infoviz OR infovis, Twitter, 7/3/2020 1:08:04 AM, 230142


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infoviz OR infovis_2020-07-02_17-55-12.xlsx
infoviz OR infovis_2020-07-02_17-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/2VCy74I
@infovis_
@datavizsociety
@tmrhyne
@sdbernard
@nadiehbremer
@icfj
@reutersgraphics
@juruwolfe
@pabloroblesg
@wsjgraphics

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

Description:
Description
The graph represents a network of 180 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, 03 July 2020 at 00:55 UTC.

The requested start date was Friday, 03 July 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, 12-hour, 47-minute period from Friday, 19 June 2020 at 14:43 UTC to Thursday, 02 July 2020 at 03:31 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 : 180
Unique Edges : 138
Edges With Duplicates : 305
Total Edges : 443
Number of Edge Types : 5
Mentions : 91
MentionsInRetweet : 148
Retweet : 104
Tweet : 93
Replies to : 7
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.0335195530726257
Reciprocated Edge Ratio : 0.0648648648648649
Connected Components : 37
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 88
Maximum Edges in a Connected Component : 312
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.455141
Graph Density : 0.00574177529484792
Modularity : 0.38383
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 180 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, 03 July 2020 at 00:55 UTC.

The requested start date was Friday, 03 July 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, 12-hour, 47-minute period from Friday, 19 June 2020 at 14:43 UTC to Thursday, 02 July 2020 at 03:31 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:
[5] https://visualizing.jp/world-gov-infoviz-report/
[2] https://visualizing.jp/
[2] https://link.medium.com/CgaP7hwqy7
[1] https://soundcloud.com/user-705936595/sets/tomi-on-information-visualisation-the-roles-of-stories-time-space-and-theme
[1] https://twitter.com/LSEImpactBlog/status/1275685135086739466
[1] http://determinantsofhealth.org
[1] https://infovis-wiki.net/wiki/Lie_Factor#:~:text=The%20%E2%80%9CLie%20Factor%E2%80%9D%20is%20a,of%20Quantitative%20Information%E2%80%9D%20in%201983
[1] http://zhiqiyu.com
[1] https://ieeexplore.ieee.org/document/8954824
[1] http://pdritsos.com/news/2020/01/04/publications/

Top URLs in Tweet in G2:
[3] https://visualizing.jp/world-gov-infoviz-report/
[2] https://visualizing.jp/
[1] https://studentwork.prattsi.org/infovis/visualization/mapping-homelessness-and-affordable-housing-in-san-francisco/
[1] https://twitter.com/LSEImpactBlog/status/1275685135086739466
[1] https://soundcloud.com/user-705936595/sets/tomi-on-information-visualisation-the-roles-of-stories-time-space-and-theme

Top URLs in Tweet in G4:
[2] https://link.medium.com/CgaP7hwqy7
[1] https://medium.com/nightingale/how-to-create-eye-catching-maps-with-python-and-kepler-gl-e7e897eff8ac#fe6b-d40ec8d73bab

Top URLs in Tweet in G5:
[1] https://ieeexplore.ieee.org/document/8954824
[1] http://pdritsos.com/news/2020/01/04/publications/

Top URLs in Tweet in G6:
[1] https://100daysofcovid.do-apps.qut.edu.au/

Top URLs in Tweet in G7:
[1] https://www.ft.com/content/b3bdc038-5125-4d09-9480-f7b5351105ca

Top URLs in Tweet in G9:
[1] http://zhiqiyu.com

Top Domains
Top Domains in Tweet in Entire Graph:
[18] trib.al
[15] twitter.com
[14] visualizing.jp
[12] medium.com
[7] linkedin.com
[4] nyti.ms
[4] gov.br
[3] scmp.com
[3] reuters.com
[3] bloomberg.com

Top Domains in Tweet in G1:
[13] twitter.com
[11] trib.al
[4] nyti.ms
[3] bloomberg.com
[2] scmp.com
[2] elpais.com
[2] ow.ly
[2] wapo.st
[1] reuters.com
[1] mhinfographics.com

Top Domains in Tweet in G2:
[8] visualizing.jp
[1] prattsi.org
[1] twitter.com
[1] soundcloud.com
[1] microsoft.com
[1] drugvirus.info
[1] splcenter.org

Top Domains in Tweet in G3:
[1] campaign-archive.com

Top Domains in Tweet in G4:
[11] medium.com
[7] linkedin.com
[2] sciviscolor.org
[2] geotests.net

Top Domains in Tweet in G5:
[1] ieee.org
[1] pdritsos.com

Top Domains in Tweet in G6:
[1] edu.au

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

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

Top Domains in Tweet in G9:
[1] zhiqiyu.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] dataviz
[37] infovis
[21] siggraph
[19] ieeevis
[16] visualanalytics
[16] ieeecga
[15] colourlovers
[15] infoviz
[14] albersloc
[14] albers_lucy



Top Hashtags in Tweet in G1:
[10] infographic
[8] covid__19
[4] datavisualization
[4] dataviz
[2] covid_19
[2] covidー19
[2] ciclostile
[2] makeovermonday
[2] covid19
[2] commonknowledge

Top Hashtags in Tweet in G2:
[2] infoviz
[1] newspicks
[1] podcast
[1] podcastwalk
[1] dataviz
[1] podcasting
[1] soundcloud
[1] agendatipara
[1] realidadeaumentada
[1] covid19

Top Hashtags in Tweet in G3:
[9] corona
[1] covid19
[1] sarscov2
[1] nlp
[1] infoviz
[1] datascience

Top Hashtags in Tweet in G4:
[33] infovis
[27] dataviz
[21] siggraph
[19] ieeevis
[16] visualanalytics
[16] ieeecga
[15] colourlovers
[14] albers_lucy
[14] albersloc
[11] colortheory

Top Hashtags in Tweet in G5:
[2] vr
[2] xr
[2] infovis
[2] immersiveanalytics
[2] webxr
[2] aframe

Top Hashtags in Tweet in G6:
[7] infoviz
[7] covid19
[1] viser

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

Top Hashtags in Tweet in G8:
[3] datascience
[3] infoviz
[3] dataviz
[2] 3d
[1] neuralnetworks
[1] neuron
[1] sigmoid
[1] neuralnetwork
[1] neurons
[1] teaching

Top Hashtags in Tweet in G9:
[2] phddefense
[1] visualization
[1] infovis
[1] hci

Top Words
Top Words in Tweet in Entire Graph:
[37] #dataviz
[37] #infovis
[21] #siggraph
[20] first
[19] #ieeevis
[17] covid
[17] 19
[17] coronavirus
[17] weblyzard
[16] data

Top Words in Tweet in G1:
[13] coronavirus
[12] covid
[12] 19
[12] wsjgraphics
[10] #infographic
[10] more
[9] first
[9] virus
[9] info_universal
[8] design

Top Words in Tweet in G2:
[5] infovis
[5] 世界の行政機関
[5] 情報可視化
[5] 事例
[2] affordable
[2] housing
[2] thing
[2] setting
[2] create
[2] course

Top Words in Tweet in G3:
[17] weblyzard
[9] newsletter
[9] 37
[9] #corona
[9] mood
[9] barometer
[9] capturing
[9] emotions
[9] public
[9] online

Top Words in Tweet in G4:
[33] #infovis
[27] #dataviz
[21] #siggraph
[19] #ieeevis
[16] #visualanalytics
[16] #ieeecga
[15] #colourlovers
[14] #albers_lucy
[14] #albersloc
[12] going

Top Words in Tweet in G5:
[4] vria
[4] web
[4] based
[4] framework
[4] creating
[4] immersive
[4] analytics
[4] experiences
[4] pwsbutcher
[3] nigeljohn12

Top Words in Tweet in G6:
[8] observatoryteam
[7] great
[7] interactive
[7] #infoviz
[7] australian's
[7] tweeted
[7] first
[7] 100
[7] days
[7] #covid19

Top Words in Tweet in G8:
[7] sigmoid
[7] neuron
[5] representation
[3] f_dion
[3] notebook
[3] box
[3] physical
[3] decision
[3] boundary
[3] shrunk

Top Words in Tweet in G9:
[2] passed
[2] #phddefense
[2] today
[2] big
[2] shout
[2] advisor
[2] rametoyer
[2] committee
[2] members
[2] alvittao

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] #dataviz,#infovis
[17] covid,19
[12] #infovis,#visualanalytics
[12] going,circles
[11] #albersloc,going
[10] #siggraph,#ieeevis
[9] #ieeevis,#ieeecga
[9] weblyzard,newsletter
[9] newsletter,37
[9] 37,#corona

Top Word Pairs in Tweet in G1:
[12] covid,19
[6] info_universal,el_universal_mx
[5] #covid__19,#infographic
[4] coronavirus,cases
[4] sars,cov
[4] jury,deliberations
[3] gold,bronze
[3] magazine,cover
[3] bronze,infographics
[3] small,businesses

Top Word Pairs in Tweet in G2:
[5] 世界の行政機関,情報可視化
[5] 情報可視化,事例
[2] affordable,housing

Top Word Pairs in Tweet in G3:
[9] weblyzard,newsletter
[9] newsletter,37
[9] 37,#corona
[9] #corona,mood
[9] mood,barometer
[9] barometer,capturing
[9] capturing,emotions
[9] emotions,public
[9] public,online
[9] online,debate

Top Word Pairs in Tweet in G4:
[24] #dataviz,#infovis
[12] going,circles
[12] #infovis,#visualanalytics
[11] #albersloc,going
[10] #siggraph,#ieeevis
[9] #ieeevis,#ieeecga
[6] #ieeecga,#durhamcountylib
[5] tjukanov,#infovis
[5] app,#dataviz
[5] circles,gt

Top Word Pairs in Tweet in G5:
[4] vria,web
[4] web,based
[4] based,framework
[4] framework,creating
[4] creating,immersive
[4] immersive,analytics
[4] analytics,experiences
[3] pwsbutcher,nigeljohn12
[3] nigeljohn12,ieee_tvcg
[2] ritsos_p,vria

Top Word Pairs in Tweet in G6:
[7] great,interactive
[7] interactive,#infoviz
[7] #infoviz,australian's
[7] australian's,tweeted
[7] tweeted,first
[7] first,100
[7] 100,days
[7] days,#covid19
[7] #covid19,built
[7] built,observatoryteam

Top Word Pairs in Tweet in G8:
[5] sigmoid,neuron
[3] box,physical
[3] physical,representation
[3] representation,decision
[3] decision,boundary
[3] boundary,sigmoid
[3] neuron,shrunk
[3] shrunk,bit
[3] bit,over
[2] cont,jupyter

Top Word Pairs in Tweet in G9:
[2] passed,#phddefense
[2] #phddefense,today
[2] today,big
[2] big,shout
[2] shout,advisor
[2] advisor,rametoyer
[2] rametoyer,committee
[2] committee,members
[2] members,alvittao
[2] alvittao,nvchawla

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@wsjgraphics
@wsj
@weblyzard
@datavizsociety
@tmrhyne
@observatoryteam
@info_universal
@el_universal_mx
@antmandan
@scmpgraphics

Top Mentioned in G1:
@wsjgraphics
@info_universal
@el_universal_mx
@nytimes
@reutersgraphics
@bbgvisualdata
@uninoticias
@anaeazpurua
@pabloroblesg
@scmpgraphics

Top Mentioned in G3:
@weblyzard
@retv_eu
@cordis_eu
@who
@globalgoalsun
@ketchumvie
@modultechnology

Top Mentioned in G4:
@tmrhyne
@tjukanov
@datavizsociety
@evelina_jud
@thiagobc231
@data

Top Mentioned in G5:
@pwsbutcher
@nigeljohn12
@ieee_tvcg
@ritsos_p
@bangorcsee
@bangoruni
@uocscieng
@nigelj
@uochester

Top Mentioned in G6:
@observatoryteam
@antmandan
@ife_qut

Top Mentioned in G7:
@lesliehook
@labboudles
@creacleanair
@laurimyllyvirta
@hubertthieriot

Top Mentioned in G8:
@f_dion
@wakeforest
@pyptug

Top Mentioned in G9:
@rametoyer
@alvittao
@nvchawla
@nickyzhi123
@tim_weninger

Top Mentioned in G10:
@jazzmyth
@elenamejialutz
@wiederkehra

Top Tweeters
Top Tweeters in Entire Graph:
@el_universal_mx
@repubblica
@viniciusn1kolod
@guardian
@lastampa
@nytimes
@yutakama
@wsj
@uninoticias
@marcelopintoba

Top Tweeters in G1:
@el_universal_mx
@repubblica
@lastampa
@nytimes
@uninoticias
@univdeportes
@brfootball
@richdavisphd
@nahj
@gpeltzer

Top Tweeters in G2:
@motttey
@sxm583
@nuryanaqaisara
@sleepingkebab
@shin_y224
@ruiizumiyama
@nakohji1022
@calderonante
@galinash
@msn088

Top Tweeters in G3:
@who
@globalgoalsun
@cordis_eu
@p3k
@adrianb82
@halani
@decarbonet
@weblyzard
@ketchumvie
@retv_eu

Top Tweeters in G4:
@opendatazurich
@tmrhyne
@data
@tjukanov
@curmudgeonphd
@jobst4media
@datavizsociety
@t1_marc
@evelina_jud
@wicgr

Top Tweeters in G5:
@bangoruni
@uochester
@ritsos_p
@uocscieng
@bangorcsee
@pwsbutcher
@ieee_tvcg
@nigeljohn12
@nigelj

Top Tweeters in G6:
@thecolonial
@nicolematejic
@damianm
@yearrypanji
@ife_qut
@antmandan
@qutdatascience
@observatoryteam

Top Tweeters in G7:
@labboudles
@laurimyllyvirta
@sdbernard
@lesliehook
@creacleanair
@hubertthieriot

Top Tweeters in G8:
@yutakama
@e_nterdiscipl
@wakeforest
@f_dion
@dionresearchllc
@pyptug

Top Tweeters in G9:
@nvchawla
@nd_cse
@nickyzhi123
@rametoyer
@alvittao
@tim_weninger

Top Tweeters in G10:
@juruwolfe
@wiederkehra
@jazzmyth
@elenamejialutz


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