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icwsm_2019-08-13_05-15-07.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Description:
Description
The graph represents a network of 781 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 Tuesday, 13 August 2019 at 12:15 UTC.

The requested start date was Monday, 12 August 2019 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 70-day, 22-hour, 24-minute period from Saturday, 01 June 2019 at 17:00 UTC to Sunday, 11 August 2019 at 15:24 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 : 781
Unique Edges : 1725
Edges With Duplicates : 1400
Total Edges : 3125
Number of Edge Types : 3
Mentions : 2816
Tweet : 96
Replies to : 213
Self-Loops : 96
Reciprocated Vertex Pair Ratio : 0.121621621621622
Reciprocated Edge Ratio : 0.216867469879518
Connected Components : 46
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 683
Maximum Edges in a Connected Component : 3036
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.222711
Graph Density : 0.00340621819495059
Modularity : 0.392126
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://icwsm.org/2020/
[17] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[14] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3212
[13] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/viewPaper/10524
[9] https://sites.google.com/view/icwsmscienceslam
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199786
[6] https://careers.twitter.com/content/careers-twitter/en/jobs-search.html?q=data+science&team=careers-twitter%3Ateam%2Fdata-science-analytics
[5] https://aaai.org/ojs/index.php/ICWSM/article/view/3357
[5] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3243/3111

Top URLs in Tweet in G1:
[8] https://icwsm.org/2020/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199688
[6] https://sites.google.com/view/icwsmscienceslam
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199786
[4] https://users.ics.aalto.fi/kiran/whatsapp-tutorial/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200081
[2] https://iussp.org/en/workshop-demographic-research-web-and-social-media-data
[2] https://www.icwsm.org/2019/program/workshop/
[2] https://www.icwsm.org/2019/program/tutorial/
[2] https://www.icwsm.org/2019/program/program/

Top URLs in Tweet in G2:
[15] https://icwsm.org/2020/
[5] https://docs.google.com/presentation/d/1zc5vciuIxLkybLOUUauc1YX9fBZIB2mssv1VtWgN8tM/edit
[3] https://aaai.org/ojs/index.php/ICWSM/article/view/3357
[2] https://www.icwsm.org/2019/program/workshop/
[2] https://www.icwsm.org/2019/program/tutorial/
[2] https://www.frontiersin.org/articles/10.3389/fdata.2019.00022
[2] https://aaai.org/ojs/index.php/ICWSM/article/view/3250
[1] https://www-users.cs.umn.edu/~levon003/files/levonian_icwsm2020_preprint.pdf
[1] https://www.instagram.com/p/B0oK6E9J6-V/?utm_source=ig_web_button_share_sheet
[1] https://www.facebook.com/icwsm/

Top URLs in Tweet in G3:
[17] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[4] https://icwsm.org/2020/
[2] https://aaai.org/ojs/index.php/ICWSM/article/view/3242
[2] https://aaai.org/ojs/index.php/ICWSM/article/view/3239/3107
[1] https://twitter.com/elaragon/status/1138735041398411264
[1] https://link.springer.com/article/10.1007%2Fs00038-018-1192-5
[1] https://twitter.com/icwsm/status/1138706994917982208
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3357
[1] https://www.facebook.com/1335974745/posts/10219205851200535/
[1] https://www.ic.gatech.edu/news/622523/ic-researchers-awarded-outstanding-study-design-paper-award-icwsm-19

Top URLs in Tweet in G4:
[3] https://arxiv.org/abs/1901.09735
[2] https://arxiv.org/pdf/1901.09735.pdf
[2] https://arxiv.org/abs/1901.07046
[2] https://icwsm.org/2020/
[2] https://arcticpenguin.files.wordpress.com/2010/01/2017-icwsm-designingforsocialsupport.pdf
[1] https://www.thetimes.co.uk/article/genetic-tests-for-ancestry-being-hijacked-by-racists-ltwr72f6c
[1] https://emilianodc.com/mycsrankings/
[1] https://arxiv.org/abs/1809.01644
[1] https://twitter.com/msirivia/status/1151759910721507328?s=19
[1] https://research.fb.com/safety-experiences-on-social-media/

Top URLs in Tweet in G5:
[1] https://careers.twitter.com/content/careers-twitter/en/jobs-search.html?q=data+science&team=careers-twitter%3Ateam%2Fdata-science-analytics

Top URLs in Tweet in G6:
[1] https://arxiv.org/pdf/1907.09594.pdf

Top URLs in Tweet in G7:
[1] http://www.cycat.io/publications/
[1] https://www.icwsm.org/2019/index.php
[1] https://lnkd.in/g-8cZrR

Top URLs in Tweet in G8:
[1] https://arxiv.org/abs/1810.09841
[1] https://tiny.cc/knightsafeharbor
[1] https://sites.google.com/view/icwsmscienceslam
[1] https://www.propublica.org/datastore/dataset/compas-recidivism-risk-score-data-and-analysis

Top URLs in Tweet in G9:
[4] https://research.fb.com/request-for-proposals-for-economic-opportunity-research-announced-at-icwsm-2019/
[1] https://research.fb.com/request-for-proposals-for-economic-opportunity-research-announced-at-icwsm-2019/?utm_campaign=everyonesocial&utm_source=145887&utm_medium=twitter&es_p=9495800
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3247/3115
[1] https://research.fb.com/request-for-proposals-for-economic-opportunity-research-announced-at-icwsm-2019/?utm_campaign=everyonesocial&utm_source=145843&utm_medium=twitter&es_p=9501219
[1] https://research.fb.com/request-for-proposals-for-economic-opportunity-research-announced-at-icwsm-2019/?utm_campaign=everyonesocial&utm_source=179051&utm_medium=twitter&es_p=9498624
[1] https://aaai.org/ojs/index.php/ICWSM/article/view/3242
[1] http://tweetedtimes.com/v/1650
[1] https://www.aaai.org/ojs/index.php/ICWSM/article/view/3212
[1] https://www.aaai.org/ojs/index.php/ICWSM/issue/view/238
[1] https://mazenz.com/Newsemia/2019/06/27/request-for-proposals-for-economic-opportunity-research-announced-at-icwsm-2019/?utm_source=SocialAutoPoster&utm_medium=Social&utm_campaign=Twitter

Top URLs in Tweet in G10:
[5] https://careers.twitter.com/content/careers-twitter/en/jobs-search.html?q=data+science&team=careers-twitter%3Ateam%2Fdata-science-analytics
[1] https://twitter.com/miguelrios/status/1138753846677839872

Top Domains
Top Domains in Tweet in Entire Graph:
[107] aaai.org
[57] icwsm.org
[31] twitter.com
[21] nodexlgraphgallery.org
[19] wordpress.com
[17] google.com
[16] arxiv.org
[8] fb.com
[4] aalto.fi
[3] frontiersin.org

Top Domains in Tweet in G1:
[19] icwsm.org
[19] nodexlgraphgallery.org
[6] google.com
[4] twitter.com
[4] aaai.org
[4] aalto.fi
[2] iussp.org
[2] arxiv.org
[2] medium.com
[2] marco-brambilla.com

Top Domains in Tweet in G2:
[26] aaai.org
[23] icwsm.org
[8] google.com
[4] twitter.com
[3] arxiv.org
[2] nodexlgraphgallery.org
[2] frontiersin.org
[2] edu.au
[2] harvard.edu
[1] umn.edu

Top Domains in Tweet in G3:
[17] wordpress.com
[7] twitter.com
[7] aaai.org
[4] icwsm.org
[1] springer.com
[1] facebook.com
[1] gatech.edu
[1] google.com

Top Domains in Tweet in G4:
[8] arxiv.org
[3] twitter.com
[2] icwsm.org
[2] wordpress.com
[1] co.uk
[1] emilianodc.com
[1] fb.com
[1] aaai.org
[1] ac.uk

Top Domains in Tweet in G5:
[1] twitter.com

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

Top Domains in Tweet in G7:
[1] cycat.io
[1] icwsm.org
[1] lnkd.in

Top Domains in Tweet in G8:
[1] arxiv.org
[1] tiny.cc
[1] google.com
[1] propublica.org

Top Domains in Tweet in G9:
[7] fb.com
[7] aaai.org
[1] tweetedtimes.com
[1] mazenz.com
[1] jhu.edu
[1] twitter.com
[1] icwsm.org
[1] conferencelist.info
[1] neu.edu

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[360] icwsm2019
[145] icwsm
[40] deeplearning
[40] phdchat
[33] socialmedia
[31] dataforvulnerable
[30] icwsm19
[23] datascience
[15] munich
[13] css



Top Hashtags in Tweet in G1:
[146] icwsm2019
[71] icwsm
[40] phdchat
[19] socialmedia
[15] dataforvulnerable
[12] munich
[9] journalism
[9] datascience
[8] digitaldemography
[8] css

Top Hashtags in Tweet in G2:
[131] icwsm2019
[30] icwsm
[7] socialmedia
[7] opendata
[6] datascience
[4] slam
[4] dataforvulnerable
[4] icwsm19
[4] cscw2019
[4] fair

Top Hashtags in Tweet in G3:
[33] icwsm2019
[5] icwsm
[3] some
[3] icwsm19
[2] css
[2] gephi
[2] graph
[2] opensource
[1] safety
[1] aaai

Top Hashtags in Tweet in G4:
[18] icwsm2019
[9] ff
[2] icwsm
[1] thanksman
[1] facebook
[1] socialmedia
[1] womenintech
[1] safety
[1] some

Top Hashtags in Tweet in G5:
[1] icwsm
[1] icwsm19
[1] datascience
[1] sciencetwitter

Top Hashtags in Tweet in G6:
[36] deeplearning

Top Hashtags in Tweet in G7:
[2] aaai
[2] socialmedia
[2] icwsm
[1] icwsm2019
[1] cycat
[1] web
[1] international
[1] conference

Top Hashtags in Tweet in G8:
[12] dataforvulnerable
[8] icwsm
[7] icwsm2019
[6] icwsm19
[1] research
[1] ethics
[1] datascience
[1] fascinating

Top Hashtags in Tweet in G9:
[1] academicprograms
[1] datascience
[1] socialmedia
[1] trends
[1] icwsm
[1] icwsm2019
[1] icwsm2020
[1] conferencelist
[1] lifegoals

Top Hashtags in Tweet in G10:
[15] icwsm
[9] icwsm19
[5] icwsm2019
[5] datascience
[3] socialmedia
[3] sagecampus
[3] sciencetwitter
[1] safety
[1] threat
[1] jetlag

Top Words
Top Words in Tweet in Entire Graph:
[1087] Words in Sentiment List#1: Positive
[404] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[25527] Non-categorized Words
[27018] Total Words
[826] icwsm
[360] #icwsm2019
[262] paper
[164] social
[148] #icwsm

Top Words in Tweet in G1:
[215] icwsm
[146] #icwsm2019
[88] nodexl
[71] #icwsm
[68] was3210
[67] tutorial
[57] social
[52] yelenamejova
[52] digitalspacelab
[50] sof14g1l

Top Words in Tweet in G2:
[303] icwsm
[131] #icwsm2019
[64] paper
[46] social
[40] news
[39] great
[34] media
[34] elaragon
[34] jurgenpfeffer
[32] data

Top Words in Tweet in G3:
[106] icwsm
[81] paper
[52] gephi
[47] award
[37] time
[33] #icwsm2019
[33] congrats
[32] test
[26] cerenbudak
[24] outstanding

Top Words in Tweet in G4:
[85] icwsm
[61] paper
[60] emilianoucl
[31] zsavvas90
[30] jhblackb
[29] race
[29] measurement
[28] fight
[27] study
[26] research

Top Words in Tweet in G6:
[36] measure
[36] political
[36] ideology
[36] images
[36] #deeplearning
[36] conservatives
[36] liberals
[36] visually
[36] communicate
[35] jlanastas

Top Words in Tweet in G7:
[7] icwsm
[7] risecyprus
[6] cycat_eu
[6] image
[6] algorithms
[6] pinbarlas
[4] fairness
[4] proprietary
[4] tagging
[4] people

Top Words in Tweet in G8:
[36] icwsm
[24] yelenamejova
[12] data
[12] #dataforvulnerable
[11] elad1
[11] kristinalerman
[10] thank
[10] vulnerable
[9] workshop
[8] populations

Top Words in Tweet in G9:
[12] 2019
[12] icwsm
[10] research
[8] request
[8] proposals
[8] economic
[8] opportunity
[8] announced
[5] social
[5] media

Top Words in Tweet in G10:
[25] icwsm
[16] twitterresearch
[15] #icwsm
[15] come
[14] data
[13] booth
[12] t
[12] sarakimelman
[12] kirinjaan
[11] science

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[107] social,media
[72] icwsm,2019
[51] icwsm,2020
[49] check,out
[45] #icwsm2019,#icwsm
[43] icwsm,#icwsm2019
[40] measure,political
[40] political,ideology
[40] ideology,images
[40] images,#deeplearning

Top Word Pairs in Tweet in G1:
[43] social,media
[31] #icwsm2019,#icwsm
[30] #icwsm,#phdchat
[27] #icwsm,#icwsm2019
[24] icwsm,2019
[24] excited,tutorial
[24] tutorial,collecting
[24] collecting,whatsapp
[24] whatsapp,data
[24] data,#icwsm

Top Word Pairs in Tweet in G2:
[27] icwsm,2020
[27] social,media
[23] icwsm,2019
[23] icwsm,#icwsm2019
[22] check,out
[16] good,news
[16] deadline,september
[15] news,icwsm
[15] 2020,website
[15] website,now

Top Word Pairs in Tweet in G3:
[32] test,time
[30] time,award
[22] mathieubastian,mentatseb
[16] award,#icwsm2019
[16] gephi,paper
[16] paper,gets
[16] gets,icwsm
[16] icwsm,test
[15] icwsm,congrats
[14] paper,icwsm

Top Word Pairs in Tweet in G4:
[28] paper,fight
[28] fight,race
[28] race,measurement
[28] zsavvas90,jhblackb
[23] measurement,study
[23] study,genetic
[17] mittosis,zsavvas90
[15] excited,#icwsm2019
[15] #icwsm2019,paper
[15] paper,front

Top Word Pairs in Tweet in G6:
[36] measure,political
[36] political,ideology
[36] ideology,images
[36] images,#deeplearning
[36] #deeplearning,conservatives
[36] conservatives,liberals
[36] liberals,visually
[36] visually,communicate
[35] jlanastas,measure
[35] communicate,ideol

Top Word Pairs in Tweet in G7:
[4] fairness,proprietary
[4] proprietary,image
[4] image,tagging
[4] tagging,algorithms
[4] people,images
[3] cycat_eu,risecyprus
[3] algorithms,cross
[3] cross,platform
[3] platform,audit
[3] audit,people

Top Word Pairs in Tweet in G8:
[8] vulnerable,populations
[7] #dataforvulnerable,icwsm
[6] danielapaolotti,rumichunara
[5] jurgenpfeffer,radio
[5] radio,show
[5] show,icwsm
[5] icwsm,2019
[5] 2019,munich
[5] munich,dlf
[5] dlf,mariann

Top Word Pairs in Tweet in G9:
[9] icwsm,2019
[8] request,proposals
[8] proposals,economic
[8] economic,opportunity
[8] opportunity,research
[8] research,announced
[8] announced,icwsm
[5] social,media
[3] conference,web
[3] web,social

Top Word Pairs in Tweet in G10:
[11] come,booth
[11] booth,learn
[11] learn,job
[11] job,opportunities
[10] data,science
[10] icwsm,sarakimelman
[9] #icwsm,#icwsm19
[9] #icwsm19,come
[9] kirinjaan,icwsm
[8] opportunities,data

Top Replied-To
Top Replied-To in Entire Graph:
@icwsm
@elaragon
@gareth_tyson
@jurgenpfeffer
@cerenbudak
@emilianoucl
@yelenamejova
@mathieubastian
@jacomyma
@d_alburez

Top Replied-To in G1:
@icwsm
@yelenamejova
@d_alburez
@iussp
@narseo
@gareth_tyson
@ezagheni
@saminrf
@dozee_sim
@elaragon

Top Replied-To in G2:
@icwsm
@elaragon
@jurgenpfeffer
@gareth_tyson
@codybuntain
@benjamindhorne
@cristiancantoro
@saharnazdi
@gvrkiran
@leonderczynski

Top Replied-To in G3:
@cerenbudak
@mathieubastian
@jacomyma
@danielmromero
@eredmiles
@emilio__ferrara
@thesasho
@r_ashwin
@kristinalerman
@amudhar

Top Replied-To in G4:
@emilianoucl
@gareth_tyson
@ingmarweber
@eredmil1
@jhblackb
@mittosis
@privacurity
@saxenauab
@gianluca_string
@ndiakopoulos

Top Replied-To in G5:
@stevehuang68

Top Replied-To in G7:
@pinbarlas
@fatconference
@oucyprus

Top Replied-To in G8:
@jurgenpfeffer
@yelenamejova
@cerenbudak
@vvoukelatou
@rumichunara

Top Replied-To in G10:
@nathanlande
@bjoseph
@jkru
@kirinjaan
@amyesparrow
@djpardis
@sageoceantweets
@xxhivanga
@jointheflock
@blackbirds

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@yelenamejova
@jurgenpfeffer
@was3210
@nodexl
@emilianoucl
@sof14g1l
@digitalspacelab
@gvrkiran
@d_alburez

Top Mentioned in G1:
@icwsm
@was3210
@nodexl
@digitalspacelab
@sof14g1l
@yelenamejova
@gvrkiran
@jurgenpfeffer
@d_alburez

Top Mentioned in G2:
@icwsm
@jurgenpfeffer
@elaragon
@yelenamejova
@kimpulsive93
@jisunan
@cerenbudak
@dfreelon
@corbrantner
@d_alburez

Top Mentioned in G3:
@icwsm
@mentatseb
@cerenbudak
@mathieubastian
@gephi
@jacomyma
@kous2v
@r_ashwin
@david__jurgens
@munmun10

Top Mentioned in G4:
@icwsm
@emilianoucl
@zsavvas90
@jhblackb
@eredmil1
@mittosis
@msirivia
@facebook
@kwstantinos90
@gareth_tyson

Top Mentioned in G5:
@runclouds
@lisatruthjohns
@mysticwolf14
@1228erin
@lisandre_moreau
@mukulnandi1972
@debryan96962349
@eldiablo0786
@ladywiseworld
@babygo2014

Top Mentioned in G6:
@jlanastas
@icwsm
@jsjoo3
@zacharyst
@_kenny_joseph

Top Mentioned in G7:
@risecyprus
@icwsm
@cycat_eu
@pinbarlas
@jahnao
@kyriakosb4a
@stellaklean
@oucyprus
@theofficialacm
@computersociety

Top Mentioned in G8:
@icwsm
@yelenamejova
@elad1
@kristinalerman
@dlf
@danielapaolotti
@rumichunara
@kyriakikalimeri
@jurgenpfeffer
@jac

Top Mentioned in G9:

Top Mentioned in G10:
@icwsm
@twitterresearch
@sarakimelman
@kirinjaan
@sageoceantweets
@nathanlande
@miguelrios
@bjoseph
@twittereng
@jkru

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@gamergeeknews
@ottlegalrebels
@laurettamylove
@bostonglobe
@karijoys
@drxaverius
@rejectionking
@mysticwolf14
@purposefulact

Top Tweeters in G1:
@gamergeeknews
@ottlegalrebels
@academicchatter
@3eani
@nvsdata
@knhannah
@vivianfrancos
@demografia_csic
@natematias
@uclsociology

Top Tweeters in G2:
@rstatstweet
@snurb_dot_info
@melanielybarger
@linguangst
@followlori
@monrodriguez
@ronpatz
@darkolina
@_estalindalamar
@eventtesseract

Top Tweeters in G3:
@antounh
@sotdi
@luiy
@seinecle
@fabiomalini
@soci
@umsi
@jnkka
@totetmatt
@jorgaf

Top Tweeters in G4:
@womenintechchat
@femtech_
@ralphholz
@er1p
@brandontlocke
@chelloway
@odtorson
@debbiekennett
@benwagne_r
@1br0wn

Top Tweeters in G5:
@marshawright
@laurettamylove
@karijoys
@mysticwolf14
@purposefulact
@lovegoldenheart
@eldiablo0786
@reeves5150
@cherylcorless41
@lauridmeizler

Top Tweeters in G6:
@erikgahner
@rcastrocornejo
@mariajosec
@anonmugwump
@mattgrossmann
@asmusolsen
@griverorz
@abwhitford
@bhakthan
@solcivale

Top Tweeters in G7:
@ieeeorg
@computersociety
@eu_h2020
@casey_dugan
@theofficialacm
@hci_research
@govcyprus
@findaphd
@infoschoolsheff
@recklesscoding

Top Tweeters in G8:
@dlf
@columbia
@nyuniversity
@saiphcita
@ciro
@kwelle
@danielapaolotti
@jvtrigueros
@mtizzoni
@fennell_p

Top Tweeters in G9:
@mazensalama
@dev_topics
@pdarbyshire
@alphaque
@eventosglobais
@cubic_logic
@amicalwikimedia
@guardianeng
@softwarenews42
@tonisant

Top Tweeters in G10:
@miguelrios
@jkru
@mad_typist
@djpardis
@ubuntubot2075
@likely75463987
@ubuntu
@kirinjaan
@enunge
@jointheflock