infoviz OR infovis, Twitter, 8/14/2020 1:12:50 AM, 232604


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infoviz OR infovis_2020-08-13_17-55-12.xlsx
infoviz OR infovis_2020-08-13_17-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/30Vo3ag
@infovis_
@duto_guerra
@observablehq
@carnby
@tamaramunzner
@tierneyl
@erictopol
@blackili
@postgraphics
@infovanguardia

Top hashtags:
#infovis
#dataviz
#malofiej28
#visualanalytics
#siggraph
#ieeevis
#colourlovers

Description:
Description
The graph represents a network of 207 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, 14 August 2020 at 00:55 UTC.

The requested start date was Friday, 14 August 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, 3-hour, 36-minute period from Friday, 31 July 2020 at 13:25 UTC to Thursday, 13 August 2020 at 17:01 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 : 207
Unique Edges : 165
Edges With Duplicates : 366
Total Edges : 531
Number of Edge Types : 5
Tweet : 77
Retweet : 128
MentionsInRetweet : 183
Mentions : 130
Replies to : 13
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.037344398340249
Reciprocated Edge Ratio : 0.072
Connected Components : 30
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 132
Maximum Edges in a Connected Component : 407
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.668993
Graph Density : 0.00586276441067492
Modularity : 0.404029
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 207 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, 14 August 2020 at 00:55 UTC.

The requested start date was Friday, 14 August 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, 3-hour, 36-minute period from Friday, 31 July 2020 at 13:25 UTC to Thursday, 13 August 2020 at 17:01 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:
[7] https://www.amazon.com/gp/product/1324001569/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1324001569&linkCode=as2&tag=kirkdborne-20&linkId=2cd0da339a414e235cf47ec981b224d2
[2] https://www.reddit.com/r/MapPorn/comments/i4v1x2/population_density_of_india_shown_in_3d/
[2] http://www.eluni.mx/oa6dsd0l
[2] https://www.economist.com/graphic-detail/2020/08/05/the-beirut-blast-is-the-latest-tragedy-linked-to-ammonium-nitrate
[2] https://www.bloomberg.com/news/articles/2020-08-08/from-bourbon-street-to-food-banks-signs-of-a-slow-u-s-recovery?cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_content=graphics&utm_campaign=socialflow-organic&utm_source=twitter
[2] https://www.bloomberg.com/news/articles/2020-08-09/platinum-giant-south-africa-forced-by-virus-to-look-into-abyss?utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_campaign=socialflow-organic&utm_source=twitter
[2] https://www.bloomberg.com/features/2020-covid-vaccine-research/?utm_medium=social&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_campaign=socialflow-organic&utm_source=twitter
[2] https://www.bloomberg.com/graphics/2020-us-bankruptcies-coronavirus/?utm_source=twitter&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_content=graphics
[2] https://www.bloomberg.com/news/articles/2020-08-06/misery-ranking-will-show-u-s-getting-worse-versus-rest-of-world?cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic
[2] https://trib.al/slxLT7P

Top URLs in Tweet in G1:
[2] https://www.eluniversal.com.mx/mundo/japon-conmemora-75-anos-del-ataque-nuclear-en-hiroshima
[2] https://www.eluniversal.com.mx/ciencia-y-salud/la-ciencia-de-la-nasa-ahora-contra-el-covid-19
[2] https://graphics.reuters.com/WW2-ANNIVERSARY/HIROSHIMA-LJA/xegpbaekmvq/index.html
[2] https://trib.al/V7I69Vh
[2] https://trib.al/slxLT7P
[2] https://www.bloomberg.com/news/articles/2020-08-06/misery-ranking-will-show-u-s-getting-worse-versus-rest-of-world?cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic
[2] https://www.bloomberg.com/graphics/2020-us-bankruptcies-coronavirus/?utm_source=twitter&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_content=graphics
[2] https://www.bloomberg.com/features/2020-covid-vaccine-research/?utm_medium=social&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_campaign=socialflow-organic&utm_source=twitter
[2] https://www.bloomberg.com/news/articles/2020-08-09/platinum-giant-south-africa-forced-by-virus-to-look-into-abyss?utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_campaign=socialflow-organic&utm_source=twitter
[2] https://www.bloomberg.com/news/articles/2020-08-08/from-bourbon-street-to-food-banks-signs-of-a-slow-u-s-recovery?cmpid%3D=socialflow-twitter-graphics&utm_medium=social&utm_content=graphics&utm_campaign=socialflow-organic&utm_source=twitter

Top URLs in Tweet in G2:
[1] http://datagramas.cl/courses/infovis/

Top URLs in Tweet in G3:
[1] https://docs.google.com/spreadsheets/d/1Bc_1rhKxSSzA6mbIkqGN5mxR5cky80vHhPWyW0XHCfM/edit#gid=0
[1] https://www.malofiejgraphics.com/2020/08/behind-the-award/sacred-mosaic/
[1] https://www.malofiejgraphics.com/
[1] https://multimedia.scmp.com/infographics/news/hong-kong/article/3032146/hong-kong-protests/index.html
[1] https://multimedia.scmp.com/infographics/news/hong-kong/article/3027462/hong-kong-100-days-of-protests/index.html
[1] https://graphics.reuters.com/INDIA-RIVER/010081TW39P/index.html
[1] https://www.scmp.com/news/hong-kong/society/article/3096257/south-china-morning-post-strikes-gold-prestigious?utm_source=Twitter&utm_medium=share_widget&utm_campaign=3096257

Top URLs in Tweet in G4:
[1] https://www.nytimes.com/interactive/2020/08/10/nyregion/nyc-subway-coronavirus.html
[1] https://www.nytimes.com/2020/08/05/well/live/coronavirus-covid-symptoms.html?searchResultPosition=7
[1] https://www.sciencemag.org/news/2020/07/brain-fog-heart-damage-covid-19-s-lingering-problems-alarm-scientistsby
[1] https://www.nytimes.com/interactive/2020/08/04/world/middleeast/beirut-explosion-damage.html

Top URLs in Tweet in G5:
[1] https://twitter.com/jbuckland13/status/1288758731782729734
[1] http://humanfactorsblog.org/2020/08/03/infovis-in-the-coronavirus-era/
[1] https://twitter.com/colettearrand/status/1291210073935613953
[1] https://twitter.com/reina_sabah/status/1291509085855260672
[1] https://twitter.com/acmtaccess/status/1293942532427022336

Top URLs in Tweet in G6:
[1] https://wapo.st/2DBtWAz
[1] https://wapo.st/3a9jUSP
[1] https://wapo.st/covid-vaccine-tracker
[1] https://wapo.st/2XTdG4M
[1] https://twitter.com/malofiej/status/1290257367448170496?s=20

Top URLs in Tweet in G7:
[1] https://link.medium.com/aEVlCAN7P8
[1] https://www.linkedin.com/slink?code=dhBACcf
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fviolin-plot-its-time-to-ditch-the-box-plots-785629b0ff3a
[1] https://twitter.com/Jasonforrestftw/status/1289573635267555330
[1] https://link.medium.com/EQIM5l5pE8
[1] https://www.linkedin.com/slink?code=dYKte9h
[1] https://twitter.com/mslima/status/1291007183799410693
[1] https://twitter.com/mslima/status/1291370050147045376
[1] https://twitter.com/chiquiesteban/status/1291814251317821441
[1] http://geotests.net/couleurs/frequences_en.html#ce

Top URLs in Tweet in G8:
[1] https://bit.ly/3hTTmYs
[1] https://trib.al/Xe5RwV6
[1] https://bit.ly/2Dlyv1g
[1] https://observablehq.com/@john-guerra/separate-order-and-align

Top URLs in Tweet in G9:
[7] https://www.amazon.com/gp/product/1324001569/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1324001569&linkCode=as2&tag=kirkdborne-20&linkId=2cd0da339a414e235cf47ec981b224d2
[2] https://realbusinessintelligence.com/
[1] https://twitter.com/KirkDBorne/status/1293556607264096256

Top URLs in Tweet in G10:
[1] https://www.cs.ubc.ca/~tmm/vadbook/
[1] https://www.youtube.com/watch?v=jVC6SQS23ak


Top Domains
Top Domains in Tweet in Entire Graph:
[15] twitter.com
[15] bloomberg.com
[14] medium.com
[7] amazon.com
[6] nytimes.com
[5] trib.al
[4] reuters.com
[4] com.mx
[4] linkedin.com
[4] wapo.st

Top Domains in Tweet in G1:
[15] bloomberg.com
[4] com.mx
[4] trib.al
[3] reuters.com
[3] twitter.com
[2] economist.com
[2] eluni.mx
[2] reddit.com
[2] wsj.com
[1] nytimes.com

Top Domains in Tweet in G2:
[1] datagramas.cl

Top Domains in Tweet in G3:
[3] scmp.com
[2] malofiejgraphics.com
[1] google.com
[1] reuters.com

Top Domains in Tweet in G4:
[3] nytimes.com
[1] sciencemag.org

Top Domains in Tweet in G5:
[4] twitter.com
[1] humanfactorsblog.org

Top Domains in Tweet in G6:
[4] wapo.st
[1] twitter.com

Top Domains in Tweet in G7:
[14] medium.com
[6] twitter.com
[4] linkedin.com
[1] geotests.net

Top Domains in Tweet in G8:
[2] bit.ly
[1] trib.al
[1] observablehq.com

Top Domains in Tweet in G9:
[7] amazon.com
[2] realbusinessintelligence.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] ubc.ca
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[49] infovis
[49] dataviz
[18] malofiej28
[18] visualanalytics
[18] siggraph
[17] ieeevis
[16] colourlovers
[15] ieeecga
[14] albers_lucy
[13] durhamcountylib



Top Hashtags in Tweet in G1:
[7] malofiej28
[6] covid__19
[6] covid_19mx
[4] covid19mexico
[4] enportada
[3] dataviz
[2] tidytuesday
[2] covid19mx
[2] ironviz
[2] beirut

Top Hashtags in Tweet in G3:
[11] malofiej28
[1] behindtheaward
[1] m29
[1] dataviz
[1] ddj
[1] infographic
[1] barcelona

Top Hashtags in Tweet in G4:
[1] covid19
[1] longcovid
[1] beirut

Top Hashtags in Tweet in G5:
[4] infovis
[2] charts
[1] dicadofabio
[1] excel
[1] powerbi
[1] gráficos
[1] infoviz
[1] chocolate
[1] design

Top Hashtags in Tweet in G7:
[39] dataviz
[39] infovis
[18] siggraph
[17] ieeevis
[16] visualanalytics
[16] colourlovers
[15] ieeecga
[14] albers_lucy
[13] durhamcountylib
[13] color

Top Hashtags in Tweet in G8:
[3] infovis
[1] cleanenergy
[1] fossil
[1] nuclear
[1] renewable

Top Hashtags in Tweet in G9:
[2] realbievent
[2] dataviz
[2] infoviz
[2] dataliteracy
[2] dataethics
[2] visualanalytics
[1] d
[1] datastorytelling

Top Hashtags in Tweet in G10:
[1] infovis

Top Words
Top Words in Tweet in Entire Graph:
[49] #infovis
[49] #dataviz
[35] malofiej
[31] mañana
[31] comienza
[31] nueva
[31] versión
[31] curso
[31] visualización
[31] información

Top Words in Tweet in G1:
[24] malofiej
[14] el_universal_mx
[14] info_universal
[12] gold
[11] ˆðÿ
[10] project
[10] bbgvisualdata
[9] data
[8] explosion
[7] beirut

Top Words in Tweet in G2:
[30] mañana
[30] comienza
[30] nueva
[30] versión
[30] curso
[30] visualización
[30] información
[30] material
[30] estará
[30] disponible

Top Words in Tweet in G3:
[11] #malofiej28
[10] malofiej
[9] gold
[8] project
[5] usa
[5] hong
[4] best
[4] kong
[4] sciencefocus
[3] awards

Top Words in Tweet in G4:
[2] symptoms
[2] nytgraphics
[2] know

Top Words in Tweet in G5:
[4] #infovis
[4] infovis
[3] infoviz
[3] chart
[2] gráfico
[2] serve
[2] comparar
[2] linha
[2] tempo
[2] #charts

Top Words in Tweet in G6:
[2] states
[2] tracking

Top Words in Tweet in G7:
[39] #dataviz
[39] #infovis
[18] #siggraph
[17] #ieeevis
[16] #visualanalytics
[16] #colourlovers
[15] #ieeecga
[14] #albers_lucy
[13] #durhamcountylib
[13] #color

Top Words in Tweet in G8:
[6] encoding
[3] observablehq
[3] #infovis
[3] try
[3] use
[3] positional
[3] channels
[3] variables
[3] effective
[3] categorical

Top Words in Tweet in G9:
[7] charts
[7] lie
[7] getting
[7] smarter
[7] visual
[7] information
[7] albertocairo
[7] lt
[7] gt
[6] kirkdborne

Top Words in Tweet in G10:
[5] ifromm
[5] shawnmjones
[5] oducs
[5] use
[5] tamaramunzner's
[5] wonderful
[5] visualization
[5] analysis
[5] design
[5] textbook

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[36] #dataviz,#infovis
[31] mañana,comienza
[31] comienza,nueva
[31] nueva,versión
[31] versión,curso
[31] curso,visualización
[31] visualización,información
[31] información,material
[31] material,estará
[31] estará,disponible

Top Word Pairs in Tweet in G1:
[8] malofiej,gold
[8] info_universal,el_universal_mx
[8] ˆðÿ,ˆðÿ
[5] usa,project
[4] york,times
[4] hong,kong
[4] el_universal_mx,#covid_19mx
[4] #covid_19mx,#covid__19
[4] #covid__19,#covid19mexico
[4] know,far

Top Word Pairs in Tweet in G2:
[30] mañana,comienza
[30] comienza,nueva
[30] nueva,versión
[30] versión,curso
[30] curso,visualización
[30] visualización,información
[30] información,material
[30] material,estará
[30] estará,disponible
[30] disponible,medida

Top Word Pairs in Tweet in G3:
[5] usa,project
[4] hong,kong
[3] infovis_,malofiej
[2] malofiej,awards
[2] miguel,urabayen
[2] urabayen,award
[2] best,map
[2] gold,york
[2] york,times
[2] times,usa

Top Word Pairs in Tweet in G5:
[2] serve,comparar
[2] linha,tempo

Top Word Pairs in Tweet in G7:
[36] #dataviz,#infovis
[12] #infovis,#visualanalytics
[9] datavizsociety,#dataviz
[8] orange,cyan
[8] cyan,harmonics
[8] #siggraph,#ieeevis
[7] #albersloc,orange
[7] #siggraph,#ieeecga
[7] #ieeecga,#durhamcountylib
[6] #ieeevis,#ieeecga

Top Word Pairs in Tweet in G8:
[3] #infovis,try
[3] try,use
[3] use,positional
[3] positional,channels
[3] channels,encoding
[3] encoding,variables
[3] variables,effective
[3] effective,encoding
[3] encoding,categorical
[2] duto_guerra,#infovis

Top Word Pairs in Tweet in G9:
[7] charts,lie
[7] lie,getting
[7] getting,smarter
[7] smarter,visual
[7] visual,information
[7] information,albertocairo
[7] albertocairo,lt
[7] lt,gt
[6] kirkdborne,charts
[6] gt,speaking

Top Word Pairs in Tweet in G10:
[5] ifromm,shawnmjones
[5] shawnmjones,oducs
[5] oducs,use
[5] use,tamaramunzner's
[5] tamaramunzner's,wonderful
[5] wonderful,visualization
[5] visualization,analysis
[5] analysis,design
[5] design,textbook
[5] textbook,slides

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@malofiej
@carnby
@el_universal_mx
@bbgvisualdata
@info_universal
@datavizsociety
@wsj
@tamaramunzner
@postgraphics
@tmarcoh

Top Mentioned in G1:
@malofiej
@el_universal_mx
@info_universal
@bbgvisualdata
@wsj
@tmarcoh
@postgraphics
@reutersgraphics
@simonscarr
@wsjgraphics

Top Mentioned in G2:
@carnby
@sebazebes

Top Mentioned in G3:
@malofiej
@sciencefocus
@la_lettura
@sciam
@infovis_
@raulcamanas
@alanjrgens2
@arake14
@alucaslopez
@natgeo

Top Mentioned in G4:
@nytgraphics
@taraparkerpope
@mikagron
@eleanor_lutz
@sciencemagazine
@jcouzin
@sciencevisuals
@oooitsplasma
@singhvianjali
@scottreinhard

Top Mentioned in G6:
@kevinuhrm
@chrisalcantara
@dannysantaf
@malofiej
@joemfox
@sethblanchard
@gabrielflorit
@jacrump
@anngerhart
@timmeko

Top Mentioned in G7:
@datavizsociety
@thestartup_
@cameron_chapman
@sherwinwilliams
@tdatascience
@connect4mary
@pratapvardhan
@elibryan
@tmrhyne

Top Mentioned in G8:
@observablehq
@duto_guerra
@eu_eurostat
@johnmuyskens
@washingtonpost
@tamaramunzner
@carnby

Top Mentioned in G9:
@albertocairo
@kirkdborne
@rlingle
@realbievent

Top Mentioned in G10:
@shawnmjones
@oducs
@tamaramunzner
@weiglemc
@ifromm

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@reuters
@nytimes
@washingtonpost
@wsj
@scmpnews
@carlosruz_f
@univdeportes
@morgenpost
@kirkdborne

Top Tweeters in G1:
@el_universal_mx
@reuters
@wsj
@univdeportes
@morgenpost
@mgerrydoyle
@gvlo2008
@apontedavid
@diegorottman
@simongerman600

Top Tweeters in G2:
@carlosruz_f
@p_pandora
@guillermoacuna
@dr_afrokid
@enbonnet
@pallards
@celestejaviera
@littlenancypere
@secuastroza
@cursobot

Top Tweeters in G3:
@scmpnews
@sciam
@natgeo
@la_lettura
@sciencefocus
@magnusbjerg
@fedfragapane
@altiziana
@scmpgraphics
@alucaslopez

Top Tweeters in G4:
@erictopol
@sciencemagazine
@nytgraphics
@atmccann
@laurenleatherby
@scottreinhard
@taraparkerpope
@blackili
@oooitsplasma
@sciencevisuals

Top Tweeters in G5:
@sleepingkebab
@fabien_ux
@mcrate_s
@taniki
@cglambdin
@luigidr
@anotensai
@dataheartist
@shadowymaus
@antmandan

Top Tweeters in G6:
@anngerhart
@joemfox
@sethblanchard
@postgraphics
@kevinuhrm
@gabrielflorit
@chrisalcantara
@dannysantaf
@tierneyl
@timmeko

Top Tweeters in G7:
@thestartup_
@tdatascience
@cameron_chapman
@tmrhyne
@sherwinwilliams
@connect4mary
@raulrainfall
@datavizsociety
@elibryan
@pratapvardhan

Top Tweeters in G8:
@washingtonpost
@sxywu
@nicoguaro
@eu_eurostat
@duto_guerra
@zakjan
@johnmuyskens
@observablehq
@karim_douieb

Top Tweeters in G9:
@kirkdborne
@albertocairo
@howarddresner
@rlingle
@serene_wizard
@jimericson
@markdresner
@realbievent

Top Tweeters in G10:
@roboticwrestler
@shawnmjones
@ifromm
@keyboardpipette
@tamaramunzner
@weiglemc
@berkustun
@oducs


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