infoviz OR infovis, Twitter, 1/25/2019 11:59:36 AM, 183152


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infoviz OR infovis_2019-01-25_03-52-11.xlsx
infoviz OR infovis_2019-01-25_03-52-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2DzZUdH
@infovis_
@dataandme
@fmfrancoise
@chidambara09
@kirkdborne
@smr_foundation
@_artemisa_v
@marc_smith
@mouvocz
@videoconsortium

Top hashtags:
#infovis
#dataviz
#rstats
#rshiny
#odsc18
#siggraph
#ieeevis

Description:
Description
The graph represents a network of 195 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, 25 January 2019 at 11:52 UTC.

The requested start date was Friday, 25 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, 16-hour, 0-minute period from Friday, 11 January 2019 at 01:09 UTC to Thursday, 24 January 2019 at 17:09 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 : 195
Unique Edges : 291
Edges With Duplicates : 115
Total Edges : 406
Number of Edge Types : 3
Tweet : 65
Mentions : 330
Replies to : 11
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.0422535211267606
Reciprocated Edge Ratio : 0.0810810810810811
Connected Components : 23
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 151
Maximum Edges in a Connected Component : 346
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.377578
Graph Density : 0.00782447792757071
Modularity : 0.559931
NodeXL Version : 1.0.1.408

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

[4] https://pudding.cool/projects/vocabulary/
[4] https://pudding.cool/projects/vocabulary/index.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181545
[2] https://www.meetup.com/nl-NL/Belgian-Dataviz-Meetup/events/257343708/
[2] https://twitter.com/JSaturno/status/1085990646505226240
[2] https://twitter.com/malofiej/status/1087666663791755265
[2] https://www.washingtonpost.com/graphics/2017/national/california-wildfires-comparison/
[2] http://www.malofiejgraphics.com/m27awards/

Top URLs in Tweet in G1:
[2] https://www.meetup.com/nl-NL/Belgian-Dataviz-Meetup/events/257343708/
[2] https://flowingdata.com/2019/01/15/goodbye-mid-range-shot/
[2] https://www.reddit.com/comments/7ynrtq
[2] https://jaimeserra-archivos.blogspot.com/2019/01/0-0-1-19-107.html
[2] https://www.axios.com/developing-world-colombia-turkey-refugee-crisis-immigration-258041a5-bcca-4a18-81a8-0333b290ab33.html
[2] http://hasselfallas.com/2018/10/30/periodismo-de-investigacion-mas-vivo-y-necesario-que-nunca-en-latinoamerica/
[2] https://twitter.com/nicobilodeau/status/1084981425881997317
[2] http://madic.cua.uam.mx/informacion-aspirantes
[2] https://www.reddit.com/r/MapPorn/comments/ag8qc4/bear_location_map_north_america/
[2] http://www.malofiejgraphics.com/summit/

Top URLs in Tweet in G2:
[31] https://github.com/GerkeLab/ShinyDAG
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181545
[3] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[2] http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/PDF-Files/02_perception-visualization_1up.pdf
[1] https://cran.r-project.org/web/packages/RIdeogram/vignettes/RIdeogram.html

Top URLs in Tweet in G3:
[19] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[1] https://www.nodexlgraphgallery.org/Pages/Registration.aspx
[1] http://nodexlgraphgallery.org/Pages/Registration.aspx

Top URLs in Tweet in G4:
[2] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r

Top URLs in Tweet in G5:
[2] https://pudding.cool/projects/vocabulary/
[1] https://link.medium.com/qL6ZfC4eoT
[1] https://twitter.com/halfeatenscone/status/1084855992154640388
[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

Top URLs in Tweet in G6:
[1] https://mouvo.cz/tickets-info/

Top URLs in Tweet in G8:
[1] https://youtu.be/ovzoNbUkg6k

Top URLs in Tweet in G9:
[1] https://www.washingtonpost.com/graphics/2019/business/contractors-shutdown/

Top URLs in Tweet in G10:
[4] https://pudding.cool/projects/vocabulary/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[31] github.com
[23] youtube.com
[12] twitter.com
[12] pudding.cool
[5] nodexlgraphgallery.org
[5] malofiejgraphics.com
[4] washingtonpost.com
[4] reddit.com
[4] uam.mx
[3] youtu.be

Top Domains in Tweet in G1:
[10] twitter.com
[5] malofiejgraphics.com
[4] reddit.com
[4] uam.mx
[3] washingtonpost.com
[2] meetup.com
[2] flowingdata.com
[2] blogspot.com
[2] axios.com
[2] hasselfallas.com

Top Domains in Tweet in G2:
[31] github.com
[3] nodexlgraphgallery.org
[3] youtube.com
[2] ac.at
[1] r-project.org

Top Domains in Tweet in G3:
[19] youtube.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[2] datasciencecentral.com

Top Domains in Tweet in G5:
[4] pudding.cool
[1] medium.com
[1] twitter.com
[1] blogspot.com

Top Domains in Tweet in G6:
[1] mouvo.cz

Top Domains in Tweet in G8:
[1] youtu.be

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] infovis
[40] dataviz
[35] rstats
[31] rshiny
[22] odsc18
[22] siggraph
[21] ieeevis
[20] visualanalytics
[18] ieeecga
[15] datastorytelling



Top Hashtags in Tweet in G1:
[5] malofiej27
[4] dataviz
[4] ddj
[4] madic
[3] orgullouam
[3] interdisciplina
[2] datavizbe
[2] 45añosconcineteca
[2] undíacomohoy
[2] postreports

Top Hashtags in Tweet in G2:
[36] infovis
[33] rstats
[31] rshiny
[5] dataviz
[3] odsc18
[2] visualization
[1] datastorytelling
[1] visualanalytics
[1] ieeevis
[1] datavisualization

Top Hashtags in Tweet in G3:
[19] odsc18
[4] sna
[4] smm
[4] socialmedia
[3] infovis
[3] dataviz
[2] thinklink
[2] nodexl
[2] network
[1] bigdata

Top Hashtags in Tweet in G4:
[14] datastorytelling
[2] abdsc
[2] rstats
[2] bigdata
[2] visualanalytics
[2] bi
[2] datascience
[2] dataviz
[2] infovis
[2] dataliteracy

Top Hashtags in Tweet in G5:
[8] infoviz
[3] dataviz
[2] informationvisualization
[2] hiphop
[2] rap
[2] music
[2] poetry
[2] lyrics
[1] visualization
[1] insights

Top Hashtags in Tweet in G6:
[1] mouvo

Top Hashtags in Tweet in G7:
[3] uclab
[3] infovis
[3] digital
[3] art
[1] digitalmuseum
[1] digitalmusem

Top Hashtags in Tweet in G10:
[4] infovis

Top Words
Top Words in Tweet in Entire Graph:
[102] Words in Sentiment List#1: Positive
[29] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[4877] Non-categorized Words
[5012] Total Words
[85] infovis
[41] dataviz
[36] dataandme
[35] rstats
[34] making

Top Words in Tweet in G1:
[13] here
[12] malofiej
[10] 2019
[10] madic
[9] world
[8] s
[8] antoniofarach
[8] infovis_
[8] postgraphics
[7] up

Top Words in Tweet in G2:
[39] infovis
[36] dataandme
[33] rstats
[31] shiny
[31] app
[31] making
[31] dags
[31] shinydag
[31] travisgerke
[31] grrrck

Top Words in Tweet in G3:
[23] social
[23] media
[19] smr_foundation
[19] video
[19] charting
[19] collections
[19] connections
[19] marc
[19] smith
[19] odsc18

Top Words in Tweet in G4:
[14] chart
[14] suggestions
[14] thought
[14] starter
[14] datastorytelling
[14] link
[14] r
[14] code
[14] different
[12] kirkdborne

Top Words in Tweet in G5:
[10] infoviz
[5] d
[5] lyrics
[4] words
[3] dataviz
[3] making
[3] music
[3] rappers
[3] ranked
[3] number

Top Words in Tweet in G7:
[6] florian
[6] infovis
[6] vom
[4] jiutha
[3] eva
[3] mayr
[3] windhagen
[3] uni
[3] krems
[3] stellen

Top Words in Tweet in G8:
[2] watch

Top Words in Tweet in G10:
[4] pretty
[4] cool
[4] rappers
[4] sorted
[4] size
[4] vocabulary
[4] infovis
[3] johanoomen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] shiny,app
[31] app,making
[31] making,dags
[31] dags,shinydag
[31] shinydag,travisgerke
[31] travisgerke,grrrck
[31] grrrck,rstats
[31] rstats,rshiny
[31] rshiny,infovis
[30] dataandme,shiny

Top Word Pairs in Tweet in G1:
[5] malofiej,infovis_
[4] last,year
[4] bla,bla
[4] avery_books,penguinusa
[4] john_m_nelson,florageo
[3] rappers,sorted
[3] sorted,size
[3] size,vocabulary
[3] 5,years
[3] mayor,información

Top Word Pairs in Tweet in G2:
[31] shiny,app
[31] app,making
[31] making,dags
[31] dags,shinydag
[31] shinydag,travisgerke
[31] travisgerke,grrrck
[31] grrrck,rstats
[31] rstats,rshiny
[31] rshiny,infovis
[30] dataandme,shiny

Top Word Pairs in Tweet in G3:
[23] social,media
[19] video,charting
[19] charting,collections
[19] collections,connections
[19] connections,social
[19] media,marc
[19] marc,smith
[19] smith,odsc18
[19] odsc18,west
[13] networks,viewed

Top Word Pairs in Tweet in G4:
[14] chart,suggestions
[14] suggestions,thought
[14] thought,starter
[14] starter,datastorytelling
[14] datastorytelling,link
[14] link,r
[14] r,code
[14] code,different
[12] kirkdborne,chart
[12] different,visualization

Top Word Pairs in Tweet in G5:
[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 G7:
[3] eva,mayr
[3] mayr,florian
[3] florian,windhagen
[3] windhagen,uni
[3] uni,krems
[3] krems,stellen
[3] stellen,eine
[3] eine,studie
[3] studie,70
[3] 70,infovis

Top Word Pairs in Tweet in G10:
[4] pretty,cool
[4] cool,rappers
[4] rappers,sorted
[4] sorted,size
[4] size,vocabulary
[4] vocabulary,infovis
[3] johanoomen,pretty

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dataandme
@travisgerke
@grrrck
@smr_foundation
@kirkdborne
@infovis_
@marc_smith
@malofiej
@tierneyl
@postgraphics

Top Mentioned in G1:
@malofiej
@infovis_
@antoniofarach
@postgraphics
@avery_books
@penguinusa
@john_m_nelson
@florageo
@snd
@tierneyl

Top Mentioned in G2:
@dataandme
@travisgerke
@grrrck
@kirkdborne
@infovis_
@_artemisa_v
@wolfgangaigner
@fmfrancoise
@smr_foundation
@alex_j_bowers

Top Mentioned in G3:
@smr_foundation
@marc_smith
@nodexl

Top Mentioned in G4:
@kirkdborne

Top Mentioned in G6:
@ashthorp
@memoakten
@iantdr
@kurz_gesagt
@illotv
@imnidiadias
@fedfragapane

Top Mentioned in G7:
@jiutha
@fhpotsdam
@fluxguide

Top Mentioned in G8:
@fg_baptista
@hansweise
@monicaserrano_
@daisychungart

Top Mentioned in G9:
@tmellnik
@post_ag
@datakater
@tierneyl

Top Mentioned in G10:
@johanoomen

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@chidambara09
@db_bahn
@nytimes
@lanacion
@washingtonpost
@wsj
@mjoehlerich
@machinelearn_d
@franzrusso

Top Tweeters in G1:
@lanacion
@washingtonpost
@wsj
@shabiba
@albertocairo
@unam_mx
@natgeo
@cinetecamexico
@timesofoman
@mikebrondbjerg

Top Tweeters in G2:
@chidambara09
@fmfrancoise
@mdsumner
@keith_not_kevin
@dataandme
@fmuaddib
@pwgtennant
@fiorefloresc
@pacoramon
@kylehamilton

Top Tweeters in G3:
@mjoehlerich
@franzrusso
@lucarallo
@apollineadiju
@cybergeak
@prosper_kenn
@intime_blog
@xd17ma
@yearrypanji
@marc_smith

Top Tweeters in G4:
@kirkdborne
@pacehrb
@mohammed_kaabar
@izavits
@ujwaltickoo
@essamfakharany
@dig_revolution
@miguelpuebla
@gautham_rdy
@sapbwbi

Top Tweeters in G5:
@meteotrix
@casecrit
@martin_backes
@indigo777
@corsent
@colmr
@gouldolf
@aconica
@faustlabs
@acadmanmest

Top Tweeters in G6:
@ashthorp
@iantdr
@kurz_gesagt
@imnidiadias
@illotv
@mouvocz
@memoakten

Top Tweeters in G7:
@jiutha
@museumundmehr
@fhpotsdam
@digitalvienna
@austrianflow
@anneluthera
@fluxguide

Top Tweeters in G8:
@daisychungart
@monicaserrano_
@fg_baptista
@videoconsortium
@hansweise

Top Tweeters in G9:
@datakater
@post_ag
@tmellnik
@reubenfb

Top Tweeters in G10:
@costisd
@hhockx
@johanoomen
@liviu_pop


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