caschat, Twitter, 9/11/2020 6:15:02 PM, 234975


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caschat
caschat
From:
scottturneruon
Uploaded on:
September 11, 2020
Short Description:
caschat via NodeXL https://bit.ly/33nKx3k
@caschat_uk
@clcsimon
@mrlaulearning
@compatsch
@baggiepr
@catherinelliott
@hodge_jo
@tsuiallen
@mracolley
@teachallaboutit

Top hashtags:
#caschat
#computing
#computerscience
#teaching
#primaryrocks
#education
#ukedchat

Description:
Description
The graph represents a network of 320 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 Friday, 11 September 2020 at 18:10 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 19-minute period from Thursday, 03 September 2020 at 08:06 UTC to Friday, 11 September 2020 at 17:25 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 Fruchterman-Reingold layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 320
Unique Edges : 1028
Edges With Duplicates : 1545
Total Edges : 2573
Number of Edge Types : 5
Tweet : 218
Retweet : 587
Replies to : 373
MentionsInRetweet : 765
Mentions : 630
Self-Loops : 230
Reciprocated Vertex Pair Ratio : 0.173512154233026
Reciprocated Edge Ratio : 0.295714285714286
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 305
Maximum Edges in a Connected Component : 2556
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.904455
Graph Density : 0.0137147335423197
Modularity : 0.249986
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 320 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 Friday, 11 September 2020 at 18:10 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 19-minute period from Thursday, 03 September 2020 at 08:06 UTC to Friday, 11 September 2020 at 17:25 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 Fruchterman-Reingold 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[22] https://twitter.com/caschat_uk/status/1303411280938582017
[21] https://community.computingatschool.org.uk/official_events/8374
[19] https://twitter.com/caschat_uk/status/1303418075539279874
[13] https://twitter.com/caschat_uk/status/1303415810971533318
[11] https://community.computingatschool.org.uk/official_events/8193
[10] https://twitter.com/caschat_uk/status/1303409016396161025
[10] https://docs.repl.it/curriculum/introPython
[10] https://twitter.com/CAS_NorthWest/status/1297885041763201031
[10] https://www.routledge.com/Teaching-Computing-in-Secondary-Schools-A-Practical-Handbook/Lau/p/book/9781138238060
[10] https://quizlet.com/en-gb/content/ocr-gcse-computer-science-resources

Top URLs in Tweet in G1:
[13] https://twitter.com/caschat_uk/status/1303411280938582017
[9] https://twitter.com/caschat_uk/status/1303418075539279874
[7] https://twitter.com/caschat_uk/status/1303413545925832710
[6] https://twitter.com/caschat_uk/status/1303415810971533318
[5] https://community.computingatschool.org.uk/official_events/8374
[4] https://twitter.com/caschat_uk/status/1303409016396161025
[3] https://tinyurl.com/deepdivecomp
[3] https://tinyurl.com/secdeepdive
[3] https://community.computingatschool.org.uk/official_events/8193
[3] https://twitter.com/caschat_uk/status/1303410232819843072

Top URLs in Tweet in G2:
[9] http://code-it.co.uk/wp-content/uploads/2020/09/onlineCPDready.pdf
[9] https://community.computingatschool.org.uk/official_events/8374
[4] https://twitter.com/CompAtSch/status/1301881561281966081
[3] http://code-it.co.uk/goldshape/
[3] https://twitter.com/caschat_uk/status/1303418075539279874
[3] https://twitter.com/catherinelliott/status/1303416365001437185
[2] https://twitter.com/techinsider/status/1302207477308588034
[2] https://twitter.com/Baggiepr/status/1303220642783940608
[2] http://philbagge.blogspot.com/2015/10/attitudes-to-computing-dispelling.html?m=1
[2] https://twitter.com/caschat_uk/status/1303415810971533318

Top URLs in Tweet in G3:
[7] https://twitter.com/caschat_uk/status/1303411280938582017
[6] https://twitter.com/caschat_uk/status/1303418075539279874
[5] https://twitter.com/caschat_uk/status/1303415810971533318
[5] https://www.techmentor.uk/blog/book-now-free-remotely-delivered-ncce-courses-from-the-north-midlands-computing-hub
[4] https://twitter.com/caschat_uk/status/1303409016396161025
[4] https://buff.ly/35i36bN
[3] https://docs.google.com/forms/d/e/1FAIpQLSeSmjJgi5jsUI0u6AxUR-FmEkudj-jgeGYLAVumaHgxGiIEIw/viewform
[2] https://twitter.com/adamsonjulia/status/1303417386838773761
[2] https://twitter.com/caschat_uk/status/1303413545925832710
[2] https://twitter.com/caschat_uk/status/1303420340471836675

Top URLs in Tweet in G4:
[10] https://docs.repl.it/curriculum/introPython
[7] https://docs.repl.it/curriculum/introHTMLCSS
[7] https://twitter.com/ScullionToni/status/1302333440428310528
[5] https://twitter.com/LewisBinnie1/status/1303791737488510977
[4] https://twitter.com/Scot_WIT/status/1302914835726897152
[3] https://community.computingatschool.org.uk/official_events/8355
[2] https://twitter.com/gr8ict/status/1303421037917409281
[1] https://twitter.com/ian_livingstone/status/1304470915632320512?s=20
[1] https://twitter.com/caschat_uk/status/1303411280938582017
[1] https://twitter.com/caschat_uk/status/1303409016396161025

Top URLs in Tweet in G5:
[10] https://www.routledge.com/Teaching-Computing-in-Secondary-Schools-A-Practical-Handbook/Lau/p/book/9781138238060

Top URLs in Tweet in G6:
[8] https://quizlet.com/en-gb/content/ocr-gcse-computer-science-resources
[4] http://bit.ly/IntroPrimComp
[4] https://twitter.com/ComputingHubNE/status/1299411063923003392
[3] http://bit.ly/FundCompNet
[2] https://community.computingatschool.org.uk/official_events/8374
[2] https://twitter.com/casnortheast/status/1303012078438014977
[2] https://scratch.mit.edu/projects/423462273/
[1] http://bit.ly/CHlink01
[1] https://twitter.com/CompAtSch/status/1301881561281966081
[1] https://bit.ly/2R7Dczr

Top URLs in Tweet in G7:
[7] https://community.computingatschool.org.uk/official_events/8193
[3] https://www.eventbrite.co.uk/e/a-level-computer-science-teachmeet-tickets-115222361184
[2] https://tinyurl.com/deepdivecomp
[2] https://tinyurl.com/secdeepdive
[1] https://community.computingatschool.org.uk/official_events/8374

Top URLs in Tweet in G8:
[6] https://twitter.com/CAS_NorthWest/status/1297885041763201031
[3] https://twitter.com/hodge_jo/status/1302485351009783810
[1] https://twitter.com/CAS_NorthWest/status/1304085313766256641
[1] https://community.computingatschool.org.uk/official_events/8374

Top URLs in Tweet in G9:
[5] https://www.southampton.ac.uk/mslc/secondary/ncce-itt-offer.page
[1] http://code-it.co.uk/wp-content/uploads/2020/09/onlineCPDready.pdf
[1] https://twitter.com/CompAtSch/status/1301881561281966081

Top URLs in Tweet in G10:
[1] https://twitter.com/caschat_uk/status/1303212722595803138

Top Domains
Top Domains in Tweet in Entire Graph:
[255] twitter.com
[42] org.uk
[24] co.uk
[17] repl.it
[15] bit.ly
[12] tinyurl.com
[10] routledge.com
[10] quizlet.com
[6] buff.ly
[6] techmentor.uk

Top Domains in Tweet in G1:
[112] twitter.com
[11] org.uk
[6] tinyurl.com
[3] bit.ly
[2] buff.ly
[1] sky.com
[1] teachwithict.com
[1] techmentor.uk
[1] quizlet.com
[1] co.uk

Top Domains in Tweet in G2:
[33] twitter.com
[16] co.uk
[10] org.uk
[2] blogspot.com
[1] boredteachers.com
[1] wordpress.com
[1] sky.com
[1] craigndave.org
[1] commonsense.org
[1] google.com

Top Domains in Tweet in G3:
[60] twitter.com
[6] org.uk
[5] techmentor.uk
[4] buff.ly
[3] google.com
[2] tinyurl.com
[2] j2bloggy.com
[1] gr8computing.com
[1] teachwithict.com
[1] is.gd

Top Domains in Tweet in G4:
[25] twitter.com
[17] repl.it
[4] org.uk
[2] bit.ly
[1] quizlet.com
[1] debian.org
[1] sky.com

Top Domains in Tweet in G5:
[10] routledge.com

Top Domains in Tweet in G6:
[12] twitter.com
[9] bit.ly
[8] quizlet.com
[2] org.uk
[2] mit.edu

Top Domains in Tweet in G7:
[8] org.uk
[4] tinyurl.com
[3] co.uk

Top Domains in Tweet in G8:
[10] twitter.com
[1] org.uk

Top Domains in Tweet in G9:
[5] ac.uk
[1] co.uk
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1073] caschat
[94] computing
[52] computerscience
[31] teaching
[25] primaryrocks
[23] education
[22] ukedchat
[21] sendcomputing
[21] send
[17] edutwitter



Top Hashtags in Tweet in G1:
[489] caschat
[41] computing
[15] teaching
[11] computerscience
[10] compscience
[8] caschats
[8] primaryrocks
[7] sharingiscaring
[7] cpd
[6] primarystemchat

Top Hashtags in Tweet in G2:
[134] caschat
[12] primaryrocks
[9] sendcomputing
[9] send
[8] computing
[5] googleedu
[5] csk8
[5] teaching
[4] computerscience
[4] edutwitter

Top Hashtags in Tweet in G3:
[256] caschat
[21] computing
[7] teaching
[7] cpd
[5] computerscience
[4] education
[3] compscience
[3] stem
[3] primaryrocks
[3] primarystemchat

Top Hashtags in Tweet in G4:
[77] caschat
[13] programming
[11] ukedchat
[10] computing
[9] python
[7] html
[7] comouting
[5] computerscience
[5] cybersecurity
[4] torbay

Top Hashtags in Tweet in G5:
[20] caschat
[10] csed
[10] computerscience
[7] pathmakerclub
[7] edutwitter
[7] education
[7] teachers
[7] children
[7] alyathepathmaker
[7] stories

Top Hashtags in Tweet in G6:
[43] caschat
[12] computerscience
[9] computing
[8] quizletambassador
[4] wednesdaythoughts
[4] primary
[4] teachers
[4] backtoschool
[3] slt
[3] teachcomputing

Top Hashtags in Tweet in G7:
[15] caschat
[4] primary
[4] computing
[3] alevel
[3] sharing
[3] teachmeet
[3] computerscience
[1] sendcomputing
[1] send

Top Hashtags in Tweet in G8:
[11] caschat
[1] sendcomputing
[1] send

Top Hashtags in Tweet in G9:
[9] caschat
[5] itt
[5] pgce
[1] primaryrocks
[1] computerscience
[1] computing
[1] education
[1] teaching

Top Hashtags in Tweet in G10:
[3] caschat

Top Words
Top Words in Tweet in Entire Graph:
[1081] #caschat
[347] caschat_uk
[214] join
[173] community
[157] computing
[129] share
[113] more
[111] 200th
[105] support
[104] years

Top Words in Tweet in G1:
[492] #caschat
[209] caschat_uk
[83] community
[79] join
[60] compatsch
[59] computing
[51] more
[49] share
[48] great
[46] back

Top Words in Tweet in G2:
[134] #caschat
[34] community
[30] support
[27] share
[23] caschat_uk
[23] join
[23] computing
[22] resources
[19] years
[18] teachers

Top Words in Tweet in G3:
[257] #caschat
[74] join
[67] caschat_uk
[47] 200th
[39] community
[32] chat
[32] computing
[29] glad
[28] a2
[28] please

Top Words in Tweet in G4:
[78] #caschat
[31] caschat_uk
[17] sow
[16] looking
[15] replit
[13] #programming
[13] join
[13] computing
[13] free
[12] #ukedchat

Top Words in Tweet in G5:
[20] #caschat
[20] code
[11] family
[11] use
[10] copy
[10] teaching
[10] computing
[10] secondary
[10] schools
[10] routledge

Top Words in Tweet in G6:
[43] #caschat
[16] sets
[14] course
[12] #computerscience
[11] running
[10] check
[9] free
[9] access
[9] #computing
[8] excited

Top Words in Tweet in G7:
[17] #caschat
[11] share
[10] best
[10] others
[9] computing
[9] compatsch
[8] tell
[7] join
[7] physical
[7] show

Top Words in Tweet in G8:
[11] #caschat
[10] creativehutedu
[9] join
[9] digitalolol
[9] digschoolhouse
[7] share
[6] please
[6] come
[6] find
[6] free

Top Words in Tweet in G9:
[10] programme
[10] trainees
[10] cs
[9] #caschat
[5] hey
[5] funded
[5] remote
[5] delivered
[5] gcse
[5] computer

Top Words in Tweet in G10:
[5] join
[3] #caschat
[2] please
[2] tonight
[2] 8pm
[2] bst
[2] celebrating
[2] 200th
[2] looking
[2] back

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[65] 200th,#caschat
[63] 8pm,bst
[58] looking,back
[58] please,join
[55] celebrating,200th
[54] #caschat,looking
[54] last,years
[53] bst,celebrating
[53] back,last
[45] 8th,september

Top Word Pairs in Tweet in G1:
[26] 200th,#caschat
[26] elfredjulia,arnold_hamish
[24] mwimpennys,caschat_uk
[23] sneekylinux,mwimpennys
[21] looking,back
[21] arnold_hamish,missglclarke
[21] missglclarke,hodge_jo
[21] hodge_jo,ddr333
[21] please,join
[20] 8pm,bst

Top Word Pairs in Tweet in G2:
[13] 200th,#caschat
[12] baggiepr,computingdawn
[12] computingdawn,catherinelliott
[12] catherinelliott,computingmissa
[12] computingmissa,ddr333
[12] hodge_jo,mracolley
[12] 8th,september
[12] 8pm,bst
[11] mracolley,louise_comp_edu
[11] louise_comp_edu,teknoteacher

Top Word Pairs in Tweet in G3:
[28] glad,join
[25] 200th,chat
[23] join,200th
[21] chat,#caschat
[20] 8pm,bst
[18] please,join
[18] 200th,#caschat
[17] looking,back
[16] bst,celebrating
[16] celebrating,200th

Top Word Pairs in Tweet in G4:
[11] #caschat,#ukedchat
[7] agree,more
[7] more,try
[7] try,free
[7] free,#python
[7] #python,sow
[7] sow,built
[7] built,replit
[7] replit,tasks
[7] tasks,solutions

Top Word Pairs in Tweet in G5:
[10] copy,teaching
[10] teaching,computing
[10] computing,secondary
[10] secondary,schools
[10] schools,routledge
[10] routledge,sent
[10] sent,family
[10] family,friends
[10] friends,discount
[10] discount,code

Top Word Pairs in Tweet in G6:
[8] excited,announce
[8] announce,free
[8] free,quizlet
[8] quizlet,verified
[8] verified,content
[8] content,live
[8] live,click
[8] click,access
[8] access,30
[8] 30,flashcard

Top Word Pairs in Tweet in G7:
[7] physical,computing
[7] computing,show
[7] show,tell
[7] tell,session
[7] session,bring
[7] bring,best
[7] best,resource
[7] resource,share
[7] share,others
[7] others,book

Top Word Pairs in Tweet in G8:
[9] digitalolol,digschoolhouse
[6] please,come
[6] come,join
[6] join,find
[6] find,digitalolol
[6] digschoolhouse,free
[6] free,bespoke
[6] bespoke,workshops
[6] workshops,creativehutedu
[6] creativehutedu,popping

Top Word Pairs in Tweet in G9:
[5] hey,programme
[5] programme,funded
[5] funded,remote
[5] remote,delivered
[5] delivered,gcse
[5] gcse,computer
[5] computer,science
[5] science,cpd
[5] cpd,upskill
[5] upskill,#itt

Top Word Pairs in Tweet in G10:
[2] please,join
[2] join,tonight
[2] tonight,8pm
[2] 8pm,bst
[2] bst,celebrating
[2] celebrating,200th
[2] 200th,#caschat
[2] #caschat,looking
[2] looking,back
[2] back,last

Top Replied-To
Top Replied-To in Entire Graph:
@caschat_uk
@tsuiallen
@casmidlands
@bradleydardis
@amylouwelsh
@ddr333
@rcoultart
@gr8ict
@baggiepr
@eatsleepictrpt

Top Replied-To in G1:
@caschat_uk
@tsuiallen
@casmidlands
@rcoultart
@bradleydardis
@amylouwelsh
@ddr333
@gr8ict
@clcsimon
@mrsmounsey

Top Replied-To in G2:
@caschat_uk
@vanderpere
@janewaite
@techtok2
@computinghubdev
@petermarshman
@compatsch
@casmidlands
@amylouwelsh
@gr8ict

Top Replied-To in G3:
@caschat_uk
@baggiepr
@ddr333
@amylouwelsh
@christianturton
@bradleydardis
@eatsleepictrpt
@rcoultart
@teknoteacher
@suesentance

Top Replied-To in G4:
@caschat_uk
@compatsch
@gr8ict
@sneekylinux
@baggiepr
@tsuiallen
@pythonhub
@mrmict

Top Replied-To in G5:
@caschat_uk
@ddr333
@mrlaulearning

Top Replied-To in G6:
@caschat_uk
@bradleydardis

Top Replied-To in G7:
@caschat_uk

Top Replied-To in G9:
@caschat_uk

Top Mentioned
Top Mentioned in Entire Graph:
@caschat_uk
@compatsch
@hodge_jo
@ddr333
@sneekylinux
@mwimpennys
@wearecomputing
@baggiepr
@mracolley
@clcsimon

Top Mentioned in G1:
@caschat_uk
@compatsch
@hodge_jo
@ddr333
@sneekylinux
@mwimpennys
@elfredjulia
@arnold_hamish
@natterhub
@missglclarke

Top Mentioned in G2:
@catherinelliott
@mracolley
@baggiepr
@ddr333
@hodge_jo
@computingdawn
@computingmissa
@teknoteacher
@caschat_uk
@louise_comp_edu

Top Mentioned in G3:
@caschat_uk
@wearecomputing
@compatsch
@shelleyhancock
@janewaite
@computinghubsot
@baggiepr
@ddr333
@mracolley
@teachcomputing

Top Mentioned in G4:
@caschat_uk
@replit
@sculliontoni
@compednet
@educationscot
@sqacomputing
@lewisbinnie1
@dresscodehq
@compatsch
@ddr333

Top Mentioned in G5:
@eatsleepictrpt
@animate2educate
@ict_mrp
@ictevangelist
@teknoteacher
@computingmissa
@ddr333
@rcoultart
@deputygrocott
@cstarkey47

Top Mentioned in G6:
@quizlet
@cascumbria
@hub_cas
@isaaccompsci
@scratch
@craftycomputing
@hcotton82
@outercas
@cumbria_teacher
@bebrasuk

Top Mentioned in G7:
@compatsch
@codedailybot
@mwimpennys
@philwickins
@codeclub
@codeweekeu
@clg7179
@codeorg
@clcsimon

Top Mentioned in G8:
@creativehutedu
@digitalolol
@digschoolhouse
@hodge_jo
@cazminty

Top Mentioned in G9:
@yotadimitriadi
@tigwilliams
@mberry
@compatsch
@caschat_uk

Top Mentioned in G10:
@mmueducation
@elliemmu
@mattthorpey86
@missnjack
@louise_comp_edu

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@aaroncuddeback
@femtech_
@codedailybot
@cybersecurityn8
@researchmrx
@womencodersbot
@hardistymark
@alexbellars

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@ictevangelist
@paulgarvey4
@rachelorr
@thebodycoach
@clcsimon
@musicmind
@dawnhallybone
@davidpollardirl

Top Tweeters in G2:
@researchmrx
@alexbellars
@scottturneruon
@jobadge
@teknoteacher
@baggiepr
@csf0961
@lenandlar
@lescarr
@sciseeker

Top Tweeters in G3:
@wolves
@biglesp
@dannynic
@sphero
@poundland
@katypotts
@makercupboard
@allaboutstem
@dan_aldred
@yogawithadriene

Top Tweeters in G4:
@cybersec_feeds
@aaroncuddeback
@hardistymark
@html_css_bot
@networkindie
@boosttorbay
@pythonhub
@comatose_d
@msetchell
@blackhatbot1

Top Tweeters in G5:
@mkrc24
@faithsaladin
@ict_mrp
@yallsop
@animate2educate
@aysegul_kaban
@love_da
@deputygrocott
@mrlaulearning
@mrpielee

Top Tweeters in G6:
@stem_nastics
@scratch
@gripweed1
@mraharrisoncs
@activ8thinking
@quizlet
@cyberdiscuk
@rosinacrisa
@craftycomputing
@computing_4kids

Top Tweeters in G7:
@codedailybot
@innovativeteach
@codeclub
@codeorg
@codeweekeu
@clg7179
@helenroberts77
@philwickins
@computinghubmkn
@hubphsnewbury

Top Tweeters in G8:
@davidames
@b3ndavi3s
@digschoolhouse
@cazminty
@slr112
@seftonhub
@cannell_a
@alsheldon
@creativehutedu
@digitalolol

Top Tweeters in G9:
@mberry
@yotadimitriadi
@tigwilliams
@missacostello
@janice_g
@crcsoutheast

Top Tweeters in G10:
@elliemmu
@mmueducation
@missnjack
@mattthorpey86
@manmetcomputing


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