#DH, Twitter, 1/4/2022 4:13:32 AM, 269421


FAQ | Problem?

#DH_2022-01-03_18-39-04.xlsx
#DH_2022-01-03_18-39-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 04, 2022
Short Description:
#DH via NodeXL https://bit.ly/3qOJ7L2
@botlabhd
@dnb_aktuelles
@jiaranai_group
@dhawards
@digtalhumanatee
@costamrv
@blind_scholar
@digblk
@digi_kar
@zfrancophone

Top hashtags:
#dh
#萨瓦迪卡曼谷
#digitalhumanities
#dianahaddad
#mtb
#ديانا_حداد
#19c
#downhill
#プロ野球
#指名打者

Description:
Description
The graph represents a network of 706 Twitter users whose tweets in the requested range contained "#DH", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 04 January 2022 at 02:40 UTC.

The requested start date was Tuesday, 04 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 3-hour, 2-minute period from Tuesday, 21 December 2021 at 01:58 UTC to Saturday, 01 January 2022 at 05:00 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 : 706
Unique Edges : 354
Edges With Duplicates : 1327
Total Edges : 1681
Number of Edge Types : 5
Tweet : 224
Retweet : 536
MentionsInRetweet : 694
Mentions : 214
Replies to : 13
Self-Loops : 234
Reciprocated Vertex Pair Ratio : 0.020979020979021
Reciprocated Edge Ratio : 0.0410958904109589
Connected Components : 143
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 130
Maximum Edges in a Connected Component : 406
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.975572
Graph Density : 0.00146665863018102
Modularity : 0.446034
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 706 Twitter users whose tweets in the requested range contained "#DH", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 04 January 2022 at 02:40 UTC.

The requested start date was Tuesday, 04 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 3-hour, 2-minute period from Tuesday, 21 December 2021 at 01:58 UTC to Saturday, 01 January 2022 at 05:00 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 : #DH
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:
[23] https://sports.yahoo.co.jp/contents/10030
[10] https://www.instagram.com/accounts/login/
[6] https://www.openbookpublishers.com/product/1417
[4] https://m.tiktok.com/v/7043880054220213510.html?_d=secCgwIARCbDRjEFSACKAESPgo8UC5vpqKAMZ5hucUPsluPZInJDNj%2F83B%2FbbN5URt0yNxUGzHqxgaGaEE%2BcWR0UECPXtFYIc9%2BGYzEZ47DGgA%3D&checksum=c5e493684ad41779925b37a453e972e7328b3c5bd925f9ad751ba63a94904483&language=de&preview_pb=0&sec_user_id=MS4wLjABAAAAZDnodI-fI9oyra7Eu_Bx9ko9Nadc-2VdRRogrLhFmWua04CkwXCI4Ug5_kLWLSn9&share_app_id=1233&share_item_id=7043880054220213510&share_link_id=C90C9B79-B57E-48F5-A214-3FFAC5D63836&source=h5_m×tamp=1640072883&tt_from=twitter&u_code=db4h9d5c0hlc99&user_id=6798066310870926342&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[3] https://www.etsy.com/uk/listing/1147508581/medium-made-in-switzerland-by-descente
[3] https://asai-dental.or.jp/dhlp/
[3] https://www.youtube.com/watch?v=mBZwYUaIRfY&feature=youtu.be

[3] https://www.fae.ad/index.php?option=com_content&view=article&id=3526
[2] https://ergameonline.ru/games/raketspel/downhill-chill-html5
[2] https://www.youtube.com/watch?v=7nTFDaMHLbw&feature=youtu.be


Top URLs in Tweet in G1:
[5] https://www.openbookpublishers.com/product/1417
[3] https://www.youtube.com/watch?v=mBZwYUaIRfY&feature=youtu.be

[2] https://dhn.utoronto.ca/events/
[2] https://twitter.com/msiemund/status/1473024099303755782
[1] https://uu.varbi.com/en/what:job/jobID:457737/type:job/where:4/apply:1
[1] https://rossio.fcsh.unl.pt/2021/06/17/workshop-vocabularios-controlados-e-organizacao-de-conhecimento-para-as-humanidades-digitais/
[1] https://www.youtube.com/watch?v=BXOyiniXxyI&feature=youtu.be

[1] https://www.youtube.com/watch?v=DYpVN1o93hA&feature=youtu.be

[1] https://twitter.com/dhawards/status/1474074212923060227
[1] https://m.tiktok.com/v/7045168822449409286.html?_d=secCgwIARCbDRjEFSACKAESPgo8ipV8RlWzgNrjNWMWJJ4jEWiegJt6uaWxtuMZD93Go3pXlhqq0nmd2NPba9hdK5gHgzanEW%2FT%2FuPPcw9SGgA%3D&checksum=c355185ff6ac7354f2d97d4e905bdbe7d2883edcc629ee3750bf5f097c37f44f&language=de&preview_pb=0&sec_user_id=MS4wLjABAAAAeguALgN_3SyDITC2G8SYrsiGwrgNXt1bOimUxVFmDyXJlY8lXcOufu2OD4SHbtdM&share_app_id=1233&share_item_id=7045168822449409286&share_link_id=7F928E2F-A64A-405A-9D96-F3DD9226F480&source=h5_m×tamp=1640339215&tt_from=twitter&u_code=dalcj299ki046j&user_id=6792159483177092098&utm_campaign=client_share&utm_medium=ios&utm_source=twitter

Top URLs in Tweet in G3:
[4] https://www.instagram.com/accounts/login/
[3] https://asai-dental.or.jp/dhlp/
[2] https://news.yahoo.co.jp/articles/c95fe80133cd906806c1b6c54cb23d85ad517c7a
[2] https://streamlabs.com/coacheslab/p/home/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fourgame.mlblogs.com%2Fthe-origins-of-the-designated-hitter-7608dcc4bbf9
[1] https://rural.as.cornell.edu/spring-seminar
[1] https://twitter.com/TheoryMeetsPrax/status/1473319351650590727
[1] https://www.uta-net.com/song/170/
[1] https://www.youtube.com/watch?v=1Z8SbQ5G_K4

[1] https://www.youtube.com/watch?v=tmCXRP4-dMQ


Top URLs in Tweet in G4:
[1] https://digblk.psu.edu/funding-and-opportunities/
[1] https://twitter.com/NEH_PresAccess/status/1471608527332458511
[1] http://americanstudier.blogspot.com/2021/12/december-21-2021-wishes-for-amst-elves.html

Top URLs in Tweet in G5:
[23] https://sports.yahoo.co.jp/contents/10030
[1] https://sports.yahoo.co.jp/column/detail/202112210006-spnavi

Top URLs in Tweet in G6:
[1] https://notebooks.gesis.org/binder/v2/gh/deutsche-nationalbibliothek/dnblab/main?urlpath=%2Fvoila%2Frender%2FDNB_Testabfrage_SRU.ipynb
[1] https://www.openbookpublishers.com/product/1417

Top URLs in Tweet in G7:
[1] http://dhawards.org/dhawards2021/nominations/
[1] https://twitter.com/ejkgitre/status/1473047202494824456
[1] https://twitter.com/dhawards/status/1475256794637377538

Top URLs in Tweet in G8:
[1] https://twitter.com/SFP_mx/status/1476235387622330381
[1] https://twitter.com/NachoRgz/status/1476004522652692481

Top URLs in Tweet in G9:
[3] https://www.etsy.com/uk/listing/1147508581/medium-made-in-switzerland-by-descente
[2] https://www.youtube.com/watch?v=Ar6ln78quBg&feature=youtu.be

[2] https://www.youtube.com/watch?v=nb7rHRk5HlQ&feature=youtu.be

[2] https://www.youtube.com/watch?v=ulGL6iP3W-Q&feature=youtu.be

[2] https://www.youtube.com/watch?v=7nTFDaMHLbw&feature=youtu.be

[2] https://ergameonline.ru/games/raketspel/downhill-chill-html5
[1] https://www.youtube.com/watch?v=Qi0lyGAl1Yc&feature=youtu.be

[1] https://www.youtube.com/watch?v=iERPK43b2Vo&feature=youtu.be

[1] https://www.instagram.com/accounts/login/
[1] https://www.etsy.com/uk/listing/1114120626/xl-long-sleeve-italian-jacket-fleeced

Top URLs in Tweet in G10:
[1] https://thefirstinft.com/
[1] https://docs.google.com/document/d/1oXqal0fIlQ5Ijqw2CfDXzZ9ls_vmF4Rk5PJxVou37eI/edit?usp=sharing

Top Domains
Top Domains in Tweet in Entire Graph:
[30] twitter.com
[27] co.jp
[24] youtube.com
[10] instagram.com
[7] onelink.me
[6] openbookpublishers.com
[5] tiktok.com
[4] etsy.com
[4] fae.ad
[3] or.jp

Top Domains in Tweet in G1:
[6] twitter.com
[5] openbookpublishers.com
[5] youtube.com
[2] utoronto.ca
[1] varbi.com
[1] unl.pt
[1] tiktok.com
[1] dhd-blog.org
[1] touchnet.com
[1] tamu.edu

Top Domains in Tweet in G3:
[7] onelink.me
[5] twitter.com
[4] instagram.com
[3] youtube.com
[3] co.jp
[3] or.jp
[2] streamlabs.com
[2] wildapricot.org
[1] medium.com
[1] cornell.edu

Top Domains in Tweet in G4:
[1] psu.edu
[1] twitter.com
[1] blogspot.com

Top Domains in Tweet in G5:
[24] co.jp

Top Domains in Tweet in G6:
[1] gesis.org
[1] openbookpublishers.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] dhawards.org

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[11] youtube.com
[4] etsy.com
[2] ergameonline.ru
[1] instagram.com

Top Domains in Tweet in G10:
[1] thefirstinft.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[557] dh
[74] 萨瓦迪卡曼谷
[67] digitalhumanities
[58] dianahaddad
[37] mtb
[37] ديانا_حداد
[26] 19c
[26] downhill
[26] プロ野球
[24] 指名打者



Top Hashtags in Tweet in G1:
[84] dh
[63] digitalhumanities
[13] accessibility
[7] tiktok
[5] academictwitter
[5] wisskomm
[5] phinthedh
[5] openaccess
[4] publicdh
[4] citizenscience

Top Hashtags in Tweet in G2:
[74] 萨瓦迪卡曼谷
[2] สวัสดีกรุงเทพ
[2] ททท
[2] amazingthailand
[2] thaijiaranaigroup
[2] therapper
[2] therapperthailand
[2] dh
[2] ดฮ
[2] bp

Top Hashtags in Tweet in G3:
[126] dh
[14] 就活
[14] dental
[14] 歯科
[12] 紹介コード
[12] セールコード
[12] myprotein
[12] マイプロテイン
[12] マイプロ
[11] 22卒

Top Hashtags in Tweet in G4:
[25] 19c
[11] dh
[8] mlis
[8] humanities
[8] phd
[8] archives
[8] preservation
[1] poc19
[1] blktwitterstorians
[1] newspapers

Top Hashtags in Tweet in G5:
[24] プロ野球
[24] dh
[23] 指名打者
[23] セ・リーグdh制

Top Hashtags in Tweet in G6:
[2] dh
[2] digitalhumanities
[1] dnblab
[1] openaccess

Top Hashtags in Tweet in G7:
[20] dh
[1] digitalhumanities

Top Hashtags in Tweet in G8:
[8] dh
[8] libertadparaalejandra
[6] todossomosalejandra
[5] gertzmanero
[5] lamanoquemecelacunaesamloméxico
[2] justiciatardíaesinjusticia
[2] alejandrogertzmanero
[1] libertadparaalejandraprontayexpedita
[1] elderechonoseruegaseexige

Top Hashtags in Tweet in G9:
[23] dh
[22] mtb
[21] downhill
[10] enduromtb
[10] enduro
[10] mtblife
[9] mountainbike
[9] mtblove
[9] cycling
[6] keepitpinned

Top Hashtags in Tweet in G10:
[6] nft
[2] dh
[1] startup
[1] nftcommunity
[1] synthetic
[1] nfts
[1] 100daysofdh
[1] techtuesday
[1] deepfake
[1] aletheaai

Top Words
Top Words in Tweet in Entire Graph:
[556] #dh
[220] ก
[88] digital
[74] อย
[74] #萨瓦迪卡曼谷
[74] #สว
[74] สด
[72] jiaranai_group
[71] อนจะส
[71] นป

Top Words in Tweet in G1:
[86] digital
[84] #dh
[68] humanities
[63] #digitalhumanities
[33] what_is_dh
[21] one
[18] humanists
[16] 2022
[16] research
[14] questions

Top Words in Tweet in G2:
[220] ก
[74] อย
[74] #萨瓦迪卡曼谷
[74] #สว
[74] สด
[72] jiaranai_group
[71] อนจะส
[71] นป
[71] แอดจะไม
[71] ปล

Top Words in Tweet in G3:
[126] #dh
[14] #就活
[14] くるくるくるくる
[14] #dental
[14] #歯科
[12] マイプロテイン紹介コード
[12] cxkt
[12] r1
[12] 500円割引
[12] 紹介コードは割引コードと併用可

Top Words in Tweet in G4:
[50] black
[33] students
[26] organizing
[25] #19c
[24] digblk
[24] big
[24] 10
[24] grad
[24] studying
[24] history

Top Words in Tweet in G5:
[46] リーグdh制
[24] セ
[24] #プロ野球
[24] #dh
[23] sn_baseball_jp
[23] 一体どうなる
[23] 論争
[23] スポナビユーザーは賛成派
[23] 反対派
[23] 調査集計

Top Words in Tweet in G6:
[23] ganz
[23] ohne
[23] code
[23] einfach
[23] einmal
[23] ausprobieren
[23] daten
[23] aussehen
[23] man
[23] alles

Top Words in Tweet in G7:
[28] nominations
[20] #dh
[19] awards
[17] dhawards
[15] dh
[14] process
[14] starts
[14] fairly
[14] balanced
[14] set

Top Words in Tweet in G8:
[12] anaberthacruz1
[12] estoy
[9] acastillodc
[9] lopezobrador_
[8] #dh
[8] scjn
[8] #libertadparaalejandra
[7] arturozaldivarl
[6] anapaulaa74
[6] momento

Top Words in Tweet in G9:
[23] #dh
[22] #mtb
[21] #downhill
[11] youtube
[10] #enduromtb
[10] #enduro
[10] #mtblife
[9] #mountainbike
[9] #mtblove
[9] #cycling

Top Words in Tweet in G10:
[13] call
[13] papers
[13] 'bodies
[13] knowledge
[13] speculating
[13] libraries
[13] archives
[13] future
[13] information
[13] '

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] #萨瓦迪卡曼谷,#สว
[74] #สว,สด
[72] สด,ก
[71] ก,อนจะส
[71] อนจะส,นป
[71] นป,แอดจะไม
[71] แอดจะไม,ปล
[71] ปล,อยให
[71] อยให,ท
[71] ท,กคนต

Top Word Pairs in Tweet in G1:
[60] digital,humanities
[41] #dh,#digitalhumanities
[33] what_is_dh,digital
[18] digital,humanists
[13] humanists,folks
[13] folks,related
[13] related,disciplines
[13] disciplines,questions
[13] questions,#accessibility
[13] #accessibility,general

Top Word Pairs in Tweet in G2:
[74] #萨瓦迪卡曼谷,#สว
[74] #สว,สด
[72] สด,ก
[71] ก,อนจะส
[71] อนจะส,นป
[71] นป,แอดจะไม
[71] แอดจะไม,ปล
[71] ปล,อยให
[71] อยให,ท
[71] ท,กคนต

Top Word Pairs in Tweet in G3:
[14] くるくるくるくる,#dental
[14] #dental,#dh
[14] #dh,#歯科
[12] マイプロテイン紹介コード,cxkt
[12] cxkt,r1
[12] r1,500円割引
[12] 500円割引,紹介コードは割引コードと併用可
[12] 紹介コードは割引コードと併用可,公式line登録で2
[12] 公式line登録で2,000円オフ
[12] 000円オフ,#紹介コード

Top Word Pairs in Tweet in G4:
[25] #19c,black
[24] big,10
[24] 10,grad
[24] grad,students
[24] students,studying
[24] studying,#19c
[24] black,history
[24] history,culture
[24] culture,organizing
[24] organizing,spend

Top Word Pairs in Tweet in G5:
[24] #プロ野球,#dh
[23] 一体どうなる,セ
[23] セ,リーグdh制
[23] リーグdh制,論争
[23] 論争,スポナビユーザーは賛成派
[23] スポナビユーザーは賛成派,反対派
[23] 反対派,調査集計
[23] 調査集計,スリーライト
[23] スリーライト,連載
[23] 連載,プロ野球みんなの意見

Top Word Pairs in Tweet in G6:
[23] ganz,ohne
[23] ohne,code
[23] code,einfach
[23] einfach,einmal
[23] einmal,ausprobieren
[23] ausprobieren,daten
[23] daten,aussehen
[23] aussehen,man
[23] man,alles
[23] alles,machen

Top Word Pairs in Tweet in G7:
[14] #dh,awards
[14] awards,nominations
[14] nominations,process
[14] process,starts
[14] starts,fairly
[14] fairly,balanced
[14] balanced,set
[14] set,nominations
[14] nominations,far
[14] far,none

Top Word Pairs in Tweet in G8:
[7] anaberthacruz1,acastillodc
[7] scjn,arturozaldivarl
[6] anapaulaa74,momento
[6] momento,estoy
[6] estoy,cdmx
[6] cdmx,estoy
[6] estoy,100
[6] 100,ustedes
[6] ustedes,twitter
[6] twitter,#todossomosalejandra

Top Word Pairs in Tweet in G9:
[11] #dh,#downhill
[6] #enduro,#dh
[6] youtube,#keepitpinned
[6] #keepitpinned,#mtb
[5] #mtb,#enduro
[4] #downhill,#dh
[4] back,tweeter
[4] tweeter,check
[4] check,2022
[4] 2022,schedule

Top Word Pairs in Tweet in G10:
[13] call,papers
[13] papers,'bodies
[13] 'bodies,knowledge
[13] knowledge,speculating
[13] speculating,libraries
[13] libraries,archives
[13] archives,future
[13] future,information
[13] information,'
[13] ',special

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jiaranai_group
@dianahaddad
@ajwanhaddad
@what_is_dh
@dnb_aktuelles
@digblk
@duranhoca
@sn_baseball_jp
@dhawards
@anaberthacruz1

Top Mentioned in G1:
@what_is_dh
@costamrv
@blind_scholar
@dhuppsala
@pandas_dev
@uoftdhn
@wjb_mattingly
@dnb_aktuelles
@digi_kar

Top Mentioned in G2:
@jiaranai_group

Top Mentioned in G3:

Top Mentioned in G4:
@digblk
@mollyhardy
@ccp_org
@douglassdayorg
@sharporg
@c19americanists
@therealsea
@rsaperiodicals
@ala_joblist
@americanstudier

Top Mentioned in G5:
@sn_baseball_jp

Top Mentioned in G6:
@dnb_aktuelles
@v_i_o_l_a

Top Mentioned in G7:
@dhawards
@sheilaabrennan
@dnb_aktuelles
@carleton_u
@tamu_codhr

Top Mentioned in G8:
@anaberthacruz1
@lopezobrador_
@scjn
@acastillodc
@arturozaldivarl
@anapaulaa74
@senadomexicano
@mx_diputados
@pablogomez1968
@onudhmexico

Top Mentioned in G9:
@youtube
@colphilip1
@gonutsbiking
@sean_wilton_mtb
@edu_enduro
@nevadosdchillan
@mtb_pato
@momoiann
@ellinidesa
@ergameonline

Top Mentioned in G10:
@jolwalton
@colossyan
@bsfa
@dracopoullos
@stewartcbaker

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@ipythonistabot
@sabahsevgi35
@el_clarinete
@eenadulivenews
@ricardo_ik_ahau
@codewithtwitchi
@pythonexpertbot
@rfi
@tmmd

Top Tweeters in G1:
@ipythonistabot
@pythonexpertbot
@textundblog
@v_i_o_l_a
@digtalhumanatee
@real_person_dh
@lambo
@botlabhd
@carmina_banana
@sasiahhochle

Top Tweeters in G2:
@znxtte0hjzpeok2
@mm20797152
@jessbminds
@ftl5ssh0p2vxhuy
@khawtangbp
@nsuwannapon
@ptmpatto
@needle_bp
@theearnss
@netde5

Top Tweeters in G3:
@el_clarinete
@eenadulivenews
@friends2support
@beth_lizet
@shikaeiseishidh
@transtv_corp
@alolucass
@strangerstiii
@softcxrlaa
@meyersmusings

Top Tweeters in G4:
@notingshaw
@mikaelaskyesays
@ameckeco
@ayeegreen
@aejohnsonphd
@miriamkp
@culturedmodesty
@americanstudier
@ala_joblist
@pedagogyamlitst

Top Tweeters in G5:
@sm_dcb
@hirowa_0607
@smapppppforeve1
@mmpastelreinbow
@tetsuya_gerard
@sadasemb
@guts1129
@kohei_16091902
@sportsnavi
@miyato911

Top Tweeters in G6:
@stabihh
@nichtich
@stsg_thueringen
@hfreye
@vwestric_west
@library_pirate
@katjakaetejana
@leipzig_forscht
@keuckt
@nilsonjade

Top Tweeters in G7:
@kzhr
@fdmhildesheim
@mia_out
@electricarchaeo
@jamescummings
@dpmckenzie
@triproftri
@jmcclurken
@sheilaabrennan
@carleton_u

Top Tweeters in G8:
@julieta52124609
@hectorc09254715
@cpaularena
@maraelenes
@senadomexicano
@elleny1921
@mx_diputados
@libertadparaal1
@anaberthacruz1
@cndh

Top Tweeters in G9:
@drnyheder
@dhumpachika
@edu_enduro
@atomyellow46
@svtnyheter
@khsmtb
@youtube
@londoncycle3
@sharetamill
@sweatandcheer

Top Tweeters in G10:
@codewithtwitchi
@productier1
@superteamup
@suttope
@deirdre_flynn
@jolwalton
@stewartcbaker
@evedrdiscworld
@dracopoullos
@deepfakenews1


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