icwsm, Twitter, 11/10/2019 7:11:21 AM, 215950


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icwsm_2019-11-09_22-43-12.xlsx
icwsm_2019-11-09_22-43-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 10, 2019
Short Description:
icwsm via NodeXL http://bit.ly/32E1IM0
@icwsm
@junghwanyang
@instantkharma
@jessnichols
@stammy
@knowlab
@tullney
@shionguha
@jackbandy
@cfiesler

Top hashtags:
#icwsm2020
#chi2020
#gender
#datascience
#emoji2018
#celebritypolitics
#teamwordcountlimits
#sicss
#icwsm19

Description:
Description
The graph represents a network of 260 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, 10 November 2019 at 06:43 UTC.

The requested start date was Sunday, 10 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 62-day, 6-hour, 5-minute period from Tuesday, 03 September 2019 at 22:39 UTC to Tuesday, 05 November 2019 at 04:45 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 : 260
Unique Edges : 381
Edges With Duplicates : 102
Total Edges : 483
Number of Edge Types : 3
Mentions : 426
Replies to : 39
Tweet : 18
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0508905852417303
Reciprocated Edge Ratio : 0.0968523002421307
Connected Components : 23
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 162
Maximum Edges in a Connected Component : 295
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.090082
Graph Density : 0.00613305613305613
Modularity : 0.675913
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 260 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, 10 November 2019 at 06:43 UTC.

The requested start date was Sunday, 10 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 62-day, 6-hour, 5-minute period from Tuesday, 03 September 2019 at 22:39 UTC to Tuesday, 05 November 2019 at 04:45 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://new.precisionconference.com/user/login?society=aaai
[6] http://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[2] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/viewPaper/15587
[2] https://cj2020.northeastern.edu/
[2] https://twitter.com/CJR/status/1171406154741604354
[1] https://twitter.com/icwsm/status/1173387363231371265
[1] https://twitter.com/icwsm/status/1172243143074492418
[1] https://www.cambridge.org/core/journals/perspectives-on-politics/article/dont-republicans-tweet-too-using-twitter-to-assess-the-consequences-of-political-endorsements-by-celebrities/B2915BB8FBD93D0555D8C3D77CB00E65
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/viewFile/2847/3275
[1] https://ingmarweber.de/wp-content/uploads/2017/05/A-Long-Term-Analysis-of-Polarization-on-Twitter.pdf

Top URLs in Tweet in G1:
[10] https://new.precisionconference.com/user/login?society=aaai
[1] https://cj2020.northeastern.edu/
[1] https://twitter.com/icwsm/status/1173387363231371265
[1] https://twitter.com/smunson/status/1175084989815222272
[1] https://twitter.com/icwsm/status/1172243143074492418
[1] http://bit.ly/2JLaa5q
[1] https://developer.twitter.com/en/docs/labs/sampled-stream/api-reference/get-tweets-stream-sample-v1
[1] https://twitter.com/JurgenPfeffer/status/1191172359216078849
[1] https://www.cambridge.org/core/journals/perspectives-on-politics/article/dont-republicans-tweet-too-using-twitter-to-assess-the-consequences-of-political-endorsements-by-celebrities/B2915BB8FBD93D0555D8C3D77CB00E65
[1] https://medium.com/acm-cscw/faq-about-changes-for-cscw-2020-31b1646b8aa

Top URLs in Tweet in G2:
[1] https://jobs.illinois.edu/academic-job-board/job-details?jobID=121227&job=college-of-liberal-arts-sciences-assistant-professor-department-of-communication-121227&fbclid=IwAR3wT3gfz47FGd9qoOz1gKcUklwTwawht6wKGogwDKFMQ5MNgYB-0HnVaz4

Top URLs in Tweet in G3:
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/viewPaper/2847
[1] https://arxiv.org/abs/1909.03543

Top URLs in Tweet in G6:
[6] http://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf
[1] https://medium.com/@katestarbird/content-sharing-within-the-alternative-media-echo-system-the-case-of-the-white-helmets-f34434325e77
[1] https://faculty.washington.edu/kstarbi/Starbird-et-al-ICWSM-2018-Echosystem-final.pdf

Top URLs in Tweet in G7:
[2] https://twitter.com/CJR/status/1171406154741604354
[1] https://cj2020.northeastern.edu/

Top URLs in Tweet in G8:
[1] https://www.frontiersin.org/research-topics/9706/workshop-proceedings-of-the-13th-international-aaai-conference-on-web-and-social-media#articles
[1] https://www.frontiersin.org/article/10.3389/fdata.2019.00029/full

Top URLs in Tweet in G9:
[1] https://www.aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17861/17060

Top URLs in Tweet in G10:
[1] https://www.topcoder.com/challenges/30100548

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] icwsm2020
[10] chi2020
[7] gender
[7] datascience
[3] emoji2018
[2] celebritypolitics
[2] teamwordcountlimits
[2] sicss
[2] icwsm19
[2] ic2s2



Top Hashtags in Tweet in G1:
[23] icwsm2020
[10] chi2020
[3] emoji2018
[2] celebritypolitics
[2] teamwordcountlimits
[1] ic2s2
[1] gender
[1] datascience
[1] css
[1] twitter

Top Hashtags in Tweet in G2:
[2] sicss
[1] ic2s2

Top Hashtags in Tweet in G6:
[1] washhumforum

Top Hashtags in Tweet in G8:
[6] gender
[6] datascience
[2] icwsm19

Top Hashtags in Tweet in G10:
[1] machinelearning
[1] artificialintelligence
[1] sociology

Top Words
Top Words in Tweet in Entire Graph:
[59] Words in Sentiment List#1: Positive
[50] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4308] Non-categorized Words
[4417] Total Words
[75] social
[74] icwsm
[47] study
[46] new
[43] paper

Top Words in Tweet in G1:
[50] icwsm
[31] days
[25] deadline
[23] #icwsm2020
[23] more
[17] know
[17] those
[16] r
[14] rs
[11] few

Top Words in Tweet in G2:
[33] computational
[33] social
[33] science
[32] hiring
[32] tenure
[32] track
[32] assistant
[32] professor
[32] areas
[32] digital

Top Words in Tweet in G3:
[35] paper
[34] experimental
[34] study
[34] structural
[34] diversity
[34] social
[34] networks
[34] new
[34] jessicatysu
[34] krishna_kamath

Top Words in Tweet in G4:
[2] diantyyasmin
[2] antikorupsi
[2] sahabaticw
[2] insanechampwres
[2] icwanews
[2] wwe
[2] wwc
[2] wckitchen
[2] wcchoops
[2] icwa_newdelhi

Top Words in Tweet in G5:
[2] gartner_inc
[2] nngroup
[2] forrester
[2] econsultancy
[2] emarketer
[2] pewinternet
[2] mckquarterly
[2] idxa
[2] mckinsey
[2] thinkwithgoogle

Top Words in Tweet in G6:
[8] syria
[7] katestarbird
[7] disinformation
[7] conflict
[6] around
[5] ve
[5] seen
[5] similar
[5] tactics
[5] spread

Top Words in Tweet in G7:
[10] study
[8] audit
[6] jackbandy
[6] apple
[6] news
[6] icwsm
[5] algorithm
[5] accepted
[5] 2020
[5] presents

Top Words in Tweet in G8:
[8] data
[7] bibliographic
[6] 3
[6] months
[6] ago
[6] h_mihaljevic
[6] presented
[6] thoughts
[6] analyzing
[6] #gender

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] computational,social
[35] social,science
[34] experimental,study
[34] study,structural
[34] structural,diversity
[34] diversity,social
[34] social,networks
[34] networks,new
[34] new,paper
[34] paper,jessicatysu

Top Word Pairs in Tweet in G1:
[16] more,days
[14] r,rs
[9] #icwsm2020,submissions
[8] know,#chi2020's
[8] #chi2020's,deadline
[8] few,days
[8] 23,59
[8] 59,aoe
[7] #icwsm2020,deadline
[7] deadline,12

Top Word Pairs in Tweet in G2:
[33] computational,social
[33] social,science
[32] hiring,tenure
[32] tenure,track
[32] track,assistant
[32] assistant,professor
[32] professor,areas
[32] areas,digital
[32] digital,media
[32] media,effects

Top Word Pairs in Tweet in G3:
[34] experimental,study
[34] study,structural
[34] structural,diversity
[34] diversity,social
[34] social,networks
[34] networks,new
[34] new,paper
[34] paper,jessicatysu
[34] jessicatysu,krishna_kamath
[34] krishna_kamath,aneeshs

Top Word Pairs in Tweet in G4:
[2] diantyyasmin,antikorupsi
[2] antikorupsi,sahabaticw
[2] sahabaticw,insanechampwres
[2] insanechampwres,icwanews
[2] icwanews,wwe
[2] wwe,wwc
[2] wwc,wckitchen
[2] wckitchen,wcchoops
[2] wcchoops,icwa_newdelhi
[2] icwa_newdelhi,icwsm

Top Word Pairs in Tweet in G5:
[2] gartner_inc,nngroup
[2] nngroup,forrester
[2] forrester,econsultancy
[2] econsultancy,emarketer
[2] emarketer,pewinternet
[2] pewinternet,mckquarterly
[2] mckquarterly,idxa
[2] idxa,mckinsey
[2] mckinsey,thinkwithgoogle
[2] thinkwithgoogle,stanforddschool

Top Word Pairs in Tweet in G6:
[5] ve,seen
[5] seen,similar
[5] similar,tactics
[5] tactics,around
[5] around,spread
[5] spread,disinformation
[5] disinformation,related
[5] related,conflict
[5] conflict,syria
[4] katestarbird,ve

Top Word Pairs in Tweet in G7:
[6] apple,news
[5] algorithm,audit
[5] audit,study
[5] study,apple
[5] news,accepted
[5] accepted,icwsm
[5] icwsm,2020
[5] 2020,study
[5] study,presents
[5] presents,data

Top Word Pairs in Tweet in G8:
[7] bibliographic,data
[6] 3,months
[6] months,ago
[6] ago,h_mihaljevic
[6] h_mihaljevic,presented
[6] presented,thoughts
[6] thoughts,analyzing
[6] analyzing,#gender
[6] #gender,bibliographic
[6] data,critical

Top Replied-To
Top Replied-To in Entire Graph:
@cfiesler
@icwsm
@raquelrecuero
@eegilbert
@diantyyasmin
@codybuntain
@keiichi_ochiai
@jurgenpfeffer
@ne0liberal
@jenniferreich1

Top Replied-To in G1:
@cfiesler
@icwsm
@raquelrecuero
@eegilbert
@keiichi_ochiai
@codybuntain
@jurgenpfeffer
@gillianrhayes
@jeffbigham
@colegleason

Top Replied-To in G2:
@missesi

Top Replied-To in G3:
@sweetmals

Top Replied-To in G4:
@diantyyasmin

Top Replied-To in G5:
@jessnichols
@stammy

Top Replied-To in G6:
@katestarbird

Top Replied-To in G9:
@rachellucie

Top Mentioned
Top Mentioned in Entire Graph:
@icwsm
@jessicatysu
@krishna_kamath
@aneeshs
@jugander
@junghwanyang
@jackbandy
@h_mihaljevic
@katestarbird
@tullney

Top Mentioned in G1:
@icwsm
@codybuntain
@cfiesler
@jurgenpfeffer
@wired
@sanjrockz
@tschnoebelen
@jackbandy
@ndiakopoulos
@bgzimmer

Top Mentioned in G2:
@junghwanyang
@ica_cm
@poli_com
@ic2s2
@icwsm
@jniemannlenz
@uscapress
@ica
@illinoiscomm
@uw_sjmc

Top Mentioned in G3:
@jessicatysu
@krishna_kamath
@aneeshs
@jugander
@antmandan
@5harad

Top Mentioned in G4:
@antikorupsi
@sahabaticw
@insanechampwres
@icwanews
@wwe
@wwc
@wckitchen
@wcchoops
@icwa_newdelhi
@icwsm

Top Mentioned in G5:
@gartner_inc
@nngroup
@forrester
@econsultancy
@emarketer
@pewinternet
@mckquarterly
@idxa
@mckinsey
@thinkwithgoogle

Top Mentioned in G6:
@katestarbird
@emilianoucl
@cybercsis

Top Mentioned in G7:
@jackbandy
@cjr
@ndiakopoulos
@applenews
@icwsm
@icw

Top Mentioned in G8:
@h_mihaljevic
@tullney
@icwsm
@frontiersin
@frontaibigdata

Top Mentioned in G9:
@davebeagley
@paulbranditv
@atalanta_co

Top Mentioned in G10:
@profjamesevans
@_pmkr
@uchicago
@topcoder

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@homegypsy
@rqskye
@wwe
@cathyyoung63
@moniquedhooghe
@doritmi
@ica
@caesar_wanya
@itsilverback

Top Tweeters in G1:
@wired
@jeffbigham
@shionguha
@mdekstrand
@gretchenamcc
@raquelrecuero
@bgzimmer
@mark_riedl
@janzilinsky
@syardi

Top Tweeters in G2:
@ica
@katypearce
@monrodriguez
@followlori
@kellybergstrom
@bjoern_buss
@mit
@poli_com
@allison_eden
@griverorz

Top Tweeters in G3:
@anibalmastobiza
@nachristakis
@djpardis
@raneeque
@seanjtaylor
@bertil_hatt
@sinanaral
@rushibhavsar
@ciro
@ryanjgallag

Top Tweeters in G4:
@wwe
@diantyyasmin
@justinbieber
@justintrudeau
@wcchoops
@milfordmapatch
@insanechampwres
@sahabaticw
@justinamash
@durexindonesia

Top Tweeters in G5:
@jmspool
@econsultancy
@stammy
@emarketer
@gartner_inc
@pewinternet
@forrester
@comscore
@thinkwithgoogle
@mckinsey

Top Tweeters in G6:
@homegypsy
@rqskye
@itsilverback
@johnmshuster
@mountainherder
@katestarbird
@cybercsis
@ttoconference
@emilianoucl

Top Tweeters in G7:
@cjr
@michaelbolden
@liwiebe
@ndiakopoulos
@applenews
@icw
@wendt_law
@skotbotcambo
@jackbandy

Top Tweeters in G8:
@dhbbaw
@hauschke
@frontiersin
@tullney
@lusantala
@blasettiale
@h_mihaljevic
@frontaibigdata

Top Tweeters in G9:
@rachellucie
@paulbranditv
@almodozo
@davebeagley
@atalanta_co

Top Tweeters in G10:
@topcoder
@uchicago
@_pmkr
@knowlab
@profjamesevans


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