infoviz OR infovis, Twitter, 12/7/2019 2:00:29 AM, 218296


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infoviz OR infovis_2019-12-06_17-28-14.xlsx
infoviz OR infovis_2019-12-06_17-28-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2rlg9HW
@iamscicomm
@infovis_
@wsjgraphics
@aroblesc13
@infobeautyaward
@alucaslopez
@weblyzard
@stemculture
@arianecml
@escoladedados

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

Description:
Description
The graph represents a network of 143 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 Saturday, 07 December 2019 at 01:28 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 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, 14-hour, 54-minute period from Saturday, 23 November 2019 at 12:42 UTC to Friday, 06 December 2019 at 03:37 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 : 143
Unique Edges : 158
Edges With Duplicates : 56
Total Edges : 214
Number of Edge Types : 3
Mentions : 161
Replies to : 10
Tweet : 43
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0479452054794521
Reciprocated Edge Ratio : 0.0915032679738562
Connected Components : 27
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 80
Maximum Edges in a Connected Component : 136
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.863836
Graph Density : 0.00753471880232444
Modularity : 0.599741
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 143 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 Saturday, 07 December 2019 at 01:28 UTC.

The requested start date was Saturday, 07 December 2019 at 01:01 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, 14-hour, 54-minute period from Saturday, 23 November 2019 at 12:42 UTC to Friday, 06 December 2019 at 03:37 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:
[4] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html
[3] https://twitter.com/BaskingSharkSco/status/1202286927929581568
[2] https://rawgraphs.io/
[2] https://twitter.com/itsnicethat/status/1201848705084796931
[2] https://vimeo.com/showcase/6524122
[2] https://twitter.com/tantotupiassu/status/1198921623451119617
[2] http://hint.fm/papers/viegas_et_al_hicss08.pdf
[1] https://twitter.com/MarekSkupinski/status/1201871750608408582?s=20
[1] https://actnext.org/research-and-projects/2019-etcps-research-tech-demos/
[1] https://littlevillagemag.com/old-king-coal-university-of-iowa-making-slow-progress-on-its-renewable-energy-agenda/

Top URLs in Tweet in G1:
[3] https://twitter.com/BaskingSharkSco/status/1202286927929581568
[2] https://rawgraphs.io/
[1] https://twitter.com/MarekSkupinski/status/1201871750608408582?s=20
[1] https://twitter.com/chadskelton/status/1200474711202746368
[1] http://bigpicturescience.org/segment/supercomputers-and-ai
[1] https://twitter.com/SteveFranconeri/status/1024697653853147137?s=20
[1] https://medium.com/multiple-views-visualization-research-explained/visualization-in-deep-learning-b29f0ec4f136
[1] https://dataviztoday.com/shownotes/49
[1] https://littlevillagemag.com/old-king-coal-university-of-iowa-making-slow-progress-on-its-renewable-energy-agenda/
[1] https://actnext.org/research-and-projects/2019-etcps-research-tech-demos/

Top URLs in Tweet in G2:
[3] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html
[2] https://twitter.com/itsnicethat/status/1201848705084796931
[1] https://observablehq.com/@mbostock/inequality-in-american-cities
[1] https://flourish.studio/2019/12/03/beeswarm-violin-plot-webgl-scatter/
[1] https://www.tizianaalocci.com/portfolio/something-in-common-ep/
[1] https://earth.nullschool.net/#2019/12/02/1600Z/chem/surface/level/overlay=cosc/orthographic=-242.30,17.36,466
[1] https://www.nationalgeographic.com/animals/2019/12/ancient-shark-like-predator-had-jaw-like-buzz-saw-blade/?fbclid=IwAR1wyAN1ESRSlrNMimj9CQcLzj-5Hs_E6HrkMbArqRHjlGlewe-AbrvXLSU
[1] https://reut.rs/33tr2ER
[1] http://bit.ly/34vGX6U
[1] https://www.informationisbeautifulawards.com/news/485-information-is-beautiful-awards-2019-the-winners

Top URLs in Tweet in G3:
[1] https://www.instagram.com/p/B5VwfIMjM-C/?igshid=s56bglzjxct
[1] https://www.instagram.com/p/B5VxlGpDagA/?igshid=rf8uh3qbwywa
[1] https://www.dailymail.co.uk/sciencetech/article-3860062/The-veins-America-Stunning-map-shows-river-basin-US.html?utm_campaign=coschedule&utm_source=facebook_page&utm_medium=American+Rivers&fbclid=IwAR3ULeOTMOL_Eqtz7-TPc_hxg-lLBsFbB7e8DXGKqg05AQESnTw1QkBKCaU
[1] https://infovis.tistory.com/61
[1] https://github.com/jan-gerling/InfoVis/issues/1

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=8xzLvecgFko


Top URLs in Tweet in G5:
[2] https://twitter.com/tantotupiassu/status/1198921623451119617
[1] https://codabr2019.sched.com/event/W2CL/dataviz-x-infovis-lendo-com-os-olhos

Top URLs in Tweet in G6:
[1] https://authors.taylorandfrancis.com/news/5819
[1] http://geotests.net/couleurs/frequ
[1] https://demos.algorithmia.com/colorize-photos/
[1] http://sciviscolor.org/home/colormoves/
[1] https://sciviscolor.org/home/colormove

Top URLs in Tweet in G7:
[1] http://web.cse.ohio-state.edu/~machiraju.1/teaching/CSE5544/Visweek2012/infovis/papers/hofmann.pdf

Top URLs in Tweet in G9:
[1] http://documentation.ac-besancon.fr/et-si-on-utilisait-des-sketchnotes/

Top URLs in Tweet in G10:
[1] http://determinantsofhealth.org

Top Domains
Top Domains in Tweet in Entire Graph:
[11] twitter.com
[7] vimeo.com
[4] nytimes.com
[2] rawgraphs.io
[2] sciviscolor.org
[2] instagram.com
[2] hint.fm
[1] actnext.org
[1] littlevillagemag.com
[1] dataviztoday.com

Top Domains in Tweet in G1:
[6] twitter.com
[2] rawgraphs.io
[1] bigpicturescience.org
[1] medium.com
[1] dataviztoday.com
[1] littlevillagemag.com
[1] actnext.org

Top Domains in Tweet in G2:
[3] nytimes.com
[2] twitter.com
[1] observablehq.com
[1] flourish.studio
[1] tizianaalocci.com
[1] nullschool.net
[1] nationalgeographic.com
[1] reut.rs
[1] bit.ly
[1] informationisbeautifulawards.com

Top Domains in Tweet in G3:
[2] instagram.com
[1] co.uk
[1] tistory.com
[1] github.com

Top Domains in Tweet in G4:
[1] youtube.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] sched.com

Top Domains in Tweet in G6:
[2] sciviscolor.org
[1] taylorandfrancis.com
[1] geotests.net
[1] algorithmia.com

Top Domains in Tweet in G7:
[1] ohio-state.edu

Top Domains in Tweet in G9:
[1] ac-besancon.fr

Top Domains in Tweet in G10:
[1] determinantsofhealth.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[40] infoviz
[33] dataviz
[22] ieeevis
[19] infovis
[19] siggraph
[17] visualanalytics
[17] ieeecga
[13] albers_lucy
[12] durhamcountylib
[12] color



Top Hashtags in Tweet in G1:
[29] infoviz
[10] dataviz
[4] ai
[3] scicomm
[3] vr
[3] betterposters
[2] colorblindness
[2] opensource
[2] podcasts
[1] iowahawkeyes

Top Hashtags in Tweet in G2:
[3] iibawards
[2] fico
[2] dataviz
[2] kammuri
[1] infografia

Top Hashtags in Tweet in G3:
[1] culturalheritage
[1] culturalheritagedata
[1] musetech
[1] dataviz
[1] infoviz
[1] culturalanalytics
[1] culturalinformatics
[1] generousinterfaces
[1] glam
[1] dh

Top Hashtags in Tweet in G4:
[5] bigdata
[5] hpc
[5] prediction
[5] infoviz
[1] mobility
[1] transportation
[1] agriculture
[1] oceans

Top Hashtags in Tweet in G5:
[2] codabr2019
[2] datavis

Top Hashtags in Tweet in G6:
[19] siggraph
[18] ieeevis
[17] dataviz
[17] infovis
[17] visualanalytics
[17] ieeecga
[13] albers_lucy
[12] durhamcountylib
[12] color
[11] albersloc

Top Hashtags in Tweet in G9:
[2] graphicatie
[2] sketchnote
[2] penséevisuelle
[2] infoviz
[1] facilitationgraphique

Top Hashtags in Tweet in G10:
[1] opensource
[1] publichealth
[1] infoviz
[1] himss2018

Top Words
Top Words in Tweet in Entire Graph:
[83] Words in Sentiment List#1: Positive
[35] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2728] Non-categorized Words
[2846] Total Words
[40] #infoviz
[33] #dataviz
[22] #ieeevis
[20] iamscicomm
[19] #infovis

Top Words in Tweet in G1:
[29] #infoviz
[20] iamscicomm
[10] #dataviz
[8] coal
[5] great
[5] atomburke1
[5] poster
[4] sure
[4] ok
[4] admin

Top Words in Tweet in G2:
[11] pollution
[7] air
[6] compare
[4] chart
[4] make
[4] infobeautyaward
[4] social
[4] credit
[4] change
[4] 2019

Top Words in Tweet in G3:
[7] infovis
[4] ilustraciones
[4] 2019
[3] ponentes
[3] apenas
[3] encontré
[3] video
[3] information
[3] visualization
[3] rivers

Top Words in Tweet in G4:
[9] weblyzard
[5] meet
[5] evolve_h2020
[5] #bigdata
[5] #hpc
[5] project
[5] funded
[5] eu
[5] using
[5] #prediction

Top Words in Tweet in G5:
[4] infoviz
[4] os
[2] arianecml
[2] em
[2] seu
[2] estado
[2] arte
[2] ideia
[2] excelente
[2] fotógrafo

Top Words in Tweet in G6:
[19] #siggraph
[18] #ieeevis
[17] #dataviz
[17] #infovis
[17] #visualanalytics
[17] #ieeecga
[13] #albers_lucy
[12] #durhamcountylib
[12] #color
[11] #albersloc

Top Words in Tweet in G7:
[2] people
[2] polar

Top Words in Tweet in G8:
[2] ice

Top Words in Tweet in G9:
[2] #graphicatie
[2] réaliser
[2] #sketchnote
[2] synthèse
[2] illustrée
[2] par
[2] ligervalerie
[2] profetdoc
[2] #penséevisuelle
[2] #infoviz

Top Words in Tweet in G10:
[3] zip
[3] code
[3] loud
[3] signal
[3] predicting
[3] health
[3] outcomes
[3] see
[3] field
[3] determinants

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] #dataviz,#infovis
[14] #infovis,#visualanalytics
[10] #albersloc,pumpkin
[10] pumpkin,pie
[10] pie,hues
[8] #siggraph,#ieeevis
[7] #ieeevis,#ieeecga
[7] #siggraph,#ieeecga
[6] #infoviz,#dataviz
[6] #visualanalytics,#siggraph

Top Word Pairs in Tweet in G1:
[6] #infoviz,#dataviz
[4] admin,kicking
[4] kicking,dec
[4] dec,iamscicomm
[4] iamscicomm,hosted
[4] hosted,adam
[4] adam,burke
[4] burke,atomburke1
[4] atomburke1,communications
[4] communications,specialist

Top Word Pairs in Tweet in G2:
[4] social,credit
[4] air,pollution
[4] kartpat,huang_apiaries
[2] one,sign
[2] sign,internet
[2] internet,chart
[2] chart,popularity
[2] popularity,having
[2] having,mbostock
[2] mbostock,make

Top Word Pairs in Tweet in G3:
[4] infovis,2019
[3] ponentes,infovis
[3] apenas,encontré
[3] encontré,video
[2] cajas,ilustraciones
[2] ilustraciones,ponentes
[2] 2019,adornadas
[2] adornadas,ilustraciones
[2] ilustraciones,frida
[2] frida,kahlo

Top Word Pairs in Tweet in G4:
[5] meet,evolve_h2020
[5] evolve_h2020,#bigdata
[5] #bigdata,#hpc
[5] #hpc,project
[5] project,funded
[5] funded,eu
[5] eu,using
[5] using,#prediction
[5] #prediction,#infoviz
[5] #infoviz,services

Top Word Pairs in Tweet in G5:
[2] infoviz,em
[2] em,seu
[2] seu,estado
[2] estado,arte
[2] arte,ideia
[2] ideia,excelente
[2] excelente,fotógrafo
[2] fotógrafo,greggsegal
[2] dataviz,infoviz
[2] infoviz,lendo

Top Word Pairs in Tweet in G6:
[17] #dataviz,#infovis
[14] #infovis,#visualanalytics
[10] #albersloc,pumpkin
[10] pumpkin,pie
[10] pie,hues
[8] #siggraph,#ieeevis
[7] #ieeevis,#ieeecga
[7] #siggraph,#ieeecga
[6] #visualanalytics,#siggraph
[5] #visualanalytics,#xritecolor

Top Word Pairs in Tweet in G9:
[2] #graphicatie,réaliser
[2] réaliser,#sketchnote
[2] #sketchnote,synthèse
[2] synthèse,illustrée
[2] illustrée,par
[2] par,ligervalerie
[2] ligervalerie,profetdoc
[2] profetdoc,#penséevisuelle
[2] #penséevisuelle,#infoviz

Top Word Pairs in Tweet in G10:
[3] zip,code
[3] code,loud
[3] loud,signal
[3] signal,predicting
[3] predicting,health
[3] health,outcomes
[3] outcomes,see
[3] see,field
[3] field,determinants
[3] determinants,updated

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@iamscicomm
@atomburke1
@weblyzard
@evolve_h2020
@better_posters
@dataviztoday
@huang_apiaries
@infobeautyaward
@wooden_penguin
@popovichn

Top Mentioned in G1:
@iamscicomm
@atomburke1
@dataviztoday
@better_posters
@wooden_penguin
@hyperfinestudi1
@stemculture
@dopelabspodcast
@dr_tsho
@zsaidso

Top Mentioned in G2:
@infobeautyaward
@huang_apiaries
@popovichn
@kartpat
@mbostock
@observablehq
@hilobrow
@simonscarr
@reutersgraphics
@singhvianjali

Top Mentioned in G4:
@weblyzard
@evolve_h2020
@loba_cx
@cordis_eu

Top Mentioned in G5:
@arianecml
@greggsegal
@rodolfoalmd
@escoladedados

Top Mentioned in G6:
@tmrhyne
@trbvis

Top Mentioned in G7:
@curiouskiwicat
@djnavarro

Top Mentioned in G8:
@boles400
@wef

Top Mentioned in G9:
@ligervalerie
@profetdoc
@eduscol_emi

Top Mentioned in G10:
@jsonin

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@novedadesqroo
@wsj
@zimmermann_st
@wef
@georgmir
@suncemore1
@mem_somerville
@gvwilson
@iamscicomm

Top Tweeters in G1:
@mem_somerville
@iamscicomm
@scicommbot
@chabis_ch
@maartenzam
@mwenergynews
@uiowa
@littlevillage
@postgraphics
@jayeperview

Top Tweeters in G2:
@wsj
@natgeo
@wsjgraphics
@infogram
@hilobrow
@mbostock
@nytclimate
@giorgialupi
@kevinq
@kellianderson

Top Tweeters in G3:
@maquisxx
@helpwantedbot
@_awatifazmi
@trevorfsmith
@om4rpm
@lmclaug
@koyoungki
@alexrindvis
@oliviafvane

Top Tweeters in G4:
@zimmermann_st
@cordis_eu
@alex_stocker
@weblyzard
@asap_eu
@evolve_h2020
@loba_cx

Top Tweeters in G5:
@luoncken
@rodolfoalmd
@escoladedados
@jeffersonrpn
@greggsegal
@arianecml

Top Tweeters in G6:
@williamscraigm
@inertcatnip
@tmrhyne
@trbvis

Top Tweeters in G7:
@visnut
@curiouskiwicat
@djnavarro
@achieveresearch

Top Tweeters in G8:
@wef
@tveitdal
@boles400
@rubenafo

Top Tweeters in G9:
@profetdoc
@eduscol_emi
@ligervalerie
@vthinkreative

Top Tweeters in G10:
@evankirstel
@irmaraste
@jsonin