#ic2s2, Twitter, 7/17/2019 2:08:59 AM, 203352


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#ic2s2_2019-07-16_19-00-19.xlsx
#ic2s2_2019-07-16_19-00-19.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 17, 2019
Short Description:
#ic2s2 via NodeXL http://bit.ly/32w9M2b
@ic2s2
@akbaritabar
@fmg_uva
@alethioguy
@clauwa
@antonionialb
@javiergb_com
@akeuchenius
@bapeterj
@favstats

Top hashtags:
#ic2s2
#lgbtqi
#beamer
#rmarkdown
#dzhw
#rstats
#multiplex
#network
#analysis
#abm

Description:
Description
The graph represents a network of 77 Twitter users whose recent tweets contained "#ic2s2", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 17 July 2019 at 02:04 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 19-minute period from Monday, 08 July 2019 at 20:51 UTC to Wednesday, 17 July 2019 at 01:11 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 : 77
Unique Edges : 129
Edges With Duplicates : 108
Total Edges : 237
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.182539682539683
Reciprocated Edge Ratio : 0.308724832214765
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 223
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.505536
Graph Density : 0.0254613807245386
Modularity : 0.347705
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://2019.ic2s2.org/warmup/
[3] https://rasrita.wordpress.com/2017/11/02/rmarkdown-template-for-beamer-presentation/
[3] https://github.com/jacobeisenstein/language-change-tutorial
[3] http://camille.roth.free.fr/index.php
[2] https://twitter.com/hlageek/status/1150706771390017536
[2] https://twitter.com/ic2s2/status/1151026845103665152
[2] https://2019.ic2s2.org/program/
[2] https://ocean.sagepub.com/blog/2018/7/14/ic2s2-friday-round-up?rq=ic2s2&utm_source=twitter&utm_medium=SAGE_social&utm_content=sageoceantweets&utm_term=b267150a-4024-4075-a219-219515ad73de
[2] https://twitter.com/IC2S2/status/1106224624432570368
[1] https://www.dropbox.com/s/x600yj6kvd1jddx/instructions.txt?dl=0

Top URLs in Tweet in G1:
[4] https://2019.ic2s2.org/warmup/
[2] https://2019.ic2s2.org/program/
[2] https://twitter.com/hlageek/status/1150706771390017536
[1] https://ocean.sagepub.com/blog/2018/7/14/ic2s2-friday-round-up?rq=ic2s2&utm_source=twitter&utm_medium=SAGE_social&utm_content=sageoceantweets&utm_term=b267150a-4024-4075-a219-219515ad73de
[1] https://twitter.com/aqsaqal/status/1150477691830898690
[1] https://twitter.com/grow_andre/status/1151015531153170432
[1] http://camille.roth.free.fr/index.php
[1] https://twitter.com/ic2s2/status/1151026845103665152
[1] https://2019.ic2s2.org/tutorials/
[1] https://github.com/jacobeisenstein/language-change-tutorial

Top URLs in Tweet in G2:
[2] https://2019.ic2s2.org/warmup/
[2] http://camille.roth.free.fr/index.php
[1] https://twitter.com/javiergb_com/status/1151035552457789440
[1] https://2019.ic2s2.org/datathon/

Top URLs in Tweet in G3:
[1] https://twitter.com/branmorrighan/status/1151048772639711233
[1] https://twitter.com/ic2s2/status/1151026845103665152
[1] https://twitter.com/javiergb_com/status/1150738433805078528

Top URLs in Tweet in G4:
[1] https://ocean.sagepub.com/blog/how-to-get-a-doi-for-your-teaching-materials-with-zenodo
[1] https://twitter.com/kbnlresearch/status/1146401428979822597
[1] https://github.com/yerali/ic2s2_intro_networks_science_tutorial
[1] https://yerali.github.io/course.html

Top URLs in Tweet in G5:
[3] https://rasrita.wordpress.com/2017/11/02/rmarkdown-template-for-beamer-presentation/
[1] https://github.com/cbpuschmann/stm_ic2s2
[1] https://twitter.com/IC2S2/status/1151177970830249984

Top URLs in Tweet in G6:
[1] https://2019.ic2s2.org/

Top URLs in Tweet in G7:
[2] https://github.com/jacobeisenstein/language-change-tutorial

Top URLs in Tweet in G9:
[1] https://www.slideshare.net/DmitryZinoviev/exploring-the-history-of-mental-stigma-155479017

Top URLs in Tweet in G10:
[2] https://twitter.com/IC2S2/status/1106224624432570368
[1] https://ocean.sagepub.com/blog/2018/7/15/ic2s2-saturday-round-up?rq=ic2s2&utm_source=twitter&utm_medium=SAGE_social&utm_content=sageoceantweets&utm_term=eca521e5-1fa1-43c2-a321-48ad2514799d
[1] https://ocean.sagepub.com/blog/2018/7/14/ic2s2-friday-round-up?rq=ic2s2&utm_source=twitter&utm_medium=SAGE_social&utm_content=sageoceantweets&utm_term=b267150a-4024-4075-a219-219515ad73de
[1] https://twitter.com/IC2S2/status/1146455826024075264

Top Domains
Top Domains in Tweet in Entire Graph:
[14] twitter.com
[11] ic2s2.org
[5] github.com
[4] sagepub.com
[3] wordpress.com
[3] free.fr
[1] dropbox.com
[1] github.io
[1] slideshare.net

Top Domains in Tweet in G1:
[7] ic2s2.org
[5] twitter.com
[1] sagepub.com
[1] free.fr
[1] github.com
[1] dropbox.com

Top Domains in Tweet in G2:
[3] ic2s2.org
[2] free.fr
[1] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[1] sagepub.com
[1] twitter.com
[1] github.com
[1] github.io

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

Top Domains in Tweet in G6:
[1] ic2s2.org

Top Domains in Tweet in G7:
[2] github.com

Top Domains in Tweet in G9:
[1] slideshare.net

Top Domains in Tweet in G10:
[3] twitter.com
[2] sagepub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[130] ic2s2
[4] lgbtqi
[3] beamer
[3] rmarkdown
[3] dzhw
[2] rstats
[2] multiplex
[2] network
[2] analysis
[2] abm



Top Hashtags in Tweet in G1:
[57] ic2s2
[4] lgbtqi
[2] multiplex
[2] network
[2] analysis
[1] warmup
[1] uva
[1] amsterdam
[1] abm

Top Hashtags in Tweet in G2:
[32] ic2s2
[2] wikipedia

Top Hashtags in Tweet in G3:
[11] ic2s2
[1] warmup

Top Hashtags in Tweet in G4:
[8] ic2s2
[1] user2019

Top Hashtags in Tweet in G5:
[6] ic2s2
[3] beamer
[3] rmarkdown
[3] dzhw
[2] rstats
[1] datathon

Top Hashtags in Tweet in G6:
[2] ic2s2

Top Hashtags in Tweet in G7:
[4] ic2s2

Top Hashtags in Tweet in G8:
[2] ic2s2

Top Hashtags in Tweet in G9:
[3] ic2s2
[1] complexnetworks
[1] digitalhumanities
[1] history
[1] ushistory
[1] mentalstigma
[1] psychology
[1] psychiatry
[1] textanalysis

Top Hashtags in Tweet in G10:
[5] ic2s2
[1] abm
[1] colorism
[1] policing

Top Words
Top Words in Tweet in Entire Graph:
[108] Words in Sentiment List#1: Positive
[22] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3248] Non-categorized Words
[3378] Total Words
[130] #ic2s2
[41] ic2s2
[36] warmup
[32] antonionialb
[28] up

Top Words in Tweet in G1:
[57] #ic2s2
[25] ic2s2
[17] warmup
[15] 2019
[15] conference
[14] amsterdam
[14] up
[14] week
[13] event
[11] talk

Top Words in Tweet in G2:
[32] #ic2s2
[22] antonionialb
[15] warmup
[15] event
[13] javiergb_com
[9] social
[9] lecture
[9] up
[8] evolutionary
[8] theory

Top Words in Tweet in G3:
[11] #ic2s2
[9] clauwa
[5] lecture
[4] social
[4] networks
[4] warmup
[4] very
[3] work
[3] ic2s2
[3] akeuchenius

Top Words in Tweet in G4:
[8] #ic2s2
[4] amsterdam
[3] out
[2] one
[2] tomorrow

Top Words in Tweet in G5:
[6] #ic2s2
[4] interested
[4] quantitative
[4] text
[4] analysis
[4] join
[4] tutorial
[4] structural
[4] topic
[4] modeling

Top Words in Tweet in G6:
[8] conference
[5] welcome
[5] participants
[5] 5th
[5] international
[5] computational
[5] social
[5] science
[5] campus
[5] uva

Top Words in Tweet in G7:
[5] tutorial
[5] tomorrow
[4] language
[4] change
[4] #ic2s2
[3] looking
[3] forward
[3] presenting
[3] measuring
[3] modeling

Top Words in Tweet in G8:
[2] #ic2s2
[2] fabric
[2] poster
[2] mail
[2] wondering
[2] permitted
[2] wear
[2] scarf
[2] day

Top Words in Tweet in G9:
[3] #ic2s2
[2] up
[2] present
[2] preliminary
[2] results
[2] historical
[2] exploration
[2] mental
[2] stigma
[2] usa

Top Words in Tweet in G10:
[5] #ic2s2
[3] excited
[2] here's
[2] roundup
[2] last
[2] year
[2] gt
[2] 2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] #ic2s2,2019
[21] warmup,event
[16] computational,social
[16] warm,up
[15] social,science
[15] ic2s2,#ic2s2
[15] #ic2s2,warmup
[10] camille,roth
[10] lecture,clauwa
[9] international,conference

Top Word Pairs in Tweet in G1:
[15] #ic2s2,2019
[11] warmup,event
[11] ic2s2,#ic2s2
[8] #ic2s2,warmup
[8] warm,up
[6] computational,social
[6] #ic2s2,ic2s2
[5] 2019,starts
[5] starts,already
[5] already,next

Top Word Pairs in Tweet in G2:
[10] warmup,event
[7] #ic2s2,warmup
[7] warm,up
[6] antonionialb,evolutionary
[6] game,theory
[6] #ic2s2,2019
[5] evolutionary,games
[5] work,antonionialb
[5] antonionialb,anxosan
[5] anxosan,used

Top Word Pairs in Tweet in G3:
[5] lecture,clauwa
[4] social,networks
[3] agenda,today
[3] today,s
[3] s,lecture
[3] clauwa,warmup
[3] warmup,#ic2s2
[3] #ic2s2,minorities
[3] minorities,social
[2] akeuchenius,agenda

Top Word Pairs in Tweet in G5:
[4] interested,quantitative
[4] quantitative,text
[4] text,analysis
[4] analysis,join
[4] join,#ic2s2
[4] #ic2s2,tutorial
[4] tutorial,structural
[4] structural,topic
[4] topic,modeling
[3] rgiordano79,adopted

Top Word Pairs in Tweet in G6:
[5] welcome,participants
[5] participants,5th
[5] 5th,international
[5] international,conference
[5] conference,computational
[5] computational,social
[5] social,science
[5] science,campus
[5] campus,uva
[4] fmg_uva,welcome

Top Word Pairs in Tweet in G7:
[4] language,change
[3] looking,forward
[3] forward,presenting
[3] presenting,tutorial
[3] tutorial,measuring
[3] measuring,modeling
[3] modeling,language
[3] change,#ic2s2
[3] #ic2s2,tomorrow
[2] soni_sandeep,looking

Top Word Pairs in Tweet in G8:
[2] #ic2s2,fabric
[2] fabric,poster
[2] poster,mail
[2] mail,wondering
[2] wondering,permitted
[2] permitted,wear
[2] wear,scarf
[2] scarf,day

Top Word Pairs in Tweet in G9:
[2] present,preliminary
[2] preliminary,results
[2] results,historical
[2] historical,exploration
[2] exploration,mental
[2] mental,stigma
[2] stigma,usa
[2] usa,#ic2s2
[2] #ic2s2,next
[2] next,week

Top Word Pairs in Tweet in G10:
[3] excited,#ic2s2
[2] here's,roundup
[2] last,year
[2] #ic2s2,2019

Top Replied-To
Top Replied-To in Entire Graph:
@clauwa
@rgiordano79

Top Replied-To in G1:
@clauwa

Top Replied-To in G3:
@clauwa

Top Replied-To in G5:
@rgiordano79

Top Mentioned
Top Mentioned in Entire Graph:
@ic2s2
@antonionialb
@javiergb_com
@clauwa
@uva_amsterdam
@cssamsterdam
@diliara_valeeva
@odissei_nl
@anxosan
@fmg_uva

Top Mentioned in G1:
@ic2s2
@javiergb_com
@antonionialb
@clauwa
@uva_amsterdam
@bapeterj
@cssamsterdam
@sageoceantweets
@diliara_valeeva
@favstats

Top Mentioned in G2:
@antonionialb
@javiergb_com
@clauwa
@ic2s2
@cssamsterdam
@diliara_valeeva
@anxosan
@odissei_nl
@gijsschumacher
@pettertornberg

Top Mentioned in G3:
@clauwa
@ic2s2
@akeuchenius
@javiergb_com
@gesis_org
@camille_reg
@gijsschumacher
@pettertornberg
@antonionialb
@uva_amsterdam

Top Mentioned in G5:
@c_schwemmer
@akbaritabar
@rgiordano79
@ic2s2
@cbpuschmann

Top Mentioned in G6:
@fmg_uva
@ic2s2

Top Mentioned in G7:
@soni_sandeep
@jacobeisenstein
@alethioguy
@ic2s2

Top Mentioned in G8:
@xandaschofield
@alicia_d_eads
@dmimno

Top Mentioned in G9:
@aqsaqal

Top Mentioned in G10:
@sageoceantweets

Top Tweeters
Top Tweeters in Entire Graph:
@barrywellman
@rstatstweet
@wrahool
@digtalhumanatee
@rstats4ds
@anxosan
@cbpuschmann
@andrewdhking
@prof_mirya
@chainsawriot

Top Tweeters in G1:
@andrewdhking
@branmorrighan
@jasonbaumgartne
@uva_amsterdam
@ameisen_strasse
@vtraag
@lshlj
@favstats
@rensec
@murraygabriel

Top Tweeters in G2:
@barrywellman
@anxosan
@prof_mirya
@flxvctr
@gijsschumacher
@javiergb_com
@pettertornberg
@bovetalexandre
@antonionialb
@diliara_valeeva

Top Tweeters in G3:
@elaragon
@gesis_org
@clauwa
@lespin
@justin_ct_ho
@kleber_a_o
@fairykomal
@akeuchenius
@camille_reg

Top Tweeters in G4:
@wrahool
@chainsawriot
@gabymlp
@kbnlresearch
@hlageek
@sagecampusrc
@ygandica

Top Tweeters in G5:
@rstatstweet
@rstats4ds
@cbpuschmann
@akbaritabar
@c_schwemmer
@rgiordano79

Top Tweeters in G6:
@sara_hlt
@damian0604
@bashofstra
@fmg_uva
@christianpipal

Top Tweeters in G7:
@jacobeisenstein
@alethioguy
@soni_sandeep
@rajammanabrolu

Top Tweeters in G8:
@xandaschofield
@dmimno
@alicia_d_eads

Top Tweeters in G9:
@digtalhumanatee
@aqsaqal

Top Tweeters in G10:
@sageoceantweets
@hsmartiii


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