infoviz OR infovis, Twitter, 4/12/2019 1:21:02 PM, 193510


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infoviz OR infovis_2019-04-12_06-18-52.xlsx
infoviz OR infovis_2019-04-12_06-18-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 12, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2KyuCJq
@infovis_
@kirkdborne
@dataandme
@fcomunav
@will_s_t
@emilliganmaps
@mpromann
@chart_guide
@perfectegrafiek
@pwang

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

Description:
Description
The graph represents a network of 162 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, 12 April 2019 at 13:18 UTC.

The requested start date was Friday, 12 April 2019 at 00:01 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, 13-hour, 19-minute period from Friday, 29 March 2019 at 08:58 UTC to Thursday, 11 April 2019 at 22:18 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 : 162
Unique Edges : 190
Edges With Duplicates : 79
Total Edges : 269
Number of Edge Types : 3
Tweet : 71
Replies to : 9
Mentions : 189
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.028735632183908
Reciprocated Edge Ratio : 0.0558659217877095
Connected Components : 29
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 103
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.893293
Graph Density : 0.00686297063108657
Modularity : 0.614274
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] http://chart.guide/poster/yourknowledgeisasgoodasyourabilitytoshareit16102305060813072305chart-guide-mini-poster-download/
[16] https://www.statswithmatt.com/post/ggplot2-meets-w-e-b-du-bois/
[5] https://www.theguardian.com/us-news/datablog/2017/apr/04/equal-pay-day-us-wage-gap-gender-race-ethnicity
[4] http://skyscraperpage.com/
[2] https://www.reddit.com/comments/bamkby
[2] https://www.washingtonpost.com/graphics/2019/national/bears-ears/
[2] https://twitter.com/margot_carto/status/1115281820516589569
[2] https://www.washingtonpost.com/graphics/entertainment/game-of-thrones/?utm_term=.a1974d3c7ff6
[2] https://www.axios.com/the-oldest-and-youngest-jobs-in-the-us-millennials-d9738704-4c84-4208-8f15-8d997db170ac.html
[2] https://www.scmp.com/news/hong-kong/article/3004601/post-wins-eight-medals-prestigious-international-infographics-awards

Top URLs in Tweet in G1:
[2] https://trib.al/rmUwSgQ
[2] https://trib.al/sQE1Nc4
[2] https://trib.al/H10Jvnd
[2] https://trib.al/UOBztTo
[2] https://www.scmp.com/news/hong-kong/article/3004601/post-wins-eight-medals-prestigious-international-infographics-awards
[2] https://www.axios.com/the-oldest-and-youngest-jobs-in-the-us-millennials-d9738704-4c84-4208-8f15-8d997db170ac.html
[2] https://www.washingtonpost.com/graphics/entertainment/game-of-thrones/?utm_term=.a1974d3c7ff6
[2] https://twitter.com/margot_carto/status/1115281820516589569
[2] https://www.washingtonpost.com/graphics/2019/national/bears-ears/
[2] https://www.reddit.com/comments/bamkby

Top URLs in Tweet in G2:
[16] http://chart.guide/poster/yourknowledgeisasgoodasyourabilitytoshareit16102305060813072305chart-guide-mini-poster-download/
[4] http://skyscraperpage.com/
[2] http://chart.guide/
[2] https://www.datasciencecentral.com/profiles/blogs/play-your-charts-right-a-data-visualization-project
[1] https://www.visualcapitalist.com/wp-content/uploads/2017/12/megatall-full.html
[1] https://www.visualcapitalist.com/
[1] https://www.datavizualization.datasciencecentral.com/blog/7-visualizations-you-should-learn-in-r
[1] https://www.mdpi.com/journal/informatics/special_issues/Progressive_Visual_Analytics#published

Top URLs in Tweet in G3:
[16] https://www.statswithmatt.com/post/ggplot2-meets-w-e-b-du-bois/
[5] https://www.theguardian.com/us-news/datablog/2017/apr/04/equal-pay-day-us-wage-gap-gender-race-ethnicity
[2] https://www.loc.gov/pictures/search/?st=grid&co=anedub

Top URLs in Tweet in G4:
[1] https://twitter.com/ieeevis/status/1116073399342776325

Top URLs in Tweet in G5:
[1] https://twitter.com/devonzuegel/status/1111758924472963073

Top URLs in Tweet in G6:
[2] http://basethreestudio.com/
[1] https://twitter.com/weird_hist/status/1111638922029948929
[1] https://www.linkedin.com/slink?code=gdNxU2U
[1] https://www.goinvo.com/vision/healthcare-dollars/
[1] https://www.pinterest.com/pin/63894888452105749/
[1] https://www.pinterest.com/pin/63894888452105686/
[1] https://www.forbes.com/sites/carminegallo/2014/09/25/new-survey-70-percent-say-presentation-skills-critical-for-career-success/#46e26ee78890?platform=hootsuite
[1] https://twitter.com/gvucenter/status/1116422462424735744

Top URLs in Tweet in G7:
[1] https://twitter.com/3DataCloud/status/1115651624108793856

Top URLs in Tweet in G8:
[1] https://github.com/riksantikvarieambetet/Generous-Interface-Fashion/wiki

Top URLs in Tweet in G9:
[2] https://twitter.com/denisparra/status/1111553225080127488
[1] https://ceyzaguirre4.github.io/GridMap/
[1] https://puc-infovis.github.io/

Top URLs in Tweet in G10:
[1] https://twitter.com/nigelhawtin/status/1111698186903670785

Top Domains
Top Domains in Tweet in Entire Graph:
[18] chart.guide
[16] statswithmatt.com
[13] twitter.com
[8] trib.al
[5] theguardian.com
[4] washingtonpost.com
[4] bloom.bg
[4] skyscraperpage.com
[3] natgeo.com
[3] datasciencecentral.com

Top Domains in Tweet in G1:
[8] trib.al
[4] washingtonpost.com
[4] bloom.bg
[3] twitter.com
[3] natgeo.com
[2] scmp.com
[2] axios.com
[2] reddit.com
[2] blogspot.com
[1] medium.com

Top Domains in Tweet in G2:
[18] chart.guide
[4] skyscraperpage.com
[3] datasciencecentral.com
[2] visualcapitalist.com
[1] mdpi.com

Top Domains in Tweet in G3:
[16] statswithmatt.com
[5] theguardian.com
[2] loc.gov

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] pinterest.com
[2] basethreestudio.com
[1] linkedin.com
[1] goinvo.com
[1] forbes.com

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

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

Top Domains in Tweet in G9:
[2] github.io
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[56] dataviz
[41] infovis
[26] ieeevis
[24] visualanalytics
[20] siggraph
[17] rstats
[16] chartguide
[15] ieeecga
[14] infoviz
[13] albers_lucy



Top Hashtags in Tweet in G1:
[8] dataviz
[6] malofiej27
[2] niunamenos
[2] metoomentum
[2] ironviz
[2] seattle
[2] marketing
[2] africa
[2] datavisualization
[2] infographics

Top Hashtags in Tweet in G2:
[16] chartguide
[9] visualanalytics
[7] infovis
[6] datastorytelling
[6] bigdata
[6] datascience
[6] dataviz
[5] dataliteracy
[3] abdsc
[3] bi

Top Hashtags in Tweet in G3:
[21] dataviz
[16] rstats
[5] equalpayday
[3] infovis

Top Hashtags in Tweet in G4:
[1] infovis
[1] phd
[1] students
[1] ieeevis

Top Hashtags in Tweet in G6:
[4] infoviz
[3] health
[2] design
[2] infovis
[2] basethree
[2] presentations
[1] brexit
[1] ieeevis
[1] healthcare
[1] digitalhealth

Top Hashtags in Tweet in G8:
[3] musetech18
[1] infovis

Top Hashtags in Tweet in G9:
[3] infovis

Top Hashtags in Tweet in G10:
[2] malofiej27
[2] dataviz
[2] ddj
[2] infoviz

Top Words
Top Words in Tweet in Entire Graph:
[132] Words in Sentiment List#1: Positive
[43] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[4276] Non-categorized Words
[4451] Total Words
[56] #dataviz
[41] #infovis
[33] chart
[26] #ieeevis
[24] #visualanalytics

Top Words in Tweet in G1:
[12] s
[8] bbgvisualdata
[8] #dataviz
[7] social
[7] brexit
[7] show
[6] malofiej
[6] #malofiej27
[6] u
[6] people

Top Words in Tweet in G2:
[28] chart
[19] kirkdborne
[16] #chartguide
[16] 3
[16] 5
[13] chooser
[13] designer
[13] poster
[13] version
[13] now

Top Words in Tweet in G3:
[21] #dataviz
[18] dataandme
[18] bois
[16] ace
[16] historical
[16] re
[16] ggplot2
[16] meets
[16] w
[16] e

Top Words in Tweet in G5:
[3] infoviz
[2] amuellerml
[2] clauswilke
[2] jakevdp
[2] unsolved
[2] general
[2] problem
[2] invented
[2] datashader

Top Words in Tweet in G6:
[6] new
[6] coach
[4] #infoviz
[4] slides
[3] infovis
[3] exciting
[3] #health
[3] brand
[3] original
[2] first

Top Words in Tweet in G7:
[6] data
[5] surprising
[5] aspect
[5] xr
[5] infoviz
[5] discovered
[5] mozilla
[5] scientists
[5] immersive
[5] displays

Top Words in Tweet in G8:
[3] generous
[3] interface
[3] evaluation
[3] prototype
[3] awesome
[3] work
[3] albinpclarsson
[3] aronambrosiani
[3] presented
[2] johanoomen

Top Words in Tweet in G9:
[4] final
[3] denisparra
[3] here
[3] blog
[3] post
[3] student
[3] project
[3] last
[3] #infovis
[3] class

Top Words in Tweet in G10:
[2] folha
[2] 3
[2] medalhas
[2] globoesportecom
[2] 2
[2] e
[2] nexojornal
[2] 1
[2] entre
[2] os

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] #dataviz,#infovis
[16] 3,5
[16] ace,historical
[16] historical,re
[16] ggplot2,meets
[16] meets,w
[16] w,e
[16] e,b
[16] b,bois
[16] bois,statswithmatt

Top Word Pairs in Tweet in G1:
[4] best,show
[4] u,k
[4] vote,parliament
[4] leerla,verla
[3] air,pollution
[2] first,phylogenetic
[2] phylogenetic,tree
[2] tree,viz
[2] viz,19th
[2] 19th,century

Top Word Pairs in Tweet in G2:
[16] 3,5
[13] chart,chooser
[13] chooser,chart
[13] chart,designer
[13] designer,poster
[13] #chartguide,version
[13] version,3
[13] 5,now
[13] now,available
[13] kirkdborne,chart

Top Word Pairs in Tweet in G3:
[16] ace,historical
[16] historical,re
[16] ggplot2,meets
[16] meets,w
[16] w,e
[16] e,b
[16] b,bois
[16] bois,statswithmatt
[16] statswithmatt,#rstats
[16] #rstats,#dataviz

Top Word Pairs in Tweet in G5:
[2] amuellerml,clauswilke
[2] clauswilke,jakevdp
[2] jakevdp,unsolved
[2] unsolved,general
[2] general,problem
[2] problem,infoviz
[2] infoviz,invented
[2] invented,datashader

Top Word Pairs in Tweet in G6:
[3] brand,new
[3] new,coach
[2] new,#infoviz
[2] #infoviz,goinvo
[2] coach,wristlet
[2] original,packaging
[2] coach,bags
[2] mini,backpack
[2] keep,eye
[2] eye,website

Top Word Pairs in Tweet in G7:
[5] surprising,aspect
[5] aspect,xr
[5] xr,infoviz
[5] infoviz,discovered
[5] discovered,mozilla
[5] mozilla,data
[5] data,scientists
[5] scientists,immersive
[5] immersive,displays
[4] trevorfsmith,surprising

Top Word Pairs in Tweet in G8:
[3] generous,interface
[3] interface,evaluation
[3] evaluation,prototype
[3] prototype,awesome
[3] awesome,work
[3] work,albinpclarsson
[3] albinpclarsson,aronambrosiani
[3] aronambrosiani,presented
[2] johanoomen,generous
[2] presented,#musetech18â

Top Word Pairs in Tweet in G9:
[3] here,blog
[3] blog,post
[3] post,final
[3] final,student
[3] student,project
[3] project,last
[3] last,#infovis
[3] #infovis,class
[3] class,interactive
[3] interactive,visualization

Top Word Pairs in Tweet in G10:
[2] folha,3
[2] 3,medalhas
[2] medalhas,globoesportecom
[2] globoesportecom,2
[2] 2,e
[2] e,nexojornal
[2] nexojornal,1
[2] 1,entre
[2] entre,os
[2] os,vencedores

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@dataandme
@bbgvisualdata
@malofiej
@monachalabi
@trevorfsmith
@informaticsmdpi
@natgeomaps

Top Mentioned in G1:
@bbgvisualdata
@malofiej
@natgeomaps
@dwtkns
@nytimes
@brexit
@diariodenavarra
@alucaslopez
@hasselfallas
@adolfux

Top Mentioned in G2:
@kirkdborne
@informaticsmdpi
@perfectegrafiek
@chart_guide
@geckoboard
@dansar39
@perfecte
@visualcap

Top Mentioned in G3:
@dataandme
@monachalabi

Top Mentioned in G4:
@yingjiechen
@czyqian
@purdueixdt
@drpaulparsons
@nancypurdue
@graydesign
@baigelenovali

Top Mentioned in G5:
@clauswilke
@jakevdp
@datashader
@pwang
@amuellerml
@devonzuegel

Top Mentioned in G6:
@goinvo
@basethreestudio

Top Mentioned in G7:
@trevorfsmith

Top Mentioned in G8:
@albinpclarsson
@aronambrosiani
@johanoomen

Top Mentioned in G9:
@denisparra
@dccuc
@carolamunozg

Top Mentioned in G10:
@folha
@globoesportecom
@nexojornal
@iloaguiar

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@folha
@lesechos
@nytimes
@globoesportecom
@machinelearn_d
@scmpnews
@diariodenavarra
@theeconomist
@kirkdborne

Top Tweeters in G1:
@lesechos
@nytimes
@scmpnews
@diariodenavarra
@la_lettura
@brexit
@natgeomag
@chiquiesteban
@dbeekman
@fcomunav

Top Tweeters in G2:
@chidambara09
@machinelearn_d
@kirkdborne
@malaikaamina
@dansar39
@webjframework
@geckoboard
@itsin_mustreads
@visualcap
@realsaintsteven

Top Tweeters in G3:
@rstatstweet
@dataandme
@josharhoads
@zentree
@taniki
@ruffreader
@rstats4ds
@twssecn
@monachalabi
@laluito

Top Tweeters in G4:
@cgt_purdue
@mpromann
@graydesign
@nancypurdue
@baigelenovali
@drpaulparsons
@purdueixdt
@yingjiechen
@czyqian

Top Tweeters in G5:
@pwang
@clauswilke
@devonzuegel
@amuellerml
@jakevdp
@pwangbot_tech
@datashader

Top Tweeters in G6:
@fcollective
@biou
@goinvo
@jonathanhook
@mzpritee
@johntstasko
@basethreestudio

Top Tweeters in G7:
@tipatat
@trevorfsmith
@samueltates
@hololeo
@haelannunn

Top Tweeters in G8:
@mia_out
@aronambrosiani
@albinpclarsson
@mcnatch
@johanoomen

Top Tweeters in G9:
@githubit
@carolamunozg
@denisparra
@jbkunst
@dccuc

Top Tweeters in G10:
@folha
@globoesportecom
@carolineribeiro
@iloaguiar
@nexojornal


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