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infoviz OR infovis_2022-08-11_17-32-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2022
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3bOT33J
@infovis_
@jachym
@kirkdborne
@this0499154500
@tpointu
@markabelan
@lndata
@francefattori
@stevenhouben
@infografiamd

Top hashtags:
#dataviz
#infovis
#ieeecga
#infoviz
#colortheory
#albersloc
#ieeevis

Description:
Description
The graph represents a network of 199 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, 12 August 2022 at 00:33 UTC.

The requested start date was Friday, 12 August 2022 at 00:01 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, 8-hour, 13-minute period from Friday, 29 July 2022 at 06:57 UTC to Wednesday, 10 August 2022 at 15:11 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 : 199
Unique Edges : 183
Edges With Duplicates : 355
Total Edges : 538
Number of Edge Types : 5
Retweet : 143
MentionsInRetweet : 228
Tweet : 84
Mentions : 74
Replies to : 9
Self-Loops : 88
Reciprocated Vertex Pair Ratio : 0.00374531835205993
Reciprocated Edge Ratio : 0.00746268656716418
Connected Components : 22
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 136
Maximum Edges in a Connected Component : 411
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.647633
Graph Density : 0.00680168519364499
Modularity : 0.426132
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 199 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, 12 August 2022 at 00:33 UTC.

The requested start date was Friday, 12 August 2022 at 00:01 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, 8-hour, 13-minute period from Friday, 29 July 2022 at 06:57 UTC to Wednesday, 10 August 2022 at 15:11 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:
[13] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279640
[3] https://www.infoviz.cz/graphic.php?ID=98
[2] https://www.cbs.nl/nl-nl/nieuws/2022/12/huishoudens-gebruikten-in-2020-meer-water-bedrijven-minder
[2] https://www.nytimes.com/2022/08/02/world/asia/china-taiwan-pelosi.html
[2] https://chronotrains-eu.vercel.app
[2] https://www.elmundo.es/internacional/2022/08/06/62ed3d2721efa0c76c8b458b.html
[2] https://www.lemonde.fr/international/article/2022/08/05/en-amerique-latine-une-nouvelle-gauche-au-pouvoir_6137218_3210.html
[2] https://tmsnrt.rs/3Q0IrOk
[2] https://trib.al/kId28ML

Top URLs in Tweet in G1:
[2] https://trib.al/kId28ML
[2] https://www.nytimes.com/2022/08/02/world/asia/china-taiwan-pelosi.html
[2] https://www.lemonde.fr/international/article/2022/08/05/en-amerique-latine-une-nouvelle-gauche-au-pouvoir_6137218_3210.html
[2] https://www.elmundo.es/internacional/2022/08/06/62ed3d2721efa0c76c8b458b.html
[2] https://chronotrains-eu.vercel.app
[2] https://www.cbs.nl/nl-nl/nieuws/2022/12/huishoudens-gebruikten-in-2020-meer-water-bedrijven-minder
[2] https://tmsnrt.rs/3Q0IrOk
[1] https://www.eluniversal.com.mx/espectaculos/marilyn-monroe-una-rubia-que-de-boba-no-tenia-nada
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279640
[1] http://aleksandrajovanic.com/chromatlas/

Top URLs in Tweet in G2:
[1] https://jobs.tue.nl/en/vacancy/8-assistant-associate-professor-positions-department-of-industrial-design-949825.html

Top URLs in Tweet in G3:
[3] https://www.infoviz.cz/graphic.php?ID=98
[2] https://www.infoviz.cz/graphic.php?ID=87
[1] https://www.infoviz.cz/graphic.php?ID=162
[1] https://infoviz.cz/graphic.php?ID=164
[1] https://www.infoviz.cz/graphic.php?ID=113
[1] https://twitter.com/CHMUCHMI/status/1553289292536983552
[1] https://www.infoviz.cz/graphic.php?ID=163
[1] https://infoviz.cz/graphic.php?ID=166
[1] https://twitter.com/CHMUCHMI/status/1555544096680411145
[1] https://www.infoviz.cz/graphic.php?ID=160

Top URLs in Tweet in G4:
[13] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[1] https://www.amazon.com/gp/product/1119002257/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1119002257&linkCode=as2&tag=kirkdborne-20&linkId=b72b195deb73b7f9580e6afd394a7b33

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279640
[1] https://www.lanacion.com.ar/sociedad/las-cinco-irregularidades-que-detecto-una-auditoria-interna-en-la-campana-de-vacunacion-para-covid-nid01082022/
[1] https://www.scientificamerican.com/article/how-florence-nightingale-changed-data-visualization-forever/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1659530089
[1] https://www.scientificamerican.com/article/how-florence-nightingale-changed-data-visualization-forever/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1659158994

Top URLs in Tweet in G6:
[1] https://datamatters.org/
[1] https://twitter.com/bradpwyble/status/1554850230704685058
[1] https://flowingdata.com/2022/08/05/mapping-the-cool-spots-in-hot-cities/
[1] http://covic-archive.org/index.html
[1] https://twitter.com/NWSduluth/status/1557177300512215040

Top URLs in Tweet in G8:
[2] https://geotests.net/couleurs/frequences_en.html
[1] https://hclwizard.org/
[1] https://icolorpalette.com/color-palette-from-images
[1] http://cu-visualab.org/ColorCrafter/

Top URLs in Tweet in G9:
[1] https://bit.ly/3CwZ3XN

Top Domains
Top Domains in Tweet in Entire Graph:
[14] infoviz.cz
[13] datasciencecentral.com
[7] twitter.com
[5] bloomberg.com
[4] lemonde.fr
[3] usatoday.com
[3] nytimes.com
[3] vercel.app
[3] reuters.com
[3] bit.ly

Top Domains in Tweet in G1:
[5] bloomberg.com
[4] lemonde.fr
[3] nytimes.com
[3] usatoday.com
[3] reuters.com
[2] trib.al
[2] elmundo.es
[2] vercel.app
[2] cbs.nl
[2] econ.st

Top Domains in Tweet in G2:
[1] tue.nl

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

Top Domains in Tweet in G4:
[13] datasciencecentral.com
[1] amazon.com

Top Domains in Tweet in G5:
[2] nodexlgraphgallery.org
[2] scientificamerican.com
[1] com.ar

Top Domains in Tweet in G6:
[2] twitter.com
[1] datamatters.org
[1] flowingdata.com
[1] covic-archive.org

Top Domains in Tweet in G8:
[2] geotests.net
[1] hclwizard.org
[1] icolorpalette.com
[1] cu-visualab.org

Top Domains in Tweet in G9:
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] dataviz
[23] infovis
[16] ieeecga
[15] infoviz
[15] colortheory
[14] albersloc
[13] ieeevis
[13] visualanalytics
[13] datastorytelling
[12] siggraph



Top Hashtags in Tweet in G1:
[4] creativecoding
[4] processing
[4] p5js
[3] sciartportfolioweek
[3] infographics
[3] wip
[2] todayinhistory
[2] datavis
[2] historicaldatavis
[2] onthisday

Top Hashtags in Tweet in G2:
[1] holiday
[1] edition
[1] drielandenpunt
[1] hci
[1] typo

Top Hashtags in Tweet in G3:
[7] infoviz
[7] emise
[6] ovzduší
[6] elektromobily
[5] kvalitaovzduší
[4] infografika
[2] poå¾ã¡r
[2] ovzduå¡ã­
[2] kvalitaovzduå¡ã­
[2] pm

Top Hashtags in Tweet in G4:
[13] datastorytelling
[13] dataviz
[1] bigdata
[1] datascience
[1] bi
[1] infovis
[1] datascientists
[1] dataliteracy
[1] designthinking
[1] abdsc

Top Hashtags in Tweet in G5:
[4] infographic
[4] resurrection
[4] extinction
[3] deextinction
[2] sciart
[2] science
[1] dataviz
[1] infovis
[1] bigdata
[1] datascience

Top Hashtags in Tweet in G6:
[4] dataanalytics
[4] dataviz
[4] infoviz
[4] infovis
[3] datascience
[3] datavisualization
[3] dataanalysis
[2] dataisbeautiful
[2] informationdesigner
[2] world

Top Hashtags in Tweet in G7:
[3] afp
[2] afpgraphics
[1] afpsports

Top Hashtags in Tweet in G8:
[16] dataviz
[16] infovis
[16] ieeecga
[15] colortheory
[14] albersloc
[13] ieeevis
[13] visualanalytics
[12] siggraph
[12] albers_lucy
[11] durhamcountylib

Top Hashtags in Tweet in G9:
[1] infographics
[1] iibwab

Top Words
Top Words in Tweet in Entire Graph:
[43] design
[37] #dataviz
[27] super
[27] exciting
[27] news
[27] department
[27] tue_id
[27] recruiting
[27] assistant
[27] associate

Top Words in Tweet in G1:
[10] more
[7] alexis_o_o
[7] data
[7] fire
[7] interactive
[6] first
[6] year
[6] water
[6] âœ
[6] graphics

Top Words in Tweet in G2:
[27] super
[27] exciting
[27] news
[27] department
[27] tue_id
[27] recruiting
[27] assistant
[27] associate
[27] profs
[27] hci

Top Words in Tweet in G3:
[21] jachym
[14] že
[10] nã
[8] mã
[7] není
[7] #infoviz
[7] jsem
[7] 2021
[7] #emise
[7] smogové

Top Words in Tweet in G4:
[13] #datastorytelling
[13] #dataviz
[13] presentation
[13] design
[13] choices
[13] tableau
[13] datasciencectrl
[12] kirkdborne

Top Words in Tweet in G5:
[4] markabelan
[4] #infographic
[4] #resurrection
[4] #extinction
[4] piece
[3] infowetrust
[3] possible
[3] bring
[3] back
[3] extinct

Top Words in Tweet in G6:
[4] #dataanalytics
[4] #dataviz
[4] #infoviz
[4] #infovis
[3] #datascience
[3] #datavisualization
[3] #dataanalysis
[2] infovis
[2] #dataisbeautiful
[2] #informationdesigner

Top Words in Tweet in G7:
[3] µï
[3] par
[3] #afp
[2] #afpgraphics

Top Words in Tweet in G8:
[16] #dataviz
[16] #infovis
[16] #ieeecga
[15] #colortheory
[14] #albersloc
[13] #ieeevis
[13] #visualanalytics
[12] #siggraph
[12] #albers_lucy
[11] #durhamcountylib

Top Words in Tweet in G9:
[2] infobeautiful

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] super,exciting
[27] exciting,news
[27] news,department
[27] department,tue_id
[27] tue_id,recruiting
[27] assistant,associate
[27] associate,profs
[27] profs,hci
[27] hci,design
[27] design,topics

Top Word Pairs in Tweet in G1:
[4] graphics,multimedia
[4] multimedia,editor
[4] hoe,gebruiken
[4] published,data
[4] data,vis
[4] vis,dispatch
[4] #processing,#p5js
[3] cã,mo
[3] generative,art
[3] aug,11

Top Word Pairs in Tweet in G2:
[27] super,exciting
[27] exciting,news
[27] news,department
[27] department,tue_id
[27] tue_id,recruiting
[27] assistant,associate
[27] associate,profs
[27] profs,hci
[27] hci,design
[27] design,topics

Top Word Pairs in Tweet in G3:
[6] škoda,že
[6] že,novináři
[6] novináři,blíže
[6] blíže,nezajímají
[6] nezajímají,dané
[6] dané,téma
[6] téma,jinak
[6] jinak,nikdy
[6] nikdy,nepoužili
[6] nepoužili,takovouto

Top Word Pairs in Tweet in G4:
[13] #datastorytelling,#dataviz
[13] #dataviz,presentation
[13] presentation,design
[13] design,choices
[13] choices,tableau
[13] tableau,datasciencectrl
[12] kirkdborne,#datastorytelling

Top Word Pairs in Tweet in G5:
[4] #infographic,#resurrection
[4] #resurrection,#extinction
[3] piece,possible
[3] possible,bring
[3] bring,back
[3] back,extinct
[3] extinct,species
[3] species,#infographic
[3] #extinction,#deextinction
[2] infoviz,infovis

Top Word Pairs in Tweet in G6:
[3] #dataviz,#datavisualization
[3] #dataanalysis,#dataanalytics
[2] #datavisualization,#dataanalysis
[2] #dataanalytics,#dataisbeautiful
[2] #dataisbeautiful,#datascience
[2] #datascience,#infovis
[2] #infovis,#informationdesigner
[2] #informationdesigner,#world
[2] #world,#china
[2] #china,#india

Top Word Pairs in Tweet in G7:
[3] µï,par
[2] #afp,#afpgraphics

Top Word Pairs in Tweet in G8:
[16] #dataviz,#infovis
[8] tones,shades
[8] #colortheory,#visualanalytics
[8] #ieeecga,#durhamcountylib
[7] #ieeevis,#dataviz
[7] #colourlovers,#colortheory
[7] brown,orange
[7] #siggraph,#ieeecga
[6] tints,tones
[6] #infovis,#colourlovers

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tue_id
@stevenhouben
@jachym
@kirkdborne
@tableau
@datasciencectrl
@alexis_o_o
@markabelan
@reutersgraphics
@bbgvisualdata

Top Mentioned in G1:
@alexis_o_o
@bbgvisualdata
@reutersgraphics
@lemondefr
@tpointu
@fg_baptista
@tmarcoh
@lm_encartes
@nytimes
@datavizsociety

Top Mentioned in G2:
@tue_id
@stevenhouben
@tueindhoven

Top Mentioned in G3:
@jachym
@chmuchmi
@faktaoklimatu
@jachymcepicky

Top Mentioned in G4:
@tableau
@datasciencectrl
@kirkdborne

Top Mentioned in G5:
@markabelan
@infowetrust
@kirkdborne
@clauswilke
@infovis_
@jachym
@chmuchmi
@this0499154500
@i_ameztoy

Top Mentioned in G7:
@cleapeculier
@chezblanchards
@valrakovsky
@insidedavidlory
@nba
@kaugeard

Top Mentioned in G8:
@tmrhyne
@retostauffer2

Top Mentioned in G9:
@infobeautiful
@waterstoneslou
@mccandelish

Top Mentioned in G10:
@volko26
@gmtgames
@sebastianbae

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@nytimes
@mundodeportivo
@washingtonpost
@lemondefr
@designthinkbot
@nba
@libe
@b0tsci
@luistirado

Top Tweeters in G1:
@nytimes
@mundodeportivo
@washingtonpost
@lemondefr
@libe
@miekeroth
@capitalweather
@mariaramirezny
@natgeoesp
@climate

Top Tweeters in G2:
@manuchis
@drveronikach
@rob_dphillips
@brifrischu
@tueindhoven
@annacox_
@craiganslow
@cikay72
@eduardfosch
@workingattue

Top Tweeters in G3:
@czleft
@davidjasa
@zborrik
@masokost
@milianriedel
@krajske_volby
@jachymcepicky
@tatanamikova
@vybersever
@faktaoklimatu

Top Tweeters in G4:
@designthinkbot
@datasciencebot_
@maperez324
@nvsdata
@kirkdborne
@xthebigdatabotx
@datasciencectrl
@juneedpk
@tableau
@itz_equity

Top Tweeters in G5:
@b0tsci
@sciam
@lndata
@latamjournalism
@this0499154500
@clauswilke
@kessaikssa
@infowetrust
@i_ameztoy
@chmuchmi

Top Tweeters in G6:
@emresevinc
@a
@bogiezero
@lewischuang
@flattop100
@colibri_te
@renci
@goncalomperes
@datavizadventur
@parasuakhil

Top Tweeters in G7:
@nba
@tpointu
@kaugeard
@insidedavidlory
@cleapeculier
@chezblanchards
@valrakovsky

Top Tweeters in G8:
@geoobserver_
@tmrhyne
@alessandrawhite
@retostauffer2
@musicpractice_

Top Tweeters in G9:
@davidmcclelland
@infobeautiful
@mccandelish
@waterstoneslou

Top Tweeters in G10:
@albertocairo
@sebastianbae
@gmtgames
@volko26


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