsid1%3d101%26date%3d20200401&light=off&date=20200401
[13] https://news.naver.com/main/read.nhn?mode=LSD&mid=sec&oid=025&aid=0002989515&sid1=001&lfrom=twitter
[7] https://news.v.daum.net/v/20200402092704946
[7] https://news.v.daum.net/v/20200331152435796
[6] https://news.mt.co.kr/mtview.php?no=2020040113484430178
[5] https://www.facebook.com/hipolicy/photos/a.143209492418468/3657205811018801/?type=3&theater

Top URLs in Tweet in G2:
[4] https://news.v.daum.net/v/20200401141051227
[1] https://twitter.com/allr_pq/status/1245278709231185920
[1] https://twitter.com/ratz_o0o/status/1245329063545167873

Top URLs in Tweet in G3:
[5] https://news.v.daum.net/v/20200401141051227
[1] https://twitter.com/SulMyo_is_me/status/1245409774889390080
[1] https://twitter.com/chuo8008/status/1245004411123822598
[1] https://twitter.com/Ssebalssibal/status/1245381284500668416
[1] https://twitter.com/ma_hat1011/status/1245360750052249600
[1] https://twitter.com/jlee_ovo/status/1245302171307892737

Top URLs in Tweet in G4:
[61] https://news.v.daum.net/v/20200401141051227
[38] https://twitter.com/AprilInAeolia/status/1245079569855434752
[30] https://news.v.daum.net/v/20200401050145448
[5] https://news.mt.co.kr/mtview.php?no=2020040113484430178
[2] https://www.youtube.com/watch?v=Lyxsq6mjpE0&feature=youtu.be

[2] https://news.v.daum.net/v/20200401165234615
[2] https://twitter.com/mspoweruser/status/1245245020531314688
[1] https://www1.president.go.kr/petitions/587446
[1] https://www.youtube.com/watch?v=oYc5qAsdzGs&feature=youtu.be

[1] https://www.bbc.com/korean/news-52102237

Top URLs in Tweet in G5:
[9] https://news.v.daum.net/v/20200401141051227
[9] https://news.v.daum.net/v/20200401170952420
[7] https://www1.president.go.kr/petitions/Temp/uc3h4k
[6] https://news.v.daum.net/v/20200401092321920
[4] http://www.hani.co.kr/arti/society/society_general/935035.html
[2] https://n.news.naver.com/article/022/0003452420?lfrom=twitter
[2] https://news.v.daum.net/v/20200401100230025
[2] https://www.bbc.com/korean/news-52102237
[2] https://m.blog.naver.com/ryt1658/221882670580
[2] https://news.v.daum.net/v/20200401144300888

Top URLs in Tweet in G6:
[1] https://news.v.daum.net/v/20200401141051227
[1] https://news.v.daum.net/v/20200401050145448

Top URLs in Tweet in G7:
[3] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002627274
[2] https://news.v.daum.net/v/20200401141051227
[2] http://news.jtbc.joins.com/html/864/NB11942864.html
[2] http://news.jtbc.joins.com/html/956/NB11942956.html
[2] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002628441
[2] http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002628069
[1] https://www.youtube.com/watch?v=tZYWafqHJAg&feature=youtu.be

[1] http://www.hani.co.kr/arti/society/society_general/935035.html

Top URLs in Tweet in G8:
[2] https://news.v.daum.net/v/20200401141051227

Top URLs in Tweet in G9:
[1] https://twitter.com/bamggyu_txt/status/1244992973269422080

Top URLs in Tweet in G10:
[24] https://www1.president.go.kr/petitions/Temp/uc3h4k
[22] https://twitter.com/_10234105/status/1244896578684342273
[12] https://news.v.daum.net/v/20200401141051227
[11] http://www.hani.co.kr/arti/society/society_general/935035.html
[9] https://news.v.daum.net/v/20200331140004284?f=m&from=mtop
[6] https://news.v.daum.net/v/20200401092321920
[6] https://www1.president.go.kr/petitions/Temp/uc3h4k#_=_
[4] https://news.v.daum.net/v/20200401050145448
[3] https://news.v.daum.net/v/20200331193842215
[2] https://news.v.daum.net/v/20200331130901496

Top Domains
Top Domains in Tweet in Entire Graph:
[2387] daum.net
[266] co.kr
[166] twitter.com
[89] naver.com
[53] go.kr
[22] youtube.com
[15] facebook.com
[9] bbc.com
[9] timesisa.com
[8] newscj.com

Top Domains in Tweet in G1:
[2135] daum.net
[44] co.kr
[37] naver.com
[6] facebook.com
[5] twitter.com
[3] korea.kr
[2] youtube.com
[2] imbc.com

Top Domains in Tweet in G2:
[4] daum.net
[2] twitter.com

Top Domains in Tweet in G3:
[5] twitter.com
[5] daum.net

Top Domains in Tweet in G4:
[93] daum.net
[43] twitter.com
[8] youtube.com
[5] co.kr
[1] go.kr
[1] bbc.com

Top Domains in Tweet in G5:
[40] daum.net
[38] naver.com
[35] twitter.com
[16] co.kr
[9] go.kr
[3] sinsago.kr
[3] nate.com
[3] youtube.com
[3] google.com
[2] joins.com

Top Domains in Tweet in G6:
[2] daum.net

Top Domains in Tweet in G7:
[7] ohmynews.com
[4] joins.com
[2] daum.net
[1] youtube.com
[1] co.kr

Top Domains in Tweet in G8:
[2] daum.net

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[38] daum.net
[31] go.kr
[23] twitter.com
[14] co.kr
[1] naver.com
[1] joins.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[95] 코로나19
[86] saynoto_nthroom
[45] 온라인개학
[43] 친환경농가
[42] kbs뉴스
[42] kbs
[25] 떨어져_있어도_마음은_가까이
[20] 개학
[19] 슬기로운_생활방역
[19] 개학연기



Top Hashtags in Tweet in G1:
[42] 코로나19
[40] 친환경농가
[38] kbs뉴스
[38] kbs
[23] 온라인개학
[4] 빛의공조
[2] 힘내라_대구경북
[2] 힘내라_대한민국
[2] 개학
[2] 온라인_수업

Top Hashtags in Tweet in G2:
[7] 온라인개학_특성화고
[1] 자캐는_중지약지파_검지중지파_중_어느쪽

Top Hashtags in Tweet in G3:
[1] saynoto_nthroom
[1] 반모버스_부릉부릉

Top Hashtags in Tweet in G4:
[10] saynoto_nthroom
[2] n번방은_판결을_먹고_자랐다
[1] n번방_가입자_전원_신상공개
[1] n번방에서_감방으로
[1] 코로나19
[1] 친환경농가
[1] 당근마켓
[1] nthroom_stop
[1] n번방_가입자_전원처벌
[1] n번방가입자_10대도_성인처럼처벌

Top Hashtags in Tweet in G5:
[16] saynoto_nthroom
[9] 코로나19
[7] 온라인개학
[7] n번방은_판결을_먹고_자랐다
[7] n번방_가입자_전원_신상공개
[6] nomore_nthroom
[4] n번방_가입자전원처벌
[3] 온라인
[3] 피해
[3] 고용유지지원금

Top Hashtags in Tweet in G7:
[7] 코로나19
[3] 원격수업
[2] jtbc
[2] 아침
[2] 온라인_개학
[1] 마음한_트친에게_손글씨
[1] 온라인수업
[1] 온라인개학
[1] 노르웨이

Top Hashtags in Tweet in G9:
[6] nthroomcrime_out

Top Hashtags in Tweet in G10:
[15] 코로나19
[6] 문죄앙
[4] 안철수
[2] saynoto_nthroom
[1] 온라인개학

Top Words
Top Words in Tweet in Entire Graph:
[7] Words in Sentiment List#1: Positive
[3] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[346262] Non-categorized Words
[346272] Total Words
[16401] 온라인
[10022] 개학
[3394] 태블릿pc
[3369] 지원
[3234] 긴급

Top Words in Tweet in G1:
[4677] 온라인
[3060] 태블릿pc
[3050] 개학
[3009] 지원
[2896] 긴급
[2556] lg
[2547] 삼성
[2325] 단독
[2325] 540만명
[2325] 3만6000대

Top Words in Tweet in G2:
[1346] 온라인
[1081] 온라인개학
[1071] ㄴ쌤안들어가져요
[1071] 쌤뭐눌러야해요
[1071] 선생님서버터졌어요
[1071] 쌤저회원가입안했는데어카죠
[837] 개학
[586] 말고
[579] 아그냥차라리
[579] 하지

Top Words in Tweet in G3:
[1849] 온라인
[1839] 개학
[1811] 아니
[1810] 그냥
[1806] 1학기를
[1806] 꿇으라
[1806] 하지말고
[1806] 니까
[30] 온라인개학
[17] ㄴ쌤안들어가져요

Top Words in Tweet in G4:
[1976] 저소득층
[1968] 가정에
[1968] 컴퓨터와
[1564] 온라인
[1039] 개학을
[1024] 없는
[1017] 할
[1014] 말고
[989] 정부가
[985] 어떤

Top Words in Tweet in G5:
[842] 온라인
[495] 개학
[230] 온라인개학
[101] 진짜
[85] 아
[76] 학교
[67] 나
[67] 근데
[61] 그냥
[60] 지금

Top Words in Tweet in G6:
[1089] 온라인
[1063] 개학
[499] 전
[458] 후
[78] 고딩
[49] 또다시
[39] 뜨기
[39] 등교안된다
[39] 정부
[39] 개학이

Top Words in Tweet in G7:
[839] 어떻게
[585] 온라인
[294] 다른
[287] 가정은
[283] 없는
[278] 수업을
[277] 직접
[277] gt
[277] 등
[276] 개학했을때

Top Words in Tweet in G8:
[774] 9월
[774] 학기제
[464] 온라인
[393] 진짜
[392] 전
[391] 무슨
[390] 좀
[389] 개학으로
[389] 다
[388] 고3들

Top Words in Tweet in G9:
[509] 온라인
[328] 가정은
[323] 네
[323] 개학이요
[323] 그러면
[323] 국어는
[323] 포스타입이고
[323] 수학은
[323] 인강이고
[323] 사회랑

Top Words in Tweet in G10:
[498] 온라인
[229] 개학이
[191] 무슨
[182] 개학
[171] 가정방문을
[171] 다닌다면
[171] 의미있죠
[154] 이
[110] 지금
[105] 하는

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9757] 온라인,개학
[3157] 긴급,지원
[2665] 삼성,lg
[2653] 개학,삼성
[2645] lg,태블릿pc
[2645] 태블릿pc,3만6000대
[2644] 540만명,온라인
[2644] 3만6000대,긴급
[2626] 단독,540만명
[2142] 저소득층,가정에

Top Word Pairs in Tweet in G1:
[3042] 온라인,개학
[2829] 긴급,지원
[2337] 삼성,lg
[2334] 개학,삼성
[2325] 단독,540만명
[2325] 540만명,온라인
[2325] lg,태블릿pc
[2325] 태블릿pc,3만6000대
[2325] 3만6000대,긴급
[1118] 다음,뉴스

Top Word Pairs in Tweet in G2:
[1071] 온라인개학,ㄴ쌤안들어가져요
[1071] ㄴ쌤안들어가져요,쌤뭐눌러야해요
[1071] 쌤뭐눌러야해요,선생님서버터졌어요
[1071] 선생님서버터졌어요,쌤저회원가입안했는데어카죠
[833] 온라인,개학
[579] 아그냥차라리,온라인
[579] 개학,하지
[579] 하지,말고
[579] 말고,걍
[579] 걍,1학기꿇자고

Top Word Pairs in Tweet in G3:
[1836] 온라인,개학
[1806] 아니,1학기를
[1806] 1학기를,그냥
[1806] 그냥,온라인
[1806] 개학,꿇으라
[1806] 꿇으라,하지말고
[1806] 하지말고,니까
[17] 온라인개학,ㄴ쌤안들어가져요
[17] ㄴ쌤안들어가져요,쌤뭐눌러야해요
[17] 쌤뭐눌러야해요,선생님서버터졌어요

Top Word Pairs in Tweet in G4:
[1968] 저소득층,가정에
[1968] 가정에,컴퓨터와
[1033] 온라인,개학을
[984] 컴퓨터와,인터넷이
[984] 인터넷이,없는
[984] 없는,이유로
[984] 이유로,해야
[984] 해야,할
[984] 할,온라인
[984] 개학을,중단하지

Top Word Pairs in Tweet in G5:
[440] 온라인,개학
[43] 온라인,개학하면
[27] 온라인,개학이
[26] 온라인,개학을
[25] 온라인,개학에
[25] ㅋ,ㅋ
[19] 다음,뉴스
[19] 근데,온라인
[16] 온라인,수업
[16] 온라인,개학으로

Top Word Pairs in Tweet in G6:
[1063] 온라인,개학
[458] 개학,전
[458] 전,온라인
[458] 개학,후
[39] 개학,뜨기
[39] 뜨기,전
[39] 전,고딩
[39] 고딩,등교안된다
[39] 등교안된다,정부
[39] 정부,또다시

Top Word Pairs in Tweet in G7:
[278] 가정은,어떻게
[278] 수업을,어떻게
[276] 온라인,개학했을때
[276] 개학했을때,학교쌤들이
[276] 학교쌤들이,직접
[276] 직접,수업인지
[276] 수업인지,ebs인강인지
[276] ebs인강인지,전자기기
[276] 전자기기,없는
[276] 없는,가정은

Top Word Pairs in Tweet in G8:
[774] 9월,학기제
[389] 온라인,개학으로
[387] 학기제,진짜
[387] 진짜,아닙니다
[387] 아닙니다,만우절
[387] 만우절,장난이라고
[387] 장난이라고,다들
[387] 다들,올리고
[387] 올리고,링크까지
[387] 링크까지,첨부하시는데

Top Word Pairs in Tweet in G9:
[323] 네,온라인
[323] 온라인,개학이요
[323] 개학이요,그러면
[323] 그러면,국어는
[323] 국어는,포스타입이고
[323] 포스타입이고,수학은
[323] 수학은,인강이고
[323] 인강이고,사회랑
[323] 사회랑,역사는
[323] 역사는,조선시대

Top Word Pairs in Tweet in G10:
[223] 온라인,개학이
[171] 가정방문을,다닌다면
[171] 다닌다면,온라인
[171] 개학이,무슨
[171] 무슨,의미있죠
[170] 온라인,개학
[88] 하는,게
[69] 스마트기기보유현황조사가,늦어진
[69] 늦어진,원인은
[69] 원인은,교육부가

Top Replied-To
Top Replied-To in Entire Graph:
@k_wonho
@won_h301
@ms_vkr_
@yummy_saeu
@fdgcl3
@ly_bbh
@baek__som
@mbb7_0514
@youtuberrmoa2
@7moon_drop

Top Replied-To in G1:
@happy_csr_
@jinmadang
@pbjs9876
@begoniatree
@billymarkjohn
@madmathteacher7
@thatyllwbird
@liililliiillill
@sbs8news
@egg999123

Top Replied-To in G2:
@ly_bbh
@baek__som
@0mingmong0
@doryunnim_txt
@rh38417505
@happy_3491
@ruu_myi
@flower_ryun
@south_road_0313

Top Replied-To in G3:
@miu_0225_
@cheerry_boy
@e_xodus_
@gangik_jye
@menyo_menyo
@bb_b12_
@ssebalssibal
@r_oyo88
@jlee_ovo
@impotence_0

Top Replied-To in G4:
@etinseon
@rainbowbrite_7
@kikinjiji
@sinnandao
@f_teatime78
@kimmikimmi__
@leyneffel

Top Replied-To in G5:
@chower_isfree
@wendy6757

Top Replied-To in G7:
@uf0sue0
@seolislucid
@chiyopapa_0724
@mood_0613_
@hologramsky0117
@mandoo0728
@amour_1230
@eatjin1204_0613

Top Replied-To in G8:
@threa_threa
@hi_im_lei
@jinwol_0
@chi_chi_opai
@mei_pri_chan
@algo_kiraeye
@__ex_in_twt
@bpbp_twt
@secretary__1

Top Replied-To in G9:
@wpfhdnjs3121305
@nel__34
@bamggyu_txt
@cyjjj02
@_bts_kkmjpkj_
@moon__btstwt
@1995_vlove

Top Replied-To in G10:
@bitsoritoctoc
@_tea_joan
@__roukan
@burnoutrice
@egg999123
@smartjk
@hakgyononono
@lena5432710

Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@pairsonnalitesa
@angelajeong
@aoao7586
@wandava
@aurora_blossom_
@hokcenayeokcena
@man0403
@sangim51
@lwt55dgcha1

Top Tweeters in G1:
@hjlv2378
@angelajeong
@man0403
@sangim51
@lwt55dgcha1
@kind0320
@relaxoowang
@hsc0420
@apocalypse_side
@star7113

Top Tweeters in G2:
@mr_han730
@3taptap
@enesiania
@kaminari_1214
@wherewhalee
@yaongevan
@swkv428
@neogureeee
@cornelialilys
@gh1449

Top Tweeters in G3:
@marshmallgom
@nini__soo
@nyu0w0
@zhcmdbzl
@_opillia
@bakady
@timeguard81
@ttuppyappyuppya
@e3c796831cb7484
@dlsrkstkfka2

Top Tweeters in G4:
@wandava
@aurora_blossom_
@a_riselovelive
@naraemaru
@athmtg1
@seraph506
@ths02130
@_nastycat
@edubox123
@ruvyn

Top Tweeters in G5:
@pairsonnalitesa
@hyechulson
@koreanewswire
@thisfre
@whyina01
@rubyruby1230
@theissuecollect
@vkfehrkdtks37
@ssukmaett
@fluffystory

Top Tweeters in G6:
@kimcfizz
@qriater
@typelast
@buster_wayne_
@gap01alpha
@_ss_2756
@ciple_rine
@__navi_ya
@sukida_korokke
@puno707

Top Tweeters in G7:
@ohmynews_korea
@7iyeon0613
@theatreq
@awkward_young
@valkyurey
@3s2482
@nyang_ggu
@mong_525
@2002tree1
@maro_ym

Top Tweeters in G8:
@lazysnowdark
@the_last_sleep
@comumoa_is
@water__dark
@cib05069
@hongdan1127
@woodwd1232
@han_bee1
@_lee__nunno_
@i4610_v

Top Tweeters in G9:
@n_5uy
@huwo__huwo
@kuronyang15
@maiden_16_
@cococo0515
@gr86151
@dddddd_____in
@pumpkin_in_dega
@peace20130613
@hsb0228

Top Tweeters in G10:
@hokcenayeokcena
@kittyt515
@1_djr123
@ssayyes
@wintery_sea
@dmdj135
@sanyacho211
@celestyn_p
@yeokbo
@ggyaa88


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