infoviz OR infovis, Twitter, 11/25/2022 1:35:45 AM, 284917


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infoviz OR infovis_2022-11-24_17-32-41.xlsx
infoviz OR infovis_2022-11-24_17-32-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3gvDIYq
@infovis_
@albertocairo
@tamaramunzner
@chloewhiteaker
@jamesglanz
@kirkdborne
@datasciencectrl
@tableau
@timj
@nrchtct

Top hashtags:
#dataviz
#infovis
#datastorytelling
#ieeecga
#colortheory
#durhamcountylib

Description:
Description
The graph represents a network of 96 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, 25 November 2022 at 01:33 UTC.

The requested start date was Friday, 25 November 2022 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 11-day, 7-hour, 3-minute period from Friday, 11 November 2022 at 09:44 UTC to Tuesday, 22 November 2022 at 16:47 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 : 96
Unique Edges : 94
Edges With Duplicates : 116
Total Edges : 210
Number of Edge Types : 5
Mentions : 37
Tweet : 31
Retweet : 46
MentionsInRetweet : 91
Replies to : 5
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 15
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 40
Maximum Edges in a Connected Component : 96
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.015671
Graph Density : 0.0137061403508772
Modularity : 0.52131
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 96 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, 25 November 2022 at 01:33 UTC.

The requested start date was Friday, 25 November 2022 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 11-day, 7-hour, 3-minute period from Friday, 11 November 2022 at 09:44 UTC to Tuesday, 22 November 2022 at 16:47 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:
[16] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[3] https://www.nytimes.com/interactive/2022/11/17/world/europe/crimea-bridge-collapse.html
[2] https://coolors.co
[2] https://www.rgb2cmyk.org/
[2] https://geotests.net/couleurs/frequences_en.html
[2] https://twitter.com/BBGVisualData/status/1588166708929302528
[2] https://www.loc.gov/item/2018759800/
[2] https://gallica.bnf.fr/ark:/12148/bpt6k1100178q.r=statistique%20hongrie?rk=42918;4
[2] https://www.lemonde.fr/international/article/2022/11/10/guerre-en-ukraine-la-russie-annonce-son-retrait-de-kherson-revers-militaire-et-politique-majeur_6149300_3210.html
[2] https://series.francoangeli.it/index.php/oa/catalog/book/682

Top URLs in Tweet in G1:
[2] https://series.francoangeli.it/index.php/oa/catalog/book/682
[2] https://www.lemonde.fr/international/article/2022/11/10/guerre-en-ukraine-la-russie-annonce-son-retrait-de-kherson-revers-militaire-et-politique-majeur_6149300_3210.html
[2] https://gallica.bnf.fr/ark:/12148/bpt6k1100178q.r=statistique%20hongrie?rk=42918;4
[2] https://www.loc.gov/item/2018759800/
[2] https://twitter.com/BBGVisualData/status/1588166708929302528
[1] https://www.nytimes.com/interactive/2022/11/17/world/europe/crimea-bridge-collapse.html
[1] https://multimedia.tijd.be/mestactieplan/
[1] https://www.instagram.com/patricia__bender/
[1] https://www.bloomberg.com/news/articles/2022-11-17/ftx-s-advisers-have-found-just-a-fraction-of-company-s-crypto
[1] https://on.natgeo.com/3UVxaRe

Top URLs in Tweet in G2:
[16] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[2] https://www.amazon.com/gp/product/1119002257/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1119002257&linkCode=as2&tag=kirkdborne-20&linkId=b72b195deb73b7f9580e6afd394a7b33

Top URLs in Tweet in G4:
[1] https://digitalcommons.uri.edu/jfs/vol19/iss19/
[1] https://uclab.fh-potsdam.de/intervis/
[1] https://journals.uic.edu/ojs/index.php/fm/article/view/12712
[1] https://infovis.fh-potsdam.de/femscroll/

Top URLs in Tweet in G5:
[1] https://infovis.fh-potsdam.de/tutorials/

Top URLs in Tweet in G6:
[1] https://twitter.com/trashhalo/status/1541809751344005121

Top URLs in Tweet in G7:
[1] https://www.infoviz.cz/graphic.php?ID=151
[1] https://www.infoviz.cz/graphic.php?ID=204
[1] https://twitter.com/NovaUhli/status/1590970987646177280
[1] https://www.infoviz.cz/graphic.php?ID=218

Top URLs in Tweet in G8:
[2] https://coolors.co
[2] https://geotests.net/couleurs/frequences_en.html
[2] https://www.rgb2cmyk.org/
[1] https://hclwizard.org/

Top URLs in Tweet in G9:
[1] http://datagramas.cl/courses/infovis/

Top URLs in Tweet in G10:
[2] https://www.nytimes.com/interactive/2022/11/17/world/europe/crimea-bridge-collapse.html

Top Domains
Top Domains in Tweet in Entire Graph:
[16] datasciencecentral.com
[8] twitter.com
[3] nytimes.com
[3] fh-potsdam.de
[3] infoviz.cz
[2] coolors.co
[2] rgb2cmyk.org
[2] geotests.net
[2] loc.gov
[2] bnf.fr

Top Domains in Tweet in G1:
[2] francoangeli.it
[2] lemonde.fr
[2] bnf.fr
[2] loc.gov
[2] twitter.com
[1] nytimes.com
[1] tijd.be
[1] instagram.com
[1] bloomberg.com
[1] natgeo.com

Top Domains in Tweet in G2:
[16] datasciencecentral.com
[2] amazon.com

Top Domains in Tweet in G4:
[2] fh-potsdam.de
[1] uri.edu
[1] uic.edu

Top Domains in Tweet in G5:
[1] fh-potsdam.de

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

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

Top Domains in Tweet in G8:
[2] coolors.co
[2] geotests.net
[2] rgb2cmyk.org
[1] hclwizard.org

Top Domains in Tweet in G9:
[1] datagramas.cl

Top Domains in Tweet in G10:
[2] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] dataviz
[17] infovis
[16] datastorytelling
[15] ieeecga
[13] colortheory
[11] durhamcountylib
[10] visualanalytics
[10] siggraph
[10] ieeevis
[6] color



Top Hashtags in Tweet in G1:
[5] 30daymapchallenge
[2] sna
[2] artemis1
[2] artemis
[2] dataviz
[1] nasa
[1] luna
[1] centralamerica
[1] map
[1] rstats

Top Hashtags in Tweet in G2:
[16] datastorytelling
[16] dataviz
[2] bigdata
[2] datascience
[2] bi
[2] infovis
[2] datascientists
[2] dataliteracy
[2] designthinking
[2] abdsc

Top Hashtags in Tweet in G7:
[1] ovzduší
[1] kvalitaovzduší
[1] infoviz
[1] infografika

Top Hashtags in Tweet in G8:
[15] ieeecga
[13] colortheory
[11] durhamcountylib
[10] dataviz
[10] infovis
[10] visualanalytics
[10] siggraph
[10] ieeevis
[6] color
[6] adobecolor

Top Hashtags in Tweet in G10:
[1] ukrainerussiawar

Top Words
Top Words in Tweet in Entire Graph:
[29] #dataviz
[18] design
[17] #infovis
[16] choices
[16] datasciencectrl
[16] #datastorytelling
[16] presentation
[16] tableau
[15] #ieeecga
[14] kirkdborne

Top Words in Tweet in G1:
[8] map
[5] #30daymapchallenge
[4] par
[4] hecho
[4] way
[4] funnels
[4] epsiloon_mag
[4] working
[4] plus
[3] source

Top Words in Tweet in G2:
[16] presentation
[16] tableau
[16] design
[16] datasciencectrl
[16] choices
[16] #dataviz
[16] #datastorytelling
[14] kirkdborne
[2] #designthinking
[2] data

Top Words in Tweet in G5:
[4] visualización
[4] información
[4] confundir
[4] datavis
[4] tutoriales
[4] verano
[4] aprender
[4] realizados
[4] curso
[3] inf

Top Words in Tweet in G6:
[3] pretty
[2] useful
[2] logseq

Top Words in Tweet in G7:
[4] zcela
[4] informace
[3] jako
[3] jsem
[3] účet
[3] vytržené
[3] dlouho
[3] už
[3] neviděl
[3] nesmysly

Top Words in Tweet in G8:
[15] #ieeecga
[13] #colortheory
[11] #durhamcountylib
[10] #infovis
[10] #visualanalytics
[10] #dataviz
[10] #siggraph
[10] #ieeevis
[9] chart
[9] area

Top Words in Tweet in G10:
[2] luck

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] presentation,design
[16] choices,tableau
[16] #dataviz,presentation
[16] tableau,datasciencectrl
[16] #datastorytelling,#dataviz
[16] design,choices
[14] kirkdborne,#datastorytelling
[10] #dataviz,#infovis
[9] area,chart
[8] #ieeecga,#durhamcountylib

Top Word Pairs in Tweet in G1:
[3] map,mexico
[3] mexico,central
[3] central,america
[2] commence,par
[2] provincia,vale
[2] doble,página
[2] bender,whose
[2] political,map
[2] sam,bankman
[2] published,august

Top Word Pairs in Tweet in G2:
[16] presentation,design
[16] design,choices
[16] choices,tableau
[16] #datastorytelling,#dataviz
[16] #dataviz,presentation
[16] tableau,datasciencectrl
[14] kirkdborne,#datastorytelling
[2] #designthinking,#abdsc
[2] #abdsc,see
[2] data,storytelling

Top Word Pairs in Tweet in G5:
[4] curso,verano
[4] realizados,curso
[4] visualización,información
[4] aprender,visualización
[4] información,confundir
[4] confundir,datavis
[4] datavis,realizados
[4] tutoriales,aprender
[3] jairoamelo,tutoriales
[3] verano,inf

Top Word Pairs in Tweet in G6:
[2] pretty,useful

Top Word Pairs in Tweet in G7:
[3] zcela,vytržené
[3] novauhli,záměrně
[3] dlouho,jsem
[3] zkreslované,informace
[3] jako,účet
[3] informace,zcela
[3] záměrně,zkreslované
[3] neviděl,takové
[3] takové,nesmysly
[3] demagogii,jako

Top Word Pairs in Tweet in G8:
[10] #dataviz,#infovis
[9] area,chart
[8] #ieeecga,#durhamcountylib
[8] #colortheory,#visualanalytics
[6] #adobecolor,#ieeecga
[6] midpoint,area
[6] #ieeevis,#dataviz
[6] #color,#siggraph
[5] #siggraph,#ieeecga
[5] white,midpoint

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tableau
@datasciencectrl
@kirkdborne
@epsiloon_mag
@jairoamelo
@novauhli
@coolors_co
@albertocairo
@tijd
@bbgvisualdata

Top Mentioned in G1:
@epsiloon_mag
@wisevis
@jschwabish
@tijd
@infowetrust
@kyleykim
@davidbakersf
@kimchipman1
@weathersullivan
@lemondefr

Top Mentioned in G2:
@tableau
@datasciencectrl
@kirkdborne

Top Mentioned in G3:
@emtsla
@teslaownerssv
@raheemkassam
@nypost

Top Mentioned in G4:
@frederikenbr
@p_junginger
@hannahswn
@franziskamorlok

Top Mentioned in G5:
@jairoamelo

Top Mentioned in G6:
@hadrian_ronald
@logseq

Top Mentioned in G7:
@novauhli
@jachym

Top Mentioned in G8:
@coolors_co
@retostauffer2

Top Mentioned in G9:
@upr_oficial
@albertocairo

Top Mentioned in G10:
@jamesglanz
@tmarcoh
@joshkellerjosh

Top Tweeters
Top Tweeters in Entire Graph:
@nypost
@lemondefr
@laprovincia_es
@subterfugia
@tijd
@kirkdborne
@ernestopriego
@albertocairo
@teslaownerssv
@davidcnswanson

Top Tweeters in G1:
@lemondefr
@laprovincia_es
@tijd
@albertocairo
@fmontecruz
@simongerman600
@attilabatorfy
@jschwabish
@wisevis
@kyleykim

Top Tweeters in G2:
@subterfugia
@kirkdborne
@datasciencectrl
@migster_suave
@tableau
@visanalyticsnyc
@berhanturk
@mkashifrazzaq
@sanjaymartolia
@kahloutmurad

Top Tweeters in G3:
@nypost
@teslaownerssv
@raheemkassam
@elonmusk
@timj
@emtsla

Top Tweeters in G4:
@nrchtct
@frederikenbr
@sarahmaidang
@p_junginger
@franziskamorlok
@hannahswn

Top Tweeters in G5:
@wookieetropical
@mdcs87
@jairoamelo
@rparejaroman

Top Tweeters in G6:
@mdufort
@ntotao
@logseq
@hadrian_ronald

Top Tweeters in G7:
@novauhli
@xrczech
@kurzweil84
@jachym

Top Tweeters in G8:
@tmrhyne
@coolors_co
@retostauffer2

Top Tweeters in G9:
@upr_oficial
@ngehlenborg
@tamaramunzner

Top Tweeters in G10:
@tmarcoh
@jamesglanz
@joshkellerjosh