icwsm, Twitter, 5/29/2022 1:42:52 AM, 277245


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icwsm_2022-05-28_17-41-45.xlsx
icwsm_2022-05-28_17-41-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2022
Short Description:
icwsm via NodeXL https://bit.ly/38yf5Gw
@icwsm
@maria_antoniak
@agostina_cal
@justinhgross
@dvladek
@polarbear0627
@jisunan
@brsepulvado
@prash_khare
@yelenamejova

Top hashtags:
#icwsm
#icwsm22
#misinformation
#socialmedia
#cyberthreats
#icwsm2022
#cysoc2022

Description:
Description
The graph represents a network of 761 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, 29 May 2022 at 00:42 UTC.

The requested start date was Sunday, 29 May 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 113-day, 23-hour, 59-minute period from Tuesday, 01 February 2022 at 12:04 UTC to Thursday, 26 May 2022 at 12:03 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 : 761
Unique Edges : 1198
Edges With Duplicates : 2110
Total Edges : 3308
Number of Edge Types : 5
Retweet : 742
MentionsInRetweet : 1511
Tweet : 104
Mentions : 809
Replies to : 142
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0808823529411765
Reciprocated Edge Ratio : 0.149659863945578
Connected Components : 46
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 645
Maximum Edges in a Connected Component : 3138
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.069285
Graph Density : 0.00330417041289162
Modularity : 0.390597
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 761 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, 29 May 2022 at 00:42 UTC.

The requested start date was Sunday, 29 May 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 113-day, 23-hour, 59-minute period from Tuesday, 01 February 2022 at 12:04 UTC to Thursday, 26 May 2022 at 12:03 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://www.icwsm.org/2022/index.html/#registration
[6] https://www.icwsm.org/
[6] https://icwsm.org/2022/index.html/#workshops-schedule
[5] https://arxiv.org/abs/2012.02825
[5] https://github.com/scikit-mobility/DeepLearning4HumanMobility
[4] http://workshop-proceedings.icwsm.org/pdf/2020_04.pdf
[4] http://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[3] https://twitter.com/icwsm/status/1518245533294288898

Top URLs in Tweet in G1:
[22] https://cysoc2022.github.io/
[16] https://sites.google.com/view/dataforvulnerable22
[4] https://icwsm.org/2022/index.html/#workshops-schedule
[4] https://www.icwsm.org/
[3] https://docs.google.com/document/d/10Sat6GnCXVvrKIEgo8Q4b7eurQl4qTSoHZXavIKmj9Y/edit?usp=sharing
[3] https://cysoc2022.github.io
[2] https://www.icwsm.org/2022/index.html/#registration
[2] https://twitter.com/icwsm/status/1518245533294288898
[2] https://arxiv.org/pdf/2009.11792.pdf
[2] https://2022sommer.github.io/

Top URLs in Tweet in G2:
[4] https://cysoc2022.github.io/
[2] https://www.icwsm.org/2022/index.html/#scholarships
[2] https://www.icwsm.org/2022/index.html/#registration
[2] http://socialsens.web.illinois.edu/index.html
[2] https://twitter.com/newscientist/status/1488419760975011840
[1] https://twitter.com/twitter/status/1509951255388504066
[1] https://arxiv.org/abs/2112.02366
[1] https://icwsm.org/2022/index.html/#awards
[1] https://icwsm.org/2022/index.html/#workshops-schedule
[1] https://www.icwsm.org/2022/index.html/#tutorials-schedule

Top URLs in Tweet in G3:
[3] https://cdn.iiit.ac.in/cdn/precog.iiit.ac.in/pubs/Shocks_ICWSM_2022.pdf
[2] https://sites.google.com/view/dataforvulnerable22
[2] https://cdn.iiit.ac.in/cdn/precog.iiit.ac.in/pubs/FactDrill_ICWSM2022.pdf
[1] https://arxiv.org/pdf/2110.15726.pdf
[1] https://twitter.com/DrFollowMario/status/1486262832408801280
[1] https://arxiv.org/abs/2009.09961
[1] https://arxiv.org/abs/2112.08237
[1] https://www.csee.umbc.edu/courses/graduate/691/spring21/pdf/14904-Article%20Text-18423-1-2-20201228.pdf
[1] https://arxiv.org/abs/2111.08515
[1] https://phomemes.github.io/

Top URLs in Tweet in G4:
[1] http://socialsens.web.illinois.edu/
[1] https://neatclass-workshop.github.io/call-for-papers/
[1] https://cysoc2022.github.io/
[1] https://www.bertforhumanists.org/icwsm/
[1] https://www.icwsm.org/2022/index.html/#registration
[1] https://rakib062.github.io/files/viral-events-icwsm-22-preprint.pdf
[1] https://arxiv.org/abs/2005.05921

Top URLs in Tweet in G5:
[3] https://cysoc2022.github.io/
[1] https://arxiv.org/abs/2203.13893

Top URLs in Tweet in G6:
[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 G7:
[5] https://arxiv.org/abs/2012.02825
[5] https://github.com/scikit-mobility/DeepLearning4HumanMobility
[2] https://arxiv.org/abs/2205.09744
[1] https://multimodality-language-disparity.github.io/
[1] https://arxiv.org/pdf/2204.10729.pdf
[1] https://icwsm.org/2022/index.html/#awards
[1] https://www.youtube.com/watch?v=54_GLpx96Fo&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://arxiv.org/pdf/2010.00502.pdf
[1] https://twitter.com/lcs2iiitd/status/1505936722416513027

Top URLs in Tweet in G9:
[3] http://workshop-proceedings.icwsm.org/pdf/2020_04.pdf
[2] https://www.clocate.com/82059/
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/18062
[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
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/14550
[1] https://twitter.com/jugander/status/1171820961215049729

Top URLs in Tweet in G10:
[1] https://twitter.com/uuinfolab/status/1523624991249604610
[1] https://www.uu.se/en/about-uu/join-us/details/?positionId=501594
[1] https://www.icwsm.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[54] twitter.com
[48] github.io
[42] aaai.org
[35] arxiv.org
[32] icwsm.org
[28] google.com
[7] washington.edu
[6] github.com
[5] illinois.edu
[5] ac.in

Top Domains in Tweet in G1:
[29] github.io
[23] google.com
[19] twitter.com
[11] icwsm.org
[6] arxiv.org
[1] mytum.de
[1] wikipedia.org
[1] zenodo.org
[1] qualtrics.com
[1] nytimes.com

Top Domains in Tweet in G2:
[8] twitter.com
[8] icwsm.org
[7] github.io
[4] illinois.edu
[3] arxiv.org
[3] google.com
[2] aaai.org
[1] sam.gov
[1] uw.edu
[1] edu.sg

Top Domains in Tweet in G3:
[7] arxiv.org
[5] ac.in
[3] twitter.com
[2] google.com
[2] zenodo.org
[1] umbc.edu
[1] github.io
[1] aaai.org

Top Domains in Tweet in G4:
[3] github.io
[1] illinois.edu
[1] bertforhumanists.org
[1] icwsm.org
[1] arxiv.org

Top Domains in Tweet in G5:
[3] github.io
[1] arxiv.org

Top Domains in Tweet in G6:
[7] washington.edu
[1] harvard.edu

Top Domains in Tweet in G7:
[8] arxiv.org
[5] github.com
[1] github.io
[1] icwsm.org
[1] youtube.com

Top Domains in Tweet in G8:
[1] arxiv.org
[1] twitter.com

Top Domains in Tweet in G9:
[18] aaai.org
[6] twitter.com
[6] arxiv.org
[4] icwsm.org
[2] clocate.com
[1] acm.org
[1] tweetedtimes.com
[1] washingtonpost.com
[1] cmu.edu
[1] ac.uk

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[60] icwsm
[46] icwsm22
[35] misinformation
[31] socialmedia
[21] cyberthreats
[19] icwsm2022
[18] cysoc2022
[18] internationalwomensday2022
[13] minorities
[13] medical



Top Hashtags in Tweet in G1:
[26] misinformation
[22] icwsm
[17] cysoc2022
[17] cyberthreats
[16] socialmedia
[12] vaccine
[11] internationalwomensday2022
[11] minorities
[11] medical
[11] humanitarian

Top Hashtags in Tweet in G2:
[16] icwsm
[6] misinformation
[5] internationalwomensday2022
[4] icwsm22
[4] neatclass
[3] nlproc
[2] socialsens2022
[2] socialmedia
[2] cyberthreats
[2] icwsm2022

Top Hashtags in Tweet in G3:
[15] icwsm22
[8] socialmedia
[8] politics
[8] manipulation
[8] disinfo
[8] hate
[8] images
[7] icwsm2022
[7] icwsm
[2] internationalwomensday2022

Top Hashtags in Tweet in G4:
[1] icwsm2022
[1] icwsm

Top Hashtags in Tweet in G5:
[3] socialmedia
[2] misinformation
[2] cyberthreats
[1] icwsm22
[1] icwsm
[1] politics
[1] manipulation
[1] disinfo
[1] hate
[1] images

Top Hashtags in Tweet in G7:
[5] icwsm22

Top Hashtags in Tweet in G8:
[7] icwsm22
[1] minorities
[1] medical
[1] humanitarian

Top Hashtags in Tweet in G9:
[5] icwsm_reading
[1] uconncomm5640
[1] icwsm
[1] websci
[1] facct

Top Hashtags in Tweet in G10:
[2] academictwitter
[1] phdposition
[1] datascience
[1] networkscience
[1] phdpositions
[1] hiring

Top Words
Top Words in Tweet in Entire Graph:
[834] icwsm
[227] social
[208] paper
[178] workshop
[148] papers
[143] data
[141] accepted
[137] media
[115] deadline
[108] 2022

Top Words in Tweet in G1:
[346] icwsm
[96] workshop
[65] data
[63] announce
[53] deadline
[52] health
[48] work
[48] submit
[47] social
[46] paper

Top Words in Tweet in G2:
[162] icwsm
[53] papers
[47] social
[41] accepted
[39] walid_magdy
[37] paper
[36] acm_cscw
[36] acm_chi
[35] submission
[29] conf

Top Words in Tweet in G3:
[78] icwsm
[27] accepted
[19] paper
[18] codybuntain
[17] papers
[16] two
[15] #icwsm22
[15] media
[15] work
[14] data

Top Words in Tweet in G4:
[50] social
[41] join
[38] media
[36] using
[36] bert
[36] data
[35] curious
[35] large
[35] language
[35] models

Top Words in Tweet in G5:
[56] icwsm
[42] christorreslugo
[38] paper
[38] manitapote
[38] acnwala
[37] osome_iu
[36] manipulating
[36] twitter
[36] deletions
[36] osome

Top Words in Tweet in G6:
[37] papers
[36] katestarbird
[32] false
[32] conspiracy
[23] echo
[23] system
[22] grey
[22] propaganda
[22] those
[21] put

Top Words in Tweet in G7:
[40] icwsm
[12] paper
[12] lucpappalard
[10] human
[10] luca_msl
[9] tutorial
[9] proposal
[9] deep
[9] learning
[9] mobility

Top Words in Tweet in G8:
[12] icwsm
[10] ponguru
[8] accepted
[7] #icwsm22
[6] dataset
[4] shradhasgl
[4] jiviteshjn
[4] nidhigoyalgoyal
[4] kodaliprashant
[4] hitkul_

Top Words in Tweet in G9:
[13] icwsm
[11] social
[11] ãƒ
[8] 2022
[7] aaai
[7] æ
[6] international
[6] conference
[6] media
[6] comment

Top Words in Tweet in G10:
[22] phd
[22] deadline
[22] 31
[21] dvladek
[17] uuinfolab
[16] student
[16] position
[16] data
[16] science
[16] analysis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[122] social,media
[83] accepted,icwsm
[70] icwsm,2022
[46] excited,announce
[43] workshop,icwsm
[42] language,models
[41] christorreslugo,manitapote
[41] manitapote,acnwala
[40] large,language
[40] models,bert

Top Word Pairs in Tweet in G1:
[37] icwsm,2022
[36] workshop,icwsm
[35] excited,announce
[32] data,challenge
[31] year's,icwsm
[31] icwsm,data
[31] health,related
[27] mad_astronaut,eshwar_chan
[26] announce,along
[26] along,mad_astronaut

Top Word Pairs in Tweet in G2:
[36] acm_cscw,icwsm
[36] icwsm,acm_chi
[30] papers,accepted
[28] 2019,papers
[28] accepted,top
[28] top,css
[28] css,conf
[28] conf,acm_cscw
[28] acm_chi,below
[28] below,snapshot

Top Word Pairs in Tweet in G3:
[27] accepted,icwsm
[15] icwsm,#icwsm22
[11] feedkoko,hello
[9] illegaldaydream,gruppimauricio
[9] gruppimauricio,codybuntain
[8] two,datasets
[8] datasets,accepted
[8] icwsm,first
[8] first,illegaldaydream
[8] codybuntain,myself

Top Word Pairs in Tweet in G4:
[37] social,media
[35] curious,large
[35] large,language
[35] language,models
[35] models,bert
[35] bert,haven't
[35] haven't,tried
[35] tried,using
[35] using,working
[35] working,social

Top Word Pairs in Tweet in G5:
[38] christorreslugo,manitapote
[38] manitapote,acnwala
[36] manipulating,twitter
[36] twitter,deletions
[36] deletions,osome
[36] osome,paper
[36] paper,christorreslugo
[36] acnwala,presented
[35] osome_iu,manipulating
[33] presented,icwsm

Top Word Pairs in Tweet in G6:
[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 G7:
[12] icwsm,paper
[9] tutorial,proposal
[9] proposal,deep
[9] deep,learning
[9] learning,human
[9] human,mobility
[9] mobility,accepted
[9] accepted,icwsm
[9] icwsm,22
[8] 22,see

Top Word Pairs in Tweet in G8:
[6] accepted,icwsm
[6] icwsm,#icwsm22
[4] ponguru,icwsm
[3] shradhasgl,anmgoel
[3] ponguru,factdrill
[3] factdrill,dataset
[3] dataset,accepted
[3] #icwsm22,largest
[3] largest,collection
[3] collection,fact

Top Word Pairs in Tweet in G9:
[8] icwsm,2022
[8] ãƒ,ãƒ
[6] social,media
[4] international,conference
[3] media,icwsm
[3] comment,accepted
[3] 16th,international
[3] conference,web
[3] web,social
[2] conference,water

Top Word Pairs in Tweet in G10:
[22] deadline,31
[16] phd,student
[16] student,position
[16] position,data
[16] data,science
[16] science,analysis
[16] analysis,online
[16] online,communication
[16] communication,uuinfolab
[16] uuinfolab,uppsala_uni

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

Top Replied-To in G1:
@icwsm
@realyangzhang
@emilianoucl
@zsavvas90
@lucianabenotti
@yang3kc
@diyi_yang
@gianluca_string
@davidmohaisen
@matteodellamico

Top Replied-To in G2:
@walid_magdy
@icwsm
@anthonymrios
@srijankedia
@dede198904
@lapshiii
@agostina_cal
@reybiz
@fbetull
@dilarakkl

Top Replied-To in G3:
@icwsm
@manoelribeiro
@jurgenpfeffer
@elaragon
@codybuntain
@bostonjoan
@naz_andalibi
@wikiresearch
@gianluca_string
@feedkoko

Top Replied-To in G4:
@icwsm

Top Replied-To in G5:
@christorreslugo
@mvillamiltorres
@_guir
@agostina_cal
@arielrobinson1
@osome_iu

Top Replied-To in G6:
@suestroud

Top Replied-To in G7:
@verma22gaurav
@luca_msl
@anthonymrios
@feedkoko
@wikiresearch
@shruti_ph
@emilianoucl
@tanmit

Top Replied-To in G8:
@ponguru

Top Replied-To in G10:
@dvladek

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

Top Mentioned in G1:
@icwsm
@zsavvas90
@mdeverna2
@yelenamejova
@mad_astronaut
@eshwar_chan
@aliceoh
@kyriakikalimeri
@emilianoucl
@xyshen365

Top Mentioned in G2:
@icwsm
@acm_cscw
@acm_chi
@walid_magdy
@agostina_cal
@dilarakkl
@kaniea
@mdeverna2
@kristinalerman
@socialsens2022

Top Mentioned in G3:
@icwsm
@codybuntain
@feedkoko
@illegaldaydream
@gruppimauricio
@snchancellor
@sharathguntuku
@benjamindhorne
@bhecht
@ponguru

Top Mentioned in G4:
@maria_antoniak
@icwsm
@prash_khare
@xuehu_econ
@rakib062
@aliceoh
@meta
@chris_bail
@weiwutao
@sherryemery

Top Mentioned in G5:
@icwsm
@christorreslugo
@manitapote
@acnwala
@osome_iu
@mdeverna2
@yang3kc
@craignewmark
@manoelribeiro

Top Mentioned in G6:
@katestarbird
@peterkellybc
@suestroud

Top Mentioned in G7:
@icwsm
@lucpappalard
@giannibarlacchi
@brulepri
@tanmit
@luca_msl
@hide_yourself
@shruti_ph
@verma22gaurav
@enimust

Top Mentioned in G8:
@icwsm
@ponguru
@shradhasgl
@jiviteshjn
@nidhigoyalgoyal
@kodaliprashant
@hitkul_
@iiitdelhi
@_shiivangii
@anmgoel

Top Mentioned in G10:
@dvladek
@uuinfolab
@wins_society
@net_science
@networks2021
@uu_university
@icwsm
@netscisociety

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@theresamax
@amyayers16
@_l17r_
@ve10ve
@suestroud
@rralstonagile
@bassher
@juanseapi
@meloniasherban

Top Tweeters in G1:
@laboescapes
@fdmhildesheim
@amogus_bot
@unicef
@smm_news_feed
@k810mt
@eventcentralme
@cyber_spanish
@digitalhealthxx
@vburtila

Top Tweeters in G2:
@king_220_
@clancynewyork
@benefitvburden
@echeloni2p
@unfakingnews
@newscientist
@stefan2904
@vukosi
@esraa_ali
@brownuniversity

Top Tweeters in G3:
@tksakaki
@mtknnktm
@arxivabs
@galwaygrrl
@jwkritchie
@elizabethkamel
@dtic_upf
@elaragon
@atuin_express
@informor

Top Tweeters in G4:
@heatherfro
@bayesfordays
@pcxd13
@scott_bot
@acraigpfeifer
@richardclegg
@tswaterman
@meta
@mozilla
@rebekahwegener

Top Tweeters in G5:
@_l17r_
@nicolajames007
@fluxcapdoodah
@craignewmark
@alisonkmurray
@_eleanorina
@arielrobinson1
@ephraim_ki
@hunt_pm
@upsfeup

Top Tweeters in G6:
@lizditz
@theresamax
@amyayers16
@ve10ve
@suestroud
@rralstonagile
@bassher
@meloniasherban
@lululemew
@_katiesaurus_

Top Tweeters in G7:
@blkhwk0ps
@pythonroboto
@conspirator0
@followml_
@wikidata
@aiconference
@lucpappalard
@foucaultwelles
@brulepri
@emrek

Top Tweeters in G8:
@carnegiemellon
@iiitdelhi
@amit_p
@shahi_gautam
@iiit_hyderabad
@tanmoy_chak
@kodaliprashant
@_shiivangii
@cseiiitd
@shradhasgl

Top Tweeters in G9:
@clocate
@cwodtke
@sn_fk_n
@arxiv_cs_cl_ja
@cyanlebleu
@deaneckles
@cease0fire
@tt_semweb
@hkefka385
@jwalters314

Top Tweeters in G10:
@readtechhere
@pattyllaneza
@net_science
@rramossandoval
@juanrocha
@hyperagnews
@arghya_dutta_
@erralin
@cgimenez1986
@academiatoken