#caschat, Twitter, 11/20/2019 8:11:12 PM, 216865


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#caschat Twitter NodeXL SNA Map and Report for Wednesday, 20 November 2019 at 20:05 UTC
#caschat Twitter NodeXL SNA Map and Report for Wednesday, 20 November 2019 at 20:05 UTC
From:
scottturneruon
Uploaded on:
November 20, 2019
Short Description:
#caschat via NodeXL http://bit.ly/2Xw3LR8
@caschat_uk
@wearecomputing
@ddr333
@missmacict
@baggiepr
@catherinelliott
@clcsimon
@drchips_
@alwayscomputing
@hodge_jo

Top hashtags:
#caschat
#computing
#csk8
#coding
#primaryrocks
#programming
#microbit
#kidsthatcode

Description:
Description
The graph represents a network of 278 Twitter users whose recent tweets contained "#caschat", 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 Wednesday, 20 November 2019 at 20:05 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 49-minute period from Monday, 11 November 2019 at 16:45 UTC to Wednesday, 20 November 2019 at 19:35 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 : 279
Unique Edges : 957
Edges With Duplicates : 1545
Total Edges : 2502
Number of Edge Types : 4
Mentions : 1313
Retweet : 539
Replies to : 411
Tweet : 239
Self-Loops : 256
Reciprocated Vertex Pair Ratio : 0.108356290174472
Reciprocated Edge Ratio : 0.195526097763049
Connected Components : 14
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 253
Maximum Edges in a Connected Component : 2469
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.775945
Graph Density : 0.0155617441530646
Modularity : 0.265403
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 278 Twitter users whose recent tweets contained "#caschat", 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 Wednesday, 20 November 2019 at 20:05 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 49-minute period from Monday, 11 November 2019 at 16:45 UTC to Wednesday, 20 November 2019 at 19:35 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #caschat
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://twitter.com/caschat_uk/status/1194329010026795010
[9] https://twitter.com/caschat_uk/status/1196675412241334274
[9] https://www.barefootcomputing.org/primary-computing-workshops
[8] https://twitter.com/caschat_uk/status/1194353672697704449
[6] https://twitter.com/caschat_uk/status/1194345368378626055
[6] https://www.barefootcomputing.org/
[6] https://www.teachwithict.com/21thingscs.html
[5] http://code-it.co.uk/itskills/
[5] https://twitter.com/CASNorth_land/status/1194352659723149312
[5] https://twitter.com/caschat_uk/status/1194144544863981568

Top URLs in Tweet in G1:
[9] https://twitter.com/caschat_uk/status/1194329010026795010
[7] https://twitter.com/caschat_uk/status/1196675412241334274
[6] https://www.teachwithict.com/21thingscs.html
[6] https://twitter.com/caschat_uk/status/1194353672697704449
[5] https://twitter.com/caschat_uk/status/1194345368378626055
[4] https://twitter.com/risingstarsedu/status/1196518607259406339
[4] https://twitter.com/CASNorth_land/status/1194352659723149312
[4] https://community.computingatschool.org.uk/events/7426
[3] https://twitter.com/caschat_uk/status/1194144544863981568
[3] https://twitter.com/caschat_uk/status/1196882844422955009

Top URLs in Tweet in G2:
[2] https://www.barefootcomputing.org/primary-computing-workshops
[1] http://sheffieldclc.net/report-computing-in-special-educational-needs-settings/
[1] http://sheffieldclc.net/sendcomputing/
[1] http://rpf.io/inclusion
[1] https://raspberrypi.workable.com/j/492C536171?viewed=true
[1] https://twitter.com/risingstarsedu/status/1196884679590383617
[1] https://twitter.com/caschat_uk/status/1196675412241334274
[1] https://blog.teachcomputing.org/national-centre-for-computing-education-teacher-survey/
[1] https://twitter.com/suesentance/status/1190300269491437569
[1] http://ncce.io/qucolob

Top URLs in Tweet in G3:
[5] https://twitter.com/caschat_uk/status/1194329010026795010
[4] https://www.barefootcomputing.org/primary-computing-workshops
[3] https://www.barefootcomputing.org/
[2] https://quickdraw.withgoogle.com/
[2] https://research.google.com/semantris
[2] https://twitter.com/caschat_uk/status/1194353672697704449
[2] https://twitter.com/katypotts/status/1194356495174885377
[2] https://twitter.com/caschat_uk/status/1194144544863981568
[1] https://www.slideshare.net/eurythmic/cognitive-load-improvements-to-data-representation-resources
[1] https://twitter.com/hannahtyreman/status/1196449911954382848

Top URLs in Tweet in G4:
[1] https://twitter.com/PennyCater/status/1194025742616666114
[1] https://twitter.com/UH_NCCE_RDP/status/1192090902958874624
[1] https://twitter.com/mrlaulearning/status/1189091996629159936
[1] https://twitter.com/UH_NCCE_RDP/status/1197160507637190656

Top URLs in Tweet in G5:
[3] https://twitter.com/micro_mag/status/1193147002634280960
[1] https://alwayscomputingblog.wordpress.com/2019/09/11/creating-art-with-code/
[1] https://twitter.com/alwayscomputing/status/1196384844361719810
[1] https://www.bbc.co.uk/programmes/m000bj15

Top URLs in Tweet in G6:
[5] http://code-it.co.uk/itskills/
[1] http://code-it.co.uk/goldapps/
[1] http://code-it.co.uk/goldtest/

Top URLs in Tweet in G7:
[1] http://edublocks.org
[1] https://www.whiteboardblog.co.uk/2013/10/makey-makey/
[1] https://twitter.com/caschat_uk/status/1196895672181678080
[1] http://iconohash.com/caschat/2019-11-19
[1] http://iconohash.com/CASchat/2019-11-12

Top URLs in Tweet in G8:
[1] https://bit.ly/googlebedfordshire
[1] https://bit.ly/googlekent

Top URLs in Tweet in G10:
[1] https://twitter.com/Hants_IoW_SLP/status/1192852416246505473

Top Domains
Top Domains in Tweet in Entire Graph:
[186] twitter.com
[19] barefootcomputing.org
[11] co.uk
[7] teachwithict.com
[4] org.uk
[3] bit.ly
[3] tes.com
[3] withgoogle.com
[3] risingstars-uk.com
[2] google.com

Top Domains in Tweet in G1:
[127] twitter.com
[9] barefootcomputing.org
[7] teachwithict.com
[4] org.uk
[3] risingstars-uk.com
[2] planetestream.com
[2] microbit.org
[1] code.org
[1] withgoogle.com
[1] microsoft.com

Top Domains in Tweet in G2:
[3] twitter.com
[2] sheffieldclc.net
[2] barefootcomputing.org
[1] rpf.io
[1] workable.com
[1] teachcomputing.org
[1] ncce.io
[1] bcs.org

Top Domains in Tweet in G3:
[45] twitter.com
[8] barefootcomputing.org
[2] withgoogle.com
[2] google.com
[1] slideshare.net
[1] bit.ly
[1] co.uk

Top Domains in Tweet in G4:
[4] twitter.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] wordpress.com
[1] co.uk

Top Domains in Tweet in G6:
[7] co.uk

Top Domains in Tweet in G7:
[2] iconohash.com
[1] edublocks.org
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G8:
[2] bit.ly

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[896] caschat
[95] computing
[16] csk8
[15] coding
[12] primaryrocks
[12] programming
[11] microbit
[9] kidsthatcode
[7] edtech
[7] ncce



Top Hashtags in Tweet in G1:
[684] caschat
[28] computing
[15] coding
[12] programming
[11] microbit
[9] primaryrocks
[9] kidsthatcode
[8] csk8
[5] edtech
[5] stem

Top Hashtags in Tweet in G2:
[39] computing
[12] caschat
[4] ncce
[2] cpd
[1] sendcomputing
[1] send
[1] teachcomputing
[1] stemuk

Top Hashtags in Tweet in G3:
[142] caschat
[13] computing
[3] crosscurricular
[3] a4
[3] barefoot
[2] barefootambassadors
[2] antibullyingweek
[2] nbpsresearch
[2] ipad
[1] cogscisci

Top Hashtags in Tweet in G4:
[11] computing
[11] caschat
[1] csk8
[1] ncce
[1] cpd
[1] redipswich

Top Hashtags in Tweet in G5:
[9] caschat
[1] primaryrocks
[1] primaryed
[1] computerscience

Top Hashtags in Tweet in G6:
[18] caschat
[7] csk8
[2] primaryrocks
[1] computing

Top Hashtags in Tweet in G7:
[8] caschat
[1] scratch
[1] edtech
[1] ukedchat
[1] edchat
[1] edchatie

Top Hashtags in Tweet in G8:
[3] caschat
[2] chromebookedu
[1] googleedu
[1] gsuite
[1] edutwitter
[1] chromeos

Top Hashtags in Tweet in G9:
[1] oldhamhour
[1] caschat

Top Hashtags in Tweet in G10:
[2] caschat
[2] sltchat
[2] careers

Top Words
Top Words in Tweet in Entire Graph:
[966] Words in Sentiment List#1: Positive
[232] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[20956] Non-categorized Words
[22154] Total Words
[1108] #caschat
[208] drchips_
[168] caschat_uk
[123] join
[119] one

Top Words in Tweet in G1:
[793] #caschat
[155] drchips_
[130] caschat_uk
[99] risingstarsedu
[98] step
[95] join
[76] code
[66] great
[63] barefootcomp
[60] one

Top Words in Tweet in G2:
[55] #caschat
[43] wearecomputing
[42] #computing
[39] up
[38] amazing
[38] now
[37] ve
[37] developed
[37] online
[37] training

Top Words in Tweet in G3:
[173] #caschat
[53] drchips_
[47] barefootcomp
[34] caschat_uk
[30] evening
[24] join
[17] out
[17] amazing
[17] 8pm
[16] tonight

Top Words in Tweet in G4:
[24] #caschat
[17] primary
[14] uniofherts
[14] stem_uh
[11] lots
[11] #computing
[8] fun
[8] redfernelec
[8] crumble
[8] creations

Top Words in Tweet in G5:
[16] #caschat
[7] drawing
[7] alien
[7] wide
[6] art
[6] code
[6] anyone
[6] currently
[6] messing
[6] twitter

Top Words in Tweet in G6:
[22] #caschat
[12] #csk8
[10] primary
[8] schools
[8] #primaryrocks
[6] tonight
[5] training
[5] slides
[5] methods
[5] thoughts

Top Words in Tweet in G7:
[8] #caschat
[2] use
[2] now
[2] makey
[2] daily
[2] conversation
[2] report
[2] ready
[2] nov

Top Words in Tweet in G8:
[4] #caschat
[4] googleforedu
[4] teaching
[2] hey
[2] holding
[2] events
[2] bedfordshire
[2] kent
[2] 4th
[2] 5th

Top Words in Tweet in G9:
[6] more
[3] week
[3] pictures
[3] staff
[3] meetings
[3] delivered
[3] filmmaking
[3] workshop
[3] oldhamlibraries
[3] unplugged

Top Words in Tweet in G10:
[2] stem
[2] teachers
[2] senior
[2] leaders
[2] anyone
[2] interested
[2] supporting
[2] careers
[2] #caschat
[2] #sltchat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[69] join,#caschat
[69] caschat_uk,drchips_
[58] #caschat,wearecomputing
[57] looking,forward
[51] ve,developed
[51] developed,online
[51] online,training
[51] training,course
[51] course,#computing
[51] #computing,educators

Top Word Pairs in Tweet in G1:
[56] join,#caschat
[56] caschat_uk,drchips_
[40] looking,forward
[38] please,join
[30] code,along
[29] live,code
[27] learn,code
[23] glad,join
[22] adam,chase
[20] chase,_geekyteacher

Top Word Pairs in Tweet in G2:
[39] #caschat,wearecomputing
[37] ve,developed
[37] developed,online
[37] online,training
[37] training,course
[37] course,#computing
[37] #computing,educators
[37] educators,accessibility
[37] accessibility,send
[37] send,amazing

Top Word Pairs in Tweet in G3:
[14] looking,forward
[13] 8pm,gmt
[13] caschat_uk,drchips_
[11] things,barefootcomp
[11] join,#caschat
[11] #caschat,tonight
[9] hosting,#caschat
[9] amazing,drchips_
[9] really,looking
[8] please,join

Top Word Pairs in Tweet in G4:
[8] lots,fun
[8] fun,redfernelec
[8] redfernelec,crumble
[8] crumble,creations
[8] creations,combining
[8] combining,dt
[8] dt,#computing
[8] #computing,primary
[8] primary,bed
[8] bed,programme

Top Word Pairs in Tweet in G5:
[6] anyone,currently
[6] currently,messing
[6] messing,twitter
[6] twitter,instead
[6] instead,teaching
[6] teaching,help
[6] help,out
[6] out,reply
[6] reply,little
[6] little,drawing

Top Word Pairs in Tweet in G6:
[12] #caschat,#csk8
[8] primary,schools
[5] thoughts,improving
[5] improving,provision
[5] provision,primary
[5] schools,towards
[5] towards,connectivist
[5] connectivist,approach
[5] approach,#caschat
[5] #csk8,#primaryrocks

Top Word Pairs in Tweet in G7:
[2] daily,conversation
[2] conversation,report
[2] report,ready
[2] ready,#caschat
[2] #caschat,nov

Top Word Pairs in Tweet in G8:
[2] hey,#caschat
[2] #caschat,holding
[2] holding,events
[2] events,bedfordshire
[2] bedfordshire,kent
[2] kent,4th
[2] 4th,5th
[2] 5th,december
[2] december,show
[2] show,googleforedu

Top Word Pairs in Tweet in G9:
[3] week,pictures
[3] pictures,staff
[3] staff,meetings
[3] meetings,delivered
[3] delivered,filmmaking
[3] filmmaking,workshop
[3] workshop,oldhamlibraries
[3] oldhamlibraries,unplugged
[3] unplugged,coding
[3] coding,lessons

Top Word Pairs in Tweet in G10:
[2] stem,teachers
[2] teachers,senior
[2] senior,leaders
[2] leaders,anyone
[2] anyone,interested
[2] interested,supporting
[2] supporting,careers
[2] careers,#caschat
[2] #caschat,#sltchat
[2] #sltchat,#careers

Top Replied-To
Top Replied-To in Entire Graph:
@caschat_uk
@drchips_
@risingstarsedu
@vanderpere
@adamsonjulia
@janewaite
@missmacict
@hubncce
@teachallaboutit
@sneekylinux

Top Replied-To in G1:
@caschat_uk
@drchips_
@risingstarsedu
@vanderpere
@adamsonjulia
@hubncce
@teachallaboutit
@janewaite
@missmacict
@sneekylinux

Top Replied-To in G2:
@pddring
@wccshub
@isaaccompsci
@baggiepr
@suesentance
@mberry

Top Replied-To in G3:
@drchips_
@caschat_uk
@missmacict
@janewaite
@ddr333
@hodge_jo
@adamsonjulia
@misscullenteach
@mrmict
@eyfsryder

Top Replied-To in G5:
@alwayscomputing

Top Mentioned
Top Mentioned in Entire Graph:
@drchips_
@barefootcomp
@wearecomputing
@caschat_uk
@risingstarsedu
@_geekyteacher
@catherinelliott
@casinclude
@compatsch
@adamsonjulia

Top Mentioned in G1:
@drchips_
@risingstarsedu
@barefootcomp
@caschat_uk
@_geekyteacher
@wearecomputing
@compatsch
@adamsonjulia
@ddr333
@vanderpere

Top Mentioned in G2:
@wearecomputing
@catherinelliott
@casinclude
@cambridge_cl
@queenscam
@barefootcomp
@sroberts_ncce
@isaaccompsci
@adamsonjulia
@tigwilliams

Top Mentioned in G3:
@barefootcomp
@drchips_
@caschat_uk
@compatsch
@wearecomputing
@janewaite
@risingstarsedu
@catherinelliott
@casinclude
@cas_wirral

Top Mentioned in G4:
@uniofherts
@stem_uh
@redfernelec
@uh_education
@hertfordshirecs
@uh_ncce_rdp
@compatsch
@scratch
@pennycater
@wearecomputing

Top Mentioned in G5:
@scratch

Top Mentioned in G6:
@catherinelliott
@casinclude
@wearecomputing
@caschat_uk

Top Mentioned in G8:
@googleforedu
@jecomputing
@cas_manchester
@caschat_uk

Top Mentioned in G9:
@oldhamlibraries
@teamgreenacres1
@tecmcr

Top Mentioned in G10:
@careerent
@stemlearninguk
@stemlearning_as

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@digitalmaverick
@hardistymark
@5naureen
@oldham_hour
@iconohash
@spud01au
@edutopia
@oliverquinlan
@scottturneruon

Top Tweeters in G1:
@aaroncuddeback
@digitalmaverick
@5naureen
@scottturneruon
@grahamandre
@clcsimon
@scas
@mrgprimary
@mrheadprimary
@teknoteacher

Top Tweeters in G2:
@spud01au
@oliverquinlan
@alfredtwo
@fth_nix
@mberry
@uniofbath
@innovativeteach
@thetuftii
@pegleggen
@missphilbin

Top Tweeters in G3:
@blueplaquebot
@priscigeeks
@hailaioverlords
@kirstymcfaul
@wakelet
@compatsch
@purplemash
@hopscotch
@activ8thinking
@hengehall

Top Tweeters in G4:
@uniofherts
@ttsresources
@boswellscomp
@computingchamps
@southcentralslp
@hertfordshirecs
@drejwhite_herts
@redfernelec
@ingledew_j
@arnold_hamish

Top Tweeters in G5:
@congerjan
@heeedt
@davidames
@forrishilier
@alwayscomputing
@teachescompsci
@drfootleg
@raspikidd
@bethpascal1
@micro_mag

Top Tweeters in G6:
@hardistymark
@baggiepr
@csf0961
@diane_levitt
@jonaudain
@elejurado
@alanbrycecross
@djmaidens
@dburro03
@cooperteaching

Top Tweeters in G7:
@iconohash
@dannynic
@mracolley
@teslagirls2
@markfromlondon
@edulee92
@rohini_u_shah

Top Tweeters in G8:
@googleforedu
@jayneokell
@vitalizeit
@jecomputing
@stubrown71

Top Tweeters in G9:
@oldham_hour
@oldhamlibraries
@tecmcr
@teamgreenacres1
@computing_reddy

Top Tweeters in G10:
@stemlearninguk
@careerent
@_thomas_lange
@stemlearning_as
@crcsoutheast


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