infoviz OR infovis, Twitter, 11/12/2021 9:17:45 PM, 266121


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infoviz OR infovis_2021-11-11_17-44-42.xlsx
infoviz OR infovis_2021-11-11_17-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 12, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3wEeeeZ
@mia_out
@infoditex
@infovis_
@janhorstmannn
@dhquarterly
@oliviafvane
@livingwmachines
@tpointu
@mariano_zafra
@jeremy_cf_lin

Top hashtags:
#dataviz
#infovis
#visualanalytics
#ieeevis
#ieeecga
#siggraph

Description:
Description
The graph represents a network of 167 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 November 2021 at 01:44 UTC.

The requested start date was Friday, 12 November 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, 14-hour, 38-minute period from Friday, 29 October 2021 at 11:11 UTC to Thursday, 11 November 2021 at 01:49 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 : 167
Unique Edges : 250
Edges With Duplicates : 236
Total Edges : 486
Number of Edge Types : 5
Tweet : 36
Retweet : 100
MentionsInRetweet : 282
Mentions : 61
Replies to : 7
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0182370820668693
Reciprocated Edge Ratio : 0.0358208955223881
Connected Components : 21
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 70
Maximum Edges in a Connected Component : 321
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.445276
Graph Density : 0.0120842652045307
Modularity : 0.53418
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 167 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 November 2021 at 01:44 UTC.

The requested start date was Friday, 12 November 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, 14-hour, 38-minute period from Friday, 29 October 2021 at 11:11 UTC to Thursday, 11 November 2021 at 01:49 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:
[2] https://www.bloomberg.com/news/articles/2021-10-31/two-thirds-of-china-s-top-developers-breach-a-red-line-on-debt?utm_medium=social&utm_source=twitter&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_campaign=socialflow-organic
[2] https://www.lemonde.fr/economie/article/2021/11/08/en-europe-l-operation-survie-de-l-industrie-lourde_6101332_3234.html
[2] https://twitter.com/mia_out/status/1454043085864833024
[2] https://www.interaction-design.org/courses/information-visualization-infovis?utm_source=twitter&utm_medium=post
[2] https://twitter.com/OliviaFVane/status/1450103949269274625?s=20
[2] https://ivi.uva.nl/shared/uva/en/vacancies/2021/10/21-791-assistant-professor-of-visual-analytics.html
[1] https://www.bloomberg.com/news/features/2021-11-10/greece-s-popular-islands-are-crowded-with-plastic
[1] https://www.bloomberg.com/news/features/2021-11-10/greece-s-popular-islands-are-crowded-with-plastic?utm_campaign=socialflow-organic&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_medium=social
[1] https://ladatacuenta.com/2021/11/09/asiteafectaelcambioclimaticotemperatura-de-costa-rica-aumento-casi-1-grado-c-en-un-siglo/
[1] https://www.visualcapitalist.com/histomap/?utm_content=bufferdf855&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[2] https://www.lemonde.fr/economie/article/2021/11/08/en-europe-l-operation-survie-de-l-industrie-lourde_6101332_3234.html
[2] https://www.bloomberg.com/news/articles/2021-10-31/two-thirds-of-china-s-top-developers-breach-a-red-line-on-debt?utm_medium=social&utm_source=twitter&cmpid%3D=socialflow-twitter-graphics&utm_content=graphics&utm_campaign=socialflow-organic
[1] https://www.bloomberg.com/news/features/2021-11-10/greece-s-popular-islands-are-crowded-with-plastic?utm_campaign=socialflow-organic&utm_content=graphics&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter&utm_medium=social
[1] https://www.bloomberg.com/news/features/2021-11-10/greece-s-popular-islands-are-crowded-with-plastic
[1] https://ladatacuenta.com/2021/11/09/asiteafectaelcambioclimaticotemperatura-de-costa-rica-aumento-casi-1-grado-c-en-un-siglo/
[1] https://www.visualcapitalist.com/histomap/?utm_content=bufferdf855&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://irenedelatorrearenas.wordpress.com/2021/11/01/30-day-map-challenge-2021-points/
[1] https://elpais.com/ciencia/2021-11-06/el-volcan-al-desnudo-como-interpretar-las-senales-de-la-erupcion-de-la-palma.html?ssm=TW_CC
[1] https://bit.ly/2YihYWM
[1] http://www.postgrauinfografiavisualitzaciodadesudg.com/

Top URLs in Tweet in G2:
[2] https://twitter.com/mia_out/status/1454043085864833024
[2] https://twitter.com/OliviaFVane/status/1450103949269274625?s=20
[1] https://twitter.com/LivingwMachines/status/1458033754648231941
[1] https://livingwithmachines.ac.uk/what-does-a-digital-humanities-research-software-engineer-do/
[1] https://britishlibrary.recruitment.zellis.com/birl/pages/vacancy.jsf?latest=01002578

Top URLs in Tweet in G4:
[1] http://www.digitalhumanities.org/dhq/vol/15/2/000547/000547.html

Top URLs in Tweet in G5:
[1] https://royaleapi.com/blog/champion-card-trends

Top URLs in Tweet in G6:
[2] https://ivi.uva.nl/shared/uva/en/vacancies/2021/10/21-791-assistant-professor-of-visual-analytics.html
[2] https://www.interaction-design.org/courses/information-visualization-infovis?utm_source=twitter&utm_medium=post
[1] https://tmgauss.gitbook.io/infovis-javascript-initial-guide/guide/javascript-overview
[1] https://www.youtube.com/watch?v=bK3n3SLw2R8

[1] https://twitter.com/pickover/status/1453430068752044035
[1] https://orf.at/corona/daten/bezirke

Top URLs in Tweet in G7:
[1] https://twitter.com/DatavizPeru/status/1457155634001072129

Top URLs in Tweet in G8:
[1] https://litlong.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[10] twitter.com
[5] bloomberg.com
[2] lemonde.fr
[2] interaction-design.org
[2] uva.nl
[1] ladatacuenta.com
[1] visualcapitalist.com
[1] wordpress.com
[1] coolors.co
[1] rapidtables.com

Top Domains in Tweet in G1:
[5] bloomberg.com
[2] lemonde.fr
[1] ladatacuenta.com
[1] visualcapitalist.com
[1] wordpress.com
[1] elpais.com
[1] bit.ly
[1] postgrauinfografiavisualitzaciodadesudg.com
[1] tmsnrt.rs
[1] twitter.com

Top Domains in Tweet in G2:
[5] twitter.com
[1] ac.uk
[1] zellis.com

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

Top Domains in Tweet in G5:
[1] royaleapi.com

Top Domains in Tweet in G6:
[2] uva.nl
[2] interaction-design.org
[1] gitbook.io
[1] youtube.com
[1] twitter.com
[1] orf.at

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

Top Domains in Tweet in G8:
[1] litlong.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] dataviz
[26] infovis
[16] visualanalytics
[16] ieeevis
[16] ieeecga
[15] siggraph
[14] hermeneutic
[14] visualization
[13] durhamcountylib
[12] 30daymapchallenge



Top Hashtags in Tweet in G1:
[5] dataviz
[4] 30daymapchallenge
[3] datavisualization
[2] rainforest
[2] infovis2021
[2] history
[2] cambioclimático
[2] costarica
[2] ddj
[2] infographic

Top Hashtags in Tweet in G2:
[4] infovis
[4] dataviz
[3] dh
[3] rse
[2] job
[1] newspaper
[1] jobfairy
[1] womenintech
[1] infoviz
[1] digitalhumanities

Top Hashtags in Tweet in G4:
[13] hermeneutic
[13] visualization
[1] catma
[1] stereoscope
[1] datavisualization
[1] infovis
[1] annotation

Top Hashtags in Tweet in G5:
[1] clashroyale
[1] infovis

Top Hashtags in Tweet in G6:
[5] infovis
[2] visualanalytics
[2] ux
[2] design
[1] infoviz
[1] covid

Top Hashtags in Tweet in G7:
[9] datafam
[8] 30daymapchallenge
[6] infoviz
[6] infodesign
[6] dataviz
[5] datavisualization
[5] datainformation
[5] rstats
[5] ggplot2
[5] informationdesign

Top Hashtags in Tweet in G9:
[1] ieeevis

Top Hashtags in Tweet in G10:
[1] badviz

Top Words
Top Words in Tweet in Entire Graph:
[48] mia_out
[38] oliviafvane
[38] livingwmachines
[33] research
[32] featuring
[32] digital
[32] humanities
[32] software
[29] #dataviz
[26] #infovis

Top Words in Tweet in G1:
[6] blue
[6] one
[5] #dataviz
[4] plastic
[4] 000
[4] good
[4] morning
[4] years
[4] par
[4] water

Top Words in Tweet in G2:
[36] oliviafvane
[36] livingwmachines
[33] mia_out
[30] featuring
[30] digital
[30] humanities
[30] research
[30] software
[17] engineer
[13] engineerâ

Top Words in Tweet in G3:
[15] mia_out
[13] hi
[13] adacollege
[13] turinginst
[13] turinghut23
[13] softwaresaved
[13] researchsofteng
[13] findingada
[13] claresudbery
[13] help

Top Words in Tweet in G4:
[13] urge
[13] read
[13] very
[13] great
[13] article
[13] #hermeneutic
[13] #visualization
[13] dhquarterly
[13] 2021
[12] janhorstmannn

Top Words in Tweet in G5:
[22] champions
[11] card
[11] trends
[11] win
[11] rate
[11] usage
[11] evolution
[11] released
[11] balance
[11] affect

Top Words in Tweet in G6:
[7] ãƒ
[5] #infovis
[5] ç
[4] ÿã
[4] æ
[4] information
[2] interested
[2] #visualanalytics
[2] ai
[2] come

Top Words in Tweet in G7:
[9] #datafam
[8] #30daymapchallenge
[8] day
[7] hi
[7] submission
[6] #infoviz
[6] #infodesign
[6] #dataviz
[5] #datavisualization
[5] #datainformation

Top Words in Tweet in G8:
[3] brilliant
[3] collaboration
[3] literary
[3] scholars
[3] nlp
[3] infovis
[3] experts
[3] developers
[3] create
[3] fantastic

Top Words in Tweet in G9:
[2] infovis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] livingwmachines,featuring
[32] featuring,oliviafvane
[32] oliviafvane,digital
[32] digital,humanities
[32] humanities,research
[32] research,software
[31] mia_out,livingwmachines
[18] software,engineer
[14] #dataviz,#infovis
[14] urge,read

Top Word Pairs in Tweet in G1:
[3] #datavisualization,#dataviz
[2] much,greece
[2] greece,plastic
[2] plastic,making
[2] making,way
[2] way,clear
[2] clear,blue
[2] blue,waters
[2] waters,tainting
[2] tainting,marine

Top Word Pairs in Tweet in G2:
[30] livingwmachines,featuring
[30] featuring,oliviafvane
[30] oliviafvane,digital
[30] digital,humanities
[30] humanities,research
[30] research,software
[29] mia_out,livingwmachines
[17] software,engineer
[13] software,engineerâ
[5] fantastic,piece

Top Word Pairs in Tweet in G3:
[13] mia_out,hi
[13] hi,adacollege
[13] adacollege,turinginst
[13] turinginst,turinghut23
[13] turinghut23,softwaresaved
[13] softwaresaved,researchsofteng
[13] researchsofteng,findingada
[13] findingada,claresudbery
[13] claresudbery,help
[13] help,theâ

Top Word Pairs in Tweet in G4:
[13] urge,read
[13] read,very
[13] very,great
[13] great,article
[13] article,#hermeneutic
[13] #hermeneutic,#visualization
[13] #visualization,dhquarterly
[13] dhquarterly,2021
[12] janhorstmannn,urge
[4] 2021,byâ

Top Word Pairs in Tweet in G5:
[11] champions,card
[11] card,trends
[11] trends,win
[11] win,rate
[11] rate,usage
[11] usage,evolution
[11] evolution,champions
[11] champions,released
[11] released,balance
[11] balance,affect

Top Word Pairs in Tweet in G6:
[2] interested,#infovis
[2] #infovis,#visualanalytics
[2] #visualanalytics,ai
[2] ai,come
[2] come,join
[2] join,multimedia
[2] multimedia,analytics
[2] analytics,lab
[2] ç,æ
[2] ãƒ,ッã

Top Word Pairs in Tweet in G7:
[7] hi,#datafam
[7] #datafam,submission
[6] #30daymapchallenge,day
[5] submission,#30daymapchallenge
[5] #infoviz,#infodesign
[5] #infodesign,#dataviz
[5] #dataviz,#datavisualization
[5] #datavisualization,#datainformation
[3] #rstats,#ggplot2
[3] day,#openstreetmap

Top Word Pairs in Tweet in G8:
[3] brilliant,collaboration
[3] collaboration,literary
[3] literary,scholars
[3] scholars,nlp
[3] nlp,infovis
[3] infovis,experts
[3] experts,developers
[3] developers,create
[3] create,fantastic
[2] bea_alex,brilliant

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mia_out
@oliviafvane
@livingwmachines
@dhquarterly
@adacollege
@turinginst
@turinghut23
@softwaresaved
@researchsofteng
@findingada

Top Mentioned in G1:
@bbgvisualdata
@visualsportsmx
@macarbonero
@marcainfografia
@sanidadgob
@fedfragapane
@la_lettura
@lemondefr
@simongerman600
@tmarcoh

Top Mentioned in G2:
@oliviafvane
@livingwmachines
@mia_out
@bl_newsroom
@british
@britishlibrary
@adacollege
@turinginst
@turinghut23
@softwaresaved

Top Mentioned in G3:
@mia_out
@adacollege
@turinginst
@turinghut23
@softwaresaved
@researchsofteng
@findingada
@claresudbery
@livingwmachines
@oliviafvane

Top Mentioned in G4:
@dhquarterly
@janhorstmannn
@rabeakleymann
@herrstange

Top Mentioned in G5:
@royaleapi

Top Mentioned in G6:
@nannevn
@interacting

Top Mentioned in G7:
@datavizadventur
@datavizperu
@ecdata_pe
@ayocbo
@elcomercio_peru

Top Mentioned in G8:
@bea_alex
@oldnorthroad
@sachi_research
@_mirandaanders
@uta_ente
@aquigley
@edinadigital

Top Mentioned in G9:
@tamaramunzner
@viegasf

Top Mentioned in G10:
@saratornblom
@antimubarak666
@steffersline

Top Tweeters
Top Tweeters in Entire Graph:
@lemondefr
@notrealdemocrat
@botfemale
@elcomercio_peru
@steffersline
@lemondeecoent
@hiringcare
@davidunderdown9
@fdmhildesheim
@ki_heanius

Top Tweeters in G1:
@lemondefr
@lemondeecoent
@javisalas
@_sachingaur
@simongerman600
@kennethfield
@la_lettura
@climate
@eroston
@tpointu

Top Tweeters in G2:
@davidunderdown9
@real_person_dh
@mia_out
@nicholdav
@simontanner
@britishlibrary
@lukemckernan
@aronambrosiani
@benwbrum
@bl_newsroom

Top Tweeters in G3:
@botfemale
@digtalhumanatee
@_ellabot
@nzerik
@findingada
@botlabhd
@ajprescott
@cliovis
@claresudbery
@turinginst

Top Tweeters in G4:
@fdmhildesheim
@stabihh
@jodageiger
@webisblog
@vwestric_west
@dta_cthomas
@naudgnit
@franzidiehr
@jr48237144
@dinger_p

Top Tweeters in G5:
@ki_heanius
@linooneli
@raciel_sk8
@na_30h
@javicalonso
@lordquijano
@beowulf_cr
@gon960
@royaleapi
@thundergamingpl

Top Tweeters in G6:
@interacting
@rickmunoz
@seeminglee
@tmgauss
@jurgenpfeffer
@takunishimu
@nannevn
@saif500002
@noizynoiznoinz

Top Tweeters in G7:
@elcomercio_peru
@negronjb
@makeover_monday
@oligonauta
@ayocbo
@datavizadventur
@ecdata_pe
@datavizperu

Top Tweeters in G8:
@aquigley
@oldnorthroad
@bea_alex
@sachi_research
@edinadigital
@uta_ente
@_mirandaanders

Top Tweeters in G9:
@__m_v_a__
@tamaramunzner
@wattenberg
@viegasf
@fhguinez

Top Tweeters in G10:
@steffersline
@kommunalarbeta1
@galinash
@antimubarak666
@saratornblom


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