infoviz OR infovis, Twitter, 6/12/2020 4:22:47 AM, 229130


FAQ | Problem?

infoviz OR infovis_2020-06-11_17-55-12.xlsx
infoviz OR infovis_2020-06-11_17-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 12, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/30AXwPp
@infovis_
@tmrhyne
@popaylove
@fhpotsdam
@markiaaan
@adrianblancor
@martaforesti
@oliviafvane
@uclab_potsdam
@nrchtct

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

Description:
Description
The graph represents a network of 160 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 June 2020 at 00:55 UTC.

The requested start date was Friday, 12 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 8-hour, 34-minute period from Friday, 29 May 2020 at 05:58 UTC to Wednesday, 10 June 2020 at 14:33 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 : 160
Unique Edges : 152
Edges With Duplicates : 179
Total Edges : 331
Number of Edge Types : 5
Retweet : 63
MentionsInRetweet : 121
Mentions : 88
Replies to : 17
Tweet : 42
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0152284263959391
Reciprocated Edge Ratio : 0.03
Connected Components : 22
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 53
Maximum Edges in a Connected Component : 150
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.662462
Graph Density : 0.00786163522012579
Modularity : 0.536322
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 160 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 June 2020 at 00:55 UTC.

The requested start date was Friday, 12 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 8-hour, 34-minute period from Friday, 29 May 2020 at 05:58 UTC to Wednesday, 10 June 2020 at 14:33 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://infovis.sei.ba.gov.br/covid19/
[4] https://link.medium.com/QnMibHX1S6
[3] https://www.goinvo.com/vision/coronavirus
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fmapping-australian-geograph-data-in-python-36c53a8a74fe%3Fsource%3Dsocial.tw
[3] https://medialab.github.io/iwanthue/
[2] https://link.medium.com/1hT8einu46
[2] https://link.medium.com/XFRmlbCL96
[2] https://www.laverdad.es/lospiesenlatierra/habitantes-vulnerables-ecosistema-agoniza-20200607011811-in.html
[2] https://trib.al/RwcB40d
[2] https://www.nationalgeographic.com/history/2020/05/last-voices-of-world-war-2/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20200601ngm-warintrowwiigraphicsthread::rid=

Top URLs in Tweet in G1:
[2] https://www.laverdad.es/lospiesenlatierra/habitantes-vulnerables-ecosistema-agoniza-20200607011811-in.html
[2] https://twitter.com/jdanielgoh/status/1266480592402685952
[2] https://www.nytimes.com/interactive/2020/05/28/upshot/coronavirus-herd-immunity.html
[2] http://deambulario.com/adios-vaquero-rockanrolero/
[2] https://interactivo.eluniversal.com.mx/2020/covid-19-medidas-china/
[2] https://www.theguardian.com/environment/2020/jun/03/air-pollution-in-china-back-to-pre-covid-levels-and-europe-may-follow
[2] https://www.domestika.org/es/courses/386-infografia-creativa-entre-arte-y-periodismo/jaime_serra
[2] https://trib.al/Ri3oMlO
[2] https://www.nationalgeographic.com/history/2020/05/last-voices-of-world-war-2/?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20200601ngm-warintrowwiigraphicsthread::rid=
[2] https://trib.al/RwcB40d

Top URLs in Tweet in G2:
[4] https://link.medium.com/QnMibHX1S6
[3] https://medialab.github.io/iwanthue/
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fmapping-australian-geograph-data-in-python-36c53a8a74fe%3Fsource%3Dsocial.tw
[2] https://link.medium.com/1hT8einu46
[2] https://link.medium.com/XFRmlbCL96
[2] https://link.medium.com/9NGbwEhjT6
[2] https://link.medium.com/oN8zJwnaW6
[2] https://link.medium.com/On4SWEcaW6
[1] https://link.medium.com/HzpsTzTVX6
[1] https://link.medium.com/k9xpm26gY6

Top URLs in Tweet in G3:
[4] https://infovis.sei.ba.gov.br/covid19/

Top URLs in Tweet in G4:
[1] https://www.fh-potsdam.de/studieren/fachbereiche/stadt-bau-kultur/studiengaenge/urbane-zukunft-ma/

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=s5QPlhOJQIM&feature=youtu.be

[2] https://infovis.fh-potsdam.de
[2] https://twitter.com/uclab_potsdam/status/1267771709626757121
[1] http://infovis.fh-potsdam.de

Top URLs in Tweet in G6:
[1] https://twitter.com/jouni_helske/status/1265957657376161793

Top URLs in Tweet in G7:
[1] https://www.instagram.com/tv/CBBUdvgnt7b/
[1] https://twitter.com/fedfragapane/status/1268928468340834306

Top URLs in Tweet in G8:
[1] https://www.washingtonpost.com/graphics/2020/politics/coronavirus-race-african-americans/

Top URLs in Tweet in G9:
[3] https://www.goinvo.com/vision/coronavirus
[1] https://twitter.com/goinvo/status/1270349774433267715

Top Domains
Top Domains in Tweet in Entire Graph:
[25] medium.com
[11] twitter.com
[9] linkedin.com
[7] gov.br
[5] fh-potsdam.de
[4] trib.al
[4] github.io
[3] youtube.com
[3] goinvo.com
[3] washingtonpost.com

Top Domains in Tweet in G1:
[4] trib.al
[3] twitter.com
[3] nytimes.com
[3] com.mx
[2] laverdad.es
[2] deambulario.com
[2] theguardian.com
[2] domestika.org
[2] nationalgeographic.com
[2] washingtonpost.com

Top Domains in Tweet in G2:
[25] medium.com
[9] linkedin.com
[3] github.io
[2] twitter.com

Top Domains in Tweet in G3:
[4] gov.br

Top Domains in Tweet in G4:
[1] fh-potsdam.de

Top Domains in Tweet in G5:
[3] fh-potsdam.de
[2] youtube.com
[2] twitter.com

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

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

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

Top Domains in Tweet in G9:
[3] goinvo.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] infovis
[51] dataviz
[20] ieeevis
[18] siggraph
[17] visualanalytics
[16] colourlovers
[14] ieeecga
[14] color
[14] colortheory
[13] durhamcountylib



Top Hashtags in Tweet in G1:
[5] covid_19
[3] covid19
[3] infografia
[3] infographics
[3] coronavirus
[2] stuffididntknowthatiwouldneedtoknow
[2] dataviz
[2] datajournalism
[2] creative
[2] art

Top Hashtags in Tweet in G2:
[48] infovis
[45] dataviz
[19] ieeevis
[18] siggraph
[17] visualanalytics
[16] colourlovers
[14] colortheory
[14] color
[14] ieeecga
[13] durhamcountylib

Top Hashtags in Tweet in G4:
[7] infovis
[6] datavis
[1] zukunftsstadt
[1] livinglabs
[1] transformation

Top Hashtags in Tweet in G5:
[3] infovisfhp
[2] culturalheritage
[2] dataviz
[2] infovis
[2] digitalhumanities
[1] dh
[1] datavizsociety
[1] musetech

Top Hashtags in Tweet in G6:
[1] familylifecourse
[1] lifetrajectories
[1] parentalleave
[1] sequenceanalysis
[1] markov
[1] bayes
[1] causalinference
[1] infoviz

Top Hashtags in Tweet in G7:
[1] design
[1] data
[1] information
[1] designemergency
[1] instagram

Top Hashtags in Tweet in G9:
[4] covid19
[4] opensource
[3] infovis
[3] coronavirus
[2] healthcare
[2] design
[2] healthdesign
[2] comic
[1] testtreattrace

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[7] design
[7] covid
[6] coronavirus
[6] info_universal
[5] showing
[5] #covid_19
[5] 19
[5] between
[4] world
[4] people

Top Words in Tweet in G2:
[48] #infovis
[45] #dataviz
[19] #ieeevis
[18] #siggraph
[17] color
[17] #visualanalytics
[16] data
[16] #colourlovers
[15] datavizsociety
[14] #colortheory

Top Words in Tweet in G3:
[5] bahia
[3] gráfico
[2] fabiovboas
[2] veja
[2] casos
[2] tem
[2] uma
[2] portais
[2] em

Top Words in Tweet in G4:
[7] #infovis
[7] fhpotsdam
[7] feminist
[6] today
[6] reading
[6] group
[6] course
[6] teach
[6] read
[6] #datavis

Top Words in Tweet in G5:
[12] talk
[9] thursday
[9] 11am
[9] cest
[9] utc
[8] uclab_potsdam
[6] excited
[6] giving
[6] online
[6] june

Top Words in Tweet in G6:
[3] good
[3] news
[3] suomenakatemia
[3] start
[3] hiring
[3] very
[3] first
[3] research
[3] group
[3] jouni_helske

Top Words in Tweet in G9:
[6] graphic
[5] download
[5] copy
[5] pdf
[5] guide
[4] goinvo
[4] stay
[4] safe
[4] #covid19
[4] #opensource

Top Word Pairs
Top Word Pairs in Tweet in G2:
[5] #dataviz,#infovis
[3] #infovis,#dataviz
[2] color,deficiency
[2] #ieeecga,#durhamcountylib
[2] #infovis,#visualanalytics
[2] #siggraph,#ieeevis
[2] #visualanalytics,#siggraph
[2] #ieeevis,#ieeecga
[2] #color,#colortheory
[2] #colortheory,#adobecolor

Top Word Pairs in Tweet in G3:
[28] gráfico,casos

Top Word Pairs in Tweet in G4:
[2] today,#infovis
[] #infovis,reading
[] reading,group
[] group,course
[] course,teach
[] teach,fhpotsdam
[] fhpotsdam,read
[] read,feminist
[] feminist,#datavis
[] #datavis,paper

Top Word Pairs in Tweet in G5:
[6] 11am,cest
[6] cest,utc
[6] excited,giving
[6] giving,online
[6] online,talk
[6] talk,thursday
[6] thursday,june
[6] june,uclab_potsdam
[6] uclab_potsdam,11am
[6] utc,10am

Top Word Pairs in Tweet in G6:
[9] good,news
[9] news,suomenakatemia
[6] suomenakatemia,start
[6] start,hiring
[6] hiring,very
[6] very,first
[6] first,research
[6] research,group
[6] group,jouni_helske
[6] jouni_helske,super

Top Word Pairs in Tweet in G7:

Top Word Pairs in Tweet in G9:
[] download,copy
[] graphic,guide
[] stay,safe
[] states,begin
[] begin,reopen
[] reopen,stay
[] safe,download
[] copy,coronavirus
[] coronavirus,comic
[] comic,pdf

Top Word Pairs in Tweet in G10:

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datavizsociety
@tmrhyne
@fhpotsdam
@uclab_potsdam
@oliviafvane
@kanarinka
@nrchtct
@lau
@tdatascience
@info_universal

Top Mentioned in G1:
@info_universal
@el_universal_mx
@scmpgraphics
@usatoday
@popovichn
@sangerkatz
@jcarlosjramirez
@repubblica
@agostinoiacurci
@usatgraphics

Top Mentioned in G2:
@datavizsociety
@tmrhyne
@tdatascience
@dylankalpa
@tiffylou
@_jphwang
@thestartup_
@dan_gastineau
@nrchtct
@fhpotsdam

Top Mentioned in G3:
@fabiovboas
@g1
@jornaloglobo
@jornalextra
@estadao
@folha
@uolnoticias
@wlcota
@costa_rui
@governodabahia

Top Mentioned in G4:
@fhpotsdam
@kanarinka
@nrchtct
@lau
@urbane_zukunft
@laurenfklein

Top Mentioned in G5:
@uclab_potsdam
@oliviafvane
@fhpotsdam
@markiaaan

Top Mentioned in G6:
@suomenakatemia
@jouni_helske
@satuhelske
@invest_flagship
@uniturku
@uniofjyvaskyla

Top Mentioned in G7:
@fedfragapane
@curiousoctopus
@alicerawsthorn
@odidev

Top Mentioned in G8:
@newsbysamuels
@aboutaaron
@tracyjan
@jdelreal

Top Mentioned in G9:
@goinvo

Top Mentioned in G10:
@frogmut

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@repubblica
@g1
@pajaropolitico
@folha
@uolnoticias
@jornaloglobo
@estadao
@cnbc
@lanacion

Top Tweeters in G1:
@el_universal_mx
@repubblica
@pajaropolitico
@lanacion
@usatoday
@wsj
@scmpnews
@expresoec
@natgeo
@javisalas

Top Tweeters in G2:
@fullnam35087976
@yearrypanji
@uxdesigncc
@abmakulec
@thestartup_
@hepkitten
@tdatascience
@tmrhyne
@tevameyer
@popaylove

Top Tweeters in G3:
@g1
@folha
@uolnoticias
@jornaloglobo
@estadao
@jornalextra
@jovempadawan
@miguelnicolelis
@costa_rui
@turicas

Top Tweeters in G4:
@fubits
@dhbbaw
@dr_tj
@ameisen_strasse
@laurenfklein
@kanarinka
@nrchtct
@ejtnamic
@fhpotsdam
@urbane_zukunft

Top Tweeters in G5:
@mia_out
@digtalhumanatee
@biostew
@miss_wisdom
@wpippich
@sonja_gasser
@bothumdig
@uclab_potsdam
@markiaaan
@oliviafvane

Top Tweeters in G6:
@uniturku
@suomenakatemia
@uniofjyvaskyla
@invest_flagship
@jouni_helske
@satuhelske
@patriciamcmull7

Top Tweeters in G7:
@odidev
@martaforesti
@alicerawsthorn
@curiousoctopus
@fedfragapane

Top Tweeters in G8:
@tracyjan
@newsbysamuels
@aboutaaron
@adrianblancor
@jdelreal

Top Tweeters in G9:
@jonfollett
@goinvo
@craigonrails

Top Tweeters in G10:
@cnbc
@nuthinking
@frogmut