infoviz OR infovis, Twitter, 3/12/2021 7:35:14 AM, 250506


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infoviz OR infovis_2021-03-11_17-49-45.xlsx
infoviz OR infovis_2021-03-11_17-49-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3bChizo
@infovis_
@florraltube
@elpais_info
@ploscri
@atloteam
@usatgraphics
@wsjgraphics
@rawgraphs
@odidev
@ferranmorales

Top hashtags:
#snd42digital
#snd42
#dataviz
#infovis
#visualanalytics
#ieeecga
#siggraph

Description:
Description
The graph represents a network of 176 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 March 2021 at 01:50 UTC.

The requested start date was Friday, 12 March 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, 17-hour, 54-minute period from Friday, 26 February 2021 at 06:42 UTC to Thursday, 11 March 2021 at 00:36 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 : 176
Unique Edges : 147
Edges With Duplicates : 290
Total Edges : 437
Number of Edge Types : 5
Mentions : 103
Replies to : 2
Tweet : 63
Retweet : 109
MentionsInRetweet : 160
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.00505050505050505
Reciprocated Edge Ratio : 0.0100502512562814
Connected Components : 24
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 103
Maximum Edges in a Connected Component : 321
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.473904
Graph Density : 0.00646103896103896
Modularity : 0.370442
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 176 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 March 2021 at 01:50 UTC.

The requested start date was Friday, 12 March 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, 17-hour, 54-minute period from Friday, 26 February 2021 at 06:42 UTC to Thursday, 11 March 2021 at 00:36 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:
[3] https://pypi.org/project/pandasgui/
[2] http://web.uvic.ca/~cperin/teaching/2021/infovis/documents/guest-speaker-series.html
[2] https://coolors.co/
[2] https://econ.trib.al/CD7OcwG
[2] https://ft.trib.al/TfvOdkp
[2] https://flowingdata.com/2021/03/04/rawgraphs-2-0-an-open-source-tool-to-visualize-data/
[2] https://www.bloomberg.com/news/articles/2021-02-28/the-five-hotspots-where-food-prices-are-getting-people-worried?utm_medium=social&utm_campaign=socialflow-organic&utm_content=graphics&utm_source=twitter&cmpid%3D=socialflow-twitter-graphics
[2] https://www.eluniversal.com.mx/nacion/coronavirus-mexico-cumple-un-ano-enfermo-de-covid-19
[2] https://elpais.com/clima-y-medio-ambiente/2021-02-27/los-chiringuitos-de-playa-que-crecen-hacia-abajo.html
[2] https://nyti.ms/37PI5pA

Top URLs in Tweet in G1:
[2] https://elpais.com/clima-y-medio-ambiente/2021-02-27/los-chiringuitos-de-playa-que-crecen-hacia-abajo.html
[2] https://www.eluniversal.com.mx/nacion/coronavirus-mexico-cumple-un-ano-enfermo-de-covid-19
[2] https://www.bloomberg.com/news/articles/2021-02-28/the-five-hotspots-where-food-prices-are-getting-people-worried?utm_medium=social&utm_campaign=socialflow-organic&utm_content=graphics&utm_source=twitter&cmpid%3D=socialflow-twitter-graphics
[2] https://flowingdata.com/2021/03/04/rawgraphs-2-0-an-open-source-tool-to-visualize-data/
[2] https://ft.trib.al/TfvOdkp
[2] https://econ.trib.al/CD7OcwG
[1] https://multimedia.scmp.com/infographics/news/china/article/3123696/wengding-village-fire/index.html?src=social
[1] https://www.scmp.com/video/scmp-films/3112897/chinas-rebel-city-hong-kong-protests
[1] https://kampanjat.hs.fi/climatefont/index.html
[1] https://econ.st/2NGXO2W

Top URLs in Tweet in G2:
[2] https://www.nytimes.com/interactive/2020/04/14/science/coronavirus-transmission-cough-6-feet-ar-ul.html
[2] https://www.nytimes.com/interactive/2020/03/22/world/coronavirus-spread.html
[2] https://tmsnrt.rs/37VXch4
[2] https://nyti.ms/37PI5pA
[1] https://www.latimes.com/about/pressreleases/story/2021-03-02/with-20-wins-times-sets-new-mark-at-best-of-digital-design-awards
[1] https://twitter.com/palewire/status/1364616233237106691
[1] https://nyti.ms/2ZZ7sAO
[1] https://nyti.ms/3q20Jk6
[1] https://nyti.ms/3r4M2OA
[1] https://www.snd.org/bodd/2021/02/25/2020-results/

Top URLs in Tweet in G3:
[1] https://www.snd.org/bodd/2021/02/25/2020-silver-and-gold-medals/

Top URLs in Tweet in G4:
[1] http://ieeevis.org/year/2021/info/call-participation/call-for-participation

Top URLs in Tweet in G5:
[1] https://infovis-wiki.net/wiki/Five_Hat_Racks
[1] https://infovis.sei.ba.gov.br/covid19/
[1] https://twitter.com/impactology/status/1286964519948791808

Top URLs in Tweet in G6:
[2] https://coolors.co/
[1] https://palettegenerator.com
[1] http://colormind.io
[1] http://www.cssdrive.com/imagepalette/index.php
[1] https://icolorpalette.com/color-palette-from-images
[1] http://geotests.net/couleurs/frequences_en.html#ce
[1] https://alumni.stanford.edu/get/page/events/details?event_id=33942&pgAid=1177&cturl=/get/page/events/details?event_id=33942
[1] https://bighugelabs.com/colors.php
[1] https://link.medium.com/8yUcjlu5ieb
[1] https://www.picmonkey.com/colors/palette-generator

Top URLs in Tweet in G7:
[1] https://twitter.com/FILWD/status/1366503518597750786

Top URLs in Tweet in G9:
[2] http://web.uvic.ca/~cperin/teaching/2021/infovis/documents/guest-speaker-series.html

Top URLs in Tweet in G10:
[1] https://buff.ly/2MPMPEq

Top Domains
Top Domains in Tweet in Entire Graph:
[25] nyti.ms
[19] tmsnrt.rs
[10] twitter.com
[6] nytimes.com
[4] trib.al
[4] scmp.com
[3] pypi.org
[3] flowingdata.com
[3] bloomberg.com
[3] elpais.com

Top Domains in Tweet in G1:
[4] trib.al
[3] bloomberg.com
[3] flowingdata.com
[2] scmp.com
[2] elpais.com
[2] com.mx
[2] econ.st
[2] wapo.st
[2] datawrapper.de
[1] hs.fi

Top Domains in Tweet in G2:
[25] nyti.ms
[18] tmsnrt.rs
[5] nytimes.com
[1] latimes.com
[1] twitter.com
[1] snd.org
[1] msusnd.org
[1] scmp.com
[1] hs.fi
[1] morgenpost.de

Top Domains in Tweet in G3:
[1] snd.org

Top Domains in Tweet in G4:
[1] ieeevis.org

Top Domains in Tweet in G5:
[1] infovis-wiki.net
[1] gov.br
[1] twitter.com

Top Domains in Tweet in G6:
[2] coolors.co
[1] palettegenerator.com
[1] colormind.io
[1] cssdrive.com
[1] icolorpalette.com
[1] geotests.net
[1] stanford.edu
[1] bighugelabs.com
[1] medium.com
[1] picmonkey.com

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

Top Domains in Tweet in G9:
[2] uvic.ca

Top Domains in Tweet in G10:
[1] buff.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[34] snd42digital
[30] snd42
[28] dataviz
[24] infovis
[17] visualanalytics
[17] ieeecga
[14] siggraph
[14] albers_lucy
[14] ieeevis
[13] colourlovers



Top Hashtags in Tweet in G1:
[13] snd42digital
[10] snd42
[6] rstats
[4] rayshader
[4] dataviz
[3] covid19mx
[2] covid19
[2] afp
[2] afpgraphics
[2] covid_19mx

Top Hashtags in Tweet in G2:
[20] snd42
[20] snd42digital
[1] ddj

Top Hashtags in Tweet in G3:
[1] snd42digital

Top Hashtags in Tweet in G5:
[2] infovis
[1] worldiaday
[1] datavis
[1] geovis
[1] iwd2021
[1] phdthesis
[1] nailing
[1] liu
[1] linkopinguniversity
[1] infoviz

Top Hashtags in Tweet in G6:
[17] ieeecga
[16] dataviz
[16] infovis
[16] visualanalytics
[14] siggraph
[14] albers_lucy
[14] ieeevis
[13] colourlovers
[12] colortheory
[12] albersloc

Top Hashtags in Tweet in G8:
[4] diversityindata
[3] internationalwomensday
[3] makeovermonday
[3] data
[3] dataviz
[3] covid_19
[2] datavizualisation
[2] infovis
[2] datavizsociety
[2] dataisbeautiful

Top Hashtags in Tweet in G10:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[36] medal
[34] #snd42digital
[33] snd
[30] march
[30] #snd42
[28] #dataviz
[28] silver
[27] 2021
[26] paper
[24] #infovis

Top Words in Tweet in G1:
[30] snd
[18] medal
[15] data
[14] silver
[13] #snd42digital
[11] nytimes
[10] judges
[10] #snd42
[9] goes
[8] story

Top Words in Tweet in G2:
[20] #snd42
[20] #snd42digital
[18] medal
[14] silver
[11] co
[10] nytimes
[10] judges
[9] coronavirus
[8] design
[8] awarded

Top Words in Tweet in G3:
[2] ganamos
[2] premios
[2] lncreativa
[2] lndata
[2] equipo

Top Words in Tweet in G4:
[25] 2021
[24] paper
[24] march
[12] calling
[12] full
[12] submissions
[12] vis
[12] abstracts
[12] deadline
[12] mandatory

Top Words in Tweet in G5:
[5] information
[3] data
[2] modeliavimas
[2] _3d
[2] five
[2] infovis
[2] #infovis
[2] physicalizing
[2] visualization
[2] investigative

Top Words in Tweet in G6:
[17] #ieeecga
[16] #dataviz
[16] #infovis
[16] #visualanalytics
[14] #siggraph
[14] #albers_lucy
[14] #ieeevis
[13] #colourlovers
[12] #colortheory
[12] #albersloc

Top Words in Tweet in G7:
[7] guides
[7] essential
[7] reading
[7] graduate
[7] infovis
[7] class
[7] such
[7] clear
[7] explanations
[7] great

Top Words in Tweet in G8:
[7] contribution
[4] datavizadventur
[4] #diversityindata
[3] hiiiiiiii
[3] #internationalwomensday
[3] #makeovermonday
[3] week
[3] 10
[3] rise
[3] women

Top Words in Tweet in G9:
[3] visualization
[2] speaker
[2] series
[2] work

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] silver,medal
[16] #dataviz,#infovis
[16] #snd42digital,#snd42
[13] #snd42,#snd42digital
[12] medal,awarded
[12] snd,silver
[12] calling,full
[12] full,paper
[12] paper,submissions
[12] submissions,vis

Top Word Pairs in Tweet in G1:
[14] silver,medal
[12] snd,silver
[10] snd,judges
[6] medal,awarded
[6] #snd42digital,#snd42
[5] covid,19
[4] #snd42,#snd42digital
[4] awarded,nytimes
[4] join,economist's
[4] economist's,data

Top Word Pairs in Tweet in G2:
[14] silver,medal
[10] #snd42digital,#snd42
[9] #snd42,#snd42digital
[6] medal,awarded
[4] awarded,nytimes
[4] #snd42,here's
[3] medal,goes
[3] story,design
[3] line,coverage
[3] coverage,coronavirus

Top Word Pairs in Tweet in G4:
[12] calling,full
[12] full,paper
[12] paper,submissions
[12] submissions,vis
[12] vis,2021
[12] 2021,abstracts
[12] abstracts,deadline
[12] deadline,mandatory
[12] mandatory,march
[12] march,21

Top Word Pairs in Tweet in G5:
[2] physicalizing,information
[2] information,visualization
[2] visualization,investigative
[2] investigative,data
[2] data,journalism
[2] journalism,projection
[2] projection,mapping
[2] mapping,100
[2] 100,stretch

Top Word Pairs in Tweet in G6:
[16] #dataviz,#infovis
[11] #siggraph,#ieeevis
[11] #ieeecga,#durhamcountylib
[10] #visualanalytics,#siggraph
[10] #colortheory,#visualanalytics
[10] #ieeevis,#ieeecga
[9] yellow,square
[9] #infovis,#colourlovers
[9] #colourlovers,#colortheory
[9] #durhamcountylib,#albers_lucy

Top Word Pairs in Tweet in G7:
[7] guides,essential
[7] essential,reading
[7] reading,graduate
[7] graduate,infovis
[7] infovis,class
[7] class,such
[7] such,clear
[7] clear,explanations
[7] explanations,great
[7] great,examples

Top Word Pairs in Tweet in G8:
[4] contribution,#diversityindata
[3] hiiiiiiii,contribution
[3] contribution,#internationalwomensday
[3] #internationalwomensday,#makeovermonday
[3] #makeovermonday,week
[3] week,10
[3] 10,rise
[3] rise,women
[3] hiiiiii,everyone
[3] everyone,here's

Top Word Pairs in Tweet in G9:
[2] speaker,series

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@snd
@nytimes
@ieeevis
@reuters
@weiglemc
@datavizadventur
@flowingdata
@mariano_zafra
@econdailycharts
@rawgraphs

Top Mentioned in G1:
@snd
@nytimes
@reuters
@flowingdata
@rawgraphs
@mariano_zafra
@hasselfallas
@econdailycharts
@nacholaisla
@yolsclemente

Top Mentioned in G2:
@nytimes
@reuters
@snd
@latimes
@scmpnews
@hsfi
@gianordoli
@tmarcoh
@simonscarr
@katydaigle

Top Mentioned in G3:
@lncreativa
@lndata
@lnfotos
@lanacion
@snd
@gabybouret
@daarambillet
@florfb
@ploscri
@gasgas83

Top Mentioned in G4:
@ieeevis

Top Mentioned in G5:
@impactology

Top Mentioned in G6:
@bighugelabs
@coolors_co
@martynas_mjdc
@datavizsociety
@picmonkey

Top Mentioned in G7:
@weiglemc

Top Mentioned in G8:
@datavizadventur

Top Mentioned in G9:
@hangler
@plotandscatter
@jawalnut

Top Mentioned in G10:
@martaforesti
@fedfragapane
@elsaoommen

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@reuters
@nytimes
@mundodeportivo
@lanacion
@trendsinai
@lemondefr
@usatoday
@latimes
@wsj

Top Tweeters in G1:
@el_universal_mx
@albertocairo
@espnuk
@dancow
@cjsinner
@jscarto
@silvanavf
@laloumo
@googlemexico
@postgraphics

Top Tweeters in G2:
@reuters
@nytimes
@latimes
@scmpnews
@hsfi
@palewire
@gijn
@snd
@katydaigle
@tmarcoh

Top Tweeters in G3:
@lanacion
@lndata
@daarambillet
@lnfotos
@lncreativa
@gabybouret
@florraltube
@gasgas83
@ploscri
@florfb

Top Tweeters in G4:
@popaylove
@jandot
@minsuk_chang
@hexenkoenig
@paulanomalie
@alexander_lex
@dagomezb
@ieeevis
@flekschas
@marianicoletap

Top Tweeters in G5:
@impactology
@sskras
@nicprice
@rodrigobcerq
@sgeoviz
@noisource
@sarahlem5
@mcastillo577

Top Tweeters in G6:
@picmonkey
@tmrhyne
@sherwinwilliams
@datavizsociety
@coolors_co
@bighugelabs
@martynas_mjdc

Top Tweeters in G7:
@shawnmjones
@weiglemc
@acnwala
@gavindya2
@yasithmilinda
@kritika_garg
@himarshaj

Top Tweeters in G8:
@godfrey_g_
@makeover_monday
@er_shabaz
@datavizadventur
@diversityindata

Top Tweeters in G9:
@hangler
@charles_perin
@plotandscatter
@jawalnut

Top Tweeters in G10:
@odidev
@martaforesti
@fedfragapane
@elsaoommen


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