infoviz OR infovis, Twitter, 7/19/2019 1:33:07 PM, 203578


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infoviz OR infovis_2019-07-19_06-29-13.xlsx
infoviz OR infovis_2019-07-19_06-29-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 19, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2O5Ku8e
@infovis_
@infobeautyaward
@kirkdborne
@tableau
@adolfux
@basole
@jschwabish
@hannapio
@nhs
@ndiakopoulos

Top hashtags:
#infovis
#dataviz
#siggraph
#ieeevis
#ieeecga
#visualanalytics
#albers_lucy
#durhamcountylib

Description:
Description
The graph represents a network of 143 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 July 2019 at 13:29 UTC.

The requested start date was Friday, 19 July 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, 10-hour, 17-minute period from Friday, 05 July 2019 at 11:31 UTC to Thursday, 18 July 2019 at 21:48 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 : 143
Unique Edges : 156
Edges With Duplicates : 40
Total Edges : 196
Number of Edge Types : 3
Mentions : 143
Replies to : 8
Tweet : 45
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 28
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 34
Maximum Edges in a Connected Component : 62
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.977594
Graph Density : 0.00709150004924653
Modularity : 0.693116
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://www.tableau.com/community/music/beatles
[3] http://www.cs.ubc.ca/group/infovis/software/TimeLineCurator/tlcExport/?tl=TheGoveYears20102014
[3] https://twitter.com/dataziv/status/1151188468019732480
[2] http://vis.stanford.edu/files/2010-Narrative-InfoVis.pdf
[2] http://sciviscolor.org/home/colormoves/
[2] https://medium.com/nightingale/beyond-nightingale-being-a-woman-in-data-visualization-d7968d171ccf
[2] http://www.gov.uk/
[2] https://www.reddit.com/comments/b01mrt
[2] https://www.reddit.com/comments/91v5g5
[2] https://www.nationalgeographic.com/magazine/2018/06/explore-atlas-future-earth-supercontinent-pangaea-proxima/?sf215387167=1

Top URLs in Tweet in G1:
[2] https://observablehq.com/@mbostock/smith-chart
[2] https://github.com/kosua20/Rendu
[2] https://scholarslab.lib.virginia.edu/blog/projection-lessons-in-maps/
[2] https://twitter.com/DeniseDSLu/status/1148259288525221890
[2] https://www.nationalgeographic.com/magazine/2018/06/explore-atlas-future-earth-supercontinent-pangaea-proxima/?sf215387167=1
[2] https://www.reddit.com/comments/91v5g5
[2] https://www.reddit.com/comments/b01mrt
[1] http://studentwork.prattsi.org/infovis/2018/04/19/exploring-network-data-with-gephi/
[1] https://www.nytimes.com/interactive/2019/07/08/upshot/nyc-subway-variability-calculator.html
[1] https://on.natgeo.com/2NFJSWt

Top URLs in Tweet in G2:
[18] https://www.tableau.com/community/music/beatles
[1] https://twitter.com/dataziv/status/1151188468019732480

Top URLs in Tweet in G3:
[1] https://docs.google.com/forms/d/e/1FAIpQLSfx3uPtg8v-YXCJWsKqbYvU9-_1wTl-j1yjPJK9JhISGQHozw/viewform

Top URLs in Tweet in G4:
[1] https://www.citylab.com/design/2018/12/american-history-immigration-data-dendrochronology/578125/?fbclid=IwAR1uAJyAFaxcJJRe3Ek2TMvfJSNR-RYDfK_2_ncm5162jX7c7qYfwxDjtPw
[1] https://www.informationisbeautifulawards.com/showcase/2136-america-s-broken-healthcare-system-in-one-simple-chart
[1] http://bit.ly/2u1RnKN

Top URLs in Tweet in G6:
[1] https://infovis.fh-potsdam.de/readings/Cairo2015.pdf

Top URLs in Tweet in G7:
[1] http://recherche.ign.fr/lastig/position/2019_LaSTIG_GeoVis_URCLIM_Postdoc.pdf#iTowns

Top URLs in Tweet in G8:
[1] https://soundcloud.com/user-705936595/sets/tomi-on-information-visualisation-the-roles-of-stories-time-space-and-theme

Top URLs in Tweet in G9:
[2] http://vis.stanford.edu/files/2010-Narrative-InfoVis.pdf

Top URLs in Tweet in G10:
[1] https://twitter.com/dataziv/status/1151188468019732480
[1] https://www.tableau.com/community/music/beatles
[1] https://medium.com/data-visualization-society/style-guidelines-92ebe166addc

Top Domains
Top Domains in Tweet in Entire Graph:
[20] tableau.com
[7] twitter.com
[4] medium.com
[4] reddit.com
[3] ubc.ca
[3] nytimes.com
[3] github.com
[2] stanford.edu
[2] sciviscolor.org
[2] gov.uk

Top Domains in Tweet in G1:
[4] reddit.com
[3] github.com
[2] observablehq.com
[2] virginia.edu
[2] twitter.com
[2] nationalgeographic.com
[2] nytimes.com
[2] natgeo.com
[1] prattsi.org
[1] bit.ly

Top Domains in Tweet in G2:
[18] tableau.com
[1] twitter.com

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

Top Domains in Tweet in G4:
[1] citylab.com
[1] informationisbeautifulawards.com
[1] bit.ly

Top Domains in Tweet in G6:
[1] fh-potsdam.de

Top Domains in Tweet in G7:
[1] ign.fr

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

Top Domains in Tweet in G9:
[2] stanford.edu

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] infovis
[50] dataviz
[21] siggraph
[20] ieeevis
[17] ieeecga
[16] visualanalytics
[14] albers_lucy
[13] durhamcountylib
[12] albersloc
[12] color



Top Hashtags in Tweet in G1:
[5] dataviz
[4] mapporn
[2] 2020census
[2] periodictable
[2] mapotd
[1] literaturedatavisualization
[1] datavisualization
[1] infographics
[1] illustration
[1] procreate

Top Hashtags in Tweet in G2:
[20] dataviz
[20] infovis
[2] datascience
[2] datastorytelling
[1] tableau

Top Hashtags in Tweet in G3:
[6] data
[6] visualization
[6] visual
[6] analytics
[1] datavis
[1] visualanalytics
[1] infovis

Top Hashtags in Tweet in G4:
[1] dataviz
[1] immigration
[1] hiking

Top Hashtags in Tweet in G5:
[6] infovis
[1] nhs

Top Hashtags in Tweet in G7:
[4] covisualization
[4] urbanclimate
[4] climateservices
[1] lastig
[1] geovis
[1] hci
[1] infovis

Top Hashtags in Tweet in G8:
[2] infoviz
[1] sdgs
[1] informationvisualization
[1] podcast
[1] dataviz

Top Hashtags in Tweet in G10:
[3] datascience
[3] dataviz
[2] infovis
[2] datastorytelling
[2] tableau
[1] datavisualization
[1] infoviz

Top Words
Top Words in Tweet in Entire Graph:
[91] Words in Sentiment List#1: Positive
[26] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2861] Non-categorized Words
[2978] Total Words
[54] #infovis
[50] #dataviz
[48] data
[32] visualization
[25] kirkdborne

Top Words in Tweet in G1:
[10] map
[8] s
[8] million
[8] new
[7] past
[6] data
[5] #dataviz
[5] time
[5] 6
[4] work

Top Words in Tweet in G2:
[20] #dataviz
[20] #infovis
[18] kirkdborne
[18] visualization
[18] beatles
[18] lyrics
[18] defined
[18] generations
[18] tableau
[18] data

Top Words in Tweet in G3:
[12] course
[6] taken
[6] taught
[6] #data
[6] #visualization
[6] #visual
[6] #analytics
[6] ensure
[6] captured
[5] basole

Top Words in Tweet in G4:
[2] up
[2] again
[2] better

Top Words in Tweet in G5:
[19] love
[7] research
[6] spending
[6] afternoon
[6] writing
[6] grant
[6] deadline
[6] friday
[6] admit
[6] data

Top Words in Tweet in G6:
[2] albertocairo

Top Words in Tweet in G7:
[4] postdoc
[4] 16m
[4] ignfrance
[4] asap
[4] #covisualization
[4] #urbanclimate
[4] simulation
[4] spatial
[4] data
[4] #climateservices

Top Words in Tweet in G8:
[3] introducing
[3] cloud
[3] reachers
[3] shorts
[3] starting
[3] four
[3] extra
[3] episodes
[3] tomi
[3] roles

Top Words in Tweet in G9:
[2] 2010
[2] paper
[2] over
[2] data

Top Words in Tweet in G10:
[9] data
[5] kirkdborne
[5] viz
[5] visualization
[4] pretty
[4] handy
[4] organization
[4] concept
[4] very
[4] clear

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] #dataviz,#infovis
[20] visualization,beatles
[20] beatles,lyrics
[20] lyrics,defined
[20] defined,generations
[20] generations,tableau
[19] kirkdborne,visualization
[19] tableau,data
[19] data,#dataviz
[13] deep,purple

Top Word Pairs in Tweet in G1:
[4] map,day
[4] 6,million
[2] really,great
[2] great,feeling
[2] feeling,read
[2] read,work
[2] work,inspiration
[2] inspiration,exploring
[2] exploring,topic
[2] topic,network

Top Word Pairs in Tweet in G2:
[20] #dataviz,#infovis
[18] visualization,beatles
[18] beatles,lyrics
[18] lyrics,defined
[18] defined,generations
[18] generations,tableau
[18] tableau,data
[18] data,#dataviz
[17] kirkdborne,visualization
[2] hello,twitter

Top Word Pairs in Tweet in G3:
[6] taken,taught
[6] taught,#data
[6] #data,#visualization
[6] #visualization,#visual
[6] #visual,#analytics
[6] #analytics,course
[6] course,ensure
[6] ensure,course
[6] course,captured
[5] basole,taken

Top Word Pairs in Tweet in G5:
[6] spending,afternoon
[6] afternoon,writing
[6] writing,research
[6] research,grant
[6] grant,deadline
[6] deadline,friday
[6] friday,admit
[6] admit,love
[6] love,data
[6] data,love

Top Word Pairs in Tweet in G7:
[4] postdoc,16m
[4] 16m,ignfrance
[4] ignfrance,asap
[4] asap,#covisualization
[4] #covisualization,#urbanclimate
[4] #urbanclimate,simulation
[4] simulation,spatial
[4] spatial,data
[4] data,#climateservices
[4] #climateservices,3d

Top Word Pairs in Tweet in G8:
[3] introducing,cloud
[3] cloud,reachers
[3] reachers,shorts
[3] shorts,starting
[3] starting,four
[3] four,extra
[3] extra,episodes
[3] episodes,tomi
[3] tomi,roles
[3] roles,stories

Top Word Pairs in Tweet in G9:
[2] 2010,paper

Top Word Pairs in Tweet in G10:
[5] data,viz
[4] pretty,handy
[4] handy,organization
[4] organization,concept
[4] concept,data
[4] viz,very
[4] very,clear
[4] clear,data
[4] data,visualization
[4] visualization,style

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@tableau
@nhs
@basole
@natgeomaps
@ignfrance
@miskaknapek
@kirellbenzi
@infobeautyaward
@sidochristophe

Top Mentioned in G1:
@natgeomaps
@infobeautyaward
@hannapio
@procreate
@americanart
@sciencefocus
@giorgialupi
@pentagram
@mapporntweet
@mbostock

Top Mentioned in G2:
@kirkdborne
@tableau
@dataziv

Top Mentioned in G3:
@basole
@ieeevis
@ieeecga
@datavizsociety
@vis_research

Top Mentioned in G4:
@citylab
@pmcruz
@wihbey
@felipeshibuya
@tanvim
@monachalabi
@ordnancesurvey

Top Mentioned in G5:
@nhs
@plymuni

Top Mentioned in G6:
@bacchieridaniel
@coral_negron
@wojdynski
@welchsuggs

Top Mentioned in G7:
@ignfrance
@sidochristophe
@jpiclimate
@urclimproject

Top Mentioned in G8:
@cloudreachers
@timoreilly
@un
@soundcloud

Top Mentioned in G9:
@jeffrey_heer
@emilykund
@matt_francis

Top Mentioned in G10:
@kirellbenzi
@theadamgabriel
@amycesal

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@rpubsrecent
@scmpnews
@kirkdborne
@google
@russelljclay
@albertocairo
@citylab
@dev_topics
@un

Top Tweeters in G1:
@scmpnews
@procreate
@zachlieberman
@sciencefocus
@urbaninstitute
@stiles
@jschwabish
@pentagram
@mbostock
@mapporntweet

Top Tweeters in G2:
@kirkdborne
@dev_topics
@poramatepi
@tableau
@technoltwitbot
@urbanhobbit
@solsilvanazb
@origin_hosting
@itsin_mustreads
@lssubramanian

Top Tweeters in G3:
@jnkka
@uncsils
@basole
@sperosck
@alexander_lex
@davidgotz
@ieeevis
@datavizsociety
@ieeecga
@vis_research

Top Tweeters in G4:
@citylab
@ordnancesurvey
@tanvim
@monachalabi
@wihbey
@infobeautyaward
@pmcruz
@felipeshibuya

Top Tweeters in G5:
@plymuni
@nhs
@annjamesnhs
@bridiekent
@tinakendrick11
@jmenzies1
@rachelbotell

Top Tweeters in G6:
@albertocairo
@ndiakopoulos
@welchsuggs
@coral_negron
@rodrigomenegat
@bacchieridaniel
@wojdynski

Top Tweeters in G7:
@ignfrance
@mayisarnaud
@jpiclimate
@sidochristophe
@bimontesandro
@carthoarau
@urclimproject

Top Tweeters in G8:
@un
@kidehen
@timoreilly
@soundcloud
@miikkalehtonen
@linkedscience
@cloudreachers

Top Tweeters in G9:
@matt_francis
@emilykund
@erinmmilne
@dataremixed
@data_jackalope
@jeffrey_heer

Top Tweeters in G10:
@gamergeeknews
@theadamgabriel
@wffymffpxf46vwj
@amycesal
@mridulcreates
@kirellbenzi


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