infoviz OR infovis, Twitter, 4/22/2022 2:05:20 AM, 275281


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infoviz OR infovis_2022-04-21_17-44-42.xlsx
infoviz OR infovis_2022-04-21_17-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 22, 2022
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3xGuNJL
@infovis_
@this0499154500
@jachym
@medical_vet_art
@samjoiner
@kirkdborne
@financialtimes
@mariano_zafra
@delphinepapin
@tpointu

Top hashtags:
#dataviz
#infovis
#color
#infografika
#infoviz
#datavisualization

Description:
Description
The graph represents a network of 157 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, 22 April 2022 at 00:45 UTC.

The requested start date was Friday, 22 April 2022 at 00:01 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, 3-hour, 40-minute period from Friday, 08 April 2022 at 12:41 UTC to Wednesday, 20 April 2022 at 16:21 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 : 157
Unique Edges : 160
Edges With Duplicates : 278
Total Edges : 438
Number of Edge Types : 5
Retweet : 102
MentionsInRetweet : 200
Tweet : 44
Mentions : 88
Replies to : 4
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0170940170940171
Reciprocated Edge Ratio : 0.0336134453781513
Connected Components : 11
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 117
Maximum Edges in a Connected Component : 349
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.061962
Graph Density : 0.00971745876204475
Modularity : 0.451429
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 157 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, 22 April 2022 at 00:45 UTC.

The requested start date was Friday, 22 April 2022 at 00:01 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, 3-hour, 40-minute period from Friday, 08 April 2022 at 12:41 UTC to Wednesday, 20 April 2022 at 16:21 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:
[6] https://infoviz.cz/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274797
[4] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[3] https://elpais.com/espana/madrid/2022-04-17/la-nueva-puerta-del-sol-el-corazon-e-icono-de-madrid-se-reordena-y-simplifica.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274466
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274819
[2] https://eagereyes.org/blog/2022/paper-more-than-meets-the-eye-a-closer-look-at-encodings-in-visualization
[2] https://www.instagram.com/accounts/login/?next=/federicafragapane/
[2] https://www.washingtonpost.com/sports/2022/03/22/andy-najar-dc-united-attack/
[2] https://www.washingtonpost.com/climate-environment/interactive/2021/russia-greenhouse-gas-emissions/

Top URLs in Tweet in G1:
[2] https://eagereyes.org/blog/2022/paper-more-than-meets-the-eye-a-closer-look-at-encodings-in-visualization
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=ac8ffa84-bc6c-11ec-a6ff-415263744a65&url=L2dyYXBoaWNzLzIwMjItYXBwLWRvd25sb2Fkcy11a3JhaW5lLXJ1c3NpYS13YXI=
[2] https://babel.hathitrust.org/cgi/pt?id=mdp.39015023105938&view=1up&seq=1119
[2] https://www.washingtonpost.com/climate-environment/interactive/2021/russia-greenhouse-gas-emissions/
[2] https://www.washingtonpost.com/sports/2022/03/22/andy-najar-dc-united-attack/
[2] https://www.instagram.com/accounts/login/?next=/federicafragapane/
[2] https://www.usatoday.com/in-depth/graphics/2022/02/24/ukraine-invasion-russia-attack-map-guide/6925181001/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274819
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274797
[1] https://elpais.com/internacional/2022-04-20/como-la-aceria-de-azovstal-se-ha-convertido-en-el-bastion-de-la-resistencia-ucrania-en-mariupol.html

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274797
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274466
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274819
[1] https://www.lemonde.fr/international/article/2022/04/15/au-yemen-aden-capitale-temporaire-a-l-epreuve-des-seigneurs-de-guerre_6122366_3210.html
[1] https://www.lemonde.fr/election-presidentielle-2022/article/2022/04/15/presidentielle-2022-la-victoire-bretonne-en-trompe-l-il-d-emmanuel-macron-au-soir-du-premier-tour_6122337_6059010.html#xtor=AL-32280270-%5Btwitter%5D-%5Bios%5D
[1] https://www.lemonde.fr/sciences/visuel/2022/04/04/l-essor-du-quetzalcoatlus-geant-des-airs_6120477_1650684.html
[1] https://www.viatres.com.mx/puebla/2022/4/14/con-quema-controlada-de-residuos-ambientalista-propone-dar-30-anos-de-vida-util-al-relleno-sanitario-de-chiltepeque-6643.html

Top URLs in Tweet in G4:
[6] https://infoviz.cz/

Top URLs in Tweet in G5:
[1] https://indices-culture.eu

Top URLs in Tweet in G6:
[1] http://diogoguerra.com/
[1] https://twitter.com/medical_vet_art/status/1513833277047595008

Top URLs in Tweet in G7:
[1] http://ft-interactive.github.io/visual-vocabulary/

Top URLs in Tweet in G8:
[2] https://elpais.com/espana/madrid/2022-04-17/la-nueva-puerta-del-sol-el-corazon-e-icono-de-madrid-se-reordena-y-simplifica.html
[1] https://elpais.com/internacional/2022-04-20/como-la-aceria-de-azovstal-se-ha-convertido-en-el-bastion-de-la-resistencia-ucrania-en-mariupol.html

Top URLs in Tweet in G9:
[4] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[1] 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 Domains
Top Domains in Tweet in Entire Graph:
[10] nodexlgraphgallery.org
[6] infoviz.cz
[5] washingtonpost.com
[5] elpais.com
[4] datasciencecentral.com
[3] instagram.com
[3] lemonde.fr
[3] usatoday.com
[2] eagereyes.org
[2] twitter.com

Top Domains in Tweet in G1:
[5] washingtonpost.com
[3] nodexlgraphgallery.org
[3] instagram.com
[3] usatoday.com
[2] eagereyes.org
[2] elpais.com
[2] bloomberg.com
[2] hathitrust.org
[2] nytimes.com
[1] twitter.com

Top Domains in Tweet in G2:
[7] nodexlgraphgallery.org
[3] lemonde.fr
[1] com.mx

Top Domains in Tweet in G4:
[6] infoviz.cz

Top Domains in Tweet in G5:
[1] indices-culture.eu

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

Top Domains in Tweet in G7:
[1] github.io

Top Domains in Tweet in G8:
[3] elpais.com

Top Domains in Tweet in G9:
[4] datasciencecentral.com
[1] amazon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] dataviz
[15] infovis
[14] color
[13] infografika
[12] infoviz
[9] datavisualization
[9] ieeecga
[9] worldheritageday
[9] eu
[7] datastorytelling



Top Hashtags in Tweet in G1:
[7] datavisualization
[6] dataviz
[4] creativecoding
[4] generativeart
[4] p5js
[4] 30daychartchallenge
[4] infographic
[3] visualization
[3] science
[2] python

Top Hashtags in Tweet in G2:
[3] dataviz
[3] infovis
[3] ieeecga
[3] datastorytelling
[2] color
[2] infografika
[1] mujeresydatos
[1] tarantino
[1] experimentando
[1] gephi

Top Hashtags in Tweet in G4:
[11] infografika
[7] infoviz
[7] infoviz_cz
[6] klima
[3] počasí
[2] srážky
[2] sucho
[2] podnebí
[2] energie
[2] energetika

Top Hashtags in Tweet in G5:
[9] worldheritageday
[9] eu
[1] mediaintelligence
[1] infoviz
[1] nlp
[1] archeology

Top Hashtags in Tweet in G6:
[8] color
[5] sciart
[5] scicomm
[3] dataviz
[3] infovis
[2] datascience
[2] infoviz
[2] graphics
[1] charts
[1] portfolioday

Top Hashtags in Tweet in G7:
[1] dataviz
[1] infoviz

Top Hashtags in Tweet in G9:
[4] datastorytelling
[4] dataviz
[1] bigdata
[1] datascience
[1] bi
[1] infovis
[1] datascientists
[1] dataliteracy
[1] designthinking
[1] abdsc

Top Hashtags in Tweet in G10:
[2] afp
[2] afpgraphics

Top Words
Top Words in Tweet in Entire Graph:
[31] data
[25] #dataviz
[25] infovis
[17] this0499154500
[17] project
[15] #infovis
[14] design
[14] #color
[14] byl
[14] suchý

Top Words in Tweet in G1:
[12] see
[10] russia
[8] time
[7] look
[7] #datavisualization
[6] this0499154500
[6] #dataviz
[5] visualization
[5] russian
[5] piece

Top Words in Tweet in G2:
[11] this0499154500
[8] lm_encartes
[7] infoviz
[7] infovis
[7] nodexl
[7] infovis_
[7] kirkdborne
[3] jcarlosjramirez
[3] anarivaswsj
[3] top

Top Words in Tweet in G3:
[25] data
[13] zezhong_w
[12] talking
[12] comics
[12] driven
[12] storytelling
[12] infovis
[12] course
[12] vt_cs
[11] yalong_yang

Top Words in Tweet in G4:
[14] byl
[14] suchý
[12] vzduchu
[11] #infografika
[11] jachym
[9] nová
[8] roky
[8] ukazuje
[7] všichni
[7] jsme

Top Words in Tweet in G5:
[9] today
[9] #worldheritageday
[9] #eu
[9] funded
[9] indices_culture
[9] project
[9] develops
[9] enabling
[9] technology
[9] cultural

Top Words in Tweet in G6:
[8] visualizing
[8] 44
[8] weeks
[8] #color
[8] palettes
[8] based
[8] mesabree's
[8] project
[8] animalia
[8] used

Top Words in Tweet in G7:
[5] financialtimes
[4] ft
[4] released
[4] brilliant
[4] guideline
[4] called
[4] visual
[4] vocabulary
[4] picking
[4] right

Top Words in Tweet in G8:
[2] será
[2] nueva
[2] puerta
[2] sol
[2] loloviejo
[2] nacho
[2] catalán

Top Words in Tweet in G9:
[4] #datastorytelling
[4] #dataviz
[4] presentation
[4] design
[4] choices
[4] tableau
[4] datasciencectrl
[3] kirkdborne

Top Words in Tweet in G10:
[2] par
[2] #afp
[2] #afpgraphics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] zezhong_w,talking
[12] talking,data
[12] data,comics
[12] comics,data
[12] data,driven
[12] driven,storytelling
[12] storytelling,infovis
[12] infovis,course
[12] course,vt_cs
[11] yalong_yang,zezhong_w

Top Word Pairs in Tweet in G1:
[4] closer,look
[4] #creativecoding,#generativeart
[4] #generativeart,#p5js
[4] time,series
[3] this0499154500,infoviz
[3] infoviz,infovis
[3] infovis,nodexl
[3] nodexl,infovis_
[3] infovis_,this0499154500
[3] this0499154500,kirkdborne

Top Word Pairs in Tweet in G2:
[7] infoviz,infovis
[7] infovis,nodexl
[7] nodexl,infovis_
[7] infovis_,this0499154500
[7] this0499154500,kirkdborne
[5] kirkdborne,lm_encartes
[4] this0499154500,infoviz
[3] lm_encartes,jcarlosjramirez
[3] top,hashtags
[3] hashtags,#dataviz

Top Word Pairs in Tweet in G3:
[12] zezhong_w,talking
[12] talking,data
[12] data,comics
[12] comics,data
[12] data,driven
[12] driven,storytelling
[12] storytelling,infovis
[12] infovis,course
[12] course,vt_cs
[11] yalong_yang,zezhong_w

Top Word Pairs in Tweet in G4:
[9] nová,#infografika
[7] všichni,jsme
[7] jsme,tušili
[7] tušili,že
[7] že,byl
[7] byl,březen
[7] březen,letošního
[7] letošního,roku
[7] roku,suchý
[7] suchý,teď

Top Word Pairs in Tweet in G5:
[9] today,#worldheritageday
[9] #worldheritageday,#eu
[9] #eu,funded
[9] funded,indices_culture
[9] indices_culture,project
[9] project,develops
[9] develops,enabling
[9] enabling,technology
[9] technology,cultural
[8] weblyzard,today

Top Word Pairs in Tweet in G6:
[8] visualizing,44
[8] 44,weeks
[8] weeks,#color
[8] #color,palettes
[8] palettes,based
[8] based,mesabree's
[8] mesabree's,project
[8] project,animalia
[8] animalia,used
[8] used,f_l_o_u_r_i_s_h

Top Word Pairs in Tweet in G7:
[4] financialtimes,ft
[4] ft,released
[4] released,brilliant
[4] brilliant,guideline
[4] guideline,called
[4] called,visual
[4] visual,vocabulary
[4] vocabulary,picking
[4] picking,right
[4] right,visualization

Top Word Pairs in Tweet in G8:
[2] nueva,puerta
[2] puerta,sol
[2] nacho,catalán

Top Word Pairs in Tweet in G9:
[4] #datastorytelling,#dataviz
[4] #dataviz,presentation
[4] presentation,design
[4] design,choices
[4] choices,tableau
[4] tableau,datasciencectrl
[3] kirkdborne,#datastorytelling

Top Word Pairs in Tweet in G10:
[2] #afp,#afpgraphics

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@jachym
@lm_encartes
@zezhong_w
@vt_cs
@yalong_yang
@infovis_
@this0499154500
@indices_culture
@medical_vet_art

Top Mentioned in G1:
@lm_encartes
@henryfountain
@alexis_o_o
@jcarlosjramirez
@this0499154500
@infovis_
@kirkdborne
@usatgraphics
@aatishb
@chiquiesteban

Top Mentioned in G2:
@lm_encartes
@infovis_
@this0499154500
@kirkdborne
@jcarlosjramirez
@anarivaswsj
@info_universal
@lemondefr
@uam_dccd

Top Mentioned in G3:
@zezhong_w
@vt_cs
@yalong_yang

Top Mentioned in G4:
@jachym
@chmuchmi

Top Mentioned in G5:
@indices_culture
@weblyzard
@horizoneu
@rea_research
@cordis_eu

Top Mentioned in G6:
@mesabree
@f_l_o_u_r_i_s_h
@medical_vet_art
@michie_wu

Top Mentioned in G7:
@financialtimes
@ft
@dchris
@digitalcampbell
@osullivan65tom

Top Mentioned in G8:
@loloviejo
@sepirdata
@antonmileo
@danielegrasso
@jorgema__

Top Mentioned in G9:
@tableau
@datasciencectrl
@kirkdborne

Top Mentioned in G10:
@valrakovsky
@chezblanchards
@eleonorehghs
@kaugeard

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@fabriciosx
@hubofml
@lesechos
@lemondefr
@financialtimes
@ft
@b0tsci
@kirkdborne
@popsci

Top Tweeters in G1:
@popsci
@axios
@malaga
@upshotnyt
@maartenzam
@calthalas
@mapbox
@susanaperzsoler
@bbgvisualdata
@maxar

Top Tweeters in G2:
@el_universal_mx
@lemondefr
@this0499154500
@jcarlosjramirez
@hervenirom
@anarivaswsj
@louis_imbert
@delphinepapin
@benjaminkeltz
@bmgrafik

Top Tweeters in G3:
@itzquasi
@johnrayknight
@jwkritchie
@letyludigital
@philninh
@xtophe_bontemps
@benjbach
@vt_cs
@tobi_vierzwo
@davemurrayrust

Top Tweeters in G4:
@czleft
@krajske_volby
@kurzweil84
@chmuchmi
@vybersever
@vladimirkubecek
@jachym
@marta_von_hayek
@tomsu_radek
@mklimcakova

Top Tweeters in G5:
@hubofml
@platoniq
@cordis_eu
@horizoneu
@beeldengeluid
@cortical_io
@rea_research
@eurresearch
@weblyzard
@retv_eu

Top Tweeters in G6:
@fabriciosx
@b0tsci
@scicommbot
@jayaisales
@dashboarddr
@mesabree
@f_l_o_u_r_i_s_h
@redwoodswriter
@medical_vet_art
@michie_wu

Top Tweeters in G7:
@financialtimes
@ft
@dchris
@binderstefan
@samjoiner
@picturingpe
@osullivan65tom
@kali0302
@digitalcampbell

Top Tweeters in G8:
@loloviejo
@danielegrasso
@elpais_info
@sepirdata
@mariano_zafra
@jorgema__
@antonmileo

Top Tweeters in G9:
@kirkdborne
@datasciencectrl
@tableau
@datasciencedojo
@mazrehayaakub
@mcedata

Top Tweeters in G10:
@tpointu
@kaugeard
@eleonorehghs
@chezblanchards
@valrakovsky


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