infoviz OR infovis, Twitter, 11/23/2020 3:49:17 AM, 242050


FAQ | Problem?

infoviz OR infovis_2020-11-20_17-49-46.xlsx
infoviz OR infovis_2020-11-20_17-49-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3pVmFP0
@infovis_
@jcarlosjramirez
@centro_news
@infovanguardia
@idcomunicacion_
@pulitzercenter
@jzarracina
@_vivngo
@inari_ta
@lndata

Top hashtags:
#infovis2020
#dataviz
#infovis
#covid19
#visualanalytics

Description:
Description
The graph represents a network of 281 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 Saturday, 21 November 2020 at 01:51 UTC.

The requested start date was Friday, 20 November 2020 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 13-day, 19-hour, 27-minute period from Friday, 06 November 2020 at 03:22 UTC to Thursday, 19 November 2020 at 22:50 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 : 281
Unique Edges : 408
Edges With Duplicates : 1859
Total Edges : 2267
Number of Edge Types : 5
Tweet : 84
Replies to : 48
Retweet : 441
MentionsInRetweet : 1005
Mentions : 689
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.100151745068285
Reciprocated Edge Ratio : 0.182068965517241
Connected Components : 33
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 182
Maximum Edges in a Connected Component : 2090
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.321188
Graph Density : 0.00921453990849009
Modularity : 0.187348
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 281 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 Saturday, 21 November 2020 at 01:51 UTC.

The requested start date was Friday, 20 November 2020 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 13-day, 19-hour, 27-minute period from Friday, 06 November 2020 at 03:22 UTC to Thursday, 19 November 2020 at 22:50 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:
[31] https://www.eventbrite.com.mx/e/infovis-2020-congreso-de-diseno-de-informacion-y-visualizacion-de-datos-tickets-128067618695
[9] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=youtu.be

[5] https://community.visualdatatools.com/datagraph/category/webinar/
[4] https://twitter.com/INFOVIS_/status/1326919494049165314
[3] https://twitter.com/INFOVIS_/status/1324600211440717825
[3] https://infovis.sei.ba.gov.br/demografia/
[2] https://twitter.com/INFOVIS_/status/1325219720107319297
[2] https://www.youtube.com/watch?v=kjt21qGhSuA&feature=youtu.be

[2] https://twitter.com/infovis_/status/1327688262136324097
[2] https://ft.trib.al/vpwIQWO

Top URLs in Tweet in G1:
[14] https://www.eventbrite.com.mx/e/infovis-2020-congreso-de-diseno-de-informacion-y-visualizacion-de-datos-tickets-128067618695
[4] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=youtu.be

[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DaCS-CQ_JttY&q=EgS4SO-bGM_k4f0FIhkA8aeDSxMe2pOfMI1ZjoUYZJIH5EtLpc-CMgFy
[2] https://twitter.com/INFOVIS_/status/1326919494049165314
[2] https://twitter.com/HablaInfografia/status/1326951945718935553
[2] https://twitter.com/INFOVIS_/status/1327293358088331266
[1] https://twitter.com/infovis_/status/1326710281741856768
[1] https://twitter.com/infovis_/status/1326709263796854784
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkjt21qGhSuA&q=EgS4SO-bGNPk4f0FIhkA8aeDS54eM-hKld8D_ttrBBk3VbqD_Ll7MgFy
[1] https://www.youtube.com/watch?v=xUgdHMXd3ho&feature=youtu.be


Top URLs in Tweet in G2:
[17] https://www.eventbrite.com.mx/e/infovis-2020-congreso-de-diseno-de-informacion-y-visualizacion-de-datos-tickets-128067618695
[5] https://www.youtube.com/watch?v=oPFEnsSNbXA&feature=youtu.be

[2] https://www.youtube.com/watch?v=iGGW-obaLpY&feature=youtu.be

[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DaCS-CQ_JttY&q=EgS4SO-bGNLk4f0FIhkA8aeDS1A3hWbk29xl9t-RZqsf7-Phx7wwMgFy
[2] https://twitter.com/INFOVIS_/status/1326252102033829893
[2] https://twitter.com/INFOVIS_/status/1326919494049165314
[2] https://ft.trib.al/vpwIQWO
[2] https://twitter.com/INFOVIS_/status/1324600211440717825
[1] https://www.lanacion.com.ar/economia/industria-construccion-septiembre-indec-nid2500992
[1] https://trib.al/404OFQv

Top URLs in Tweet in G3:
[2] https://www.lanacion.com.ar/2350330
[1] https://twitter.com/INFOVIS_/status/1325219720107319297
[1] https://www.lanacion.com.ar/economia/industria-construccion-septiembre-indec-nid2500992
[1] https://twitter.com/INFOVIS_/status/1326919559400591366

Top URLs in Tweet in G4:
[1] https://twitter.com/ferranmorales/status/1327328973592944645
[1] https://twitter.com/infovis_/status/1327688262136324097
[1] https://nyti.ms/3ptZEm8
[1] https://stories.lavanguardia.com/breaking-news/20201112/28547/vacunas
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DoPFEnsSNbXA%26feature%3Demb_logo&q=EgS4SO-bGN3k4f0FIhkA8aeDS1u8ZGzDNHSUZx7dwiN6X3wHFiWvMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkjt21qGhSuA&q=EgS4SO-bGNnk4f0FIhkA8aeDS82tENWXohQSY0kfj7OCYOlA-sKwMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkjt21qGhSuA&q=EgS4SO-bGNXk4f0FIhkA8aeDS-vAHv4iz4-c2UxKU4GupJMqBumIMgFy
[1] https://www.nytimes.com/fr/interactive/2020/11/11/science/masques-contre-covid.html
[1] https://twitter.com/ndiakopoulos/status/1324824314554757120

Top URLs in Tweet in G5:
[5] https://community.visualdatatools.com/datagraph/category/webinar/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fat-the-intersection-of-geography-data-science-5cd065e7bf22%3Fsource%3Dsocial.tw
[2] https://twitter.com/rfriedman22/status/1326211470762373121
[1] http://hclwizard.org
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F3-questions-you-must-ask-yourself-before-visualizing-any-data-set-85df509c81fc%3Fsource%3Dsocial.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fexploratory-data-analysis-eda-on-satellite-imagery-using-earthpy-c0e186fe4293%3Fsource%3Dsocial.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fvisualising-economic-data-using-plotly-a07f96f58160%3Fsource%3Dsocial.tw
[1] http://geotests.net/couleurs/frequences_en.html#ce
[1] https://link.medium.com/PuXdKLGKibb
[1] https://www.linkedin.com/slink?code=dzp_hsD

Top URLs in Tweet in G7:
[1] https://www.weblyzard.com/us-election-2020-web-monitor/
[1] https://weblyzard.com/us-election-2020-web-monitor
[1] https://weblyzard.com/geographic-map

Top URLs in Tweet in G8:
[1] https://twitter.com/BettinaForget/status/1324139878666391555
[1] https://twitter.com/chey_cobb/status/1324741908862771201
[1] https://twitter.com/raykwong/status/1324330586215911426
[1] https://bahia.ba/politica/sei-disponibiliza-informacoes-sobre-o-perfil-do-eleitorado-baiano-no-portal-infovis-bahia/
[1] https://www.youtube.com/watch?v=kjt21qGhSuA&feature=youtu.be

[1] https://sherpa.blog/online-egitim/veri-gorsellestirme-teknikleri?utm_content=buffer65e3d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/isokamagica/status/1329007091546251264

Top URLs in Tweet in G10:
[1] https://www.usatoday.com/in-depth/news/investigations/2020/11/11/coronavirus-death-pork-plants-meat-packing/6044754002/
[1] https://bit.ly/2Un8fcd

Top Domains
Top Domains in Tweet in Entire Graph:
[54] twitter.com
[33] com.mx
[23] google.com
[19] youtube.com
[11] medium.com
[6] trib.al
[5] visualdatatools.com
[4] com.ar
[3] usatoday.com
[3] linkedin.com

Top Domains in Tweet in G1:
[25] twitter.com
[15] com.mx
[11] google.com
[9] youtube.com
[3] pscp.tv
[2] usatoday.com
[2] wsj.com
[2] trib.al
[1] edu.mx
[1] bit.ly

Top Domains in Tweet in G2:
[18] com.mx
[18] twitter.com
[9] youtube.com
[8] google.com
[4] trib.al
[2] bloomberg.com
[2] elpais.com
[1] com.ar
[1] lavanguardia.com
[1] co.uk

Top Domains in Tweet in G3:
[3] com.ar
[2] twitter.com

Top Domains in Tweet in G4:
[3] twitter.com
[3] google.com
[1] nyti.ms
[1] lavanguardia.com
[1] nytimes.com

Top Domains in Tweet in G5:
[11] medium.com
[5] visualdatatools.com
[3] linkedin.com
[2] twitter.com
[1] hclwizard.org
[1] geotests.net
[1] sciviscolor.org

Top Domains in Tweet in G7:
[3] weblyzard.com

Top Domains in Tweet in G8:
[4] twitter.com
[1] bahia.ba
[1] youtube.com
[1] sherpa.blog

Top Domains in Tweet in G10:
[1] usatoday.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[138] infovis2020
[54] dataviz
[44] infovis
[33] covid19
[31] visualanalytics
[24] videoconferencia
[17] visualizacióndedatos
[17] ieeevis
[16] ieeecga
[15] siggraph



Top Hashtags in Tweet in G1:
[62] infovis2020
[14] visualizacióndedatos
[11] videoconferencia
[10] dataviz
[5] diseñodeinformación
[3] cdmx
[2] scrollytelling
[2] covid19
[2] tacodedataviz
[2] 30daymapchallenge

Top Hashtags in Tweet in G2:
[67] infovis2020
[15] covid19
[11] videoconferencia
[11] infografia
[10] visualizaciondedatos
[9] creandocomunidad
[8] covid_19
[6] cdmx
[4] dataviz
[3] visualizacióndedatos

Top Hashtags in Tweet in G3:
[3] infovis2020
[2] newsdesign
[2] videoconferencia
[1] election2020
[1] sndelect
[1] branddesign
[1] todaysfrontpages
[1] covid_19
[1] infografía
[1] visualizacióndedaros

Top Hashtags in Tweet in G4:
[6] infovis2020
[5] dataviz
[5] covid19
[3] scrollytelling
[1] visualjournalism
[1] motiongraphics
[1] infografia
[1] infoviz

Top Hashtags in Tweet in G5:
[37] infovis
[34] dataviz
[31] visualanalytics
[16] ieeecga
[15] ieeevis
[15] siggraph
[14] albers_lucy
[13] durhamcountylib
[11] albersloc
[10] color

Top Hashtags in Tweet in G6:
[11] covid19
[1] ecuador
[1] infoviz
[1] mapping

Top Hashtags in Tweet in G7:
[10] us2020
[7] twitter
[7] joebiden
[7] kamalaharris
[3] geomap
[2] infoviz
[1] webintelligence
[1] election2020
[1] datascience
[1] bidenharris2020

Top Hashtags in Tweet in G8:
[1] infovis
[1] infoviz
[1] dataviz
[1] help

Top Hashtags in Tweet in G9:
[1] ingenio
[1] sener

Top Words
Top Words in Tweet in Entire Graph:
[377] infovis_
[138] #infovis2020
[136] centro_news
[100] adolfux
[99] datos
[80] jzarracina
[79] inari_ta
[69] visualización
[65] chiquiesteban
[65] información

Top Words in Tweet in G1:
[256] infovis_
[70] centro_news
[64] adolfux
[62] #infovis2020
[61] datos
[49] visualización
[41] inari_ta
[40] información
[40] jzarracina
[39] _vivngo

Top Words in Tweet in G2:
[95] infovis_
[67] #infovis2020
[63] centro_news
[38] inari_ta
[35] datos
[34] adolfux
[29] bbcnewsgraphics
[29] lndata
[29] jzarracina
[28] usatgraphics

Top Words in Tweet in G3:
[9] infovis_
[9] usatgraphics
[8] jzarracina
[6] postgraphics
[5] snd
[5] wsjgraphics
[5] lndata
[4] lnpp_mx
[4] bbcnewsgraphics
[4] nytgraphics

Top Words in Tweet in G4:
[15] infovis_
[10] lazarogamio
[7] nytimes
[7] hoy
[6] trabajo
[6] #infovis2020
[6] prosumidorsoc
[5] #dataviz
[5] amigo
[5] información

Top Words in Tweet in G5:
[37] #infovis
[34] #dataviz
[31] #visualanalytics
[16] #ieeecga
[15] #ieeevis
[15] #siggraph
[14] #albers_lucy
[13] #durhamcountylib
[13] color
[12] time

Top Words in Tweet in G6:
[11] junto
[11] angiegomeza
[11] estaremos
[11] mostrando
[11] algunos
[11] análisis
[11] exceso
[11] mortalidad
[11] pandemia
[11] #covid19

Top Words in Tweet in G7:
[10] #us2020
[8] weblyzard
[7] race
[7] retrospect
[7] #twitter
[7] users
[7] react
[7] election
[7] win
[7] #joebiden

Top Words in Tweet in G8:
[5] infovis
[4] infoviz
[2] veri
[2] görselleştirme

Top Words in Tweet in G10:
[2] stayed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] centro_news,infovis_
[52] visualización,datos
[41] diseño,información
[33] #dataviz,#infovis
[33] congreso,diseño
[33] información,visualización
[32] covid,19
[30] #infovis2020,centro_news
[30] pierdas,conferencia
[29] #infovis2020,pierdas

Top Word Pairs in Tweet in G1:
[37] visualización,datos
[31] diseño,información
[27] centro_news,infovis_
[24] congreso,diseño
[24] información,visualización
[21] #infovis2020,pierdas
[19] pierdas,conferencia
[16] covid,19
[16] infovis_,mañana
[16] horas,gmt

Top Word Pairs in Tweet in G2:
[25] centro_news,infovis_
[17] #infovis2020,centro_news
[15] visualización,datos
[13] 14,noviembre
[13] wsjgraphics,postgraphics
[13] postgraphics,bbcnewsgraphics
[13] bbcnewsgraphics,lndata
[13] lndata,nytgraphics
[13] nytgraphics,usatgraphics
[12] registro,gratuito

Top Word Pairs in Tweet in G3:
[5] wsjgraphics,postgraphics
[4] infovis_,lnpp_mx
[4] lnpp_mx,wsjgraphics
[4] postgraphics,bbcnewsgraphics
[4] bbcnewsgraphics,lndata
[4] lndata,nytgraphics
[4] nytgraphics,usatgraphics
[4] usatgraphics,scmpgraphics
[3] jzarracina,usatgraphics
[2] aligeidam,infovis_

Top Word Pairs in Tweet in G4:
[5] lazarogamio,nytimes
[4] aprendiendo,amigo
[4] amigo,lazarogamio
[4] lazarogamio,hoy
[4] hoy,infovis_
[4] infovis_,información
[4] información,detallada
[4] detallada,afectación
[4] afectación,#covid19
[3] brutal,trabajo

Top Word Pairs in Tweet in G5:
[33] #dataviz,#infovis
[26] #infovis,#visualanalytics
[12] time,teal
[10] #albersloc,time
[8] #ieeecga,#durhamcountylib
[6] #siggraph,#ieeecga
[6] tdatascience,#dataviz
[6] #siggraph,#ieeevis
[6] #ieeevis,#ieeecga
[5] #durhamcountylib,#albers_lucy

Top Word Pairs in Tweet in G6:
[11] junto,angiegomeza
[11] angiegomeza,estaremos
[11] estaremos,mostrando
[11] mostrando,algunos
[11] algunos,análisis
[11] análisis,exceso
[11] exceso,mortalidad
[11] mortalidad,pandemia
[11] pandemia,#covid19
[10] temporalista,junto

Top Word Pairs in Tweet in G7:
[7] #us2020,race
[7] race,retrospect
[7] retrospect,#twitter
[7] #twitter,users
[7] users,react
[7] react,election
[7] election,win
[7] win,#joebiden
[7] #joebiden,#kamalaharris
[6] weblyzard,#us2020

Top Word Pairs in Tweet in G8:
[2] veri,görselleştirme

Top Replied-To
Top Replied-To in Entire Graph:
@infovis_
@adolfux
@jcarlosjramirez
@chiquiesteban
@jzarracina
@aligeidam
@tacosdedatos
@hasselfallas
@iturbe_os
@maartenzam

Top Replied-To in G1:
@infovis_
@jcarlosjramirez
@jzarracina
@hasselfallas
@inari_ta
@adolfux
@mduhalde96
@centro_news
@tmarcoh
@snd

Top Replied-To in G2:
@adolfux
@tacosdedatos
@bbcnewsgraphics
@lazarogamio
@chiquiesteban
@jcarlosjramirez
@aligeidam
@fattori_dsgn
@maartenzam

Top Replied-To in G3:
@chiquiesteban
@infovis_
@aligeidam

Top Replied-To in G4:
@infovis_
@prosumidorsoc

Top Mentioned
Top Mentioned in Entire Graph:
@infovis_
@centro_news
@adolfux
@inari_ta
@jzarracina
@chiquiesteban
@_vivngo
@lazarogamio
@usatgraphics
@wsjgraphics

Top Mentioned in G1:
@infovis_
@centro_news
@adolfux
@inari_ta
@_vivngo
@jzarracina
@chiquiesteban
@lazarogamio
@wsjgraphics
@usatgraphics

Top Mentioned in G2:
@infovis_
@centro_news
@inari_ta
@lndata
@jzarracina
@adolfux
@usatgraphics
@bbcnewsgraphics
@wsjgraphics
@scmpgraphics

Top Mentioned in G3:
@usatgraphics
@jzarracina
@infovis_
@postgraphics
@wsjgraphics
@lndata
@snd
@lnpp_mx
@bbcnewsgraphics
@nytgraphics

Top Mentioned in G4:
@infovis_
@lazarogamio
@nytimes
@prosumidorsoc
@chiquiesteban
@washingtonpost
@uocuniversidad
@uocinfocom
@ferranmorales
@jcarlosjramirez

Top Mentioned in G5:
@tdatascience
@datagraph
@datavizsociety
@cosmoduende
@tmrhyne
@vukosi
@retostauffer2
@achimzeileis
@sherwinwilliams
@visualanalytics

Top Mentioned in G6:
@angiegomeza
@temporalista

Top Mentioned in G7:
@weblyzard
@jennagiesta
@webstandardat
@trendingtopicsa

Top Mentioned in G9:
@lavanguardia
@alanjrgens2
@leyre_ley
@airbusspace
@cdtioficial
@esa_es
@intaespana
@arianespace

Top Mentioned in G10:
@usatoday
@jmitchellnews
@rachelaxon
@kylebagenstose
@kcrowebasspro
@skychadde

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@repubblica
@el_pais
@lavanguardia
@bbcnews
@viralvideovlogs
@nytimes
@elfinanciero_mx
@washingtonpost
@ecuabot

Top Tweeters in G1:
@el_universal_mx
@elfinanciero_mx
@wsj
@scmpnews
@inf
@axios
@natgeo
@newspaperworld
@columbia
@youtube

Top Tweeters in G2:
@el_pais
@viralvideovlogs
@majimeno
@javisalas
@ws
@nahj
@bbc
@liliasaul
@dogomoreno
@cfpd_udgvirtual

Top Tweeters in G3:
@bbcnews
@lndata
@msalnacion
@bb
@landa23
@severianocg
@postgraphics
@snd
@mduhalde96
@jovisual

Top Tweeters in G4:
@nytimes
@washingtonpost
@prosumidorsoc
@maartenzam
@uocuniversidad
@uocinfocom
@davidlazer
@cibermarikiya
@laravaquero21
@ferranmorales

Top Tweeters in G5:
@epuujee
@cosmoduende
@sthembete
@vukosi
@tdatascience
@tmrhyne
@sherwinwilliams
@datavizsociety
@achimzeileis
@retostauffer2

Top Tweeters in G6:
@ecuabot
@jabh44
@fbogeo
@temporalista
@roy_mendoza81
@vallecillo_aj
@angiegomeza
@giovannyvsec
@lovnat3think
@carlosserrano4

Top Tweeters in G7:
@datasciencebot_
@webstandardat
@jennagiesta
@trendingtopicsa
@adrianb82
@decarbonet
@weblyzard
@retv_eu
@ecoresearch
@asap_eu

Top Tweeters in G8:
@pontoba
@ninatangerina
@ladysuzelle
@sn_fk_n
@adamhill
@seeminglee
@davidalameda
@sherpablog
@alspereira
@alex_is_code

Top Tweeters in G9:
@lavanguardia
@esa_es
@cdtioficial
@arianespace
@intaespana
@airbusspace
@leyre_ley
@infovanguardia
@alanjrgens2

Top Tweeters in G10:
@usatoday
@pulitzercenter
@jmitchellnews
@rachelaxon
@kcrowebasspro
@skychadde
@kylebagenstose