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#digped Twitter NodeXL SNA Map and Report for Friday, 11 August 2017 at 22:02 UTC
#digped Twitter NodeXL SNA Map and Report for Friday, 11 August 2017 at 22:02 UTC
From:
marc_smith
Uploaded on:
August 12, 2017
Short Description:
#digped via NodeXL http://bit.ly/2hUeaoK
@donaldbittar
@tekieboard
@digpedlab
@bali_maha
@profpeaton
@doxtdatorb
@katemfd
@hypervisible

Description:
Description
The graph represents a network of 1,821 Twitter users whose recent tweets contained "#digped", 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 Friday, 11 August 2017 at 22:11 UTC.

The tweets in the network were tweeted over the 7-day, 6-hour, 28-minute period from Friday, 04 August 2017 at 15:33 UTC to Friday, 11 August 2017 at 22:01 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 : 1822
Unique Edges : 2652
Edges With Duplicates : 3700
Total Edges : 6352
Self-Loops : 704
Reciprocated Vertex Pair Ratio : 0.0941176470588235
Reciprocated Edge Ratio : 0.172043010752688
Connected Components : 26
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 1789
Maximum Edges in a Connected Component : 6307
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.106405
Graph Density : 0.00103711365933845
Modularity : 0.373833
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[399] http://dabittar.com/author-highered-twitter/
[344] http://dabittar.com/a-good-business-plan-for-instructors/
[139] http://dabittar.com/getting-under-the-hood-for-instructors/
[68] http://dabittar.com/for-shareholders-yum/
[68] http://dabittar.com/shareholders-wal-mart-earnings/
[57] http://dabittar.com/shareholders-us-bancorp-earnings/
[53] http://dabittar.com/for-shareholders-united-technologies
[44] http://virtuallyconnecting.org/blog/2017/07/28/vconnecting-at-digital-pedagogy-lab-fredericksburg-digped/
[30] https://www.youtube.com/watch?v=8vZoH07-xdc
[27] https://www.youtube.com/watch?v=Sn0E1LdNL8k&feature=youtu.be

Top URLs in Tweet in G1:
[393] http://dabittar.com/author-highered-twitter/
[340] http://dabittar.com/a-good-business-plan-for-instructors/
[138] http://dabittar.com/getting-under-the-hood-for-instructors/
[67] http://dabittar.com/shareholders-wal-mart-earnings/
[67] http://dabittar.com/for-shareholders-yum/
[56] http://dabittar.com/shareholders-us-bancorp-earnings/
[53] http://dabittar.com/for-shareholders-united-technologies
[1] https://twitter.com/i/web/status/893630186381484033
[1] https://twitter.com/i/web/status/893901989180051457
[1] https://twitter.com/i/web/status/894305873929043969

Top URLs in Tweet in G2:
[43] http://virtuallyconnecting.org/blog/2017/07/28/vconnecting-at-digital-pedagogy-lab-fredericksburg-digped/
[30] https://www.youtube.com/watch?v=8vZoH07-xdc
[27] https://www.youtube.com/watch?v=Sn0E1LdNL8k&feature=youtu.be
[22] https://www.youtube.com/watch?v=hKMb-cPB1cU&feature=youtu.be
[11] https://www.commonsense.org/education/privacy/blog/digital-redlining-access-privacy
[10] https://www.youtube.com/watch?v=zJfHKXrph30&feature=youtu.be
[9] https://www.youtube.com/watch?v=GnYaRjlxmOc&feature=youtu.be
[8] https://www.hastac.org/blogs/cathy-davidson/2009/07/26/how-crowdsource-grading
[8] https://storify.com/saragoldrickrab/basic-needs-security-and-the-syllabus
[6] http://pushpullfork.com/2017/02/i-deleted-tweets/

Top URLs in Tweet in G3:
[3] https://github.com/curateteaching/digitalpedagogy/blob/master/keywords/failure.md
[3] https://github.com/curateteaching/digitalpedagogy/tree/master/keywords
[2] https://github.com/curateteaching/digitalpedagogy/blob/master/description.md
[1] https://www.youtube.com/watch?v=hKMb-cPB1cU&feature=youtu.be
[1] https://github.com/curateteaching/digitalpedagogy/blob/master/news.md
[1] https://github.com/curateteaching/digitalpedagogy/blob/master/keywords/play.md
[1] https://github.com/curateteaching/digitalpedagogy/blob/master/keywords/textanalysis.md
[1] https://github.com/curateteaching/digitalpedagogy/blob/master/keywords/gender.md
[1] https://blog.innovation.ua.edu/implicit-design-principles-one-does-not-merely-sit/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+InnovationTeamBlog+%28Innovation+Team+Blog+%7C+The+University+of+Alabama%29
[1] https://twitter.com/michaeljaltman/status/895318700017852417

Top URLs in Tweet in G4:
[1] https://www.wired.com/story/our-minds-have-been-hijacked-by-our-phones-tristan-harris-wants-to-rescue-them/amp
[1] https://www.youtube.com/watch?v=cCcVfr752bU&feature=youtu.be
[1] https://www.theatlantic.com/technology/archive/2010/10/how-to-make-your-own-scratch-and-sniff-map/64106/
[1] http://hint.fm/wind/
[1] http://shanewilson.hotglue.me/
[1] http://www.systemsorienteddesign.net/index.php/giga-mapping
[1] http://www.systemsorienteddesign.net/images/stories/Home/projects/AHO%202011/Red/structure_web.jpg
[1] http://sensorymaps.com/portfolio/smellmap-amsterdam/
[1] http://www.newyorker.com/culture/culture-desk/the-smelly-pleasures-of-exploring-cities-nose-first
[1] https://twitter.com/amcollier/status/895625896916381697

Top URLs in Tweet in G5:
[7] http://www.theedadvocate.org/teachers-need-leadership-mindset/
[7] http://www.theedadvocate.org/straight-students-may-not-best-innovators/
[7] http://www.theedadvocate.org/education-policy-fight-systematic-change/
[6] http://www.theedadvocate.org/new-sat-reminder-improve-teaching-writing/
[5] http://www.theedadvocate.org/neo-learning-management-system-worlds-first-comphrehensive-lms/
[4] http://www.theedadvocate.org/cyberbullying-causing-rise-absenteeism/
[4] http://www.theedadvocate.org/hbcu-advantage-part-ii-win-competition-tough/
[4] http://www.theedadvocate.org/14-signs-cyberbullying-classroom/
[4] http://www.theedadvocate.org/understanding-three-key-classroom-management-theories/
[3] http://www.theedadvocate.org/attributes-effective-teacher-part-1-need/

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/895341281240649731

Top URLs in Tweet in G7:
[2] http://virtuallyconnecting.org/publications/
[1] https://twitter.com/ken_bauer/status/895403956956008448
[1] https://www.youtube.com/watch?v=GnYaRjlxmOc&feature=youtu.be
[1] http://virtuallyconnecting.org/
[1] https://twitter.com/wentale/status/895461939169468416
[1] http://virtuallyconnecting.org/blog/2017/07/28/vconnecting-at-digital-pedagogy-lab-fredericksburg-digped/
[1] https://twitter.com/i/web/status/895516226612482048
[1] https://twitter.com/i/web/status/895519810964013056
[1] https://twitter.com/ken_bauer/status/895388272012255233

Top URLs in Tweet in G8:
[3] https://docs.google.com/document/d/1HG75EhzO2jhTKoGUjFzhfIh_dGEi7J3il8TUit8_f0Y/edit?usp=sharing
[1] http://becomingblended.tumblr.com/post/163717380406/digital-pedagogy-lab
[1] https://www.fiftythree.com/
[1] https://twitter.com/mparstew/status/891437985035460609

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/895401942847025153

Top Domains
Top Domains in Tweet in Entire Graph:
[1128] dabittar.com
[340] twitter.com
[133] youtube.com
[66] theedadvocate.org
[50] virtuallyconnecting.org
[13] thinq.studio
[12] github.com
[11] instagram.com
[11] digitalpedagogylab.com
[11] commonsense.org

Top Domains in Tweet in G1:
[1114] dabittar.com
[14] twitter.com

Top Domains in Tweet in G2:
[307] twitter.com
[130] youtube.com
[46] virtuallyconnecting.org
[13] thinq.studio
[13] dabittar.com
[11] commonsense.org
[11] pushpullfork.com
[11] instagram.com
[11] middcreate.net
[9] storify.com

Top Domains in Tweet in G3:
[12] github.com
[2] twitter.com
[1] youtube.com
[1] ua.edu

Top Domains in Tweet in G4:
[6] twitter.com
[2] systemsorienteddesign.net
[1] wired.com
[1] youtube.com
[1] theatlantic.com
[1] hint.fm
[1] hotglue.me
[1] sensorymaps.com
[1] newyorker.com
[1] ua.edu

Top Domains in Tweet in G5:
[66] theedadvocate.org
[1] dabittar.com

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

Top Domains in Tweet in G7:
[5] twitter.com
[4] virtuallyconnecting.org
[1] youtube.com

Top Domains in Tweet in G8:
[3] google.com
[1] tumblr.com
[1] fiftythree.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4339] digped
[1631] edtech
[1424] aacsb
[1376] bschool
[1373] mba
[1133] globaled
[284] highered
[240] edu
[108] bittar
[101] dplintro



Top Hashtags in Tweet in G1:
[1590] digped
[1589] edtech
[1404] aacsb
[1355] bschool
[1355] mba
[1115] globaled
[236] edu
[235] highered
[106] bittar

Top Hashtags in Tweet in G2:
[2555] digped
[97] dplintro
[74] critid
[46] highered
[33] edtech
[30] datalit
[21] instructionaldesign
[19] bschool
[19] aacsb
[18] mba

Top Hashtags in Tweet in G3:
[31] digped
[20] curateteaching
[20] dh2017
[7] dhpedagogy
[1] dplintro
[1] dhsi2016

Top Hashtags in Tweet in G4:
[28] digped
[7] fleminglds
[2] opened
[2] pedagome
[1] agooddayincludes
[1] healthcare
[1] ua
[1] slack
[1] education
[1] edchat

Top Hashtags in Tweet in G5:
[68] digped
[66] edchat
[7] education
[4] hbcu
[4] cyberbullying
[2] globaled
[2] bschool
[2] edtech
[1] highered
[1] aacsb

Top Hashtags in Tweet in G6:
[10] digped
[9] dh2017
[6] dooo
[1] dh2014

Top Hashtags in Tweet in G7:
[8] digped
[4] inf537
[2] inf532
[2] digitalscholarship
[1] theglobaleducator
[1] alicesprings

Top Hashtags in Tweet in G8:
[10] digped
[2] openpedagogy
[2] visualnotes
[2] sketchnotes

Top Hashtags in Tweet in G9:
[8] digped
[6] learners
[2] dplintro

Top Hashtags in Tweet in G10:
[4] digped
[1] keynote
[1] dplintro

Top Words
Top Words in Tweet in Entire Graph:
[1946] Words in Sentiment List#1: Positive
[1700] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[66514] Non-categorized Words
[70160] Total Words
[4342] digped
[2895] rt
[1641] edtech
[1581] donaldbittar
[1424] aacsb

Top Words in Tweet in G1:
[1590] edtech
[1590] digped
[1559] rt
[1557] donaldbittar
[1404] aacsb
[1355] bschool
[1355] mba
[1115] globaled
[479] fall
[479] term

Top Words in Tweet in G2:
[2556] digped
[1264] rt
[366] bali_maha
[350] saragoldrickrab
[328] digpedlab
[312] pedagogy
[247] students
[244] hypervisible
[229] vconnecting
[218] keynote

Top Words in Tweet in G3:
[31] digped
[20] curateteaching
[20] dh2017
[16] rt
[11] triproftri
[11] stuff
[7] dhpedagogy
[7] teaching
[7] w
[6] exclusively

Top Words in Tweet in G4:
[28] digped
[7] fleminglds
[5] learning
[5] extractive
[5] pedagogy
[4] maps
[4] more
[4] platforms
[3] map
[2] essential

Top Words in Tweet in G5:
[68] digped
[66] edchat
[20] rt
[18] lynch39083
[10] teachers
[10] need
[10] students
[9] improve
[9] management
[8] cyberbullying

Top Words in Tweet in G6:
[10] digped
[9] dh2017
[6] love
[6] checklist
[6] talking
[6] students
[6] dooo
[6] rt
[6] readywriting
[2] faculty

Top Words in Tweet in G7:
[8] digped
[8] vconnecting
[7] julielindsay
[4] inf537
[3] session
[3] oz
[2] thanks
[2] inf532
[2] look
[2] explore

Top Words in Tweet in G8:
[10] digped
[5] rt
[5] mparstew
[4] here
[4] bonstewart
[3] crap
[3] activity
[3] van
[3] shlew
[3] dresdeb

Top Words in Tweet in G9:
[14] digital
[12] one
[8] digped
[7] rt
[6] 1
[6] way
[6] another
[6] learners
[6] native
[6] amp

Top Words in Tweet in G10:
[4] digped
[3] gaia_and_clio
[2] isuhistory
[2] isuartsletters
[2] rt
[2] keynote

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1616] edtech,digped
[1581] rt,donaldbittar
[944] aacsb,edtech
[708] digped,bschool
[704] mba,aacsb
[668] globaled,bschool
[668] bschool,edtech
[484] fall,term
[480] digped,aacsb
[465] bschool,globaled

Top Word Pairs in Tweet in G1:
[1588] edtech,digped
[1557] rt,donaldbittar
[931] aacsb,edtech
[698] digped,bschool
[695] mba,aacsb
[657] globaled,bschool
[657] bschool,edtech
[479] fall,term
[473] digped,aacsb
[458] bschool,globaled

Top Word Pairs in Tweet in G2:
[149] extractive,pedagogy
[140] platforms,extractive
[138] saragoldrickrab,digped
[119] rt,profpeaton
[97] digital,pedagogy
[81] digped,dplintro
[78] digpedlab,2017
[75] rt,bmbod
[74] keynote,digpedlab
[68] rt,digpedlab

Top Word Pairs in Tweet in G3:
[11] rt,triproftri
[7] dhpedagogy,dh2017
[6] exclusively,dhpedagogy
[6] dh2017,mt
[6] mt,b
[6] b,interested
[6] interested,digped
[6] digped,teaching
[6] teaching,stuff
[6] stuff,draft

Top Word Pairs in Tweet in G4:
[5] digped,fleminglds
[5] extractive,pedagogy
[4] platforms,extractive
[2] digped,opened
[2] opened,fleminglds
[2] sensory,maps
[2] maps,smell
[2] smell,maps
[2] maps,digped

Top Word Pairs in Tweet in G5:
[66] digped,edchat
[18] rt,lynch39083
[7] more,teachers
[7] teachers,need
[7] need,leadership
[7] leadership,mindset
[7] mindset,digped
[7] straight,students
[7] students,best
[7] best,innovators

Top Word Pairs in Tweet in G6:
[9] dh2017,digped
[6] love,checklist
[6] checklist,talking
[6] talking,students
[6] students,dooo
[6] dooo,dh2017
[6] rt,readywriting
[5] readywriting,love
[2] faculty,surveyed
[2] surveyed,interviewed

Top Word Pairs in Tweet in G7:
[2] digped,vconnecting
[2] inf537,inf532
[2] inf537,look
[2] look,explore
[2] explore,resources
[2] resources,vconnecting
[2] vconnecting,digitalscholarship
[2] digitalscholarship,digped
[2] julielindsay,hi

Top Word Pairs in Tweet in G8:
[3] here,crap
[3] crap,activity
[3] activity,digped
[3] digped,van
[3] van,mparstew
[3] mparstew,bonstewart
[3] bonstewart,shlew
[3] shlew,dresdeb
[2] rt,laceysajni
[2] laceysajni,here

Top Word Pairs in Tweet in G9:
[12] one,digital
[6] 1,way
[6] way,another
[6] another,learners
[6] learners,one
[6] digital,native
[6] native,amp
[6] amp,one
[6] digital,immigrant
[6] immigrant,digped

Top Word Pairs in Tweet in G10:
[2] isuhistory,isuartsletters
[2] rt,gaia_and_clio
[2] keynote,digped

Top Replied-To
Top Replied-To in Entire Graph:
@bali_maha
@saragoldrickrab
@hypervisible
@adelinekoh
@vconnecting
@profpeaton
@chris_friend
@doxtdatorb
@katemfd
@slamteacher

Top Replied-To in G2:
@bali_maha
@saragoldrickrab
@hypervisible
@adelinekoh
@vconnecting
@profpeaton
@chris_friend
@katemfd
@slamteacher
@doxtdatorb

Top Replied-To in G3:
@meganlcook

Top Replied-To in G6:
@keeganslw

Top Replied-To in G7:
@wentale
@trimchris1
@julielindsay

Top Replied-To in G8:
@mparstew

Top Mentioned
Top Mentioned in Entire Graph:
@donaldbittar
@saragoldrickrab
@bali_maha
@digpedlab
@hypervisible
@vconnecting
@katemfd
@profpeaton
@slamteacher
@bmbod

Top Mentioned in G1:
@donaldbittar
@doxtdatorb
@otterscotter

Top Mentioned in G2:
@saragoldrickrab
@bali_maha
@digpedlab
@hypervisible
@vconnecting
@katemfd
@profpeaton
@slamteacher
@bmbod
@adelinekoh

Top Mentioned in G3:
@triproftri
@digpedlab
@briancroxall
@uofalinnovation
@uofalabama
@katemfd
@bal
@bamabydistance
@ua_educator
@newcollegeua

Top Mentioned in G5:
@lynch39083
@donaldbittar

Top Mentioned in G6:
@readywriting
@zachwhalen

Top Mentioned in G7:
@vconnecting
@julielindsay
@ken_bauer
@jessifer
@slamteacher
@clhendricksbc
@ggevalt
@rjhogue
@bmbo
@keeganslw

Top Mentioned in G8:
@mparstew
@bonstewart
@shlew
@dresdeb
@jessifer
@laceysajni

Top Mentioned in G9:
@k_triquet
@slamteacher
@digpedlab

Top Mentioned in G10:
@gaia_and_clio
@isuhistory
@isuartsletters
@lmill30
@digpedlab
@historyisu

Top Tweeters
Top Tweeters in Entire Graph:
@jamesroy
@jurylady5
@juandoming
@edgametec
@lynch39083
@kimvie
@waytotrill1995
@igallupd
@tekieboard
@remi_vladuceanu

Top Tweeters in G1:
@ednaks
@scalarhumanity
@coachingcool
@lead4education
@ngueti
@donaldbittar
@tresadd49
@tomasafp07
@saritacg16
@bryannamw09

Top Tweeters in G2:
@juandoming
@igallupd
@tekieboard
@janniaragon
@cece_23spalding
@savasavasava
@nancyrubin
@shanihufflepuff
@slackhq
@anacristinaprts

Top Tweeters in G3:
@briancroxall
@samplereality
@triplingual
@cristobalsuarez
@triproftri
@kshjensen
@paolaricaurte
@uofalabama
@nmhouston
@meganlcook

Top Tweeters in G4:
@thetattooedprof
@realstrongmama
@alanacallan
@fryed
@ricetopher
@suecarnold
@stevecontip
@jslezak
@pedagome
@brinklois1

Top Tweeters in G5:
@jamesroy
@jurylady5
@edgametec
@lynch39083
@waytotrill1995
@krissymom2
@brasst
@teacher22973
@wisdomelover
@inkeyes

Top Tweeters in G6:
@readywriting
@zachwhalen
@literature_geek
@textualscholar
@christianlamb
@dtracy2
@techorizns
@erikhansontech

Top Tweeters in G7:
@heyjudeonline
@julielindsay
@wentale
@ggevalt
@virtualhyacinth
@trimchris1
@bmbo

Top Tweeters in G8:
@lgbloom
@shlew
@dresdeb
@mparstew
@lwieck
@beth_seltzer
@laceysajni

Top Tweeters in G9:
@livingstone_s
@cloudthirtynine
@k_triquet
@fvandenreydt
@readsontrains
@drrahali_cybpsy

Top Tweeters in G10:
@isuartsletters
@historyisu
@isuhistory
@andrew_dunn55
@lmill30