infoviz OR infovis, Twitter, 7/29/2022 2:22:12 AM, 279640


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infoviz OR infovis_2022-07-28_17-32-41.xlsx
infoviz OR infovis_2022-07-28_17-32-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2022
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3PH7rtr
@kirkdborne
@clauswilke
@markabelan
@infovis_
@jachym
@chmuchmi
@i_ameztoy
@latamjournalism
@lndata
@infowetrust

Top hashtags:
#dataviz
#infovis
#bigdata
#datascience
#infographic
#resurrection
#extinction

Description:
Description
The graph represents a network of 185 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, 29 July 2022 at 00:33 UTC.

The requested start date was Friday, 29 July 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, 8-hour, 58-minute period from Friday, 15 July 2022 at 03:20 UTC to Wednesday, 27 July 2022 at 12:18 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 : 185
Unique Edges : 96
Edges With Duplicates : 351
Total Edges : 447
Number of Edge Types : 5
Retweet : 150
MentionsInRetweet : 215
Tweet : 47
Mentions : 31
Replies to : 4
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.00900900900900901
Reciprocated Edge Ratio : 0.0178571428571429
Connected Components : 20
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 177
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.99962
Graph Density : 0.00658049353701528
Modularity : 0.453365
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 185 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, 29 July 2022 at 00:33 UTC.

The requested start date was Friday, 29 July 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, 8-hour, 58-minute period from Friday, 15 July 2022 at 03:20 UTC to Wednesday, 27 July 2022 at 12:18 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:
[60] https://clauswilke.com/dataviz/
[3] https://www.archivosjaimeserra.com/curso-infografa-periodstica-rtve
[3] https://medium.com/user-experience-design-1/when-brown-becomes-a-shade-of-orange-in-data-visualization-
[2] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fhow-florence-nightingale-changed-data-visualization-forever%2F
[2] https://www.theguardian.com/football/ng-interactive/2022/jul/08/womens-euro-2022-golden-boot-top-goalscorers-game-by-game
[2] https://www.infoviz.cz/graphic.php?ID=111
[2] https://infoviz.cz/graphic.php?ID=159
[2] https://www.infoviz.cz/graphic.php?ID=87
[2] https://www.infoviz.cz/graphic.php?ID=98
[2] https://www.uni-muenster.de/Rektorat/Stellen/ausschreibungen/st_20222406_sk12.html

Top URLs in Tweet in G1:
[60] https://clauswilke.com/dataviz/

Top URLs in Tweet in G2:
[3] https://www.archivosjaimeserra.com/curso-infografa-periodstica-rtve
[2] https://www.theguardian.com/football/ng-interactive/2022/jul/08/womens-euro-2022-golden-boot-top-goalscorers-game-by-game
[2] https://idp.scientificamerican.com/authorize/?response_type=cookie&client_id=sciam&redirect_uri=https%3A%2F%2Fwww.scientificamerican.com%2Farticle%2Fhow-florence-nightingale-changed-data-visualization-forever%2F
[1] https://twitter.com/rainmaker1973/status/1433736079367155729
[1] https://datasciencebydesign.org/blog/a-conversation-with-nadieh-bremer
[1] https://www.washingtonpost.com/business/2022/07/26/inflation-causes/
[1] https://go.nasa.gov/3II2kqy
[1] https://www.elmundo.es/ciencia-y-salud/ciencia/2021/12/22/61c265aae4d4d89d448b4599.html
[1] https://www.datavisualizationsociety.org/membership?utm_source=linkedin&utm_medium=social+media&utm_campaign=membership-july-2022
[1] https://latamjournalismreview.org/articles/the-media-need-to-adapt-their-management-models-to-ensure-newsrooms-with-diversity-inclusion-and-a-gender-focus-5-questions-for-mariana-santos-director-of-chicas-poderosas/

Top URLs in Tweet in G4:
[2] https://www.infoviz.cz/graphic.php?ID=98
[2] https://www.infoviz.cz/graphic.php?ID=87
[2] https://infoviz.cz/graphic.php?ID=159
[1] https://www.infoviz.cz/graphic.php?ID=158
[1] https://www.infoviz.cz/graphic.php?ID=43
[1] https://www.infoviz.cz/graphic.php?ID=160
[1] https://www.infoviz.cz/graphic.php?ID=81
[1] https://www.infoviz.cz/graphic.php?ID=89
[1] https://www.infoviz.cz/graphic.php?ID=82
[1] https://www.infoviz.cz/graphic.php?ID=111

Top URLs in Tweet in G5:
[2] https://www.uni-muenster.de/Rektorat/Stellen/ausschreibungen/st_20222406_sk12.html

Top URLs in Tweet in G6:
[1] https://svs.gsfc.nasa.gov/events/Viz4Climate/
[1] https://t.co/K6AJAR4CII
[1] https://t.co/xssPPa7l7m

Top URLs in Tweet in G7:
[1] https://twitter.com/vitalyf/status/1549053309301862400
[1] https://twitter.com/julian/status/1547800625039060993
[1] https://twitter.com/TRyanGregory/status/1549809477515370497
[1] https://infovis.sei.ba.gov.br/covid19/
[1] https://www.infoviz.cz/graphic.php?ID=111

Top URLs in Tweet in G8:
[1] https://unctad-infovis.github.io/2022-wcp/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] dataviz
[77] infovis
[60] bigdata
[60] datascience
[34] infographic
[31] resurrection
[31] extinction
[31] deextinction
[17] ieeecga
[14] ieeevis



Top Hashtags in Tweet in G1:
[60] bigdata
[60] datascience
[60] dataviz
[60] infovis
[1] visualanalytics
[1] datastorytelling
[1] dataliteracy
[1] datascientists
[1] rstats
[1] 100daysofcode

Top Hashtags in Tweet in G2:
[4] dataviz
[3] infografía
[3] curso
[2] agua
[2] sequía
[2] infografia
[2] euros2022
[2] diseño
[2] periodismo
[1] gabo

Top Hashtags in Tweet in G3:
[33] infographic
[31] resurrection
[31] extinction
[31] deextinction
[3] sciart
[2] informationdesign
[2] monkeypox
[2] monkeypoxvirus
[2] virus
[2] explainer

Top Hashtags in Tweet in G4:
[5] infoviz
[3] teplota
[3] klima
[3] horko
[3] vedro
[3] infografika
[2] počasí
[2] podnebí
[2] ovzduší
[2] kvalitaovzduší

Top Hashtags in Tweet in G5:
[2] infovis
[2] datenvisualisierung
[2] datavis
[2] scdh
[1] datavisualization
[1] interfacedesign
[1] digitalhumanities
[1] hci
[1] visualization

Top Hashtags in Tweet in G6:
[8] art
[8] research
[8] datavis
[8] applications
[8] climate
[8] science
[8] data
[8] viz4climate
[2] workshop
[2] infovis

Top Words
Top Words in Tweet in Entire Graph:
[77] #dataviz
[77] #infovis
[70] data
[65] visualization
[60] fundamentals
[60] clauswilke
[60] #bigdata
[60] #datascience
[59] kirkdborne
[59] #

Top Words in Tweet in G1:
[60] fundamentals
[60] data
[60] visualization
[60] clauswilke
[60] #bigdata
[60] #datascience
[60] #dataviz
[60] #infovis
[59] kirkdborne
[59] #

Top Words in Tweet in G2:
[7] data
[5] visualization
[4] james
[4] webb
[4] cuatro
[4] imágenes
[4] #dataviz
[4] nightingale
[4] curso
[4] 'del

Top Words in Tweet in G3:
[33] piece
[33] #infographic
[31] markabelan
[31] possible
[31] bring
[31] back
[31] extinct
[31] species
[31] #resurrection
[31] #extinction

Top Words in Tweet in G4:
[18] více
[13] že
[13] nad
[11] jachym
[10] jsou
[10] extrémními
[10] teplotami
[9] chmuchmi
[9] počet
[9] dní

Top Words in Tweet in G5:
[13] unbefristete
[13] e13
[11] scdh
[11] sucht
[11] unterstützung
[11] visualisierungsbereich
[11] bewerben
[10] ulb_ms_scdh
[2] #infovis
[2] stelle

Top Words in Tweet in G6:
[8] days
[8] submit
[8] #art
[8] #research
[8] #datavis
[8] #applications
[8] involve
[8] #climate
[8] #science
[8] #data

Top Words in Tweet in G7:
[4] infoviz
[2] em
[2] último
[2] tela

Top Words in Tweet in G8:
[7] unctad
[5] consumer
[5] protection
[4] releases
[4] recent
[4] developments
[4] world
[4] map
[4] during
[4] high

Top Words in Tweet in G9:
[5] área
[4] ing
[4] civil
[4] computación
[4] visto
[4] igual
[4] varía
[4] harto
[4] tema
[4] alguien

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[71] #dataviz,#infovis
[65] data,visualization
[60] fundamentals,data
[60] visualization,clauswilke
[60] clauswilke,#bigdata
[60] #bigdata,#datascience
[60] #datascience,#dataviz
[59] kirkdborne,fundamentals
[59] #infovis,#
[31] markabelan,piece

Top Word Pairs in Tweet in G1:
[60] fundamentals,data
[60] data,visualization
[60] visualization,clauswilke
[60] clauswilke,#bigdata
[60] #bigdata,#datascience
[60] #datascience,#dataviz
[60] #dataviz,#infovis
[59] kirkdborne,fundamentals
[59] #infovis,#

Top Word Pairs in Tweet in G2:
[5] data,visualization
[4] james,webb
[4] 'del,explicar
[4] explicar,narrar'
[2] litografías,interesantes
[2] interesantes,ciudad
[2] ciudad,méxico
[2] méxico,realizada
[2] realizada,mediados
[2] mediados,siglo

Top Word Pairs in Tweet in G3:
[31] markabelan,piece
[31] piece,possible
[31] possible,bring
[31] bring,back
[31] back,extinct
[31] extinct,species
[31] species,#infographic
[31] #infographic,#resurrection
[31] #resurrection,#extinction
[31] #extinction,#deextinction

Top Word Pairs in Tweet in G4:
[10] extrémními,teplotami
[9] počet,dní
[9] dní,extrémními
[9] neustále,zvyšuje
[8] grafech,ze
[8] ze,všech
[8] všech,hodnocených
[8] hodnocených,patrné
[8] patrné,že
[8] že,počet

Top Word Pairs in Tweet in G5:
[11] scdh,sucht
[11] sucht,unbefristete
[11] unbefristete,unterstützung
[11] unterstützung,e13
[11] e13,visualisierungsbereich
[11] visualisierungsbereich,bewerben
[10] ulb_ms_scdh,scdh
[2] unbefristete,stelle
[2] stelle,e13
[2] e13,#datenvisualisierung

Top Word Pairs in Tweet in G6:
[8] days,submit
[8] submit,#art
[8] #art,#research
[8] #research,#datavis
[8] #datavis,#applications
[8] #applications,involve
[8] involve,#climate
[8] #climate,#science
[8] #science,#data
[8] #data,#viz4climate

Top Word Pairs in Tweet in G8:
[5] consumer,protection
[4] unctad,releases
[4] releases,recent
[4] recent,developments
[4] developments,world
[4] world,consumer
[4] protection,map
[4] map,during
[4] during,high
[4] high,level

Top Word Pairs in Tweet in G9:
[4] ing,civil
[4] civil,computación
[4] computación,visto
[4] visto,igual
[4] igual,varía
[4] varía,harto
[4] harto,tema
[4] tema,área
[4] área,alguien
[4] alguien,algún

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@clauswilke
@kirkdborne
@markabelan
@jachym
@ulb_ms_scdh
@chmuchmi
@nasaviz
@infowetrust
@nadiehbremer
@unctad

Top Mentioned in G1:
@clauswilke
@kirkdborne

Top Mentioned in G2:
@nadiehbremer
@infowetrust
@albertocairo
@emilioamade
@nasaearth
@alyssafowers
@washingtonpost
@ja_serra
@mariano_zafra
@cuauhtemoc_1521

Top Mentioned in G3:
@markabelan

Top Mentioned in G4:
@jachym
@chmuchmi

Top Mentioned in G5:
@ulb_ms_scdh
@janhorstmannn

Top Mentioned in G6:
@nasaviz
@ieeevis
@nasav

Top Mentioned in G8:
@unctad

Top Mentioned in G9:
@fhguinez

Top Mentioned in G10:
@mtchl

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@fabriciosx
@xeronbot
@washingtonpost
@2bftawfik
@b0tsci
@subterfugia
@genejm29
@miniver
@sprint_code

Top Tweeters in G1:
@xaelbot
@fabriciosx
@xeronbot
@2bftawfik
@subterfugia
@sprint_code
@kirkdborne
@xthebigdatabotx
@fiatopichan
@nod3bot

Top Tweeters in G2:
@washingtonpost
@cuauhtemoc_1521
@albertocairo
@copernicuseu
@fjueguen
@commarts
@lndata
@latamjournalism
@nasaearth
@antarcticacl

Top Tweeters in G3:
@b0tsci
@balamsinhue
@findingfirn
@tmayekiso
@piyawat
@saurianboy
@larodriguezdel1
@eliza_coli
@cedscherer
@crisclat1

Top Tweeters in G4:
@takyrebelka
@6m2xfrh28gisyq9
@bluangels1
@rsmekalrs
@ukincr
@tatanamikova
@chmuchmi
@gaaabrys
@vybersever
@vendasf

Top Tweeters in G5:
@digtalhumanatee
@cliovis
@felwert
@sumidu
@dinger_p
@janhorstmannn
@ilonariek
@silkeschwandt
@resonanzfilter
@chrwachter

Top Tweeters in G6:
@genejm29
@chiragp87233561
@jscarto
@fdosal
@atarayosd
@georgesvis
@ieeevis
@nasaviz
@nasav

Top Tweeters in G7:
@miniver
@galinash
@kevinspac
@colibri_te
@rodrigobcerq

Top Tweeters in G8:
@madhavanpallan
@unctad
@oceaneco_unctad
@unctad_ccpb

Top Tweeters in G9:
@ccsilvana
@ttoroide_
@jvalentin__
@fhguinez

Top Tweeters in G10:
@vruba
@mlascarides
@mtchl