infoviz OR infovis, Twitter, 2/15/2020 1:54:02 AM, 221182


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infoviz OR infovis_2020-02-14_17-28-14.xlsx
infoviz OR infovis_2020-02-14_17-28-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2020
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2SK81uu
@tpresupuestaria
@infovis_
@adolfux
@infobeautyaward
@pedrojimnez
@nytimes
@amiifmx
@chrisnf
@ritsos_p
@acolt

Top hashtags:
#dataviz
#infovis
#ieeevis
#siggraph
#visualanalytics
#ieeecga
#albers_lucy
#colourlovers

Description:
Description
The graph represents a network of 140 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, 15 February 2020 at 01:28 UTC.

The requested start date was Saturday, 15 February 2020 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, 18-hour, 4-minute period from Saturday, 01 February 2020 at 11:58 UTC to Friday, 14 February 2020 at 06:03 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 : 140
Unique Edges : 151
Edges With Duplicates : 27
Total Edges : 178
Number of Edge Types : 4
MentionsInRetweet : 49
Replies to : 14
Mentions : 91
Tweet : 24
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0137931034482759
Reciprocated Edge Ratio : 0.0272108843537415
Connected Components : 21
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 83
Maximum Edges in a Connected Component : 115
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.422092
Graph Density : 0.00755395683453237
Modularity : 0.611271
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 140 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, 15 February 2020 at 01:28 UTC.

The requested start date was Saturday, 15 February 2020 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, 18-hour, 4-minute period from Saturday, 01 February 2020 at 11:58 UTC to Friday, 14 February 2020 at 06:03 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:
[7] https://journals.sagepub.com/doi/abs/10.1177/1473871619896103?cookieSet=1
[3] https://multimedia.scmp.com/infographics/news/china/article/3047038/wuhan-virus/index.html?src=social
[2] http://blog.mprove.net/2011/10/hans-rosling-at-ted/
[2] https://www.washingtonpost.com/politics/2020/02/13/only-two-recent-major-party-nominees-have-lost-both-iowa-new-hampshire/
[2] https://multimedia.scmp.com/infographics/news/world/article/3050430/diamond-princess-japan-coronavirus/index.html?src=social
[1] https://www.mundodeportivo.com/motor/f1/20200213/473540365635/principales-combios-del-mclaren-mcl35.html
[1] https://fundamentium.com/articulo/por-que-no-necesitas-una-ilustracion-cientifica-para-comunicar-los-avances-de-tu-empresa/
[1] https://www.nytimes.com/interactive/2019/07/18/science/apollo-11-moon-landing-photos-ul.html
[1] https://twitter.com/SND/status/1225610800955416577
[1] http://bit.ly/PEF2020_GuiaRapida

Top URLs in Tweet in G1:
[1] http://bit.ly/PEF2020_GuiaRapida

Top URLs in Tweet in G2:
[2] https://multimedia.scmp.com/infographics/news/china/article/3047038/wuhan-virus/index.html?src=social
[2] https://multimedia.scmp.com/infographics/news/world/article/3050430/diamond-princess-japan-coronavirus/index.html?src=social
[2] https://www.washingtonpost.com/politics/2020/02/13/only-two-recent-major-party-nominees-have-lost-both-iowa-new-hampshire/
[1] http://www.nytimes.com/interactive/20
[1] https://twitter.com/snd/status/1225821536369561600
[1] https://twitter.com/SND/status/1225610800955416577
[1] https://www.mundodeportivo.com/motor/f1/20200213/473540365635/principales-combios-del-mclaren-mcl35.html
[1] https://fundamentium.com/articulo/por-que-no-necesitas-una-ilustracion-cientifica-para-comunicar-los-avances-de-tu-empresa/
[1] https://www.nytimes.com/interactive/2019/07/18/science/apollo-11-moon-landing-photos-ul.html

Top URLs in Tweet in G3:
[1] http://pdritsos.com/news/2020/01/04/publications/

Top URLs in Tweet in G4:
[1] http://mucollective.northwestern.edu/files/2011-VisRhetoric-InfoVis.pdf
[1] https://arxiv.org/abs/1811.07271

Top URLs in Tweet in G5:
[7] https://journals.sagepub.com/doi/abs/10.1177/1473871619896103?cookieSet=1

Top URLs in Tweet in G6:
[1] https://twitter.com/JohnsHopkins/status/1220070515982815232
[1] https://medium.economist.com/charting-new-territory-7f5afb293270
[1] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[1] https://www.bentley.edu/centers/ux-education/all-courses#visual
[1] https://infovis-wiki.net/wiki/Lie_Factor
[1] https://twitter.com/DmitryOpines/status/1225735050530054144

Top URLs in Tweet in G7:
[2] http://blog.mprove.net/2011/10/hans-rosling-at-ted/

Top URLs in Tweet in G9:
[1] https://multimedia.scmp.com/infographics/news/china/article/3047038/wuhan-virus/index.html?src=social

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] dataviz
[19] infovis
[17] ieeevis
[16] siggraph
[14] visualanalytics
[14] ieeecga
[13] albers_lucy
[12] colourlovers
[11] durhamcountylib
[10] albersloc



Top Hashtags in Tweet in G1:
[1] pef

Top Hashtags in Tweet in G2:
[2] diálogosconnectas
[2] datavisualization
[2] informationdesign
[2] dataviz
[1] publicpolicy
[1] teachers
[1] coronavius
[1] wuhanvirus
[1] 7añosconnectas
[1] mclaren

Top Hashtags in Tweet in G3:
[1] vr
[1] xr
[1] infovis
[1] immersiveanalytics
[1] webxr
[1] aframe

Top Hashtags in Tweet in G5:
[1] infovis

Top Hashtags in Tweet in G6:
[4] infoviz
[1] bigdata
[1] coronarvirus
[1] research
[1] modelling
[1] infovis
[1] coronavirus
[1] design
[1] ux
[1] bentley

Top Hashtags in Tweet in G7:
[2] dataviz
[2] infoviz
[2] niam2020

Top Hashtags in Tweet in G9:
[1] coronavirusoutbreak
[1] coronavirus
[1] covid2019
[1] illustration

Top Words
Top Words in Tweet in Entire Graph:
[39] Words in Sentiment List#1: Positive
[23] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1609] Non-categorized Words
[1671] Total Words
[20] #dataviz
[19] #infovis
[17] #ieeevis
[16] #siggraph
[15] 3d

Top Words in Tweet in G1:
[2] proyectos

Top Words in Tweet in G2:
[5] work
[5] infografía
[4] hoy
[4] nytimes
[4] day
[4] team
[4] judges
[3] coronavirus
[3] descubre
[3] poder

Top Words in Tweet in G3:
[2] vria
[2] web
[2] based
[2] framework
[2] creating
[2] immersive
[2] analytics
[2] experiences
[2] 1st
[2] phd

Top Words in Tweet in G4:
[2] good

Top Words in Tweet in G5:
[15] 3d
[15] pie
[7] chart
[7] paper
[7] yes
[7] provocative
[7] fulltext
[7] pre
[7] print
[6] acolt

Top Words in Tweet in G6:
[4] #infoviz
[2] infovis
[2] visualization
[2] more
[2] information

Top Words in Tweet in G7:
[2] maxcroser
[2] hans
[2] rosling
[2] ted
[2] collection
[2] #dataviz
[2] #infoviz
[2] #niam2020
[2] mxfh

Top Words in Tweet in G10:
[2] class

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] 3d,pie
[14] #dataviz,#infovis
[10] #infovis,#visualanalytics
[8] color,study
[8] #siggraph,#ieeevis
[7] #ieeevis,#ieeecga
[7] #ieeecga,#durhamcountylib
[7] pie,chart
[7] chart,paper
[7] paper,yes

Top Word Pairs in Tweet in G2:
[2] njaccard,occrp
[2] occrp,estuvo
[2] estuvo,nosotros
[2] nosotros,nuestro
[2] nuestro,#diálogosconnectas
[2] #diálogosconnectas,hoy
[2] hoy,aprovechó
[2] aprovechó,felicitarnos
[2] medalla,plata
[2] last,day

Top Word Pairs in Tweet in G3:
[2] vria,web
[2] web,based
[2] based,framework
[2] framework,creating
[2] creating,immersive
[2] immersive,analytics
[2] analytics,experiences
[2] experiences,1st
[2] 1st,phd
[2] phd,student

Top Word Pairs in Tweet in G5:
[15] 3d,pie
[7] pie,chart
[7] chart,paper
[7] paper,yes
[7] yes,3d
[7] pie,provocative
[7] provocative,fulltext
[7] fulltext,pre
[7] pre,print
[6] acolt,3d

Top Word Pairs in Tweet in G7:
[2] maxcroser,hans
[2] hans,rosling
[2] rosling,ted
[2] ted,collection
[2] collection,#dataviz
[2] #dataviz,#infoviz
[2] #infoviz,#niam2020
[2] #niam2020,mxfh

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@acolt
@scmpgraphics
@nytimes
@wsj
@mxfh
@njaccard
@occrp
@mundodeportivo
@valenciaplaza
@harry_stevens

Top Mentioned in G1:
@hacienda_mexico
@intpublica
@fiscaltrans
@openbudgets
@socialtic
@mexevalua
@fundarmexico
@gobabierto_mx
@viral_mx
@integridadmx

Top Mentioned in G2:
@nytimes
@wsj
@scmpgraphics
@njaccard
@occrp
@iarynam
@wsjgraphics
@snd
@abcaustralia
@globoesportecom

Top Mentioned in G3:
@pwsbutcher
@ritsos_p
@nigeljohn12
@ieee_tvcg
@bangorcsee
@bangoruni
@uocscieng
@uochester

Top Mentioned in G4:
@datavisclub
@filwd
@eagereyes
@sharoz
@jeffrey_heer
@domoritz

Top Mentioned in G5:
@acolt
@ra1mund

Top Mentioned in G7:
@mxfh
@mprove
@maxcroser

Top Mentioned in G8:
@realpeterz
@andrewyang

Top Mentioned in G9:
@maxulichney
@procreate

Top Mentioned in G10:
@danwallach

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@pajaropolitico
@reuters
@eleconomista
@nytimes
@elfinanciero_mx
@mundodeportivo
@oncenoticiastv
@wsj
@valenciaplaza

Top Tweeters in G1:
@el_universal_mx
@pajaropolitico
@eleconomista
@elfinanciero_mx
@oncenoticiastv
@expeconomia
@imagen_mx
@cfemx
@tveducativamx
@mx_diputados

Top Tweeters in G2:
@reuters
@nytimes
@mundodeportivo
@wsj
@valenciaplaza
@globoesportecom
@scmpnews
@espn
@mexevalua
@sciencemagazine

Top Tweeters in G3:
@bangoruni
@uochester
@student_launch
@ritsos_p
@uocscieng
@bangorcsee
@pwsbutcher
@ieee_tvcg
@nigeljohn12

Top Tweeters in G4:
@eagereyes
@sharoz
@filwd
@lisacrost
@domoritz
@mslima
@chrisnf
@jeffrey_heer
@datavisclub

Top Tweeters in G5:
@rastrau
@acolt
@bricker
@maps4thought
@laksonodany
@nadiapanch
@evagriesbauer
@ra1mund

Top Tweeters in G6:
@mkhdnial
@sdouche
@_awatifazmi
@armandoalves
@faretesto
@martin_backes
@kirstenrobinson
@ascottpetrie

Top Tweeters in G7:
@mxfh
@maxcroser
@mprove
@raumschifferde

Top Tweeters in G8:
@mylifeismunitz
@realpeterz
@andrewyang
@ethicalmachine

Top Tweeters in G9:
@procreate
@maxulichney
@adolfux

Top Tweeters in G10:
@peterhoneyman
@nikitab
@danwallach