infoviz OR infovis, Twitter, 7/31/2020 1:05:07 AM, 231449


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infoviz OR infovis_2020-07-30_17-55-12.xlsx
infoviz OR infovis_2020-07-30_17-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/2DiS5Ly
@infovis_
@tmrhyne
@carlbrandon
@xocasgv
@juruwolfe
@birdbassador
@anychart
@dr_tj
@simongerman600
@mesabree

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

Description:
Description
The graph represents a network of 168 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, 31 July 2020 at 00:55 UTC.

The requested start date was Friday, 31 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, 20-hour, 51-minute period from Friday, 17 July 2020 at 06:50 UTC to Thursday, 30 July 2020 at 03:42 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 : 168
Unique Edges : 117
Edges With Duplicates : 212
Total Edges : 329
Number of Edge Types : 5
Mentions : 76
Replies to : 10
Tweet : 64
Retweet : 75
MentionsInRetweet : 104
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.0178571428571429
Reciprocated Edge Ratio : 0.0350877192982456
Connected Components : 33
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 41
Maximum Edges in a Connected Component : 89
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.033854
Graph Density : 0.00609495295124038
Modularity : 0.513904
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 168 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, 31 July 2020 at 00:55 UTC.

The requested start date was Friday, 31 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, 20-hour, 51-minute period from Friday, 17 July 2020 at 06:50 UTC to Thursday, 30 July 2020 at 03:42 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://link.medium.com/iFMsgIIXk8
[6] https://observablehq.com/@pierreleripoll/how-to-visualize-periodic-signals
[3] https://visualizing.jp/world-gov-infoviz-report/
[3] https://link.medium.com/A38ut3n5q8
[3] https://twitter.com/andishehnouraee/status/1284237474831761408
[2] https://pypi.org/project/hotelling/
[2] https://ft.trib.al/Su907Zc
[2] https://multimedia.scmp.com/infographics/news/world/article/3093101/african-slave-trade-history/index.html?src=social
[2] https://www.instagram.com/accounts/login/?next=/federicafragapane/
[2] https://jaimeserra-archivos.blogspot.com/2020/07/la-relacion-que-mantengo-con-buenos.html

Top URLs in Tweet in G1:
[2] https://ft.trib.al/Su907Zc
[2] https://www.wsj.com/articles/for-some-stocks-bad-news-is-now-good-news-11595237401
[2] https://jaimeserra-archivos.blogspot.com/2020/07/la-relacion-que-mantengo-con-buenos.html
[2] https://www.instagram.com/accounts/login/?next=/federicafragapane/
[2] https://multimedia.scmp.com/infographics/news/world/article/3093101/african-slave-trade-history/index.html?src=social
[1] https://twitter.com/ElizabethCue_/status/1284574717492568064
[1] https://twitter.com/erictopol/status/1285274716219924480
[1] https://twitter.com/datafesttbilisi/status/1285946231345369093
[1] https://www.bloomberg.com/graphics/2020-new-york-city-reopening/?utm_medium=social&utm_campaign=socialflow-organic&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter
[1] https://www.elperiodico.com/es/sociedad/20200720/coronavirus-catalunya-ultima-hora-casos-7949013?utm_source=twitter&utm_medium=social&utm_campaign=btn-share

Top URLs in Tweet in G2:
[7] https://link.medium.com/iFMsgIIXk8
[3] https://link.medium.com/A38ut3n5q8
[2] https://link.medium.com/v7ziVYznc8
[1] https://observablehq.com/@pierreleripoll/how-to-visualize-periodic-signals
[1] https://link.medium.com/kAHYGd04v8
[1] https://link.medium.com/D09a6rXYn8
[1] https://twitter.com/DataVizSociety/status/1286693708595855361
[1] https://www.linkedin.com/slink?code=dFK4yrP
[1] https://www.linkedin.com/slink?code=dRz8sUR
[1] http://geotests.net/couleurs/frequences_en.html#ce

Top URLs in Tweet in G3:
[1] https://www.humblebundle.com/books/be-the-change-books

Top URLs in Tweet in G4:
[1] https://research.tableau.com/sites/default/files/CHI-cameraready.pdf
[1] http://sci.utah.edu/~vdl/papers/2019_infovis_criteria.pdf
[1] https://www.mitpressjournals.org/doi/pdf/10.1162/grey_a_00286?cookieSet=1

Top URLs in Tweet in G5:
[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/
[1] http://www.biostat.jhsph.edu/~ajaffe/docs/undergradguidetoR.pdf
[1] https://www.researchgate.net/publication/279753501_al3c_High-performance_software_for_parameter_inference_using_Approximate_Bayesian_Computation
[1] https://www.researchgate.net/figure/Proposed-treatment-algorithm-for-patients-aged-60-years-with-newly-diagnosed-AML-All_fig1_285542382

Top URLs in Tweet in G6:
[1] https://infovis.fh-potsdam.de/planetscroll/

Top URLs in Tweet in G7:
[5] https://observablehq.com/@pierreleripoll/how-to-visualize-periodic-signals

Top URLs in Tweet in G8:
[1] https://piaui.folha.uol.com.br/lupa/epicentro/

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=0b_eHBZLM6U

[1] https://kieranhealy.org/blog/archives/2015/06/12/americas-ur-choropleths/

Top Domains
Top Domains in Tweet in Entire Graph:
[21] medium.com
[14] twitter.com
[12] linkedin.com
[7] observablehq.com
[4] visualizing.jp
[3] wsj.com
[2] pypi.org
[2] trib.al
[2] scmp.com
[2] instagram.com

Top Domains in Tweet in G1:
[4] twitter.com
[3] wsj.com
[2] trib.al
[2] blogspot.com
[2] instagram.com
[2] scmp.com
[1] bloomberg.com
[1] elperiodico.com
[1] clarin.com
[1] youtube.com

Top Domains in Tweet in G2:
[21] medium.com
[10] linkedin.com
[4] twitter.com
[1] observablehq.com
[1] geotests.net
[1] publicdomainreview.org
[1] algorithmia.com
[1] sciviscolor.org

Top Domains in Tweet in G3:
[1] humblebundle.com

Top Domains in Tweet in G4:
[1] tableau.com
[1] utah.edu
[1] mitpressjournals.org

Top Domains in Tweet in G5:
[2] visualizing.jp
[2] researchgate.net
[1] ne.jp
[1] fh-potsdam.de
[1] twitter.com
[1] github.io
[1] infovis-wiki.net
[1] anaconda.com
[1] jhsph.edu
[1] nature.com

Top Domains in Tweet in G6:
[1] fh-potsdam.de

Top Domains in Tweet in G7:
[5] observablehq.com

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

Top Domains in Tweet in G10:
[1] youtube.com
[1] kieranhealy.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] dataviz
[61] infovis
[19] siggraph
[18] ieeevis
[16] ieeecga
[13] visualanalytics
[13] albers_lucy
[11] durhamcountylib
[11] infoviz
[10] albersloc



Top Hashtags in Tweet in G1:
[2] aip
[2] covid__19
[2] covid19mx
[2] infographics
[2] sciartportfolioweek
[2] cardiac
[2] covidー19
[2] infographic
[2] infografía
[2] musica

Top Hashtags in Tweet in G2:
[51] infovis
[50] dataviz
[19] siggraph
[18] ieeevis
[16] ieeecga
[13] visualanalytics
[13] albers_lucy
[11] durhamcountylib
[10] albersloc
[10] color

Top Hashtags in Tweet in G3:
[1] infoviz

Top Hashtags in Tweet in G5:
[1] tsundoku
[1] fixed
[1] datviz
[1] infoviz
[1] reading
[1] books

Top Hashtags in Tweet in G6:
[1] klimasemester

Top Hashtags in Tweet in G7:
[5] infovis
[5] dataviz
[5] opensource
[5] javascript
[1] webdev

Top Hashtags in Tweet in G8:
[1] infovis
[1] vis
[1] anthopographic
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[64] #dataviz
[61] #infovis
[22] work
[22] data
[21] one
[19] #siggraph
[19] web
[18] #ieeevis
[16] datavizsociety
[16] #ieeecga

Top Words in Tweet in G1:
[8] coronavirus
[6] people
[4] little
[4] deaths
[4] rate
[4] mundo
[4] número
[4] excited
[4] black
[4] historia

Top Words in Tweet in G2:
[51] #infovis
[50] #dataviz
[19] #siggraph
[18] #ieeevis
[16] datavizsociety
[16] #ieeecga
[15] data
[13] #visualanalytics
[13] #albers_lucy
[11] #durhamcountylib

Top Words in Tweet in G3:
[17] work
[16] breadth
[16] offer
[16] bundle
[16] amazing
[16] one
[16] favorite
[16] treasures
[16] inclusion
[16] web

Top Words in Tweet in G4:
[3] jessicahullman
[3] mjskay
[3] albertocairo
[3] infovis
[2] dfreelon
[2] syardi
[2] jschwabish
[2] visualization
[2] vis

Top Words in Tweet in G5:
[6] infovis
[5] dah
[3] assignment
[2] 世界の行政機関
[2] 情報可視化
[2] 事例
[2] quiz
[2] ja
[2] infoviz

Top Words in Tweet in G6:
[9] planetary
[9] scrollytelling
[9] kurs
[9] fhpotsdam
[9] studierende
[9] untersucht
[9] system
[9] erde
[9] zeitalter
[8] nrchtct

Top Words in Tweet in G7:
[5] visualize
[5] periodicity
[5] using
[5] animation
[5] #infovis
[5] #dataviz
[5] #opensource
[5] #javascript
[4] ignasialcalde

Top Words in Tweet in G8:
[5] antropográfico
[5] fantástico
[5] tenta
[5] gerar
[5] compaixão
[5] nas
[5] pessoas
[5] meio
[5] uma
[5] narrativa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] #dataviz,#infovis
[17] #infovis,#dataviz
[16] breadth,work
[16] work,offer
[16] offer,bundle
[16] bundle,amazing
[16] amazing,one
[16] one,favorite
[16] favorite,treasures
[16] treasures,inclusion

Top Word Pairs in Tweet in G1:
[2] trump,attempts
[2] attempts,shift
[2] shift,tone
[2] tone,gloomy
[2] gloomy,election
[2] election,polls
[2] polls,show
[2] show,trailing
[2] trailing,biden
[2] acuerdo,estudio

Top Word Pairs in Tweet in G2:
[39] #dataviz,#infovis
[11] #infovis,#dataviz
[10] datavizsociety,#dataviz
[10] #siggraph,#ieeevis
[9] #infovis,#visualanalytics
[9] orange,cyan
[8] #ieeevis,#ieeecga
[7] makes,data
[7] data,visualisation
[7] visualisation,elegant

Top Word Pairs in Tweet in G3:
[16] breadth,work
[16] work,offer
[16] offer,bundle
[16] bundle,amazing
[16] amazing,one
[16] one,favorite
[16] favorite,treasures
[16] treasures,inclusion
[16] inclusion,web
[16] web,dubois

Top Word Pairs in Tweet in G4:
[2] dfreelon,jessicahullman
[2] jessicahullman,syardi
[2] syardi,mjskay
[2] mjskay,albertocairo
[2] albertocairo,jschwabish

Top Word Pairs in Tweet in G5:
[2] 世界の行政機関,情報可視化
[2] 情報可視化,事例

Top Word Pairs in Tweet in G6:
[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 G7:
[5] visualize,periodicity
[5] periodicity,using
[5] using,animation
[5] animation,#infovis
[5] #infovis,#dataviz
[5] #dataviz,#opensource
[5] #opensource,#javascript
[4] ignasialcalde,visualize

Top Word Pairs in Tweet in G8:
[5] antropográfico,fantástico
[5] fantástico,tenta
[5] tenta,gerar
[5] gerar,compaixão
[5] compaixão,nas
[5] nas,pessoas
[5] pessoas,meio
[5] meio,uma
[5] uma,narrativa
[5] narrativa,bem

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@carlbrandon
@datavizsociety
@tmrhyne
@fhpotsdam
@nrchtct
@ignasialcalde
@luizaugustomm
@mjskay
@albertocairo
@tdatascience

Top Mentioned in G1:
@fedfragapane
@scmpgraphics
@amractionfund
@sciam
@kpeiro
@antonbardera
@abcnews
@fivethirtyeight
@datafesttbilisi
@clarincom

Top Mentioned in G2:
@datavizsociety
@tmrhyne
@anychart
@tdatascience
@irlington
@pierreripoll
@romsson
@aarieff
@abmakulec
@katiemccurdy

Top Mentioned in G3:
@carlbrandon
@ckgill

Top Mentioned in G4:
@mjskay
@albertocairo
@jessicahullman
@syardi
@jschwabish
@miriah_meyer
@jsndyks
@birdbassador
@filwd
@sharoz

Top Mentioned in G6:
@fhpotsdam
@nrchtct

Top Mentioned in G7:
@ignasialcalde

Top Mentioned in G8:
@luizaugustomm

Top Mentioned in G9:
@catswetel
@datarevelations

Top Mentioned in G10:
@iamjohnoliver
@lastweektonight
@kjhealy

Top Tweeters
Top Tweeters in Entire Graph:
@angelsscream
@clarincom
@wsj
@abcnews
@danielakayb
@geekmelange
@karnythia
@ahmarasmithart
@albertocairo
@theblerdgurl

Top Tweeters in G1:
@clarincom
@wsj
@abcnews
@fivethirtyeight
@sciam
@simongerman600
@ismaelnafria
@chazhutton
@yolo_tengo
@amiifmx

Top Tweeters in G2:
@aarieff
@jordantzvetkov
@profgalloway
@abmakulec
@tdatascience
@tmrhyne
@sherwinwilliams
@jminguillona
@anychart
@romsson

Top Tweeters in G3:
@angelsscream
@danielakayb
@geekmelange
@karnythia
@ahmarasmithart
@theblerdgurl
@jhameia
@divineblkpearl
@datenar
@hickumu

Top Tweeters in G4:
@albertocairo
@syardi
@dfreelon
@jschwabish
@sharoz
@dr_tj
@elijah_meeks
@birdbassador
@filwd
@jsndyks

Top Tweeters in G5:
@nuryanaqaisara
@sleepingkebab
@_yuserii
@peaceful1979
@ladysuzelle
@mohri
@17117188
@dataheartist
@joyannboyce
@en_dash

Top Tweeters in G6:
@cartocalypse
@nrchtct
@_sguette
@benjbach
@simonsimson
@fhpotsdam
@borism
@wagnercosima
@storyunite
@janasinakeck

Top Tweeters in G7:
@harryhsolo
@_codenewbiebot
@ignasialcalde
@francesc_morera
@elgatdolent

Top Tweeters in G8:
@jonipi
@luizaugustomm
@mathsalvs
@franmodesto
@ffosilva

Top Tweeters in G9:
@catswetel
@t_magennis
@cglambdin
@datarevelations

Top Tweeters in G10:
@lastweektonight
@spectrophagus
@iamjohnoliver
@kjhealy


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