icwsm, Twitter, 11/20/2022 10:46:37 AM, 284744


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icwsm_2022-11-19_17-41-45.xlsx
icwsm_2022-11-19_17-41-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2022
Short Description:
icwsm via NodeXL https://bit.ly/3hYGIwu
@datadrivenmd
@altenberglee
@nick_beauchamp
@icwsm
@emollick
@virtadpt
@manoelribeiro
@arkaitz
@jurgenpfeffer
@ponguru

Top hashtags:
#icwsm
#cloudflareprotectsterrorists
#research
#nlp
#icwsm2022
#nlproc
#twitterscience

Description:
Description
The graph represents a network of 986 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, 20 November 2022 at 01:43 UTC.

The requested start date was Sunday, 20 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 93-day, 21-hour, 59-minute period from Tuesday, 02 August 2022 at 04:06 UTC to Friday, 04 November 2022 at 02:05 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 : 986
Unique Edges : 400
Edges With Duplicates : 1792
Total Edges : 2192
Number of Edge Types : 5
Retweet : 875
MentionsInRetweet : 1057
Tweet : 93
Replies to : 57
Mentions : 110
Self-Loops : 96
Reciprocated Vertex Pair Ratio : 0.00730593607305936
Reciprocated Edge Ratio : 0.014505893019039
Connected Components : 98
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 697
Maximum Edges in a Connected Component : 1784
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.461661
Graph Density : 0.00113569670822994
Modularity : 0.43395
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 986 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, 20 November 2022 at 01:43 UTC.

The requested start date was Sunday, 20 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 93-day, 21-hour, 59-minute period from Tuesday, 02 August 2022 at 04:06 UTC to Friday, 04 November 2022 at 02:05 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:
[142] https://ojs.aaai.org/index.php/ICWSM/article/view/19388
[113] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9249402/
[22] https://ojs.aaai.org/index.php/ICWSM/article/view/19388/19160
[21] https://ojs.aaai.org/index.php/ICWSM/article/download/7323/7177
[17] https://academic.oup.com/joc/article-abstract/71/6/922/6363640?redirectedFrom=fulltext
[14] https://arxiv.org/pdf/1803.03697.pdf
[10] https://ojs.aaai.org/index.php/ICWSM/article/view/19292
[6] https://arxiv.org/abs/2209.02022
[6] https://aclanthology.org/2022.privatenlp-1.2/
[6] https://ojs.aaai.org/index.php/ICWSM/article/view/18075

Top URLs in Tweet in G1:
[116] https://ojs.aaai.org/index.php/ICWSM/article/view/19388
[113] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9249402/

Top URLs in Tweet in G2:
[3] https://zenodo.org/record/6993868#.Y0iEsnbMJD9
[2] https://osf.io/qfmzp/?view_only=aba3f4f8c597495cbe02b03697fec766
[1] https://twitter.com/icwsm/status/1567865259976785920
[1] https://www.icwsm.org/2023/index.html/
[1] https://www.youtube.com/watch?v=YEjmpE0ArbE

[1] http://nickbeauchamp.com/work/beauchamp-candles-ICWSM.pdf
[1] https://arxiv.org/pdf/2210.03016.pdf
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19304
[1] https://twitter.com/Keenan_Jones_/status/1534465185737482240
[1] https://twitter.com/fpeandrees/status/1551615470205186048

Top URLs in Tweet in G3:
[14] https://arxiv.org/pdf/1803.03697.pdf
[2] https://ojs.aaai.org/index.php/ICWSM/article/download/7323/7177
[1] https://dl.acm.org/doi/pdf/10.1145/3359252?cookieSet=1
[1] https://ojs.aaai.org/index.php/ICWSM/article/download/19289/19061
[1] https://twitter.com/anjalie_f/status/1582582269595639808

Top URLs in Tweet in G4:
[9] https://ojs.aaai.org/index.php/ICWSM/article/view/19388
[3] https://ojs.aaai.org/index.php/ICWSM/article/view/19388/19160
[2] https://ojs.aaai.org/index.php/ICWSM/article/view/19292
[2] https://twitter.com/datadrivenmd/status/1578982975470858240
[1] https://twitter.com/gianluca_string/status/1554146225628139520
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19271
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/7300
[1] https://icwsm.org/virtual/2021/poster_E1094.html
[1] https://workshop-proceedings.icwsm.org/pdf/2022_82.pdf
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/18075/17878

Top URLs in Tweet in G5:
[17] https://ojs.aaai.org/index.php/ICWSM/article/download/7323/7177
[17] https://academic.oup.com/joc/article-abstract/71/6/922/6363640?redirectedFrom=fulltext
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19388/19160
[1] https://twitter.com/emollick/status/1579489887119904768

Top URLs in Tweet in G6:
[1] https://sites.google.com/u.northwestern.edu/ethicsandonlinevolunteerwork/home
[1] https://twitter.com/maria_antoniak/status/1541759971297222659
[1] http://www.erowid.org/

Top URLs in Tweet in G7:
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19292

Top URLs in Tweet in G8:
[14] https://ojs.aaai.org/index.php/ICWSM/article/view/19388/19160

Top URLs in Tweet in G9:
[6] https://arxiv.org/abs/2209.02022
[6] https://aclanthology.org/2022.privatenlp-1.2/
[2] https://twitter.com/icwsm/status/1567865259976785920
[1] https://twitter.com/lucie_nlp/status/1567835284854788101

Top URLs in Tweet in G10:
[1] https://icwsm.org/2022/index.html/call_for_submissions.html#guidelines
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19309
[1] https://arxiv.org/abs/2203.14242
[1] https://ojs.aaai.org/index.php/ICWSM/article/view/19329
[1] https://sites.google.com/view/web-socialmedia-study/home
[1] https://twitter.com/m_datasci_/status/1582635986114134017

Top Domains
Top Domains in Tweet in Entire Graph:
[245] aaai.org
[113] nih.gov
[36] arxiv.org
[21] twitter.com
[17] oup.com
[9] icwsm.org
[6] aclanthology.org
[4] washington.edu
[4] springer.com
[3] zenodo.org

Top Domains in Tweet in G1:
[116] aaai.org
[113] nih.gov

Top Domains in Tweet in G2:
[4] arxiv.org
[3] twitter.com
[3] zenodo.org
[2] osf.io
[1] icwsm.org
[1] youtube.com
[1] nickbeauchamp.com
[1] aaai.org
[1] ac.in
[1] google.com

Top Domains in Tweet in G3:
[14] arxiv.org
[3] aaai.org
[1] acm.org
[1] twitter.com

Top Domains in Tweet in G4:
[27] aaai.org
[5] twitter.com
[4] arxiv.org
[3] icwsm.org
[2] github.com
[1] wired.com
[1] soundcloud.com
[1] tweetedtimes.com
[1] nickbeauchamp.com

Top Domains in Tweet in G5:
[18] aaai.org
[17] oup.com
[1] twitter.com

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

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

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

Top Domains in Tweet in G9:
[6] arxiv.org
[6] aclanthology.org
[3] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] icwsm
[5] cloudflareprotectsterrorists
[3] research
[2] nlp
[2] icwsm2022
[2] nlproc
[2] twitterscience
[1] yankeecandleshavenosmell
[1] style
[1] authorship



Top Hashtags in Tweet in G2:
[3] icwsm
[2] research
[2] nlp
[1] style
[1] authorship
[1] attribution
[1] linguistics
[1] bert
[1] gpt2
[1] icwsm2022

Top Hashtags in Tweet in G4:
[1] bias
[1] wikipedia
[1] quality
[1] dropkiwifarms
[1] cloudflareprotectsterrorists
[1] icwsm2021
[1] covid19
[1] covidisnotover
[1] getboosted
[1] itsmaskseasonagain

Top Hashtags in Tweet in G6:
[10] icwsm
[1] cscw
[1] cscw2022
[1] chi2023

Top Hashtags in Tweet in G9:
[6] icwsm
[1] privacy
[1] fairness
[1] nlproc

Top Words
Top Words in Tweet in Entire Graph:
[578] datadrivenmd
[468] reviews
[366] yankee
[350] smell
[308] bayesian
[308] vector
[307] autoregression
[301] model
[300] test
[300] covid

Top Words in Tweet in G1:
[573] datadrivenmd
[406] reviews
[292] smell
[291] autoregression
[291] bayesian
[291] vector
[290] novel
[290] finding
[290] test
[290] model

Top Words in Tweet in G2:
[101] icwsm
[76] paper
[68] covid
[65] nick_beauchamp
[63] yankee
[63] predict
[63] amazon
[62] candle
[62] smell'
[62] update

Top Words in Tweet in G3:
[70] emollick
[64] paper
[49] more
[49] viral
[48] whole
[48] someone
[48] starts
[48] unexpectedly
[48] capture
[48] go

Top Words in Tweet in G4:
[18] ãƒ
[15] icwsm
[7] paper
[7] reviews
[6] more
[6] aaai
[6] covid
[5] social
[5] amazon
[5] using

Top Words in Tweet in G5:
[23] candle
[23] reviews
[23] smell
[23] peer
[23] tied
[23] reviewed
[23] here's
[23] exactly
[23] research
[23] surges

Top Words in Tweet in G6:
[12] icwsm
[10] #icwsm
[10] work
[8] early
[8] low
[8] present
[8] chi
[8] hanlinliii
[8] deadlines
[8] over

Top Words in Tweet in G7:
[28] providers
[26] platforms
[26] service
[26] sites
[26] 440
[26] power
[26] hate
[26] domain
[26] analyze
[26] including

Top Words in Tweet in G8:
[14] candle
[14] impressive
[14] cases
[14] reviews
[14] smell
[14] covid
[14] yankee
[13] familyunequal

Top Words in Tweet in G9:
[11] paper
[10] give
[6] raise
[6] accepted
[6] experiments
[6] #icwsm
[6] together
[6] lucie_nlp
[6] '23
[6] icwsm

Top Words in Tweet in G10:
[35] ç
[21] ãƒ
[19] ÿã
[18] æ
[17] šã
[14] ˆã
[10] ÿæ
[10] åˆ
[9] èª
[9] m_datasci_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[332] smell,reviews
[308] bayesian,vector
[307] vector,autoregression
[296] model,developed
[296] hypothesis,finding
[296] developed,test
[296] autoregression,model
[296] test,hypothesis
[296] novel,bayesian
[293] finding,smell

Top Word Pairs in Tweet in G1:
[291] vector,autoregression
[291] bayesian,vector
[290] finding,smell
[290] autoregression,model
[290] model,developed
[290] hypothesis,finding
[290] smell,reviews
[290] test,hypothesis
[290] novel,bayesian
[290] developed,test

Top Word Pairs in Tweet in G2:
[63] predict,covid
[62] amazon,predict
[62] paper,icwsm
[62] smell',complaints
[62] candle,update
[62] 'no,smell'
[62] december,tweet
[62] covid,december
[62] update,'no
[62] yankee,candle

Top Word Pairs in Tweet in G3:
[48] story,audience
[48] capture,paper
[48] unexpectedly,go
[48] go,viral
[48] viral,starts
[48] audience,capture
[48] whole,sad
[48] paper,someone
[48] someone,unexpectedly
[48] starts,more

Top Word Pairs in Tweet in G4:
[12] ãƒ,ãƒ
[5] social,media
[4] international,aaai
[4] web,social
[4] conference,web
[4] aaai,conference
[4] amazon,reviews
[3] detecting,effect
[3] bayesian,vector
[3] reviews,using

Top Word Pairs in Tweet in G5:
[23] smell,reviews
[23] reviewed,research
[23] covid,surges
[23] being,tied
[23] here's,peer
[23] candle,smell
[23] peer,reviewed
[23] research,exactly
[23] surges,here's
[23] reviews,being

Top Word Pairs in Tweet in G6:
[8] key,opportunities
[8] present,early
[8] looking,low
[8] opportunities,present
[8] icwsm,deadlines
[8] work,check
[8] early,stage
[8] over,looking
[8] chi,icwsm
[8] stage,work

Top Word Pairs in Tweet in G7:
[26] power,440
[26] platforms,domain
[26] sites,including
[26] 440,misinformation
[26] analyze,service
[26] including,hosting
[26] hate,sites
[26] providers,power
[26] misinformation,hate
[26] hosting,platforms

Top Word Pairs in Tweet in G8:
[14] covid,cases
[14] reviews,covid
[14] smell,reviews
[14] candle,smell
[14] yankee,candle
[14] impressive,yankee
[13] familyunequal,impressive

Top Word Pairs in Tweet in G9:
[6] together,experiments
[6] accepted,#icwsm
[6] '23,together
[6] #icwsm,'23
[6] experiments,raise
[6] paper,accepted
[5] icwsm'23,paper
[5] give,data
[5] give,privacy
[5] privacy,check

Top Word Pairs in Tweet in G10:
[10] ç,ÿæ
[9] ÿè,æ
[7] ãƒ,ãƒ
[6] ç,ç
[5] çš,åˆ
[5] èª,ç
[5] æž,ÿè
[5] ˆã,œã
[5] åˆ,æž
[5] šè,ç

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datadrivenmd
@altenberglee
@icwsm
@emollick
@nick_beauchamp
@valdiskrebs
@mwlauthor
@brendannyhan
@familyunequal
@m_datasci_

Top Mentioned in G1:
@datadrivenmd
@altenberglee
@meetjess
@nick_beauchamp

Top Mentioned in G2:
@icwsm
@nick_beauchamp
@acm_cscw
@adhomineminfo
@_mainack
@fpeandrees
@adhominemisbad
@arkaitz
@turinginst
@qmul

Top Mentioned in G3:
@emollick
@datadrivenmd

Top Mentioned in G5:
@mwlauthor
@brendannyhan

Top Mentioned in G6:
@hanlinliii
@maria_antoniak
@icwsm
@victorknox99
@angelina_vmo
@mominmmalik
@hemanklamba
@jurgenpfeffer
@priyanshul1202
@galenweld

Top Mentioned in G7:
@valdiskrebs

Top Mentioned in G8:
@familyunequal

Top Mentioned in G9:
@lucie_nlp
@ivanhabernal
@arkaitz
@xiazeng2
@complingy
@icwsm

Top Mentioned in G10:
@m_datasci_

Top Tweeters
Top Tweeters in Entire Graph:
@blueflower1096
@givemepie360
@jjj5819
@chiqfudoki
@katcapps
@vedehimajumdar
@morgfair
@samhainnight
@estarianne
@asher_wolf

Top Tweeters in G1:
@blueflower1096
@jjj5819
@katcapps
@vedehimajumdar
@samhainnight
@estarianne
@debsomewhere
@emccoy_writer
@m5b1tch
@oufenix

Top Tweeters in G2:
@sxpert1
@booky630
@aeriqui
@sharpieskunk
@moomanibe
@colocha_rachel
@kamorant
@thisaeshaw
@jelli11
@intlibecosoc

Top Tweeters in G3:
@givemepie360
@morgfair
@zerojuls
@ibnkafka
@thedalyplanet
@42lives
@knightrustyarm
@biblioteq_tress
@matthewboedy
@virtadpt

Top Tweeters in G4:
@malindaannhill
@cinnamaldehyde
@roryreckons
@laurenweinstein
@toritorix
@catkimbriel
@arxiv_cs_cl_ja
@apelaez1
@ptpintcast
@alexfischcc

Top Tweeters in G5:
@rodriguez_linda
@xeauxeau
@happysorceress
@caseyhinds
@krveale
@curvewhiplash
@debbiegoldsmith
@coyotedancer
@jons253
@pecisk

Top Tweeters in G6:
@tttthomasssss
@jschneider
@vnfrombucharest
@ryandcotterell
@ponguru
@snchancellor
@maria_antoniak
@lucy3_li
@jurgenpfeffer
@timalthoff

Top Tweeters in G7:
@netbacker
@eyemagistus
@npars01
@rnelson0
@fluxcapdoodah
@humanssuck12
@fbrownbread
@stellab06612856
@nonnylynda
@allwrongthink

Top Tweeters in G8:
@rachellarris
@familyunequal
@xmolenat
@pardoguerra
@felo_max
@pierre_jacquel2
@tcarpenter216
@robertmartinlt
@thecdnwatch
@alexisdavoux

Top Tweeters in G9:
@ben35846532
@genimarca
@arkaitz
@_theodorem_
@czexpats
@complingy
@lucie_nlp
@cs_tudarmstadt
@yelenamejova
@avineshpvs

Top Tweeters in G10:
@chiqfudoki
@charmstrawberry
@ceekz
@arancio3355
@organ_ic
@mtknnktm
@yp_genzitsu
@hirothamadajp
@asahiplacademy
@m_datasci_