#caschat, Twitter, 7/4/2020 4:24:18 PM, 230219


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#caschat Twitter NodeXL SNA Map and Report for Saturday, 04 July 2020 at 16:21 UTC
#caschat Twitter NodeXL SNA Map and Report for Saturday, 04 July 2020 at 16:21 UTC
From:
scottturneruon
Uploaded on:
July 04, 2020
Short Description:
#caschat via NodeXL https://bit.ly/3f19feL
@ddr333
@gr8ict
@caschat_uk
@clcsimon
@googleforedu
@computingchamps
@tsuiallen
@casmidlands
@wearecomputing
@janewaite

Top hashtags:
#caschat
#computing
#casvirtual20
#csk8
#edtech
#pedagogy
#csedresearchbookclub

Description:
Description
The graph represents a network of 199 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 Saturday, 04 July 2020 at 16:22 UTC.

The tweets in the network were tweeted over the 7-day, 9-hour, 0-minute period from Friday, 26 June 2020 at 10:35 UTC to Friday, 03 July 2020 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 : 199
Unique Edges : 479
Edges With Duplicates : 650
Total Edges : 1129
Number of Edge Types : 5
Retweet : 190
Tweet : 122
Replies to : 222
Mentions : 325
MentionsInRetweet : 270
Self-Loops : 129
Reciprocated Vertex Pair Ratio : 0.170212765957447
Reciprocated Edge Ratio : 0.290909090909091
Connected Components : 14
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 160
Maximum Edges in a Connected Component : 1071
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.962086
Graph Density : 0.0153545505304299
Modularity : 0.297795
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 199 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 Saturday, 04 July 2020 at 16:22 UTC.

The tweets in the network were tweeted over the 7-day, 9-hour, 0-minute period from Friday, 26 June 2020 at 10:35 UTC to Friday, 03 July 2020 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:
[9] https://docs.google.com/spreadsheets/d/1pUlSxWtckCPxvBnZsPpToi4aSbZtOLskqsuvgpY4Hlk/edit?usp=sharing
[8] https://www.gov.uk/government/publications/education-for-a-connected-world
[5] https://twitter.com/caschat_uk/status/1278044633755516930
[5] https://twitter.com/caschat_uk/status/1278004871665381377
[4] https://community.computingatschool.org.uk/events/8206
[3] https://twitter.com/caschat_uk/status/1278047401870102528
[3] https://twitter.com/caschat_uk/status/1278041865724583936
[3] https://twitter.com/caschat_uk/status/1278040609455058945
[3] https://www.tes.com/jobs/vacancy/teacher-of-computer-science-part-time-manchester-1341156
[2] https://learningdust.libsyn.com/learningdust-9-miles-berry

Top URLs in Tweet in G1:
[9] https://docs.google.com/spreadsheets/d/1pUlSxWtckCPxvBnZsPpToi4aSbZtOLskqsuvgpY4Hlk/edit?usp=sharing
[4] https://twitter.com/caschat_uk/status/1278004871665381377
[2] https://twitter.com/caschat_uk/status/1278044633755516930
[2] https://twitter.com/caschat_uk/status/1278040609455058945
[1] https://docs.google.com/spreadsheets/d/1pUlSxWtckCPxvBnZsPpToi4aSbZtOLskqsuvgpY4Hlk/edit
[1] https://twitter.com/caschat_uk/status/1278041865724583936
[1] https://twitter.com/caschat_uk/status/1278047401870102528
[1] https://twitter.com/caschat_uk/status/1278050170228400129
[1] https://twitter.com/caschat_uk/status/1278052938259337225
[1] http://www.gr8computing.com/

Top URLs in Tweet in G2:
[4] https://community.computingatschool.org.uk/events/8206
[3] https://twitter.com/caschat_uk/status/1278044633755516930
[2] https://twitter.com/caschat_uk/status/1278041865724583936
[2] https://twitter.com/caschat_uk/status/1278047401870102528
[1] https://twitter.com/gr8ict/status/1278047499580817410
[1] https://twitter.com/DdR333/status/1278041357014237187
[1] https://twitter.com/TsuiAllen/status/1278043957780459530
[1] https://twitter.com/DdR333/status/1278045252285317123
[1] https://twitter.com/caschat_uk/status/1278050170228400129
[1] https://twitter.com/caschat_uk/status/1278052938259337225

Top URLs in Tweet in G3:
[6] https://www.gov.uk/government/publications/education-for-a-connected-world
[2] http://code-it.co.uk/gold/
[1] https://twitter.com/janewaite/status/1277948240948846592
[1] https://www.teachwithict.com/python_tutorials.html
[1] https://twitter.com/abhishek__AI/status/1277813623931338752
[1] https://www.youtube.com/watch?v=XkeySIpWHiQ&app=desktop

[1] https://twitter.com/casmidlands/status/1277569072163676161
[1] https://twitter.com/CEOPUK/status/1277989048745955329
[1] https://twitter.com/compatsch/status/1278674819156934656
[1] https://sls.hias.hants.gov.uk/course/index.php?categoryid=57

Top URLs in Tweet in G4:
[2] https://community.computingatschool.org.uk/official_events/8088
[1] https://www.tes.com/news/fake-news-dfe-struggling-take-lead-digital-literacy-need
[1] https://twitter.com/janewaite/status/1278764405765832707
[1] https://twitter.com/DenbighCPD/status/1278329809756659712
[1] http://centralfutures.co.uk/
[1] https://twitter.com/Gripweed1/status/1271371395927363585

Top URLs in Tweet in G5:
[1] https://blog.repl.it/teams-for-education
[1] https://repl.it/
[1] https://twitter.com/jmattmiller/status/1276602115222376448

Top URLs in Tweet in G7:
[1] https://www.ictforeducation.co.uk/articles/taking-robotics-teaching-in-computer-science-digital.html

Top URLs in Tweet in G8:
[2] https://learningdust.libsyn.com/learningdust-9-miles-berry
[1] https://twitter.com/Activ8Thinking/status/1278819185146150913
[1] https://twitter.com/learningdust/status/1278307281193652227
[1] https://twitter.com/OFalafel/status/1277681389144608771

Top URLs in Tweet in G9:
[1] https://drive.google.com/drive/folders/1X6EGJyCffqIxOdLfF-oIEjJXEB6kNzK_?usp=sharing
[1] https://drive.google.com/drive/folders/1kZgwT1UZ-Tls-MzXvTPFfWkYWkB_xUI-?usp=sharing

Top URLs in Tweet in G10:
[2] https://singlevoicesglobalchoices.wordpress.com/join-us/
[1] https://twitter.com/NorthMCRStem/status/1277713243373481987
[1] https://iconohash.com:443/caschat/2020-06-30

Top Domains
Top Domains in Tweet in Entire Graph:
[78] twitter.com
[12] google.com
[9] gov.uk
[9] org.uk
[6] co.uk
[4] tes.com
[3] gr8computing.com
[2] youtube.com
[2] libsyn.com
[2] wordpress.com

Top Domains in Tweet in G1:
[30] twitter.com
[10] google.com
[2] gr8computing.com
[2] org.uk
[1] code.org
[1] gov.uk
[1] teachwithict.com
[1] careersportal.ie
[1] forms.gle
[1] engineeringuk.com

Top Domains in Tweet in G2:
[33] twitter.com
[4] org.uk
[1] code.org
[1] gr8computing.com
[1] penjee.com
[1] gov.uk
[1] list-manage.com

Top Domains in Tweet in G3:
[7] gov.uk
[6] twitter.com
[2] co.uk
[2] youtube.com
[1] teachwithict.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] org.uk
[1] tes.com
[1] co.uk

Top Domains in Tweet in G5:
[2] repl.it
[1] twitter.com

Top Domains in Tweet in G7:
[1] co.uk

Top Domains in Tweet in G8:
[3] twitter.com
[2] libsyn.com

Top Domains in Tweet in G9:
[2] google.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[395] caschat
[19] computing
[7] casvirtual20
[7] csk8
[5] edtech
[5] pedagogy
[5] csedresearchbookclub
[5] learningdust
[5] gcsecomputing
[5] scratch



Top Hashtags in Tweet in G1:
[140] caschat
[1] ict
[1] computerscience
[1] headofdepartment
[1] adviceplease
[1] stem
[1] steam
[1] makered
[1] pyhon
[1] csk8

Top Hashtags in Tweet in G2:
[195] caschat
[5] casvirtual20
[4] computing
[2] stemambassadors
[1] dshplay
[1] primaryrocks
[1] primarycomputing
[1] workingfromhome
[1] tinyvoicetuesdayunites
[1] stem

Top Hashtags in Tweet in G3:
[17] caschat
[6] csk8
[3] computing
[2] hias
[2] hampshire
[2] crumble
[1] primaryrocks
[1] pyhon
[1] cs4all
[1] casathome

Top Hashtags in Tweet in G4:
[13] caschat
[5] csedresearchbookclub
[2] computing
[2] casvirtual20
[1] cpd
[1] pshe
[1] timetoteach
[1] casvirtual2020
[1] teaching

Top Hashtags in Tweet in G5:
[4] caschat
[1] ipads
[1] chromebooks
[1] pedagogy
[1] edutwitter

Top Hashtags in Tweet in G6:
[2] adviceplease
[1] twitter
[1] caschat
[1] appleeduchat

Top Hashtags in Tweet in G7:
[5] computing
[5] scratch
[1] pythonprogramming
[1] cs
[1] caschat
[1] coding

Top Hashtags in Tweet in G8:
[6] caschat
[5] learningdust
[3] computing
[3] edtech
[3] pedagogy
[2] cpd
[2] ukedchat
[1] computerscience
[1] compiting
[1] tech

Top Hashtags in Tweet in G9:
[5] gcsecomputing
[2] retrieval
[2] caschat

Top Hashtags in Tweet in G10:
[5] caschat
[2] edutwitter
[2] singlevoicesglobalchoices
[2] behaviourchat
[2] asechat
[2] engchat
[2] ukrechat
[1] stem
[1] bbcyourquestion
[1] computing

Top Words
Top Words in Tweet in Entire Graph:
[522] #caschat
[118] caschat_uk
[109] gr8ict
[107] careers
[78] computing
[78] join
[71] students
[59] great
[56] please
[51] ddr333

Top Words in Tweet in G1:
[178] #caschat
[53] caschat_uk
[51] careers
[41] gr8ict
[34] join
[31] students
[30] computing
[19] school
[19] please
[17] s

Top Words in Tweet in G2:
[237] #caschat
[64] gr8ict
[59] caschat_uk
[51] careers
[37] ddr333
[34] join
[31] please
[30] computing
[29] school
[28] students

Top Words in Tweet in G3:
[31] #caschat
[16] s
[9] #csk8
[8] task
[8] well
[6] seems
[6] updated
[6] version
[6] education
[6] connected

Top Words in Tweet in G4:
[24] #caschat
[15] assessment
[10] great
[10] everybody
[10] janewaite
[9] fantastic
[8] wearecomputing
[7] computing
[6] time
[6] here

Top Words in Tweet in G5:
[9] 1
[8] devices
[8] #caschat
[6] googleforedu
[4] anyone
[4] direct
[4] case
[4] studies
[4] deployment
[4] primary

Top Words in Tweet in G6:
[2] installing
[2] apple
[2] mdm
[2] over
[2] summer
[2] things
[2] look
[2] out
[2] #adviceplease
[2] caschat_uk

Top Words in Tweet in G7:
[5] vexcode
[5] vr
[5] created
[5] support
[5] continued
[5] #computing
[5] learning
[5] remote
[5] student
[5] access

Top Words in Tweet in G8:
[10] #caschat
[9] episode
[6] new
[5] #learningdust
[5] #edtech
[5] #pedagogy
[5] building
[5] staff
[5] confidence
[5] purpose

Top Words in Tweet in G9:
[5] #gcsecomputing
[5] now
[5] started
[5] 277
[5] here
[5] #caschat
[4] making
[3] folk
[3] those
[3] planning

Top Words in Tweet in G10:
[6] #caschat
[2] best
[2] #edutwitter
[2] ipads
[2] solution
[2] join
[2] global
[2] adventure
[2] #singlevoicesglobalchoices
[2] #behaviourchat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[47] caschat_uk,gr8ict
[32] please,join
[27] computer,science
[26] careers,computing
[23] #caschat,8pm
[23] 8pm,bst
[23] bst,awesome
[23] awesome,gr8ict
[23] gr8ict,exploring
[23] exploring,careers

Top Word Pairs in Tweet in G1:
[23] caschat_uk,gr8ict
[15] careers,computing
[14] please,join
[13] #caschat,8pm
[13] 8pm,bst
[13] bst,awesome
[13] awesome,gr8ict
[13] gr8ict,exploring
[13] exploring,careers
[13] computing,hope

Top Word Pairs in Tweet in G2:
[23] caschat_uk,gr8ict
[14] please,join
[11] caschat_uk,#caschat
[11] computer,science
[10] careers,advice
[10] glad,join
[10] join,#caschat
[10] #casvirtual20,#caschat
[9] careers,computing
[8] #caschat,8pm

Top Word Pairs in Tweet in G3:
[9] #caschat,#csk8
[6] seems,s
[6] s,updated
[6] updated,version
[6] version,education
[6] education,connected
[6] connected,world
[6] world,s
[6] s,released
[6] released,today

Top Word Pairs in Tweet in G4:
[6] great,discussion
[6] formative,assessment
[5] fantastic,time
[5] time,#csedresearchbookclub
[5] #csedresearchbookclub,great
[5] discussion,semantic
[5] semantic,transfer
[5] transfer,programming
[5] programming,languages
[5] languages,thanks

Top Word Pairs in Tweet in G5:
[4] anyone,direct
[4] direct,case
[4] case,studies
[4] studies,deployment
[4] deployment,1
[4] 1,1
[4] 1,devices
[4] devices,primary
[4] primary,informal
[4] informal,advice

Top Word Pairs in Tweet in G6:
[2] installing,apple
[2] apple,mdm
[2] mdm,over
[2] over,summer
[2] summer,things
[2] things,look
[2] look,out
[2] out,#adviceplease
[2] #adviceplease,caschat_uk
[2] caschat_uk,eatsleepictrpt

Top Word Pairs in Tweet in G7:
[5] vexcode,vr
[5] vr,created
[5] created,support
[5] support,continued
[5] continued,#computing
[5] #computing,learning
[5] learning,remote
[5] remote,student
[5] student,access
[5] access,code

Top Word Pairs in Tweet in G8:
[5] #learningdust,episode
[5] building,staff
[5] staff,confidence
[4] new,episode
[3] episode,alert
[3] alert,upconfidencing
[3] upconfidencing,#learningdust
[3] episode,9
[3] 9,mberry
[3] mberry,joins

Top Word Pairs in Tweet in G9:
[3] #gcsecomputing,folk
[3] folk,those
[3] those,now
[3] now,started
[3] started,planning
[3] planning,next
[3] next,year
[3] year,missed
[3] missed,first
[3] first,time

Top Word Pairs in Tweet in G10:
[2] #edutwitter,#caschat
[2] join,global
[2] global,adventure
[2] adventure,#singlevoicesglobalchoices
[2] #singlevoicesglobalchoices,#behaviourchat
[2] #behaviourchat,#asechat
[2] #asechat,#engchat
[2] #engchat,#ukrechat
[2] #ukrechat,#lrnscichat
[2] #lrnscichat,#bettchat

Top Replied-To
Top Replied-To in Entire Graph:
@caschat_uk
@ddr333
@gr8ict
@rcoultart
@tsuiallen
@sneekylinux
@casmidlands
@scottturneruon
@clg7179
@mreliotwilliams

Top Replied-To in G1:
@caschat_uk
@tsuiallen
@rcoultart
@fusdigitech
@ddr333
@sneekylinux
@clg7179
@scottturneruon
@computinghubsom
@gr8ict

Top Replied-To in G2:
@caschat_uk
@ddr333
@gr8ict
@sneekylinux
@rcoultart
@casmidlands
@tsuiallen
@scottturneruon
@mreliotwilliams
@vanderpere

Top Replied-To in G3:
@teacherpaul1978
@clg7179
@tsuiallen

Top Replied-To in G4:
@caschat_uk
@eatsleepictrpt

Top Mentioned
Top Mentioned in Entire Graph:
@gr8ict
@caschat_uk
@compatsch
@ddr333
@janewaite
@tsuiallen
@wearecomputing
@codeclub
@sneekylinux
@casmidlands

Top Mentioned in G1:
@gr8ict
@caschat_uk
@compatsch
@appsforgood
@suesentance
@iamkatharinec
@ddr333
@thisiseng
@tsuiallen
@archivesit

Top Mentioned in G2:
@gr8ict
@compatsch
@caschat_uk
@ddr333
@janewaite
@codeclub
@stnicholas120
@sneekylinux
@casmidlands
@tsuiallen

Top Mentioned in G3:
@dimchurch
@baggiepr
@gogeocaching
@compatsch
@geocachetalk
@mrlaulearning
@mrheadprimary
@ddr333
@sneekylinux
@tsuiallen

Top Mentioned in G4:
@janewaite
@wearecomputing
@etheltshukudu
@ictlinks
@nalooker
@yotadimitriadi
@putteridgehsch
@computinghubbao
@utcbaker
@denbighhigh

Top Mentioned in G5:
@googleforedu
@wearecomputing
@mseducationuk
@appleedu
@replit
@peardeck
@quizizz
@quizlet
@canvaedu
@gr8ict

Top Mentioned in G6:
@apple
@caschat_uk
@eatsleepictrpt
@brentrtc
@duck_star
@computingdawn
@ddr333
@darrenmurphy
@donnamshah
@iconlearningict

Top Mentioned in G7:
@ictforeducation
@colytongrammar

Top Mentioned in G8:
@mberry
@roehamptonuni
@learningdust

Top Mentioned in G9:
@87history

Top Tweeters
Top Tweeters in Entire Graph:
@bar_zie
@hardistymark
@ictevangelist
@drlucyrogers
@ml_tweet_bot
@drahmadbazzi
@iconohash
@markj_ohnson
@scottturneruon
@clcsimon

Top Tweeters in G1:
@hardistymark
@ml_tweet_bot
@dcsenior2020
@imascientist
@coderdojo
@yallsop
@appsforgood
@ddr333
@bcs
@heeedt

Top Tweeters in G2:
@drlucyrogers
@scottturneruon
@popey
@amazingict
@makercupboard
@allaboutstem
@john_idol
@teamkano
@mayoroflondon
@manmetuni

Top Tweeters in G3:
@ictevangelist
@clcsimon
@geocachingtweet
@mrheadprimary
@katypotts
@baggiepr
@gogeocaching
@dimchurch
@mraharrisoncs
@andyjconnell

Top Tweeters in G4:
@ukscreenskills
@mrlaulearning
@chilternlt
@ictlinks
@denbighhigh
@mwimpennys
@darcyprior
@_thomas_lange
@putteridgehsch
@southcentralslp

Top Tweeters in G5:
@peardeck
@alwayscomputing
@googleforedu
@mseducationuk
@missmacict
@quizizz
@duck_star
@donnylives
@quizlet
@replit

Top Tweeters in G6:
@donnamshah
@computingdawn
@eatsleepictrpt
@computingmissa
@iconlearningict
@darrenmurphy
@brentrtc
@apple

Top Tweeters in G7:
@drahmadbazzi
@codingninjabot
@steve_fctuning
@colytongrammar
@ictforeducation
@vexroboticsuk
@tempestrobotics

Top Tweeters in G8:
@markj_ohnson
@mberry
@roehamptonuni
@mracolley
@activ8thinking
@learningdust

Top Tweeters in G9:
@urban_teacher
@87history
@gripweed1
@samawonuga
@teachbutler

Top Tweeters in G10:
@bar_zie
@iconohash
@mrslmj
@sparky_sparkj
@schoolotblog


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