infoviz OR infovis, Twitter, 1/15/2021 3:09:00 AM, 245630


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infoviz OR infovis_2021-01-14_17-49-45.xlsx
infoviz OR infovis_2021-01-14_17-49-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3bMxBdv
@infovis_
@silkeschwandt
@datavizadventur
@lndata
@makeover_monday
@claradealberto
@fabriciosx
@digtalhumanatee
@nkls_whl
@wedgewo76420346

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

Description:
Description
The graph represents a network of 77 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, 15 January 2021 at 01:49 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 16-hour, 35-minute period from Friday, 01 January 2021 at 10:26 UTC to Thursday, 14 January 2021 at 03:02 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 : 46
Edges With Duplicates : 98
Total Edges : 144
Number of Edge Types : 5
Replies to : 3
Mentions : 25
Tweet : 37
Retweet : 35
MentionsInRetweet : 44
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.0158730158730159
Reciprocated Edge Ratio : 0.03125
Connected Components : 21
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 18
Maximum Edges in a Connected Component : 39
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.860817
Graph Density : 0.0109364319890636
Modularity : 0.463252
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 77 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, 15 January 2021 at 01:49 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 16-hour, 35-minute period from Friday, 01 January 2021 at 10:26 UTC to Thursday, 14 January 2021 at 03:02 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:
[2] https://www.perceptualedge.com/articles/dmreview/radar_graphs.pdf
[2] https://blog.scottlogic.com/2011/09/23/a-critique-of-radar-charts.html
[2] https://www.eluniversal.com.mx/espectaculos/david-bowie-el-artista-que-renace-en-sus-alter-ego
[2] https://www.kdnuggets.com/2018/08/data-visualization-cheatsheet.html
[1] https://vita.had.co.nz/papers/inference-infovis.html
[1] https://twitter.com/fab_mor/status/1349459115026866176
[1] https://link.medium.com/9F3jVrzd1cb
[1] https://link.medium.com/S0nBhTjsZcb
[1] https://link.medium.com/d57HDDlMXcb
[1] https://link.medium.com/378oJkpKRcb

Top URLs in Tweet in G1:
[2] https://www.eluniversal.com.mx/espectaculos/david-bowie-el-artista-que-renace-en-sus-alter-ego
[2] https://www.perceptualedge.com/articles/dmreview/radar_graphs.pdf
[2] https://blog.scottlogic.com/2011/09/23/a-critique-of-radar-charts.html
[1] https://www.bloomberg.com/graphics/2021-city-budget-police-funding/?utm_medium=social&utm_campaign=socialflow-organic&utm_content=graphics&utm_source=twitter&cmpid%3D=socialflow-twitter-graphics
[1] https://www.bloomberg.com/graphics/2020-us-bankruptcies-coronavirus/?cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_source=twitter&utm_medium=social&utm_campaign=socialflow-organic
[1] https://www.liberation.fr/terre/2020/11/19/manque-t-on-de-toilettes-en-france_1805743
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fghosts-on-the-radar-why-radar-charts-are-easily-misread-dba00fc399ef
[1] https://www.darkhorseanalytics.com/blog/radar-more-evil-than-pie
[1] https://www.eluniversal.com.mx/cartera/cfe-va-por-morosos-hasta-sus-casas
[1] https://www.ico-d.org/resources/icographic#icographic-5-1973

Top URLs in Tweet in G2:
[1] https://public.tableau.com/profile/niklas.wahl4950#!/vizhome/MakeoverMonday2021Week2-GenderInequalityHIV/MoM2021-2

Top URLs in Tweet in G3:
[1] https://twitter.com/biedigital/status/1346141193290342401
[1] https://twitter.com/BieDigital/status/1346141193290342401

Top URLs in Tweet in G4:
[1] https://twitter.com/VisualCap/status/1345897783987998720
[1] http://datagramas.cl/courses/infovis/
[1] https://curiouscat.qa/Zorzal_Investigador/post/1172096857
[1] https://idl.cs.washington.edu/files/2018-ExtractingColorMappings-InfoVis.pdf
[1] https://www.youtube.com/watch?v=sIlNIVXpIns

[1] https://twitter.com/thewhippasnappa/status/1348391923258716162
[1] https://www.augsburger-allgemeine.de/politik/Corona-Regeln-Diese-Massnahmen-gelten-jetzt-in-Bayern-und-Deutschland-id58721466.html

Top URLs in Tweet in G5:
[2] https://www.kdnuggets.com/2018/08/data-visualization-cheatsheet.html
[1] https://engage.bah.com/Article/Redirect/3be9acea-38fe-44ad-8fff-29a4aacdc6f2?uc=16822&g=6d48d170-2b5d-4cb9-a511-792f2a3d1cd8&f=203624

Top URLs in Tweet in G7:
[1] https://link.medium.com/9F3jVrzd1cb
[1] http://cu-visualab.org/ColorCrafter/
[1] https://twitter.com/jschwabish/status/1346466858371850240
[1] https://www.linkedin.com/slink?code=d_VzwtS
[1] https://www.linkedin.com/slink?code=d-eXYqx
[1] https://medialab.github.io/iwanthue/
[1] http://geotests.net/couleurs/frequences_en.html#ce
[1] http://hclwizard.org
[1] https://link.medium.com/3pi9Eh8pMcb
[1] https://link.medium.com/idebGuZqOcb

Top URLs in Tweet in G8:
[1] https://www.lanacion.com.ar/2548406

Top URLs in Tweet in G9:
[1] https://portal.findresearcher.sdu.dk/en/publications/predicting-visual-search-task-success-from-eye-gaze-data-as-a-bas?utm_source=twitter&utm_medium=social&utm_campaign=sharelink

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[7] medium.com
[3] com.mx
[2] linkedin.com
[2] bloomberg.com
[2] perceptualedge.com
[2] scottlogic.com
[2] kdnuggets.com
[1] co.nz
[1] hclwizard.org

Top Domains in Tweet in G1:
[3] com.mx
[2] perceptualedge.com
[2] scottlogic.com
[2] bloomberg.com
[1] liberation.fr
[1] medium.com
[1] darkhorseanalytics.com
[1] ico-d.org

Top Domains in Tweet in G2:
[1] tableau.com

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

Top Domains in Tweet in G4:
[2] twitter.com
[1] datagramas.cl
[1] curiouscat.qa
[1] washington.edu
[1] youtube.com
[1] augsburger-allgemeine.de

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

Top Domains in Tweet in G7:
[6] medium.com
[2] linkedin.com
[1] cu-visualab.org
[1] twitter.com
[1] github.io
[1] geotests.net
[1] hclwizard.org

Top Domains in Tweet in G8:
[1] com.ar

Top Domains in Tweet in G9:
[1] sdu.dk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] dataviz
[26] infovis
[19] visualanalytics
[16] ieeecga
[14] siggraph
[14] ieeevis
[13] infoviz
[13] colourlovers
[12] albers_lucy
[11] albersloc



Top Hashtags in Tweet in G1:
[2] genuary2021
[1] dataviz
[1] infographic
[1] ddj
[1] davidbowie
[1] bowieforever
[1] bowie
[1] bowiecelebration
[1] cfe

Top Hashtags in Tweet in G2:
[10] makeovermonday
[8] dataviz
[8] tableau
[3] infoviz
[2] data
[2] datascience
[1] viz5
[1] datafam
[1] rstats
[1] datavizinmystyle

Top Hashtags in Tweet in G3:
[11] twitterstorians
[10] informationvisualization
[3] digitalhumanities
[3] digitalhistory
[2] infoviz
[2] vr

Top Hashtags in Tweet in G4:
[4] infoviz
[3] xdata
[3] infografia
[2] béisbol
[2] dataart
[2] beisbol
[2] grandesligas
[2] deporte
[2] deportistas
[2] homerun

Top Hashtags in Tweet in G5:
[3] bigdata
[2] dataviz
[2] infovis
[1] geospatial
[1] spatialanalytics
[1] datascience
[1] dataliteracy
[1] datastorytelling
[1] datascientists

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

Top Hashtags in Tweet in G9:
[1] infovis
[1] visualization
[1] eyetracking
[1] user
[1] adapative

Top Words
Top Words in Tweet in Entire Graph:
[36] #dataviz
[26] #infovis
[19] #visualanalytics
[16] #ieeecga
[14] #siggraph
[14] #ieeevis
[13] #infoviz
[13] #colourlovers
[12] 2021
[12] #albers_lucy

Top Words in Tweet in G1:
[6] info_universal
[4] more
[3] el_universal_mx
[2] bbgvisualdata
[2] 50
[2] largest
[2] cities
[2] half
[2] maintained
[2] increased

Top Words in Tweet in G2:
[10] #makeovermonday
[10] submission
[10] 2021
[8] #dataviz
[8] #tableau
[7] hey
[7] hi
[7] guys
[7] wk
[7] sometimes

Top Words in Tweet in G3:
[11] #twitterstorians
[10] stay
[10] tuned
[10] die
[10] etardis
[10] #informationvisualization
[10] geisteswissenschaftlicher
[10] perspektive
[10] neu
[9] silkeschwandt

Top Words in Tweet in G4:
[4] #infoviz
[3] #xdata
[3] #infografia
[3] 200
[2] ðÿœ
[2] visualizaciã
[2] datos
[2] mundo
[2] #béisbol
[2] #dataart

Top Words in Tweet in G5:
[3] #bigdata
[3] gt
[3] data
[2] #dataviz
[2] #infovis
[2] visualization
[2] cheatsheet
[2] core
[2] principles
[2] policyviz

Top Words in Tweet in G6:
[2] tweet

Top Words in Tweet in G7:
[22] #dataviz
[22] #infovis
[19] #visualanalytics
[16] #ieeecga
[14] #ieeevis
[14] #siggraph
[13] #colourlovers
[12] #albers_lucy
[11] #albersloc
[11] #durhamcountylib

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] #dataviz,#infovis
[11] #infovis,#visualanalytics
[10] stay,tuned
[10] tuned,#twitterstorians
[10] #twitterstorians,die
[10] die,etardis
[10] etardis,#informationvisualization
[10] #informationvisualization,geisteswissenschaftlicher
[10] geisteswissenschaftlicher,perspektive
[10] perspektive,neu

Top Word Pairs in Tweet in G1:
[3] info_universal,el_universal_mx
[2] 50,largest
[2] largest,cities
[2] cities,more
[2] more,half
[2] half,maintained
[2] maintained,increased
[2] increased,police
[2] police,budgets
[2] icographic,magazine

Top Word Pairs in Tweet in G2:
[7] hey,hi
[7] hi,guys
[7] guys,submission
[7] submission,#dataviz
[7] #dataviz,#makeovermonday
[7] #makeovermonday,wk
[7] wk,2021
[7] 2021,#tableau
[7] #tableau,sometimes
[6] datavizadventur,hey

Top Word Pairs in Tweet in G3:
[10] stay,tuned
[10] tuned,#twitterstorians
[10] #twitterstorians,die
[10] die,etardis
[10] etardis,#informationvisualization
[10] #informationvisualization,geisteswissenschaftlicher
[10] geisteswissenschaftlicher,perspektive
[10] perspektive,neu
[9] silkeschwandt,stay
[9] neu,koâ

Top Word Pairs in Tweet in G4:
[3] #xdata,#infografia
[2] mundo,#béisbol
[2] #dataart,#infoviz
[2] #beisbol,#grandesligas
[2] #deporte,#deportistas
[2] #deportistas,#homerun
[2] #infografia,#analisisdedatos
[2] #analisisdedatos,#dataviz
[2] under,200

Top Word Pairs in Tweet in G5:
[2] #dataviz,#infovis
[2] gt,gt
[2] data,visualization
[2] visualization,cheatsheet
[2] cheatsheet,core
[2] core,principles
[2] principles,policyviz
[2] policyviz,kdnuggets
[2] kdnuggets,#bigdata

Top Word Pairs in Tweet in G7:
[21] #dataviz,#infovis
[11] #infovis,#visualanalytics
[9] holiday,green
[9] green,red
[9] #ieeecga,#durhamcountylib
[8] #colortheory,#visualanalytics
[8] #siggraph,#ieeecga
[7] #ieeevis,#dataviz
[6] #infovis,#colortheory
[6] #siggraph,#ieeevis

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@silkeschwandt
@datavizsociety
@datavizadventur
@info_universal
@el_universal_mx
@guillaumerozier
@bbgvisualdata
@libe
@piaaaac
@paolocorti_

Top Mentioned in G1:
@info_universal
@el_universal_mx
@bbgvisualdata
@piaaaac
@paolocorti_
@libe
@lndata
@presentcorrect
@thomasp85
@el_uni

Top Mentioned in G2:
@datavizadventur
@nkls_whl
@wedgewo76420346

Top Mentioned in G3:
@silkeschwandt
@ingo_paetzold

Top Mentioned in G5:
@policyviz
@kdnuggets
@kirkdborne

Top Mentioned in G6:
@albertocairo
@emilybell

Top Mentioned in G7:
@datavizsociety
@retostauffer2

Top Mentioned in G8:
@florraltube
@parquesoficial

Top Mentioned in G9:
@acmtiis
@moritzspiller

Top Mentioned in G10:
@naveedajamali

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@dataaugmented
@ricardo_ik_ahau
@b_sputnik
@trendsinai
@fabriciosx
@libe
@code_convention
@devvibesbot
@kirkdborne

Top Tweeters in G1:
@el_universal_mx
@libe
@presentcorrect
@maartenzam
@thomasp85
@bbgvisualdata
@infovis_
@claradealberto
@fedfragapane
@theophil

Top Tweeters in G2:
@dataaugmented
@ricardo_ik_ahau
@trendsinai
@fabriciosx
@code_convention
@rstats4ds
@pyscalellc
@makeover_monday
@datavizadventur
@wedgewo76420346

Top Tweeters in G3:
@digtalhumanatee
@birtefoerster
@annebaillot
@iamvholloway
@jwtorg
@angelalinghuang
@silkeschwandt
@zoltanbsimon
@dh_unibe
@ingo_paetzold

Top Tweeters in G4:
@zorzalerrante
@theleanacademic
@jurgenpfeffer
@achneeee
@mikelabinfo
@xdatamx
@davidhao

Top Tweeters in G5:
@kirkdborne
@kdnuggets
@policyviz
@ezekielibe3

Top Tweeters in G6:
@albertocairo
@emilybell
@kennethfield
@kmcurry

Top Tweeters in G7:
@tmrhyne
@datavizsociety
@retostauffer2

Top Tweeters in G8:
@lndata
@parquesoficial
@florraltube

Top Tweeters in G9:
@ruyhliu
@moritzspiller
@acmtiis

Top Tweeters in G10:
@b_sputnik
@naveedajamali
@ramsberry1


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