infoviz OR infovis, Twitter, 8/28/2020 1:02:17 AM, 233706


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infoviz OR infovis_2020-08-27_17-55-12.xlsx
infoviz OR infovis_2020-08-27_17-55-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 28, 2020
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/2YE3kWU
@infovis_
@gijn
@snd
@santinasra
@afpgraphics
@tmrhyne
@galinash
@lewisshepherd
@davidsteadson
@tillnm

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

Description:
Description
The graph represents a network of 77 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, 28 August 2020 at 00:55 UTC.

The requested start date was Friday, 28 August 2020 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 7-day, 12-hour, 47-minute period from Friday, 14 August 2020 at 00:56 UTC to Friday, 21 August 2020 at 13:43 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 : 77
Unique Edges : 63
Edges With Duplicates : 130
Total Edges : 193
Number of Edge Types : 5
Retweet : 44
MentionsInRetweet : 61
Mentions : 44
Replies to : 6
Tweet : 38
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.037037037037037
Reciprocated Edge Ratio : 0.0714285714285714
Connected Components : 14
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 36
Maximum Edges in a Connected Component : 86
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.148893
Graph Density : 0.0143540669856459
Modularity : 0.393172
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 77 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, 28 August 2020 at 00:55 UTC.

The requested start date was Friday, 28 August 2020 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 7-day, 12-hour, 47-minute period from Friday, 14 August 2020 at 00:56 UTC to Friday, 21 August 2020 at 13:43 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://medium.com/nightingale/bubbles-on-a-diad-da5f299dfcd9
[2] https://demos.algorithmia.com/colorize-photos/
[2] https://s2020.siggraph.org/presentation/?id=gensub_118&sess=sess184
[2] https://www.latimes.com/wildfires-map/
[2] https://www.theguardian.com/australia-news/datablog/ng-interactive/2020/aug/19/coronavirus-map-nsw-sydney-covid-19-cases-by-region-new-south-wales-case-numbers-data-graph-trend-rising-falling-corona-hotspots-areas-postcodes?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/BBGVisualData/status/1025068817892958209
[2] https://trib.al/QD0hBVp
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-beautiful-interactive-visualisations-in-python-f8517dc7ae5c%3Fsource%3Dsocial.tw
[2] https://atlo.team/
[1] https://link.medium.com/2ut1kVr768

Top URLs in Tweet in G1:
[2] https://trib.al/QD0hBVp
[2] https://twitter.com/BBGVisualData/status/1025068817892958209
[2] https://www.theguardian.com/australia-news/datablog/ng-interactive/2020/aug/19/coronavirus-map-nsw-sydney-covid-19-cases-by-region-new-south-wales-case-numbers-data-graph-trend-rising-falling-corona-hotspots-areas-postcodes?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.latimes.com/wildfires-map/
[1] https://twitter.com/elizabethcue_/status/1294014557208313858
[1] https://reut.rs/3iGP9Yq
[1] https://tmsnrt.rs/2WTOZDR
[1] https://www.usatoday.com/in-depth/life/women-of-the-century/2020/08/13/19th-amendment-anniversary-timeline-celebrates-womens-suffrage/1761837002/
[1] https://53eig.ht/3g9oFgA
[1] https://www.bloomberg.com/graphics/2020-us-bankruptcies-coronavirus/?utm_content=graphics&utm_medium=social&cmpid%3D=socialflow-twitter-graphics&utm_campaign=socialflow-organic&utm_source=twitter

Top URLs in Tweet in G2:
[2] https://demos.algorithmia.com/colorize-photos/
[2] https://medium.com/nightingale/bubbles-on-a-diad-da5f299dfcd9
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fcreate-beautiful-interactive-visualisations-in-python-f8517dc7ae5c%3Fsource%3Dsocial.tw
[2] https://s2020.siggraph.org/presentation/?id=gensub_118&sess=sess184
[1] https://link.medium.com/2ut1kVr768
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F8-tips-for-better-data-visualization-2f7118e8a9f4%3Fsource%3Dsocial.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Flearning-to-forecast-effectively-with-tableau-in-6-minutes-or-less-3d77a55930a0%3Fsource%3Dsocial.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2F5-advanced-visualisation-for-exploratory-data-analysis-eda-c8eafeb0b8cb%3Fsource%3Dsocial.tw
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fvisualization-of-covid-19-new-cases-over-time-in-python-8c6ac4620c88%3Fsource%3Dsocial.tw
[1] https://www.linkedin.com/slink?code=dqVyJkB

Top URLs in Tweet in G3:
[1] https://www.malofiejgraphics.com/2020/08/general/list-award/

Top URLs in Tweet in G5:
[1] http://datagramas.cl/courses/infovis/

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2020/08/18/science/foot-surveying-metrology-dennis.html

Top URLs in Tweet in G8:
[1] https://twitter.com/rashmi/status/1294664119698718721
[1] https://www.google.com/search?sxsrf=ALeKk00GAQX2bckHqjk2qDstuUzOhjE7aQ%3A1597612776308&ei=6KI5X7GkEqvP5gKT8oJQ&q=P450+nasa&oq=P450+nasa&gs_lcp=CgZwc3ktYWIQAzIFCCEQoAEyBQghEKABOgQIABBHOgUIABCRAjoHCAAQFBCHAjoECAAQQzoCCAA6CAgAEBYQChAeOgYIABAWEB5Q5gNYiw1grxNoAHABeACAAXGIAbADkgEDNC4xmAEAoAEBqgEHZ3dzLXdpesABAQ&sclient=psy-ab&ved=0ahUKEwixuJSw06DrAhWrp1kKHRO5AAoQ4dUDCAw&uact=5
[1] https://www.google.com/imgres?imgurl=http%3A%2F%2Fwww.sensorcast.org%2Fdocuments%2F2016.02.09-Sensorcast_Poster_A4.jpg&imgrefurl=https%3A%2F%2Fwww.sensorcast.org%2Farchives%2F148&docid=AMd4OriAwLQByM&tbnid=IgyVZEEuHe7qqM&vet=1&w=1000&h=1294&itg=1&bih=680&biw=1455&ved=2ahUKEwjwi_qH7qDrAhVKT98KHczHAicQxiAoC3oECAEQNw&iact=c&ictx=1
[1] https://www.semanticscholar.org/paper/Result-of-the-search-for-neutrinoless-decay-in-with-Arnold-Augier/c6489af129b03fef9342a326270109b5fa8c2051
[1] https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=50591
[1] https://www.google.com/imgres?imgurl=http%3A%2F%2Fpeople.ischool.berkeley.edu%2F~gabrieln%2Finfoviz%2Ffinal%2Fimg%2FDARPA_infographic.png&imgrefurl=http%3A%2F%2Fpeople.ischool.berkeley.edu%2F~gabrieln%2Finfoviz%2Ffinal%2F&docid=88iwQWIsDZ0tOM&tbnid=c67aT5o99jbE6M&vet=1&w=5688&h=3211&itg=1&bih=680&biw=1455&ved=2ahUKEwiWor-K86DrAhWvT98KHcKICuYQxiAoCHoECAEQLg&iact=c&ictx=1
[1] https://names.911memorial.org/#lang=en_US
[1] https://news.yahoo.co.jp/byline/yazakiyuichi/20160909-00062016/
[1] https://visualizing.jp/world-gov-infoviz-report/
[1] https://visualizing.jp/covid-symptom-upset/

Top URLs in Tweet in G9:
[1] https://infovis-mannheim.de/covis20/
[1] https://infovis-mannheim.de/gdvss20/

Top URLs in Tweet in G10:
[1] https://www.lanacion.com.ar/2284152

Top Domains
Top Domains in Tweet in Entire Graph:
[11] medium.com
[7] linkedin.com
[6] twitter.com
[3] google.com
[2] algorithmia.com
[2] siggraph.org
[2] infovis-mannheim.de
[2] visualizing.jp
[2] latimes.com
[2] theguardian.com

Top Domains in Tweet in G1:
[5] twitter.com
[2] trib.al
[2] theguardian.com
[2] latimes.com
[2] wapo.st
[2] wsj.com
[1] reut.rs
[1] tmsnrt.rs
[1] usatoday.com
[1] 53eig.ht

Top Domains in Tweet in G2:
[11] medium.com
[7] linkedin.com
[2] algorithmia.com
[2] siggraph.org

Top Domains in Tweet in G3:
[1] malofiejgraphics.com

Top Domains in Tweet in G5:
[1] datagramas.cl

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

Top Domains in Tweet in G8:
[3] google.com
[2] visualizing.jp
[1] twitter.com
[1] semanticscholar.org
[1] nist.gov
[1] 911memorial.org
[1] co.jp

Top Domains in Tweet in G9:
[2] infovis-mannheim.de

Top Domains in Tweet in G10:
[1] com.ar

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[48] dataviz
[40] infovis
[24] visualanalytics
[19] albersloc
[18] siggraph
[17] ieeevis
[17] ieeecga
[14] color
[12] colourlovers
[12] colortheory



Top Hashtags in Tweet in G1:
[4] dataviz
[2] faceyourart
[2] faceyourart2020
[2] tidytuesday
[1] covid_19
[1] infographic
[1] rstats
[1] tidyverse
[1] ggplot
[1] r4ds

Top Hashtags in Tweet in G2:
[40] dataviz
[40] infovis
[24] visualanalytics
[19] albersloc
[18] siggraph
[17] ieeevis
[17] ieeecga
[14] color
[12] colourlovers
[12] colortheory

Top Hashtags in Tweet in G6:
[2] gis
[2] qgis
[1] cartography
[1] infoviz
[1] dataviz

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

Top Hashtags in Tweet in G8:
[1] covid19
[1] visualization

Top Words
Top Words in Tweet in Entire Graph:
[48] #dataviz
[40] #infovis
[24] #visualanalytics
[21] strictly
[21] lavender
[19] #albersloc
[18] #siggraph
[18] #ieeecga
[17] color
[17] #ieeevis

Top Words in Tweet in G1:
[10] covid
[7] more
[6] data
[6] week
[5] wsj
[4] one
[4] voting
[4] election
[4] #dataviz
[4] very

Top Words in Tweet in G2:
[40] #dataviz
[40] #infovis
[24] #visualanalytics
[21] strictly
[21] lavender
[19] #albersloc
[18] #siggraph
[18] #ieeecga
[17] #ieeevis
[15] color

Top Words in Tweet in G4:
[3] infoviz
[2] gunnarbj
[2] lolowhat
[2] lyw
[2] data
[2] davidsteadson

Top Words in Tweet in G5:
[3] csnegri
[3] pachamaltese
[3] quizás
[3] interese
[3] mis
[3] clases
[3] visualización
[3] abiertas
[3] material
[3] disponible

Top Words in Tweet in G6:
[2] finished
[2] map
[2] southern
[2] coastal
[2] dispersal
[2] early
[2] indian
[2] migration
[2] using
[2] qgis

Top Words in Tweet in G7:
[4] survey
[2] value
[2] precision
[2] quotes
[2] national
[2] geodetic
[2] geodesist
[2] secret
[2] desire
[2] kill

Top Words in Tweet in G8:
[2] visualization
[2] estados

Top Words in Tweet in G9:
[4] impact
[2] tillnm
[2] covis20
[2] interactive
[2] hyperlocal
[2] visualization
[2] covid
[2] 19
[2] hospital
[2] env

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] #dataviz,#infovis
[21] strictly,lavender
[19] #albersloc,strictly
[17] #infovis,#visualanalytics
[10] lavender,color
[8] color,study
[7] tmrhyne,#albersloc
[7] lavender,gt
[7] #siggraph,#ieeecga
[7] covid,19

Top Word Pairs in Tweet in G1:
[4] covid,19
[2] massive,warehouse
[2] warehouse,explosion
[2] explosion,beirut
[2] beirut,one
[2] one,strongest
[2] strongest,non
[2] non,nuclear
[2] nuclear,explosions
[2] explosions,recorded

Top Word Pairs in Tweet in G2:
[31] #dataviz,#infovis
[21] strictly,lavender
[19] #albersloc,strictly
[17] #infovis,#visualanalytics
[10] lavender,color
[8] color,study
[7] tmrhyne,#albersloc
[7] #siggraph,#ieeecga
[7] lavender,gt
[6] study,#dataviz

Top Word Pairs in Tweet in G4:
[2] lolowhat,lyw

Top Word Pairs in Tweet in G5:
[3] csnegri,pachamaltese
[3] pachamaltese,quizás
[3] quizás,interese
[3] interese,mis
[3] mis,clases
[3] clases,visualización
[3] visualización,abiertas
[3] abiertas,material
[3] material,disponible
[2] carnby,csnegri

Top Word Pairs in Tweet in G6:
[2] finished,map
[2] map,southern
[2] southern,coastal
[2] coastal,dispersal
[2] dispersal,early
[2] early,indian
[2] indian,migration
[2] migration,using
[2] using,qgis
[2] qgis,mapbox

Top Word Pairs in Tweet in G7:
[2] value,precision
[2] precision,quotes
[2] quotes,national
[2] national,geodetic
[2] geodetic,survey
[2] survey,geodesist
[2] geodesist,secret
[2] secret,desire
[2] desire,kill
[2] kill,survey

Top Word Pairs in Tweet in G9:
[2] covis20,interactive
[2] interactive,hyperlocal
[2] hyperlocal,visualization
[2] visualization,covid
[2] covid,19
[2] 19,impact
[2] impact,hospital
[2] hospital,env
[2] env,research
[2] research,project

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tmrhyne
@tdatascience
@wsj
@datavizsociety
@pachamaltese
@carnby
@csnegri
@qgis
@mapbox
@tillnm

Top Mentioned in G1:
@wsj
@reutersgraphics
@sindap
@evelina_jud
@wsjgraphics
@postgraphics
@albertocairo
@isabelmeirelles
@bbgvisualdata
@dnvolz

Top Mentioned in G2:
@tmrhyne
@tdatascience
@datavizsociety
@vickdata
@siggraph
@dashdevs

Top Mentioned in G3:
@malofiej
@nytimes
@reuters
@globoesportecom
@jwf825
@simonscarr

Top Mentioned in G4:
@lolowhat
@lyw
@galinash
@gunnarbj
@luizagmoraes

Top Mentioned in G5:
@pachamaltese
@carnby
@csnegri

Top Mentioned in G6:
@qgis
@mapbox
@indiaviz

Top Mentioned in G7:
@lewisshepherd
@eleanor_lutz
@nytgraphics

Top Mentioned in G9:
@tillnm
@hsmanews
@uasmannheim

Top Mentioned in G10:
@lanacion
@lndata

Top Tweeters
Top Tweeters in Entire Graph:
@reuters
@nytimes
@lanacion
@wsj
@globoesportecom
@scmpnews
@afp
@albertocairo
@fivethirtyeight
@datasciencebot_

Top Tweeters in G1:
@wsj
@albertocairo
@fivethirtyeight
@dnvolz
@wsjgraphics
@af
@sindap
@postgraphics
@bbgvisualdata
@caseymmiller

Top Tweeters in G2:
@datasciencebot_
@tdatascience
@siggraph
@tmrhyne
@popaylove
@acrlakshman
@datavizsociety
@vickdata
@dashdevs

Top Tweeters in G3:
@reuters
@nytimes
@globoesportecom
@gijn
@malofiej
@simonscarr
@jwf825

Top Tweeters in G4:
@gunnarbj
@lyw
@davidsteadson
@galinash
@luizagmoraes
@lolowhat

Top Tweeters in G5:
@pachamaltese
@carnby
@csnegri
@_racacere

Top Tweeters in G6:
@mapbox
@qgis
@brunmuska
@indiaviz

Top Tweeters in G7:
@lewisshepherd
@jsteffenson
@nytgraphics
@eleanor_lutz

Top Tweeters in G8:
@peaceful1979
@trevorfsmith
@guiissohyppe
@mdesign_ux

Top Tweeters in G9:
@tillnm
@uasmannheim
@hsmanews

Top Tweeters in G10:
@lanacion
@lndata
@santinasra


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