infoviz OR infovis, Twitter, 5/20/2022 2:14:07 AM, 276655


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infoviz OR infovis_2022-05-19_17-32-41.xlsx
infoviz OR infovis_2022-05-19_17-32-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2022
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3sOhsM9
@joyopal
@infovis_
@lurchpollin
@vis4dh
@digtalhumanatee
@this0499154500
@delphinepapin
@lm_encartes
@jcarlosjramirez
@jachym

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

Description:
Description
The graph represents a network of 152 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, 20 May 2022 at 00:32 UTC.

The requested start date was Friday, 20 May 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, 4-hour, 19-minute period from Friday, 06 May 2022 at 16:45 UTC to Wednesday, 18 May 2022 at 21:04 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 : 152
Unique Edges : 57
Edges With Duplicates : 285
Total Edges : 342
Number of Edge Types : 5
Replies to : 5
Retweet : 114
MentionsInRetweet : 138
Tweet : 32
Mentions : 53
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0186335403726708
Reciprocated Edge Ratio : 0.0365853658536585
Connected Components : 14
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 144
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.33743
Graph Density : 0.00714534681073545
Modularity : 0.425746
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 152 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, 20 May 2022 at 00:32 UTC.

The requested start date was Friday, 20 May 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, 4-hour, 19-minute period from Friday, 06 May 2022 at 16:45 UTC to Wednesday, 18 May 2022 at 21:04 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://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fuxdesign.cc%2Fmixing-and-combining-red-and-blue-in-data-visualization-cd2c8cfd9c8
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275636
[2] http://gosling-lang.org/
[2] https://trib.al/VRNqJXh
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275807
[2] https://www.viatres.com.mx/nacional/2022/5/7/mexico-refrenda-mala-calificacion-en-ranking-sobre-libertad-de-prensa-7416.html
[1] https://www.scientificamerican.com/article/omicrons-surprising-anatomy-explains-why-it-is-wildly-contagious/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1652732625
[1] https://www.bloomberg.com/news/articles/2022-05-17/shanghai-and-iphone-city-ease-covid-curbs-china-lockdown-latest?utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_source=twitter&utm_medium=social
[1] https://www.bloomberg.com/graphics/pret-index/?utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_content=graphics&utm_medium=social
[1] https://biostars.org/

Top URLs in Tweet in G2:
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fuxdesign.cc%2Fmixing-and-combining-red-and-blue-in-data-visualization-cd2c8cfd9c8
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275636
[2] https://www.viatres.com.mx/nacional/2022/5/7/mexico-refrenda-mala-calificacion-en-ranking-sobre-libertad-de-prensa-7416.html
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275807
[2] https://trib.al/VRNqJXh
[2] http://gosling-lang.org/
[1] https://www.scientificamerican.com/article/omicrons-surprising-anatomy-explains-why-it-is-wildly-contagious/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1652732625
[1] https://www.bloomberg.com/news/articles/2022-05-17/shanghai-and-iphone-city-ease-covid-curbs-china-lockdown-latest?utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_source=twitter&utm_medium=social
[1] https://www.bloomberg.com/graphics/pret-index/?utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_content=graphics&utm_medium=social
[1] https://biostars.org/

Top URLs in Tweet in G4:
[1] http://vis4dh.dbvis.de/cfp/

Top URLs in Tweet in G5:
[1] https://www.lemonde.fr/energies/article/2022/05/15/au-royaume-uni-le-pari-fragile-de-l-eolien-en-mer_6126227_1653054.html
[1] https://www.lemonde.fr/international/article/2022/05/13/kaliningrad-une-epine-dans-le-pied-de-l-otan_6126011_3210.html#:~:text=Enqu%C3%AAteL'enclave%20forteresse%20de,au%20c%C5%93ur%20de%20l'OTAN

Top URLs in Tweet in G6:
[1] https://flowingdata.com/2022/05/12/how-much-time-we-spend-alone-and-with-others/
[1] https://infovis.sei.ba.gov.br/

Top URLs in Tweet in G8:
[1] https://twitter.com/kkt_tweet/status/1520427563360919557

Top URLs in Tweet in G9:
[1] https://studentwork.prattsi.org/infovis/projects/a-decade-of-filming-in-new-york-city/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] dataviz
[19] ieeecga
[19] ieeevis
[16] siggraph
[15] infovis
[13] infoviz
[9] visualanalytics
[9] colortheory
[8] colourlovers
[8] durhamcountylib



Top Hashtags in Tweet in G2:
[19] ieeecga
[18] ieeevis
[16] siggraph
[12] dataviz
[12] infovis
[9] visualanalytics
[9] colortheory
[8] colourlovers
[8] durhamcountylib
[7] infoviz

Top Hashtags in Tweet in G4:
[1] digitalhumanities
[1] infovis
[1] dataviz
[1] vis4dh
[1] ieeevis

Top Hashtags in Tweet in G6:
[2] infovis
[1] diversityindata
[1] worldbank
[1] bid
[1] dataviz
[1] datavisualization
[1] visualizaciondedatos
[1] informationdesign
[1] latam
[1] peru

Top Hashtags in Tweet in G7:
[3] datafam
[2] latam
[1] datavisualization
[1] dataviz
[1] datascience
[1] adobe
[1] ggplot2
[1] diversityindata
[1] infoviz
[1] women

Top Hashtags in Tweet in G8:
[4] datascientist
[4] data
[4] dataanalytics
[4] dataviz
[4] dataintegration
[4] matplotlib
[4] python
[4] tableau
[4] powerbi
[4] infoviz

Top Words
Top Words in Tweet in Entire Graph:
[91] twitter
[65] week
[52] data
[51] work
[46] working
[46] hrs
[46] api
[45] seeking
[45] student
[45] intern

Top Words in Tweet in G1:
[91] twitter
[46] work
[46] api
[45] seeking
[45] student
[45] intern
[45] india
[45] data
[45] 20
[45] hrs

Top Words in Tweet in G2:
[19] #ieeecga
[18] #ieeevis
[16] #siggraph
[13] red
[12] #dataviz
[12] #infovis
[11] this0499154500
[9] infovis_
[9] jachym
[9] #visualanalytics

Top Words in Tweet in G3:
[24] planning
[24] visualizations
[24] setting
[23] workshop
[23] digital
[23] humanities
[23] jury
[23] infovis
[23] experts
[23] gives

Top Words in Tweet in G4:
[19] addition
[19] website
[19] little
[19] color
[19] glow
[19] week
[19] published
[19] cfp
[19] invite
[19] submit

Top Words in Tweet in G5:
[3] retrouver
[3] lemondefr
[2] kiosque
[2] mer

Top Words in Tweet in G6:
[4] infovis
[3] hdi
[3] data
[2] krems
[2] citizen
[2] science
[2] empirical
[2] work
[2] etc
[2] examples

Top Words in Tweet in G7:
[3] hello
[3] #datafam
[3] second
[3] part
[3] previous
[3] visualization
[3] titled
[3] female
[3] labor
[3] force

Top Words in Tweet in G8:
[4] #datascientist
[4] #data
[4] #dataanalytics
[4] #dataviz
[4] #dataintegration
[4] #matplotlib
[4] #python
[4] #tableau
[4] #powerbi
[4] #infoviz

Top Words in Tweet in G9:
[2] glitch
[2] here's
[2] nice
[2] write
[2] creator
[2] project
[2] data
[2] inspiration
[2] process

Top Words in Tweet in G10:
[2] both

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] seeking,student
[45] student,intern
[45] intern,india
[45] india,work
[45] work,twitter
[45] twitter,data
[45] data,20
[45] 20,hrs
[45] hrs,week
[45] week,experience

Top Word Pairs in Tweet in G1:
[45] seeking,student
[45] student,intern
[45] intern,india
[45] india,work
[45] work,twitter
[45] twitter,data
[45] data,20
[45] 20,hrs
[45] hrs,week
[45] week,experience

Top Word Pairs in Tweet in G2:
[12] #dataviz,#infovis
[8] infoviz,infovis
[8] infovis,nodexl
[8] nodexl,infovis_
[8] #ieeevis,#ieeecga
[8] #visualanalytics,#siggraph
[8] #colortheory,#visualanalytics
[8] #siggraph,#ieeecga
[8] #ieeecga,#durhamcountylib
[7] inside,scoop

Top Word Pairs in Tweet in G3:
[23] planning,workshop
[23] workshop,visualizations
[23] visualizations,digital
[23] digital,humanities
[23] humanities,setting
[23] setting,jury
[23] jury,infovis
[23] infovis,experts
[23] experts,gives
[22] lurchpollin,planning

Top Word Pairs in Tweet in G4:
[19] addition,website
[19] website,little
[19] little,color
[19] color,glow
[19] glow,week
[19] week,published
[19] published,cfp
[19] cfp,invite
[19] invite,submit
[18] vis4dh,addition

Top Word Pairs in Tweet in G5:
[2] kiosque,lemondefr

Top Word Pairs in Tweet in G6:
[2] citizen,science

Top Word Pairs in Tweet in G7:
[3] hello,#datafam
[3] #datafam,second
[3] second,part
[3] part,previous
[3] previous,visualization
[3] visualization,titled
[3] titled,female
[3] female,labor
[3] labor,force
[3] force,participation

Top Word Pairs in Tweet in G8:
[4] #datascientist,#data
[4] #data,#dataanalytics
[4] #dataanalytics,#dataviz
[4] #dataviz,#dataintegration
[4] #dataintegration,#matplotlib
[4] #matplotlib,#python
[4] #python,#tableau
[4] #tableau,#powerbi
[4] #powerbi,#infoviz
[4] #infoviz,#rstats

Top Word Pairs in Tweet in G9:
[2] glitch,here's
[2] here's,nice
[2] nice,write
[2] write,creator
[2] creator,project
[2] project,data
[2] data,inspiration
[2] inspiration,process

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@joyopal
@lurchpollin
@vis4dh
@infovis_
@jachym
@this0499154500
@samjoiner
@financialtimes
@lm_encartes
@jcarlosjramirez

Top Mentioned in G1:
@joyopal

Top Mentioned in G2:
@infovis_
@jachym
@this0499154500
@samjoiner
@financialtimes
@jcarlosjramirez
@grjenkin
@usatgraphics
@lm_encartes
@nytimes

Top Mentioned in G3:
@lurchpollin
@vis4dh

Top Mentioned in G4:
@vis4dh

Top Mentioned in G5:
@lemondefr
@audreylagadec4
@lemonde_science
@icilondres
@jben_martinez
@lm_encartes
@picardfloriane
@flavieholzinger

Top Mentioned in G7:
@datavizadventur
@diversityindata

Top Mentioned in G8:
@kkt_tweet

Top Mentioned in G9:
@jennschiffer
@glitch

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@nytimes
@lemondefr
@angryyoungman55
@financialtimes
@calamur
@pyscalellc
@grjenkin
@sammypedia
@chronotope

Top Tweeters in G1:
@angryyoungman55
@calamur
@sammypedia
@ankitlal
@lucidillusions_
@darthdevi
@chiaseedpuddin
@sushant_says
@violentveggy
@kirti

Top Tweeters in G2:
@nytimes
@financialtimes
@grjenkin
@czleft
@th1rt3en_tm
@sciam
@yokofakun
@tpointu
@this0499154500
@mar

Top Tweeters in G3:
@digtalhumanatee
@real_person_dh
@ferli90
@archasa
@derguenther
@benwbrum
@prometheus_ev
@t_winnerling
@rsprugnoli
@ruthahnert

Top Tweeters in G4:
@cerstinmahlow
@botlabhd
@true_mxp
@dashboarddr
@cliovis
@rd_palmer
@migueljogja
@xmlteicz
@marianicoletap
@mirelard

Top Tweeters in G5:
@lemondefr
@icilondres
@lemonde_science
@delphinepapin
@lm_encartes
@flavieholzinger
@picardfloriane
@jben_martinez
@audreylagadec4

Top Tweeters in G6:
@emresevinc
@heenrik
@rodrigobcerq
@alexrindvis
@datavizperu

Top Tweeters in G7:
@pyscalellc
@_jakashi
@datavizadventur
@diversityindata

Top Tweeters in G8:
@fabriciosx
@powerplatfrmbot
@utibeabasijacob
@kkt_tweet

Top Tweeters in G9:
@chronotope
@glitch
@jennschiffer

Top Tweeters in G10:
@chriseidhof
@liscio


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