infoviz OR infovis, Twitter, 10/8/2021 1:11:06 AM, 264029


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infoviz OR infovis_2021-10-07_17-44-42.xlsx
infoviz OR infovis_2021-10-07_17-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 08, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3uTpOSk
@infovis_
@munmun10
@gtcomputing
@icatgt
@fedfragapane
@mariano_zafra
@lolagars
@pedrojimnez
@wsjgraphics
@info_universal

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

Description:
Description
The graph represents a network of 178 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, 08 October 2021 at 00:45 UTC.

The requested start date was Friday, 08 October 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 12-day, 18-hour, 49-minute period from Friday, 24 September 2021 at 01:29 UTC to Wednesday, 06 October 2021 at 20:19 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 : 178
Unique Edges : 193
Edges With Duplicates : 205
Total Edges : 398
Number of Edge Types : 5
Retweet : 92
MentionsInRetweet : 207
Tweet : 42
Replies to : 6
Mentions : 51
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 32
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 47
Maximum Edges in a Connected Component : 166
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.036812
Graph Density : 0.00822065638291119
Modularity : 0.552694
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 178 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, 08 October 2021 at 00:45 UTC.

The requested start date was Friday, 08 October 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 12-day, 18-hour, 49-minute period from Friday, 24 September 2021 at 01:29 UTC to Wednesday, 06 October 2021 at 20:19 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://ivi.uva.nl/shared/uva/en/vacancies/2021/10/21-791-assistant-professor-of-visual-analytics.html
[2] https://pudding.cool/2018/08/pockets/
[2] https://dataly.es/infografia-vs-visualizacion-de-datos/
[2] https://dataly.es/
[2] https://www.bloomberg.com/graphics/pret-index/?utm_campaign=socialflow-organic&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_medium=social
[2] https://www.elmundo.es/ciencia-y-salud/ciencia/2021/09/20/6148a454fc6c83a37c8b45e5.html
[2] https://www.eluniversal.com.mx/mundo/merkel-la-lider-que-brillo-en-un-mundo-de-hombres
[2] https://econ.trib.al/OIumoam
[2] https://www.rgb2cmyk.org/
[1] https://twitter.com/immersivecola/status/1433239808973819906

Top URLs in Tweet in G1:
[1] https://ic.gatech.edu/about/faculty-hiring

Top URLs in Tweet in G2:
[2] https://www.bloomberg.com/graphics/pret-index/?utm_campaign=socialflow-organic&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_medium=social
[2] https://econ.trib.al/OIumoam
[2] https://www.eluniversal.com.mx/mundo/merkel-la-lider-que-brillo-en-un-mundo-de-hombres
[2] https://www.elmundo.es/ciencia-y-salud/ciencia/2021/09/20/6148a454fc6c83a37c8b45e5.html
[1] https://fundaciongabo.org/es/noticias/5-referentes-del-periodismo-de-datos-en-hispanoamerica-recomendados-por-ginna-morelo
[1] https://www.lanacion.com.ar/sociedad/la-vacunacion-en-la-argentina-en-tiempo-real-nid02022021/
[1] https://www.behance.net/gallery/119713231/The-Memory-of-the-World-Register
[1] https://www.unstableground.org/
[1] https://graphics.reuters.com/INDIA-RIVER/010081TW39P/index.html
[1] https://econ.st/2Y1hcgG

Top URLs in Tweet in G3:
[1] https://vimeo.com/598429189
[1] https://informationplusconference.com/2021/#contributions

Top URLs in Tweet in G4:
[1] https://twitter.com/saranormous/status/1444138166743547904

Top URLs in Tweet in G5:
[1] https://twitter.com/robdimarzo/status/1440709989341941776

Top URLs in Tweet in G7:
[2] https://pudding.cool/2018/08/pockets/

Top URLs in Tweet in G8:
[1] https://twitter.com/StarFeuri/status/1443678727494324230

Top URLs in Tweet in G9:
[1] https://elpais.com/ciencia/2021-09-26/mapa-casa-a-casa-del-avance-del-volcan-de-la-palma-la-lava-alcanza-500-viviendas-y-amenaza-otras-1500.html

Top URLs in Tweet in G10:
[1] https://informationplusconference.com/2021/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] dataviz
[26] infovis
[19] infoviz
[17] ieeevis
[16] visualanalytics
[16] ieeecga
[14] siggraph
[13] albers_lucy
[12] design
[12] durhamcountylib



Top Hashtags in Tweet in G2:
[2] sonntagsgrafik
[2] sndccc
[2] 365days
[2] artchallenge
[2] sciartseptember
[1] polluting
[1] cars
[1] fish
[1] sciart
[1] illustration

Top Hashtags in Tweet in G3:
[7] dataviz
[7] infoviz
[7] design
[6] digitalhumanities
[1] datafam

Top Hashtags in Tweet in G4:
[1] graphs
[1] gpus
[1] infoviz

Top Hashtags in Tweet in G5:
[1] infoviz
[1] infovis

Top Hashtags in Tweet in G6:
[1] clashroyale
[1] infovis

Top Hashtags in Tweet in G7:
[2] dataviz
[1] infovis

Top Hashtags in Tweet in G8:
[4] hci
[4] cscw
[4] academicjobs
[4] informationscience
[4] tei
[4] infovis
[4] cscw2021

Top Hashtags in Tweet in G10:
[4] infoviz
[4] dataviz
[4] design

Top Words
Top Words in Tweet in Entire Graph:
[44] ai
[43] year
[42] icatgt
[42] gtcomputing
[42] hiring
[42] inviting
[42] applications
[42] areas
[42] hci
[42] emphasis

Top Words in Tweet in G1:
[42] icatgt
[42] gtcomputing
[42] hiring
[42] year
[42] inviting
[42] applications
[42] areas
[42] hci
[42] ai
[42] emphasis

Top Words in Tweet in G2:
[4] space
[4] station
[4] influence
[4] hub
[4] interactive
[4] data
[4] éxito
[4] gente
[4] day
[3] world

Top Words in Tweet in G3:
[7] #dataviz
[7] #infoviz
[7] #design
[7] talk
[6] presenting
[6] infoplusconf
[6] week
[6] #digitalhumanities
[6] watch
[5] livingwmachines

Top Words in Tweet in G4:
[6] js
[4] javascript
[4] toolkit
[3] 18
[2] top
[2] libraries
[2] dojo
[2] jquery
[2] google
[2] polymer

Top Words in Tweet in G5:
[15] ـ
[10] ツ
[6] infovis
[6] ก
[5] ツكو
[5] ب
[5] و
[5] ن
[5] نمشــــىのnam141の_
[5] سـي

Top Words in Tweet in G6:
[9] last
[8] average
[8] elixir
[8] correlate
[8] card
[8] cycle
[8] ve
[8] analyzed
[8] decks
[8] used

Top Words in Tweet in G7:
[2] jadiehm
[2] proquesasker
[2] coding
[2] truth
[2] power
[2] women's
[2] pockets
[2] inferior
[2] #dataviz

Top Words in Tweet in G8:
[4] come
[4] work
[4] #hci
[4] #cscw
[4] #academicjobs
[4] #informationscience
[4] #tei
[4] #infovis
[4] #cscw2021
[3] altoombs

Top Words in Tweet in G9:
[2] casa

Top Words in Tweet in G10:
[5] conference
[5] week
[4] information
[4] take
[4] look
[4] #infoviz
[4] #dataviz
[4] #design
[4] talk
[4] videos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] icatgt,gtcomputing
[42] gtcomputing,hiring
[42] hiring,year
[42] year,inviting
[42] inviting,applications
[42] applications,areas
[42] areas,hci
[42] hci,ai
[42] ai,emphasis
[41] munmun10,icatgt

Top Word Pairs in Tweet in G1:
[42] icatgt,gtcomputing
[42] gtcomputing,hiring
[42] hiring,year
[42] year,inviting
[42] inviting,applications
[42] applications,areas
[42] areas,hci
[42] hci,ai
[42] ai,emphasis
[41] munmun10,icatgt

Top Word Pairs in Tweet in G2:
[4] space,station
[4] interactive,data
[2] sales,pret
[2] pret,stores
[2] stores,reached
[2] reached,75
[2] 75,pre
[2] pre,covid
[2] covid,level
[2] grow,adolfux

Top Word Pairs in Tweet in G3:
[7] #infoviz,#design
[6] presenting,infoplusconf
[6] infoplusconf,week
[6] week,#dataviz
[6] #dataviz,#infoviz
[6] #design,#digitalhumanities
[6] #digitalhumanities,watch
[6] watch,talk
[5] livingwmachines,presenting
[5] talk,visuali

Top Word Pairs in Tweet in G4:
[2] top,18
[2] 18,javascript
[2] javascript,libraries
[2] libraries,dojo
[2] dojo,toolkit
[2] toolkit,jquery
[2] jquery,google
[2] google,polymer
[2] polymer,javascript
[2] javascript,infovis

Top Word Pairs in Tweet in G5:
[10] ـ,ツ
[5] ツكو,ب
[5] ب,و
[5] و,ن
[5] ن,ـ
[5] ـ,ـ
[5] ツ,نمشــــىのnam141の_
[5] نمشــــىのnam141の_,سـي
[5] سـي,ـفـى
[5] ـفـى,のpp79の

Top Word Pairs in Tweet in G6:
[8] average,elixir
[8] elixir,correlate
[8] correlate,card
[8] card,cycle
[8] cycle,ve
[8] ve,analyzed
[8] analyzed,decks
[8] decks,used
[8] used,best
[8] best,players

Top Word Pairs in Tweet in G7:
[2] jadiehm,proquesasker
[2] proquesasker,coding
[2] coding,truth
[2] truth,power
[2] power,women's
[2] women's,pockets
[2] pockets,inferior
[2] inferior,#dataviz

Top Word Pairs in Tweet in G8:
[4] come,work
[4] work,#hci
[4] #hci,#cscw
[4] #cscw,#academicjobs
[4] #academicjobs,#informationscience
[4] #informationscience,#tei
[4] #tei,#infovis
[4] #infovis,#cscw2021
[3] altoombs,come

Top Word Pairs in Tweet in G10:
[5] conference,week
[4] information,conference
[4] week,take
[4] take,look
[4] look,#infoviz
[4] #infoviz,#dataviz
[4] #dataviz,#design
[4] #design,talk
[4] talk,videos
[4] videos,already

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@icatgt
@gtcomputing
@munmun10
@infoplusconf
@royaleapi
@livingwmachines
@altoombs
@snd
@oliviafvane
@mattbrehmer

Top Mentioned in G1:
@icatgt
@gtcomputing
@munmun10

Top Mentioned in G2:
@snd
@adolfux
@econdailycharts
@miamiherald
@reuters
@info_universal
@woodwellarctic
@esri
@fruys
@bothness

Top Mentioned in G3:
@infoplusconf
@livingwmachines
@mattbrehmer
@datavizsociety
@kevinwee90

Top Mentioned in G4:
@javascript
@reactjs
@algorithmman
@vuejs
@neo4j
@streamlit
@jupyter
@rapidsai
@djangoproject

Top Mentioned in G6:
@royaleapi

Top Mentioned in G7:
@jadiehm
@proquesasker
@dataandme

Top Mentioned in G8:
@altoombs

Top Mentioned in G9:
@borjandrinot
@kikollan
@sepirdata

Top Mentioned in G10:
@oliviafvane

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@reuters
@wsj
@miamiherald
@jeffbigham
@seemarampersad
@kikollan
@digtalhumanatee
@mia_out
@neo4j

Top Tweeters in G1:
@jeffbigham
@mark_riedl
@etschneider
@meanderingleaf
@gianluca_string
@sachinpendse
@munmun10
@gtcomputing
@ersanyamkhurana
@minsuk_chang

Top Tweeters in G2:
@el_universal_mx
@reuters
@wsj
@miamiherald
@adobe
@unesco
@la_lettura
@maartenzam
@lndata
@vocento

Top Tweeters in G3:
@digtalhumanatee
@botlabhd
@ruthahnert
@datavizsociety
@kevinwee90
@simonstanton
@isabelmeirelles
@adinarenner
@mattbrehmer
@infoplusconf

Top Tweeters in G4:
@neo4j
@lmeyerov
@sunnyus4
@vuejs
@rapidsai
@javascript
@reactjs
@streamlit
@djangoproject
@algorithmman

Top Tweeters in G5:
@thesamemeinthe1
@honeymae
@wynslow_
@victori24949084
@hlmqa
@kellyja22734455
@rashidagordon10
@hollyarceneaux5
@leslies91346686

Top Tweeters in G6:
@white__wolf55
@sk__555
@lordquijano
@royaleapi
@gerardopratico
@rodanous
@echickencherry
@juan21ch

Top Tweeters in G7:
@dataandme
@jadiehm
@proquesasker
@jeanvadams

Top Tweeters in G8:
@fempowertech
@rodmyers22
@rosie_bellini
@altoombs

Top Tweeters in G9:
@kikollan
@sepirdata
@mariano_zafra
@borjandrinot

Top Tweeters in G10:
@seemarampersad
@mia_out
@oliviafvane
@vizcrazy93