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#CreateCollab2018 Twitter NodeXL SNA Map and Report for Tuesday, 13 March 2018 at 16:24 UTC
#CreateCollab2018 Twitter NodeXL SNA Map and Report for Tuesday, 13 March 2018 at 16:24 UTC
From:
Marc_Smith
Uploaded on:
March 13, 2018
Short Description:
#CreateCollab2018 via NodeXL http://bit.ly/2FBJtQk
@thenasciences
@cpnas
@eirons
@alyssaagoodman
@youngmoo
@andijhess
@benbendc
@drnikki
@mollycmorin
@gabischaffzin

Top hashtags:
#createcollab2018
#sciart
#daser
#art
#pechakucha
#science
#artmakesitself
#nascolloquia

Description:
Description
The graph represents a network of 127 Twitter users whose recent tweets contained "#CreateCollab2018", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 March 2018 at 16:24 UTC.

The tweets in the network were tweeted over the 10-day, 1-hour, 50-minute period from Saturday, 03 March 2018 at 14:30 UTC to Tuesday, 13 March 2018 at 16:21 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 : 127
Unique Edges : 246
Edges With Duplicates : 258
Total Edges : 504
Number of Edge Types : 3
Mentions : 464
Tweet : 29
Replies to : 11
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.174603174603175
Reciprocated Edge Ratio : 0.297297297297297
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 122
Maximum Edges in a Connected Component : 499
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.680948
Graph Density : 0.0184976877890264
Modularity : 0.292622
NodeXL Version : 1.0.1.394

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://twitter.com/theNASciences/status/973245749378142208
[2] http://www.nasonline.org/programs/sackler-colloquia/upcoming-colloquia/
[2] https://www.eventbrite.com/e/dc-art-science-evening-rendezvous-daser-tickets-38284855032
[2] http://www.nasonline.org/programs/sackler-colloquia/upcoming-colloquia/creativity-collaboration.pdf
[2] http://ow.ly/RVJz30iscqr
[2] https://twitter.com/mollycmorin/status/973252810153349121
[2] https://www.facebook.com/events/423851484713512/
[2] https://paper.li/robinpedrero/1340975774?edition_id=9c9341c0-2140-11e8-8c03-0cc47a0d164b
[1] http://www.paglen.com/index.php?l=work&s=cube
[1] https://arboretum.wisc.edu/learn/eps/ias/

Top URLs in Tweet in G1:
[2] https://www.facebook.com/events/423851484713512/
[1] http://www.nasonline.org/programs/sackler-colloquia/upcoming-colloquia/

Top URLs in Tweet in G2:
[2] http://www.nasonline.org/programs/sackler-colloquia/upcoming-colloquia/creativity-collaboration.pdf
[2] http://ow.ly/RVJz30iscqr
[2] https://www.eventbrite.com/e/dc-art-science-evening-rendezvous-daser-tickets-38284855032
[1] https://twitter.com/smithsonian/status/970724375036157953
[1] http://ow.ly/m3r930iMBlR
[1] http://ow.ly/bbBi30ishhM
[1] http://ow.ly/si4g30iB8os
[1] http://www.cpnas.org/exhibitions/
[1] http://ow.ly/H9R630iH5lQ
[1] https://www.newscientist.com/article/mg23731680-800-inside-the-cryptic-world-of-uk-computer-art-pioneer-paul-brown/

Top URLs in Tweet in G3:
[1] https://arboretum.wisc.edu/learn/eps/ias/
[1] http://www.paglen.com/index.php?l=work&s=cube
[1] https://twitter.com/theNASciences/status/973245749378142208
[1] https://twitter.com/GabiSchaffzin/status/973574641984921600
[1] https://www.authorea.com/users/23/articles/8762/_show_article
[1] https://books.google.com/ngrams/graph?content=creativity%2Ccollaboration&case_insensitive=on&year_start=1860&year_end=2008&corpus=15&smoothing=2&share=&direct_url=t4%3B%2Ccreativity%3B%2Cc0%3B%2Cs0%3B%3Bcreativity%3B%2Cc0%3B%3BCreativity%3B%2Cc0%3B%3BCREATIVITY%3B%2Cc0%3B.t4%3B%2Ccollaboration%3B%2Cc0%3B%2Cs0%3B%3Bcollaboration%3B%2Cc0%3B%3BCollaboration%3B%2Cc0
[1] http://worldwidetelescope.org/webclient
[1] https://iu.app.box.com/s/xdlg1e8647kadklyl5nwy5j6evt161bs
[1] http://www.nasonline.org/programs/sackler-colloquia/upcoming-colloquia/

Top URLs in Tweet in G4:
[1] http://www.medienkunstnetz.de/works/the-interactive-plant-growing/
[1] https://twitter.com/theNASciences/status/973188636467482624

Top URLs in Tweet in G5:
[2] https://twitter.com/mollycmorin/status/973252810153349121
[1] http://www.studiointernational.com/index.php/art-and-technology-week-national-academy-of-sciences-washington-dc
[1] https://twitter.com/theNASciences/status/973245749378142208

Top URLs in Tweet in G6:
[1] https://twitter.com/theNASciences/status/973245749378142208
[1] https://twitter.com/mollycmorin/status/973275398111989765
[1] https://twitter.com/thenasciences/status/961289202569752577

Top URLs in Tweet in G7:
[1] https://twitter.com/theNASciences/status/973257356934107141
[1] https://twitter.com/theNASciences/status/973329014428401664

Top URLs in Tweet in G8:
[2] https://paper.li/robinpedrero/1340975774?edition_id=9c9341c0-2140-11e8-8c03-0cc47a0d164b
[1] https://paper.li/ArtColorLife/1334388177?edition_id=06dc7430-2163-11e8-bd19-0cc47a0d15fd

Top Domains
Top Domains in Tweet in Entire Graph:
[13] twitter.com
[9] ow.ly
[4] nasonline.org
[3] eventbrite.com
[3] paper.li
[2] cpnas.org
[2] facebook.com
[1] paglen.com
[1] wisc.edu
[1] medienkunstnetz.de

Top Domains in Tweet in G1:
[2] facebook.com
[1] nasonline.org

Top Domains in Tweet in G2:
[9] ow.ly
[3] eventbrite.com
[2] twitter.com
[2] nasonline.org
[2] cpnas.org
[1] newscientist.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] wisc.edu
[1] paglen.com
[1] authorea.com
[1] google.com
[1] worldwidetelescope.org
[1] box.com
[1] nasonline.org

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

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

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

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

Top Domains in Tweet in G8:
[3] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[228] createcollab2018
[23] sciart
[20] daser
[9] art
[7] pechakucha
[7] science
[6] artmakesitself
[6] nascolloquia
[5] cyberneticserendipity
[5] dataviz



Top Hashtags in Tweet in G1:
[36] createcollab2018
[7] art
[5] science
[3] pechakucha
[2] nascolloquia
[2] ai
[2] collaboration
[2] citizenscience
[2] climatechange
[1] healtheducation

Top Hashtags in Tweet in G2:
[35] createcollab2018
[21] sciart
[16] daser
[4] artmakesitself
[4] lasertalks
[3] nascolloquia
[2] aguahoja
[1] excite
[1] mindblown
[1] duboisdata

Top Hashtags in Tweet in G3:
[82] createcollab2018
[3] pechakucha
[2] art
[1] science
[1] vonnegut
[1] loganairport
[1] abrahamlincoln
[1] congress
[1] sotrue
[1] cybernetics

Top Hashtags in Tweet in G4:
[27] createcollab2018
[1] cyberneticserendipity
[1] cybernetics
[1] citizenscience

Top Hashtags in Tweet in G5:
[11] createcollab2018
[4] cyberneticserendipity
[3] daser
[2] artmakesitself
[2] aguahoja
[2] weberstate
[1] sciart
[1] nascolloquia
[1] duboisdata

Top Hashtags in Tweet in G6:
[26] createcollab2018
[4] dataviz
[4] astronomy
[1] science
[1] vonnegut
[1] pechakucha
[1] climatechange
[1] d3js

Top Hashtags in Tweet in G7:
[6] createcollab2018
[3] creativechainrxn
[2] ngram
[1] sciart
[1] dataviz
[1] washingtondc
[1] digitalhumanities
[1] semioticsofpain

Top Hashtags in Tweet in G8:
[4] createcollab2018
[1] designaccess
[1] oscars

Top Hashtags in Tweet in G9:
[1] mondaymotivation
[1] trick
[1] createcollab2018
[1] createthenew

Top Words
Top Words in Tweet in Entire Graph:
[227] Words in Sentiment List#1: Positive
[64] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[6866] Non-categorized Words
[7157] Total Words
[228] createcollab2018
[174] thenasciences
[60] art
[38] cybernetic
[36] more

Top Words in Tweet in G1:
[36] createcollab2018
[27] thenasciences
[19] more
[14] creative
[13] scientific
[12] art
[10] science
[8] artists
[7] scientists
[7] people

Top Words in Tweet in G2:
[35] createcollab2018
[22] cybernetic
[22] serendipity
[21] cpnas
[21] join
[21] reichardt
[21] sciart
[20] jasia
[19] art
[17] 1968

Top Words in Tweet in G3:
[82] createcollab2018
[76] thenasciences
[15] art
[11] tech
[9] diamond
[9] malina
[9] now
[8] wong
[8] cybernetic
[8] science

Top Words in Tweet in G4:
[27] createcollab2018
[20] thenasciences
[20] data
[10] drnikki
[10] eirons
[8] work
[6] community
[6] questions
[6] talking
[6] virtual

Top Words in Tweet in G5:
[11] createcollab2018
[9] thenasciences
[7] benbendc
[5] creativity
[4] see
[4] here
[4] events
[4] planned
[4] around
[4] collaboration

Top Words in Tweet in G6:
[27] thenasciences
[26] createcollab2018
[6] science
[6] astrollytelling
[5] way
[5] presenting
[4] art
[4] processes
[4] collection
[4] andijhess

Top Words in Tweet in G7:
[7] thenasciences
[6] createcollab2018
[4] design
[4] sacklercolloqui
[3] last
[3] creativechainrxn
[3] part
[2] gwkellypark
[2] becomes
[2] dominant

Top Words in Tweet in G8:
[4] createcollab2018
[3] latest
[3] art
[3] style
[2] gasp
[2] great
[2] paper

Top Words in Tweet in G9:
[2] trick

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[83] createcollab2018,thenasciences
[34] cybernetic,serendipity
[31] jasia,reichardt
[15] thenasciences,createcollab2018
[12] art,technology
[11] role,play
[11] curtis,wong
[11] roger,malina
[11] more,creative
[10] serendipity,exhibition

Top Word Pairs in Tweet in G1:
[9] more,creative
[7] scientists,artists
[6] legs',tissue
[5] people,more
[5] creative,more
[5] machines,listening
[5] listening,long
[5] long,time
[5] time,siri
[5] siri,alexa

Top Word Pairs in Tweet in G2:
[20] cybernetic,serendipity
[20] jasia,reichardt
[11] art,technology
[10] join,range
[10] sciart,programs
[9] technology,week
[8] week,nas
[7] cpnas,art
[7] nas,join
[7] range,intellectually

Top Word Pairs in Tweet in G3:
[51] createcollab2018,thenasciences
[8] thenasciences,createcollab2018
[6] role,play
[6] curtis,wong
[6] cybernetic,serendipity
[6] cd,rom
[4] roger,malina
[4] legs',tissue
[3] day,createcollab2018
[3] patrick,mccray

Top Word Pairs in Tweet in G4:
[16] createcollab2018,thenasciences
[4] drnikki,inclusivity
[4] inclusivity,data
[4] data,lifecycles
[4] lifecycles,data
[4] data,justice
[4] justice,open
[4] open,source
[4] source,asking
[4] asking,questions

Top Word Pairs in Tweet in G5:
[4] see,here
[4] here,events
[4] events,planned
[4] planned,around
[4] around,creativity
[4] creativity,collaboration
[4] collaboration,revisiting
[4] revisiting,cyberneticserendipity
[4] cyberneticserendipity,symposium
[4] thenasciences,organizer

Top Word Pairs in Tweet in G6:
[14] createcollab2018,thenasciences
[4] thenasciences,createcollab2018
[4] excited,presenting
[4] presenting,astrollytelling
[4] astrollytelling,tomorrow
[4] tomorrow,createcollab2018
[4] createcollab2018,hosted
[4] hosted,thenasciences
[4] thenasciences,dataviz
[4] dataviz,astronomy

Top Word Pairs in Tweet in G7:
[2] design,becomes
[2] becomes,dominant
[2] dominant,shneiderman
[2] shneiderman,google
[2] google,ngram
[2] ngram,shows
[2] shows,increase
[2] increase,use
[2] use,word
[2] word,design

Top Word Pairs in Tweet in G8:
[2] latest,gasp
[2] gasp,great
[2] great,art
[2] art,style
[2] style,paper

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thenasciences
@cpnas
@benbendc
@drnikki
@eirons
@mollycmorin
@davidjskorton
@liesezahabi
@gabischaffzin
@andijhess

Top Mentioned in G1:
@thenasciences
@agentspock
@drexeluniv
@benbendc
@liesezahabi
@smithsonian
@davidjskorton
@eirons
@weberstateu
@asu

Top Mentioned in G2:
@cpnas
@thenasciences
@davidjskorton
@benbendc
@youngmoo
@leapingrobot
@smithsonian
@rogermalina
@jtalasek
@leonardoisast

Top Mentioned in G3:
@thenasciences
@liesezahabi
@drnikki
@benbendc
@mollycmorin
@eirons
@gabischaffzin
@alyssaagoodman
@iunetsci
@thenasem

Top Mentioned in G4:
@thenasciences
@drnikki
@eirons
@mollycmorin
@gabischaffzin
@annaglassin
@agentspock
@joannekcheung
@oroncatts
@mariamichails

Top Mentioned in G5:
@thenasciences
@benbendc
@cpnas
@studiolatest
@thenasc
@smithsonian
@davidjskorton
@marcia4science
@mollycmorin
@katycns

Top Mentioned in G6:
@thenasciences
@astrollytelling
@andijhess
@fdo_becerra
@mollycmorin
@oujifei
@liesezahabi
@benbendc
@smithsonian
@davidjskorton

Top Mentioned in G7:
@thenasciences
@sacklercolloqui
@gwkellypark
@google
@atec_utdallas
@marcia4science
@benbendc
@schichmax

Top Mentioned in G9:
@dudeperfect

Top Tweeters
Top Tweeters in Entire Graph:
@alevergara78
@stupidosaur
@sabine_promote
@todoenpcve
@robinpedrero
@artologica
@srzjwalters
@google
@encycloagora
@sunil_abraham

Top Tweeters in G1:
@stupidosaur
@sabine_promote
@encycloagora
@sunil_abraham
@katelovesneuro
@blackstemusa
@asu
@ocad
@vedvarma
@vardi

Top Tweeters in G2:
@artologica
@newscientist
@rlukedubois
@freeindcblog
@icalondon
@smithsonian
@thenasem
@dan_martinez1
@phillipsmuseum
@renaissance_doc

Top Tweeters in G3:
@srzjwalters
@gabischaffzin
@jegpeek
@zeithistoriker
@iusice
@alyssaagoodman
@designforcare
@cybertower
@trevorpaglen
@astro_bl

Top Tweeters in G4:
@jordanclaire
@profwernimont
@thenasaman
@ion
@terreformur
@t
@drnikki
@eirons
@the
@untitledbodies

Top Tweeters in G5:
@leapingrobot
@grigomcmahon
@ischoolumd
@studiolatest
@matthewchoberka
@umdcs
@delightfulapps
@benbendc
@weberstatearts
@marcia4science

Top Tweeters in G6:
@alevergara78
@todoenpcve
@tinyredflowers
@kanopi_studios
@oujifei
@th
@andijhess
@fdo_becerra
@astrollytelling
@johnnydesnoyers

Top Tweeters in G7:
@google
@atec_utdallas
@graciasscenter
@gwkellypark
@schichmax
@sacklercolloqui

Top Tweeters in G8:
@robinpedrero
@artcolorlife
@thegeoffhunt

Top Tweeters in G9:
@dudeperfect
@shawshank_2021