infoviz OR infovis, Twitter, 9/10/2021 12:59:06 AM, 261618


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infoviz OR infovis_2021-09-09_17-44-42.xlsx
infoviz OR infovis_2021-09-09_17-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 10, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3hho9Ay
@paolotamag
@datasciencebot_
@infovis_
@mcx83
@nrchtct
@janhorstmannn
@lndata
@sharoz
@graphistry
@sgeoviz

Top hashtags:
#infovis
#dataviz
#datavisualization
#ieeevis
#visualanalytics
#ieeecga
#dataapp
#siggraph

Description:
Description
The graph represents a network of 101 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, 10 September 2021 at 00:44 UTC.

The requested start date was Friday, 10 September 2021 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 11-day, 17-hour, 43-minute period from Friday, 27 August 2021 at 00:05 UTC to Tuesday, 07 September 2021 at 17:49 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 : 101
Unique Edges : 62
Edges With Duplicates : 149
Total Edges : 211
Number of Edge Types : 5
Retweet : 64
MentionsInRetweet : 79
Mentions : 23
Tweet : 39
Replies to : 6
Self-Loops : 41
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 16
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 28
Maximum Edges in a Connected Component : 64
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.284444
Graph Density : 0.01
Modularity : 0.48389
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 101 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, 10 September 2021 at 00:44 UTC.

The requested start date was Friday, 10 September 2021 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 11-day, 17-hour, 43-minute period from Friday, 27 August 2021 at 00:05 UTC to Tuesday, 07 September 2021 at 17:49 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:
[6] https://infovis.fh-potsdam.de/tutorials/infovis02basics.mp4
[4] https://twitter.com/CIMethods/status/1433693494279819293
[3] https://www.knime.com/blog/eight-data-app-designs-with-new-refresh-button
[2] https://twitter.com/DataVizSociety/status/1435235229589979153
[2] http://ow.ly/XDD2102UxBP
[2] https://trib.al/m7RmIMN
[2] https://www.wsj.com/articles/hurricane-ida-did-new-orleanss-flood-system-work-11630277143?st=akpol1njrzgjjnn&reflink=desktopwebshare_twitter
[1] http://geotests.net/couleurs/frequences_en.html#ce
[1] https://www.rapidtables.com/convert/color/hex-to-rgb.html
[1] https://www.rgb2cmyk.org/

Top URLs in Tweet in G1:
[2] https://www.wsj.com/articles/hurricane-ida-did-new-orleanss-flood-system-work-11630277143?st=akpol1njrzgjjnn&reflink=desktopwebshare_twitter
[2] https://trib.al/m7RmIMN
[2] http://ow.ly/XDD2102UxBP
[1] https://www.bloomberg.com/graphics/where-can-travel-coronavirus-update-restrictions-testing-quarantine/?cmpid%3D=socialflow-twitter-graphics&utm_campaign=socialflow-organic&utm_medium=social&utm_content=graphics&utm_source=twitter
[1] https://www.bloomberg.com/news/articles/2021-08-28/one-stuck-box-of-fertilizer-shows-the-global-supply-chain-crisis?utm_source=twitter&utm_campaign=socialflow-organic&utm_content=graphics&utm_medium=social&cmpid%3D=socialflow-twitter-graphics
[1] https://www.bloomberg.com/graphics/2021-hurricane-ida/#sst
[1] https://www.usatoday.com/in-depth/graphics/2021/08/26/images-kabul-suicide-bombings-show-how-attack-took-place/5599824001/
[1] https://www.usatoday.com/in-depth/graphics/2021/08/26/evacuation-from-kabul-airport-risks-explained-graphics/5584313001/
[1] https://wapo.st/3sS5cJq
[1] https://wapo.st/3zsH6aF

Top URLs in Tweet in G2:
[3] https://www.knime.com/blog/eight-data-app-designs-with-new-refresh-button

Top URLs in Tweet in G3:
[1] http://vita.had.co.nz/papers/inference-infovis.pdf

Top URLs in Tweet in G4:
[1] https://infovis.fh-potsdam.de/tutorials/

Top URLs in Tweet in G6:
[6] https://infovis.fh-potsdam.de/tutorials/infovis02basics.mp4

Top URLs in Tweet in G8:
[1] https://twitter.com/immersivecola/status/1433239808973819906

Top URLs in Tweet in G9:
[4] https://twitter.com/CIMethods/status/1433693494279819293

Top URLs in Tweet in G10:
[1] https://twitter.com/noseconexoes/status/1434601059096436744

Top Domains
Top Domains in Tweet in Entire Graph:
[9] twitter.com
[7] fh-potsdam.de
[3] knime.com
[3] bloomberg.com
[2] dataly.es
[2] ow.ly
[2] usatoday.com
[2] wapo.st
[2] trib.al
[2] wsj.com

Top Domains in Tweet in G1:
[3] bloomberg.com
[2] wsj.com
[2] trib.al
[2] ow.ly
[2] usatoday.com
[2] wapo.st
[1] snd.org

Top Domains in Tweet in G2:
[3] knime.com

Top Domains in Tweet in G3:
[1] co.nz

Top Domains in Tweet in G4:
[1] fh-potsdam.de

Top Domains in Tweet in G6:
[6] fh-potsdam.de

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

Top Domains in Tweet in G9:
[4] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] infovis
[24] dataviz
[21] datavisualization
[18] ieeevis
[17] visualanalytics
[16] ieeecga
[15] dataapp
[13] siggraph
[12] datavis
[11] albers_lucy



Top Hashtags in Tweet in G1:
[2] afp
[2] afpgraphics
[2] malofiej
[2] urbansketchers
[2] fbf
[1] monitorln
[1] dataviz

Top Hashtags in Tweet in G2:
[14] dataapp
[3] knime
[3] visualanalytics
[3] guidedanalytics
[2] dataviz
[2] dataapps
[2] webapplication
[1] visualprogramming
[1] infoviz
[1] opensource

Top Hashtags in Tweet in G4:
[8] datavisualization
[1] dataviz
[1] learning
[1] course
[1] python

Top Hashtags in Tweet in G5:
[1] rxjs
[1] webgl2

Top Hashtags in Tweet in G6:
[7] datavisualization
[6] datavis
[6] infovis
[1] dataapp

Top Hashtags in Tweet in G7:
[2] infoviz

Top Hashtags in Tweet in G8:
[6] melvis
[6] ieeevis
[6] datavis
[1] infovis
[1] datavisualization

Top Hashtags in Tweet in G9:
[4] rstats
[4] hci
[4] python
[4] dataviz
[4] infovis
[4] digitalhumanities
[4] dh
[4] ai
[4] networks
[4] sicss

Top Words
Top Words in Tweet in Entire Graph:
[27] #infovis
[24] #dataviz
[21] #datavisualization
[21] blog
[18] #ieeevis
[17] #visualanalytics
[16] #ieeecga
[16] term
[15] paolotamag
[15] supper

Top Words in Tweet in G1:
[8] ida
[6] hurricane
[5] international
[4] one
[4] covid
[3] life
[3] hamid
[3] karzai
[3] airport
[3] bbgvisualdata

Top Words in Tweet in G2:
[20] blog
[14] paolotamag
[14] supper
[14] happy
[14] share
[14] refresh
[14] button
[14] widget
[14] develop
[14] #dataapp

Top Words in Tweet in G3:
[16] term
[10] vis
[5] sharoz
[5] academic
[5] viz
[5] industry
[5] name
[5] conference
[5] datavis
[5] dataviz

Top Words in Tweet in G4:
[8] corso
[8] completo
[8] sulla
[8] #datavisualization
[8] information
[8] visualization
[8] tenuto
[8] all'università
[8] postdam
[8] potete

Top Words in Tweet in G5:
[4] gpu
[3] ui
[3] remote
[3] infoviz
[2] full
[2] stack
[2] contract
[2] cloud
[2] launch
[2] graph

Top Words in Tweet in G6:
[7] #datavisualization
[6] one
[6] love
[6] slides
[6] marian
[6] dörk
[6] nrchtct
[6] #datavis
[6] #infovis
[5] janhorstmannn

Top Words in Tweet in G7:
[4] former
[4] researcher
[4] pie
[3] charts
[2] see
[2] #infoviz
[2] serious
[2] infoviz
[2] generally
[2] against

Top Words in Tweet in G8:
[6] join
[6] #melvis
[6] 27
[6] 29
[6] oct
[6] local
[6] timezone
[6] program
[6] #ieeevis
[6] 2021

Top Words in Tweet in G9:
[4] #rstats
[4] #hci
[4] #python
[4] #dataviz
[4] #infovis
[4] #digitalhumanities
[4] #dh
[4] #ai
[4] #networks
[4] #sicss

Top Words in Tweet in G10:
[6] infovis
[6] lt
[4] كـ
[4] ؤن
[4] ـ
[2] depends
[2] network
[2] information
[2] security
[2] shortened

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] #dataviz,#infovis
[15] supper,happy
[15] happy,share
[15] share,blog
[15] blog,refresh
[15] refresh,button
[15] button,widget
[15] widget,develop
[15] develop,#dataapp
[14] paolotamag,supper

Top Word Pairs in Tweet in G1:
[4] hurricane,ida
[3] hamid,karzai
[3] karzai,international
[3] international,airport
[2] l'essence,plomb
[2] plomb,n'est
[2] n'est,plus
[2] plus,utilisée
[2] utilisée,aucun
[2] aucun,pays

Top Word Pairs in Tweet in G2:
[14] supper,happy
[14] happy,share
[14] share,blog
[14] blog,refresh
[14] refresh,button
[14] button,widget
[14] widget,develop
[14] develop,#dataapp
[13] paolotamag,supper
[13] #dataapp,#vis

Top Word Pairs in Tweet in G3:
[5] vis,academic
[5] academic,term
[5] term,viz
[5] viz,industry
[5] industry,term
[5] term,vis
[5] vis,name
[5] name,conference
[5] conference,datavis
[5] datavis,dataviz

Top Word Pairs in Tweet in G4:
[8] corso,completo
[8] completo,sulla
[8] sulla,#datavisualization
[8] #datavisualization,information
[8] information,visualization
[8] visualization,tenuto
[8] tenuto,all'università
[8] all'università,postdam
[8] postdam,potete
[8] potete,trovare

Top Word Pairs in Tweet in G5:
[2] full,stack

Top Word Pairs in Tweet in G6:
[6] one,love
[6] love,slides
[6] slides,marian
[6] marian,dörk
[6] dörk,nrchtct
[6] nrchtct,#datavisualization
[6] #datavisualization,#datavis
[6] #datavis,#infovis
[5] janhorstmannn,one

Top Word Pairs in Tweet in G7:
[3] pie,charts
[2] former,#infoviz
[2] #infoviz,researcher
[2] former,infoviz
[2] infoviz,researcher
[2] researcher,generally
[2] generally,against

Top Word Pairs in Tweet in G8:
[6] join,#melvis
[6] #melvis,27
[6] 27,29
[6] 29,oct
[6] oct,local
[6] local,timezone
[6] timezone,program
[6] program,#ieeevis
[6] #ieeevis,2021
[6] 2021,sign

Top Word Pairs in Tweet in G9:
[4] #rstats,#hci
[4] #hci,#python
[4] #python,#dataviz
[4] #dataviz,#infovis
[4] #infovis,#digitalhumanities
[4] #digitalhumanities,#dh
[4] #dh,#ai
[4] #ai,#networks
[4] #networks,#sicss
[4] #sicss,#css

Top Word Pairs in Tweet in G10:
[4] lt,كـ
[2] infovis,depends
[2] network,information
[2] information,security
[2] security,shortened
[2] shortened,infovis
[2] كـ,ــؤب
[2] ــؤب,ؤن
[2] ؤن,gt
[2] gt,lt

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@paolotamag
@mcx83
@nrchtct
@janhorstmannn
@sharoz
@sgeoviz
@cimethods
@bbgvisualdata
@dataly_es
@rapidsai

Top Mentioned in G1:
@bbgvisualdata
@unep
@lndata
@wsj
@infoplusconf
@postgraphics
@usatgraphics
@uninoticias
@globalfund
@tpointu

Top Mentioned in G2:
@paolotamag

Top Mentioned in G3:
@sharoz
@rickcarlsson
@jamesheathers
@hardsci
@hadleywickham
@steamtraen

Top Mentioned in G4:
@mcx83

Top Mentioned in G5:
@rapidsai
@reactjs
@nodejs
@djangoproject
@nvidia
@dask_dev

Top Mentioned in G6:
@nrchtct
@janhorstmannn
@mcx83
@paolotamag

Top Mentioned in G7:
@karolinskainst
@matsxekberg

Top Mentioned in G8:
@sgeoviz

Top Mentioned in G9:
@cimethods

Top Tweeters
Top Tweeters in Entire Graph:
@discovertech3
@fabriciosx
@lanacion
@wsj
@uninoticias
@the404code
@opensource_orgs
@blkhwk0ps
@datasciencebot_
@v_i_o_l_a

Top Tweeters in G1:
@wsj
@uninoticias
@fivethirtyeight
@unep
@tpointu
@globalfund
@postgraphics
@bbgvisualdata
@infowetrust
@snd

Top Tweeters in G2:
@discovertech3
@the404code
@opensource_orgs
@dmr_rosaria
@paolotamag
@kuriooos
@knimwest_jp
@keepthecamino
@luarteag77
@somedatastuff

Top Tweeters in G3:
@steamtraen
@hadleywickham
@hardsci
@jamesheathers
@janwillemtulp
@yuyincp
@sharoz
@matt_craddock
@rickcarlsson
@datagistips

Top Tweeters in G4:
@blkhwk0ps
@alix_lex
@fabiazep
@mcx83
@_matteotroia
@paoloraineri
@massimosanti
@loristissino

Top Tweeters in G5:
@nvidia
@lmeyerov
@nodejs
@rapidsai
@reactjs
@dask_dev
@graphistry
@djangoproject

Top Tweeters in G6:
@datasciencebot_
@v_i_o_l_a
@dandanzone
@nrchtct
@wagnercosima
@janhorstmannn
@jennyostrop

Top Tweeters in G7:
@annikatyckeratt
@galinash
@matsxekberg
@nilsengineer
@karolinskainst
@chrxstxphx

Top Tweeters in G8:
@merelymark
@aliebman
@sgeoviz
@greenveggie_
@madhuka_designs
@kuntingchen1

Top Tweeters in G9:
@digtalhumanatee
@botlabhd
@geospatial_py
@cimethods

Top Tweeters in G10:
@vitufagundes
@seknufuk1
@nafiyesongul
@cabilin_bella