%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85, Twitter, 5/6/2021 8:50:26 AM, 254250


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%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85_2021-05-06_00-51-25.xlsx
원격수업_2021-05-06_00-51-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
원격수업 via NodeXL https://bit.ly/33jxCzZ
@pfpfool
@hankookilbo
@otori13
@thebluehousekr
@sysaida3200
@lukalouisriri
@maegukleftgal
@nuts__jupiter
@startrek_reng
@yonhaptweet

Top hashtags:
#원격수업용무선마이크
#온라인수업용무선마이크
#유튜버방송용무선마이크
#방송용무선마이크

Description:
Description
The graph represents a network of 6,240 Twitter users whose tweets in the requested range contained "원격수업", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 May 2021 at 08:07 UTC.

The requested start date was Thursday, 06 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 93-day, 14-hour, 46-minute period from Monday, 01 February 2021 at 01:19 UTC to Wednesday, 05 May 2021 at 16:06 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 : 6240
Unique Edges : 1942
Edges With Duplicates : 10221
Total Edges : 12163
Number of Edge Types : 5
Tweet : 2340
Retweet : 4640
MentionsInRetweet : 4617
Replies to : 534
Mentions : 32
Self-Loops : 2469
Reciprocated Vertex Pair Ratio : 0.00452023833983974
Reciprocated Edge Ratio : 0.00899979545919411
Connected Components : 1824
Single-Vertex Connected Components : 1350
Maximum Vertices in a Connected Component : 3404
Maximum Edges in a Connected Component : 7872
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.038814
Graph Density : 0.000125579995150439
Modularity : 0.418608
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,240 Twitter users whose tweets in the requested range contained "%EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 May 2021 at 08:07 UTC.

The requested start date was Thursday, 06 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 93-day, 14-hour, 46-minute period from Monday, 01 February 2021 at 01:19 UTC to Wednesday, 05 May 2021 at 16:06 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 : GraphServerTwitterSearch
Graph Term : %EC%9B%90%EA%B2%A9%EC%88%98%EC%97%85
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[480] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[143] https://handywave.co.kr/ab-ABS_goods_v-48
[107] https://handywave.co.kr/ab-ABS_goods_v-49
[77] https://v.kakao.com/v/20210224120604113?from=tgt
[72] https://handywave.co.kr/ab-ABS_goods_v-50
[72] https://handywave.co.kr/ab-ABS_goods_v-51
[49] https://twitter.com/otori13/status/1384722769858891776
[29] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[24] https://www.handywave.co.kr/ab-1682
[24] https://www.handywave.co.kr/ab-1681

Top URLs in Tweet in G1:
[2] http://www.ihalla.com/read.php3?aid=1615428982704038073
[1] http://www.ihalla.com/read.php3?aid=1615341580703949014
[1] https://n.news.naver.com/mnews/article/421/0005153093?sid=102&lfrom=twitter

Top URLs in Tweet in G2:
[5] https://link.coupang.com/re/AFFSDP?lptag=AF0822679&subid=kksuyoung&pageKey=4361189852&itemId=5129142895&vendorItemId=72438564635&traceid=V0-153-661e690b9b386945
[3] https://link.coupang.com/re/AFFSDP?lptag=AF7615855&subid=wpcoupang&pageKey=4361189852&itemId=5129142895&vendorItemId=72438564635&traceid=V0-153-661e690b9b386945
[2] https://onoffmix.com/event/232283
[2] http://thebucheon.com/article/article_view.php?num=110427&acd=144&bcd=151
[2] https://link.coupang.com/re/AFFSDP?lptag=AF5768737&subid=TwitterKakaoId&pageKey=4591372256&itemId=5646787938&vendorItemId=72945786333&traceid=V0-153-83a0140968fb35e4
[2] https://www.hani.co.kr/arti/society/schooling/984236.html
[2] http://techg.kr/29738/
[2] https://news.v.daum.net/v/20210304200950130?x_trkm=t
[2] http://timesisa.com//news/view.html?section=93&category=94&no=28712
[2] https://link.coupang.com/re/AFFSDP?lptag=AF0822679&subid=kksuyoung&pageKey=4361216678&itemId=5129193962&vendorItemId=72438616111&traceid=V0-153-19e989d015f6dc18

Top URLs in Tweet in G3:
[422] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[12] https://n.news.naver.com/article/001/0012269282?lfrom=twitter
[10] https://news.v.daum.net/v/20210412091153637?x_trkm=t
[9] https://link.naver.com/bridge?url=https%3A%2F%2Fn%2Enews%2Enaver%2Ecom%2Farticle%2F016%2F0001820109&dst=naversearchapp%3A%2F%2Finappbrowser%3Furl%3Dhttps%253A%252F%252Fn%252Enews%252Enaver%252Ecom%252Farticle%252F016%252F0001820109%26version%3D10%26sourceReferer%3Dshare
[7] https://news.v.daum.net/v/20210205144613609?x_trkm=t
[4] https://news.v.daum.net/v/20210420141017721
[3] https://www.chosun.com/national/2021/02/05/ESCEAHDGPVFOLLDEZS63WRDZ6Q/?utm_source=twitter&utm_medium=social&utm_campaign=twitter-post
[2] https://www.hankookilbo.com/News/Read/A2021011417160004272?1611038427784
[1] https://www.hankookilbo.com/News/Read/A2021040514010005660?1617627612413
[1] https://twitter.com/hankookilbo/status/1384316060258553864

Top URLs in Tweet in G4:
[10] https://m.facebook.com/story.php?story_fbid=295512501936778&id=100044340913497
[8] https://www.youtube.com/watch?v=aTb_j9gYTyo&feature=youtu.be

[5] https://news.v.daum.net/v/20210224120055803?x_trkm=t
[4] https://www.donga.com/news/article/all/20210306/105746508/1
[3] https://news.v.daum.net/v/20210210113710092?x_trkm=t
[2] https://news.v.daum.net/v/20210307195455885?x_trkm=t
[2] https://www.youtube.com/watch?v=ciVvXWZEBJU&feature=youtu.be

[1] https://www.korea.kr/news/policyNewsView.do?newsId=148885496
[1] https://news.v.daum.net/v/20210324060058313
[1] https://m.khan.co.kr/view.html?art_id=202103221044001&code=940100#c2b

Top URLs in Tweet in G5:
[74] https://v.kakao.com/v/20210224120604113?from=tgt
[15] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[2] https://trythis.co.kr/Swiper/400004152&R
[2] https://smartstore.naver.com/eomallcns/products/2098774615
[2] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[1] https://twitter.com/gdmorningyall/status/1378972102787653638
[1] http://news.khan.co.kr/kh_news/khan_art_view.html?art_id=202105031119001#csidx295db1999e09615890e83a64e2d3615
[1] https://www.youtube.com/watch?v=lx72sB6_Jyk&feature=youtu.be

[1] http://news.khan.co.kr/kh_news/khan_art_view.html?artid=202105031119001&code=940401&utm_source=twitter&utm_medium=social_share
[1] https://twitter.com/otori13/status/1384722769858891776

Top URLs in Tweet in G6:
[48] https://twitter.com/otori13/status/1384722769858891776
[30] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[2] https://v.kakao.com/v/20210224120604113?from=tgt
[1] https://n.news.naver.com/article/003/0010456851

Top URLs in Tweet in G9:
[1] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306

Top URLs in Tweet in G10:
[27] https://www.yna.co.kr/view/AKR20210215038700009?input=tw
[10] https://www.yna.co.kr/view/AKR20210308160151085?input=tw
[10] https://www.yna.co.kr/view/AKR20210222134900530?input=tw
[9] https://news.kbs.co.kr/news/view.do?ncd=5125518
[9] https://news.v.daum.net/v/20210213120600237
[7] https://news.kbs.co.kr/news/view.do?ncd=5176785
[6] https://news.kbs.co.kr/news/view.do?ncd=5135232
[5] https://www.yna.co.kr/view/AKR20210304065751530?input=tw
[3] https://www.hankookilbo.com/News/Read/A2021041918140005813?1618881642306
[2] https://news.v.daum.net/v/20210213092313923

Top Domains
Top Domains in Tweet in Entire Graph:
[669] co.kr
[483] hankookilbo.com
[92] coupang.com
[88] twitter.com
[81] naver.com
[77] kakao.com
[76] daum.net
[59] youtube.com
[14] huffingtonpost.kr
[13] ohmynews.com

Top Domains in Tweet in G1:
[3] ihalla.com
[1] naver.com

Top Domains in Tweet in G2:
[92] coupang.com
[47] naver.com
[39] co.kr
[25] twitter.com
[19] daum.net
[9] newspic.kr
[8] dkitnews.com
[8] gdomin.kr
[8] breaknews.com
[7] ilovegangwon.com

Top Domains in Tweet in G3:
[425] hankookilbo.com
[22] naver.com
[21] daum.net
[3] chosun.com
[1] twitter.com
[1] joins.com

Top Domains in Tweet in G4:
[13] youtube.com
[11] daum.net
[10] facebook.com
[4] donga.com
[3] co.kr
[1] korea.kr
[1] go.kr

Top Domains in Tweet in G5:
[74] kakao.com
[15] hankookilbo.com
[7] co.kr
[2] twitter.com
[2] naver.com
[1] youtube.com
[1] daum.net

Top Domains in Tweet in G6:
[48] twitter.com
[30] hankookilbo.com
[2] kakao.com
[1] naver.com

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

Top Domains in Tweet in G10:
[75] co.kr
[12] daum.net
[3] hankookilbo.com
[1] kakao.com
[1] youtube.com
[1] naver.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[347] 원격수업용무선마이크
[332] 온라인수업용무선마이크
[284] 유튜버방송용무선마이크
[278] 방송용무선마이크
[242] rt
[207] 녹화용무선마이크
[87] 강의용무선마이크
[87] 무선마이크
[87] 스와니폰
[71] 원격수업용무선마이크



Top Hashtags in Tweet in G1:
[3] 제주
[3] 코로나19
[2] 오현고
[2] 제주여상
[1] 학교방역
[1] 한라일보

Top Hashtags in Tweet in G2:
[5] 원격수업
[3] 원격수업
[3] 원격
[3] 섹트
[3] 전남목포신문
[2] 뜀구시교육청
[2] 뜀구교육청
[2] 뜀구광역시교육청
[2] 더부천
[2] thebucheon

Top Hashtags in Tweet in G5:
[1] 소셜브릭

Top Hashtags in Tweet in G7:
[242] rt

Top Hashtags in Tweet in G10:
[23] kbs
[22] kbs뉴스
[1] kbs뉴욤
[1] 이재명
[1] 원격수업
[1] 초등학생
[1] 디지털교육지원

Top Words
Top Words in Tweet in Entire Graph:
[9553] ì
[6449] ë
[4857] 원격
[3382] 원격수업
[3260] 모든
[3042] ê
[2442] 수업
[2355] í
[1711] 있다
[1685] 학생들은

Top Words in Tweet in G1:
[2959] 원격
[2954] 모든
[1480] 수업
[1477] 많이들
[1477] 일본
[1477] 비웃지만
[1477] 어린이네
[1477] 초등학교
[1477] 도쿄
[1477] 에서는

Top Words in Tweet in G2:
[3283] ì
[1996] ë
[1189] ê
[872] 원격수업
[755] í
[556] 원격
[469] œ
[457] 수업
[388] ìˆ
[261] 코로나

Top Words in Tweet in G3:
[470] hankookilbo
[468] 원격수업
[435] 교사
[423] 건
[422] 장기화로
[422] 학력격차가
[422] 심화됐다는
[422] 학부모의
[422] 심증
[422] 은

Top Words in Tweet in G4:
[447] 원격수업
[228] 방과후
[218] thebluehousekr
[218] 전교생이
[218] 38명인
[218] 도성초는
[218] 강원도교육청
[218] 놀이밥
[218] 공감학교
[218] 로

Top Words in Tweet in G5:
[777] ì
[550] ë
[342] 원격수업
[315] ê
[165] í
[138] 거
[134] 원격
[129] 한
[128] lukalouisriri
[127] œ

Top Words in Tweet in G6:
[592] 학생의
[398] 원격
[299] 말
[296] 보호자
[296] 여러분
[296] 수업시
[296] 교사가
[296] 마스크를
[296] 쓰고
[296] 있다면

Top Words in Tweet in G7:
[484] 이벤트
[243] 원격
[242] 기분
[242] 조아서
[242] 아까
[242] 열었던
[242] 물품
[242] 중
[242] 하나인
[242] 포카

Top Words in Tweet in G8:
[215] 거
[129] 듣는데
[86] 현제유진
[86] 대학생
[86] 한유진
[86] 캠
[86] 켜진줄
[86] 모르고
[86] 원격수업
[86] 성현제

Top Words in Tweet in G9:
[2159] ì
[1472] ë
[588] œëš
[493] ê
[393] í
[295] ϓ
[295] ìˆ
[197] ˆë
[114] maegukleftgal
[102] 본좌는

Top Words in Tweet in G10:
[99] 원격수업
[48] yonhaptweet
[27] 장기화에
[27] 10
[27] 씩
[27] 살찐
[27] 아이들
[27] 영양섭취
[27] 활동량
[27] 신종

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2623] ë,ì
[2119] ì,ì
[2100] ì,ë
[1929] 원격,수업
[1621] 많이들,일본
[1621] 일본,비웃지만
[1621] 비웃지만,어린이네
[1621] 어린이네,초등학교
[1621] 초등학교,도쿄
[1621] 도쿄,에서는

Top Word Pairs in Tweet in G1:
[1478] 원격,수업
[1477] 많이들,일본
[1477] 일본,비웃지만
[1477] 비웃지만,어린이네
[1477] 어린이네,초등학교
[1477] 초등학교,도쿄
[1477] 도쿄,에서는
[1477] 에서는,최근
[1477] 최근,모든
[1477] 모든,학생들에게

Top Word Pairs in Tweet in G2:
[916] ì,ì
[595] ì,ë
[558] ë,ì
[518] ì,ê
[402] ë,ë
[344] ê,ì
[329] ìˆ,ì
[249] ì,í
[220] ê,ìˆ
[197] ë,ê

Top Word Pairs in Tweet in G3:
[422] hankookilbo,원격수업
[422] 원격수업,장기화로
[422] 장기화로,학력격차가
[422] 학력격차가,심화됐다는
[422] 심화됐다는,교사
[422] 교사,학부모의
[422] 학부모의,심증
[422] 심증,은
[422] 은,많았지만
[422] 많았지만,대규모

Top Word Pairs in Tweet in G4:
[218] 전교생이,38명인
[218] 38명인,도성초는
[218] 도성초는,강원도교육청
[218] 강원도교육청,놀이밥
[218] 놀이밥,공감학교
[218] 공감학교,로
[218] 로,지정되어
[218] 지정되어,다양한
[218] 다양한,놀이활동
[218] 놀이활동,및

Top Word Pairs in Tweet in G5:
[245] ì,ì
[171] ì,ë
[159] ë,ì
[145] ì,ê
[119] ë,ë
[118] 한,명
[74] ê,ë
[73] 미친,거
[73] 거,아니냐
[73] 아니냐,아무리

Top Word Pairs in Tweet in G6:
[296] 학생의,보호자
[296] 보호자,여러분
[296] 여러분,학생의
[296] 학생의,원격
[296] 원격,수업시
[296] 수업시,교사가
[296] 교사가,마스크를
[296] 마스크를,쓰고
[296] 쓰고,있다면
[296] 있다면,교육청에

Top Word Pairs in Tweet in G7:
[242] 기분,조아서
[242] 조아서,아까
[242] 아까,이벤트
[242] 이벤트,열었던
[242] 열었던,물품
[242] 물품,중
[242] 중,하나인
[242] 하나인,포카
[242] 포카,이벤트
[242] 이벤트,열어요

Top Word Pairs in Tweet in G8:
[86] 현제유진,대학생
[86] 대학생,한유진
[86] 한유진,캠
[86] 캠,켜진줄
[86] 켜진줄,모르고
[86] 모르고,원격수업
[86] 원격수업,듣는데
[86] 듣는데,성현제
[86] 성현제,39
[86] 39,교수

Top Word Pairs in Tweet in G9:
[981] ë,ì
[588] ì,œëš
[393] ì,ë
[392] ì,ì
[295] ì,œì
[294] ë,ë
[294] œëš,ê
[196] œëš,ì
[196] ì,ê
[196] ìˆ,ì

Top Word Pairs in Tweet in G10:
[27] 원격수업,장기화에
[27] 장기화에,10
[27] 10,씩
[27] 씩,살찐
[27] 살찐,아이들
[27] 아이들,영양섭취
[27] 영양섭취,활동량
[27] 활동량,신종
[27] 신종,코로나바이러스
[27] 코로나바이러스,감염증

Top Replied-To
Top Replied-To in Entire Graph:
@bts_sy_08
@burnoutrice
@enhypen_members
@nana02_27
@adverbkr
@x3b9rzyktydgohw
@eungnyang
@lollyzzzyou
@x1x1x1x1bb
@l_a_y_e_r

Top Replied-To in G1:
@31titaness77
@mielo0o
@sengsoomasiza
@eve__s2_
@ana_ri_07

Top Replied-To in G2:

Top Replied-To in G3:
@wondergoms
@kawaishaka

Top Replied-To in G4:
@namhoon
@thebluehousekr
@ssapunk
@rational_decide
@gom_se_ma_lee

Top Replied-To in G5:
@burnoutrice
@adverbkr
@lollyzzzyou
@enie_latente
@sim_angry_
@a11133072
@freewill_9
@rururu__t
@kteacher0098
@lazymaam

Top Replied-To in G6:
@__los2ve__

Top Replied-To in G7:
@_0825_1122
@u_ha__12
@raon_2145
@b9xzs

Top Replied-To in G10:
@cwzicrfixl77wnw

Top Mentioned
Top Mentioned in Entire Graph:
@pfpfool
@hankookilbo
@otori13
@jjicchong02
@thebluehousekr
@lukalouisriri
@maegukleftgal
@handywave
@wirelessserial
@jjchoi87

Top Mentioned in G1:
@pfpfool
@hallailbo

Top Mentioned in G2:
@pairsonnalitesa
@youoneone_
@yunjaegug8039
@newsvop
@z_ero_00
@byulaa_onfuse
@agit00
@w8bmocoybmwmmni

Top Mentioned in G3:
@hankookilbo
@pfpfool
@charles20pacs
@chhioo1
@prometaler
@roangram
@xntks025
@maybe6663
@chosun
@thebluehousekr

Top Mentioned in G4:
@thebluehousekr
@forestogether08
@namhoon
@hellopolicy
@busancitygovt
@joeunedu
@youtube
@jasmine_vanbeat
@asd1141df1
@ri1chang

Top Mentioned in G5:
@lukalouisriri
@tch_sister
@howoohowwoo
@a11133072
@pfpfool
@hankookilbo
@hs_abab
@otori13
@edrepliluxe
@tmdwls8282

Top Mentioned in G6:
@otori13
@pfpfool
@hankookilbo
@lukalouisriri
@a11133072
@tch_sister
@howoohowwoo
@gazigazi_teach

Top Mentioned in G7:
@jjicchong02

Top Mentioned in G8:
@nuts__jupiter
@naeseugeup
@pfpfool

Top Mentioned in G9:
@maegukleftgal
@otori13
@hankookilbo
@naeseugeup

Top Mentioned in G10:
@yonhaptweet
@kbsnews
@cwzicrfixl77wnw
@hankookilbo
@makeup446
@pfpfool
@tch_sister
@chhioo1
@youtube
@lollyzzzyou

Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@pairsonnalitesa
@eggry
@hokcenayeokcena
@lwt55dgcha1
@marshmallgom
@kim_jemma
@kind0320
@candyg_verito1
@edubox123

Top Tweeters in G1:
@marshmallgom
@goongma
@anne_xol
@d01te
@pleasure54
@discostar
@xiugeun
@chomap
@5024dbsdl
@wjsejguq_

Top Tweeters in G2:
@pairsonnalitesa
@edubox123
@seraph506
@breaknewscom
@hyechulson
@wkdrnsdl1
@angang0_0
@tpstm301
@redbluyeloo
@com2luck

Top Tweeters in G3:
@hl970226
@apocalypse_side
@bbyack_bbyack
@imuamen
@ssayyes
@aldksgody11
@mazin_043uma
@sanyacho211
@0617_0423_0115
@chokosong22

Top Tweeters in G4:
@hjlv2378
@lwt55dgcha1
@kim_jemma
@handpis
@kjk36780
@wdtd060515
@jisumom7472
@duckguim
@yunclara
@brro141

Top Tweeters in G5:
@hokcenayeokcena
@kittysister
@jaerhuam
@yeokbo
@zhcmdbzl
@artemizhb
@leon_s2
@blueisme9
@i_am_tifftato
@sisterdee0

Top Tweeters in G6:
@_nastycat
@harne_
@ths02130
@ruvyn
@sxnyqhia
@udadabi
@frombc7197
@yj615
@wdlgv1dvqxhdd2c
@ore_ha_sinanai

Top Tweeters in G7:
@nct95neoz
@sside20321
@pp_00ing
@moon_tatatatata
@sc_3190
@sincere_love_88
@judy_renjun
@gragimase
@qkekk_0
@_0825_1122

Top Tweeters in G8:
@giri01060802
@startrek_reng
@wowls79798
@nadaramu
@jinranily
@sseldeupum
@ti_ten_
@gksfl0402
@ko_kott
@hnyoochung_

Top Tweeters in G9:
@chya_poppp
@fn_choudol
@sinabro0106
@a_labyrinthos
@sithclare
@jw_happyday
@re_trie
@shapeapple
@jyj971101
@carrot_4037

Top Tweeters in G10:
@eggry
@candyg_verito1
@sseagles13
@whytory0528
@tjrlghks11
@souzaeluam
@jungjoo1215
@mgc41
@luuuuuuuuuuuu
@cwzicrfixl77wnw