infoviz OR infovis, Twitter, 12/21/2019 1:31:24 AM, 219320


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infoviz OR infovis_2019-12-20_17-28-14.xlsx
infoviz OR infovis_2019-12-20_17-28-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/34Kk1jB
@nelmqvist
@iamscicomm
@cybunk
@jschwabish
@urbane_zukunft
@fbalbach
@linkedscience
@filwd
@imruljubair
@tamaramunzner

Top hashtags:
#dataviz
#ieeevis
#infoviz
#infovis
#siggraph
#ieeecga
#visualanalytics

Description:
Description
The graph represents a network of 149 Twitter users whose tweets in the requested range contained "infoviz OR infovis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 December 2019 at 01:28 UTC.

The requested start date was Saturday, 21 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 5-hour, 57-minute period from Saturday, 07 December 2019 at 13:30 UTC to Thursday, 19 December 2019 at 19:27 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 : 149
Unique Edges : 150
Edges With Duplicates : 93
Total Edges : 243
Number of Edge Types : 4
MentionsInRetweet : 81
Tweet : 28
Replies to : 10
Mentions : 124
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0426829268292683
Reciprocated Edge Ratio : 0.0818713450292398
Connected Components : 22
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 103
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.031653
Graph Density : 0.00775439869399601
Modularity : 0.611039
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 149 Twitter users whose tweets in the requested range contained "infoviz OR infovis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 December 2019 at 01:28 UTC.

The requested start date was Saturday, 21 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 5-hour, 57-minute period from Saturday, 07 December 2019 at 13:30 UTC to Thursday, 19 December 2019 at 19:27 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 : infoviz OR infovis
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:
[5] http://www.natural.do/
[3] http://www.prweb.com/releases/healthcare_design_studio_goinvo_releases_open_source_information_visualization_on_e_cigarette_use/prweb16799201.htm?tc=socialpost
[2] https://blog.siggraph.org/2019/12/a-snapshot-view-of-ieee-vis-2019.html/
[2] https://twitter.com/SteveFranconeri/status/1024697653853147137?s=20
[2] https://medium.com/multiple-views-visualization-research-explained/visualization-in-deep-learning-b29f0ec4f136
[1] https://jts3blog.wordpress.com/2019/12/19/a-fall-19-sampler-of-student-infovis-projects/
[1] https://www.amazon.com/Readings-Information-Visualization-Interactive-Technologies/dp/1558605339
[1] http://entretenimientobit.com/infovis/stock-market.html
[1] https://soundcloud.com/user-705936595/sets/tomi-on-information-visualisation-the-roles-of-stories-time-space-and-theme
[1] https://infovis.fh-potsdam.de/femscroll/

Top URLs in Tweet in G1:
[1] https://medium.com/visumd/visualizing-two-way-geographic-flows-3553ff79f1d0
[1] https://medium.com/visumd/attention-or-lack-thereof-to-detail-understanding-limits-of-visual-attention-span-7e54fe0db6b7
[1] https://medium.com/visumd/a-practical-guidance-for-design-studies-a71d36a07b91
[1] https://medium.com/visumd/how-well-do-we-perceive-maps-1a761ed4898c
[1] https://medium.com/visumd/creating-interactive-visualizations-should-be-easier-137212ef1fb1
[1] https://medium.com/visumd/design-natural-and-fluid-interactions-for-visualization-tools-22382fad98a4
[1] https://medium.com/visumd/visualizing-ranges-on-mobile-phones-319a54b807ea

Top URLs in Tweet in G2:
[2] https://medium.com/multiple-views-visualization-research-explained/visualization-in-deep-learning-b29f0ec4f136
[2] https://twitter.com/SteveFranconeri/status/1024697653853147137?s=20
[1] https://twitter.com/MarekSkupinski/status/1201871750608408582?s=20
[1] https://actnext.org/research-and-projects/2019-etcps-research-tech-demos/
[1] https://littlevillagemag.com/old-king-coal-university-of-iowa-making-slow-progress-on-its-renewable-energy-agenda/
[1] https://dataviztoday.com/shownotes/49

Top URLs in Tweet in G3:
[1] https://www.amazon.com/Readings-Information-Visualization-Interactive-Technologies/dp/1558605339

Top URLs in Tweet in G5:
[1] https://infovis.fh-potsdam.de/femscroll/

Top URLs in Tweet in G6:
[5] http://www.natural.do/
[1] http://entretenimientobit.com/infovis/stock-market.html

Top URLs in Tweet in G7:
[1] https://soundcloud.com/user-705936595/sets/tomi-on-information-visualisation-the-roles-of-stories-time-space-and-theme

Top URLs in Tweet in G8:
[2] https://blog.siggraph.org/2019/12/a-snapshot-view-of-ieee-vis-2019.html/
[1] http://sciviscolor.org/home/colormoves/
[1] https://sciviscolor.org/home/colormove
[1] https://visual-musicology.com/paper/visual_musicology.pdf
[1] https://visual-musicology.com/graph/

Top URLs in Tweet in G9:
[1] https://subscribe.ft.com/barrier/logic?location=https%3A%2F%2Fig.ft.com%2Fscience-of-charts%2F&referer=&classification=conditional_standard
[1] https://infovis.fh-potsdam.de/readings/Cairo2015.pdf

Top URLs in Tweet in G10:
[1] https://jts3blog.wordpress.com/2019/12/19/a-fall-19-sampler-of-student-infovis-projects/

Top Domains
Top Domains in Tweet in Entire Graph:
[9] medium.com
[5] natural.do
[4] twitter.com
[3] prweb.com
[2] fh-potsdam.de
[2] sciviscolor.org
[2] siggraph.org
[2] visual-musicology.com
[2] org.ua
[1] wordpress.com

Top Domains in Tweet in G1:
[7] medium.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] medium.com
[1] actnext.org
[1] littlevillagemag.com
[1] dataviztoday.com

Top Domains in Tweet in G3:
[1] amazon.com

Top Domains in Tweet in G5:
[1] fh-potsdam.de

Top Domains in Tweet in G6:
[5] natural.do
[1] entretenimientobit.com

Top Domains in Tweet in G7:
[1] soundcloud.com

Top Domains in Tweet in G8:
[2] siggraph.org
[2] sciviscolor.org
[2] visual-musicology.com

Top Domains in Tweet in G9:
[1] ft.com
[1] fh-potsdam.de

Top Domains in Tweet in G10:
[1] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] dataviz
[29] ieeevis
[23] infoviz
[20] infovis
[16] siggraph
[15] ieeecga
[14] visualanalytics
[12] colourlovers
[11] durhamcountylib
[10] color



Top Hashtags in Tweet in G1:
[11] ieeevis

Top Hashtags in Tweet in G2:
[17] infoviz
[11] dataviz
[4] colorblindness
[3] betterposters
[2] etcps19
[2] ai
[2] ml
[1] iowahawkeyes
[1] hawkeyefever

Top Hashtags in Tweet in G4:
[1] news
[1] indiaviz
[1] indian
[1] arts
[1] dataviz
[1] infoviz
[1] feature

Top Hashtags in Tweet in G5:
[6] 4genderstudies

Top Hashtags in Tweet in G6:
[5] sentilecto

Top Hashtags in Tweet in G8:
[18] ieeevis
[16] infovis
[16] siggraph
[15] dataviz
[15] ieeecga
[14] visualanalytics
[12] colourlovers
[11] durhamcountylib
[10] color
[7] albers_lucy

Top Hashtags in Tweet in G9:
[1] infovis

Top Words
Top Words in Tweet in Entire Graph:
[74] Words in Sentiment List#1: Positive
[17] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2195] Non-categorized Words
[2286] Total Words
[29] #dataviz
[29] #ieeevis
[25] infovis
[23] #infoviz
[20] #infovis

Top Words in Tweet in G1:
[14] infovis
[11] #ieeevis
[10] paper
[6] nelmqvist
[5] first
[5] summary
[5] 2012
[5] best
[4] jeffrey_heer
[4] classic

Top Words in Tweet in G2:
[17] #infoviz
[12] iamscicomm
[11] #dataviz
[8] coal
[4] love
[4] science
[4] illustration
[4] guidelines
[4] #colorblindness
[4] hyperfinestudi1

Top Words in Tweet in G3:
[2] dietoff
[2] albertocairo
[2] srendgen
[2] moritz_stefaner
[2] seameetsskye
[2] first
[2] chapter
[2] infovis

Top Words in Tweet in G4:
[5] thank
[5] divyakbhavani
[5] doing
[5] story
[5] loved
[5] whole
[5] experience
[5] read
[5] the_hindu
[5] thmetroplus

Top Words in Tweet in G5:
[6] heute
[6] #4genderstudies
[6] aktionstag
[6] guter
[6] zeitpunkt
[6] die
[6] vielfältigen
[6] ergebnisse
[6] feminist
[6] scrollytelling

Top Words in Tweet in G6:
[5] feature
[5] #sentilecto
[5] instant
[5] insights
[5] financial
[5] news
[5] spanish
[5] portuguese
[5] press
[4] fbalbach

Top Words in Tweet in G8:
[18] #ieeevis
[16] #infovis
[16] #siggraph
[15] #dataviz
[15] #ieeecga
[14] #visualanalytics
[12] #colourlovers
[11] #durhamcountylib
[10] blue
[10] #color

Top Words in Tweet in G9:
[3] data
[3] infovis
[2] article

Top Words in Tweet in G10:
[4] wrote
[4] short
[4] blog
[4] visualization
[4] projects
[4] class
[4] well
[4] students
[4] amazing
[4] work

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] #dataviz,#infovis
[10] #infovis,#visualanalytics
[10] #siggraph,#ieeecga
[10] #infoviz,#dataviz
[7] classic,blue
[7] #ieeevis,infovis
[6] 2020,pantone
[6] pantone,color
[6] color,year
[6] year,classic

Top Word Pairs in Tweet in G1:
[7] #ieeevis,infovis
[5] infovis,2012
[5] best,paper
[4] infovis,2016
[3] seankandel,apaepcke
[3] apaepcke,joe_hellerstein
[3] joe_hellerstein,jeffrey_heer
[3] bahador10,cybunk
[3] cybunk,charles_perin
[3] charles_perin,alexalexatl

Top Word Pairs in Tweet in G2:
[9] #infoviz,#dataviz
[4] love,science
[4] science,illustration
[4] illustration,guidelines
[4] guidelines,#colorblindness
[4] #colorblindness,hyperfinestudi1
[4] hyperfinestudi1,#infoviz
[3] iamscicomm,love
[3] working,littlevillage
[3] littlevillage,magazine

Top Word Pairs in Tweet in G3:
[2] dietoff,albertocairo
[2] albertocairo,srendgen
[2] moritz_stefaner,seameetsskye
[2] first,chapter

Top Word Pairs in Tweet in G4:
[5] thank,divyakbhavani
[5] divyakbhavani,doing
[5] doing,story
[5] story,loved
[5] loved,whole
[5] whole,experience
[5] experience,read
[5] read,the_hindu
[5] the_hindu,thmetroplus
[4] indiaviz,thank

Top Word Pairs in Tweet in G5:
[6] heute,#4genderstudies
[6] #4genderstudies,aktionstag
[6] aktionstag,guter
[6] guter,zeitpunkt
[6] zeitpunkt,die
[6] die,vielfältigen
[6] vielfältigen,ergebnisse
[6] ergebnisse,feminist
[6] feminist,scrollytelling
[5] urbane_zukunft,heute

Top Word Pairs in Tweet in G6:
[5] feature,#sentilecto
[5] #sentilecto,instant
[5] instant,insights
[5] insights,financial
[5] financial,news
[5] news,spanish
[5] spanish,portuguese
[5] portuguese,press
[4] fbalbach,feature

Top Word Pairs in Tweet in G8:
[15] #dataviz,#infovis
[10] #infovis,#visualanalytics
[10] #siggraph,#ieeecga
[7] classic,blue
[6] 2020,pantone
[6] pantone,color
[6] color,year
[6] year,classic
[5] #visualanalytics,#xritecolor
[5] #xritecolor,#ieeevis

Top Word Pairs in Tweet in G10:
[4] wrote,short
[4] short,blog
[4] blog,visualization
[4] visualization,projects
[4] projects,class
[4] class,well
[4] well,students
[4] students,amazing
[4] amazing,work
[3] johntstasko,wrote

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@iamscicomm
@nelmqvist
@divyakbhavani
@the_hindu
@thmetroplus
@urbane_zukunft
@fbalbach
@indiaviz
@jeffrey_heer
@sharoz

Top Mentioned in G1:
@nelmqvist
@jeffrey_heer
@sharoz
@apaepcke
@joe_hellerstein
@bahador10
@cybunk
@charles_perin
@alexalexatl
@kanitw

Top Mentioned in G2:
@iamscicomm
@hyperfinestudi1
@littlevillage
@uiowa
@allitorban
@dataviztoday
@nprviz
@postgraphics
@nytgraphics
@graphicacy_info

Top Mentioned in G3:
@albertocairo
@srendgen
@moritz_stefaner
@seameetsskye
@filwd
@tamaramunzner

Top Mentioned in G4:
@divyakbhavani
@the_hindu
@thmetroplus
@indiaviz

Top Mentioned in G5:
@urbane_zukunft
@fhpotsdam
@cijberlin

Top Mentioned in G6:
@fbalbach
@coinfabrik
@aarrieta

Top Mentioned in G7:
@learningataalto
@fitech_
@aaltoole
@cloudreachers

Top Mentioned in G8:
@tmrhyne
@sherwinwilliams
@alexrindvis
@vis_musicology

Top Mentioned in G10:
@johntstasko

Top Tweeters
Top Tweeters in Entire Graph:
@the_hindu
@cansomeonehelp
@albertocairo
@nvsdata
@uavoloshka
@prnhealth
@piril_piril
@iamscicomm
@prnalert
@chabis_ch

Top Tweeters in G1:
@cansomeonehelp
@eagereyes
@jschwabish
@sharoz
@mbostock
@ischoolumd
@arvindsatya1
@joe_hellerstein
@domoritz
@jsndyks

Top Tweeters in G2:
@iamscicomm
@chabis_ch
@maartenzam
@mwenergynews
@uiowa
@wsjgraphics
@anthonyguihur
@littlevillage
@postgraphics
@nytgraphics

Top Tweeters in G3:
@albertocairo
@moritz_stefaner
@cybunk
@filwd
@dietoff
@srendgen
@seameetsskye

Top Tweeters in G4:
@the_hindu
@datarade
@divyakbhavani
@thmetroplus
@test3zyc
@shriphani
@indiaviz

Top Tweeters in G5:
@nrchtct
@ejtnamic
@cijberlin
@fhpotsdam
@urbane_zukunft
@htmiberlin
@uclab_potsdam

Top Tweeters in G6:
@aarrieta
@tenukiz
@fbalbach
@marianasoffer
@coinfabrik
@databigbang

Top Tweeters in G7:
@akseli_huhtanen
@linkedscience
@aaltoole
@fitech_
@cloudreachers
@learningataalto

Top Tweeters in G8:
@sherwinwilliams
@tmrhyne
@alexrindvis
@imruljubair
@vis_musicology

Top Tweeters in G9:
@_awatifazmi
@naughtysalem
@hernanemartinez
@tatianaradchent
@oucarpo

Top Tweeters in G10:
@piril_piril
@taepras
@johntstasko
@gt_vis


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