icwsm, Twitter, 3/22/2020 10:30:50 AM, 223425


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icwsm_2020-03-21_22-30-00.xlsx
icwsm_2020-03-21_22-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2020
Short Description:
icwsm via NodeXL https://bit.ly/2J36k6Z
@icwsm
@haewoon
@snchancellor
@jisunan
@mediateworkshop
@nataliebazarova
@george_berry
@walid_magdy
@emrek
@manasgaur90

Top hashtags:
#icwsm2020
#icwsm
#mediate2020
#cybersocialthreats
#atlanta
#cscw2020
#misinformation
#cscw

Description:
Description
The graph represents a network of 324 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, 22 March 2020 at 05:30 UTC.

The requested start date was Sunday, 22 March 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 78-day, 21-hour, 36-minute period from Thursday, 02 January 2020 at 08:37 UTC to Saturday, 21 March 2020 at 06:13 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 : 324
Unique Edges : 477
Edges With Duplicates : 156
Total Edges : 633
Number of Edge Types : 4
MentionsInRetweet : 328
Mentions : 182
Replies to : 58
Tweet : 65
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.0909090909090909
Reciprocated Edge Ratio : 0.166666666666667
Connected Components : 49
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 208
Maximum Edges in a Connected Component : 515
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.311657
Graph Density : 0.00470129572296755
Modularity : 0.579613
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 324 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, 22 March 2020 at 05:30 UTC.

The requested start date was Sunday, 22 March 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 78-day, 21-hour, 36-minute period from Thursday, 02 January 2020 at 08:37 UTC to Saturday, 21 March 2020 at 06:13 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:
[6] https://www.icwsm.org/2020/index.html#tutorials
[4] https://www.icwsm.org/2020/index.html
[4] https://new.precisionconference.com/user/login?society=aaai
[3] https://sites.google.com/view/icwsm2020datachallenge/home
[3] https://beamtenherrschaft.blogspot.com/2019/12/14th-international-aaai-conference-on.html
[3] https://www.icwsm.org/2020/index.html#workshops
[2] https://twitter.com/icwsm/status/1241103070186045450
[2] https://medium.com/@isiminds/twitter-dataset-related-to-covid-19-coronavirus-released-b0610c718910
[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

Top URLs in Tweet in G1:
[3] https://new.precisionconference.com/user/login?society=aaai
[3] https://www.icwsm.org/2020/index.html#tutorials
[3] https://sites.google.com/view/icwsm2020datachallenge/home
[2] https://medium.com/@isiminds/twitter-dataset-related-to-covid-19-coronavirus-released-b0610c718910
[1] https://www.icwsm.org/2020/index.html#workshops
[1] https://twitter.com/ChenhaoTan/status/1214231059459502080
[1] https://icwsm.org/
[1] https://icwsm.org/2020/index.html
[1] http://socialsens.web.illinois.edu/
[1] https://forms.gle/FSMUpUho9gW9JXBC9

Top URLs in Tweet in G2:
[1] https://zenodo.org/record/3606810
[1] https://arxiv.org/abs/2001.07487
[1] https://www.icwsm.org/2020/index.html#tutorials
[1] http://CySoc.aiisc.ai
[1] http://emoji2020.aiisc.ai/#section-cfp
[1] https://twitter.com/meverteam/status/1237897207824527362
[1] https://twitter.com/ugurkursuncu/status/1237207921299042304
[1] https://arxiv.org/abs/1905.07358
[1] https://github.com/pedrada88/crossembeddings-twitter
[1] https://twitter.com/CamachoCollados/status/1130400178584903680

Top URLs in Tweet in G3:
[2] https://www.icwsm.org/2020/index.html#tutorials
[1] https://twitter.com/icwsm/status/1222562110460366855?s=20
[1] https://www.icwsm.org/2020/index.html
[1] https://twitter.com/icwsm/status/1241103070186045450

Top URLs in Tweet in G4:
[3] https://beamtenherrschaft.blogspot.com/2019/12/14th-international-aaai-conference-on.html
[2] https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15587/14817
[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.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/view/1465/1858
[1] https://www.google.com/imgres?imgurl=https://dms-cf-01.dimu.org/image/0231vy8SKD27?filename%3DOB.F15225.jpg%26dimension%3Dmax&imgrefurl=https://digitaltmuseum.no/021017767528/schous-bryggeri&docid=xy0HrAsU-icwsM&tbnid=H8muDcOBprfV8M:&vet=1&w=1200&h=954&itg=1&source=sh/x/im
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3230

Top URLs in Tweet in G5:
[2] https://www.icwsm.org/2020/index.html#workshops
[1] https://twitter.com/icwsm/status/1237985592056610819
[1] https://twitter.com/icwsm/status/1239746252830629888
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/viewFile/13166/12817
[1] https://www.icwsm.org/2020/index.html
[1] https://twitter.com/icwsm/status/1207003853763284992
[1] https://new.precisionconference.com/user/login?society=aaai
[1] https://twitter.com/icwsm/status/1218300423624368129
[1] https://twitter.com/icwsm/status/1222562110460366855

Top URLs in Tweet in G6:
[1] https://twitter.com/icwsm/status/1207003853763284992

Top URLs in Tweet in G7:
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3237

Top URLs in Tweet in G8:
[1] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] https://fsi-live.s3.us-west-1.amazonaws.com/s3fs-public/potemkin-pages-personas-sio-wp.pdf
[1] https://disinformationreport.blob.core.windows.net/disinformation-report/NewKnowledge-Disinformation-Report-Whitepaper.pdf
[1] https://hummusforthought.com/2018/03/16/the-multipolar-spin-how-fascists-operationalize-left-wing-resentment/
[1] https://ieeexplore.ieee.org/Xplore/login.jsp?url=http%3A%2F%2Fieeexplore.ieee.org%2Fstamp%2Fstamp.jsp%3Farnumber%3D8622270&authDecision=-203
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/viewFile/17836/17028
[1] https://misinforeview.hks.harvard.edu/wp-content/uploads/2020/01/final_FORMATTED_starbird_crossplatform_jan10.pdf
[1] https://medium.com/@areidross/from-exile-to-dirtbag-edgelord-geopolitics-and-the-rise-of-national-bolshevism-in-the-u-s-84822021b0e8

Top URLs in Tweet in G9:
[1] https://mediateworkshop.github.io/

Top URLs in Tweet in G10:
[1] https://twitter.com/walid_magdy/status/1199279461889429504

Top Domains
Top Domains in Tweet in Entire Graph:
[33] aaai.org
[21] twitter.com
[17] icwsm.org
[4] researchgate.net
[4] google.com
[4] precisionconference.com
[3] medium.com
[3] fb.com
[3] arxiv.org
[3] blogspot.com

Top Domains in Tweet in G1:
[7] icwsm.org
[4] twitter.com
[3] precisionconference.com
[3] google.com
[2] medium.com
[1] illinois.edu
[1] forms.gle
[1] fb.com
[1] harvard.edu

Top Domains in Tweet in G2:
[3] twitter.com
[2] arxiv.org
[2] aiisc.ai
[1] zenodo.org
[1] icwsm.org
[1] github.com

Top Domains in Tweet in G3:
[3] icwsm.org
[2] twitter.com

Top Domains in Tweet in G4:
[11] aaai.org
[4] researchgate.net
[3] blogspot.com
[2] twitter.com
[2] icwsm.org
[2] scribd.com
[2] fb.com
[2] socialmediapsychology.eu
[1] google.com
[1] or.jp

Top Domains in Tweet in G5:
[5] twitter.com
[3] icwsm.org
[1] aaai.org
[1] precisionconference.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] aaai.org

Top Domains in Tweet in G8:
[1] washington.edu
[1] amazonaws.com
[1] windows.net
[1] hummusforthought.com
[1] ieee.org
[1] aaai.org
[1] harvard.edu
[1] medium.com

Top Domains in Tweet in G9:
[1] github.io

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[96] icwsm2020
[43] icwsm
[8] mediate2020
[8] cybersocialthreats
[8] atlanta
[6] cscw2020
[5] misinformation
[5] cscw
[4] aiinstitute
[4] aaai20



Top Hashtags in Tweet in G1:
[48] icwsm2020
[4] icwsm
[3] misinformation
[2] cscw2020
[1] icwsm2021
[1] css
[1] cybersocialthreats
[1] atlanta
[1] dataset
[1] research

Top Hashtags in Tweet in G2:
[13] icwsm2020
[5] cybersocialthreats
[5] atlanta
[4] aiinstitute
[1] icwsm
[1] cysoc2020
[1] cfp
[1] icwsm20
[1] emoji
[1] emoji2020

Top Hashtags in Tweet in G3:
[13] icwsm2020
[4] icwsm

Top Hashtags in Tweet in G4:
[5] icwsm
[2] cscw2020
[2] genderstudies
[1] cscw
[1] netscix2020
[1] conference
[1] cfp
[1] aaai
[1] web
[1] chi2020

Top Hashtags in Tweet in G5:
[13] icwsm2020
[13] icwsm
[2] fleet
[1] covid19
[1] coke
[1] pepsi
[1] riptwitter

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

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

Top Hashtags in Tweet in G9:
[8] mediate2020
[1] misinformation

Top Hashtags in Tweet in G10:
[8] icwsm
[3] icwsm2020
[3] cscw
[1] cscw2020
[1] cybersocialthreats
[1] atlanta

Top Words
Top Words in Tweet in Entire Graph:
[254] Words in Sentiment List#1: Positive
[95] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[8083] Non-categorized Words
[8432] Total Words
[194] icwsm
[90] paper
[86] #icwsm2020
[52] conference
[48] news

Top Words in Tweet in G1:
[77] icwsm
[43] #icwsm2020
[27] conference
[21] virtual
[21] physical
[21] meeting
[21] canceled
[21] motivation
[21] high
[21] let's

Top Words in Tweet in G2:
[20] icwsm
[14] excited
[12] jhblackb
[11] organizing
[11] workshop
[11] #icwsm2020
[9] super
[9] announce
[9] idramalab
[9] folks

Top Words in Tweet in G3:
[24] icwsm
[21] tutorial
[21] due
[21] feb
[18] proposals
[18] course
[16] paper
[13] o_saja
[12] contribute
[11] deadline

Top Words in Tweet in G4:
[7] icwsm
[5] #icwsm
[4] social
[4] 2020
[3] twitter
[3] human
[3] results
[3] paper
[3] 14th
[3] international

Top Words in Tweet in G5:
[15] icwsm
[13] #icwsm2020
[13] #icwsm
[11] year
[10] closely
[10] monitoring
[9] spent
[9] preparing
[9] organize
[9] atlanta

Top Words in Tweet in G6:
[20] news
[13] paper
[12] icwsm
[10] accepted
[10] 2020
[10] diyi_yang
[10] jacobeisenstein
[10] measure
[10] collective
[10] attention

Top Words in Tweet in G7:
[7] paper
[6] icwsm
[5] empirical
[5] george_berry
[5] brief
[5] reflections
[5] reviewing
[5] year
[5] thoughts
[5] ymmv

Top Words in Tweet in G8:
[6] areidross
[5] resources
[5] understand
[5] disinfo
[5] convergence
[5] far
[5] right
[5] hard
[5] left
[5] support

Top Words in Tweet in G9:
[12] news
[12] misinformation
[10] social
[10] media
[8] science
[8] thrilled
[8] announce
[8] #mediate2020
[8] workshop
[8] hosted

Top Words in Tweet in G10:
[8] walid_magdy
[8] #icwsm
[8] days
[6] reminder
[6] faculty
[6] position
[6] school
[6] informatics
[6] edinburghuni
[6] deadline

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[36] due,feb
[32] #icwsm2020,virtual
[32] virtual,conference
[32] conference,physical
[32] physical,meeting
[32] meeting,canceled
[32] canceled,motivation
[32] motivation,high
[32] high,let's
[32] let's,stick

Top Word Pairs in Tweet in G1:
[21] #icwsm2020,virtual
[21] virtual,conference
[21] conference,physical
[21] physical,meeting
[21] meeting,canceled
[21] canceled,motivation
[21] motivation,high
[21] high,let's
[21] let's,stick
[20] icwsm,#icwsm2020

Top Word Pairs in Tweet in G2:
[9] super,excited
[9] excited,announce
[9] announce,idramalab
[9] idramalab,folks
[9] folks,zsavvas90
[9] zsavvas90,emilianoucl
[9] emilianoucl,gianluca_string
[9] gianluca_string,jhblackb
[9] jhblackb,dataset
[8] a_papasavva,super

Top Word Pairs in Tweet in G3:
[21] due,feb
[18] tutorial,proposals
[11] icwsm,paper
[11] paper,deadline
[11] deadline,passed
[11] passed,still
[11] still,contribute
[11] contribute,tutorial
[11] proposals,due
[11] feb,1st

Top Word Pairs in Tweet in G4:
[4] icwsm,2020
[3] 14th,international
[3] international,aaai
[3] aaai,conference
[3] conference,web
[3] web,social
[3] social,media
[3] media,icwsm
[3] 2020,call
[3] call,workshops

Top Word Pairs in Tweet in G5:
[10] closely,monitoring
[9] spent,year
[9] year,preparing
[9] preparing,organize
[9] organize,#icwsm
[9] #icwsm,atlanta
[9] atlanta,safety
[9] safety,paramount
[9] paramount,closely
[9] social,media

Top Word Pairs in Tweet in G6:
[10] news,paper
[10] paper,accepted
[10] accepted,icwsm
[10] icwsm,2020
[10] 2020,diyi_yang
[10] diyi_yang,jacobeisenstein
[10] jacobeisenstein,measure
[10] measure,collective
[10] collective,attention
[10] attention,news

Top Word Pairs in Tweet in G7:
[5] brief,reflections
[5] reflections,reviewing
[5] reviewing,icwsm
[5] icwsm,year
[5] year,thoughts
[5] thoughts,ymmv
[5] ymmv,biggest
[5] biggest,issue
[5] issue,encountered
[4] yay,paper

Top Word Pairs in Tweet in G8:
[5] resources,understand
[5] understand,disinfo
[5] disinfo,convergence
[5] convergence,far
[5] far,right
[5] right,hard
[5] hard,left
[5] left,support
[5] support,authoritarianism
[4] areidross,resources

Top Word Pairs in Tweet in G9:
[8] thrilled,announce
[8] announce,#mediate2020
[8] #mediate2020,social
[8] social,news
[8] news,media
[8] media,misinformation
[8] misinformation,workshop
[8] workshop,hosted
[7] mediateworkshop,thrilled
[4] crunching,data

Top Word Pairs in Tweet in G10:
[6] reminder,faculty
[6] faculty,position
[6] position,school
[6] school,informatics
[6] informatics,edinburghuni
[6] edinburghuni,deadline
[6] deadline,days
[6] days,apply
[6] apply,soon
[6] soon,#icwsm

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@thomasrdavidson
@yvolkovich
@rvinsroom
@rao2z
@munmun10
@elenadata
@manoelribeiro
@ramitsawhney
@jasonbaumgartne

Top Replied-To in G1:
@icwsm
@thomasrdavidson
@munmun10
@yvolkovich
@elenadata
@jasonbaumgartne
@manoelribeiro
@moridesamoped

Top Replied-To in G2:
@sal_giorgi
@sanjrockz
@ugurkursuncu

Top Replied-To in G3:
@icwsm
@emilio__ferrara

Top Replied-To in G5:
@rao2z
@cfiesler
@yvolkovich

Top Replied-To in G10:
@walid_magdy

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@o_saja
@jhblackb
@zsavvas90
@diyi_yang
@jacobeisenstein
@alethioguy
@idramalab
@emilianoucl
@gianluca_string

Top Mentioned in G1:
@icwsm
@bkeegan
@arxiv
@elenadata
@ostrich007
@o_saja
@benjamindhorne
@megansquire0
@zsavvas90
@jhblackb

Top Mentioned in G2:
@icwsm
@jhblackb
@idramalab
@zsavvas90
@emilianoucl
@gianluca_string
@a_papasavva
@amit_p
@ugurkursuncu
@yelenamejova

Top Mentioned in G3:
@icwsm
@o_saja
@chenhaotan
@danamnguyen
@emrek
@adamgdunn
@fredmorstatter
@lexing
@andrei_rizoiu
@tanmit

Top Mentioned in G5:
@icwsm
@munmun10
@taslanous
@snchancellor
@maidylm
@kwelle
@chenhaotan
@o_saja
@rao2z

Top Mentioned in G6:
@diyi_yang
@jacobeisenstein
@alethioguy
@icwsm
@snchancellor
@a_papasavva
@idramalab
@zsavvas90
@emilianoucl
@gianluca_string

Top Mentioned in G7:
@george_berry
@jisunan
@_binnym
@punyajoysaha
@rajgariasubham
@prajwal1210
@haewoon
@juhi153
@o_saja
@icwsm

Top Mentioned in G8:
@areidross
@katestarbird
@noupside
@brooklynmarie
@rvawonk

Top Mentioned in G9:
@mediateworkshop
@biboudis
@icwsm

Top Mentioned in G10:
@walid_magdy
@edinburghuni
@icwsm
@stevewilsonnlp
@ugurkursuncu

Top Tweeters
Top Tweeters in Entire Graph:
@kevincarson1
@politico
@youranoncentral
@skynewsaust
@mortchr
@caboludwig
@brooklynmarie
@cigouave
@observationpt
@tresahorney

Top Tweeters in G1:
@bkeegan
@frontendtweets
@alexleavitt
@meoyawn
@ipnosimmia
@cfiesler
@ndiakopoulos
@jvitak
@chainsawriot
@arkaitz

Top Tweeters in G2:
@gianluca_string
@favstats
@jhblackb
@victorvicpal
@amy_cking1
@synergymarketi5
@msirivia
@sanjrockz
@amit_p
@hemanklamba

Top Tweeters in G3:
@followlori
@mdekstrand
@adamgdunn
@ericschles
@tswaterman
@davidlazer
@emilio__ferrara
@acgt01
@timothyjgraham
@diazf_acm

Top Tweeters in G4:
@mortchr
@klamma
@syardi
@scienceisbeauty
@emallson
@sallyyuen95
@squineluft
@nidalmawas
@hkefka385
@blogphilo

Top Tweeters in G5:
@shionguha
@mtknnktm
@benwagne_r
@3rdcultureme
@dw_p
@munmun10
@taslanous
@kwelle
@lespin
@foucaultwelles

Top Tweeters in G6:
@yuvalpi
@ian_soboroff
@rexdouglass
@brsepulvado
@jacobeisenstein
@snchancellor
@b_niranjan
@ladognome
@icatgt
@alethioguy

Top Tweeters in G7:
@juanleitonm
@haewoon
@george_berry
@words_life
@boringsegfault
@jisunan
@jiarui_xu
@punyajoysaha
@juhi153
@_binnym

Top Tweeters in G8:
@kevincarson1
@youranoncentral
@brooklynmarie
@cigouave
@tresahorney
@rvawonk
@4kshatra
@libintervention
@noupside
@katestarbird

Top Tweeters in G9:
@biboudis
@deppie_pant
@dtsbourg
@vergoulis
@psmeros
@jrappaz
@aiminscience
@aggr0m
@realdcthang
@mediateworkshop

Top Tweeters in G10:
@steveewing412
@edinburghuni
@angusbancroft
@sofianattia1
@mabahgat
@walid_magdy
@dilarakkl
@ahmedsamirhady
@stevewilsonnlp
@_silviu_oprea_


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