infoviz OR infovis, Twitter, 7/24/2020 1:57:41 AM, 231039


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infoviz OR infovis_2020-07-23_17-55-12.xlsx
infoviz OR infovis_2020-07-23_17-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 24, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/32Li0WZ
@infovis_
@tmrhyne
@jzarracina
@juruwolfe
@sdbernard
@xocasgv
@mesabree
@reutersgraphics
@simongerman600
@datafesttbilisi

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

Description:
Description
The graph represents a network of 194 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, 24 July 2020 at 00:55 UTC.

The requested start date was Friday, 24 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 11-hour, 18-minute period from Friday, 10 July 2020 at 12:03 UTC to Wednesday, 22 July 2020 at 23:21 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 : 194
Unique Edges : 166
Edges With Duplicates : 221
Total Edges : 387
Number of Edge Types : 5
Retweet : 80
MentionsInRetweet : 119
Tweet : 76
Mentions : 104
Replies to : 8
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0147783251231527
Reciprocated Edge Ratio : 0.029126213592233
Connected Components : 33
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 256
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.537111
Graph Density : 0.00550184285027509
Modularity : 0.489918
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 194 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, 24 July 2020 at 00:55 UTC.

The requested start date was Friday, 24 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 11-hour, 18-minute period from Friday, 10 July 2020 at 12:03 UTC to Wednesday, 22 July 2020 at 23:21 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:
[5] https://multimedia.scmp.com/infographics/news/world/article/3093101/african-slave-trade-history/index.html?src=social
[5] https://visualizing.jp/
[4] https://link.medium.com/iFMsgIIXk8
[3] https://twitter.com/andishehnouraee/status/1284237474831761408
[3] https://visualizing.jp/world-gov-infoviz-report/
[3] https://twitter.com/VIS4DH/status/1283458756861362177
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fdata-visualization-for-eda-exploratory-data-analysis-f001a1bf0087%3Fsource%3Dsocial.tw
[2] https://www.instagram.com/accounts/login/?next=/federicafragapane/
[2] https://jaimeserra-archivos.blogspot.com/2020/07/la-relacion-que-mantengo-con-buenos.html
[2] https://www.theguardian.com/australia-news/datablog/ng-interactive/2020/jul/20/victoria-coronavirus-map-melbourne-covid-19-cases-by-region-vic-case-numbers-data-trend-rising-falling-corona-hotspots-areas-postcodes

Top URLs in Tweet in G1:
[5] https://multimedia.scmp.com/infographics/news/world/article/3093101/african-slave-trade-history/index.html?src=social
[2] https://www.wsj.com/articles/for-some-stocks-bad-news-is-now-good-news-11595237401
[2] https://www.washingtonpost.com/graphics/2020/world/coronavirus-pandemic-lives-upended/
[2] https://www.nytimes.com/es/interactive/2020/espanol/mundo/coronavirus-en-estados-unidos.html
[2] https://trib.al/VePqJZn
[2] https://www.pscp.tv/w/cdzsSTFQWEVkbXh2eUxiUWV8MXZPeHdrUXJhTW94QslkXr823EIoLqh3L2rylJEsQF7iTL9N4hRDXNoO5PYs
[2] https://www.nytimes.com/2020/07/15/technology/twitter-hack-bill-gates-elon-musk.html
[2] https://ft.trib.al/FsRMJsO
[2] https://www.theguardian.com/australia-news/datablog/ng-interactive/2020/jul/20/victoria-coronavirus-map-melbourne-covid-19-cases-by-region-vic-case-numbers-data-trend-rising-falling-corona-hotspots-areas-postcodes
[2] https://jaimeserra-archivos.blogspot.com/2020/07/la-relacion-que-mantengo-con-buenos.html

Top URLs in Tweet in G2:
[4] https://link.medium.com/iFMsgIIXk8
[2] https://twitter.com/TheNCDS/status/1281617944418627586
[2] https://link.medium.com/B3Y1LZzD57
[2] https://link.medium.com/v7ziVYznc8
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmarker.medium.com%2Fthis-chart-predicts-which-colleges-will-survive-the-coronavirus-8aa3a4f4c9e6%3Fsource%3Dsocial.tw
[1] https://sciviscolor.org/home/colormoves/
[1] https://www.linkedin.com/slink?code=dgztHZr
[1] https://www.linkedin.com/slink?code=dP5EQ-e
[1] https://kepler.gl/
[1] https://link.medium.com/aFCCvY7YU7

Top URLs in Tweet in G3:
[1] https://twitter.com/ShijiaWendy/status/1274280939246387203
[1] https://twitter.com/mxbernhard/status/1282522323124318208
[1] https://ipiracity.com/boletim-da-infovis-bahia-traca-o-perfil-epidemiologico-da-covid-19-no-estado/
[1] https://visualizing.jp/
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b3277432f7d77203b434d20304a77432f59&location_id=4687594653113374178&signature=166064ac01bdec16deda39abe15eb58829034e1d2a1a157982bf1b6ae0d3ae6c
[1] https://infovis.fh-potsdam.de/femscroll/genderbias/
[1] https://twitter.com/Obdurodon/status/1285689452581523459
[1] https://philogb.github.io/jit/
[1] https://infovis-wiki.net/wiki/Internet_Relay_Chat
[1] https://docs.anaconda.com/anaconda/user-guide/tasks/using-r-language/

Top URLs in Tweet in G4:
[1] https://infovis.fh-potsdam.de/planetscroll/
[1] https://infovis.fh-potsdam.de/planetscroll/klimagerechtigkeit/
[1] https://twitter.com/borism/status/1283688709787922432

Top URLs in Tweet in G5:
[1] https://attend.ieee.org/istas-2020/program/

Top URLs in Tweet in G7:
[1] https://www.usatoday.com/in-depth/graphics/2020/07/10/maps-show-covid-19-hot-spot-surge-south/5397551002/

Top URLs in Tweet in G8:
[1] https://fivethirtyeight.com/features/white-neighborhoods-have-more-access-to-covid-19-testing-sites/
[1] https://fivethirtyeight.com/features/roberts-is-the-new-swing-justice-that-doesnt-mean-hes-becoming-more-liberal/

Top URLs in Tweet in G9:
[1] https://twitter.com/fndViT/status/1285528498048831488

Top URLs in Tweet in G10:
[1] https://www.ft.com/content/4ff254ed-960d-4b35-a6c0-1e60a6e79d91

Top Domains
Top Domains in Tweet in Entire Graph:
[23] twitter.com
[18] medium.com
[13] linkedin.com
[8] visualizing.jp
[5] scmp.com
[5] nytimes.com
[4] trib.al
[3] wsj.com
[3] fh-potsdam.de
[2] infovis-wiki.net

Top Domains in Tweet in G1:
[5] nytimes.com
[5] scmp.com
[4] trib.al
[3] wsj.com
[3] twitter.com
[2] washingtonpost.com
[2] pscp.tv
[2] theguardian.com
[2] blogspot.com
[2] instagram.com

Top Domains in Tweet in G2:
[17] medium.com
[13] linkedin.com
[8] twitter.com
[1] sciviscolor.org
[1] kepler.gl
[1] geotests.net

Top Domains in Tweet in G3:
[3] twitter.com
[2] researchgate.net
[1] ipiracity.com
[1] visualizing.jp
[1] ne.jp
[1] fh-potsdam.de
[1] github.io
[1] infovis-wiki.net
[1] anaconda.com
[1] jhsph.edu

Top Domains in Tweet in G4:
[2] fh-potsdam.de
[1] twitter.com

Top Domains in Tweet in G5:
[1] ieee.org

Top Domains in Tweet in G7:
[1] usatoday.com

Top Domains in Tweet in G8:
[2] fivethirtyeight.com

Top Domains in Tweet in G9:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[59] infovis
[53] dataviz
[20] ieeevis
[19] siggraph
[17] ieeecga
[14] visualanalytics
[13] albersloc
[13] albers_lucy
[12] colourlovers
[11] durhamcountylib



Top Hashtags in Tweet in G1:
[6] sciartportfolioweek
[5] racism
[5] slavery
[5] america
[4] infographic
[4] covid__19
[4] africa
[4] colonialism
[3] sciart
[2] dataviz

Top Hashtags in Tweet in G2:
[50] infovis
[49] dataviz
[19] siggraph
[17] ieeevis
[17] ieeecga
[14] visualanalytics
[13] albersloc
[13] albers_lucy
[12] colourlovers
[11] durhamcountylib

Top Hashtags in Tweet in G4:
[2] klimasemester
[1] scrollytelling
[1] klimagerechtigkeit

Top Hashtags in Tweet in G5:
[2] hci
[2] pioneer
[2] infovis
[2] socialmedia
[2] istas20
[1] virtual

Top Hashtags in Tweet in G9:
[1] dataviz
[1] transparency
[1] opendata

Top Hashtags in Tweet in G10:
[1] quantarctica
[1] blender3d
[1] gistribe

Top Words
Top Words in Tweet in Entire Graph:
[59] #infovis
[53] #dataviz
[25] data
[20] #ieeevis
[19] #siggraph
[17] #ieeecga
[15] coronavirus
[14] #visualanalytics
[13] datavizsociety
[13] #albersloc

Top Words in Tweet in G1:
[12] coronavirus
[8] 19
[8] deaths
[7] data
[7] people
[6] covid
[6] million
[6] 000
[6] #sciartportfolioweek
[6] more

Top Words in Tweet in G2:
[50] #infovis
[49] #dataviz
[19] #siggraph
[17] #ieeevis
[17] #ieeecga
[14] #visualanalytics
[13] data
[13] datavizsociety
[13] #albersloc
[13] #albers_lucy

Top Words in Tweet in G3:
[6] infovis
[4] infoviz
[4] dah
[2] consulting
[2] quiz
[2] ja
[2] assignment

Top Words in Tweet in G4:
[10] fhpotsdam
[9] planetary
[9] scrollytelling
[9] kurs
[9] studierende
[9] untersucht
[9] system
[9] erde
[9] zeitalter
[8] nrchtct

Top Words in Tweet in G5:
[2] official
[2] benbendc
[2] #hci
[2] #pioneer
[2] #infovis
[2] #socialmedia
[2] uofmaryland
[2] speak
[2] ieeessit
[2] #istas20

Top Words in Tweet in G6:
[2] vis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[36] #dataviz,#infovis
[13] #infovis,#dataviz
[10] covid,19
[9] #infovis,#visualanalytics
[9] #siggraph,#ieeevis
[9] #ieeevis,#ieeecga
[9] planetary,scrollytelling
[9] scrollytelling,kurs
[9] kurs,fhpotsdam
[9] fhpotsdam,studierende

Top Word Pairs in Tweet in G1:
[6] covid,19
[5] #racism,#slavery
[5] #slavery,#america
[4] info_universal,el_universal_mx
[4] slave,trade
[4] #america,#africa
[4] #africa,#colonialism
[3] mesabree,#sciartportfolioweek
[3] 2020,more
[2] data,visualization

Top Word Pairs in Tweet in G2:
[36] #dataviz,#infovis
[12] #infovis,#dataviz
[9] #albersloc,button
[9] button,optics
[9] #infovis,#visualanalytics
[9] #ieeevis,#ieeecga
[9] #siggraph,#ieeevis
[8] #ieeecga,#durhamcountylib
[7] datavizsociety,#dataviz
[5] optics,gt

Top Word Pairs in Tweet in G4:
[9] planetary,scrollytelling
[9] scrollytelling,kurs
[9] kurs,fhpotsdam
[9] fhpotsdam,studierende
[9] studierende,untersucht
[9] untersucht,system
[9] system,erde
[9] erde,zeitalter
[8] nrchtct,planetary
[8] zeitalter,anthropo

Top Word Pairs in Tweet in G5:
[2] official,benbendc
[2] benbendc,#hci
[2] #hci,#pioneer
[2] #pioneer,#infovis
[2] #infovis,#socialmedia
[2] #socialmedia,uofmaryland
[2] uofmaryland,speak
[2] speak,ieeessit
[2] ieeessit,#istas20
[2] #istas20,asu_sfis

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datavizsociety
@fhpotsdam
@tmrhyne
@nrchtct
@tdatascience
@scmpgraphics
@info_universal
@el_universal_mx
@gnsiorg
@fedfragapane

Top Mentioned in G1:
@scmpgraphics
@info_universal
@el_universal_mx
@mesabree
@fedfragapane
@reutersgraphics
@juruwolfe
@fmanjoo
@gnsi
@amractionfund

Top Mentioned in G2:
@datavizsociety
@tmrhyne
@tdatascience
@amycesal
@irlington
@profgalloway
@mrkr
@ieeevis
@amawest_
@abmakulec

Top Mentioned in G4:
@fhpotsdam
@nrchtct

Top Mentioned in G5:
@benbendc
@uofmaryland
@ieeessit
@asu_sfis
@katinamichael
@cidseasu
@uowresearch
@robaabbas
@erinchiou

Top Mentioned in G6:
@birdbassador
@mjskay
@filwd
@sharoz
@jdfaviz
@elijah_meeks
@albertocairo

Top Mentioned in G7:
@mikestucka
@janiehaseman
@carlieprocell
@shawnjsullivan
@ramon_padilla
@usatgraphics
@usatoday

Top Mentioned in G8:
@abcnews
@fivethirtyeight
@ryanabest
@_schem
@elena___mejia

Top Mentioned in G9:
@kpeiro
@antonbardera
@fundacioudg
@fndvit

Top Mentioned in G10:
@financialtimes
@lesliehook
@norskpolar
@qgis

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@clarincom
@usatoday
@wsj
@abcnews
@financialtimes
@afp
@nytopinion
@albertocairo
@fivethirtyeight

Top Tweeters in G1:
@el_universal_mx
@clarincom
@wsj
@afp
@nytopinion
@sciam
@giner
@simongerman600
@ismaelnafria
@chazhutton

Top Tweeters in G2:
@datasciencebot_
@tarasnovak
@profgalloway
@abmakulec
@tdatascience
@tmrhyne
@sherwinwilliams
@amycesal
@katiemccurdy
@mrkr

Top Tweeters in G3:
@nuryanaqaisara
@peaceful1979
@ladysuzelle
@mohri
@takeshi_nishida
@ipiracity
@jhilden
@jessschillinger
@joyannboyce
@en_dash

Top Tweeters in G4:
@cartocalypse
@nrchtct
@_sguette
@benjbach
@simonsimson
@fhpotsdam
@borism
@wagnercosima
@storyunite
@janasinakeck

Top Tweeters in G5:
@uofmaryland
@uowresearch
@katinamichael
@shoha99
@ieeessit
@asu_sfis
@benbendc
@erinchiou
@robaabbas
@cidseasu

Top Tweeters in G6:
@albertocairo
@sharoz
@dr_tj
@elijah_meeks
@birdbassador
@filwd
@mjskay
@jdfaviz
@jessicahullman

Top Tweeters in G7:
@usatoday
@mikestucka
@carlieprocell
@jzarracina
@shawnjsullivan
@janiehaseman
@usatgraphics
@ramon_padilla

Top Tweeters in G8:
@abcnews
@fivethirtyeight
@_schem
@juruwolfe
@elena___mejia
@ryanabest

Top Tweeters in G9:
@kpeiro
@fundacioudg
@xocasgv
@antonbardera
@fndvit

Top Tweeters in G10:
@financialtimes
@sdbernard
@qgis
@norskpolar
@lesliehook


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