infoviz OR infovis, Twitter, 1/11/2019 1:10:16 PM, 181545


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infoviz OR infovis_2019-01-11_03-52-11.xlsx
infoviz OR infovis_2019-01-11_03-52-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 11, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2D3XHXG
@dataandme
@kirkdborne
@fmfrancoise
@infovis_
@_artemisa_v
@wolfgangaigner
@alex_j_bowers
@chidambara09
@junsongw
@tierneyl

Top hashtags:
#infovis
#dataviz
#rstats
#datastorytelling
#visualanalytics
#ieeevis

Description:
Description
The graph represents a network of 218 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 Friday, 11 January 2019 at 11:52 UTC.

The requested start date was Friday, 11 January 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 13-day, 12-hour, 52-minute period from Friday, 28 December 2018 at 11:48 UTC to Friday, 11 January 2019 at 00:41 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 : 218
Unique Edges : 279
Edges With Duplicates : 71
Total Edges : 350
Number of Edge Types : 3
Mentions : 316
Tweet : 31
Replies to : 3
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0106761565836299
Reciprocated Edge Ratio : 0.0211267605633803
Connected Components : 25
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 169
Maximum Edges in a Connected Component : 288
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.044321
Graph Density : 0.00600346679068194
Modularity : 0.569145
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/PDF-Files/02_perception-visualization_1up.pdf
[39] https://roh.engineering/post/animating-a-monte-carlo-simulation/
[3] https://pudding.cool/2018/10/city_3d/?fbclid=IwAR1CghYD2MmgB39Yjq4RTrh1cbtJPARz1_7TS3Ga80gPn3n5u46g_8Q1hpk
[2] https://www.linkedin.com/pulse/radial-bump-charts-tableau-alexander-varlamov/?published=t
[2] http://www.questionflow.org/2018/06/14/animating-mode-variability-with-tidyverse-and-tweenr/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180596
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179313
[2] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r
[1] https://eagereyes.org/link/maarten-lambrechts-list-of-2018-visualization-lists
[1] https://twitter.com/WSJGraphics/status/1079764451627356163

Top URLs in Tweet in G1:
[51] http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/PDF-Files/02_perception-visualization_1up.pdf
[38] https://roh.engineering/post/animating-a-monte-carlo-simulation/
[2] http://www.questionflow.org/2018/06/14/animating-mode-variability-with-tidyverse-and-tweenr/
[1] https://cran.r-project.org/web/packages/RIdeogram/vignettes/RIdeogram.html
[1] https://speakerdeck.com/cherdarchuk/data-looks-better-naked-pie-chart-edition

Top URLs in Tweet in G2:
[2] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r

Top URLs in Tweet in G3:
[2] https://www.linkedin.com/pulse/radial-bump-charts-tableau-alexander-varlamov/?published=t
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180596
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179313
[1] https://wapo.st/border-arrests
[1] https://wapo.st/shutdown-history
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179933
[1] https://roh.engineering/post/animating-a-monte-carlo-simulation/

Top URLs in Tweet in G4:
[1] http://lorisahip.blogspot.com/?gz=gxvydn5k
[1] http://www.cs.ubc.ca/group/infovis/software/TimeLineCurator/
[1] https://twitter.com/sara__weber/status/1081950904671240192
[1] http://rs.resalliance.org/2010/02/24/a-history-of-stommel-diagrams/
[1] https://www.coursera.org/specializations/information-visualization
[1] http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/PDF-Files/02_perception-visualization_1up.pdf
[1] https://twitter.com/cnn/status/1082542626161729536

Top URLs in Tweet in G5:
[1] https://www.kdnuggets.com/2018/08/data-visualization-cheatsheet.html

Top URLs in Tweet in G6:
[1] http://had.co.nz/stat645/graphical-inference.pdf

Top URLs in Tweet in G7:
[1] https://eagereyes.org/link/maarten-lambrechts-list-of-2018-visualization-lists
[1] http://www.geotests.net/couleurs/frequences_en.html#ce
[1] https://twitter.com/WSJGraphics/status/1079764451627356163

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=um5vdYcMmCE


Top URLs in Tweet in G10:
[3] https://pudding.cool/2018/10/city_3d/?fbclid=IwAR1CghYD2MmgB39Yjq4RTrh1cbtJPARz1_7TS3Ga80gPn3n5u46g_8Q1hpk

Top Domains
Top Domains in Tweet in Entire Graph:
[52] ac.at
[39] roh.engineering
[5] nodexlgraphgallery.org
[3] twitter.com
[3] pudding.cool
[2] linkedin.com
[2] wapo.st
[2] questionflow.org
[2] datasciencecentral.com
[1] eagereyes.org

Top Domains in Tweet in G1:
[51] ac.at
[38] roh.engineering
[2] questionflow.org
[1] r-project.org
[1] speakerdeck.com

Top Domains in Tweet in G2:
[2] datasciencecentral.com

Top Domains in Tweet in G3:
[5] nodexlgraphgallery.org
[2] linkedin.com
[2] wapo.st
[1] roh.engineering

Top Domains in Tweet in G4:
[2] twitter.com
[1] blogspot.com
[1] ubc.ca
[1] resalliance.org
[1] coursera.org
[1] ac.at

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

Top Domains in Tweet in G6:
[1] co.nz

Top Domains in Tweet in G7:
[1] eagereyes.org
[1] geotests.net
[1] twitter.com

Top Domains in Tweet in G9:
[1] youtube.com

Top Domains in Tweet in G10:
[3] pudding.cool

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] infovis
[84] dataviz
[46] rstats
[38] datastorytelling
[21] visualanalytics
[19] ieeevis
[18] siggraph
[18] ieeecga
[14] albers_lucy
[13] albersloc



Top Hashtags in Tweet in G1:
[55] infovis
[55] dataviz
[40] rstats
[2] repeattweet
[1] visualization

Top Hashtags in Tweet in G2:
[34] datastorytelling
[2] abdsc
[2] rstats
[2] bigdata
[2] visualanalytics
[2] bi
[2] datascience
[2] dataviz
[2] infovis
[2] dataliteracy

Top Hashtags in Tweet in G3:
[4] dataviz
[3] infovis
[3] visualanalytics
[3] siggraph
[3] ieeevis
[2] malofiej
[2] infographics
[2] rstats
[2] ieeecga
[2] datastorytelling

Top Hashtags in Tweet in G4:
[3] infovis
[1] recollection
[1] powerladies
[1] bops
[1] trl
[1] reeltips
[1] 4u2
[1] skinonline
[1] diagrams
[1] dataviz

Top Hashtags in Tweet in G5:
[5] datavisualization
[5] bigdata
[5] datascience
[5] dataviz
[5] infovis
[2] datastorytelling
[1] dataliteracy
[1] datascientists

Top Hashtags in Tweet in G6:
[2] rstats

Top Hashtags in Tweet in G7:
[16] infovis
[16] ieeevis
[16] ieeecga
[15] dataviz
[15] visualanalytics
[15] siggraph
[14] albers_lucy
[13] albersloc
[12] durhamcountylib
[11] color

Top Hashtags in Tweet in G8:
[1] infovis
[1] datavis
[1] holocaust
[1] digitalhumanities

Top Hashtags in Tweet in G9:
[3] rosling
[1] avoindata
[1] infoviz
[1] datavisualization
[1] opendata

Top Hashtags in Tweet in G10:
[3] infoviz

Top Words
Top Words in Tweet in Entire Graph:
[99] Words in Sentiment List#1: Positive
[9] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4303] Non-categorized Words
[4411] Total Words
[116] dataandme
[97] infovis
[84] dataviz
[82] step
[78] monte

Top Words in Tweet in G1:
[109] dataandme
[80] step
[76] monte
[76] carlo
[55] infovis
[55] dataviz
[52] visualization
[51] excellent
[51] slide
[51] deck

Top Words in Tweet in G2:
[34] chart
[34] suggestions
[34] thought
[34] starter
[34] datastorytelling
[34] link
[34] r
[34] code
[34] different
[32] kirkdborne

Top Words in Tweet in G3:
[8] infovis
[7] fmfrancoise
[6] ðÿ
[6] malofiej
[6] dataandme
[5] back
[5] graphic
[5] infoviz
[5] nodexl
[5] kirkdborne

Top Words in Tweet in G4:
[6] infoviz
[5] و
[4] infovis
[3] gt
[2] به
[2] وقایع
[2] می
[2] science
[2] ðÿ
[2] diagrams

Top Words in Tweet in G5:
[5] â
[5] here's
[5] helpful
[5] datavisualization
[5] cheatsheet
[5] core
[5] principles
[5] kdnuggets
[5] bigdata
[5] datascience

Top Words in Tweet in G6:
[2] trevorabranch
[2] stephanie_pau
[2] nice
[2] paper
[2] rstats
[2] pkg
[2] visnut
[2] hadleywickham
[2] et
[2] cook

Top Words in Tweet in G7:
[16] infovis
[16] ieeevis
[16] ieeecga
[15] dataviz
[15] visualanalytics
[15] siggraph
[14] albers_lucy
[14] color
[13] albersloc
[12] durhamcountylib

Top Words in Tweet in G8:
[4] holocaust
[3] visualization
[3] symposium
[3] analyzing
[3] space
[3] place
[3] digital
[3] methods
[3] geographical
[3] textual

Top Words in Tweet in G9:
[3] hans
[3] rosling'a
[3] ja
[3] factfulness
[3] faktojen
[3] maailma
[3] kirjaa
[3] taas
[3] nähty
[3] kehuttavan

Top Words in Tweet in G10:
[3] visualizing
[3] world
[3] s
[3] population
[3] 3d
[3] infoviz
[3] margaretstorey
[2] gouldolf

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] dataviz,infovis
[78] monte,carlo
[52] perception,visualization
[51] excellent,slide
[51] slide,deck
[51] deck,wolfgangaigner
[51] visualization,dataviz
[48] wolfgangaigner,perception
[47] dataandme,excellent
[47] infovis,vis

Top Word Pairs in Tweet in G1:
[76] monte,carlo
[54] dataviz,infovis
[51] excellent,slide
[51] slide,deck
[51] deck,wolfgangaigner
[51] perception,visualization
[51] visualization,dataviz
[48] wolfgangaigner,perception
[47] dataandme,excellent
[47] infovis,vis

Top Word Pairs in Tweet in G2:
[34] chart,suggestions
[34] thought,starter
[34] starter,datastorytelling
[34] datastorytelling,link
[34] link,r
[34] r,code
[34] code,different
[32] kirkdborne,chart
[19] suggestions,thought
[18] different,visualization

Top Word Pairs in Tweet in G3:
[5] infoviz,infovis
[5] infovis,nodexl
[4] nodexl,dataandme
[3] ðÿ,ðÿ
[3] dataandme,fmfrancoise
[3] fmfrancoise,wolfgangaigner
[3] top,hashtags
[3] visualanalytics,siggraph
[2] radial,bump
[2] bump,charts

Top Word Pairs in Tweet in G4:
[2] gt,gt
[2] grand,canyon

Top Word Pairs in Tweet in G5:
[5] here's,helpful
[5] helpful,datavisualization
[5] datavisualization,cheatsheet
[5] core,principles
[5] principles,kdnuggets
[5] kdnuggets,bigdata
[5] bigdata,datascience
[5] datascience,dataviz
[5] dataviz,infovis
[4] ascentt,here's

Top Word Pairs in Tweet in G6:
[2] trevorabranch,stephanie_pau
[2] stephanie_pau,nice
[2] nice,paper
[2] paper,rstats
[2] rstats,pkg
[2] pkg,visnut
[2] visnut,hadleywickham
[2] hadleywickham,et
[2] et,cook
[2] cook,d

Top Word Pairs in Tweet in G7:
[15] dataviz,infovis
[10] infovis,visualanalytics
[10] ieeecga,durhamcountylib
[8] orange,contrasts
[8] siggraph,ieeevis
[7] ieeevis,ieeecga
[7] albersloc,orange
[6] siggraph,ieeecga
[5] durhamcountylib,albers_lucy
[5] colortheory,visualanalytics

Top Word Pairs in Tweet in G8:
[3] visualization,holocaust
[3] holocaust,symposium
[3] symposium,analyzing
[3] analyzing,space
[3] space,place
[3] place,digital
[3] digital,methods
[3] methods,geographical
[3] geographical,textual
[2] joanebeaudoin,visualization

Top Word Pairs in Tweet in G9:
[3] hans,rosling'a
[3] rosling'a,ja
[3] ja,factfulness
[3] factfulness,faktojen
[3] faktojen,maailma
[3] maailma,kirjaa
[3] kirjaa,taas
[3] taas,nähty
[3] nähty,kehuttavan
[3] kehuttavan,viime

Top Word Pairs in Tweet in G10:
[3] visualizing,world
[3] world,s
[3] s,population
[3] population,3d
[3] 3d,infoviz
[3] infoviz,margaretstorey
[2] gouldolf,visualizing

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dataandme
@wolfgangaigner
@kirkdborne
@kdnuggets
@fmfrancoise
@infovis_
@ncartmuseum
@snd

Top Mentioned in G1:
@dataandme
@wolfgangaigner
@echasnovski
@dhanalytics
@tickingclock92
@cherdarchuk

Top Mentioned in G2:
@kirkdborne
@dataandme

Top Mentioned in G3:
@dataandme
@fmfrancoise
@kirkdborne
@infovis_
@malofiej
@snd
@wolfgangaigner
@tierneyl
@luangcandido
@britrenee_

Top Mentioned in G5:
@kdnuggets
@ascentt
@kirkdborne

Top Mentioned in G6:
@stephanie_pau
@visnut
@hadleywickham
@benmarwick
@trevorabranch

Top Mentioned in G7:
@ncartmuseum
@eagereyes
@sherwinwilliams

Top Mentioned in G8:
@joanebeaudoin
@dhatwayne

Top Mentioned in G9:
@hansrosling
@okffi

Top Mentioned in G10:
@margaretstorey
@gouldolf

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@gamergeeknews
@chidambara09
@machinelearnflx
@elmundoes
@ham_gretsky
@infonomicstoday
@fmfrancoise
@analyticbridge
@uveibufvob

Top Tweeters in G1:
@dataandme
@erikgahner
@isabellaghement
@zentree
@stevenbeeckman
@ezbrooks
@jaguevaraf
@pacoramon
@atabey_kaygun
@abidassarofi

Top Tweeters in G2:
@arkangelscrap
@machinelearnflx
@infonomicstoday
@analyticbridge
@kirkdborne
@ritmonegro
@joanmanueluc
@tianhuil
@adaptivetoolbox
@borelmedwriter

Top Tweeters in G3:
@elmundoes
@fmfrancoise
@albertocairo
@natgeo
@britrenee_
@newspaperworld
@historiang
@aboutaaron
@kevinschaul
@_artemisa_v

Top Tweeters in G4:
@kevinlferguson
@th1rt3en_tm
@thetylerhayes
@kunkakom
@tla
@helendewitt
@saberbsayadi
@barik
@parametricshape
@nzembla

Top Tweeters in G5:
@chidambara09
@ham_gretsky
@kdnuggets
@israel_adoba
@alex_amaguaya
@ascentt

Top Tweeters in G6:
@trevorabranch
@hadleywickham
@benmarwick
@visnut
@stephanie_pau

Top Tweeters in G7:
@eagereyes
@ncartmuseum
@sherwinwilliams
@tmrhyne

Top Tweeters in G8:
@digtalhumanatee
@joanebeaudoin
@jonmfrey
@dhatwayne

Top Tweeters in G9:
@troppone
@mikaelseppala
@hansrosling
@okffi

Top Tweeters in G10:
@gouldolf
@patriciamalavee
@margaretstorey
@maalmaar