infoviz OR infovis, Twitter, 2/1/2019 12:13:30 PM, 184948


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infoviz OR infovis_2019-02-01_03-52-11.xlsx
infoviz OR infovis_2019-02-01_03-52-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 01, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2UvrYUV
@infovis_
@albertocairo
@kirkdborne
@rstatstweet
@ryanwesslen
@unccdsba
@chidambara09
@dataandme
@fmfrancoise
@tierneyl

Top hashtags:
#dataviz
#infovis
#dsba5122
#ieeevis
#visualanalytics
#siggraph
#bigdata
#ieeecga

Description:
Description
The graph represents a network of 263 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, 01 February 2019 at 11:52 UTC.

The requested start date was Friday, 01 February 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, 16-hour, 52-minute period from Friday, 18 January 2019 at 07:30 UTC to Friday, 01 February 2019 at 00:22 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 : 263
Unique Edges : 485
Edges With Duplicates : 129
Total Edges : 614
Number of Edge Types : 3
Mentions : 516
Tweet : 91
Replies to : 7
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.0150214592274678
Reciprocated Edge Ratio : 0.0295983086680761
Connected Components : 22
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 218
Maximum Edges in a Connected Component : 560
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.24667
Graph Density : 0.0068644239979102
Modularity : 0.594787
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[15] http://www.datasciencecentral.com/profiles/blogs/two-periodic-tables-for-data-scientists
[15] http://www.visual-literacy.org/
[8] https://twitter.com/kirkdborne/status/1089485874369310721?s=21
[8] https://twitter.com/kirkdborne/status/1089484599951048704?s=21
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183152
[4] https://pudding.cool/projects/vocabulary/index.html
[3] https://pudding.cool/projects/vocabulary/
[2] https://www.theguardian.com/cities/ng-interactive/2019/jan/30/high-street-crisis-town-centres-lose-8-of-shops-in-five-years
[2] https://www.theguardian.com/news/datablog/2019/jan/31/measles-outbreaks-us-anti-vaccine-movement

Top URLs in Tweet in G1:
[2] https://chicago.snd.org/
[2] https://www.instagram.com/federicafragapane/
[2] https://mailchi.mp/8adfcab0eb33/m26-awards-call-for-entries-open-421949
[2] http://www.malofiejgraphics.com/m27awards/
[2] https://twitter.com/malofiej/status/1087666663791755265
[2] https://www.meetup.com/nl-NL/Belgian-Dataviz-Meetup/events/257343708/
[2] https://www.ft.com/content/8768bb06-231d-11e9-b329-c7e6ceb5ffdf
[2] https://trib.al/BzbJRN9
[2] https://d3indepth.com/
[2] https://www.washingtonpost.com/business/economy/elon-musks-highflying-2018-what-150000-miles-in-a-private-jet-reveal-about-his-excruciating-year/2019/01/29/83b5604e-20ee-11e9-8b59-0a28f2191131_story.html?utm_term=.1a13b4c52819

Top URLs in Tweet in G2:
[2] https://github.com/GerkeLab/ShinyDAG
[2] http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/PDF-Files/02_perception-visualization_1up.pdf
[1] https://newslifespan.com/

Top URLs in Tweet in G3:
[1] https://dsba5122-spring2019.netlify.com/
[1] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be


Top URLs in Tweet in G4:
[15] http://www.datasciencecentral.com/profiles/blogs/two-periodic-tables-for-data-scientists
[15] http://www.visual-literacy.org/
[8] https://twitter.com/kirkdborne/status/1089485874369310721?s=21
[8] https://twitter.com/kirkdborne/status/1089484599951048704?s=21
[1] https://twitter.com/kirkdborne/status/1089487210141925376?s=21
[1] https://www.tr3dent.com/top-10-data-visualization-experts-to-follow-on-twitter/
[1] https://infogram.com/blog/data-visualization-influencers-follow-twitter/
[1] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r
[1] https://twitter.com/kirkdborne/status/1089483639480557568?s=21
[1] https://henrykotula.com/2017/12/05/cartoon-big-data-dashboard/

Top URLs in Tweet in G5:
[14] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183152
[2] https://link.medium.com/TYqydYG5RT
[2] https://link.medium.com/K5rH5aMvLT

Top URLs in Tweet in G6:
[1] https://twitter.com/amyleew/status/1088131509490466818
[1] https://wapo.st/gone-in-a-generation

Top URLs in Tweet in G7:
[1] http://ieeevis.org/year/2019/info/call-participation/shortpapers

Top URLs in Tweet in G8:
[2] https://pudding.cool/projects/vocabulary/
[1] http://blacenagag.blogspot.com/?gz=p4sbu7
[1] https://pudding.cool/2018/06/music-map/
[1] https://pudding.cool/projects/vocabulary/?fbclid=IwAR3StS8H02xG11FCjOGr2kk_85xlWtWEh28oaZGcfxOVyNYL4gA7Do-LX9k
[1] https://nofilmschool.com/Film-Genre-Popularity-Infographic?fbclid=IwAR1v1y7D7-WCCjIvSqb8-upEDCFqHQAfrs3KN3SsLpR-eUlRIXS-SbWCdl4
[1] https://twitter.com/Poynter/status/1090029505391976449
[1] https://www.instagram.com/p/BtOWObwHhL7/?utm_source=ig_twitter_share&igshid=cf3p1hivuez5

Top URLs in Tweet in G9:
[1] https://informationisbeautiful.net/visualizations/the-uks-brexit-options-in-the-eurozone-landscape-visualized/

Top URLs in Tweet in G10:
[1] https://pudding.cool/projects/vocabulary/
[1] https://pudding.cool/2018/12/countries/

Top Domains
Top Domains in Tweet in Entire Graph:
[36] twitter.com
[16] datasciencecentral.com
[15] youtube.com
[15] visual-literacy.org
[11] pudding.cool
[9] washingtonpost.com
[5] reddit.com
[5] instagram.com
[4] theguardian.com
[4] snd.org

Top Domains in Tweet in G1:
[13] twitter.com
[9] washingtonpost.com
[5] reddit.com
[4] snd.org
[4] instagram.com
[4] theguardian.com
[4] natgeo.com
[3] malofiejgraphics.com
[3] facebook.com
[3] hasselfallas.com

Top Domains in Tweet in G2:
[2] github.com
[2] ac.at
[1] newslifespan.com

Top Domains in Tweet in G3:
[1] netlify.com
[1] youtube.com

Top Domains in Tweet in G4:
[19] twitter.com
[16] datasciencecentral.com
[15] visual-literacy.org
[1] tr3dent.com
[1] infogram.com
[1] henrykotula.com

Top Domains in Tweet in G5:
[14] youtube.com
[4] medium.com
[3] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[1] twitter.com
[1] wapo.st

Top Domains in Tweet in G7:
[1] ieeevis.org

Top Domains in Tweet in G8:
[4] pudding.cool
[1] blogspot.com
[1] nofilmschool.com
[1] twitter.com
[1] instagram.com

Top Domains in Tweet in G9:
[1] informationisbeautiful.net

Top Domains in Tweet in G10:
[2] pudding.cool

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[69] dataviz
[47] infovis
[32] dsba5122
[27] ieeevis
[19] visualanalytics
[19] siggraph
[19] bigdata
[17] ieeecga
[17] datascience
[16] odsc18



Top Hashtags in Tweet in G1:
[12] dataviz
[7] datavisualization
[6] d3js
[5] infographics
[4] sndchicago
[4] malofiej27
[3] map
[3] ddj
[2] illustration
[2] datavizscrapbook

Top Hashtags in Tweet in G2:
[5] infovis
[3] dataviz
[2] rstats
[2] rshiny
[1] visualization
[1] repeattweet
[1] dsba5122

Top Hashtags in Tweet in G3:
[29] dsba5122
[1] infovis
[1] visualanalytics
[1] rstats
[1] dataviz
[1] ggplot2
[1] shiny
[1] odsc18

Top Hashtags in Tweet in G4:
[24] dataviz
[17] datascience
[17] bigdata
[16] abdsc
[10] infovis
[4] datastorytelling
[3] visualanalytics
[3] bi
[2] datavisualization
[1] rstats

Top Hashtags in Tweet in G5:
[15] odsc18
[7] dataviz
[4] infoviz
[3] learning
[3] insights
[3] infovis
[2] timeline
[2] leadership
[2] bigdata
[2] softdev

Top Hashtags in Tweet in G6:
[1] locationispersonal

Top Hashtags in Tweet in G7:
[8] ieeevis

Top Hashtags in Tweet in G8:
[7] infoviz
[3] dataviz
[2] infovis
[2] informationvisualization
[2] hiphop
[2] rap
[2] music
[2] poetry
[2] lyrics
[1] 雷様剣士ダイジ

Top Hashtags in Tweet in G9:
[1] datavisualization
[1] tsne
[1] dataviz

Top Hashtags in Tweet in G10:
[1] dataviz
[1] datajournalism
[1] infoviz

Top Words
Top Words in Tweet in Entire Graph:
[219] Words in Sentiment List#1: Positive
[52] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6667] Non-categorized Words
[6938] Total Words
[97] course
[70] dataviz
[62] visualization
[55] infovis
[49] 2019

Top Words in Tweet in G1:
[16] s
[13] dataviz
[13] new
[12] digital
[11] here
[11] map
[10] world
[10] out
[10] looking
[10] graphics

Top Words in Tweet in G2:
[33] visualization
[31] dataandme
[31] news
[30] incredible
[30] work
[30] schemadesign
[30] axios
[30] albertocairo
[30] googletrends
[30] lifespan

Top Words in Tweet in G3:
[87] course
[29] very
[29] excited
[29] share
[29] materials
[29] spring
[29] 2019
[29] unccdsba
[29] dsba5122
[29] visual

Top Words in Tweet in G4:
[28] kirkdborne
[24] dataviz
[17] datascience
[17] bigdata
[16] abdsc
[16] visualization
[15] periodic
[15] table
[15] methods
[10] infovis

Top Words in Tweet in G5:
[15] odsc18
[14] video
[14] charting
[14] collections
[14] connections
[14] social
[14] media
[14] marc
[14] smith
[14] west

Top Words in Tweet in G6:
[2] new

Top Words in Tweet in G7:
[17] short
[17] papers
[16] vis
[15] ieeevis
[9] 2019
[8] call
[8] ieee
[8] now
[8] live
[8] year

Top Words in Tweet in G8:
[7] infoviz
[5] lyrics
[4] words
[3] rappers
[3] ranked
[3] number
[3] unique
[3] used
[3] dataviz
[2] infovis

Top Words in Tweet in G9:
[4] infobeautiful
[3] pleasing
[2] hadn
[2] t
[2] seen
[2] infovis
[2] various
[2] brexit
[2] options
[2] same

Top Words in Tweet in G10:
[2] first

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] incredible,visualization
[32] visualization,work
[32] work,schemadesign
[32] schemadesign,axios
[32] axios,albertocairo
[32] albertocairo,googletrends
[32] googletrends,lifespan
[32] lifespan,news
[32] news,stories
[32] very,excited

Top Word Pairs in Tweet in G1:
[6] south,china
[6] china,morning
[6] morning,post
[6] join,digital
[4] polar,vortex
[4] check,out
[4] postgraphics,team
[4] post,looking
[4] looking,well
[4] well,rounded

Top Word Pairs in Tweet in G2:
[30] incredible,visualization
[30] visualization,work
[30] work,schemadesign
[30] schemadesign,axios
[30] axios,albertocairo
[30] albertocairo,googletrends
[30] googletrends,lifespan
[30] lifespan,news
[30] news,stories
[29] dataandme,incredible

Top Word Pairs in Tweet in G3:
[29] very,excited
[29] excited,share
[29] share,course
[29] course,materials
[29] materials,spring
[29] spring,2019
[29] 2019,unccdsba
[29] unccdsba,dsba5122
[29] dsba5122,course
[29] course,visual

Top Word Pairs in Tweet in G4:
[15] periodic,table
[15] table,dataviz
[15] dataviz,methods
[15] methods,abdsc
[15] abdsc,datascience
[15] datascience,bigdata
[14] kirkdborne,periodic
[9] 1,2
[8] dataviz,infovis
[8] check,out

Top Word Pairs in Tweet in G5:
[14] video,charting
[14] charting,collections
[14] collections,connections
[14] connections,social
[14] social,media
[14] media,marc
[14] marc,smith
[14] smith,odsc18
[14] odsc18,west
[8] smr_foundation,video

Top Word Pairs in Tweet in G7:
[17] short,papers
[8] call,ieee
[8] ieee,vis
[8] vis,2019
[8] 2019,short
[8] papers,now
[8] now,live
[8] live,ieeevis
[8] ieeevis,year
[8] year,short

Top Word Pairs in Tweet in G8:
[3] rappers,ranked
[3] ranked,number
[3] number,unique
[3] unique,words
[3] words,used
[3] used,lyrics
[2] informationvisualization,infoviz
[2] lyrics,infoviz
[2] infoviz,dataviz
[2] dataviz,hiphop

Top Word Pairs in Tweet in G9:
[2] hadn,t
[2] t,seen
[2] seen,infovis
[2] infovis,various
[2] various,brexit
[2] brexit,options
[2] options,infobeautiful
[2] infobeautiful,pleasing
[2] pleasing,same
[2] same,way

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dataandme
@albertocairo
@kirkdborne
@schemadesign
@axios
@googletrends
@unccdsba
@ryanwesslen
@smr_foundation
@postgraphics

Top Mentioned in G1:
@postgraphics
@scmpgraphics
@malofiej
@snd
@infovis_
@natgeomaps
@fedfragapane
@simongerman600
@hasselfallas
@la_lettura

Top Mentioned in G2:
@dataandme
@schemadesign
@axios
@albertocairo
@googletrends
@travisgerke
@grrrck
@wolfgangaigner
@ryanwesslen
@unccdsba

Top Mentioned in G3:
@unccdsba
@ryanwesslen
@dataandme
@schemadesign
@axios
@albertocairo
@googletrends
@smr_foundation

Top Mentioned in G4:
@kirkdborne
@krajasekhar845
@visualisingdata
@albertocairo
@edwardtufte
@ryanwesslen
@unccdsba

Top Mentioned in G5:
@smr_foundation
@marc_smith
@infovis_
@dataandme
@kirkdborne
@fmfrancoise
@chidambara09
@indigo777
@_artemisa_v

Top Mentioned in G6:
@mapbox
@amyleew
@lobenichou
@zoeannmurphy
@chriscmooney
@madisonlynwalls
@reemakkad
@anngerhart
@timmeko
@mg_callahan

Top Mentioned in G7:
@ieeevis

Top Mentioned in G9:
@infobeautiful
@adrianhon

Top Mentioned in G10:
@nytimes
@codenberg
@puddingviz

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@chidambara09
@business
@nytimes
@machinelearnflx
@corriere
@mjoehlerich
@scmpnews
@ham_gretsky
@franzrusso

Top Tweeters in G1:
@business
@corriere
@scmpnews
@bw
@nasa
@natgeo
@ccdmx
@la_lettura
@illustraciencia
@vizwizbi

Top Tweeters in G2:
@albertocairo
@axios
@dataandme
@christed930427
@eleonoremayola
@plablo09
@wondermixtape
@nickwan
@googletrends
@taoofcoffee

Top Tweeters in G3:
@fiorefloresc
@sorishapragyan
@yearrypanji
@pacoramon
@thomasp85
@dreznik
@kojimizu1028
@kearneymw
@aliawadh980
@dvaughan32

Top Tweeters in G4:
@arkangelscrap
@machinelearnflx
@ham_gretsky
@web_pixelportal
@urfagundem
@wolfgin
@kirkdborne
@visualisingdata
@mlittlec
@alreversesweep

Top Tweeters in G5:
@chidambara09
@mjoehlerich
@franzrusso
@fmfrancoise
@aldo_zaffalon
@umbrios
@lucarallo
@rstatstweet
@marc_smith
@_artemisa_v

Top Tweeters in G6:
@chriscmooney
@mapbox
@anngerhart
@amyleew
@lobenichou
@timmeko
@trishwbelli
@madisonlynwalls
@tierneyl
@reemakkad

Top Tweeters in G7:
@tillnm
@sjengle
@young_gareth
@ieeevis
@avilanova01
@angusforbes
@petra_kuhnert
@pascuccivalerio

Top Tweeters in G8:
@casecrit
@martin_backes
@gouldolf
@gbrl_barcenas
@aconica
@ksunnyside
@perilouspaper
@acadmanmest

Top Tweeters in G9:
@adrianhon
@frans_geurts
@infobeautiful
@love_art_learn
@violabernacchi

Top Tweeters in G10:
@nytimes
@mupertbcn
@puddingviz
@codenberg