infoviz OR infovis, Twitter, 4/19/2019 1:21:03 PM, 194286


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infoviz OR infovis_2019-04-19_06-18-51.xlsx
infoviz OR infovis_2019-04-19_06-18-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2Va2Rv2
@infovis_
@weblyzard
@mpromann
@emilliganmaps
@kirkdborne
@karinslegers
@trevorfsmith
@soni_sandeep
@pwang
@johntstasko

Top hashtags:
#dataviz
#infovis
#ieeevis
#ieeecga
#siggraph
#visualanalytics
#eu
#color

Description:
Description
The graph represents a network of 129 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, 19 April 2019 at 13:18 UTC.

The requested start date was Friday, 19 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, 21-hour, 0-minute period from Friday, 05 April 2019 at 01:31 UTC to Thursday, 18 April 2019 at 22:31 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 : 129
Unique Edges : 137
Edges With Duplicates : 53
Total Edges : 190
Number of Edge Types : 3
Tweet : 60
Mentions : 124
Replies to : 6
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.00833333333333333
Reciprocated Edge Ratio : 0.0165289256198347
Connected Components : 28
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 37
Maximum Edges in a Connected Component : 79
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.78232
Graph Density : 0.00732800387596899
Modularity : 0.612791
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] http://skyscraperpage.com/
[4] https://www.statswithmatt.com/post/ggplot2-meets-w-e-b-du-bois/
[3] https://twitter.com/gvucenter/status/1116422462424735744
[2] http://www.geotests.net/couleurs/frequences_en.html#ce
[2] https://www.icwsm.org/2019/program/tutorial/#t4
[2] https://trib.al/UOBztTo
[2] https://trib.al/H10Jvnd
[2] https://trib.al/sQE1Nc4
[2] https://trib.al/rmUwSgQ
[2] https://www.reddit.com/comments/bamkby

Top URLs in Tweet in G1:
[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
[2] https://trib.al/rmUwSgQ
[2] https://trib.al/sQE1Nc4
[2] https://trib.al/H10Jvnd
[2] https://trib.al/UOBztTo

Top URLs in Tweet in G2:
[1] https://www.weblyzard.com/careers

Top URLs in Tweet in G3:
[1] https://twitter.com/Livingstone_S/status/1116680490252107776
[1] https://twitter.com/ieeevis/status/1116073399342776325

Top URLs in Tweet in G4:
[4] http://skyscraperpage.com/
[2] http://chart.guide/poster/yourknowledgeisasgoodasyourabilitytoshareit16102305060813072305chart-guide-mini-poster-download/
[1] https://www.visualcapitalist.com/wp-content/uploads/2017/12/megatall-full.html
[1] https://www.visualcapitalist.com/
[1] http://chart.guide/

Top URLs in Tweet in G5:
[2] http://basethreestudio.com/
[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.vividmaps.com/2016/10/canada-mapped-only-by-rivers-streams.html?fbclid=IwAR03zsN2jpDONdnhPcYJ9gRPJ3tz6281m4NspgGtTrMQIGdi0n0ukd_lBiA
[1] https://public.tableau.com/profile/marian.eerens#!/vizhome/WIP_76/TheColoursofTintin
[1] http://rpubs.com/QianGao/487788
[1] https://twitter.com/defilippovale/status/1118855334653845504
[1] https://www.instagram.com/p/BwSOTXdgZBG/?utm_source=ig_twitter_share&igshid=cc9808ivve51

Top URLs in Tweet in G6:
[1] https://twitter.com/Peeters_David/status/1118526263189213194

Top URLs in Tweet in G8:
[3] https://twitter.com/gvucenter/status/1116422462424735744

Top URLs in Tweet in G9:
[1] https://twitter.com/3DataCloud/status/1115651624108793856

Top URLs in Tweet in G10:
[1] http://www-users.mat.umk.pl/~joanka/zajecia/Wizualizacja_wynikow_badan.pdf?fbclid=IwAR2Krg4LwMBrZC1H_c5lhBfCPWjhMVHiszyYysoNZasMHm19oINWeYVzvOY
[1] https://infovis-wiki.net/wiki/Lie_Factor?fbclid=IwAR26CzctP-8dl6jxC1GtOFgt4UxK-koZkV7Gzgtjfq-ZE82ktlrvU9maNms

Top Domains
Top Domains in Tweet in Entire Graph:
[15] twitter.com
[8] trib.al
[4] washingtonpost.com
[4] skyscraperpage.com
[4] statswithmatt.com
[3] natgeo.com
[3] chart.guide
[2] geotests.net
[2] icwsm.org
[2] reddit.com

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

Top Domains in Tweet in G2:
[1] weblyzard.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G4:
[4] skyscraperpage.com
[3] chart.guide
[2] visualcapitalist.com

Top Domains in Tweet in G5:
[2] pinterest.com
[2] basethreestudio.com
[1] linkedin.com
[1] goinvo.com
[1] vividmaps.com
[1] tableau.com
[1] rpubs.com
[1] twitter.com
[1] instagram.com

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

Top Domains in Tweet in G8:
[3] twitter.com

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

Top Domains in Tweet in G10:
[1] umk.pl
[1] infovis-wiki.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] dataviz
[30] infovis
[19] ieeevis
[18] ieeecga
[17] siggraph
[16] visualanalytics
[14] eu
[13] color
[12] durhamcountylib
[9] albers_lucy



Top Hashtags in Tweet in G1:
[7] dataviz
[2] niunamenos
[2] metoomentum
[2] fontsunday
[2] helvetica
[2] ironviz
[2] seattle
[2] marketing
[2] africa
[2] datavisualization

Top Hashtags in Tweet in G2:
[14] eu
[1] horizon2020
[1] ffg
[1] google
[1] java
[1] python
[1] javascript
[1] textmining
[1] nlp
[1] ai

Top Hashtags in Tweet in G3:
[4] privacyliteracy
[3] dataliteracy
[3] visualliteracy
[2] infovis
[1] dataviz
[1] data
[1] visualization
[1] childprivacyonline
[1] phd
[1] students

Top Hashtags in Tweet in G4:
[2] infovis
[2] chartguide
[1] bigdata
[1] datascience
[1] dataviz
[1] visualanalytics
[1] datastorytelling
[1] dataliteracy

Top Hashtags in Tweet in G5:
[5] infoviz
[4] infovis
[3] health
[2] design
[2] basethree
[1] healthcare
[1] digitalhealth
[1] creativity
[1] presentations
[1] visualisation

Top Hashtags in Tweet in G6:
[6] hci
[1] ux
[1] gamedesign
[1] infovis

Top Hashtags in Tweet in G8:
[1] got
[1] winteriscoming

Top Words
Top Words in Tweet in Entire Graph:
[95] Words in Sentiment List#1: Positive
[29] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3152] Non-categorized Words
[3276] Total Words
[31] #dataviz
[30] #infovis
[27] weblyzard
[24] new
[24] media

Top Words in Tweet in G1:
[7] social
[7] #dataviz
[6] s
[5] viz
[5] world
[5] bbgvisualdata
[4] leerla
[4] verla
[4] home
[4] together

Top Words in Tweet in G2:
[27] weblyzard
[14] join
[14] team
[14] evolve
[14] state
[14] art
[14] web
[14] intelligence
[14] visual
[14] media

Top Words in Tweet in G3:
[4] #privacyliteracy
[3] livingstone_s
[3] forefront
[3] advancing
[3] #dataliteracy
[3] #visualliteracy
[3] next
[2] mpromann
[2] generation
[2] #infovis

Top Words in Tweet in G4:
[5] skyscrapers
[4] kirkdborne
[4] database
[4] contains
[4] nearly
[4] 100
[4] 000
[4] buildings
[4] around
[4] world

Top Words in Tweet in G5:
[6] coach
[5] new
[5] #infoviz
[4] #infovis
[3] #health
[3] brand
[3] original
[2] hospital
[2] care
[2] goinvo

Top Words in Tweet in G6:
[12] new
[6] reminder
[6] looking
[6] two
[6] colleagues
[6] media
[6] design
[6] programme
[6] few
[6] more

Top Words in Tweet in G7:
[2] amuellerml
[2] clauswilke
[2] jakevdp
[2] unsolved
[2] general
[2] problem
[2] infoviz
[2] invented
[2] datashader

Top Words in Tweet in G8:
[4] class
[3] project
[3] infovis
[2] great
[2] terrific
[2] student
[2] team
[2] grad

Top Words in Tweet in G9:
[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 G10:
[3] z

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] #dataviz,#infovis
[14] join,weblyzard
[14] weblyzard,team
[14] team,evolve
[14] evolve,state
[14] state,art
[14] art,web
[14] web,intelligence
[14] intelligence,visual
[14] visual,media

Top Word Pairs in Tweet in G1:
[4] leerla,verla
[3] air,pollution
[2] first,phylogenetic
[2] phylogenetic,tree
[2] tree,viz
[2] viz,19th
[2] 19th,century
[2] century,siberian
[2] siberian,social
[2] social,network

Top Word Pairs in Tweet in G2:
[14] join,weblyzard
[14] weblyzard,team
[14] team,evolve
[14] evolve,state
[14] state,art
[14] art,web
[14] web,intelligence
[14] intelligence,visual
[14] visual,media
[14] media,analytics

Top Word Pairs in Tweet in G3:
[3] livingstone_s,forefront
[3] forefront,advancing
[3] advancing,#dataliteracy
[3] #dataliteracy,#visualliteracy
[3] #visualliteracy,#privacyliteracy
[3] #privacyliteracy,next
[2] mpromann,livingstone_s
[2] next,generation

Top Word Pairs in Tweet in G4:
[4] database,contains
[4] contains,nearly
[4] nearly,100
[4] 100,000
[4] 000,skyscrapers
[4] skyscrapers,buildings
[4] buildings,around
[4] around,world
[4] world,last
[4] last,two

Top Word Pairs in Tweet in G5:
[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 G6:
[6] reminder,looking
[6] looking,two
[6] two,new
[6] new,colleagues
[6] colleagues,new
[6] new,media
[6] media,design
[6] design,programme
[6] programme,few
[6] few,more

Top Word Pairs in Tweet in G7:
[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 G8:
[3] infovis,class
[2] great,project
[2] project,terrific
[2] terrific,student
[2] student,team
[2] team,grad
[2] grad,infovis

Top Word Pairs in Tweet in G9:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@weblyzard
@karinslegers
@bbgvisualdata
@trevorfsmith
@kirkdborne
@natgeomaps
@dataandme
@mpromann
@livingstone_s
@johntstasko

Top Mentioned in G1:
@bbgvisualdata
@natgeomaps
@hasselfallas
@adolfux
@scmpnews
@malofiej
@ogrady99
@lesechos
@tan_shelly
@marketcafemag

Top Mentioned in G2:
@weblyzard

Top Mentioned in G3:
@mpromann
@livingstone_s
@yingjiechen
@czyqian
@purdueixdt
@drpaulparsons
@nancypurdue
@graydesign
@baigelenovali

Top Mentioned in G4:
@kirkdborne
@visualcap
@perfectegrafiek
@chart_guide

Top Mentioned in G5:
@goinvo
@basethreestudio

Top Mentioned in G6:
@karinslegers

Top Mentioned in G7:
@clauswilke
@jakevdp
@datashader
@pwang
@amuellerml

Top Mentioned in G8:
@johntstasko
@alethioguy
@fredhohman

Top Mentioned in G9:
@trevorfsmith

Top Mentioned in G10:
@lukasz_enpire
@premierrp

Top Tweeters
Top Tweeters in Entire Graph:
@lesechos
@digitalmaverick
@rpubsrecent
@scmpnews
@dazarbeygui
@kirkdborne
@psychemedia
@jeffbigham
@mia_out
@dataandme

Top Tweeters in G1:
@lesechos
@scmpnews
@dazarbeygui
@la_lettura
@chiquiesteban
@designmuseum
@dbeekman
@chrisluv
@julesgrandin
@sxywu

Top Tweeters in G2:
@hristovdevelop
@blenderbot
@p3k
@adrianb82
@invid_eu
@wynandbooysen
@kzay_rg
@decarbonet
@weblyzard
@ecoresearch

Top Tweeters in G3:
@digitalmaverick
@livingstone_s
@cgt_purdue
@mpromann
@graydesign
@nancypurdue
@baigelenovali
@drpaulparsons
@purdueixdt
@yingjiechen

Top Tweeters in G4:
@kirkdborne
@visualcap
@realsaintsteven
@drago_carlo
@jogoinchato
@perfectegrafiek
@runarai4
@chart_guide

Top Tweeters in G5:
@rpubsrecent
@miskaknapek
@goinvo
@erikboralv
@mzpritee
@vinodabcd
@basethreestudio
@spelmanil

Top Tweeters in G6:
@christineliebr
@karinslegers
@renske2310
@biekezaman
@jmsdewit
@nynkevanderlaan

Top Tweeters in G7:
@pwang
@clauswilke
@amuellerml
@jakevdp
@pwangbot_tech
@datashader

Top Tweeters in G8:
@alethioguy
@fredhohman
@soni_sandeep
@johntstasko
@embwall

Top Tweeters in G9:
@tipatat
@trevorfsmith
@samueltates
@hololeo
@haelannunn

Top Tweeters in G10:
@premierrp
@janinadailyblog
@piotrkorlaga
@lukasz_enpire


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