icwsm, Twitter, 4/17/2022 12:51:21 AM, 274903


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icwsm_2022-04-16_17-31-20.xlsx
icwsm_2022-04-16_17-31-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 17, 2022
Short Description:
icwsm via NodeXL https://bit.ly/37ZLntn
@icwsm
@justinhgross
@agostina_cal
@cerenbudak
@prash_khare
@syardi
@bjoernross
@ponguru
@yelenamejova
@codybuntain

Top hashtags:
#icwsm
#icwsm22
#misinformation
#socialmedia
#cyberthreats
#internationalwomensday2022
#cysoc2022

Description:
Description
The graph represents a network of 662 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, 17 April 2022 at 00:32 UTC.

The requested start date was Sunday, 17 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 102-day, 13-hour, 1-minute period from Saturday, 01 January 2022 at 08:00 UTC to Wednesday, 13 April 2022 at 21:01 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 : 662
Unique Edges : 997
Edges With Duplicates : 1850
Total Edges : 2847
Number of Edge Types : 5
Replies to : 129
Retweet : 629
MentionsInRetweet : 1275
Mentions : 710
Tweet : 104
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0789297658862876
Reciprocated Edge Ratio : 0.14631122132672
Connected Components : 36
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 539
Maximum Edges in a Connected Component : 2631
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.921229
Graph Density : 0.00368616624998286
Modularity : 0.375664
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 662 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, 17 April 2022 at 00:32 UTC.

The requested start date was Sunday, 17 April 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 102-day, 13-hour, 1-minute period from Saturday, 01 January 2022 at 08:00 UTC to Wednesday, 13 April 2022 at 21:01 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:
[30] https://cysoc2022.github.io/
[18] https://sites.google.com/view/dataforvulnerable22
[6] https://icwsm.org/2022/index.html/#workshops-schedule
[6] https://www.icwsm.org/
[5] https://arxiv.org/abs/2012.02825
[5] https://github.com/scikit-mobility/DeepLearning4HumanMobility
[4] http://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[3] https://cysoc2022.github.io
[3] https://docs.google.com/document/d/10Sat6GnCXVvrKIEgo8Q4b7eurQl4qTSoHZXavIKmj9Y/edit?usp=sharing
[3] https://cdn.iiit.ac.in/cdn/precog.iiit.ac.in/pubs/Shocks_ICWSM_2022.pdf

Top URLs in Tweet in G1:
[26] https://cysoc2022.github.io/
[3] https://docs.google.com/document/d/10Sat6GnCXVvrKIEgo8Q4b7eurQl4qTSoHZXavIKmj9Y/edit?usp=sharing
[3] https://cysoc2022.github.io
[2] https://icwsm.org/2022/index.html/#awards
[2] http://socialsens.web.illinois.edu/index.html
[1] https://www.youtube.com/watch?v=XhSPwel17Og

[1] https://www.youtube.com/watch?v=vEgWb2iAF3E

[1] https://slidetodoc.com/how-to-write-a-technical-cscw-paper-professor/
[1] https://faculty.eng.ufl.edu/human-centered-computing/wp-content/uploads/sites/126/2019/11/hccatuf-chi-writing-2017-part03.pdf
[1] https://www.slideshare.net/mariawolters/how-to-write-a-chi-paper

Top URLs in Tweet in G2:
[16] https://sites.google.com/view/dataforvulnerable22
[5] https://arxiv.org/abs/2012.02825
[5] https://github.com/scikit-mobility/DeepLearning4HumanMobility
[4] https://www.icwsm.org/
[3] https://icwsm.org/2022/index.html/#workshops-schedule
[1] https://arxiv.org/abs/2009.09961
[1] https://cdn.iiit.ac.in/cdn/precog.iiit.ac.in/pubs/Shocks_ICWSM_2022.pdf
[1] https://www.icwsm.org/2022/index.html/#tutorials-schedule
[1] https://sites.google.com/view/dataforvulnerable22/
[1] https://websci22.webscience.org/calls-guidelines/call-for-papers/

Top URLs in Tweet in G3:
[2] https://twitter.com/agostina_cal/status/1491408687017390080
[2] https://twitter.com/newscientist/status/1488419760975011840
[1] https://neatclass-workshop.github.io/call-for-papers/
[1] https://osf.io/preprints/socarxiv/74zw2/
[1] https://arxiv.org/abs/2201.10655
[1] https://www.newscientist.com/article/2306361-birthday-wishes-inadvertently-give-away-private-information-online/
[1] https://twitter.com/dilarakkl/status/1488184184464199681

Top URLs in Tweet in G4:
[2] https://arxiv.org/pdf/2009.11792.pdf
[1] https://cysoc2022.github.io/
[1] https://gatech.co1.qualtrics.com/jfe/form/SV_1U060Fin6tMWNjE
[1] https://twitter.com/icwsm/status/1484715008223154179
[1] https://sites.google.com/view/icwsm2022datachallenge/home
[1] https://sites.google.com/view/icwsm2022datachallenge/
[1] https://twitter.com/zsavvas90/status/1493987655067090955
[1] https://www.icwsm.org/
[1] https://arxiv.org/abs/2201.05933
[1] https://zenodo.org/record/5841668

Top URLs in Tweet in G5:
[2] https://cdn.iiit.ac.in/cdn/precog.iiit.ac.in/pubs/FactDrill_ICWSM2022.pdf
[2] https://cdn.iiit.ac.in/cdn/precog.iiit.ac.in/pubs/Shocks_ICWSM_2022.pdf
[1] https://zenodo.org/record/5854980#.YjgJAi8RoTs
[1] https://zenodo.org/record/5854856
[1] https://arxiv.org/pdf/2010.00502.pdf
[1] https://twitter.com/hanlinliii/status/1504166350176112650

Top URLs in Tweet in G6:
[3] https://cysoc2022.github.io/
[1] https://arxiv.org/abs/2203.13893

Top URLs in Tweet in G7:
[4] http://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] http://faculty.washington.edu/kstarbi/Starbird_iConference2014-final.pdf
[1] http://faculty.washington.edu/kstarbi/Alt_Narratives_ICWSM17-CameraReady.pdf
[1] https://misinforeview.hks.harvard.edu/article/cross-platform-disinformation-campaigns/
[1] http://faculty.washington.edu/kstarbi/Wilson-Starbird-CSCW2021.pdf

Top URLs in Tweet in G8:
[1] https://ojs.aaai.org//index.php/ICWSM/article/view/3239/3107

Top URLs in Tweet in G10:
[2] https://www.icwsm.org/2022/index.html/
[2] https://www.clocate.com/82059/
[1] https://twitter.com/icwsm/status/1482223977892171777
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/view/8115/8119
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17871/17055
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/viewFile/8118/8087
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/14412
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13073/0
[1] https://twitter.com/WikiResearch/status/1495824413102645251
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/14764/14613

Top Domains
Top Domains in Tweet in Entire Graph:
[42] github.io
[41] twitter.com
[30] aaai.org
[28] arxiv.org
[28] google.com
[20] icwsm.org
[7] washington.edu
[6] github.com
[5] ac.in
[4] zenodo.org

Top Domains in Tweet in G1:
[32] github.io
[11] twitter.com
[7] icwsm.org
[7] google.com
[4] arxiv.org
[3] youtube.com
[3] illinois.edu
[2] aaai.org
[1] slidetodoc.com
[1] ufl.edu

Top Domains in Tweet in G2:
[18] google.com
[11] arxiv.org
[8] icwsm.org
[5] github.com
[3] twitter.com
[3] aaai.org
[1] ac.in
[1] webscience.org
[1] qualtrics.com
[1] wikipedia.org

Top Domains in Tweet in G3:
[5] twitter.com
[1] github.io
[1] osf.io
[1] arxiv.org
[1] newscientist.com

Top Domains in Tweet in G4:
[6] twitter.com
[4] arxiv.org
[2] google.com
[1] github.io
[1] qualtrics.com
[1] icwsm.org
[1] zenodo.org
[1] aaai.org

Top Domains in Tweet in G5:
[4] ac.in
[2] zenodo.org
[1] arxiv.org
[1] twitter.com

Top Domains in Tweet in G6:
[3] github.io
[1] arxiv.org

Top Domains in Tweet in G7:
[7] washington.edu
[1] harvard.edu

Top Domains in Tweet in G8:
[1] aaai.org

Top Domains in Tweet in G10:
[7] aaai.org
[3] arxiv.org
[2] icwsm.org
[2] twitter.com
[2] clocate.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] icwsm
[40] icwsm22
[34] misinformation
[29] socialmedia
[21] cyberthreats
[18] internationalwomensday2022
[17] cysoc2022
[15] icwsm2022
[13] minorities
[13] medical



Top Hashtags in Tweet in G1:
[30] misinformation
[24] socialmedia
[18] cyberthreats
[16] icwsm
[14] cysoc2022
[10] vaccine
[10] politics
[10] manipulation
[10] disinfo
[10] hate

Top Hashtags in Tweet in G2:
[12] icwsm22
[10] icwsm2022
[10] minorities
[10] medical
[10] humanitarian
[9] internationalwomensday2022
[7] icwsm
[6] vulnerable
[5] dei
[1] data

Top Hashtags in Tweet in G3:
[4] neatclass
[4] icwsm
[3] nlproc
[2] icwsm2022
[1] hatespeech

Top Hashtags in Tweet in G4:
[6] icwsm
[5] atlanta
[3] cysoc2022
[2] vaccine
[1] socialmedia
[1] misinformation
[1] cyberthreats
[1] internationalwomensday2022
[1] dei
[1] icwsm22

Top Hashtags in Tweet in G5:
[15] icwsm22
[7] icwsm
[1] academictwitter
[1] fake
[1] multilingual
[1] minorities
[1] medical
[1] humanitarian

Top Hashtags in Tweet in G6:
[3] socialmedia
[2] misinformation
[2] cyberthreats
[1] icwsm22
[1] politics
[1] manipulation
[1] disinfo
[1] hate
[1] images

Top Hashtags in Tweet in G9:
[1] womenalsoknow

Top Hashtags in Tweet in G10:
[1] uconncomm5640
[1] icwsm
[1] websci
[1] facct

Top Words
Top Words in Tweet in Entire Graph:
[772] icwsm
[243] days
[228] hours
[188] paper
[167] workshop
[166] social
[152] papers
[126] 15
[123] accepted
[121] 03

Top Words in Tweet in G1:
[234] icwsm
[75] workshop
[44] 2022
[40] deadline
[40] social
[36] work
[35] paper
[35] submit
[34] papers
[30] mdeverna2

Top Words in Tweet in G2:
[184] icwsm
[39] data
[38] deadline
[35] workshop
[35] vulnerable
[26] yelenamejova
[25] wellbeing
[24] paper
[23] hello
[21] accepted

Top Words in Tweet in G3:
[66] icwsm
[46] papers
[43] social
[39] walid_magdy
[36] acm_cscw
[36] acm_chi
[32] accepted
[30] evaluation
[29] text
[29] conf

Top Words in Tweet in G4:
[94] icwsm
[39] announce
[29] zsavvas90
[28] excited
[26] paper
[25] data
[24] year's
[24] challenge
[23] health
[23] related

Top Words in Tweet in G5:
[37] icwsm
[30] ponguru
[16] papers
[16] ratnrajiv
[15] accepted
[15] #icwsm22
[15] dataset
[14] arora__udit
[14] asmitks
[14] samroadiee

Top Words in Tweet in G6:
[54] icwsm
[40] christorreslugo
[36] manitapote
[36] acnwala
[35] osome_iu
[35] paper
[34] manipulating
[34] twitter
[34] deletions
[34] osome

Top Words in Tweet in G7:
[38] papers
[36] katestarbird
[32] false
[32] conspiracy
[23] echo
[23] system
[22] grey
[22] propaganda
[22] those
[21] put

Top Words in Tweet in G8:
[24] indian
[24] americans
[23] study
[23] shows
[23] 13
[23] 14
[23] those
[23] seeking
[23] matrimonial
[23] alliances

Top Words in Tweet in G10:
[224] days
[224] hours
[121] 03
[115] 15
[39] icwsm
[30] icml
[29] naacl
[29] sigir
[27] facct
[27] ijcai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[110] days,15
[110] 15,hours
[109] days,03
[109] 03,hours
[79] accepted,icwsm
[74] social,media
[54] icwsm,2022
[46] excited,announce
[42] workshop,icwsm
[39] christorreslugo,manitapote

Top Word Pairs in Tweet in G1:
[28] workshop,icwsm
[22] icwsm,2022
[19] cyber,social
[19] social,threats
[18] accepted,icwsm
[16] icwsm,22
[16] cysoc,workshop
[14] #socialmedia,#misinformation
[13] working,#socialmedia
[12] workshop,co

Top Word Pairs in Tweet in G2:
[25] wellbeing,vulnerable
[24] workshop,data
[24] data,wellbeing
[24] vulnerable,icwsm
[20] accepted,icwsm
[16] icwsm,submit
[16] submit,health
[16] health,poverty
[15] cfp,workshop
[14] yelenamejova,cfp

Top Word Pairs in Tweet in G3:
[36] acm_cscw,icwsm
[36] icwsm,acm_chi
[29] papers,accepted
[28] text,classification
[28] classification,systems
[28] systems,social
[28] 2019,papers
[28] accepted,top
[28] top,css
[28] css,conf

Top Word Pairs in Tweet in G4:
[28] excited,announce
[24] data,challenge
[23] year's,icwsm
[23] icwsm,data
[23] health,related
[21] mad_astronaut,eshwar_chan
[20] announce,along
[20] along,mad_astronaut
[20] eshwar_chan,year's
[20] challenge,theme

Top Word Pairs in Tweet in G5:
[15] accepted,icwsm
[15] icwsm,#icwsm22
[14] arora__udit,asmitks
[14] asmitks,samroadiee
[14] samroadiee,aryaveersingh07
[13] icwsm,ratnrajiv
[13] ratnrajiv,ponguru
[13] ponguru,arora__udit
[8] snchancellor,bhecht
[8] factdrill,dataset

Top Word Pairs in Tweet in G6:
[36] christorreslugo,manitapote
[36] manitapote,acnwala
[34] manipulating,twitter
[34] twitter,deletions
[34] deletions,osome
[34] osome,paper
[34] paper,christorreslugo
[34] acnwala,presented
[33] osome_iu,manipulating
[31] presented,icwsm

Top Word Pairs in Tweet in G7:
[23] echo,system
[22] grey,propaganda
[21] put,several
[21] several,shorter
[21] shorter,papers
[21] papers,echo
[21] system,state
[21] state,grey
[21] propaganda,pushing
[21] pushing,those

Top Word Pairs in Tweet in G8:
[24] indian,americans
[23] study,shows
[23] shows,13
[23] 13,14
[23] 14,those
[23] those,indian
[23] americans,seeking
[23] seeking,matrimonial
[23] matrimonial,alliances
[23] alliances,websites

Top Word Pairs in Tweet in G10:
[110] days,15
[110] 15,hours
[109] days,03
[109] 03,hours
[28] hours,icwsm
[28] hours,icml
[28] hours,sigir
[26] ijcai,ecai
[26] hours,chil
[26] hours,naacl

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@bpoblete
@deadconfetti
@walid_magdy
@feedkoko
@ponguru
@anthonymrios
@realyangzhang
@christorreslugo
@manoelribeiro

Top Replied-To in G1:
@icwsm
@anthonymrios
@codybuntain
@hollisemetko
@bostonjoan
@tanmit
@realyangzhang
@foucaultwelles
@ugurkursuncu

Top Replied-To in G2:
@feedkoko
@manoelribeiro
@jurgenpfeffer
@elaragon
@icwsm
@ibsmirnov
@wikiresearch
@luca_msl
@anthonymrios
@naz_andalibi

Top Replied-To in G3:
@walid_magdy
@reybiz
@fbetull
@dilarakkl

Top Replied-To in G4:
@realyangzhang
@emilianoucl
@zsavvas90
@icwsm
@yang3kc
@jhblackb
@allenxinleihe
@xyshen365
@matteodellamico
@gianluca_string

Top Replied-To in G5:
@deadconfetti
@ponguru
@aaroniidx
@jasmindera_
@rachit_jain_hci
@neelaneel
@shaan_chopra97
@atifkhan_af
@ruhmamehek

Top Replied-To in G6:
@christorreslugo
@mvillamiltorres
@_guir
@arielrobinson1
@osome_iu

Top Replied-To in G7:
@suestroud
@asbruckman

Top Replied-To in G9:
@jpsmumd

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@mdeverna2
@christorreslugo
@zsavvas90
@manitapote
@acnwala
@osome_iu
@acm_cscw
@acm_chi
@katestarbird

Top Mentioned in G1:
@icwsm
@mdeverna2
@codybuntain
@ugurkursuncu
@frapi9
@illegaldaydream
@gruppimauricio
@zsavvas90
@benjamindhorne
@xuehu_econ

Top Mentioned in G2:
@icwsm
@yelenamejova
@kyriakikalimeri
@feedkoko
@lucpappalard
@sharathguntuku
@giannibarlacchi
@brulepri
@luca_msl
@ingmarweber

Top Mentioned in G3:
@icwsm
@acm_cscw
@acm_chi
@walid_magdy
@agostina_cal
@dilarakkl
@rnavigli
@kaniea
@eredmil1
@smash_edin

Top Mentioned in G4:
@icwsm
@zsavvas90
@mad_astronaut
@eshwar_chan
@xyshen365
@yupingwang90
@aminmekacher
@cispa
@realyangzhang
@a_papasavva

Top Mentioned in G5:
@icwsm
@ponguru
@ratnrajiv
@arora__udit
@asmitks
@samroadiee
@aryaveersingh07
@snchancellor
@bhecht
@hanlinliii

Top Mentioned in G6:
@icwsm
@christorreslugo
@manitapote
@acnwala
@osome_iu
@mdeverna2
@yang3kc
@craignewmark
@ingmarweber

Top Mentioned in G7:
@katestarbird
@peterkellybc
@suestroud

Top Mentioned in G8:
@castetraitor

Top Mentioned in G9:
@surveymichigan
@jsurvstatmeth
@blackwomenstem
@blackinstemed
@latinxinstem
@latinasinstem
@blkincomputing
@socwomen
@nunetsi
@umass_cssi

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@lizditz
@theresamax
@amyayers16
@_l17r_
@ve10ve
@suestroud
@sinemetuvivere
@rralstonagile
@bassher

Top Tweeters in G1:
@benefitvburden
@unfakingnews
@amogus_bot
@smm_news_feed
@k810mt
@vburtila
@polarbearby
@diverseinai
@vahidthegreat
@galwaygrrl

Top Tweeters in G2:
@blkhwk0ps
@laboescapes
@pythonroboto
@fdmhildesheim
@unicef
@tksakaki
@mtknnktm
@arxivabs
@eventcentralme
@followml_

Top Tweeters in G3:
@edinburghwatch
@clancynewyork
@king_220_
@echeloni2p
@newscientist
@stefan2904
@esraa_ali
@brownuniversity
@gingdottwit
@suzan

Top Tweeters in G4:
@mark_riedl
@cyber_spanish
@mathprofcarrie
@jasonnurse
@julialeethorp
@eresearch_ucl
@djobiii2078
@gianluca_string
@danielequercia
@timothyjgraham

Top Tweeters in G5:
@jwkritchie
@carnegiemellon
@neelaneel
@atuin_express
@nprandchill
@wihbey
@amyxzh
@ponguru
@iiitdelhi
@deadconfetti

Top Tweeters in G6:
@_l17r_
@nicolajames007
@fluxcapdoodah
@craignewmark
@alisonkmurray
@_eleanorina
@arielrobinson1
@ephraim_ki
@hunt_pm
@upsfeup

Top Tweeters in G7:
@lizditz
@theresamax
@amyayers16
@ve10ve
@suestroud
@rralstonagile
@bassher
@meloniasherban
@lululemew
@_katiesaurus_

Top Tweeters in G8:
@sinemetuvivere
@sposhy0007
@yashodanandans
@thaiyaan
@tjoseph0010
@devduttmyth
@serene_seeker
@nyayakshetra
@abmoitra
@mayanky00

Top Tweeters in G9:
@womenalsoknow
@socwomen
@blackwomenstem
@latinasinstem
@blkincomputing
@justinhgross
@latinxinstem
@nunetsi
@polanalysis
@socnetanalysts

Top Tweeters in G10:
@clocate
@budumalli
@toritorix
@arxiv_cs_cl_ja
@vukosi
@cyanlebleu
@timothysrich
@kpelechrinis
@cease0fire
@jay5w