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#clmooc_2019-03-18_10-49-34.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
March 18, 2019
Short Description:
#clmooc via NodeXL http://bit.ly/2TIsZNA
@dogtrax
@clmooc
@tutormentorteam
@grammasheri
@nomadwarmachine
@harmonygritz
@seecantrill
@mynaedu
@inspirepassion
@verenanz

Top hashtags:
#clmooc
#marchdoodle
#ds106
#connectedlearning
#solc2019
#sol19
#literacies
#writing

Description:
Description
The graph represents a network of 51 Twitter users whose recent tweets contained "#clmooc", 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 Monday, 18 March 2019 at 17:54 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 43-minute period from Friday, 08 March 2019 at 22:43 UTC to Monday, 18 March 2019 at 15:26 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 : 51
Unique Edges : 73
Edges With Duplicates : 384
Total Edges : 457
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.217391304347826
Reciprocated Edge Ratio : 0.357142857142857
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 47
Maximum Edges in a Connected Component : 448
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.412269
Graph Density : 0.043921568627451
Modularity : 0.121509
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://dogtrax.edublogs.org/2019/03/06/clmooc-book-club-all-entry-points-lead-to-learning/
[4] https://dogtrax.edublogs.org/2019/03/11/clmooc-book-club-quotes-for-consideration-ch12/
[3] https://twitter.com/baaanedict/status/1107230093250691078
[3] http://klabonte.net/beliefs-for-integrating-technology-into-the-english-language-arts-classroom/
[3] https://connectedlearning.news/AffinityBook030619
[3] https://dogtrax.edublogs.org/2019/03/15/the-shared-humanity-in-our-digital-lives/
[3] https://spotlightonpoverty.org/spotlight-exclusives/data-from-the-front-lines-turning-educator-insights-into-strategies-to-tackle-educational-inequities/
[3] https://css-tricks.com/learning-to-learn/
[2] https://askwhatelse.wordpress.com/2019/03/16/sol19-day-16-mom-says/
[2] https://educatorinnovator.org/clmooc-book-club-in-march-2019-affinity-online/

Top URLs in Tweet in G1:
[3] https://connectedlearning.news/AffinityBook030619
[2] https://dogtrax.edublogs.org/2019/03/11/clmooc-book-club-quotes-for-consideration-ch12/
[2] https://dogtrax.edublogs.org/2019/03/15/the-shared-humanity-in-our-digital-lives/
[2] https://educatorinnovator.org/clmooc-book-club-in-march-2019-affinity-online/
[1] https://www.youtube.com/watch?v=eF2xo9Gy2JM

[1] https://twitter.com/verenanz/status/1104414014023426048
[1] https://twitter.com/grammasheri/status/1104410636786663424
[1] https://twitter.com/verenanz/status/1104415203905531904
[1] https://twitter.com/verenanz/status/1104421462608236546
[1] https://www.youtube.com/watch?v=lBAkCgDD-BE&feature=youtu.be


Top URLs in Tweet in G2:
[2] https://clmooc.com/many-pathways-into-the-book-club-experience/
[1] http://connectedyouth.nyupress.org/book/9781479852758/
[1] https://dogtrax.edublogs.org/2019/03/06/clmooc-book-club-all-entry-points-lead-to-learning/#.XIP0UYxF7k4.twitter
[1] https://dogtrax.edublogs.org/2019/03/06/clmooc-book-club-all-entry-points-lead-to-learning/
[1] https://clmooc.com/silent-sundays-so-long-g-hello-tumblr/
[1] https://twitter.com/writingproject/status/1099761023324704768
[1] https://twitter.com/dogtrax/status/1107215804209250304

Top URLs in Tweet in G3:
[3] https://dogtrax.edublogs.org/2019/03/06/clmooc-book-club-all-entry-points-lead-to-learning/
[2] https://www.flickr.com/photo.gne?short=2dPAk84
[2] http://klabonte.net/beliefs-for-integrating-technology-into-the-english-language-arts-classroom/
[1] https://askwhatelse.wordpress.com/2019/03/16/sol19-day-16-mom-says/
[1] http://whatelse.edublogs.org/2019/03/08/clmooc-bc-affinity-invitations/
[1] https://drive.google.com/file/d/13tLTKmzI0R-8RycXmoxcX7a3VJJpAb8W/view?usp=sharing
[1] https://dogtrax.edublogs.org/2019/03/06/clmooc-book-club-all-entry-points-lead-to-learning/#.XIP0UYxF7k4.twitter
[1] https://css-tricks.com/learning-to-learn/
[1] http://whatelse.edublogs.org/2019/03/09/clmooc-bc-affinity-conversations/#.XIQcnz6mbpM.twitter
[1] https://askwhatelse.wordpress.com/2019/03/09/sol19-day-9-favorite-place/

Top URLs in Tweet in G4:
[3] https://spotlightonpoverty.org/spotlight-exclusives/data-from-the-front-lines-turning-educator-insights-into-strategies-to-tackle-educational-inequities/
[2] https://css-tricks.com/learning-to-learn/
[2] http://tutormentor.blogspot.com/2019/03/developing-new-leadership-pipeline.html
[2] https://thinkingthroughmylens.com/2019/03/13/11458/
[1] https://twitter.com/tutormentorteam/status/1104500122556219393
[1] https://mappingforjustice.blogspot.com/2017/05/building-fellowship-on-web.html
[1] https://tutormentor.blogspot.com/2019/03/the-power-of-virtual-community-looking.html
[1] https://leandroherrero.com/the-missing-word-in-the-famous-margaret-mead-quote/
[1] https://twitter.com/CLMOOC/status/1104701142540398592
[1] https://firstbook.org

Top URLs in Tweet in G5:
[3] https://twitter.com/baaanedict/status/1107230093250691078
[1] https://twitter.com/chrissinerantzi/status/1104292750881705985
[1] https://twitter.com/NomadWarMachine/status/1107342311627935747

Top URLs in Tweet in G6:
[1] https://twitter.com/hrheingold/status/1105545627142742017

Top Domains
Top Domains in Tweet in Entire Graph:
[23] twitter.com
[22] edublogs.org
[10] thinkingthroughmylens.com
[9] flickr.com
[6] blogspot.com
[5] wordpress.com
[5] clmooc.com
[4] youtube.com
[4] connectedlearning.news
[3] klabonte.net

Top Domains in Tweet in G1:
[9] twitter.com
[7] edublogs.org
[4] connectedlearning.news
[3] youtube.com
[2] educatorinnovator.org
[1] klabonte.net
[1] nytimes.com
[1] literacytogether.org
[1] clmooc.com

Top Domains in Tweet in G2:
[3] clmooc.com
[2] edublogs.org
[2] twitter.com
[1] nyupress.org

Top Domains in Tweet in G3:
[9] edublogs.org
[9] flickr.com
[4] wordpress.com
[2] klabonte.net
[2] thinkingthroughmylens.com
[1] google.com
[1] css-tricks.com
[1] kqed.org
[1] youtube.com
[1] cultofpedagogy.com

Top Domains in Tweet in G4:
[8] thinkingthroughmylens.com
[6] twitter.com
[6] blogspot.com
[4] edublogs.org
[3] spotlightonpoverty.org
[2] css-tricks.com
[2] tutormentorexchange.net
[1] leandroherrero.com
[1] firstbook.org
[1] clmooc.com

Top Domains in Tweet in G5:
[5] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[217] clmooc
[20] marchdoodle
[17] ds106
[11] connectedlearning
[10] solc2019
[9] sol19
[9] literacies
[7] writing
[7] nwp
[7] watercolorpainting



Top Hashtags in Tweet in G1:
[52] clmooc
[5] connectedlearning
[5] sundayhaiku
[3] nwp
[3] netnarr
[3] literacies
[3] sol19
[1] writeout
[1] haikuforhope
[1] dailycreate

Top Hashtags in Tweet in G2:
[25] clmooc
[6] literacies
[5] connectedlearning
[4] nwp
[3] ds106
[2] netnarr
[2] edcamp
[2] educolor
[2] engchat
[2] haiku

Top Hashtags in Tweet in G3:
[50] clmooc
[10] marchdoodle
[4] sol19
[4] ds106
[2] silentsunday
[2] haikuforhope
[2] dailycreate
[2] solc2019
[1] postcards
[1] learningtolearn

Top Hashtags in Tweet in G4:
[57] clmooc
[8] solc2019
[6] affinitygroups
[6] writing
[5] tutor
[5] mentor
[2] affinitygroup
[2] learningtolearn
[2] sol19
[2] ds106

Top Hashtags in Tweet in G5:
[25] clmooc
[7] ds106
[3] lthechat
[3] digped
[3] socmedhe19
[2] marchdoodle
[2] silentsunday
[1] tdc2623
[1] tdc2622

Top Hashtags in Tweet in G6:
[1] creativecommons
[1] openaccess
[1] connectedlearning
[1] highered
[1] digped
[1] dhsi
[1] clmooc
[1] extendontario
[1] ftte
[1] aaeebl

Top Hashtags in Tweet in G7:
[7] marchdoodle
[7] clmooc
[7] watercolorpainting
[6] doodlewashmarch2019
[6] landscapepainting
[3] digitalart
[2] inktober
[1] abstractart
[1] digitalcollage
[1] mixedmediaart

Top Words
Top Words in Tweet in Entire Graph:
[260] Words in Sentiment List#1: Positive
[59] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[5911] Non-categorized Words
[6230] Total Words
[315] clmooc
[85] affinity
[71] dogtrax
[67] book
[53] grammasheri

Top Words in Tweet in G1:
[74] clmooc
[21] affinity
[19] book
[14] online
[11] club
[10] s
[9] tutormentorteam
[9] grammasheri
[9] learning
[8] verenanz

Top Words in Tweet in G2:
[37] clmooc
[25] affinity
[21] book
[16] online
[10] consider
[9] club
[9] question
[9] people
[8] spaces
[6] literacies

Top Words in Tweet in G3:
[82] clmooc
[27] dogtrax
[20] grammasheri
[18] affinity
[18] verenanz
[13] book
[12] nomadwarmachine
[11] tutormentorteam
[10] marchdoodle
[10] klbz

Top Words in Tweet in G4:
[80] clmooc
[26] dogtrax
[16] affinity
[15] grammasheri
[14] book
[14] tutormentorteam
[13] kids
[12] verenanz
[11] nomadwarmachine
[11] group

Top Words in Tweet in G5:
[34] clmooc
[10] tutormentorteam
[8] dogtrax
[8] grammasheri
[7] ds106
[7] verenanz
[5] affinity
[4] group
[4] think
[4] though

Top Words in Tweet in G6:
[2] let's
[2] play
[2] together
[2] howard
[2] extend
[2] strengthen
[2] learning
[2] communities
[2] please
[2] excuse

Top Words in Tweet in G7:
[7] marchdoodle
[7] clmooc
[7] watercolorpainting
[6] doodlewashmarch2019
[6] landscapepainting
[3] digitalart
[3] sensor63
[2] night
[2] flight
[2] inktober

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] book,club
[31] clmooc,book
[28] affinity,online
[23] grammasheri,dogtrax
[23] dogtrax,clmooc
[14] clmooc,verenanz
[13] affinity,network
[12] dogtrax,klbz
[12] marchdoodle,clmooc
[11] tutormentorteam,grammasheri

Top Word Pairs in Tweet in G1:
[12] clmooc,book
[11] book,club
[8] affinity,online
[6] kevin,s
[6] s,meandering
[6] meandering,mind
[5] entry,points
[4] tutormentorteam,grammasheri
[4] book,affinity
[4] grammasheri,clmooc

Top Word Pairs in Tweet in G2:
[11] affinity,online
[10] clmooc,book
[9] book,club
[6] affinity,spaces
[5] young,people
[4] dear,clmooc
[4] clmooc,friends
[4] friends,collaborators
[4] collaborators,g
[4] g,going

Top Word Pairs in Tweet in G3:
[9] grammasheri,dogtrax
[8] book,club
[7] dogtrax,clmooc
[6] clmooc,book
[6] clmooc,marchdoodle
[6] dogtrax,klbz
[6] nomadwarmachine,clmooc
[6] clmooc,verenanz
[4] sol19,day
[4] clmooc,clmooc

Top Word Pairs in Tweet in G4:
[10] dogtrax,clmooc
[8] grammasheri,dogtrax
[5] affinity,online
[5] tutor,mentor
[4] never,doubt
[4] doubt,small
[4] small,group
[4] group,thoughtful
[4] thoughtful,committed
[4] committed,organized

Top Word Pairs in Tweet in G5:
[5] tutormentorteam,grammasheri
[4] grammasheri,clmooc
[4] grammasheri,dogtrax
[4] dogtrax,clmooc
[4] clmooc,ds106
[3] clmooc,verenanz
[3] please,follow
[3] follow,friendly
[3] friendly,little
[3] little,sheep

Top Word Pairs in Tweet in G6:
[2] let's,play
[2] play,together
[2] together,howard
[2] howard,extend
[2] extend,strengthen
[2] strengthen,learning
[2] learning,communities
[2] communities,please
[2] please,excuse
[2] excuse,bad

Top Word Pairs in Tweet in G7:
[7] marchdoodle,clmooc
[4] clmooc,doodlewashmarch2019
[4] watercolorpainting,landscapepainting
[3] watercolorpainting,digitalart
[2] night,flight
[2] flight,marchdoodle
[2] doodlewashmarch2019,inktober
[2] inktober,landscapepainting
[2] landscapepainting,watercolorpainting
[2] salt,marsh

Top Replied-To
Top Replied-To in Entire Graph:
@dogtrax
@clmooc
@tutormentorteam
@nomadwarmachine
@grammasheri
@verenanz
@klbz
@algotruneman
@ds106dc
@inspirepassion

Top Replied-To in G1:
@clmooc
@tutormentorteam
@nomadwarmachine
@algotruneman
@verenanz
@klbz
@grammasheri
@mizuko
@nsousanis
@nusknights

Top Replied-To in G2:
@grammasheri
@clmooc

Top Replied-To in G3:
@dogtrax
@clmooc
@klbz
@grammasheri
@inspirepassion
@tutormentorteam
@nomadwarmachine
@algotruneman

Top Replied-To in G4:
@dogtrax
@nomadwarmachine
@clmooc
@grammasheri
@verenanz

Top Replied-To in G5:
@tutormentorteam
@dogtrax
@ds106dc
@verenanz
@clmooc
@inspirepassion
@baaanedict
@lenandlar

Top Mentioned
Top Mentioned in Entire Graph:
@clmooc
@dogtrax
@grammasheri
@verenanz
@tutormentorteam
@nomadwarmachine
@klbz
@telliowkuwp
@theclalliance
@innovates_ed

Top Mentioned in G1:
@clmooc
@grammasheri
@dogtrax
@verenanz
@tutormentorteam
@theclalliance
@klbz
@nomadwarmachine
@innovates_ed
@telliowkuwp

Top Mentioned in G2:
@clmooc
@dogtrax
@klbz
@verenanz
@seecantrill
@harmonygritz

Top Mentioned in G3:
@clmooc
@dogtrax
@grammasheri
@verenanz
@nomadwarmachine
@tutormentorteam
@klbz
@kd0602
@kfasimpaur
@inspirepassion

Top Mentioned in G4:
@clmooc
@dogtrax
@tutormentorteam
@grammasheri
@verenanz
@nomadwarmachine
@klbz
@telliowkuwp
@communitycommon
@uicgci

Top Mentioned in G5:
@grammasheri
@clmooc
@tutormentorteam
@dogtrax
@verenanz
@nomadwarmachine
@inspirepassion
@telliowkuwp
@kateawright

Top Mentioned in G6:
@mcorbettwilson

Top Mentioned in G7:
@sensor63

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@bar_zie
@grammasheri
@mynaedu
@dogtrax
@juliejordanscot
@scootermcdoog
@tutormentorteam
@willdarrell
@harmonygritz

Top Tweeters in G1:
@nytimes
@dogtrax
@theclalliance
@nsousanis
@chicagobwp
@algotruneman
@wentale
@bethmooreschool
@innovates_ed
@nusknights

Top Tweeters in G2:
@bar_zie
@harmonygritz
@dontworryteach
@ahynes1
@anna_phd
@ronald_2008
@seecantrill
@profpatrice
@clmooc
@mizuko

Top Tweeters in G3:
@grammasheri
@mynaedu
@juliejordanscot
@verenanz
@cultofpedagogy
@leohavemann
@klbz
@inspirepassion
@yinbk
@c

Top Tweeters in G4:
@scootermcdoog
@tutormentorteam
@willdarrell
@kfasimpaur
@tomchristoffel
@spoolflow
@kd0602
@communitycommon
@uicgci

Top Tweeters in G5:
@profsallybrown
@nomadwarmachine
@telliowkuwp
@lenandlar
@kateawright
@ds106dc
@baaanedict

Top Tweeters in G6:
@vanessavaile
@mcorbettwilson

Top Tweeters in G7:
@sensor63
@elsadistico