#CLS2019, Twitter, 10/3/2019 4:07:07 PM, 211799


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#CLS2019_2019-10-03_09-01-18.xlsx
#CLS2019_2019-10-03_09-01-18.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 03, 2019
Short Description:
#CLS2019 via NodeXL http://bit.ly/2pK3T2R
@theclsummit
@theclalliance
@juliekeane
@participate
@dmlamanda
@alexpfeiffer
@educationarcade
@lisard
@playfulmit
@remikalir

Top hashtags:
#cls2019
#connectedlearning
#blockchain
#education
#annotation
#playfulassessment

Description:
Description
The graph represents a network of 155 Twitter users whose recent tweets contained "#CLS2019", 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 Thursday, 03 October 2019 at 16:01 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 41-minute period from Tuesday, 24 September 2019 at 14:12 UTC to Thursday, 03 October 2019 at 15:54 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 : 155
Unique Edges : 306
Edges With Duplicates : 127
Total Edges : 433
Self-Loops : 35
Reciprocated Vertex Pair Ratio : 0.106796116504854
Reciprocated Edge Ratio : 0.192982456140351
Connected Components : 12
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 137
Maximum Edges in a Connected Component : 416
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.103654
Graph Density : 0.014327607875995
Modularity : 0.461735
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://twitter.com/theclalliance/status/1179499979825668102
[4] https://connectedlearningsummit2019.sched.com/event/Segu
[3] https://connectedlearningsummit2019.sched.com/event/0357fa51d7778de079592590d69bf10f
[3] https://connectedlearningsummit2019.sched.com/event/Seba
[3] https://connectedlearningsummit.org/
[2] https://connectedlearningsummit2019.sched.com/event/SeaZ
[2] https://connectedlearningsummit2019.sched.com/event/SeYj
[2] https://connectedlearningsummit2019.sched.com/event/SeYp
[2] https://2019.connectedlearningsummit.org/livestream/?utm_medium=social&utm_campaign=CLA&utm_source=twitter.com
[2] https://connectedlearningsummit2019.sched.com/event/ShLz

Top URLs in Tweet in G1:
[4] https://connectedlearningsummit2019.sched.com/event/Segu
[3] https://connectedlearningsummit2019.sched.com/event/0357fa51d7778de079592590d69bf10f
[2] https://connectedlearningsummit2019.sched.com/event/SeYj
[1] https://2019.connectedlearningsummit.org/livestream/?utm_medium=social&utm_campaign=CLSummit&utm_source=twitter.com
[1] https://2019.connectedlearningsummit.org/schedule/?utm_medium=social&utm_campaign=CLSummit&utm_source=twitter.com
[1] https://connectedlearningsummit2019.sched.com/overview/type/Pre-Conference
[1] https://connectedlearningsummit2019.sched.com/event/SeYp
[1] https://connectedlearningsummit2019.sched.com/event/c7a8b8341bfe67642b9c5b7c6f5807f6
[1] https://twitter.com/theclsummit/status/1179768131851603969
[1] https://connectedlearningsummit2019.sched.com/event/SeYL

Top URLs in Tweet in G2:
[2] https://connectedlearningsummit2019.sched.com/event/ShLz
[1] https://2019.connectedlearningsummit.org/livestream/?utm_medium=social&utm_campaign=CLA&utm_source=twitter.com
[1] https://connectedlearningsummit.org/

Top URLs in Tweet in G3:
[2] https://clalliance.org/blog/open-invitation-to-connect-with-experts-at-the-cls2019-pre-conference-day/?utm_medium=social&utm_campaign=CLA&utm_source=twitter.com
[1] https://playful.mit.edu/opportunities/cls-assessment-designathon/
[1] https://2019.connectedlearningsummit.org/registration/?utm_medium=social&utm_campaign=CLA&utm_source=twitter.com
[1] https://2019.connectedlearningsummit.org/schedule/?utm_medium=social&utm_campaign=CLSummit&utm_source=twitter.com
[1] https://connectedlearningsummit2019.sched.com/overview/type/Pre-Conference
[1] https://2019.connectedlearningsummit.org/livestream/?utm_medium=social&utm_campaign=CLA&utm_source=twitter.com
[1] https://mailchi.mp/clalliance/new-connected-learning-research-tools-site-launched-the-role-of-trust-in-youth-digital-learning?utm_medium=social&utm_campaign=CLA&utm_source=twitter.com
[1] https://connectedlearningsummit.org/
[1] https://connectedlearningsummit2019.sched.com/event/SeYR
[1] https://twitter.com/skiptomylouisa/status/1179478333412626433

Top URLs in Tweet in G4:
[3] https://connectedlearningsummit2019.sched.com/event/Seba
[1] https://crowdlaaers.org/about.html
[1] https://2019.connectedlearningsummit.org/people/
[1] https://connectedlearningsummit2019.sched.com/event/SebF

Top URLs in Tweet in G5:
[1] http://participate.com/blog/building-community-around-the-next-generation-of-entrepreneurs?utm_content=102277584&utm_medium=social&utm_source=twitter&hss_channel=tw-1287343238
[1] https://2019.connectedlearningsummit.org/livestream/
[1] https://docs.google.com/forms/d/e/1FAIpQLSdmofb5arv7ttjbCVBubmullBrpXgvXCWfxcBoKo1mou3p90A/viewform?utm_content=102276544&utm_medium=social&utm_source=twitter&hss_channel=tw-1287343238
[1] https://participate.zoom.us/webinar/register/5215694442901/WN_9cLA3iUSQmSN72CjnX2Llg?utm_content=102276376&utm_medium=social&utm_source=twitter&hss_channel=tw-1287343238
[1] https://twitter.com/markjotter/status/1176839227415433217

Top URLs in Tweet in G6:
[4] https://twitter.com/theclalliance/status/1179499979825668102
[1] https://twitter.com/Dontworryteach/status/1179605201600122880
[1] https://connectedlearningsummit2019.sched.com/event/SeYp

Top URLs in Tweet in G7:
[2] https://connectedlearningsummit2019.sched.com/event/SeaZ

Top URLs in Tweet in G8:
[1] https://connectedlearningsummit.org/
[1] https://connectedlearningsummit2019.sched.com/event/Sec7

Top URLs in Tweet in G9:
[1] https://twitter.com/AArmstrong_CD/status/1178088669191651328
[1] https://connectedlearningsummit2019.sched.com/event/SedH
[1] https://twitter.com/cindywei2017/status/1178998198121238528
[1] https://twitter.com/theAniMartinez/status/1179499607274844160
[1] https://twitter.com/theAniMartinez/status/1179499394673999872

Top URLs in Tweet in G10:
[1] https://connectedlearningsummit2019.sched.com/event/Sear

Top Domains
Top Domains in Tweet in Entire Graph:
[35] sched.com
[13] connectedlearningsummit.org
[12] twitter.com
[2] clalliance.org
[1] participate.com
[1] crowdlaaers.org
[1] mit.edu
[1] zoom.us
[1] google.com
[1] mailchi.mp

Top Domains in Tweet in G1:
[19] sched.com
[4] connectedlearningsummit.org
[1] twitter.com
[1] electionlab.org

Top Domains in Tweet in G2:
[2] sched.com
[2] connectedlearningsummit.org

Top Domains in Tweet in G3:
[4] connectedlearningsummit.org
[3] sched.com
[2] clalliance.org
[1] mit.edu
[1] mailchi.mp
[1] twitter.com

Top Domains in Tweet in G4:
[4] sched.com
[1] crowdlaaers.org
[1] connectedlearningsummit.org

Top Domains in Tweet in G5:
[1] participate.com
[1] connectedlearningsummit.org
[1] google.com
[1] zoom.us
[1] twitter.com

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

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

Top Domains in Tweet in G8:
[1] connectedlearningsummit.org
[1] sched.com

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

Top Domains in Tweet in G10:
[1] sched.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[106] cls2019
[24] connectedlearning
[11] blockchain
[11] education
[8] annotation
[5] playfulassessment
[5] csforall
[5] educators
[4] sdg3
[4] digitalbadging



Top Hashtags in Tweet in G1:
[26] cls2019
[6] connectedlearning
[3] educators
[3] blockchain
[3] education
[2] digital
[2] digcit
[2] gbl
[2] sschat
[2] civiced

Top Hashtags in Tweet in G2:
[13] cls2019
[8] blockchain
[8] education
[5] playfulassessment
[5] csforall
[2] assessment
[2] communityofpractice
[2] connectedlearning
[1] digcitcommit
[1] csforgood

Top Hashtags in Tweet in G3:
[15] cls2019
[8] connectedlearning
[3] pubmedia
[2] educators
[2] profdev
[2] pubmediaeducates
[1] assessment
[1] makers
[1] networking
[1] gamestudies

Top Hashtags in Tweet in G4:
[16] cls2019
[7] annotation
[5] connectedlearning
[3] clinte
[2] unboundeq
[2] wolo
[2] digciz
[2] digped
[2] netnarr
[1] oer20

Top Hashtags in Tweet in G5:
[6] cls2019
[4] sdg3
[4] digitalbadging
[2] edleader21
[1] socialgood
[1] insideparticipate
[1] globalgoal
[1] microcredentials
[1] connectedlearning

Top Hashtags in Tweet in G6:
[9] cls2019
[1] onthejobmarket
[1] connectedlearning

Top Hashtags in Tweet in G7:
[5] cls2019
[1] makered

Top Hashtags in Tweet in G8:
[2] cls2019
[1] connectedlearning
[1] edtech
[1] keenville

Top Hashtags in Tweet in G9:
[6] cls2019
[2] remakelearning
[1] chinazi
[1] getoutside
[1] natureinthecity

Top Hashtags in Tweet in G10:
[1] cls2019
[1] famlabproject

Top Words
Top Words in Tweet in Entire Graph:
[227] Words in Sentiment List#1: Positive
[17] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5472] Non-categorized Words
[5716] Total Words
[205] #cls2019
[137] learning
[95] theclsummit
[76] connected
[75] summit

Top Words in Tweet in G1:
[45] #cls2019
[42] learning
[31] theclsummit
[30] connected
[29] summit
[28] 2019
[20] excited
[17] sched
[13] #connectedlearning
[11] game

Top Words in Tweet in G2:
[53] #cls2019
[38] learning
[38] theclsummit
[38] gallery
[38] defender
[36] assessment
[32] more
[31] test
[30] workshop
[29] day

Top Words in Tweet in G3:
[35] #cls2019
[33] learning
[29] connected
[29] summit
[27] #connectedlearning
[25] 2019
[17] oct
[15] here
[15] livestream
[14] make

Top Words in Tweet in G4:
[23] #cls2019
[15] theclsummit
[11] learning
[10] #connectedlearning
[8] remikalir
[8] week
[8] discussion
[7] excited
[7] notes
[7] nodes

Top Words in Tweet in G5:
[13] learn
[12] #cls2019
[11] week
[6] join
[5] #edleader21
[5] live
[5] here
[5] more
[5] next
[4] month

Top Words in Tweet in G6:
[9] #cls2019
[5] going
[5] want
[4] catch
[4] keynotes
[2] wk
[2] w
[2] sensemaking

Top Words in Tweet in G7:
[5] #cls2019
[4] world's
[4] first
[3] today
[3] presenting
[3] study
[3] early
[3] childhood
[3] theclsummit
[3] lis

Top Words in Tweet in G8:
[7] #cls2019
[4] assessment
[4] learning
[4] more
[4] fablevision
[3] ready
[3] connected
[3] summit
[3] #connectedlearning
[3] game

Top Words in Tweet in G9:
[6] #cls2019
[2] doing
[2] working
[2] #remakelearning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[76] connected,learning
[69] learning,summit
[43] 2019,connected
[42] gallery,defender
[37] game,based
[36] theclsummit,#cls2019
[33] #cls2019,#connectedlearning
[24] workshop,day
[23] based,assessment
[22] 9am,pt

Top Word Pairs in Tweet in G1:
[30] connected,learning
[29] learning,summit
[23] theclsummit,#cls2019
[17] #cls2019,sched
[16] summit,2019
[14] 2019,theclsummit
[12] 2019,connected
[9] #cls2019,#connectedlearning
[7] game,based
[5] excited,presenting

Top Word Pairs in Tweet in G2:
[38] gallery,defender
[27] game,based
[19] theclsummit,starts
[19] starts,tomorrow
[19] tomorrow,workshop
[19] workshop,day
[19] day,know
[19] know,more
[19] more,blockchain
[19] blockchain,game

Top Word Pairs in Tweet in G3:
[29] connected,learning
[26] learning,summit
[25] 2019,connected
[19] #cls2019,#connectedlearning
[14] make,2019
[14] summit,year
[14] year,watch
[14] watch,livestream
[14] livestream,here
[14] here,starting

Top Word Pairs in Tweet in G4:
[8] #cls2019,theclsummit
[7] notes,nodes
[7] #annotation,learning
[6] seecantrill,kjbd
[6] xolotl,gardnercampbell
[5] attending,#cls2019
[5] theclsummit,week
[5] week,curious
[5] curious,#annotation
[5] learning,attend

Top Word Pairs in Tweet in G5:
[5] #edleader21,#cls2019
[5] next,week
[4] month,focusing
[4] focusing,#sdg3
[4] #sdg3,good
[4] good,health
[4] health,well
[4] well,being
[4] being,each
[4] each,week

Top Word Pairs in Tweet in G6:
[4] going,want
[4] want,catch
[4] catch,keynotes
[4] keynotes,#cls2019

Top Word Pairs in Tweet in G7:
[4] world's,first
[3] first,early
[3] early,childhood
[3] lis,sylvan
[2] today,#cls2019
[2] #cls2019,very
[2] very,lis
[2] sylvan,lisard
[2] lisard,presenting
[2] presenting,yes

Top Word Pairs in Tweet in G8:
[3] connected,learning
[3] learning,summit
[3] game,based
[3] based,assessment
[2] attending,connected
[2] summit,next
[2] next,week
[2] week,sure
[2] sure,check
[2] check,out

Top Word Pairs in Tweet in G9:
[2] working,#remakelearning
[2] #remakelearning,#cls2019

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@theclsummit
@sched
@ardorplatform
@oeaw
@theclalliance
@playfulmit
@ucirvine
@remikalir
@seecantrill
@kjbd

Top Mentioned in G1:
@theclsummit
@sched
@ucirvine
@carrie_james
@kellymendoza
@commonsenseed
@projectzerohgse
@nmsuproductions
@ggjnext
@akeune

Top Mentioned in G2:
@theclsummit
@ardorplatform
@oeaw
@playfulmit
@theclalliance
@skiptomylouisa
@uptownyumiko
@ucirvine

Top Mentioned in G3:
@theclsummit
@theclalliance
@neta_tweets
@mrsplacedsoul
@playfulmit
@educationarcade

Top Mentioned in G4:
@theclsummit
@remikalir
@seecantrill
@kjbd
@xolotl
@gardnercampbell
@miazamoraphd
@eveewing
@uconnneag
@sched

Top Mentioned in G5:
@teachsdgs
@senorg
@seedspot
@juliekeane
@lizradzicki
@dlabee
@theclalliance
@convergencedlab
@nwpdigital_is
@cct_edc

Top Mentioned in G6:
@myhero
@meganlfranke
@davidtedu
@mrziebarth
@ucirvine
@theclsummit

Top Mentioned in G7:
@theclsummit
@lisard
@c4creativity
@badm_org
@helenshadani
@regallium
@theclalliance

Top Mentioned in G8:
@theclalliance
@quandarygame
@educationarcade
@filamentgames
@stid42
@theclsummit
@ardorplatform
@oeaw

Top Mentioned in G10:
@kileysobel
@frameworksinst

Top Tweeters
Top Tweeters in Entire Graph:
@pammoran
@immykaur
@eveewing
@cleardiff
@grammasheri
@sdg2030
@bali_maha
@tutormentorteam
@senorg
@xolotl

Top Tweeters in G1:
@matthewfarber
@commonsenseed
@educainee
@molapus
@ucirvine
@sched
@kellymendoza
@ericaeducator
@magoaldeca
@luciamawe

Top Tweeters in G2:
@pammoran
@avdiusazan
@carina211
@edtech_ftw
@wire_master
@alexpfeiffer
@oeaw
@ardorplatform
@jelurida
@ignisguide

Top Tweeters in G3:
@grammasheri
@tutormentorteam
@theclalliance
@cllab
@mrsplacedsoul
@umasslinguistic
@iamdeeanza
@drjaxon
@dennisramirez
@grajuretich

Top Tweeters in G4:
@eveewing
@bali_maha
@xolotl
@gardnercampbell
@meenoorami
@anna_phd
@miazamoraphd
@remikalir
@seecantrill
@ksquire

Top Tweeters in G5:
@cleardiff
@sdg2030
@senorg
@participate
@seedspot
@teachsdgs
@nwpdigital_is
@juliekeane
@jacquiegardy
@fhges

Top Tweeters in G6:
@dontworryteach
@davidtedu
@eduquinn
@myhero
@zingerlearns
@mrziebarth
@dmlamanda
@meganlfranke

Top Tweeters in G7:
@immykaur
@bkcharvard
@badm_org
@c4creativity
@lisard
@regallium
@helenshadani

Top Tweeters in G8:
@fvstudioboston
@dilrukshi_isac
@filamentgames
@stid42
@educationarcade
@quandarygame

Top Tweeters in G9:
@shimirawms
@remakelearning
@marijkehecht
@lihkgt
@peterjwoods3

Top Tweeters in G10:
@cooneycenter
@frameworksinst
@kileysobel


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