infoviz OR infovis, Twitter, 10/23/2020 12:53:14 AM, 238497


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infoviz OR infovis_2020-10-22_17-44-42.xlsx
infoviz OR infovis_2020-10-22_17-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 23, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/35ovlUS
@infovis_
@jzarracina
@ieeevis
@tmrhyne
@popaylove
@vis4dh
@ploscri
@chiquiesteban
@jfischman
@dasanchez__

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

Description:
Description
The graph represents a network of 308 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, 23 October 2020 at 00:45 UTC.

The requested start date was Friday, 23 October 2020 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 13-day, 14-hour, 50-minute period from Friday, 09 October 2020 at 04:43 UTC to Thursday, 22 October 2020 at 19:33 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 : 308
Unique Edges : 236
Edges With Duplicates : 515
Total Edges : 751
Number of Edge Types : 5
Retweet : 202
MentionsInRetweet : 265
Tweet : 121
Mentions : 151
Replies to : 12
Self-Loops : 124
Reciprocated Vertex Pair Ratio : 0.036144578313253
Reciprocated Edge Ratio : 0.0697674418604651
Connected Components : 40
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 440
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.603677
Graph Density : 0.0036380557553196
Modularity : 0.409226
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 308 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, 23 October 2020 at 00:45 UTC.

The requested start date was Friday, 23 October 2020 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 13-day, 14-hour, 50-minute period from Friday, 09 October 2020 at 04:43 UTC to Thursday, 22 October 2020 at 19:33 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:
[12] https://vis4dh.dbvis.de/papers/
[4] https://www.usatoday.com/in-depth/graphics/2020/10/09/visualizing-those-exposed-to-covid-19-by-trump-white-house-superspreader-outbreak/5927865002/
[4] https://www.researchgate.net/publication/344486368_Cartographic_Relief_Shading_with_Neural_Networks
[3] https://mkorostoff.github.io/1-pixel-wealth/
[2] https://ft.trib.al/AiyBCIj
[2] https://ft.trib.al/e1EiXeH
[2] https://ft.trib.al/PEK24Fx
[2] https://ft.trib.al/RnX2PxX
[2] https://ft.trib.al/K7x4nou
[2] https://www.lanacion.com.ar/2485523

Top URLs in Tweet in G1:
[2] https://ft.trib.al/AiyBCIj
[2] https://trib.al/VjpgoIa
[2] https://www.nytimes.com/interactive/2020/10/10/us/trump-covid-isolation.html
[2] https://trib.al/B9ImTNT
[2] https://www.elperiodico.com/es/tenis/20200928/bolas-anti-nadal-roland-garros-8131422?utm_source=twitter&utm_medium=social&utm_campaign=btn-share
[2] https://babel.hathitrust.org/cgi/pt?id=uiug.30112112481889&view=thumb&seq=1
[2] https://www.flickr.com/photos/infografiapublico/albums/72157627441076067
[2] https://www.bloomberg.com/graphics/2020-election-senate-races/south-carolina.html?utm_content=graphics&utm_medium=social&utm_source=twitter&cmpid%3D=socialflow-twitter-graphics&utm_campaign=socialflow-organic
[2] https://www.bloomberg.com/graphics/2020-coronavirus-where-is-the-us-on-the-curve/?utm_content=graphics&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&cmpid%3D=socialflow-twitter-graphics
[2] https://www.bloomberg.com/graphics/2020-british-pound-gbpusd-reacts-to-brexit-deal/?utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_medium=social&utm_content=graphics

Top URLs in Tweet in G2:
[1] https://imld.de/en/research/research-projects/parvis-personal-augmented-reality-for-infovis/
[1] https://www.youtube.com/watch?v=aM0_Ls9oZFg&feature=youtu.be

[1] http://hcil.snu.ac.kr/research/comparative-layouts-revisited
[1] https://arxiv.org/abs/2010.05723
[1] https://arxiv.org/abs/2007.14516
[1] https://osf.io/t74da/
[1] https://twitter.com/ieeevis/status/1317855457155768320

Top URLs in Tweet in G3:
[12] https://vis4dh.dbvis.de/papers/
[2] https://link.medium.com/qkSI30AMwab
[2] https://neurosciencenews.com/color-universal-feeling-17010/
[1] https://eagereyes.org/blog/2020/more-things-to-do-at-vis-beliv-vislies-social-media-meetup-etc
[1] https://link.medium.com/qxl3Ed8EF6
[1] https://link.medium.com/IPokhhgnIab
[1] https://link.medium.com/mISjmPtWJab
[1] https://www.linkedin.com/slink?code=d5f9rxm
[1] https://www.linkedin.com/slink?code=dffGnpM
[1] https://twitter.com/VisInPractice/status/1311360050443644930

Top URLs in Tweet in G4:
[3] https://www.usatoday.com/in-depth/graphics/2020/10/09/visualizing-those-exposed-to-covid-19-by-trump-white-house-superspreader-outbreak/5927865002/
[2] https://www.usatoday.com/in-depth/graphics/2020/10/18/improving-indoor-air-quality-prevent-covid-19/3566978001/
[1] https://www.usatoday.com/pages/interactives/082016-osiris-graphic/
[1] https://www.usatoday.com/in-depth/news/health/2020/09/24/rapid-cheap-covid-tests-ready-but-regulatory-barriers-remain/5824882002/
[1] https://www.usatoday.com/in-depth/graphics/2020/10/13/flu-covid-19-how-tell-difference-seasonal-influenza/5880649002/
[1] https://www.usatoday.com/in-depth/news/investigations/2020/10/07/likely-rose-garden-covid-superspreader-white-house-drew-hundreds/3636925001/
[1] https://www.usatoday.com/story/news/investigations/2020/10/09/trump-suggested-he-got-covid-19-gold-star-event-experts-disagree/5936784002/

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=XmYNISBjL_Q

[1] https://infovis.fh-potsdam.de/tutorials/
[1] https://netinterest.substack.com/p/the-cartographers-of-finance
[1] http://feeds.feedburner.com/~r/jornalgrandebahia/~3/YZAP9i9_mCc/?utm_source=feedburner&utm_medium=twitter&utm_campaign=jornalgrandebah
[1] https://www.jornalgrandebahia.com.br/2020/10/site-infovis-apresenta-painel-sobre-dados-da-demografia-da-bahia/
[1] https://twitter.com/dangoodspeed/status/1315820874969341953
[1] https://www.evl.uic.edu/creativecoding/pdfs/Forbes_TagRiver_VisWeek2011.pdf
[1] http://infoviz.ch
[1] https://tweetedtimes.com/jemoraz?s=tnp
[1] https://tweetedtimes.com/topic/rtkrum/cool-infographics-people?s=tnp

Top URLs in Tweet in G6:
[2] https://www.lanacion.com.ar/2350330
[1] https://www.lanacion.com.ar/2426476
[1] https://www.lanacion.com.ar/2485523
[1] https://www.lanacion.com.ar/sociedad/la-segunda-ola-como-imprudencia-hizo-renacer-nid2389912

Top URLs in Tweet in G7:
[2] http://datagramas.cl/courses/infovis/10_redes/#edge-bundling
[1] http://datagramas.cl/courses/infovis/11_practicas/
[1] http://datagramas.cl/courses/infovis/

Top URLs in Tweet in G8:
[1] https://www.weblyzard.com/us-election-2020-web-monitor/

Top URLs in Tweet in G9:
[1] https://www.infovis.org/pipermail/infovis/2020-September/001605.html

Top URLs in Tweet in G10:
[1] https://www.washingtonpost.com/graphics/2020/climate-environment/north-complex-fire-california-climate-change/

Top Domains
Top Domains in Tweet in Entire Graph:
[20] trib.al
[20] twitter.com
[12] medium.com
[12] usatoday.com
[12] dbvis.de
[9] bloomberg.com
[9] wsj.com
[7] nytimes.com
[6] com.ar
[5] ft.com

Top Domains in Tweet in G1:
[20] trib.al
[9] bloomberg.com
[8] wsj.com
[7] twitter.com
[6] nytimes.com
[5] ft.com
[4] nyti.ms
[3] latimes.com
[2] usatoday.com
[2] elperiodico.com

Top Domains in Tweet in G2:
[2] arxiv.org
[1] imld.de
[1] youtube.com
[1] ac.kr
[1] osf.io
[1] twitter.com

Top Domains in Tweet in G3:
[12] medium.com
[12] dbvis.de
[7] twitter.com
[4] linkedin.com
[2] neurosciencenews.com
[1] eagereyes.org
[1] algorithmia.com
[1] sciviscolor.org
[1] geotests.net

Top Domains in Tweet in G4:
[10] usatoday.com

Top Domains in Tweet in G5:
[2] twitter.com
[2] youtube.com
[2] tweetedtimes.com
[1] fh-potsdam.de
[1] substack.com
[1] feedburner.com
[1] com.br
[1] uic.edu
[1] infoviz.ch
[1] ieee.org

Top Domains in Tweet in G6:
[5] com.ar

Top Domains in Tweet in G7:
[4] datagramas.cl

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

Top Domains in Tweet in G9:
[1] infovis.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[60] dataviz
[52] infovis
[27] visualanalytics
[26] ieeevis
[20] siggraph
[17] ieeecga
[15] albersloc
[14] colourlovers
[14] albers_lucy
[13] durhamcountylib



Top Hashtags in Tweet in G1:
[11] dataviz
[5] datavisualization
[3] portfolioday
[2] covid19
[2] infovis2020
[2] debates2020
[2] d3js
[2] nadal
[2] rolandgarros2020
[2] tenis

Top Hashtags in Tweet in G2:
[7] infovis
[5] ieeevis
[1] genomics
[1] dataviz
[1] preprint
[1] biovis

Top Hashtags in Tweet in G3:
[42] infovis
[39] dataviz
[25] visualanalytics
[20] siggraph
[18] ieeevis
[17] ieeecga
[15] albersloc
[14] albers_lucy
[14] colourlovers
[13] durhamcountylib

Top Hashtags in Tweet in G5:
[1] discoverysprint
[1] infoviz
[1] bigdata
[1] enterprisesolutions
[1] sharewhatyouread
[1] ivissemproject
[1] infovis
[1] ssem
[1] opendata

Top Hashtags in Tweet in G6:
[1] coronavirusargentina
[1] coronavirusenargentina
[1] coronavirus

Top Hashtags in Tweet in G8:
[5] storytelling
[1] election2020
[1] uselection2020
[1] research
[1] datascience
[1] bigdata
[1] infoviz
[1] visualanalytics

Top Words
Top Words in Tweet in Entire Graph:
[60] #dataviz
[51] #infovis
[39] more
[36] covid
[36] ieeevis
[34] data
[31] 19
[30] infovis
[28] 2020
[27] #visualanalytics

Top Words in Tweet in G1:
[25] covid
[21] 19
[19] more
[16] trump
[14] state
[13] coronavirus
[12] many
[12] election
[11] #dataviz
[11] maps

Top Words in Tweet in G2:
[35] ieeevis
[18] strategies
[18] chart
[18] users
[18] rely
[18] make
[18] judgments
[18] decisions
[18] uncertainty
[18] visualizations

Top Words in Tweet in G3:
[41] #infovis
[39] #dataviz
[25] #visualanalytics
[20] #siggraph
[18] #ieeevis
[17] #ieeecga
[15] #albersloc
[14] #albers_lucy
[14] #colourlovers
[13] wheeling

Top Words in Tweet in G4:
[7] covid
[6] 19
[6] usatoday
[5] trump
[5] people
[4] usatgraphics
[3] exposed
[3] more
[3] air
[2] contact

Top Words in Tweet in G5:
[9] infovis
[5] data
[4] visualization
[4] more
[4] infoviz
[3] interesting
[3] see
[3] used
[2] information
[2] hci

Top Words in Tweet in G6:
[3] co
[3] lncreativa
[2] amba
[2] base
[2] información
[2] datos
[2] abiertos
[2] msalnacion
[2] especial
[2] nicassese

Top Words in Tweet in G7:
[3] polarbearby
[2] zorzalerrante
[2] soydgo
[2] explicación
[2] estã
[2] disponible
[2] unidad
[2] buenas
[2] prã
[2] cticas

Top Words in Tweet in G8:
[5] visual
[5] #storytelling
[5] detecting
[5] visualizing
[5] emerging
[5] online
[5] stories
[5] shaping
[5] presidential
[5] race

Top Words in Tweet in G9:
[14] 2021
[7] request
[7] proposals
[7] bids
[7] iui
[7] 2023
[7] deadline
[7] jan
[7] 8th
[7] notifications

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[33] #dataviz,#infovis
[29] covid,19
[18] #infovis,#visualanalytics
[18] strategies,chart
[18] chart,users
[18] users,rely
[18] rely,make
[18] make,judgments
[18] judgments,decisions
[18] decisions,uncertainty

Top Word Pairs in Tweet in G1:
[19] covid,19
[5] 270,electoral
[5] electoral,votes
[4] joe,biden
[4] presidential,election
[4] nearly,trump's
[4] trump's,routes
[4] routes,270
[4] votes,go
[4] go,florida

Top Word Pairs in Tweet in G2:
[18] strategies,chart
[18] chart,users
[18] users,rely
[18] rely,make
[18] make,judgments
[18] judgments,decisions
[18] decisions,uncertainty
[18] uncertainty,visualizations
[18] visualizations,find
[17] ieeevis,strategies

Top Word Pairs in Tweet in G3:
[33] #dataviz,#infovis
[18] #infovis,#visualanalytics
[13] wheeling,autumn
[12] #albersloc,wheeling
[12] check,list
[12] list,accepted
[12] accepted,papers
[12] papers,#vis4dh
[12] #vis4dh,2020
[12] 2020,thank

Top Word Pairs in Tweet in G4:
[6] covid,19
[2] melania,trump
[2] usatoday,keeping
[2] keeping,track
[2] track,people
[2] air,quality
[2] people,exposed
[2] white,house

Top Word Pairs in Tweet in G5:
[2] information,visualization
[2] site,infovis
[2] infovis,apresenta
[2] apresenta,painel
[2] painel,dados
[2] dados,demografia
[2] demografia,bahia
[2] shortened,infovis
[2] infovis,depends
[2] interesting,infoviz

Top Word Pairs in Tweet in G6:
[2] datos,abiertos
[2] abiertos,msalnacion

Top Word Pairs in Tweet in G7:
[2] soydgo,polarbearby
[2] polarbearby,explicación
[2] estã,disponible
[2] disponible,unidad
[2] unidad,buenas
[2] buenas,prã
[2] prã,cticas
[2] cticas,evaluaciã
[2] evaluaciã,curso
[2] curso,visualizaciã

Top Word Pairs in Tweet in G8:
[5] visual,#storytelling
[5] #storytelling,detecting
[5] detecting,visualizing
[5] visualizing,emerging
[5] emerging,online
[5] online,stories
[5] stories,shaping
[5] shaping,presidential
[5] presidential,race
[4] weblyzard,visual

Top Word Pairs in Tweet in G9:
[7] request,proposals
[7] proposals,bids
[7] bids,iui
[7] iui,2023
[7] 2023,deadline
[7] deadline,jan
[7] jan,8th
[7] 8th,2021
[7] 2021,notifications
[7] notifications,feb

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ieeevis
@usatgraphics
@vis4dh
@ftdata
@datavizsociety
@wsjgraphics
@usatoday
@wsj
@aaditeya
@sehi_lyi

Top Mentioned in G1:
@ftdata
@usatgraphics
@wsjgraphics
@wsj
@jzarracina
@nytimes
@latimes
@bbgvisualdata
@lndata
@fivethirtyeight

Top Mentioned in G2:
@ieeevis
@aaditeya
@sehi_lyi
@ngehlenborg
@imldresden
@raimunddachselt
@tamaraflemisch
@hc_infoviz
@gjacucci

Top Mentioned in G3:
@vis4dh
@datavizsociety
@tmrhyne
@bothness
@neurosciencenew
@thestartup_
@tdatascience
@eagereyes
@ieeevis
@amycesal

Top Mentioned in G4:
@usatoday
@usatgraphics
@ramon_padilla
@mitchthorson
@janiehaseman
@shawnjsullivan
@carlieprocell
@tricianadolny
@joshsalman
@indymarisak

Top Mentioned in G5:
@impactology

Top Mentioned in G6:
@lncreativa
@msalnacion
@nicassese
@unsamoficial
@telefonica
@lndata
@florenabad
@danieljayo_dj

Top Mentioned in G7:
@polarbearby
@zorzalerrante
@soydgo
@alonsosilva
@juancriolivares
@leosoto

Top Mentioned in G8:
@weblyzard
@jennagiesta
@profhansnoel
@usembvienna

Top Mentioned in G9:
@acmiui
@sigchi
@acm_sigweb

Top Mentioned in G10:
@sarahkaplan48
@johnmuyskens
@chrisalcantara
@afreedma

Top Tweeters
Top Tweeters in Entire Graph:
@expansionmx
@reuters
@corriere
@nytimes
@mundodeportivo
@washingtonpost
@usatoday
@wsj
@latimes
@wiederfrei

Top Tweeters in G1:
@expansionmx
@reuters
@nytimes
@washingtonpost
@wsj
@latimes
@daveweigel
@fivethirtyeight
@kikollan
@palewire

Top Tweeters in G2:
@ayirpelle
@dnaed_tech
@aneesha
@pinardag
@colinmegill
@anshulkundaje
@nonlocalityguy
@jwkritchie
@xtophe_bontemps
@ngehlenborg

Top Tweeters in G3:
@eagereyes
@1n9r1d
@dhbbaw
@tdatascience
@thestartup_
@neurosciencenew
@cartocalypse
@tmrhyne
@popaylove
@arnoldosson

Top Tweeters in G4:
@usatoday
@dinahvp
@joshsalman
@katiewedell
@carlieprocell
@indymarisak
@jzarracina
@tricianadolny
@mitchthorson
@shawnjsullivan

Top Tweeters in G5:
@wiederfrei
@miniver
@jornalgrandebah
@impactology
@jemoraz
@heenrik
@tt_infographics
@allen_w_smith
@ainshrhh
@avstockh

Top Tweeters in G6:
@unsamoficial
@lndata
@msalnacion
@telefonica
@rpristupluk
@lncreativa
@nicassese
@florenabad
@ploscri
@danieljayo_dj

Top Tweeters in G7:
@rgc25_biordg
@lnds
@juancriolivares
@leosoto
@soydgo
@polarbearby
@zorzalerrante
@alonsosilva

Top Tweeters in G8:
@datasciencebot_
@usembvienna
@jennagiesta
@profhansnoel
@decarbonet
@weblyzard
@ecoresearch
@asap_eu

Top Tweeters in G9:
@carologic
@hcibremen
@cikay72
@sigchi
@andrewkun
@acmiui
@acm_sigweb

Top Tweeters in G10:
@afreedma
@sarahkaplan48
@johnmuyskens
@chiquiesteban
@chrisalcantara


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