infoviz OR infovis, Twitter, 4/26/2019 1:21:01 PM, 194934


FAQ | Problem?

infoviz OR infovis_2019-04-26_06-18-52.xlsx
infoviz OR infovis_2019-04-26_06-18-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2019
Short Description:
infoviz OR infovis via NodeXL http://bit.ly/2VpNIWx
@weblyzard
@albertocairo
@srendgen
@tas
@karinslegers
@soni_sandeep
@tmrhyne
@ehglawfirm
@gvucenter
@thinky

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

Description:
Description
The graph represents a network of 91 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, 26 April 2019 at 13:18 UTC.

The requested start date was Friday, 26 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, 12-hour, 27-minute period from Friday, 12 April 2019 at 02:44 UTC to Thursday, 25 April 2019 at 15:11 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 : 91
Unique Edges : 93
Edges With Duplicates : 15
Total Edges : 108
Number of Edge Types : 3
Mentions : 73
Tweet : 28
Replies to : 7
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0256410256410256
Reciprocated Edge Ratio : 0.05
Connected Components : 26
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 16
Maximum Edges in a Connected Component : 25
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.615734
Graph Density : 0.00976800976800977
Modularity : 0.709705
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://twitter.com/gvucenter/status/1116422462424735744
[2] https://www.icwsm.org/2019/program/tutorial/#t4
[1] https://eagereyes.org/blog/2019/critiquing-and-redesigning
[1] http://www.geotests.net/couleurs/frequences_en.html#ce
[1] https://twitter.com/AlbertoCairo/status/1117088834351771648
[1] https://twitter.com/tmrhyne/status/1116774849962237952
[1] https://towardsdatascience.com/3rd-wave-data-visualization-824c5dc84967
[1] https://twitter.com/melissavancain/status/1120781090329853953
[1] https://sandrarendgen.wordpress.com/2019/04/23/preview-the-20th-century-in-infographics-aka-my-new-book/
[1] https://infovis-wiki.net/wiki/Lie_Factor

Top URLs in Tweet in G1:
[1] https://www.weblyzard.com/careers

Top URLs in Tweet in G2:
[1] https://sandrarendgen.wordpress.com/2019/04/23/preview-the-20th-century-in-infographics-aka-my-new-book/

Top URLs in Tweet in G3:
[1] https://twitter.com/Peeters_David/status/1118526263189213194

Top URLs in Tweet in G4:
[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 G5:
[1] https://towardsdatascience.com/3rd-wave-data-visualization-824c5dc84967
[1] https://twitter.com/tmrhyne/status/1116774849962237952
[1] https://twitter.com/AlbertoCairo/status/1117088834351771648
[1] http://www.geotests.net/couleurs/frequences_en.html#ce
[1] https://eagereyes.org/blog/2019/critiquing-and-redesigning

Top URLs in Tweet in G7:
[3] https://twitter.com/gvucenter/status/1116422462424735744

Top URLs in Tweet in G9:
[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 Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] infovis
[20] dataviz
[19] ieeecga
[18] ieeevis
[16] visualanalytics
[16] eu
[15] siggraph
[13] durhamcountylib
[13] color
[10] colourlovers



Top Hashtags in Tweet in G1:
[16] eu
[1] horizon2020
[1] ffg
[1] google
[1] java
[1] python
[1] javascript
[1] textmining
[1] nlp
[1] ai

Top Hashtags in Tweet in G2:
[7] sneakpreview
[1] historyofinfographics
[1] historicaldataviz

Top Hashtags in Tweet in G3:
[7] hci
[1] ux
[1] gamedesign
[1] infovis

Top Hashtags in Tweet in G4:
[3] infoviz
[2] infovis
[1] visualisation
[1] dataviz
[1] innovation
[1] makersgonnamake
[1] makerspace
[1] diy
[1] builtbygirls
[1] hbcu

Top Hashtags in Tweet in G5:
[19] ieeecga
[18] infovis
[17] dataviz
[17] ieeevis
[16] visualanalytics
[15] siggraph
[13] durhamcountylib
[13] color
[10] colourlovers
[9] colortheory

Top Hashtags in Tweet in G6:
[1] sneakpreview
[1] infovis

Top Hashtags in Tweet in G7:
[1] got
[1] winteriscoming

Top Words
Top Words in Tweet in Entire Graph:
[48] Words in Sentiment List#1: Positive
[21] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1858] Non-categorized Words
[1927] Total Words
[31] weblyzard
[25] #infovis
[25] media
[20] #dataviz
[19] #ieeecga

Top Words in Tweet in G1:
[31] weblyzard
[16] join
[16] team
[16] evolve
[16] state
[16] art
[16] web
[16] intelligence
[16] visual
[16] media

Top Words in Tweet in G2:
[7] #sneakpreview
[7] history
[7] infographics
[7] main
[7] forces
[7] shaping
[7] infoviz
[7] dataviz
[7] through
[7] 20th

Top Words in Tweet in G3:
[14] new
[7] reminder
[7] looking
[7] two
[7] colleagues
[7] media
[7] design
[7] programme
[7] few
[7] more

Top Words in Tweet in G4:
[3] #infoviz
[2] #infovis
[2] spelman

Top Words in Tweet in G5:
[19] #ieeecga
[18] #infovis
[17] #dataviz
[17] #ieeevis
[16] #visualanalytics
[15] #siggraph
[13] #durhamcountylib
[13] #color
[12] study
[11] color

Top Words in Tweet in G6:
[6] data
[4] visualization
[3] m
[3] over
[3] gvucenter
[3] georgiatech
[3] watching
[3] albertocairo
[3] crush
[3] talk

Top Words in Tweet in G7:
[4] class
[3] project
[3] infovis
[2] great
[2] terrific
[2] student
[2] team
[2] grad

Top Words in Tweet in G8:
[4] right
[2] today
[2] 4
[2] 19
[2] infovis
[2] journalists
[2] visual
[2] story
[2] audience
[2] digital

Top Words in Tweet in G9:
[3] z

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

Top Word Pairs in Tweet in G1:
[16] join,weblyzard
[16] weblyzard,team
[16] team,evolve
[16] evolve,state
[16] state,art
[16] art,web
[16] web,intelligence
[16] intelligence,visual
[16] visual,media
[16] media,analytics

Top Word Pairs in Tweet in G2:
[7] #sneakpreview,history
[7] history,infographics
[7] infographics,main
[7] main,forces
[7] forces,shaping
[7] shaping,infoviz
[7] infoviz,dataviz
[7] dataviz,through
[7] through,20th
[7] 20th,century

Top Word Pairs in Tweet in G3:
[7] reminder,looking
[7] looking,two
[7] two,new
[7] new,colleagues
[7] colleagues,new
[7] new,media
[7] media,design
[7] design,programme
[7] programme,few
[7] few,more

Top Word Pairs in Tweet in G5:
[17] #dataviz,#infovis
[11] #infovis,#visualanalytics
[8] stained,glass
[8] #ieeecga,#durhamcountylib
[8] #siggraph,#ieeecga
[7] #notredameparis,stained
[7] glass,window
[7] window,study
[7] #ieeevis,#dataviz
[5] #siggraph,#ieeevis

Top Word Pairs in Tweet in G6:
[3] m,over
[3] over,gvucenter
[3] gvucenter,georgiatech
[3] georgiatech,watching
[3] watching,albertocairo
[3] albertocairo,crush
[3] crush,talk
[3] talk,data
[3] data,graphics
[3] graphics,data

Top Word Pairs in Tweet in G7:
[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 G8:
[2] today,4
[2] 4,19
[2] 19,infovis
[2] infovis,journalists
[2] journalists,right
[2] right,visual
[2] visual,story
[2] story,right
[2] right,audience
[2] audience,digital

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@weblyzard
@srendgen
@tas
@karinslegers
@gvucenter
@georgiatech
@albertocairo
@thinky
@jenniferisve
@mpromann

Top Mentioned in G1:
@weblyzard

Top Mentioned in G2:
@srendgen
@tas
@taschen

Top Mentioned in G3:
@karinslegers

Top Mentioned in G5:
@sherwinwilliams
@elijah_meeks
@eagereyes

Top Mentioned in G6:
@gvucenter
@georgiatech
@albertocairo
@thinky
@srendgen
@tas

Top Mentioned in G7:
@johntstasko
@alethioguy
@fredhohman

Top Mentioned in G8:
@hkscommprog
@hseas
@kennedy_school

Top Mentioned in G9:
@lukasz_enpire
@premierrp

Top Mentioned in G10:
@uoftinfofaculty

Top Tweeters
Top Tweeters in Entire Graph:
@digitalmaverick
@rpubsrecent
@albertocairo
@psychemedia
@visionscarto
@miriamkp
@freakonometrics
@mia_out
@giphy
@metageeky

Top Tweeters in G1:
@glenkcampbell
@blenderbot
@hristovdevelop
@p3k
@adrianb82
@invid_eu
@wynandbooysen
@kzay_rg
@decarbonet
@weblyzard

Top Tweeters in G2:
@visionscarto
@freakonometrics
@prosumidorsoc
@tas
@johnruss28
@taschen
@nicolaszec
@srendgen
@ffippa

Top Tweeters in G3:
@christineliebr
@karinslegers
@renske2310
@biekezaman
@acauthenticity
@jmsdewit
@nynkevanderlaan

Top Tweeters in G4:
@rpubsrecent
@miskaknapek
@erikboralv
@denitzav
@vinodabcd
@spelmanil

Top Tweeters in G5:
@eagereyes
@elijah_meeks
@sherwinwilliams
@tmrhyne
@pmcruz

Top Tweeters in G6:
@albertocairo
@georgiatech
@thinky
@gvucenter
@ehglawfirm

Top Tweeters in G7:
@alethioguy
@fredhohman
@soni_sandeep
@johntstasko
@embwall

Top Tweeters in G8:
@kennedy_school
@hseas
@hkscommprog
@jseglin

Top Tweeters in G9:
@premierrp
@janinadailyblog
@piotrkorlaga
@lukasz_enpire

Top Tweeters in G10:
@miriamkp
@uoftinfofaculty
@gbbyrsch