#IEEEVIS, Twitter, 10/23/2019 4:12:25 PM, 213963


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#IEEEVIS_2019-10-23_08-56-00.xlsx
#IEEEVIS_2019-10-23_08-56-00.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 23, 2019
Short Description:
#IEEEVIS via NodeXL http://bit.ly/32HtFmT
@ieeevis
@msftresearch
@nelmqvist
@arvindsatya1
@ngehlenborg
@sharoz
@tamaramunzner
@eagereyes
@birdbassador
@jcrbrts

Top hashtags:
#ieeevis
#vis4dh
#visinpractice
#digitalhumanities
#visualization
#visxai
#dataviz
#vahc

Description:
Description
The graph represents a network of 864 Twitter users whose recent tweets contained "#IEEEVIS", 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, 23 October 2019 at 15:59 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 42-minute period from Monday, 14 October 2019 at 11:04 UTC to Wednesday, 23 October 2019 at 15:46 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] http://oavis.org
[25] https://viscomm.io/
[19] https://www.pnas.org/content/116/6/1857
[12] https://www.littlemissdata.com/blog/set-analysis
[10] https://www.microsoft.com/en-us/research/publication/datashot-automatic-generation-of-fact-sheets-from-tabular-data/
[9] https://vis4good.github.io/
[9] https://cmci.colorado.edu/visualab/ColorCrafting/
[8] https://visap.net
[8] https://github.com/PrecisionVISSTA/PeripheryPlots
[7] https://origraph.github.io

Top URLs in Tweet in G1:
[8] https://cmci.colorado.edu/visualab/ColorCrafting/
[5] https://www.microsoft.com/en-us/research/publication/datashot-automatic-generation-of-fact-sheets-from-tabular-data/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213590
[4] https://slido.com/
[4] https://twitter.com/visxvision/status/1185396362642448384
[3] https://github.com/USFDataVisualization/PersistentHomologyOnGraphs
[3] http://vis4dh.dbvis.de/papers/2019/VIS4DH2019_paper_4.pdf
[3] http://visxai.io
[3] https://medium.com/@mcorrell/counting-collaborating-and-coexisting-visualization-and-the-digital-humanities-1bf157400d8
[2] https://tobias.isenberg.cc/VideosAndDemos/Halladjian2020SIV

Top URLs in Tweet in G2:
[13] https://viscomm.io/
[6] https://origraph.github.io
[5] https://visap.net
[5] https://cityvis.io/workshop.php
[4] https://github.com/PrecisionVISSTA/PeripheryPlots
[4] https://arxiv.org/abs/1908.00192
[4] https://www.pnas.org/content/116/6/1857
[4] http://oavis.org
[3] https://vis-contribution-types.github.io/
[3] https://twitter.com/visdesignlab/status/1186714744796909572

Top URLs in Tweet in G3:
[22] http://oavis.org
[8] https://viscomm.io/
[6] http://biovis.net/2019/program_ieee/
[4] https://visinpractice.github.io/program.html#skelton
[4] https://github.com/PrecisionVISSTA/PeripheryPlots
[3] https://visinpractice.github.io/program.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213416
[2] https://twitter.com/sharoz/status/1186658654281457665
[2] https://www.littlemissdata.com/blog/set-analysis
[2] https://visinpractice.github.io/guide.html

Top URLs in Tweet in G4:
[3] http://vis.csail.mit.edu/pubs/sociotechnical-vis-access
[3] https://arxiv.org/abs/1902.03129
[3] https://arxiv.org/abs/1910.07969
[2] https://github.com/poloclub/ganlab
[2] http://visxai.io
[1] https://arjun010.github.io/projects/viswall.html
[1] https://eviva-ml.github.io/
[1] https://arxiv.org/pdf/1908.00192.pdf
[1] https://medium.com/@mcorrell/counting-collaborating-and-coexisting-visualization-and-the-digital-humanities-1bf157400d8
[1] http://vis.csail.mit.edu/pubs/critical-reflections

Top URLs in Tweet in G5:
[10] https://www.littlemissdata.com/blog/set-analysis
[4] https://www.instagram.com/april_xcz/
[2] https://twitter.com/DBBurkhardt/status/1186453047129464832
[1] https://mybinder.org/v2/gh/KrishnaswamyLab/visualization_selection/master?filepath=Selecting_the_right_tool_for_the_job.ipynb
[1] https://twitter.com/ldgreef/status/1184857685461594112
[1] https://twitter.com/uclab_potsdam/status/1184719488018763776
[1] http://vissv.org
[1] https://viscomm.io/
[1] https://www.indiegogo.com/projects/rawgraphs-2-0-a-web-app-for-data-visualization#/
[1] https://twitter.com/rawgraphs/status/1186729106228076544

Top URLs in Tweet in G6:
[1] https://www.microsoft.com/en-us/research/event/vis-2019/?msr_event_evpg_vis_tw
[1] https://careers.microsoft.com/us/en/job/713129/Research-Intern-MSR-VIDA/?OCID=msr_career_msrvida_VIS_tw
[1] http://users.umiacs.umd.edu/~elm/projects/common-fate/common-fate.pdf

Top URLs in Tweet in G7:
[13] https://www.pnas.org/content/116/6/1857
[5] https://visap.net/program.html#exhibition
[3] https://visap.net
[2] https://sice.indiana.edu/news/story.html?story=New-Places-Spaces-Mapping-Science-exhibit-debuts-at-IEEE-Information-Visualization-Conference-
[2] https://twitter.com/mappingscience/status/1186273340723466240
[1] http://ieeevis.org/year/2019/keynote
[1] https://twitter.com/arvindsatya1/status/1184205214750040064
[1] https://twitter.com/niltuzcu_/status/1174774322713350145
[1] https://vast-challenge.github.io/2020/
[1] https://hubmapconsortium.org/

Top URLs in Tweet in G8:
[5] https://vis4good.github.io/
[5] https://easypz.io/
[1] http://vis4dh.dbvis.de/
[1] https://news.cs.washington.edu/2019/10/18/manaswi-saha-wins-amazon-catalyst-award-to-develop-techniques-for-visualizing-urban-accessibility-at-scale/

Top URLs in Tweet in G9:
[2] https://zjuvag.org/publications/
[2] https://arxiv.org/abs/1908.00688
[2] http://www.myaooo.com/projects/protosteer
[2] https://cmci.colorado.edu/visualab/fieldview
[2] https://g.page/casinagroup/
[1] https://twitter.com/hen_str/status/1185737113641328640
[1] https://www.malkamdior.com/
[1] https://twitter.com/pmcruz/status/1186172692220796928
[1] https://avs.auto/
[1] https://github.com/USFDataVisualization/PersistentHomologyOnGraphs

Top URLs in Tweet in G10:
[1] https://twitter.com/sknudsendk/status/1186696526711721991
[1] https://twitter.com/jessicahullman/status/1184975317938659328
[1] https://pdfs.semanticscholar.org/23fc/2f69cb94858401a3eaecbd13471a8c6c7eb1.pdf?_ga=2.234011224.733502020.1571785881-1505970242.1571785881
[1] https://viscomm.io
[1] https://osf.io/mp834/
[1] https://osf.io/jg3ev/
[1] https://viscomm.io/
[1] https://parametric.press/issue-01/unraveling-the-jpeg/
[1] https://smartnova.github.io/tdb-reports/viscomm19/demo/index.html
[1] https://twitter.com/tillnm/status/1186449330481315841

Top Domains
Top Domains in Tweet in Entire Graph:
[87] twitter.com
[65] github.io
[59] arxiv.org
[27] oavis.org
[27] viscomm.io
[23] github.com
[19] pnas.org
[17] ieeevis.org
[14] colorado.edu
[13] visap.net

Top Domains in Tweet in G1:
[25] arxiv.org
[12] twitter.com
[11] colorado.edu
[8] dbvis.de
[7] github.io
[6] nodexlgraphgallery.org
[6] medium.com
[5] youtube.com
[5] uoit.ca
[5] microsoft.com

Top Domains in Tweet in G2:
[34] twitter.com
[20] arxiv.org
[17] github.io
[14] viscomm.io
[9] ieeevis.org
[8] github.com
[6] osf.io
[6] medium.com
[5] visap.net
[5] umd.edu

Top Domains in Tweet in G3:
[27] github.io
[22] oavis.org
[19] twitter.com
[8] viscomm.io
[7] biovis.net
[6] github.com
[4] nodexlgraphgallery.org
[3] ieeevis.org
[2] steveharoz.com
[2] visualanalyticshealthcare.org

Top Domains in Tweet in G4:
[9] arxiv.org
[6] github.io
[5] mit.edu
[4] github.com
[2] twitter.com
[2] uoit.ca
[2] wonyoung.so
[2] visxai.io
[1] medium.com
[1] ieeevis.org

Top Domains in Tweet in G5:
[10] littlemissdata.com
[7] twitter.com
[4] instagram.com
[1] mybinder.org
[1] vissv.org
[1] viscomm.io
[1] indiegogo.com

Top Domains in Tweet in G6:
[2] microsoft.com
[1] umd.edu

Top Domains in Tweet in G7:
[13] pnas.org
[8] visap.net
[4] twitter.com
[2] indiana.edu
[1] ieeevis.org
[1] github.io
[1] hubmapconsortium.org

Top Domains in Tweet in G8:
[5] github.io
[5] easypz.io
[1] dbvis.de
[1] washington.edu

Top Domains in Tweet in G9:
[3] arxiv.org
[3] colorado.edu
[3] twitter.com
[2] zjuvag.org
[2] myaooo.com
[2] g.page
[1] malkamdior.com
[1] avs.auto
[1] github.com
[1] archives-ouvertes.fr

Top Domains in Tweet in G10:
[3] twitter.com
[2] viscomm.io
[2] osf.io
[1] semanticscholar.org
[1] parametric.press
[1] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1725] ieeevis
[197] vis4dh
[59] visinpractice
[56] digitalhumanities
[42] visualization
[41] visxai
[40] dataviz
[38] vahc
[38] viscomm
[28] infovis



Top Hashtags in Tweet in G1:
[364] ieeevis
[155] vis4dh
[46] digitalhumanities
[17] visxvision
[11] visxai
[10] visualmusicology
[9] disabled
[7] genome
[7] ar
[6] visualanalytics

Top Hashtags in Tweet in G2:
[695] ieeevis
[19] visualization
[18] viscomm
[18] vis4dh
[17] visinpractice
[16] vds
[14] infovis
[13] cityvis
[10] datavis
[9] dataviz

Top Hashtags in Tweet in G3:
[251] ieeevis
[39] visinpractice
[35] vahc
[15] biovis
[11] reppanel
[10] visualization
[9] viscomm
[8] openaccess
[7] dataviz
[7] vastchallenge

Top Hashtags in Tweet in G4:
[144] ieeevis
[18] vis4dh
[7] visxai
[5] vds
[5] pair
[3] deeplearning
[3] viscomm
[1] vis
[1] visbuddies
[1] vastchallenge

Top Hashtags in Tweet in G5:
[56] ieeevis
[19] visxai
[10] upsetplot
[5] dataviz
[2] vastchallenge
[2] vds2019
[2] datavis
[1] tsne
[1] umap
[1] phate

Top Hashtags in Tweet in G6:
[11] ieeevis
[2] network
[2] visualization
[2] vr
[2] complexityscience
[1] phd
[1] infovis

Top Hashtags in Tweet in G7:
[60] ieeevis
[13] ieeecga
[12] siggraph
[10] dataviz
[10] infovis
[10] visualanalytics
[8] virtualreality
[8] colourlovers
[8] durhamcountylib
[8] color

Top Hashtags in Tweet in G8:
[24] ieeevis
[4] vis4good
[4] vis4dh
[1] ethicalcs
[1] viscomm

Top Hashtags in Tweet in G9:
[42] ieeevis
[3] 49ers
[2] ar
[2] لبنان_يثور
[2] nflsunday
[2] bigil
[2] hardrockhotelcollapse
[2] visualization
[1] newtime
[1] notlunchtime

Top Hashtags in Tweet in G10:
[26] ieeevis
[5] dataviz
[1] respect
[1] viscomm
[1] data
[1] dataart
[1] exhibition

Top Words
Top Words in Tweet in Entire Graph:
[2713] Words in Sentiment List#1: Positive
[628] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[58500] Non-categorized Words
[61846] Total Words
[2477] #ieeevis
[596] data
[447] visualization
[439] paper
[298] vis

Top Words in Tweet in G1:
[644] #ieeevis
[239] #vis4dh
[158] data
[134] #digitalhumanities
[133] visualization
[89] paper
[75] see
[63] work
[57] up
[56] birdbassador

Top Words in Tweet in G2:
[886] #ieeevis
[169] data
[161] paper
[139] visualization
[118] design
[101] vis
[84] 2019
[73] more
[71] best
[71] great

Top Words in Tweet in G3:
[330] #ieeevis
[116] paper
[81] data
[76] 2019
[73] time
[69] vis
[65] best
[58] great
[57] periphery
[57] plots

Top Words in Tweet in G4:
[195] #ieeevis
[42] visualization
[32] work
[29] design
[28] today
[28] s
[27] alanlundgard
[26] talk
[24] birdbassador
[24] #vis4dh

Top Words in Tweet in G5:
[85] #ieeevis
[22] #visxai
[21] out
[14] t
[13] 2019
[13] great
[13] find
[12] hen_str
[12] learned
[11] visxai

Top Words in Tweet in G6:
[105] data
[79] research
[47] #ieeevis
[35] interested
[35] conducting
[35] human
[35] centric
[35] interaction
[35] join
[35] visualization

Top Words in Tweet in G7:
[81] #ieeevis
[22] data
[21] ieeevis
[18] visualization
[18] challenge
[17] work
[17] vast
[16] paper
[16] #ivmooc
[16] iuluddy

Top Words in Tweet in G8:
[41] #ieeevis
[14] visualizations
[10] talk
[10] research
[10] civic
[10] tech
[9] time
[9] improve
[8] 2
[8] vancouver

Top Words in Tweet in G9:
[42] #ieeevis
[18] computersociety
[18] ieeevis
[8] data
[7] see
[7] out
[7] paper
[6] talking
[5] visualization
[4] production

Top Words in Tweet in G10:
[39] #ieeevis
[32] vis
[28] design
[11] jawalnut
[11] doris_rj
[10] interaction
[10] challenges
[10] opportunities
[10] large
[10] scale

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[125] best,paper
[122] #vis4dh,#ieeevis
[92] #ieeevis,2019
[91] #ieeevis,#digitalhumanities
[82] check,out
[75] paper,#ieeevis
[73] data,visualization
[70] visualization,design
[68] looking,forward
[64] vis,2019

Top Word Pairs in Tweet in G1:
[108] #vis4dh,#ieeevis
[81] #ieeevis,#digitalhumanities
[42] #vis4dh,#digitalhumanities
[41] #ieeevis,#vis4dh
[34] looking,forward
[30] digital,humanities
[27] more,information
[26] eleanor,selfridge
[26] selfridge,field
[20] #visxai,#ieeevis

Top Word Pairs in Tweet in G2:
[54] best,paper
[46] visualization,design
[45] paper,#ieeevis
[43] #ieeevis,2019
[33] data,visualization
[29] design,study
[23] challenges,opportunities
[22] natural,language
[22] test,time
[21] miriah_meyer,jsndyks

Top Word Pairs in Tweet in G3:
[57] periphery,plots
[51] best,paper
[44] vis,2019
[41] bryce,morrow
[32] time,series
[31] open,access
[29] time,scales
[25] check,out
[25] ngehlenborg,davidgotz
[24] access,vis

Top Word Pairs in Tweet in G4:
[17] accessible,visualization
[16] room,1
[16] alanlundgard,crystaljjlee
[14] #vis4dh,keynote
[14] visualization,design
[13] birdbassador,s
[13] sociotechnical,considerations
[13] considerations,accessible
[11] s,fantastic
[11] fantastic,provocative

Top Word Pairs in Tweet in G5:
[10] #ieeevis,2019
[10] learned,littlemissdata
[10] littlemissdata,ran
[10] ran,blog
[10] blog,post
[10] post,venn
[10] venn,diagrams
[10] diagrams,vs
[10] vs,#upsetplot
[10] #upsetplot,face

Top Word Pairs in Tweet in G6:
[35] interested,conducting
[35] conducting,research
[35] research,human
[35] human,centric
[35] centric,data
[35] data,interaction
[35] interaction,join
[35] join,visualization
[35] visualization,interactive
[35] interactive,data

Top Word Pairs in Tweet in G7:
[17] #ieeevis,vast
[13] let's,work
[13] work,together
[13] together,increase
[13] increase,data
[13] data,visualization
[13] visualization,literacy
[13] literacy,paper
[13] paper,talk
[13] talk,#ieeevis

Top Word Pairs in Tweet in G8:
[10] civic,tech
[6] many,civic
[6] tech,visualizations
[6] visualizations,focus
[6] focus,helping
[6] helping,law
[6] law,enforcement
[6] enforcement,track
[6] track,harass
[6] harass,families

Top Word Pairs in Tweet in G9:
[18] computersociety,ieeevis
[4] data,analysis
[3] find,out
[3] kekewu728,dalbersszafir
[3] dalbersszafir,#ieeevis
[3] check,out
[3] talking,vis
[3] talking,talking
[2] ieeevis,planningvis
[2] planningvis,visualization

Top Word Pairs in Tweet in G10:
[18] vis,design
[10] challenges,opportunities
[10] large,scale
[9] design,interaction
[9] interaction,design
[9] design,challenges
[9] opportunities,vis
[9] design,tools
[9] tools,reflections
[9] reflections,5

Top Replied-To
Top Replied-To in Entire Graph:
@ieeevis
@jsndyks
@monashimmersive
@vis4dh
@birdbassador
@crystaljjlee
@evanmpeck
@nelmqvist
@dr_tj
@amcrisan

Top Replied-To in G1:
@ieeevis
@vis4dh
@stevefranconeri
@jsndyks
@birdbassador
@sharoz
@jesse_vig
@ch402
@crystaljjlee
@evanmpeck

Top Replied-To in G2:
@monashimmersive
@jsndyks
@dr_tj
@ieeevis
@jwolondon
@alicia_arza
@birdbassador
@nelmqvist
@steveg_cs
@arvindsatya1

Top Replied-To in G3:
@sharoz
@amiainformatics
@amcrisan
@ieeevis

Top Replied-To in G4:
@crystaljjlee
@maartenzam
@jschwabish
@jsndyks

Top Replied-To in G5:
@ch402
@rawgraphs
@crystaljjlee
@birdbassador
@ieeevis

Top Replied-To in G6:
@nelmqvist

Top Replied-To in G7:
@jschwabish

Top Replied-To in G8:
@evanmpeck
@scheidegger

Top Replied-To in G10:
@doris_rj

Top Mentioned
Top Mentioned in Entire Graph:
@ieeevis
@birdbassador
@jawalnut
@miriah_meyer
@arlenechung
@davidgotz
@jsndyks
@ngehlenborg
@chrisnf
@stevefranconeri

Top Mentioned in G1:
@birdbassador
@ieeevis
@chrisnf
@manunna_91
@stevefranconeri
@lingvisio
@kekewu728
@thecindyxiong
@dalbersszafir
@uta_ente

Top Mentioned in G2:
@miriah_meyer
@ieeevis
@jsndyks
@jawalnut
@tamaramunzner
@gicentre
@visdesignlab
@carolinanobre84
@alexander_lex
@jwolondon

Top Mentioned in G3:
@arlenechung
@davidgotz
@ngehlenborg
@ieeevis
@trevmanz
@jamesscottbrown
@_mcnutt_
@harvarddbmi
@unc_som
@uncsils

Top Mentioned in G4:
@alanlundgard
@birdbassador
@crystaljjlee
@_beenkim
@mathisonian
@mitvis
@fredhohman
@wonyoungso
@viegasf
@wattenberg

Top Mentioned in G5:
@hen_str
@visxai
@littlemissdata
@vega_vis
@scottgigante
@ch402
@domoritz
@ieeevis
@donghaoren
@halden_lin

Top Mentioned in G6:
@cshvienna
@msftresearch

Top Mentioned in G7:
@ieeevis
@iuluddy
@iunetsci
@ieeeorg
@katycns
@niltuzcu_
@mappingscience
@cnscenter
@jdemberson
@alicia_arza

Top Mentioned in G8:
@manaswisaha
@mspowerbi
@ieeevis
@michaschwab
@jtompkin
@lilisavage
@birdbassador
@michelle_borkin
@laneharrison
@edchi

Top Mentioned in G9:
@veloclubdevis

Top Mentioned in G10:
@jawalnut
@doris_rj
@miekamonster
@sknudsendk
@chadskelton
@datawrapper
@tableau
@kbschloss
@jschwabish
@charles_perin

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@andysugs
@santchiweb
@translink
@dmanujarch
@ayirpelle
@jkohlmann
@cristobalvega
@markmichdomnic
@fmfrancoise

Top Tweeters in G1:
@santchiweb
@translink
@cristobalvega
@donnalanclos
@ernestopriego
@mtanichthys
@margymaclibrary
@franksowa1
@aquigley
@ellyweaver2

Top Tweeters in G2:
@fmfrancoise
@macleans
@steltenpower
@nholzschuch
@neuromusic
@albertocairo
@hadleywickham
@rfrsarmiento
@future_of_ai
@i_mash

Top Tweeters in G3:
@gamergeeknews
@jkohlmann
@justbementalist
@dccc_phd
@msexcel
@arnicas
@kirstie_j
@yokofakun
@dataandme
@thomasg77

Top Tweeters in G4:
@nuance_bot
@pinboard
@hermansaksono
@kristinhenry
@natematias
@ricardov_cl
@schanzpark
@ttso
@shunk031
@grigomcmahon

Top Tweeters in G5:
@ayirpelle
@rstatstweet
@datafloq
@tangming2005
@aneesha
@miskaknapek
@jackclarksf
@rmflight
@edhenry_
@anshulkundaje

Top Tweeters in G6:
@dmanujarch
@markmichdomnic
@82jjc
@qualityisarul3
@gannotti
@pacoperezbes
@scieducation1
@jr_roy
@mrhernan
@thegameveda

Top Tweeters in G7:
@napo
@mrgunn
@ieeeorg
@kmh_nowinva
@mathcancer
@cemccarthy02
@ara_anderson
@paulagoodale
@astavrakoudis
@iuluddy

Top Tweeters in G8:
@caboludwig
@heatherfro
@yanipaper
@moaimx
@mspowerbi
@edchi
@saiphcita
@evanmpeck
@eredmil1
@kimmanis

Top Tweeters in G9:
@andysugs
@wenskovitch
@ieeeypctx
@fabiogomezdiaz
@ayan604
@clarita_wba
@pciuccarelli
@dertimgerrits
@bohyemiansong
@casinagroup

Top Tweeters in G10:
@cjmoorehead
@tableau
@chadskelton
@oi_futuro
@medeiros_rod
@miekamonster
@jaumetet
@datawrapper
@zara_k01
@ror6ax1


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