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infoviz OR infovis_2021-12-30_17-44-42.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3FHZcZb
@infovis_
@msjonesnyc
@niaa89
@mariano_zafra
@mispproject
@mena_gibran
@lm_encartes
@kanarinka
@fmontecruz
@info_universal

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

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, 31 December 2021 at 01:44 UTC.

The requested start date was Friday, 31 December 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, 15-hour, 2-minute period from Friday, 17 December 2021 at 03:17 UTC to Wednesday, 29 December 2021 at 18:19 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 : 148
Edges With Duplicates : 240
Total Edges : 388
Number of Edge Types : 5
Tweet : 41
Mentions : 92
Retweet : 91
MentionsInRetweet : 152
Replies to : 12
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.0443349753694581
Reciprocated Edge Ratio : 0.0849056603773585
Connected Components : 17
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 303
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.439228
Graph Density : 0.00923666782851168
Modularity : 0.401396
NodeXL Version : 1.0.1.447
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, 31 December 2021 at 01:44 UTC.

The requested start date was Friday, 31 December 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, 15-hour, 2-minute period from Friday, 17 December 2021 at 03:17 UTC to Wednesday, 29 December 2021 at 18:19 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.rafael-araujo.com/
[2] https://socks-studio.com/2017/02/13/constructing-abstraction-pablo-picassos-constellation-drawings-1924/
[2] https://www.interaction-design.org/courses/information-visualization-infovis?utm_source=twitter&utm_medium=post
[2] https://www.youtube.com/watch?v=mP1xQ9opHG8

[1] https://hclwizard.org/
[1] http://geotests.net/couleurs/frequences_en.html#ce
[1] https://www.rapidtables.com/convert/color/hex-to-rgb.html
[1] https://icolorpalette.com/color-palette-from-images
[1] http://cu-visualab.org/ColorCrafter/
[1] https://medialab.github.io/iwanthue/

Top URLs in Tweet in G1:
[2] https://socks-studio.com/2017/02/13/constructing-abstraction-pablo-picassos-constellation-drawings-1924/
[2] https://www.rafael-araujo.com/
[1] https://www.washingtonpost.com/world/interactive/2021/afghan-taliban-escape-resettlement/
[1] https://www.usatoday.com/in-depth/graphics/2021/12/23/kentucky-tornados-mayfield-damage-recovery-rebuilding/8911131002/
[1] https://bit.ly/3efzGhN
[1] https://bit.ly/3JfZ1H0
[1] https://www.domestika.org/en/courses/2495-data-visualization-and-information-design-create-a-visual-model/federica_fragapane
[1] https://twitter.com/INFOVIS_/status/1469731333266034690
[1] https://www.linkedin.com/pulse/data-visualization-lisboa-learning-year-review-/?trackingId=8mOJtx4HQ0S4xbKIK5jIsw%3D%3D
[1] https://twitter.com/NYTimesPR/status/1471829946427490305

Top URLs in Tweet in G2:
[1] https://www.misp-project.org/

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=mP1xQ9opHG8

[1] https://stories.mundodeportivo.com/futbol/20211222/43070/datos-10-anos-simeone
[1] https://open.spotify.com/episode/2y57Pn1fVnvbnKAffNAWLl?si=3940e9bb29c248e3
[1] https://twitter.com/HablaInfografia/status/1473272956591685634
[1] https://www.youtube.com/watch?v=j4fW-yGrJOQ

[1] https://twitter.com/malaga/status/1472171418125283329

Top URLs in Tweet in G5:
[2] https://www.interaction-design.org/courses/information-visualization-infovis?utm_source=twitter&utm_medium=post
[1] https://infovis-wiki.net/wiki/Lie_Factor
[1] https://emploi.cnrs.fr/Offres/CDD/USR3130-CAMROT-019/Default.aspx

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=cAX-rBRlIQc


Top URLs in Tweet in G7:
[1] https://www.bloomberg.com/graphics/2021-opinion-how-to-wear-face-mask-tactically-best-covid-protection/?utm_campaign=socialflow-organic&utm_source=twitter&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_medium=social
[1] https://www.bloomberg.com/news/articles/2021-12-16/chinese-spies-accused-of-using-huawei-in-secret-australian-telecom-hack?utm_source=twitter&utm_medium=social&utm_campaign=socialflow-organic&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics
[1] https://www.bloomberg.com/news/articles/2021-12-17/turkey-2023-presidential-election-anger-over-prices-threatens-erdogan?utm_content=graphics&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_medium=social
[1] https://www.bloomberg.com/graphics/2021-in-graphics/?cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_campaign=socialflow-organic&utm_source=twitter&utm_content=graphics
[1] https://www.bloomberg.com/opinion/articles/2021-12-20/one-year-after-brexit-boris-johnson-faces-a-mess-of-trade-and-tories?utm_source=twitter&utm_medium=social&utm_campaign=socialflow-organic&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics
[1] https://www.bloomberg.com/graphics/2021-in-graphics/?srnd=graphics-v2&sref=w8mEqFdc#charity

Top URLs in Tweet in G8:
[1] https://elpais.com/espana/madrid/2021-12-27/15000-mesas-y-40000-sillas-asi-se-han-multiplicado-las-terrazas-en-madrid.html

Top URLs in Tweet in G9:
[1] https://twitter.com/socialtic/status/1472660142948814851

Top URLs in Tweet in G10:
[1] https://www.lemonde.fr/sciences/visuel/2021/12/22/telescope-james-webb-un-titan-dans-l-espace_6106990_1650684.html

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[6] bloomberg.com
[4] youtube.com
[2] bit.ly
[2] rafael-araujo.com
[2] socks-studio.com
[2] interaction-design.org
[1] hclwizard.org
[1] geotests.net
[1] rapidtables.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] socks-studio.com
[2] rafael-araujo.com
[2] bit.ly
[1] washingtonpost.com
[1] usatoday.com
[1] domestika.org
[1] linkedin.com
[1] nytco.com

Top Domains in Tweet in G2:
[1] misp-project.org

Top Domains in Tweet in G3:
[3] youtube.com
[2] twitter.com
[1] mundodeportivo.com
[1] spotify.com

Top Domains in Tweet in G5:
[2] interaction-design.org
[1] infovis-wiki.net
[1] cnrs.fr

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G7:
[6] bloomberg.com

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

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

Top Domains in Tweet in G10:
[1] lemonde.fr

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



Top Hashtags in Tweet in G1:
[7] dataviz
[2] nasawebb
[2] freddiemercury
[2] freddiemercury30
[2] vislisreview
[2] workinprogress
[2] daviz
[2] dataly
[2] christmaseve
[2] cdnmedia

Top Hashtags in Tweet in G2:
[1] infovis
[1] cti
[1] threatintel

Top Hashtags in Tweet in G3:
[5] podcast
[5] infografía
[5] datavis
[2] dataviz
[1] elgordo
[1] loterianavidad

Top Hashtags in Tweet in G5:
[2] infoviz
[2] ux
[2] design
[2] dataviz
[1] emploi
[1] offreemploi
[1] recrutement
[1] infovis
[1] retrospectivasecti
[1] infodesign

Top Hashtags in Tweet in G6:
[1] journalismai

Top Words
Top Words in Tweet in Entire Graph:
[36] infovis_
[29] visualization
[28] many
[27] misp
[27] 152
[27] release
[27] improvements
[27] such
[27] timeline
[27] view

Top Words in Tweet in G1:
[7] infovis_
[7] #dataviz
[6] info_universal
[6] bbgvisualdata
[5] second
[5] hablainfografia
[4] infografía
[4] 2021
[4] graphics
[4] fin

Top Words in Tweet in G2:
[27] misp
[27] 152
[27] release
[27] many
[27] improvements
[27] such
[27] timeline
[27] visualization
[27] view
[27] pictures

Top Words in Tweet in G3:
[27] infovis_
[16] hablainfografia
[16] paso
[13] errerod
[12] episodio
[10] infografía
[8] jcarlosjramirez
[8] time
[8] lapse
[8] mostré

Top Words in Tweet in G4:
[2] infovis_
[2] chicapoderosamx
[2] emily_m_eng
[2] efespinozaa
[2] kellybkrause
[2] isabelmeirelles
[2] szucsi
[2] sonjakuijpers
[2] mesabree
[2] brittharr

Top Words in Tweet in G5:
[2] berlin
[2] #infoviz
[2] check
[2] beginner
[2] level
[2] #ux
[2] #design
[2] course
[2] information
[2] visualization

Top Words in Tweet in G7:
[2] bopinion
[2] more
[2] thereseraphael1
[2] security
[2] best

Top Words in Tweet in G8:
[2] 000

Top Words in Tweet in G10:
[2] télescope

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] misp,152
[27] 152,release
[27] release,many
[27] many,improvements
[27] improvements,such
[27] such,timeline
[27] timeline,visualization
[27] visualization,view
[27] view,pictures
[27] pictures,each

Top Word Pairs in Tweet in G1:
[4] excited,announce
[3] hablainfografia,infovis_
[3] graphics,editor
[2] unsettled,searching
[2] searching,home
[2] home,escaping
[2] escaping,taliban
[2] taliban,rubymellen
[2] rubymellen,siobhan_ogrady
[2] siobhan_ogrady,ezzatullah

Top Word Pairs in Tweet in G2:
[27] misp,152
[27] 152,release
[27] release,many
[27] many,improvements
[27] improvements,such
[27] such,timeline
[27] timeline,visualization
[27] visualization,view
[27] view,pictures
[27] pictures,each

Top Word Pairs in Tweet in G3:
[9] hablainfografia,infovis_
[8] time,lapse
[8] lapse,mostré
[8] mostré,semana
[8] semana,pasada
[8] pasada,infovis_
[8] infovis_,paso
[8] paso,paso
[8] paso,elaboración
[8] elaboración,infografía

Top Word Pairs in Tweet in G4:
[2] chicapoderosamx,emily_m_eng
[2] emily_m_eng,efespinozaa
[2] efespinozaa,kellybkrause
[2] kellybkrause,isabelmeirelles
[2] isabelmeirelles,szucsi
[2] szucsi,sonjakuijpers
[2] sonjakuijpers,mesabree
[2] mesabree,brittharr
[2] schwandtinfo,rjnskl
[2] rjnskl,viegasf

Top Word Pairs in Tweet in G5:
[2] check,beginner
[2] beginner,level
[2] level,#ux
[2] #ux,#design
[2] #design,course
[2] course,information
[2] information,visualization

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@infovis_
@mispproject
@hablainfografia
@errerod
@jcarlosjramirez
@info_universal
@bbgvisualdata
@bopinion
@encarnihinojosa
@tmarcoh

Top Mentioned in G1:
@bbgvisualdata
@infovis_
@info_universal
@hablainfografia
@encarnihinojosa
@errerod
@tmarcoh
@rubymellen
@siobhan_ogrady
@juledurg

Top Mentioned in G2:
@mispproject

Top Mentioned in G3:
@infovis_
@hablainfografia
@errerod
@jcarlosjramirez
@mundodeportivo
@simeone
@ferranmorales
@javigomara
@loterias_es

Top Mentioned in G4:
@chicapoderosamx
@emily_m_eng
@efespinozaa
@kellybkrause
@isabelmeirelles
@szucsi
@sonjakuijpers
@mesabree
@brittharr
@schwandtinfo

Top Mentioned in G5:
@interacting

Top Mentioned in G6:
@datacritica
@feragru
@clip_americalat
@lanacionarg
@revistaazmina

Top Mentioned in G7:
@bopinion
@thereseraphael1
@bbgvisualdata
@sooo__phie

Top Mentioned in G8:
@borjandrinot
@patriciarblanco
@danielegrasso
@michaelmina_lab

Top Mentioned in G9:
@socialtic
@ladelentes
@silvanavf

Top Mentioned in G10:
@passeursciences
@audreylagadec4
@lemonde_science

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@globeandmail
@nytimes
@mundodeportivo
@nationalpost
@torontostar
@laprovincia_es
@diariosur
@bopinion
@miniver

Top Tweeters in G1:
@globeandmail
@nytimes
@nationalpost
@torontostar
@peiguardian
@domestika
@centro_news
@nytimespr
@cedscherer
@nasawebb

Top Tweeters in G2:
@take_gattcha
@cybsecbot
@gh0std4ncer
@xme
@sebdraven
@tuxpanik
@adulau
@nedfire23
@samitainio
@thetechhouseuk

Top Tweeters in G3:
@mundodeportivo
@diariosur
@ldavelouis
@journalifez
@javigomara
@loterias_es
@jcarlosjramirez
@ferranmorales
@encarnihinojosa
@errerod

Top Tweeters in G4:
@sonjakuijpers
@niaa89
@reschefski
@chicapoderosamx
@mesabree
@rjnskl
@isabelmeirelles
@daisychungart
@unamandita
@infografikapl

Top Tweeters in G5:
@emploicnrs
@interacting
@felipecortez
@nalsi
@sectibahia
@t_kovala
@datavizadventur

Top Tweeters in G6:
@lanacionarg
@mena_gibran
@revistaazmina
@clip_americalat
@feragru
@datacritica

Top Tweeters in G7:
@bopinion
@maxabelson
@bbgvisualdata
@thereseraphael1
@sooo__phie

Top Tweeters in G8:
@michaelmina_lab
@danielegrasso
@mariano_zafra
@patriciarblanco
@borjandrinot

Top Tweeters in G9:
@socialtic
@silvanavf
@kanarinka
@ladelentes

Top Tweeters in G10:
@lemonde_science
@passeursciences
@lm_encartes
@audreylagadec4