infoviz OR infovis, Twitter, 12/9/2022 1:43:54 AM, 285841


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infoviz OR infovis_2022-12-08_17-32-41.xlsx
infoviz OR infovis_2022-12-08_17-32-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2022
Short Description:
infoviz OR infovis via NodeXL https://bit.ly/3FAaktE
@infovis_
@tableau
@ricccarto
@julesgrandin
@datasciencectrl
@kirkdborne
@lea_des
@ladataviz
@nadiehbremer
@ashendruk

Top hashtags:
#dataviz
#datastorytelling
#infovis
#ieeecga
#ieeevis
#colortheory

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, 09 December 2022 at 01:33 UTC.

The requested start date was Friday, 09 December 2022 at 01:01 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, 14-hour, 36-minute period from Friday, 25 November 2022 at 10:50 UTC to Thursday, 08 December 2022 at 01:27 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 : 193
Edges With Duplicates : 248
Total Edges : 441
Number of Edge Types : 5
Tweet : 47
Retweet : 104
MentionsInRetweet : 223
Mentions : 65
Replies to : 2
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.0112359550561798
Reciprocated Edge Ratio : 0.0222222222222222
Connected Components : 14
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 113
Maximum Edges in a Connected Component : 353
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.592785
Graph Density : 0.0106132075471698
Modularity : 0.495399
NodeXL Version : 1.0.1.508
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, 09 December 2022 at 01:33 UTC.

The requested start date was Friday, 09 December 2022 at 01:01 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, 14-hour, 36-minute period from Friday, 25 November 2022 at 10:50 UTC to Thursday, 08 December 2022 at 01:27 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:
[44] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[2] https://infovis-wiki.net/wiki/Data-Ink_Ratio
[2] https://publicdomainreview.org/collection/hamonshu-a-japanese-book-of-wave-and-ripple-designs-1903/
[2] https://www.reuters.com/graphics/WORLD-CUP/akveqzmgwvr/
[2] https://nightingaledvs.com/unfair-comparisons-how-visualizing-social-inequality-can-make-it-worse/
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=2737d7c1-75db-11ed-b9a1-71437a76504f&url=L2dyYXBoaWNzLzIwMjItdWstbGFuZC11c2Uv
[2] https://public.tableau.com/views/TheMarvelCinematicNetwork/SimpleNetworkGraph?:language=en-US&:display_count=n&:origin=viz_share_link
[2] https://www.amazon.com/gp/product/1119002257/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1119002257&linkCode=as2&tag=kirkdborne-20&linkId=b72b195deb73b7f9580e6afd394a7b33
[1] https://www.cnn.com/2019/10/01/politics/trump-impeach-this-map-fact-check/index.html
[1] https://twitter.com/karim_douieb/status/1600120307821355008

Top URLs in Tweet in G1:
[2] https://publicdomainreview.org/collection/hamonshu-a-japanese-book-of-wave-and-ripple-designs-1903/
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=2737d7c1-75db-11ed-b9a1-71437a76504f&url=L2dyYXBoaWNzLzIwMjItdWstbGFuZC11c2Uv
[2] https://www.reuters.com/graphics/WORLD-CUP/akveqzmgwvr/
[1] https://public.tableau.com/views/TheMarvelCinematicNetwork/SimpleNetworkGraph?:language=en-US&:display_count=n&:origin=viz_share_link
[1] https://www.usatoday.com/in-depth/graphics/2022/11/29/hawaii-mauna-loa-volcano-eruption/10789062002/
[1] https://www.usatoday.com/story/news/nation/2022/11/28/houston-boil-water-advisory/10789086002/
[1] https://www.usatoday.com/in-depth/news/investigations/2022/09/09/congress-twitter-language-used-democrats-republicans/10146954002/
[1] https://twitter.com/NatPress/status/1600128391969001473
[1] https://www.elconfidencial.com/tecnologia/2022-12-04/mano-de-obra-guerra-amazon-automatizacion_3533778/
[1] https://bit.ly/3DfgUBp

Top URLs in Tweet in G2:
[44] https://www.datasciencecentral.com/video/dsc-webinar-series-what-is-inclusive-data-storytelling-and-why
[2] https://www.amazon.com/gp/product/1119002257/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1119002257&linkCode=as2&tag=kirkdborne-20&linkId=b72b195deb73b7f9580e6afd394a7b33

Top URLs in Tweet in G3:
[1] https://ws-dl.blogspot.com/2022/12/2022-12-02-visualization-class-projects.html

Top URLs in Tweet in G6:
[1] https://ocean.economist.com/innovation/articles/we-need-to-solve-fashions-ocean-impact-problem
[1] https://pudding.cool/2022/11/upward-mobility/

Top URLs in Tweet in G8:
[2] https://infovis-wiki.net/wiki/Data-Ink_Ratio
[1] https://people.cs.vt.edu/north/infoviz/lifestreams.pdf
[1] https://www.cnn.com/2019/10/01/politics/trump-impeach-this-map-fact-check/index.html
[1] https://twitter.com/karim_douieb/status/1600120307821355008

Top URLs in Tweet in G10:
[1] https://public.tableau.com/views/TheMarvelCinematicNetwork/SimpleNetworkGraph?:language=en-US&:display_count=n&:origin=viz_share_link

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] dataviz
[44] datastorytelling
[25] infovis
[12] ieeecga
[10] ieeevis
[9] colortheory
[9] visualanalytics
[8] siggraph
[8] durhamcountylib
[7] 30daymapchallenge



Top Hashtags in Tweet in G1:
[7] dataviz
[5] 30daymapchallenge
[3] iibawards
[2] processing
[2] p5js
[2] creativecoding
[2] generativeart
[2] connectome
[2] drosophila
[2] fifaworldcup

Top Hashtags in Tweet in G2:
[44] datastorytelling
[44] dataviz
[2] bigdata
[2] datascience
[2] bi
[2] infovis
[2] datascientists
[2] dataliteracy
[2] designthinking
[2] abdsc

Top Hashtags in Tweet in G3:
[13] infovis

Top Hashtags in Tweet in G6:
[2] visualization
[2] infoviz
[1] fashionindustry
[1] oceanhealth
[1] webdubois

Top Hashtags in Tweet in G7:
[2] ieeevis

Top Hashtags in Tweet in G8:
[1] infovis
[1] dataviz

Top Hashtags in Tweet in G10:
[2] vizit

Top Words
Top Words in Tweet in Entire Graph:
[61] #dataviz
[50] design
[49] tableau
[45] presentation
[44] #datastorytelling
[44] datasciencectrl
[44] choices
[42] kirkdborne
[26] projects
[25] #infovis

Top Words in Tweet in G1:
[8] years
[7] data
[7] #dataviz
[6] gran
[6] article
[6] world
[6] nadiehbremer
[6] 2022
[6] piece
[5] 3d

Top Words in Tweet in G2:
[44] presentation
[44] tableau
[44] design
[44] datasciencectrl
[44] choices
[44] #dataviz
[44] #datastorytelling
[42] kirkdborne
[2] #designthinking
[2] data

Top Words in Tweet in G3:
[26] projects
[14] cs
[13] oducs
[13] catching
[13] recent
[13] highlighting
[13] #infovis
[13] courses
[13] shows
[13] blog

Top Words in Tweet in G6:
[2] great
[2] #visualization
[2] chart
[2] #infoviz
[2] design

Top Words in Tweet in G7:
[4] infovis
[3] d3
[3] more
[2] year
[2] vogievetsky
[2] mbostock
[2] test
[2] time
[2] award
[2] paper

Top Words in Tweet in G8:
[2] data
[2] ratio
[2] ink
[2] program

Top Words in Tweet in G9:
[2] twitter

Top Words in Tweet in G10:
[3] tableau
[2] version
[2] #vizit
[2] network
[2] build
[2] using
[2] procreate
[2] interactive
[2] figma

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] choices,tableau
[44] #datastorytelling,#dataviz
[44] presentation,design
[44] tableau,datasciencectrl
[44] #dataviz,presentation
[44] design,choices
[42] kirkdborne,#datastorytelling
[13] blog,shows
[13] catching,highlighting
[13] #infovis,projects

Top Word Pairs in Tweet in G1:
[4] gambling,executive
[4] big,island
[4] executive,sounded
[4] mauna,loa
[4] six,years
[4] alarm,smartphone
[4] ago,gambling
[4] sounded,alarm
[4] smartphone,casinos
[4] years,ago

Top Word Pairs in Tweet in G2:
[44] presentation,design
[44] design,choices
[44] choices,tableau
[44] #datastorytelling,#dataviz
[44] #dataviz,presentation
[44] tableau,datasciencectrl
[42] kirkdborne,#datastorytelling
[2] #designthinking,#abdsc
[2] #abdsc,see
[2] data,storytelling

Top Word Pairs in Tweet in G3:
[13] shows,projects
[13] projects,recent
[13] #infovis,projects
[13] highlighting,#infovis
[13] blog,shows
[13] oducs,courses
[13] projects,cs
[13] recent,oducs
[13] courses,blog
[13] catching,highlighting

Top Word Pairs in Tweet in G6:
[2] #visualization,#infoviz

Top Word Pairs in Tweet in G7:
[2] infovis,paper
[2] time,award
[2] #ieeevis,infovis
[2] jeffrey_heer,vogievetsky
[2] vogievetsky,more
[2] award,d3
[2] year,test
[2] test,time
[2] infovis,10
[2] d3,mbostock

Top Word Pairs in Tweet in G8:
[2] data,ink
[2] ink,ratio

Top Replied-To
Top Replied-To in Entire Graph:
@senzorvzduchu
@jdfaviz

Top Replied-To in G4:
@jdfaviz

Top Mentioned
Top Mentioned in Entire Graph:
@tableau
@datasciencectrl
@kirkdborne
@oducs
@weiglemc
@nadiehbremer
@infobeautyaward
@usatgraphics
@nature
@bbgvisualdata

Top Mentioned in G1:
@nadiehbremer
@infobeautyaward
@nature
@usatgraphics
@albertocairo
@bbgvisualdata
@lea_des
@ladataviz
@tableau
@scmpgraphics

Top Mentioned in G2:
@tableau
@datasciencectrl
@kirkdborne

Top Mentioned in G3:
@oducs
@weiglemc
@webscidl

Top Mentioned in G4:
@filwd
@dr_pi
@nicolaskruchten
@datavisfriendly
@datastories

Top Mentioned in G5:
@lm_encartes
@francefattori
@delphinepapin
@qlafay
@franceculture

Top Mentioned in G6:
@pipinghotaus
@aboutaaron
@jadiehm
@mich_mcghee
@rob_k_smith

Top Mentioned in G7:
@mbostock
@jeffrey_heer
@vogievetsky
@tamaramunzner

Top Mentioned in G9:
@lesechos
@romane_rssl
@tomfevrier

Top Mentioned in G10:
@tableau
@figma
@procreate

Top Tweeters
Top Tweeters in Entire Graph:
@lesechos
@elfinanciero_mx
@elmundoes
@wsj
@kirkdborne
@luengo1958
@alternative200
@franceculture
@majimeno
@liberationwork

Top Tweeters in G1:
@elfinanciero_mx
@elmundoes
@wsj
@majimeno
@nature
@arodspainmedia
@lndata
@urbaninstitute
@abmakulec
@aleszubajak

Top Tweeters in G2:
@kirkdborne
@luengo1958
@alternative200
@liberationwork
@datasciencectrl
@alhasani__ahmed
@20bluecrowns
@emilanky10
@digitalhealthxx
@tableau

Top Tweeters in G3:
@shawnmjones
@phonedude_mln
@machawk1
@weiglemc
@acnwala
@webscidl
@gavindya2
@kritika_garg
@openmaze
@himarshaj

Top Tweeters in G4:
@filwd
@datavisfriendly
@nicolaskruchten
@jdfaviz
@datastories
@dr_pi
@paolobuono

Top Tweeters in G5:
@franceculture
@francefattori
@delphinepapin
@ricccarto
@lm_encartes
@qlafay

Top Tweeters in G6:
@aboutaaron
@jadiehm
@pipinghotaus
@mich_mcghee
@rob_k_smith
@paral_l_el_

Top Tweeters in G7:
@iamssk
@mbostock
@tamaramunzner
@jeffrey_heer
@vogievetsky

Top Tweeters in G8:
@centochilometri
@jaukia
@hidehito_okada
@wcrichton
@seanboisen

Top Tweeters in G9:
@lesechos
@julesgrandin
@tomfevrier
@romane_rssl

Top Tweeters in G10:
@procreate
@figma
@ladataviz


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