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infoviz OR infovis_2021-04-15_17-44-42.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 16, 2021
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/32gLBpR
@infovis_
@datavizsociety
@tmrhyne
@chiquiesteban
@jzarracina
@mariano_zafra
@palewire
@mesabree
@wsjgraphics
@ninatsuts

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

Description:
Description
The graph represents a network of 115 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, 16 April 2021 at 00:45 UTC.

The requested start date was Friday, 16 April 2021 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 12-day, 10-hour, 57-minute period from Friday, 02 April 2021 at 11:27 UTC to Wednesday, 14 April 2021 at 22:24 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 : 115
Unique Edges : 81
Edges With Duplicates : 131
Total Edges : 212
Number of Edge Types : 5
Replies to : 10
MentionsInRetweet : 62
Mentions : 48
Retweet : 53
Tweet : 39
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.0288461538461538
Reciprocated Edge Ratio : 0.0560747663551402
Connected Components : 24
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 146
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.597642
Graph Density : 0.00816170861937452
Modularity : 0.451807
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 115 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, 16 April 2021 at 00:45 UTC.

The requested start date was Friday, 16 April 2021 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 12-day, 10-hour, 57-minute period from Friday, 02 April 2021 at 11:27 UTC to Wednesday, 14 April 2021 at 22:24 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.bloomberg.com/news/articles/2021-04-03/spate-of-islamist-attacks-puts-sahel-on-track-for-deadliest-year?utm_content=graphics&utm_medium=social&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter
[2] https://www.reddit.com/comments/mpm6w0
[2] https://elpais.com/espana/madrid/2021-04-11/asi-son-los-vecindarios-mas-movilizados-del-cinturon-rojo-de-madrid-mas-renta-y-tendencia-a-la-derecha.html
[2] https://trib.al/7XEJU3i
[2] https://dtai.cs.kuleuven.be/sports/ssac21/
[2] https://econ.trib.al/pImNXBx
[2] https://infovis.fh-potsdam.de/tutorials/
[1] https://elpais.com/deportes/2021-04-14/toni-kroos-el-francotirador-esquivo-los-datos-que-descifran-su-juego.html
[1] https://www.bloomberg.com/news/features/2021-04-14/where-can-i-fly-in-the-world-2021-u-s-air-travel-trails-china-but-beats-europe?utm_source=twitter&utm_content=graphics&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_medium=social
[1] https://on.wsj.com/2PZRIMw

Top URLs in Tweet in G1:
[2] https://econ.trib.al/pImNXBx
[2] https://www.reddit.com/comments/mpm6w0
[2] https://www.bloomberg.com/news/articles/2021-04-03/spate-of-islamist-attacks-puts-sahel-on-track-for-deadliest-year?utm_content=graphics&utm_medium=social&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_source=twitter
[1] https://dtai.cs.kuleuven.be/sports/ssac21/
[1] https://trib.al/7XEJU3i
[1] https://elpais.com/espana/madrid/2021-04-11/asi-son-los-vecindarios-mas-movilizados-del-cinturon-rojo-de-madrid-mas-renta-y-tendencia-a-la-derecha.html
[1] https://elpais.com/deportes/2021-04-14/toni-kroos-el-francotirador-esquivo-los-datos-que-descifran-su-juego.html
[1] https://www.bloomberg.com/news/features/2021-04-14/where-can-i-fly-in-the-world-2021-u-s-air-travel-trails-china-but-beats-europe?utm_source=twitter&utm_content=graphics&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-graphics&utm_medium=social
[1] http://the-tardigrade.com/projects/bats/
[1] https://www.bloomberg.com/news/articles/2021-04-05/unemployment-rate-for-educated-black-workers-lagged-in-march?utm_medium=social&utm_content=business&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_source=twitter

Top URLs in Tweet in G2:
[1] https://gams.uni-graz.at/context:depcha

Top URLs in Tweet in G3:
[1] https://buff.ly/3uv0dxF
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DusKN631t4y8&q=EgS4SO-bGOGbz4MGIhkA8aeDS1UIOSn5YI1gS3SJW16TfV86IWkvMgFy
[1] http://cssdrive.com/imagepalette/index.php
[1] https://icolorpalette.com/color-palette-from-images
[1] http://colormind.io
[1] https://link.medium.com/GRjTAUSTefb

Top URLs in Tweet in G4:
[2] https://infovis.fh-potsdam.de/tutorials/
[1] https://www.thearcticinstitute.org/covid-19-arctic-infographic/
[1] https://energyvis.org

Top URLs in Tweet in G5:
[1] https://energyvis.org/

Top URLs in Tweet in G6:
[1] https://www.usatoday.com/in-depth/sports/mlb/2021/04/09/mlb-salaries-historic-deals-alex-rodriguez/7103437002/
[1] https://www.usatoday.com/in-depth/graphics/2021/01/14/covid-vaccine-distribution-by-state-how-many-covid-vaccines-have-been-given-in-us-how-many-people/6599531002/
[1] https://www.usatoday.com/in-depth/news/politics/2021/04/01/2-trillion-infrastructure-bill-charts-detail-bidens-plan/4820227001/

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/interactive/2021/04/06/us/variants-cases-spread.html

Top URLs in Tweet in G8:
[1] https://www.washingtonpost.com/politics/interactive/2021/how-apportionment-works/

Top URLs in Tweet in G9:
[1] https://elpais.com/espana/madrid/2021-04-11/asi-son-los-vecindarios-mas-movilizados-del-cinturon-rojo-de-madrid-mas-renta-y-tendencia-a-la-derecha.html

Top Domains
Top Domains in Tweet in Entire Graph:
[4] elpais.com
[4] bloomberg.com
[4] trib.al
[3] usatoday.com
[3] twitter.com
[2] reddit.com
[2] wsj.com
[2] kuleuven.be
[2] fh-potsdam.de
[2] energyvis.org

Top Domains in Tweet in G1:
[4] bloomberg.com
[3] trib.al
[3] elpais.com
[2] reddit.com
[1] kuleuven.be
[1] the-tardigrade.com
[1] nypl.org
[1] econ.st
[1] com.ar
[1] natgeo.com

Top Domains in Tweet in G2:
[1] uni-graz.at

Top Domains in Tweet in G3:
[1] buff.ly
[1] google.com
[1] cssdrive.com
[1] icolorpalette.com
[1] colormind.io
[1] medium.com

Top Domains in Tweet in G4:
[2] fh-potsdam.de
[1] thearcticinstitute.org
[1] energyvis.org

Top Domains in Tweet in G5:
[1] energyvis.org

Top Domains in Tweet in G6:
[3] usatoday.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] infovis
[24] dataviz
[15] ieeevis
[15] ieeecga
[14] visualanalytics
[13] colourlovers
[13] durhamcountylib
[13] siggraph
[10] d3js
[10] color



Top Hashtags in Tweet in G1:
[6] sciart
[5] sciarttweetstorm
[4] dataviz
[4] 30daychartchallenge
[3] infographic
[2] afp
[2] afpgraphics
[2] portfolioday
[2] natgeo
[2] day5

Top Hashtags in Tweet in G2:
[9] depcha
[9] infovis
[9] reactjs
[9] d3js
[1] rdf
[1] sparql
[1] gams

Top Hashtags in Tweet in G3:
[18] dataviz
[15] infovis
[15] ieeevis
[15] ieeecga
[14] visualanalytics
[13] colourlovers
[13] durhamcountylib
[13] siggraph
[10] color
[8] colortheory

Top Hashtags in Tweet in G4:
[3] infovis
[2] infoviz
[2] research
[2] sonification
[1] covid19
[1] design
[1] data
[1] energytwitter
[1] energyvis
[1] datavis

Top Hashtags in Tweet in G5:
[1] energyvis
[1] datavis
[1] infovis
[1] visualization
[1] energy

Top Hashtags in Tweet in G6:
[1] infoviz
[1] beyondbi

Top Hashtags in Tweet in G7:
[1] infovis

Top Words
Top Words in Tweet in Entire Graph:
[30] #infovis
[24] #dataviz
[15] #ieeevis
[15] #ieeecga
[14] #visualanalytics
[13] #colourlovers
[13] #durhamcountylib
[13] #siggraph
[13] energy
[12] covid

Top Words in Tweet in G1:
[6] #sciart
[5] lot
[5] #sciarttweetstorm
[4] cómo
[4] gente
[4] #dataviz
[4] major
[4] national
[4] ostrich
[4] información

Top Words in Tweet in G2:
[9] prototyp
[9] #depcha
[9] entwicklung
[9] augenmerk
[9] #infovis
[9] gelegt
[9] dazu
[9] mittels
[9] #reactjs
[9] #d3js

Top Words in Tweet in G3:
[18] #dataviz
[15] #infovis
[15] #ieeevis
[15] #ieeecga
[14] #visualanalytics
[13] #colourlovers
[13] #durhamcountylib
[13] #siggraph
[11] stanford
[10] #color

Top Words in Tweet in G4:
[3] arctic
[3] visualization
[3] #infovis
[3] information
[3] research
[2] covid
[2] 19
[2] #infoviz
[2] due
[2] #research

Top Words in Tweet in G5:
[12] energy
[7] data
[6] visualizing
[6] relating
[6] short
[6] paper
[6] submissions
[6] due
[6] 20th
[6] april

Top Words in Tweet in G6:
[2] salaries
[2] million
[2] vaccine
[2] usatoday
[2] data
[2] journalists

Top Words in Tweet in G7:
[3] really
[3] nice
[3] job
[3] map
[3] 50
[3] time
[3] series
[3] showing
[3] troubling
[3] story

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] #dataviz,#infovis
[9] prototyp,#depcha
[9] #depcha,entwicklung
[9] entwicklung,augenmerk
[9] augenmerk,#infovis
[9] #infovis,gelegt
[9] gelegt,dazu
[9] dazu,mittels
[9] mittels,#reactjs
[9] #reactjs,#d3js

Top Word Pairs in Tweet in G1:
[4] #sciart,#sciarttweetstorm
[4] covid,19
[2] toni,kroos
[2] kroos,excepcional
[2] excepcional,davidalvarez
[2] davidalvarez,kikollan
[2] kikollan,analizan
[2] analizan,datos
[2] datos,convierten
[2] catholiques,monde

Top Word Pairs in Tweet in G2:
[9] prototyp,#depcha
[9] #depcha,entwicklung
[9] entwicklung,augenmerk
[9] augenmerk,#infovis
[9] #infovis,gelegt
[9] gelegt,dazu
[9] dazu,mittels
[9] mittels,#reactjs
[9] #reactjs,#d3js
[8] atclariah,prototyp

Top Word Pairs in Tweet in G3:
[15] #dataviz,#infovis
[8] #colortheory,#visualanalytics
[8] #ieeecga,#durhamcountylib
[7] #siggraph,#ieeevis
[7] #ieeevis,#ieeecga
[6] #infovis,#visualanalytics
[6] #siggraph,#ieeecga
[4] harmonic,resolution
[4] #ieeevis,#colourlovers
[4] pegging,pastel

Top Word Pairs in Tweet in G4:
[2] covid,19
[2] information,visualization
[2] #sonification,#infovis

Top Word Pairs in Tweet in G5:
[6] visualizing,data
[6] data,relating
[6] relating,energy
[6] energy,short
[6] short,paper
[6] paper,submissions
[6] submissions,due
[6] due,20th
[6] 20th,april
[6] april,energyvis

Top Word Pairs in Tweet in G7:
[3] really,nice
[3] nice,job
[3] job,map
[3] map,50
[3] 50,time
[3] time,series
[3] series,showing
[3] showing,troubling
[3] troubling,story
[3] story,covid

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@atclariah
@sgeoviz
@wsj
@datavizsociety
@stanford
@tmrhyne
@kikollan
@wsjgraphics
@mesabree
@davidalvarez

Top Mentioned in G1:
@kikollan
@wsjgraphics
@mesabree
@davidalvarez
@canalesgraphics
@taymaggiacomo
@rileydchampine
@econdailycharts
@bbgvisualdata
@elpais_info

Top Mentioned in G2:
@atclariah
@dh_graz

Top Mentioned in G3:
@tmrhyne
@stanford
@datavizsociety
@pantone
@sherwinwilliams

Top Mentioned in G5:
@sgeoviz

Top Mentioned in G6:
@usatoday
@usatgraphics
@janiehaseman
@jzarracina

Top Mentioned in G7:
@benbendc
@hcil_umd
@umdcs
@ischoolumd

Top Mentioned in G8:
@harry_stevens
@tarabahrampour
@tmellnik

Top Mentioned in G9:
@fernandopeinado
@borjandrinot
@nachogallello

Top Mentioned in G10:
@freddyto100
@manuelcabrera1

Top Tweeters
Top Tweeters in Entire Graph:
@bexxmodd
@business
@thedeveloperbot
@usatoday
@latimes
@wsj
@blackstembot
@kikollan
@sprint_code
@ellieaskswhy

Top Tweeters in G1:
@business
@kikollan
@lndata
@tpointu
@danielegrasso
@econdailycharts
@davidalvarez
@bbgvisualdata
@cedscherer
@infovis_

Top Tweeters in G2:
@thedeveloperbot
@sprint_code
@knagasaki
@100daysofdh
@dh_graz
@gvogeler
@lindesc_
@lurchpollin
@atclariah

Top Tweeters in G3:
@blackstembot
@stanford
@pantone
@tmrhyne
@sherwinwilliams
@datavizsociety
@datahobbit
@lievenslenders

Top Tweeters in G4:
@kinolina
@heatonmoorpark
@f_dion
@rimpoo
@noisource
@gruchallakenny
@consumerinneed

Top Tweeters in G5:
@bexxmodd
@dasharp
@nrchtct
@frederikgeth
@sgeoviz
@arnaudprouzeau

Top Tweeters in G6:
@usatoday
@jzarracina
@usatgraphics
@janiehaseman
@michaelknapp

Top Tweeters in G7:
@eastgate
@ischoolumd
@umdcs
@benbendc
@hcil_umd

Top Tweeters in G8:
@harry_stevens
@chiquiesteban
@tmellnik
@tarabahrampour

Top Tweeters in G9:
@fernandopeinado
@mariano_zafra
@borjandrinot
@nachogallello

Top Tweeters in G10:
@freddyto100
@xapenam_xp
@manuelcabrera1
@ragexanimation