infoviz OR infovis, Twitter, 2/12/2021 2:04:40 AM, 247530


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infoviz OR infovis_2021-02-11_17-49-45.xlsx
infoviz OR infovis_2021-02-11_17-49-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 12, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3acK2xN
@infovis_
@karadapena
@lndata
@m_eerens
@martaforesti
@elpais_info
@susanpage
@palewire
@sarahbellmaps
@atthar_mirza

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

Description:
Description
The graph represents a network of 164 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, 12 February 2021 at 01:50 UTC.

The requested start date was Friday, 12 February 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, 12-hour, 20-minute period from Friday, 29 January 2021 at 08:52 UTC to Wednesday, 10 February 2021 at 21:12 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 : 164
Unique Edges : 132
Edges With Duplicates : 236
Total Edges : 368
Number of Edge Types : 5
Replies to : 8
Mentions : 71
Retweet : 94
MentionsInRetweet : 130
Tweet : 65
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.0113636363636364
Reciprocated Edge Ratio : 0.0224719101123595
Connected Components : 20
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 264
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.432176
Graph Density : 0.00665868621876403
Modularity : 0.404221
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 164 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, 12 February 2021 at 01:50 UTC.

The requested start date was Friday, 12 February 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, 12-hour, 20-minute period from Friday, 29 January 2021 at 08:52 UTC to Wednesday, 10 February 2021 at 21:12 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:
[10] https://ils.unc.edu/~gotz/D3joins/
[2] https://hopin.com/events/outlierconf2021
[2] https://www.weforum.org/agenda/2021/02/global-warming-climate-change-historical-human-development-industrial-revolution?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=09/02/2021+17:00
[2] https://www.washingtonpost.com/graphics/2020/health/covid-vaccine-states-distribution-doses/
[2] https://www.bloomberg.com/graphics/jobs-numbers/?utm_medium=social&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_source=twitter&utm_campaign=socialflow-organic
[2] https://www.usatoday.com/in-depth/news/politics/2021/02/09/where-all-100-senators-stand-second-donald-trump-impeachment-trial/4405437001/
[2] https://trib.al/kmYXwEc
[2] https://trib.al/LO76Ey2
[2] https://public.flourish.studio/visualisation/5203845/
[2] https://www.nationalgeographic.com/animals/2021/02/worlds-biggest-owl-is-endangered-but-its-not-too-late/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210205animals-biggestowl::rid=&sf242708596=1

Top URLs in Tweet in G1:
[2] https://multimedia.scmp.com/infographics/news/china/article/3120147/j20-stealth-fighter/index.html?src=social
[2] https://mailchi.mp/c76af2bf9cf0/rjs-inspiration-13338879
[2] https://econ.trib.al/Zh3DWOl
[2] https://econ.trib.al/H1sS2Rn
[2] https://www.nationalgeographic.com/animals/2021/02/worlds-biggest-owl-is-endangered-but-its-not-too-late/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210205animals-biggestowl::rid=&sf242708596=1
[2] https://public.flourish.studio/visualisation/5203845/
[2] https://trib.al/LO76Ey2
[2] https://trib.al/kmYXwEc
[2] https://www.bloomberg.com/graphics/jobs-numbers/?utm_medium=social&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_source=twitter&utm_campaign=socialflow-organic
[2] https://www.washingtonpost.com/graphics/2020/health/covid-vaccine-states-distribution-doses/

Top URLs in Tweet in G2:
[10] https://ils.unc.edu/~gotz/D3joins/
[1] https://www.cs.odu.edu/~mweigle/CS725-S21/Home

Top URLs in Tweet in G3:
[2] https://hopin.com/events/outlierconf2021
[1] https://link.medium.com/PUAOwbYnIdb
[1] http://geotests.net/couleurs/frequences_en.html#ce
[1] https://link.medium.com/VrO0SZMxwdb
[1] https://link.medium.com/P7qkrk9OJdb

Top URLs in Tweet in G4:
[1] https://twitter.com/artistjaneadams/status/1357742550610771970
[1] https://www.youtube.com/watch?v=RLhpi252Rgw&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://www.lanacion.com.ar/2284152
[1] https://www.lanacion.com.ar/sociedad/muerte-al-volante-el-46-de-los-sinestros-fatales-ocurren-en-calles-y-avenidas-nid30012021/

Top URLs in Tweet in G6:
[1] https://dl.acm.org/doi/10.1109/TVCG.2007.70541?cookieSet=1
[1] https://twitter.com/nickknudsenus/status/1357809998613471232
[1] https://twitter.com/judell/status/1358089446856355841
[1] https://hablemosdeinfografia.com/episodio-7-resumen-de-infovis-2020

Top URLs in Tweet in G7:
[1] https://vita.had.co.nz/papers/inference-infovis.pdf

Top URLs in Tweet in G8:
[1] https://www.usatoday.com/in-depth/news/politics/2021/02/09/where-all-100-senators-stand-second-donald-trump-impeachment-trial/4405437001/

Top URLs in Tweet in G9:
[1] https://www.latimes.com/projects/california-coronavirus-cases-tracking-outbreak/covid-19-vaccines-distribution/
[1] https://www.latimes.com/projects/connecting-california-covid-cases-la-surge/
[1] https://www.latimes.com/projects/california-coronavirus-cases-tracking-outbreak/los-angeles-county/

Top URLs in Tweet in G10:
[1] https://gijn.org/2021/02/05/data-journalism-top-10-polarized-america-australias-pandemic-polands-toxic-air-the-arab-spring-life-as-lego/
[1] https://www.awwwards.com/sites/key-workers-odi

Top Domains
Top Domains in Tweet in Entire Graph:
[10] unc.edu
[9] trib.al
[7] twitter.com
[5] bloomberg.com
[4] usatoday.com
[3] medium.com
[3] tableau.com
[3] weforum.org
[3] washingtonpost.com
[3] buff.ly

Top Domains in Tweet in G1:
[8] trib.al
[5] bloomberg.com
[3] nationalgeographic.com
[3] washingtonpost.com
[3] weforum.org
[3] buff.ly
[3] usatoday.com
[3] econ.st
[2] scmp.com
[2] mailchi.mp

Top Domains in Tweet in G2:
[10] unc.edu
[1] odu.edu

Top Domains in Tweet in G3:
[3] medium.com
[2] hopin.com
[1] geotests.net

Top Domains in Tweet in G4:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[2] com.ar

Top Domains in Tweet in G6:
[2] twitter.com
[1] acm.org
[1] hablemosdeinfografia.com

Top Domains in Tweet in G7:
[1] co.nz

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

Top Domains in Tweet in G9:
[3] latimes.com

Top Domains in Tweet in G10:
[1] gijn.org
[1] awwwards.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[33] dataviz
[25] infovis
[19] visualanalytics
[15] siggraph
[15] ieeecga
[14] ieeevis
[13] albers_lucy
[12] infoviz
[12] colourlovers
[11] albersloc



Top Hashtags in Tweet in G1:
[6] dataviz
[5] informationdesign
[4] datavisualization
[3] covid19
[2] infographic
[2] china
[2] stealthfighter
[2] design
[2] tesla
[2] musk

Top Hashtags in Tweet in G3:
[20] dataviz
[20] infovis
[19] visualanalytics
[15] siggraph
[15] ieeecga
[14] ieeevis
[13] albers_lucy
[12] colourlovers
[11] albersloc
[11] durhamcountylib

Top Hashtags in Tweet in G4:
[4] infoviz
[3] dataviz
[3] datavis
[3] infovis
[3] analytics
[3] dataanalytics
[2] datascience
[1] elasticsearch
[1] nlp

Top Hashtags in Tweet in G6:
[2] infoviz
[1] visualization

Top Hashtags in Tweet in G10:
[1] ddj
[1] datavisualization
[1] migrant
[1] essentialworkers
[1] covid19
[1] design
[1] keyworkers
[1] migration
[1] recovery
[1] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[33] #dataviz
[25] #infovis
[24] more
[19] data
[19] #visualanalytics
[17] time
[15] #siggraph
[15] #ieeecga
[13] #ieeevis
[13] #albers_lucy

Top Words in Tweet in G1:
[11] data
[8] info_universal
[8] looking
[8] one
[8] more
[7] map
[7] look
[6] today
[6] coronavirus
[6] executive

Top Words in Tweet in G2:
[10] throwing
[10] more
[10] kudos
[10] time
[10] davidgotz
[10] d3
[10] joins
[10] walkthrough
[10] struggling
[9] weiglemc

Top Words in Tweet in G3:
[20] #dataviz
[20] #infovis
[19] #visualanalytics
[15] #siggraph
[15] #ieeecga
[13] #ieeevis
[13] #albers_lucy
[12] #colourlovers
[11] #albersloc
[11] #durhamcountylib

Top Words in Tweet in G4:
[4] #infoviz
[3] congratulations
[3] looking
[3] great
[3] things
[3] #dataviz
[3] #datavis
[3] #infovis
[3] #analytics
[3] #dataanalytics

Top Words in Tweet in G6:
[3] infovis
[2] everyday
[2] both
[2] work
[2] #infoviz

Top Words in Tweet in G7:
[2] infovis

Top Words in Tweet in G8:
[3] gt

Top Words in Tweet in G9:
[3] california
[3] more
[2] covid
[2] count
[2] cases
[2] deaths
[2] vax
[2] doses
[2] million
[2] first

Top Words in Tweet in G10:
[2] fedfragapane
[2] 10

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] #dataviz,#infovis
[13] #infovis,#visualanalytics
[10] throwing,more
[10] more,kudos
[10] kudos,time
[10] time,davidgotz
[10] davidgotz,d3
[10] d3,joins
[10] joins,walkthrough
[10] walkthrough,struggling

Top Word Pairs in Tweet in G1:
[5] info_universal,el_universal_mx
[4] data,visualization
[4] mandala,string
[4] worldâ,population
[4] population,live
[4] former,president
[4] president,donald
[4] donald,trump's
[3] covid,19
[3] data,vis

Top Word Pairs in Tweet in G2:
[10] throwing,more
[10] more,kudos
[10] kudos,time
[10] time,davidgotz
[10] davidgotz,d3
[10] d3,joins
[10] joins,walkthrough
[10] walkthrough,struggling
[9] weiglemc,throwing
[9] struggling,toâ

Top Word Pairs in Tweet in G3:
[20] #dataviz,#infovis
[13] #infovis,#visualanalytics
[8] #ieeecga,#durhamcountylib
[8] yellow,square
[6] color,faces
[6] #siggraph,#ieeevis
[6] #colortheory,#visualanalytics
[6] #siggraph,#ieeecga
[5] #albersloc,color
[5] #ieeevis,#ieeecga

Top Word Pairs in Tweet in G4:
[3] congratulations,looking
[3] looking,great
[3] great,things
[3] things,#dataviz
[3] #dataviz,#infoviz
[3] #infoviz,#datavis
[3] #datavis,#infovis
[3] #infovis,#analytics
[3] #analytics,#dataanalytics
[2] diverseinai,congratulations

Top Word Pairs in Tweet in G8:
[2] gt,gt

Top Word Pairs in Tweet in G9:
[2] vax,doses

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@davidgotz
@weiglemc
@info_universal
@datavizsociety
@econdailycharts
@el_universal_mx
@bbgvisualdata
@latimes
@tmrhyne
@simongerman600

Top Mentioned in G1:
@info_universal
@el_universal_mx
@econdailycharts
@bbgvisualdata
@palewire
@juanvelasco
@nytimes
@wsjgraphics
@usatgraphics
@simongerman600

Top Mentioned in G2:
@davidgotz
@weiglemc

Top Mentioned in G3:
@datavizsociety
@tmrhyne
@mollzmp
@jasonforrestftw
@abmakulec

Top Mentioned in G4:
@diverseinai
@weblyzard
@elastic
@webly
@moduluniversity

Top Mentioned in G5:
@lanacion
@lncreativa
@lndata
@gabrielpodesta
@florraltube
@mindetransporte

Top Mentioned in G7:
@isabelmeirelles
@tamaramunzner

Top Mentioned in G8:
@usatoday
@jzarracina
@carlieprocell
@savbehrmanndc

Top Mentioned in G9:
@latimes
@seangreene89
@andyroberson22
@rdmurphy

Top Mentioned in G10:
@fedfragapane
@piaaaac
@odidev

Top Tweeters
Top Tweeters in Entire Graph:
@edinburghwatch
@el_universal_mx
@nytimes
@lanacion
@washingtonpost
@lemondefr
@usatoday
@epuujee
@latimes
@wsj

Top Tweeters in G1:
@el_universal_mx
@nytimes
@wef
@r2d2c3poacco
@natgeo
@visualisingdata
@rojastorrijos
@simongerman600
@tableau
@wsjgraphics

Top Tweeters in G2:
@shawnmjones
@phonedude_mln
@weiglemc
@acnwala
@davidgotz
@webscidl
@gavindya2
@kritika_garg
@fanchyna
@himarshaj

Top Tweeters in G3:
@abmakulec
@tmrhyne
@sherwinwilliams
@jasonforrestftw
@rb_marcus
@datavizsociety
@mollzmp

Top Tweeters in G4:
@epuujee
@pyscalellc
@diverseinai
@elastic
@weblyzard
@webly
@moduluniversity

Top Tweeters in G5:
@lanacion
@lndata
@lncreativa
@mindetransporte
@gabrielpodesta
@florraltube

Top Tweeters in G6:
@rickmunoz
@story645
@figma
@aaizemberg
@treerao
@rtfgtffgffgg_34

Top Tweeters in G7:
@filwd
@tamaramunzner
@isabelmeirelles
@michelle_borkin
@gunnhildsp

Top Tweeters in G8:
@usatoday
@susanpage
@savbehrmanndc
@carlieprocell
@jzarracina

Top Tweeters in G9:
@latimes
@palewire
@rdmurphy
@seangreene89
@andyroberson22

Top Tweeters in G10:
@gijn
@odidev
@martaforesti
@fedfragapane
@piaaaac


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