infoviz OR infovis, Twitter, 1/4/2019 11:59:05 AM, 180596


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infoviz OR infovis_2019-01-04_03-52-12.xlsx
infoviz OR infovis_2019-01-04_03-52-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 04, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2Tq1Pqb
@dataandme
@fmfrancoise
@wolfgangaigner
@kirkdborne
@infovis_
@nadiehbremer
@echasnovski
@rstats4ds
@_artemisa_v
@mportier

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

Description:
Description
The graph represents a network of 141 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, 04 January 2019 at 11:52 UTC.

The requested start date was Friday, 04 January 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 13-day, 22-hour, 21-minute period from Friday, 21 December 2018 at 01:22 UTC to Thursday, 03 January 2019 at 23:44 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 : 141
Unique Edges : 180
Edges With Duplicates : 50
Total Edges : 230
Number of Edge Types : 3
Mentions : 212
Tweet : 15
Replies to : 3
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.00546448087431694
Reciprocated Edge Ratio : 0.0108695652173913
Connected Components : 22
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 172
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.478769
Graph Density : 0.00932117527862209
Modularity : 0.479461
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/PDF-Files/02_perception-visualization_1up.pdf
[29] https://roh.engineering/post/animating-a-monte-carlo-simulation/
[8] http://www.questionflow.org/2018/06/14/animating-mode-variability-with-tidyverse-and-tweenr/
[3] https://pudding.cool/2018/10/city_3d/?fbclid=IwAR1CghYD2MmgB39Yjq4RTrh1cbtJPARz1_7TS3Ga80gPn3n5u46g_8Q1hpk
[2] http://infovis.fh-potsdam.de
[2] https://nzzl.us/XVCZilX
[2] https://infovis-wiki.net/wiki/Data-Ink_Ratio
[1] https://twitter.com/tmrhyne/status/1077583595328421888
[1] http://www.geotests.net/couleurs/frequences_en.html#ce
[1] https://www.youtube.com/watch?v=um5vdYcMmCE


Top URLs in Tweet in G1:
[49] http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/PDF-Files/02_perception-visualization_1up.pdf
[29] https://roh.engineering/post/animating-a-monte-carlo-simulation/
[8] http://www.questionflow.org/2018/06/14/animating-mode-variability-with-tidyverse-and-tweenr/

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179933
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179313
[1] https://www.scientificamerican.com/article/normal-body-temperature-is-surprisingly-less-than-98-6/

Top URLs in Tweet in G3:
[1] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r

Top URLs in Tweet in G4:
[1] https://infovis-wiki.net/wiki/Data-Ink_Ratio
[1] http://djcon.kr/#1543143515196-4ab1b674-1429
[1] https://twitter.com/chrisbrennan7/status/1075982091274268672
[1] http://lorisahip.blogspot.com/?gz=gxvydn5k

Top URLs in Tweet in G5:
[1] https://infovis-wiki.net/wiki/Data-Ink_Ratio

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=um5vdYcMmCE


Top URLs in Tweet in G7:
[3] https://pudding.cool/2018/10/city_3d/?fbclid=IwAR1CghYD2MmgB39Yjq4RTrh1cbtJPARz1_7TS3Ga80gPn3n5u46g_8Q1hpk

Top URLs in Tweet in G8:
[1] https://infovis-mannheim.de/wandervis/

Top URLs in Tweet in G9:
[2] https://nzzl.us/XVCZilX

Top URLs in Tweet in G10:
[1] http://www.geotests.net/couleurs/frequences_en.html#ce
[1] https://twitter.com/tmrhyne/status/1077583595328421888

Top Domains
Top Domains in Tweet in Entire Graph:
[49] ac.at
[29] roh.engineering
[8] questionflow.org
[3] pudding.cool
[2] twitter.com
[2] nodexlgraphgallery.org
[2] fh-potsdam.de
[2] nzzl.us
[2] infovis-wiki.net
[1] geotests.net

Top Domains in Tweet in G1:
[49] ac.at
[29] roh.engineering
[8] questionflow.org

Top Domains in Tweet in G2:
[2] nodexlgraphgallery.org
[1] scientificamerican.com

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

Top Domains in Tweet in G4:
[1] infovis-wiki.net
[1] djcon.kr
[1] twitter.com
[1] blogspot.com

Top Domains in Tweet in G5:
[1] infovis-wiki.net

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G7:
[3] pudding.cool

Top Domains in Tweet in G8:
[1] infovis-mannheim.de

Top Domains in Tweet in G9:
[2] nzzl.us

Top Domains in Tweet in G10:
[1] geotests.net
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] dataviz
[70] infovis
[31] rstats
[18] visualanalytics
[18] siggraph
[17] ieeevis
[17] ieeecga
[15] albers_lucy
[13] albersloc
[13] durhamcountylib



Top Hashtags in Tweet in G1:
[49] dataviz
[49] infovis
[30] rstats
[2] visualization
[2] repeattweet

Top Hashtags in Tweet in G2:
[4] dataviz
[2] datastorytelling
[2] infovis
[2] ieeevis
[2] visualanalytics
[2] siggraph
[1] ieeecga

Top Hashtags in Tweet in G3:
[10] datastorytelling
[1] abdsc
[1] rstats
[1] bigdata
[1] visualanalytics
[1] bi
[1] datascience
[1] dataviz
[1] infovis
[1] dataliteracy

Top Hashtags in Tweet in G4:
[2] infovis
[1] mapotday
[1] maps
[1] mapping
[1] cartography
[1] datavisualization
[1] baddesign
[1] design
[1] representationaldesign
[1] datajournalism_korea

Top Hashtags in Tweet in G6:
[3] rosling
[1] avoindata
[1] infoviz
[1] datavisualization
[1] opendata

Top Hashtags in Tweet in G7:
[3] infoviz

Top Hashtags in Tweet in G10:
[16] siggraph
[16] ieeecga
[15] dataviz
[15] infovis
[15] visualanalytics
[15] ieeevis
[15] albers_lucy
[13] albersloc
[13] durhamcountylib
[12] colourlovers

Top Words
Top Words in Tweet in Entire Graph:
[69] Words in Sentiment List#1: Positive
[4] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2409] Non-categorized Words
[2482] Total Words
[84] dataandme
[77] infovis
[74] step
[70] dataviz
[60] visualization

Top Words in Tweet in G1:
[82] dataandme
[74] step
[58] monte
[58] carlo
[51] visualization
[49] excellent
[49] slide
[49] deck
[49] wolfgangaigner
[49] perception

Top Words in Tweet in G2:
[4] infovis
[4] dataviz
[3] new
[3] work
[3] issue
[2] infoviz
[2] nodexl
[2] kirkdborne
[2] dataandme
[2] fmfrancoise

Top Words in Tweet in G3:
[10] chart
[10] suggestions
[10] thought
[10] starter
[10] datastorytelling
[10] link
[10] r
[10] code
[10] different
[9] kirkdborne

Top Words in Tweet in G4:
[5] infoviz
[4] gt
[3] infovis
[2] exactly
[2] t
[2] show
[2] want

Top Words in Tweet in G5:
[2] niet
[2] zo
[2] mogelijk

Top Words in Tweet in G6:
[3] hans
[3] rosling'a
[3] ja
[3] factfulness
[3] faktojen
[3] maailma
[3] kirjaa
[3] taas
[3] nähty
[3] kehuttavan

Top Words in Tweet in G7:
[3] visualizing
[3] world
[3] s
[3] population
[3] 3d
[3] infoviz
[3] margaretstorey
[2] gouldolf

Top Words in Tweet in G8:
[2] first
[2] wonderful
[2] students
[2] uasmannheim
[2] starting
[2] year
[2] presenting
[2] work
[2] population
[2] movement

Top Words in Tweet in G9:
[2] collab
[2] infovis
[2] ux
[2] data
[2] science
[2] google
[2] pair
[2] ai
[2] everyone
[2] 2018

Top Words in Tweet in G10:
[16] siggraph
[16] ieeecga
[15] color
[15] dataviz
[15] infovis
[15] visualanalytics
[15] ieeevis
[15] albers_lucy
[14] albersloc
[13] durhamcountylib

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] dataviz,infovis
[58] monte,carlo
[49] excellent,slide
[49] slide,deck
[49] deck,wolfgangaigner
[49] perception,visualization
[47] dataandme,excellent
[47] visualization,dataviz
[46] wolfgangaigner,perception
[45] infovis,vis

Top Word Pairs in Tweet in G1:
[58] monte,carlo
[49] excellent,slide
[49] slide,deck
[49] deck,wolfgangaigner
[49] perception,visualization
[49] dataviz,infovis
[47] dataandme,excellent
[47] visualization,dataviz
[46] wolfgangaigner,perception
[45] infovis,vis

Top Word Pairs in Tweet in G2:
[2] infoviz,infovis
[2] infovis,nodexl
[2] top,hashtags
[2] hashtags,datastorytelling
[2] ieeevis,visualanalytics
[2] visualanalytics,siggraph
[2] more,new
[2] new,work
[2] work,dataviz
[2] dataviz,december

Top Word Pairs in Tweet in G3:
[10] chart,suggestions
[10] suggestions,thought
[10] thought,starter
[10] starter,datastorytelling
[10] datastorytelling,link
[10] link,r
[10] r,code
[10] code,different
[9] kirkdborne,chart
[9] different,visualization

Top Word Pairs in Tweet in G4:
[2] gt,gt

Top Word Pairs in Tweet in G6:
[3] hans,rosling'a
[3] rosling'a,ja
[3] ja,factfulness
[3] factfulness,faktojen
[3] faktojen,maailma
[3] maailma,kirjaa
[3] kirjaa,taas
[3] taas,nähty
[3] nähty,kehuttavan
[3] kehuttavan,viime

Top Word Pairs in Tweet in G7:
[3] visualizing,world
[3] world,s
[3] s,population
[3] population,3d
[3] 3d,infoviz
[3] infoviz,margaretstorey
[2] gouldolf,visualizing

Top Word Pairs in Tweet in G8:
[2] first,wonderful
[2] wonderful,students
[2] students,uasmannheim
[2] uasmannheim,starting
[2] starting,year
[2] year,presenting
[2] presenting,work
[2] work,population
[2] population,movement
[2] movement,lord

Top Word Pairs in Tweet in G9:
[2] collab,infovis
[2] infovis,ux
[2] ux,data
[2] data,science
[2] science,google
[2] google,pair
[2] pair,ai
[2] ai,everyone
[2] everyone,2018
[2] 2018,thanks

Top Word Pairs in Tweet in G10:
[15] dataviz,infovis
[12] spring,albers
[12] albers,painting
[12] painting,ncartmuseum
[11] ieeecga,durhamcountylib
[11] albersloc,high
[11] high,spring
[10] infovis,visualanalytics
[9] siggraph,ieeevis
[8] ieeevis,ieeecga

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dataandme
@wolfgangaigner
@ncartmuseum
@kirkdborne
@echasnovski
@sherwinwilliams
@hansrosling
@margaretstorey
@okffi
@gouldolf

Top Mentioned in G1:
@dataandme
@wolfgangaigner
@echasnovski

Top Mentioned in G2:
@kirkdborne
@dataandme
@fmfrancoise
@infovis_
@wolfgangaigner
@luangcandido
@philninh
@sciam
@rstats4ds
@_artemisa_v

Top Mentioned in G3:
@kirkdborne

Top Mentioned in G5:
@jbaert
@de_nva
@destandaard

Top Mentioned in G6:
@hansrosling
@okffi

Top Mentioned in G7:
@margaretstorey
@gouldolf

Top Mentioned in G8:
@uasmannheim
@tillnm
@stadtkl
@cestmauvaisca

Top Mentioned in G9:
@wattenberg
@arnicas
@viegasf

Top Mentioned in G10:
@ncartmuseum
@sherwinwilliams

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@fmfrancoise
@destandaard
@kirkdborne
@jaguimera
@albertocairo
@jchyip
@miniver
@sciam
@bobehayes

Top Tweeters in G1:
@dataandme
@erikgahner
@zentree
@isabellaghement
@stevenbeeckman
@pacoramon
@atabey_kaygun
@seesharp
@christed930427
@thomasp85

Top Tweeters in G2:
@fmfrancoise
@albertocairo
@sciam
@alex_j_bowers
@nadiehbremer
@christiansenjen
@philninh
@tmarcoh
@infovis_
@bendoesdata

Top Tweeters in G3:
@kirkdborne
@bobehayes
@josharhoads
@sinhabahiyara
@itsshaikaslam
@chaitanya_chadh
@marcozorzi
@jenmossroy
@barryjgrant
@aneesrana

Top Tweeters in G4:
@jchyip
@miniver
@kevinlferguson
@thetylerhayes
@skyto0927
@drpragyaagarwal
@elwoodjparker
@infovizkr
@ryublusetun

Top Tweeters in G5:
@destandaard
@de_nva
@jbaert
@mportier
@bramula

Top Tweeters in G6:
@troppone
@mikaelseppala
@hansrosling
@okffi

Top Tweeters in G7:
@gouldolf
@patriciamalavee
@margaretstorey
@maalmaar

Top Tweeters in G8:
@tillnm
@stadtkl
@cestmauvaisca
@uasmannheim

Top Tweeters in G9:
@arnicas
@kristinhenry
@wattenberg
@viegasf

Top Tweeters in G10:
@ncartmuseum
@sherwinwilliams
@tmrhyne


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