icwsm, Twitter, 5/31/2020 11:25:59 AM, 228557


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icwsm_2020-05-30_18-21-32.xlsx
icwsm_2020-05-30_18-21-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2020
Short Description:
icwsm via NodeXL https://bit.ly/3ciUilW
@icwsm
@cikm2020
@jacobeisenstein
@mediateworkshop
@wikiresearch
@sanjrockz
@ugurkursuncu
@jisunan
@nodexl
@a_d_robertson

Top hashtags:
#icwsm2020
#covid19
#cikm2020
#icwsm
#icwsm2021
#mediate2020
#cysoc2020

Description:
Description
The graph represents a network of 520 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 31 May 2020 at 01:21 UTC.

The requested start date was Sunday, 31 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 90-day, 4-hour, 30-minute period from Sunday, 01 March 2020 at 02:08 UTC to Saturday, 30 May 2020 at 06:39 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 : 520
Unique Edges : 729
Edges With Duplicates : 1304
Total Edges : 2033
Number of Edge Types : 5
Replies to : 91
Mentions : 509
Tweet : 71
MentionsInRetweet : 906
Retweet : 456
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0823311748381129
Reciprocated Edge Ratio : 0.152136752136752
Connected Components : 36
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 448
Maximum Edges in a Connected Component : 1963
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.142645
Graph Density : 0.00433526011560694
Modularity : 0.411567
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 520 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 31 May 2020 at 01:21 UTC.

The requested start date was Sunday, 31 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 90-day, 4-hour, 30-minute period from Sunday, 01 March 2020 at 02:08 UTC to Saturday, 30 May 2020 at 06:39 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 : icwsm
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:
[16] https://www.icwsm.org/2020/index.html#papers_accepted
[11] http://socialsens.web.illinois.edu/
[10] https://sites.google.com/view/icwsm2020datachallenge
[8] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17833/17080
[7] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[6] https://www.icwsm.org/2020/index.html#registration
[6] https://cikm2020.org/call-for-doctoral-consortium-participation/
[5] https://aaaiconf.cvent.com/events/iProc.aspx?5S,M3,3c34a453-8ca3-4494-ad85-0e50ec525dbb
[4] https://www.icwsm.org/2020/index.html
[3] https://twitter.com/icwsm/status/1263525302665449473

Top URLs in Tweet in G1:
[9] http://socialsens.web.illinois.edu/
[5] https://www.icwsm.org/2020/index.html#papers_accepted
[4] https://sites.google.com/view/icwsm2020datachallenge
[3] https://www.icwsm.org/2020/index.html#registration
[3] http://icwsm.org
[3] https://aaaiconf.cvent.com/events/iProc.aspx?5S,M3,3c34a453-8ca3-4494-ad85-0e50ec525dbb
[2] https://medium.com/@isiminds/twitter-dataset-related-to-covid-19-coronavirus-released-b0610c718910
[2] https://sites.google.com/view/dataispeople/
[2] https://twitter.com/icwsm/status/1241103070186045450
[2] https://twitter.com/icwsm/status/1255919850024730626?s=21

Top URLs in Tweet in G2:
[5] https://www.icwsm.org/2020/index.html#papers_accepted
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224851
[2] https://www.icwsm.org/2020/index.html#registration
[2] http://neco.io/
[2] https://aaaiconf.cvent.com/events/iProc.aspx?5S,M3,3c34a453-8ca3-4494-ad85-0e50ec525dbb
[2] https://twitter.com/icwsm/status/1263525302665449473
[2] https://sites.google.com/view/icwsm2020datachallenge
[2] http://CySoc.aiisc.ai
[2] https://mediateworkshop.github.io/
[1] http://emoji2020.aiisc.ai/#section-agenda

Top URLs in Tweet in G3:
[6] https://cikm2020.org/call-for-doctoral-consortium-participation/
[2] https://www.icwsm.org/2020/index.html#papers_accepted
[2] https://sites.google.com/view/icwsm2020datachallenge
[1] https://cikm2020.org/call-for-poster-and-demo-papers/
[1] https://new.precisionconference.com/user/login?next=https%3A//new.precisionconference.com/review_volunteering
[1] https://twitter.com/icwsm/status/1257342532780019714

Top URLs in Tweet in G4:
[4] https://www.icwsm.org/2020/index.html#papers_accepted
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199786
[2] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13140/12828
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3271
[1] https://twitter.com/icwsm/status/1241103070186045450
[1] https://twitter.com/10yutaro24/status/1242062833036095490
[1] https://twitter.com/keiichi_ochiai/status/1263820208369614849
[1] https://twitter.com/keiichi_ochiai/status/1263830336602923019
[1] https://www.icwsm.org/2020/index.html

Top URLs in Tweet in G5:
[6] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[2] https://zenodo.org/record/3606810
[2] https://sites.google.com/view/icwsm2020datachallenge
[1] https://arxiv.org/abs/2001.07487
[1] https://twitter.com/icwsm/status/1263525302665449473
[1] https://arxiv.org/pdf/1801.10396.pdf
[1] http://archive.is
[1] https://twitter.com/BostonJoan/status/1255843335958409218
[1] https://twitter.com/ifthedevilisix/status/1240750293538820097
[1] https://twitter.com/ifthedevilisix/status/1245492249502375936

Top URLs in Tweet in G6:
[1] http://socialsens.web.illinois.edu/
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/viewPaper/13034
[1] https://arxiv.org/pdf/2001.10570.pdf
[1] https://arxiv.org/pdf/1609.09047v2.pdf
[1] https://twitter.com/cjziems/status/1247902618359226380
[1] https://arxiv.org/pdf/2004.01820.pdf

Top URLs in Tweet in G7:
[2] https://fr.scribd.com/document/324109982/Pro%EF%AC%81le-Pictures-on-Social-Media-Gender-and-Regional-Differences
[2] https://www.researchgate.net/publication/295402737_Gender_stereotypes_in_Facebook_profiles_Are_women_more_female_online
[2] https://www.researchgate.net/profile/Martin_Fiebert/publication/316861686_Facebook_Profile_Pictures_Gender_Differences_in_Frequency_and_Type_of_Profile_Pictures_Posted_within_One-Year_Period_Among_Older_Adults/links/5914c8f74585152e199de4cd/Facebook-Profile-Pictures-Gender-Differences-in-Frequency-and-Type-of-Profile-Pictures-Posted-within-One-Year-Period-Among-Older-Adults.pdf
[2] https://research.fb.com/publications/gender-topic-and-audience-response-an-analysis-of-user-generated-content-on-facebook/
[2] https://socialmediapsychology.eu/2016/10/22/gender-and-social-media/
[1] https://www.icwsm.org/2020/
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/viewFile/6114/6387
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/viewPDFInterstitial/13073/12747
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/download/13063/12821
[1] https://aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/viewFile/10497/10458

Top URLs in Tweet in G8:
[1] http://smash.inf.ed.ac.uk/publication/

Top URLs in Tweet in G9:
[2] https://mediacloud.org/icwsm-2020
[1] https://icwsm.org/2020/ICWSM_20_Schedule.pdf
[1] https://icwsm.org/2020/index.html#workshops_schedule
[1] https://www.icwsm.org/2020/index.html#registration
[1] https://twitter.com/SciOrestis/status/1263488872081772545
[1] https://twitter.com/media_cloud/status/1260569112671027201

Top URLs in Tweet in G10:
[2] https://www.icwsm.org/2020/
[1] https://twitter.com/SpotifyResearch/status/1242051995701297152

Top Domains
Top Domains in Tweet in Entire Graph:
[41] icwsm.org
[40] twitter.com
[33] aaai.org
[14] google.com
[12] arxiv.org
[12] illinois.edu
[8] nodexlgraphgallery.org
[7] washington.edu
[7] ac.uk
[7] cikm2020.org

Top Domains in Tweet in G1:
[15] icwsm.org
[11] twitter.com
[10] illinois.edu
[8] google.com
[3] cvent.com
[3] medium.com
[2] arxiv.org
[1] precisionconference.com
[1] koustuv.com
[1] aaai.org

Top Domains in Tweet in G2:
[8] twitter.com
[7] icwsm.org
[4] aiisc.ai
[3] neco.io
[3] nodexlgraphgallery.org
[2] cvent.com
[2] google.com
[2] github.io
[1] arxiv.org
[1] illinois.edu

Top Domains in Tweet in G3:
[7] cikm2020.org
[2] icwsm.org
[2] google.com
[1] precisionconference.com
[1] twitter.com

Top Domains in Tweet in G4:
[6] twitter.com
[5] icwsm.org
[5] nodexlgraphgallery.org
[3] aaai.org
[2] ac.uk

Top Domains in Tweet in G5:
[6] washington.edu
[4] twitter.com
[2] zenodo.org
[2] arxiv.org
[2] google.com
[1] archive.is

Top Domains in Tweet in G6:
[3] arxiv.org
[1] illinois.edu
[1] aaai.org
[1] twitter.com

Top Domains in Tweet in G7:
[8] aaai.org
[4] icwsm.org
[4] researchgate.net
[2] scribd.com
[2] fb.com
[2] socialmediapsychology.eu
[1] arxiv.org

Top Domains in Tweet in G8:
[1] ac.uk

Top Domains in Tweet in G9:
[3] icwsm.org
[2] mediacloud.org
[2] twitter.com

Top Domains in Tweet in G10:
[2] icwsm.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[122] icwsm2020
[47] covid19
[38] cikm2020
[37] icwsm
[22] icwsm2021
[17] mediate2020
[12] cysoc2020
[11] knowledgemanagement
[11] cybersocialthreats
[10] atlanta



Top Hashtags in Tweet in G1:
[55] icwsm2020
[16] icwsm2021
[13] icwsm
[6] covid19
[3] nlp
[2] تعلم_الألة
[2] الويب
[2] fleet
[2] misinformation
[1] cybersocialthreats

Top Hashtags in Tweet in G2:
[28] icwsm2020
[12] cysoc2020
[9] icwsm
[9] mediate2020
[8] emoji2020
[8] neco2020
[8] cybersocialthreats
[7] iswsm2020
[7] atlanta
[5] covid19

Top Hashtags in Tweet in G3:
[38] cikm2020
[34] covid19
[11] icwsm2020
[11] knowledgemanagement
[3] icwsm2021
[2] fairness
[2] icwsm
[1] datamining
[1] dataknowledge
[1] sustainability

Top Hashtags in Tweet in G4:
[12] icwsm2020
[5] icwsm
[5] icwsm2019
[4] css
[3] plotoftheday
[3] phdchat
[3] munich
[3] icwsm19
[2] cscw2019
[2] socialmedia

Top Hashtags in Tweet in G5:
[2] icwsm2020
[2] covid19
[1] icwsm2021

Top Hashtags in Tweet in G6:
[3] icwsm2020
[1] icwsm

Top Hashtags in Tweet in G7:
[2] icwsm
[2] genderstudies
[1] icwsm2020

Top Hashtags in Tweet in G8:
[2] icwsm2020
[1] cybersocialthreats
[1] atlanta

Top Hashtags in Tweet in G9:
[1] icwsm2020

Top Hashtags in Tweet in G10:
[4] icwsm2020

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[144] icwsm
[55] #icwsm2020
[55] paper
[49] first
[36] accepted
[33] virtual
[33] conference
[32] share
[32] isi_fondazione
[31] twitter

Top Words in Tweet in G2:
[93] icwsm
[48] news
[46] workshop
[33] 2020
[28] #icwsm2020
[24] paper
[23] media
[23] papers
[22] social
[21] consider

Top Words in Tweet in G3:
[75] cikm2020
[62] research
[54] track
[41] eswc_conf
[40] acmdl
[38] #cikm2020
[34] #covid19
[32] promised
[32] deadlines
[32] adapting

Top Words in Tweet in G4:
[39] icwsm
[22] paper
[12] #icwsm2020
[11] political
[10] 2020
[10] pk_plus_plus
[10] gareth_tyson
[8] papers
[8] gvrkiran
[7] network

Top Words in Tweet in G5:
[34] emilianoucl
[34] re
[27] icwsm
[19] idramalab
[18] interesting
[17] piece
[17] misusing
[17] internet
[17] archive
[17] share

Top Words in Tweet in G6:
[12] paper
[9] emilio__ferrara
[7] icwsm
[6] detecting
[6] one
[6] favorite
[6] papers
[6] onurvarol
[6] botometer
[6] team

Top Words in Tweet in G7:
[7] icwsm
[3] co
[3] twitter
[3] social
[3] paper
[2] icwsmã
[2] 2020
[2] depressed
[2] #icwsm
[2] reviewers

Top Words in Tweet in G8:
[7] papers
[6] accepted
[5] smash_edin
[5] amazing
[5] team
[5] 13
[5] first
[5] months
[5] 2020
[5] top

Top Words in Tweet in G9:
[19] media
[11] tutorial
[9] online
[8] cloud
[8] more
[8] aashkadave
[7] rahulbot
[6] icwsm
[6] sciorestis
[6] interested

Top Words in Tweet in G10:
[11] spotifyresearch
[9] samfway
[7] hsmcramer
[7] local
[6] happy
[6] news
[6] paper
[6] scientists
[6] scinoise
[6] trends

Top Word Pairs
Top Word Pairs in Tweet in G2:
[32] icwsm,2020
[30] please,consider
[29] consider,submitting
[29] accepted,icwsm
[29] news,paper
[29] paper,accepted
[29] 2020,diyi_yang
[29] diyi_yang,jacobeisenstein
[29] jacobeisenstein,measure
[29] measure,collective

Top Word Pairs in Tweet in G3:
[25] research,track
[16] acmdl,eswc_conf
[15] promised,deadlines
[15] deadlines,research
[14] track,#cikm2020
[14] #cikm2020,adapting
[14] adapting,situation
[14] #covid19,acmdl
[14] situation,#covid19
[14] cikm2020,promised

Top Word Pairs in Tweet in G4:
[45] icwsm,2020
[40] upcoming,icwsm
[32] 2020,paper
[32] paper,arxiv
[32] arxiv,present
[32] present,political
[32] political,memes
[32] memes,transcend
[31] transcend,indian
[31] indian,languages

Top Word Pairs in Tweet in G5:
[9] interesting,piece
[7] piece,re
[7] re,misusing
[7] misusing,internet
[7] internet,archive
[7] archive,re
[7] re,share
[7] share,removed
[7] removed,content
[7] content,covid19

Top Word Pairs in Tweet in G6:
[17] one,favorite
[17] favorite,papers
[17] papers,onurvarol
[17] onurvarol,botometer
[17] botometer,team
[17] team,believe
[17] believe,already
[17] already,3yo
[17] 3yo,demonstrated
[17] really,glad

Top Word Pairs in Tweet in G7:
[6] icwsm,2020
[6] quelques,liens
[6] liens,par
[6] par,ailleurs
[6] ailleurs,pertinence
[6] pertinence,checker
[6] checker,#genderstudies
[6] data,challenge
[6] social,media

Top Word Pairs in Tweet in G8:
[2] amazing,team
[2] team,13
[2] 13,accepted
[2] accepted,papers
[2] papers,first
[2] first,months
[2] months,2020
[2] 2020,top
[2] top,journals
[] journals,conferences

Top Word Pairs in Tweet in G9:
[5] media,cloud
[5] online,media
[5] aashkadave,rahulbot
[5] interested,online
[5] media,analysis
[5] analysis,much
[5] much,more
[5] more,aashkadave
[5] rahulbot,organizing
[5] organizing,tutorial

Top Word Pairs in Tweet in G10:
[8] happy,news
[7] news,paper
[7] paper,spotifyresearch
[6] spotifyresearch,scientists
[6] scientists,samfway
[6] samfway,scinoise
[6] scinoise,hsmcramer
[6] hsmcramer,local
[6] local,trends
[6] trends,global

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@emilianoucl
@a_papasavva
@tforcworc
@cikm2020
@munmun10
@ejc5ys
@mediateworkshop
@elad1
@_anobles

Top Replied-To in G1:
@icwsm
@munmun10
@_anobles
@williamstome
@elad1
@rao2z
@m_starnini
@niloufar_s
@vedantneedmoedu
@samfway

Top Replied-To in G2:
@mediateworkshop
@icwsm
@vaaaanyaaaa
@sal_giorgi
@mtaylor_soc
@ugurkursuncu
@sanjrockz

Top Replied-To in G3:
@cikm2020
@junzhuang_
@imranukpk
@icwsm

Top Replied-To in G4:
@oatila
@elenadata
@manoelribeiro
@yo_ehara
@keiichi_ochiai
@nishanthsastry

Top Replied-To in G5:
@emilianoucl
@a_papasavva
@tforcworc
@ejc5ys
@haewoon
@idramalab

Top Replied-To in G6:
@emilio__ferrara

Top Replied-To in G8:
@smash_edin
@walid_magdy

Top Replied-To in G9:
@media_cloud
@sciorestis

Top Replied-To in G10:
@samfway

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@cikm2020
@eswc_conf
@acmdl
@emilianoucl
@isi_fondazione
@dir_2
@m_starnini
@jacobeisenstein
@idramalab

Top Mentioned in G1:
@icwsm
@isi_fondazione
@m_starnini
@ostrich007
@cfiesler
@munmun10
@jes
@kous2v
@jacobeisenstein
@emrek

Top Mentioned in G2:
@icwsm
@jacobeisenstein
@diyi_yang
@ugurkursuncu
@alethioguy
@mediateworkshop
@neco_workshop
@h_saggion
@amit_p
@haewoon

Top Mentioned in G3:
@cikm2020
@eswc_conf
@acmdl
@dir_2
@icwsm
@edwardacurry
@charlotte
@hhu_de
@gesis_org
@hcomp_conf

Top Mentioned in G4:
@icwsm
@pk_plus_plus
@gareth_tyson
@gvrkiran
@nishanthsastry
@jurgenpfeffer
@was3210
@fbenevenuto
@keiichi_ochiai
@sagarjoglekar

Top Mentioned in G5:
@icwsm
@emilianoucl
@idramalab
@zsavvas90
@gianluca_string
@jhblackb
@a_papasavva
@ifthedevilisix
@katestarbird

Top Mentioned in G6:
@emilio__ferrara
@onurvarol
@botometer
@lucaluceri
@icwsm
@cjziems
@fredmorstatter
@adamgdunn
@lexing
@andrei_rizoiu

Top Mentioned in G7:

Top Mentioned in G8:
@icwsm
@smash_edin
@acm_c
@acm_cscw
@aclmeeting
@websciconf
@lrec2020
@frontpsychol
@walid_magdy
@stevewilsonnlp

Top Mentioned in G9:
@aashkadave
@rahulbot
@sciorestis
@media_cloud
@icwsm

Top Mentioned in G10:
@samfway
@hsmcramer
@spotifyresearch
@scinoise
@icwsm

Top Tweeters
Top Tweeters in Entire Graph:
@nihaustin
@phoenixwomanmn
@auhsdbond
@akdm_bot
@maggieday55
@hubofml
@nowthisnews
@ynb
@pebblesj21
@webtermsbot

Top Tweeters in G1:
@webtermsbot
@fchasteland
@jeffbigham
@yasminsmirror
@shionguha
@mdekstrand
@ascochita
@natematias
@adamgdunn
@freesandstorm

Top Tweeters in G2:
@yuvalpi
@mark_riedl
@juanleitonm
@umnews
@haewoon
@biboudis
@rexdouglass
@winteram
@deppie_pant
@jhblackb

Top Tweeters in G3:
@akdm_bot
@hubofml
@nvsdata
@ibmdeveloper
@ra
@km_delivery
@esraa_ali
@abellogin
@hhu_de
@shawnmjones

Top Tweeters in G4:
@oatila
@tksakaki
@mtknnktm
@yo_ehara
@was3210
@danielequercia
@setten_qb
@rastrau
@nodexl
@asathiaseelan

Top Tweeters in G5:
@nihaustin
@phoenixwomanmn
@auhsdbond
@pebblesj21
@aasaraiko
@conspirator0
@ifthedevilisix
@katestarbird
@ejoep
@mobilibrarian

Top Tweeters in G6:
@tombreur
@micmactribe
@emilio__ferrara
@marco_java
@engineer_ken
@bessimaestro
@timothyjgraham
@osome_iu
@onurvarol
@supsi_ch

Top Tweeters in G7:
@darthton
@kdnuggets
@dimusa4u
@jeremyburge
@syardi
@emallson
@a
@sallyyuen95
@blogphilo
@yuhonghong1

Top Tweeters in G8:
@frontpsychol
@acm_c
@acm_cscw
@dilarakkl
@websciconf
@walid_magdy
@mabahgat
@mtahaei
@aclmeeting
@lrec2020

Top Tweeters in G9:
@heidilegg
@semimetic
@aashkadave
@tiasbasta
@rumboya
@centerartdesign
@chibold
@sciorestis
@media_cloud
@rahulbot

Top Tweeters in G10:
@lillian
@mounialalmas
@daveholtz
@hsmcramer
@mittu1204
@erishabh
@spotifyresearch
@bencarterette
@scinoise
@samfway


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