infoviz OR infovis, Twitter, 3/4/2022 2:01:04 AM, 272441


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infoviz OR infovis_2022-03-03_17-44-42.xlsx
infoviz OR infovis_2022-03-03_17-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2022
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/35y49a6
@infovis_
@mariano_zafra
@scottreinhard
@washpostlife
@info_universal
@wwf_antarctica
@frankelavsky
@hcdeuw
@juliekientz
@lm_encartes

Top hashtags:
#dataviz
#infoviz
#ukraine
#datavisualization
#infovis
#iot

Description:
Description
The graph represents a network of 115 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, 04 March 2022 at 01:45 UTC.

The requested start date was Friday, 04 March 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, 20-hour, 34-minute period from Saturday, 19 February 2022 at 01:10 UTC to Wednesday, 02 March 2022 at 21:44 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 : 115
Unique Edges : 99
Edges With Duplicates : 131
Total Edges : 230
Number of Edge Types : 5
Retweet : 55
MentionsInRetweet : 87
Tweet : 31
Replies to : 8
Mentions : 49
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0420168067226891
Reciprocated Edge Ratio : 0.0806451612903226
Connected Components : 24
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 59
Maximum Edges in a Connected Component : 155
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.187483
Graph Density : 0.00945842868039664
Modularity : 0.443322
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 115 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, 04 March 2022 at 01:45 UTC.

The requested start date was Friday, 04 March 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, 20-hour, 34-minute period from Saturday, 19 February 2022 at 01:10 UTC to Wednesday, 02 March 2022 at 21:44 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://www.bloomberg.com/tosv2.html?vid=&uuid=5e957016-9502-11ec-93eb-76786b59454e&url=L2dyYXBoaWNzLzIwMjItdWtyYWluZS1ydXNzaWEtdXMtbmF0by1jb25mbGljdC8=
[4] https://raincloud.eu/
[2] https://www.washingtonpost.com/world/2022/02/24/maps-ukraine-russia-attack/
[2] https://www.lemonde.fr/economie/article/2022/02/19/infographie-des-gafa-plus-puissants-que-jamais_6114395_3234.html#:~:text=Avec%20243%20milliards%20de%20dollars,in%C3%A9dits%20pour%20poursuivre%20leur%20expansion.&text=Les%20superlatifs%20commencent%20%C3%A0%20manquer,financi%C3%A8re%20des%20g%C3%A9ants%20du%20num%C3%A9rique.@apiquard
[2] https://www.lemonde.fr/afrique/article/2022/02/17/la-france-acte-son-retrait-militaire-du-mali-sur-fond-de-rupture-avec-la-junte-au-pouvoir-a-bamako_6114042_3212.html
[2] https://www.mundodeportivo.com/motor/f1/20220220/1001753034/maxima-incertidumbre-f1-mercedes-ferrari-muchas-dudas.html
[2] https://elpais.com/internacional/2022-02-28/mapa-del-avance-de-rusia-en-ucrania.html
[2] https://elpais.com/internacional/2022-02-25/el-ataque-de-rusia-a-ucrania-en-mapas.html
[1] https://twitter.com/andrewsleigh/status/1496056649022418945
[1] http://datagramas.cl/courses/infovis/

Top URLs in Tweet in G1:
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=5e957016-9502-11ec-93eb-76786b59454e&url=L2dyYXBoaWNzLzIwMjItdWtyYWluZS1ydXNzaWEtdXMtbmF0by1jb25mbGljdC8=
[2] https://www.mundodeportivo.com/motor/f1/20220220/1001753034/maxima-incertidumbre-f1-mercedes-ferrari-muchas-dudas.html
[1] https://elpais.com/internacional/2022-02-25/el-ataque-de-rusia-a-ucrania-en-mapas.html
[1] https://elpais.com/internacional/2022-02-28/mapa-del-avance-de-rusia-en-ucrania.html
[1] https://www.lemonde.fr/afrique/article/2022/02/17/la-france-acte-son-retrait-militaire-du-mali-sur-fond-de-rupture-avec-la-junte-au-pouvoir-a-bamako_6114042_3212.html
[1] https://www.lemonde.fr/economie/article/2022/02/19/infographie-des-gafa-plus-puissants-que-jamais_6114395_3234.html#:~:text=Avec%20243%20milliards%20de%20dollars,in%C3%A9dits%20pour%20poursuivre%20leur%20expansion.&text=Les%20superlatifs%20commencent%20%C3%A0%20manquer,financi%C3%A8re%20des%20g%C3%A9ants%20du%20num%C3%A9rique.@apiquard
[1] https://www.washingtonpost.com/world/2022/02/24/maps-ukraine-russia-attack/
[1] https://buff.ly/3sdv7MY
[1] https://www.bloomberg.com/graphics/2022-winter-vs-summer-olympics-medal-winners/?utm_medium=social&utm_campaign=socialflow-organic&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter
[1] https://ladatacuenta.com/2022/02/21/transporte_caos/

Top URLs in Tweet in G2:
[1] https://twitter.com/delphinepapin/status/1494736204469833729
[1] https://nextstrain.org/ncov/gisaid/global?l=unrooted
[1] https://www.science.org/content/article/sudden-rise-more-transmissible-form-omicron-catches-scientists-surprise
[1] https://www.youtube.com/watch?v=rAvoBv8C_l0

[1] http://www.energymed.it/infovis/registrazione.htm

Top URLs in Tweet in G3:
[1] https://twitter.com/hcdeUW/status/1498761027080503299

Top URLs in Tweet in G4:
[1] https://elpais.com/internacional/2022-02-28/mapa-del-avance-de-rusia-en-ucrania.html
[1] https://elpais.com/internacional/2022-02-25/el-ataque-de-rusia-a-ucrania-en-mapas.html
[1] https://elpais.com/internacional/2022-03-02/mapa-de-la-guerra-en-ucrania.html

Top URLs in Tweet in G5:
[1] https://idl.cs.washington.edu/files/2017-VegaLite-InfoVis.pdf
[1] https://visualthinking.psych.northwestern.edu/VisualizationCurse2017/Xiong,%20van%20Weelden%20&%20Franconeri%20InfoVis%202017%20.pdf

Top URLs in Tweet in G6:
[1] https://www.lemonde.fr/afrique/article/2022/02/17/la-france-acte-son-retrait-militaire-du-mali-sur-fond-de-rupture-avec-la-junte-au-pouvoir-a-bamako_6114042_3212.html
[1] https://www.lemonde.fr/economie/article/2022/02/19/infographie-des-gafa-plus-puissants-que-jamais_6114395_3234.html#:~:text=Avec%20243%20milliards%20de%20dollars,in%C3%A9dits%20pour%20poursuivre%20leur%20expansion.&text=Les%20superlatifs%20commencent%20%C3%A0%20manquer,financi%C3%A8re%20des%20g%C3%A9ants%20du%20num%C3%A9rique.@apiquard
[1] https://www.lemonde.fr/europe/visuel/2015/02/23/russie-ukraine-un-front-devient-frontiere_4581449_3214.html

Top URLs in Tweet in G7:
[1] https://www.washingtonpost.com/world/2022/02/24/maps-ukraine-russia-attack/
[1] https://wapo.st/3h0IBVX

Top URLs in Tweet in G8:
[1] https://www.nytimes.com/interactive/2022/world/europe/ukraine-maps.html

Top URLs in Tweet in G9:
[1] http://datagramas.cl/courses/infovis/
[1] https://github.com/zorzalerrante/aves

Top URLs in Tweet in G10:
[4] https://raincloud.eu/
[1] https://twitter.com/andrewsleigh/status/1496056649022418945

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[6] bloomberg.com
[5] lemonde.fr
[5] elpais.com
[4] raincloud.eu
[2] washingtonpost.com
[2] mundodeportivo.com
[1] datagramas.cl
[1] github.com
[1] wapo.st

Top Domains in Tweet in G1:
[6] bloomberg.com
[2] elpais.com
[2] mundodeportivo.com
[2] lemonde.fr
[2] twitter.com
[1] washingtonpost.com
[1] buff.ly
[1] ladatacuenta.com
[1] abrelatam.org
[1] com.mx

Top Domains in Tweet in G2:
[1] twitter.com
[1] nextstrain.org
[1] science.org
[1] youtube.com
[1] energymed.it

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

Top Domains in Tweet in G4:
[3] elpais.com

Top Domains in Tweet in G5:
[1] washington.edu
[1] northwestern.edu

Top Domains in Tweet in G6:
[3] lemonde.fr

Top Domains in Tweet in G7:
[1] washingtonpost.com
[1] wapo.st

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

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

Top Domains in Tweet in G10:
[4] raincloud.eu
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] dataviz
[6] infoviz
[5] ukraine
[4] datavisualization
[4] infovis
[3] iot
[3] ukrainerussiaconflict
[3] maps
[3] ddj
[2] climatechange



Top Hashtags in Tweet in G1:
[5] ukraine
[3] ukrainerussiaconflict
[3] maps
[3] dataviz
[3] datavisualization
[3] ddj
[2] opéras
[2] msexcel
[2] f1
[2] formula1

Top Hashtags in Tweet in G2:
[4] infoviz
[3] dataviz
[2] infovis
[1] geodata
[1] geodataviz
[1] geoviz
[1] mapviz
[1] datamap
[1] informationarchitecture
[1] omicronvariant

Top Hashtags in Tweet in G3:
[1] uxdesign
[1] engineeringdesign
[1] datascience
[1] hci
[1] uxresearch
[1] infoviz

Top Hashtags in Tweet in G6:
[1] ukrainerussie

Top Hashtags in Tweet in G7:
[1] graphics
[1] washpostlife

Top Hashtags in Tweet in G10:
[3] iot
[1] climatechange
[1] infoviz

Top Words
Top Words in Tweet in Entire Graph:
[17] ukraine
[11] more
[10] infovis
[10] lemondefr
[8] data
[8] hiring
[8] teaching
[8] professors
[8] hcdeuw
[8] looking

Top Words in Tweet in G1:
[11] ukraine
[7] hoy
[5] #ukraine
[5] lm_encartes
[5] lemondefr
[5] bbgvisualdata
[4] ucrania
[4] par
[4] ma
[4] passion

Top Words in Tweet in G2:
[4] #infoviz
[3] #dataviz
[3] infovis
[3] مجموعة
[2] schreibseminar
[2] very
[2] peri
[2] color
[2] #infovis
[2] darstellung

Top Words in Tweet in G3:
[8] hiring
[8] teaching
[8] professors
[8] hcdeuw
[8] looking
[8] great
[8] applicants
[8] teach
[8] both
[8] grads

Top Words in Tweet in G4:
[3] ucrania
[3] tropas
[3] kiev
[2] día
[2] invasión
[2] rusas

Top Words in Tweet in G5:
[2] chart

Top Words in Tweet in G6:
[5] lemondefr
[3] ukraine
[2] coolstand
[2] notre
[2] plus
[2] février
[2] russie
[2] carte

Top Words in Tweet in G7:
[3] more

Top Words in Tweet in G8:
[2] ukraine

Top Words in Tweet in G9:
[4] material
[3] viernes
[3] primera
[3] clase
[3] curso
[3] visualización
[3] información
[3] tendré
[3] 37
[3] estudiantes

Top Words in Tweet in G10:
[3] interesting
[3] attempt
[3] make
[3] #iot
[3] product
[3] more
[3] sustainable
[3] take
[3] back
[3] scheme

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] hiring,teaching
[8] teaching,professors
[8] professors,hcdeuw
[8] hcdeuw,looking
[8] looking,great
[8] great,applicants
[8] applicants,teach
[8] teach,both
[8] both,grads
[8] grads,ugrads

Top Word Pairs in Tweet in G1:
[4] ma,passion
[3] #ukrainerussiaconflict,#maps
[3] #dataviz,#datavisualization
[2] شما,سطح
[2] سطح,روزنامه
[2] روزنامه,نگاری
[2] نگاری,نیویورک
[2] نیویورک,تایمز
[2] تایمز,رو
[2] رو,فقط

Top Word Pairs in Tweet in G2:
[2] very,peri
[2] darstellung,daten
[2] على,مجموعة
[2] مجموعة,الأدوات

Top Word Pairs in Tweet in G3:
[8] hiring,teaching
[8] teaching,professors
[8] professors,hcdeuw
[8] hcdeuw,looking
[8] looking,great
[8] great,applicants
[8] applicants,teach
[8] teach,both
[8] both,grads
[8] grads,ugrads

Top Word Pairs in Tweet in G4:
[2] ucrania,tropas
[2] tropas,rusas

Top Word Pairs in Tweet in G9:
[3] viernes,primera
[3] primera,clase
[3] clase,curso
[3] curso,visualización
[3] visualización,información
[3] información,tendré
[3] tendré,37
[3] 37,estudiantes
[3] estudiantes,material
[2] zorzalerrante,viernes

Top Word Pairs in Tweet in G10:
[3] interesting,attempt
[3] attempt,make
[3] make,#iot
[3] #iot,product
[3] product,more
[3] more,sustainable
[3] sustainable,take
[3] take,back
[3] back,scheme
[3] scheme,reminds

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lemondefr
@hcdeuw
@juliekientz
@bbgvisualdata
@lm_encartes
@postgraphics
@tmarcoh
@mariano_zafra
@smartmannheim
@graphistry

Top Mentioned in G1:
@lm_encartes
@lemondefr
@bbgvisualdata
@postgraphics
@mariano_zafra
@tmarcoh
@darioingiusto
@elconfidencial
@mundodeportivo
@ferranmorales

Top Mentioned in G3:
@hcdeuw
@juliekientz

Top Mentioned in G4:
@kikollan
@danielegrasso
@montsehid
@infoiguacel
@sepirdata
@borjandrinot

Top Mentioned in G5:
@arvindsatya1
@domoritz
@kanitw
@jeffrey_heer
@thecindyxiong
@stevefranconeri

Top Mentioned in G6:
@lemondefr
@vero_malecot
@pasquiermarian1

Top Mentioned in G7:
@postgraphics
@chiquiesteban
@diariocadiz

Top Mentioned in G8:
@nytimes
@refugees
@nytgraphics

Top Mentioned in G9:
@zorzalerrante

Top Mentioned in G10:
@iotwatch

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@lavanguardia
@botsecx
@nytimes
@mundodeportivo
@jacobussystems
@lemondefr
@elconfidencial
@diariocadiz
@refugees

Top Tweeters in G1:
@lavanguardia
@mundodeportivo
@elconfidencial
@majimeno
@guimonnetch
@simongerman600
@ccdmx
@wisalias
@tpointu
@yo_soyuam

Top Tweeters in G2:
@subzerochi
@better2than1
@tmrhyne
@gouldolf
@thibautfeuillet
@energymedfiera
@bibliothecarmen
@arabiccmps
@datavizadventur

Top Tweeters in G3:
@hcdeuw
@chief_toad
@_wendyroldan
@juliekientz
@caohancheng
@jay__cunningham
@beneteauerin
@emmaspiro

Top Tweeters in G4:
@kikollan
@danielegrasso
@sepirdata
@mariano_zafra
@borjandrinot
@montsehid
@infoiguacel

Top Tweeters in G5:
@frankelavsky
@arvindsatya1
@domoritz
@kanitw
@jeffrey_heer
@stevefranconeri
@thecindyxiong

Top Tweeters in G6:
@lemondefr
@coolstand
@delphinepapin
@lm_encartes
@vero_malecot
@pasquiermarian1

Top Tweeters in G7:
@diariocadiz
@postgraphics
@washpostlife
@chiquiesteban

Top Tweeters in G8:
@nytimes
@refugees
@nytgraphics
@scottreinhard

Top Tweeters in G9:
@zorzalerrante
@parguaman
@paisajeurbano16

Top Tweeters in G10:
@botsecx
@jacobussystems
@iotwatch


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