infoviz OR infovis, Twitter, 11/19/2021 2:02:10 AM, 266619


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infoviz OR infovis_2021-11-18_17-44-42.xlsx
infoviz OR infovis_2021-11-18_17-44-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 19, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/30EGPVj
@livingwmachines
@infovis_
@fdmhildesheim
@janhorstmannn
@filwd
@ferranmorales
@nrchtct
@artistjaneadams
@tpointu
@dhquarterly

Top hashtags:
#map
#maps
#dataviz
#infovis
#ieeevis
#ieeecga
#infoviz
#visualanalytics

Description:
Description
The graph represents a network of 188 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, 19 November 2021 at 01:44 UTC.

The requested start date was Friday, 19 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, 7-hour, 35-minute period from Friday, 05 November 2021 at 14:25 UTC to Wednesday, 17 November 2021 at 22:01 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 : 188
Unique Edges : 141
Edges With Duplicates : 239
Total Edges : 380
Number of Edge Types : 5
Tweet : 36
Retweet : 109
MentionsInRetweet : 149
Mentions : 78
Replies to : 8
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.036697247706422
Reciprocated Edge Ratio : 0.0707964601769911
Connected Components : 19
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 62
Maximum Edges in a Connected Component : 137
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.372416
Graph Density : 0.00642849015815224
Modularity : 0.524264
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 188 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, 19 November 2021 at 01:44 UTC.

The requested start date was Friday, 19 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, 7-hour, 35-minute period from Friday, 05 November 2021 at 14:25 UTC to Wednesday, 17 November 2021 at 22:01 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.domestika.org/en/courses/2495-data-visualization-and-information-design-create-a-visual-model/federica_fragapane
[2] https://www.lemonde.fr/economie/article/2021/11/08/en-europe-l-operation-survie-de-l-industrie-lourde_6101332_3234.html
[2] https://english.elpais.com/science-tech/2021-11-12/reading-the-signs-when-will-the-volcanic-eruption-on-la-palma-end.html
[2] https://www.interaction-design.org/courses/information-visualization-infovis?utm_source=twitter&utm_medium=post
[1] https://twitter.com/jo_bailey/status/1460724060149534723
[1] https://twitter.com/DataVizSociety/status/1460612427821850628
[1] https://twitter.com/LivingwMachines/status/1458033754648231941
[1] https://twitter.com/DMR_Rosaria/status/1460582759282487302?s=20
[1] https://twitter.com/rjnskl/status/1448671352597192710
[1] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named#LargeOutletGold

Top URLs in Tweet in G1:
[1] https://livingwithmachines.ac.uk/macromap-interactive-maps-in-time/

Top URLs in Tweet in G2:
[2] https://www.domestika.org/en/courses/2495-data-visualization-and-information-design-create-a-visual-model/federica_fragapane
[2] https://english.elpais.com/science-tech/2021-11-12/reading-the-signs-when-will-the-volcanic-eruption-on-la-palma-end.html
[2] https://www.lemonde.fr/economie/article/2021/11/08/en-europe-l-operation-survie-de-l-industrie-lourde_6101332_3234.html
[1] https://twitter.com/rjnskl/status/1448671352597192710
[1] https://sjawards.aaas.org/news/2021-aaas-kavli-science-journalism-award-winners-named#LargeOutletGold
[1] https://www.latimes.com/projects/us-freeway-highway-expansion-black-latino-communities/
[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/tosv2.html?vid=&uuid=11a5b992-4391-11ec-9286-4351694d7151&url=L25ld3MvZmVhdHVyZXMvMjAyMS0xMS0xMC9ncmVlY2Utcy1wb3B1bGFyLWlzbGFuZHMtYXJlLWNyb3dkZWQtd2l0aC1wbGFzdGlj
[1] https://ladatacuenta.com/2021/11/09/asiteafectaelcambioclimaticotemperatura-de-costa-rica-aumento-casi-1-grado-c-en-un-siglo/
[1] https://stories.mundodeportivo.com/nba/20211031/42714/nba-75-aniversario

Top URLs in Tweet in G5:
[1] https://densitydesign.org/research/topic-tomographies-a-visual-approach-to-distil-information-from-media-streams/

Top URLs in Tweet in G6:
[1] https://royaleapi.com/blog/champion-card-trends

Top URLs in Tweet in G7:
[2] https://www.interaction-design.org/courses/information-visualization-infovis?utm_source=twitter&utm_medium=post
[1] https://twitter.com/stefpos/status/1458793689992605704
[1] https://twitter.com/jo_bailey/status/1460724060149534723

Top URLs in Tweet in G8:
[1] http://www.digitalhumanities.org/dhq/vol/15/2/000547/000547.html

Top URLs in Tweet in G9:
[1] https://twitter.com/LivingwMachines/status/1458033754648231941

Top URLs in Tweet in G10:
[1] https://litlong.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] map
[49] maps
[30] dataviz
[24] infovis
[16] ieeevis
[15] ieeecga
[14] infoviz
[14] visualanalytics
[14] siggraph
[12] datavisualization



Top Hashtags in Tweet in G1:
[46] map
[46] maps
[1] dataviz
[1] digitalhumanities
[1] infoviz
[1] musetech
[1] culturalheritage
[1] glam
[1] spatial

Top Hashtags in Tweet in G2:
[6] infovis2021
[5] dataviz
[4] datavisualization
[3] infographics
[2] 30daymapchallenge
[2] cambioclimático
[2] costarica
[2] snd
[2] sndccc
[2] infographic

Top Hashtags in Tweet in G4:
[8] hf
[8] infoviz
[1] aha21

Top Hashtags in Tweet in G5:
[1] dataviz
[1] infoviz
[1] visualization
[1] datajournalism

Top Hashtags in Tweet in G6:
[1] clashroyale
[1] infovis

Top Hashtags in Tweet in G7:
[2] ux
[2] design
[2] infovis
[1] dataviz
[1] clashroyale

Top Hashtags in Tweet in G8:
[5] hermeneutic
[5] visualization
[1] map
[1] maps
[1] catma
[1] stereoscope
[1] datavisualization
[1] infovis
[1] annotation

Top Hashtags in Tweet in G9:
[1] newspaper
[1] infovis
[1] dataviz
[1] map
[1] maps

Top Words
Top Words in Tweet in Entire Graph:
[54] very
[52] livingwmachines
[50] large
[50] maps
[50] #map
[49] need
[49] #maps
[48] handle
[48] partially
[48] digitised

Top Words in Tweet in G1:
[46] handle
[46] very
[46] large
[46] partially
[46] digitised
[46] collections
[46] historical
[46] maps
[46] need
[46] #map

Top Words in Tweet in G2:
[8] noviembre
[6] blue
[6] conoce
[6] trabajo
[6] #infovis2021
[6] sábado
[6] 27
[6] 10
[5] #dataviz
[5] datos

Top Words in Tweet in G3:
[4] infovis
[2] janwillemtulp
[2] rsimmon
[2] albertocairo
[2] lisacmuth
[2] filwd
[2] sharoz
[2] nadiehbremer
[2] jburnmurdoch
[2] read

Top Words in Tweet in G4:
[8] patients
[8] #hf
[8] found
[8] #infoviz
[8] tool
[8] useful
[8] understanding
[8] symptoms
[8] keeps
[8] positive

Top Words in Tweet in G5:
[2] mikima
[2] pciuccarelli
[2] idea

Top Words in Tweet in G6:
[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 G7:
[5] information
[4] infovis
[3] depends
[2] check
[2] beginner
[2] level
[2] #ux
[2] #design
[2] course
[2] visualization

Top Words in Tweet in G8:
[6] very
[5] urge
[5] read
[5] great
[5] article
[5] #hermeneutic
[5] #visualization
[5] dhquarterly
[5] 2021
[4] janhorstmannn

Top Words in Tweet in G9:
[6] livingwmachines
[5] fantastic
[5] piece
[5] work
[5] oliviafvane
[5] team
[5] plus
[5] generations
[5] bl_newsroom
[4] mia_out

Top Words in Tweet in G10:
[2] brilliant
[2] collaboration
[2] literary
[2] scholars
[2] nlp
[2] infovis
[2] experts
[2] developers
[2] create
[2] fantastic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] handle,very
[48] very,large
[48] large,partially
[48] partially,digitised
[48] digitised,collections
[48] collections,historical
[48] historical,maps
[48] maps,need
[48] need,#map
[48] #map,#maps

Top Word Pairs in Tweet in G1:
[46] handle,very
[46] very,large
[46] large,partially
[46] partially,digitised
[46] digitised,collections
[46] collections,historical
[46] historical,maps
[46] maps,need
[46] need,#map
[46] #map,#maps

Top Word Pairs in Tweet in G2:
[6] conoce,trabajo
[6] #infovis2021,sábado
[6] sábado,27
[6] 27,noviembre
[5] trabajo,miguel
[5] miguel,ulloa
[5] ulloa,miguelulloam
[5] miguelulloam,reporte_indigo
[5] reporte_indigo,#infovis2021
[5] noviembre,10

Top Word Pairs in Tweet in G3:
[2] nadiehbremer,jburnmurdoch

Top Word Pairs in Tweet in G4:
[8] patients,#hf
[8] #hf,found
[8] found,#infoviz
[8] #infoviz,tool
[8] tool,useful
[8] useful,understanding
[8] understanding,symptoms
[8] symptoms,keeps
[8] keeps,positive
[8] positive,lets

Top Word Pairs in Tweet in G6:
[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 G7:
[3] infovis,depends
[2] check,beginner
[2] beginner,level
[2] level,#ux
[2] #ux,#design
[2] #design,course
[2] course,information
[2] information,visualization
[2] shortened,infovis

Top Word Pairs in Tweet in G8:
[5] urge,read
[5] read,very
[5] very,great
[5] great,article
[5] article,#hermeneutic
[5] #hermeneutic,#visualization
[5] #visualization,dhquarterly
[5] dhquarterly,2021
[4] janhorstmannn,urge

Top Word Pairs in Tweet in G9:
[5] fantastic,piece
[5] piece,work
[5] work,oliviafvane
[5] oliviafvane,livingwmachines
[5] livingwmachines,team
[5] team,plus
[5] plus,generations
[5] generations,bl_newsroom
[4] mia_out,fantastic
[4] bl_newsroom,british

Top Word Pairs in Tweet in G10:
[2] brilliant,collaboration
[2] collaboration,literary
[2] literary,scholars
[2] scholars,nlp
[2] nlp,infovis
[2] infovis,experts
[2] experts,developers
[2] developers,create
[2] create,fantastic

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@livingwmachines
@royaleapi
@ruthmcreber
@dhquarterly
@oliviafvane
@bl_newsroom
@miguelulloam
@reporte_indigo
@infovis_
@janhorstmannn

Top Mentioned in G1:
@livingwmachines

Top Mentioned in G2:
@miguelulloam
@reporte_indigo
@infovis_
@mariano_zafra
@fedfragapane
@scmpgraphics
@domestika
@adolfux
@ferranmorales
@la_lettura

Top Mentioned in G3:
@rsimmon
@albertocairo
@lisacmuth
@nadiehbremer
@jburnmurdoch
@tamaramunzner
@filwd
@sharoz
@janwillemtulp

Top Mentioned in G4:
@ruthmcreber
@sabrina_mangal
@meghanturchioe
@lesliejpark
@anniecmyers
@wcmpophealthsci
@paraggoyalmd
@cvsnheart

Top Mentioned in G5:
@pciuccarelli
@isabelmeirelles
@yloukissas
@filwd
@densitydesign
@gobbo_beatrice
@mikima
@duiliobalsamo
@paolo_bajardi
@apanisson

Top Mentioned in G6:
@royaleapi

Top Mentioned in G7:
@interacting

Top Mentioned in G8:
@dhquarterly
@janhorstmannn
@livingwmachines
@rabeakleymann
@herrstange

Top Mentioned in G9:
@livingwmachines
@oliviafvane
@bl_newsroom
@mia_out
@british
@britishlibrary

Top Mentioned in G10:
@bea_alex
@oldnorthroad
@sachi_research
@_mirandaanders
@uta_ente
@aquigley
@edinadigital

Top Tweeters
Top Tweeters in Entire Graph:
@el_pais
@mundodeportivo
@lemondefr
@opensource_orgs
@notrealdemocrat
@reporte_indigo
@lemondeecoent
@albertocairo
@davidunderdown9
@fdmhildesheim

Top Tweeters in G1:
@davidunderdown9
@bleakterrain8
@jdaviesheritage
@bibliojo
@digtalhumanatee
@j_w_baker
@wragge
@stabihh
@saraducey1
@botlabhd

Top Tweeters in G2:
@el_pais
@mundodeportivo
@lemondefr
@reporte_indigo
@lemondeecoent
@javisalas
@_sachingaur
@domestika
@simongerman600
@kennethfield

Top Tweeters in G3:
@albertocairo
@jburnmurdoch
@__m_v_a__
@janwillemtulp
@rsimmon
@sharoz
@filwd
@nadiehbremer
@infowetrust
@lisacmuth

Top Tweeters in G4:
@wcmpophealthsci
@moonsphilip
@paraggoyalmd
@aljuharathaar
@ninofijacko
@ruthmcreber
@lesliejpark
@kleetnp
@meghanturchioe
@sabrina_mangal

Top Tweeters in G5:
@pciuccarelli
@nrchtct
@yloukissas
@artistjaneadams
@densitydesign
@isabelmeirelles
@eidogram
@apanisson
@paolo_bajardi
@mikima

Top Tweeters in G6:
@ki_heanius
@linooneli
@raciel_sk8
@na_30h
@javicalonso
@lordquijano
@beowulf_cr
@gon960
@royaleapi
@thundergamingpl

Top Tweeters in G7:
@interacting
@seeminglee
@benbendc
@da_pacific
@geoff_stone002
@takunishimu
@saif500002
@ridoharahap65
@noizynoiznoinz

Top Tweeters in G8:
@fdmhildesheim
@jodageiger
@infoditex
@janhorstmannn
@andrea_no_
@herrstange
@dhquarterly
@rabeakleymann

Top Tweeters in G9:
@mia_out
@britishlibrary
@lukemckernan
@bl_newsroom
@diana180
@majamaricevic
@oliviafvane
@british

Top Tweeters in G10:
@aquigley
@oldnorthroad
@bea_alex
@sachi_research
@edinadigital
@uta_ente
@_mirandaanders