#caschat, Twitter, 12/4/2019 1:31:33 PM, 218034


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#caschat Twitter NodeXL SNA Map and Report for Wednesday, 04 December 2019 at 13:23 UTC
#caschat Twitter NodeXL SNA Map and Report for Wednesday, 04 December 2019 at 13:23 UTC
From:
scottturneruon
Uploaded on:
December 04, 2019
Short Description:
#caschat via NodeXL http://bit.ly/2qkIKgd
@caschat_uk
@wearecomputing
@mberry
@baggiepr
@ddr333
@hengehall
@eatsleepictrpt
@mwimpennys
@missmacict
@computinghubsac

Top hashtags:
#caschat
#computing
#primaryrocks
#wirral
#slowchat
#computationalthinking
#mathematics

Description:
Description
The graph represents a network of 310 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, 04 December 2019 at 13:23 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 2-minute period from Monday, 25 November 2019 at 10:08 UTC to Wednesday, 04 December 2019 at 13:10 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 : 310
Unique Edges : 1147
Edges With Duplicates : 1666
Total Edges : 2813
Number of Edge Types : 4
Mentions : 1571
Retweet : 549
Replies to : 487
Tweet : 206
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.139481707317073
Reciprocated Edge Ratio : 0.244816053511706
Connected Components : 10
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 286
Maximum Edges in a Connected Component : 2788
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.840278
Graph Density : 0.0156070571040818
Modularity : 0.245653
NodeXL Version : 1.0.1.421
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=-1
Data Import : The graph represents a network of 310 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, 04 December 2019 at 13:23 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 2-minute period from Monday, 25 November 2019 at 10:08 UTC to Wednesday, 04 December 2019 at 13:10 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:
[25] https://dl.acm.org/citation.cfm?id=3366016
[17] http://code-it.co.uk/codecomp/
[13] https://twitter.com/caschat_uk/status/1201966586455875588
[7] https://twitter.com/caschat_uk/status/1201757961212706816
[6] https://twitter.com/caschat_uk/status/1201958281390034954
[6] https://calendar.myadvent.net/?id=169927e53c7a1a277bcf4932b0558280
[5] https://twitter.com/caschat_uk/status/1199418798262013953
[5] https://twitter.com/Activ8Thinking/status/1201815118755041280?s=19
[5] https://twitter.com/caschat_uk/status/1199421566544568321
[5] https://twitter.com/CodeClubWorld/status/1200731261960151042

Top URLs in Tweet in G1:
[13] http://code-it.co.uk/codecomp/
[5] https://twitter.com/caschat_uk/status/1201966586455875588
[5] https://twitter.com/caschat_uk/status/1201757961212706816
[4] https://twitter.com/caschat_uk/status/1199274109089304577
[3] https://twitter.com/WeAreComputing/status/1201792190957142016
[3] https://www.teachwithict.com/festive-music-scratch.html
[3] https://twitter.com/caschat_uk/status/1199424334504181760
[3] https://twitter.com/caschat_uk/status/1199421566544568321
[3] https://teachinglondoncomputing.org/christmas-computing/
[3] https://teachinglondoncomputing.org/computing-crackers/

Top URLs in Tweet in G2:
[5] https://twitter.com/caschat_uk/status/1201966586455875588
[3] https://twitter.com/Activ8Thinking/status/1201815118755041280?s=19
[3] http://beetleblocks.com/
[2] https://twitter.com/caschat_uk/status/1199418798262013953
[2] https://twitter.com/caschat_uk/status/1199429871056801792
[2] https://twitter.com/caschat_uk/status/1201961049546559488
[2] https://twitter.com/caschat_uk/status/1201968851069685760
[2] https://twitter.com/caschat_uk/status/1199421566544568321
[2] https://santatracker.google.com/codelab.html
[2] https://twitter.com/CodeClubWorld/status/1200731261960151042

Top URLs in Tweet in G3:
[6] https://calendar.myadvent.net/?id=169927e53c7a1a277bcf4932b0558280
[3] https://twitter.com/caschat_uk/status/1201958281390034954
[3] https://vimeo.com/25251547
[2] https://dl.acm.org/citation.cfm?id=3366016
[2] https://twitter.com/caschat_uk/status/1201966586455875588
[1] https://twitter.com/WeAreComputing/status/1201792190957142016
[1] https://twitter.com/NBPSComputing/status/1201954513042706433
[1] https://twitter.com/EatSleepICTRpt/status/1201962687690919938
[1] https://twitter.com/caschat_uk/status/1201757961212706816
[1] https://twitter.com/stormeducation/status/1201963930459033601

Top URLs in Tweet in G4:
[2] https://twitter.com/PodcastEdtech/status/1198905867288109056
[1] https://twitter.com/Activ8Thinking/status/1201815118755041280?s=19
[1] https://twitter.com/caschat_uk/status/1201958281390034954
[1] https://twitter.com/caschat_uk/status/1201966586455875588
[1] http://code-it.co.uk/codecomp/
[1] http://NCCE.io/tc03
[1] https://twitter.com/LegoJames/status/1200103327121526786
[1] https://twitter.com/makercupboard/status/1199395799542550528
[1] https://twitter.com/suesentance/status/1199984692306558977
[1] https://dl.acm.org/citation.cfm?id=3366016

Top URLs in Tweet in G5:
[20] https://dl.acm.org/citation.cfm?id=3366016
[1] https://dlnext.acm.org/doi/abs/10.1145/3366016
[1] http://code-it.co.uk/codecomp/
[1] https://twitter.com/catherinelliott/status/1196765372046807041
[1] https://ffteducationdatalab.org.uk/2019/09/will-anything-ever-be-done-about-grading-in-modern-foreign-languages-gcses/

Top URLs in Tweet in G7:
[1] https://robbotresources.com/posters

Top URLs in Tweet in G8:
[2] http://ow.ly/ITYS50xoY9O
[1] https://teachallaboutit.school/?s=Advent&submit=Search
[1] https://techxplore.com/news/2019-11-grocery-carrying-robots.html

Top Domains
Top Domains in Tweet in Entire Graph:
[140] twitter.com
[26] acm.org
[24] co.uk
[8] teachinglondoncomputing.org
[6] myadvent.net
[4] beetleblocks.com
[4] teachcomputing.org
[4] org.uk
[4] teachwithict.com
[3] vimeo.com

Top Domains in Tweet in G1:
[58] twitter.com
[17] co.uk
[6] teachinglondoncomputing.org
[3] teachwithict.com
[3] teachcomputing.org
[2] adventofcode.com
[1] youtu.be
[1] beetleblocks.com
[1] nandgame.com
[1] org.uk

Top Domains in Tweet in G2:
[36] twitter.com
[3] beetleblocks.com
[2] weebly.com
[2] co.uk
[2] google.com
[2] futurelearn.com
[2] acm.org
[1] teachwithict.com
[1] teachcomputing.org
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[36] twitter.com
[6] myadvent.net
[3] vimeo.com
[2] teachinglondoncomputing.org
[2] co.uk
[2] acm.org
[1] org.uk
[1] mit.edu
[1] bit.ly

Top Domains in Tweet in G4:
[8] twitter.com
[2] co.uk
[1] ncce.io
[1] acm.org

Top Domains in Tweet in G5:
[21] acm.org
[1] co.uk
[1] twitter.com
[1] org.uk

Top Domains in Tweet in G7:
[1] robbotresources.com

Top Domains in Tweet in G8:
[2] ow.ly
[1] teachallaboutit.school
[1] techxplore.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[873] caschat
[59] computing
[15] primaryrocks
[12] wirral
[11] slowchat
[10] computationalthinking
[10] mathematics
[9] edtech
[9] edutwitter
[8] free



Top Hashtags in Tweet in G1:
[416] caschat
[26] computing
[6] csk8
[6] iscdigital
[4] slowchat
[4] primary
[4] teachcomputing
[4] careers
[4] tech
[3] wirral

Top Hashtags in Tweet in G2:
[259] caschat
[10] computing
[4] slowchat
[4] primaryrocks
[2] adventofcode
[2] love
[1] a6
[1] wirral
[1] badumtish
[1] microbit

Top Hashtags in Tweet in G3:
[128] caschat
[14] computing
[7] wirral
[6] ukedchat
[6] appleeduchat
[5] free
[5] primaryrocks
[5] appvent
[5] edtech
[4] casldnconf20

Top Hashtags in Tweet in G4:
[33] caschat
[5] computing
[2] csk8
[1] free
[1] wirral
[1] csta2020
[1] cs
[1] cas
[1] makerhelp
[1] primaryrocks

Top Hashtags in Tweet in G5:
[6] caschat
[3] csforall
[1] primaryrocks
[1] sheffield

Top Hashtags in Tweet in G6:
[8] caschat
[4] adechat
[4] stem
[1] scratch
[1] hourofcode
[1] edtech
[1] edutwitter
[1] primm
[1] computerscience
[1] collaboration

Top Hashtags in Tweet in G7:
[10] computationalthinking
[10] mathematics
[1] ctcurriculum
[1] ctedu
[1] cas
[1] caschat
[1] edchat
[1] edtech
[1] maths
[1] mathstratchat

Top Hashtags in Tweet in G8:
[7] caschat
[3] robots
[3] marking
[3] tes
[2] computing
[2] christmas
[2] teaching

Top Hashtags in Tweet in G9:
[3] edutwitter

Top Hashtags in Tweet in G10:
[3] caschat
[1] eyfs

Top Words
Top Words in Tweet in Entire Graph:
[1258] Words in Sentiment List#1: Positive
[329] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[29600] Non-categorized Words
[31187] Total Words
[1184] #caschat
[328] caschat_uk
[208] hengehall
[159] teaching
[147] out

Top Words in Tweet in G1:
[518] #caschat
[187] caschat_uk
[81] hengehall
[71] teaching
[60] wearecomputing
[58] please
[53] primary
[51] questions
[50] code
[49] computing

Top Words in Tweet in G2:
[312] #caschat
[87] caschat_uk
[79] hengehall
[58] programming
[48] join
[48] teaching
[35] please
[35] primary
[29] more
[29] theme

Top Words in Tweet in G3:
[197] #caschat
[39] caschat_uk
[36] hengehall
[29] please
[29] more
[27] wearecomputing
[27] cas_london_crc
[26] teachers
[24] out
[23] great

Top Words in Tweet in G4:
[70] #caschat
[33] wearecomputing
[23] primary
[22] programming
[21] out
[19] computing
[19] more
[18] chat
[17] teaching
[14] tonight

Top Words in Tweet in G5:
[74] females
[57] cs
[42] more
[40] areas
[36] #caschat
[34] mberry
[34] billybwong
[31] #csforall
[27] cc
[21] out

Top Words in Tweet in G6:
[10] #caschat
[6] great
[5] code
[4] day
[4] north_worcester
[4] rivers_mat
[4] stemworcsuni
[4] #adechat
[4] #stem
[4] spheroedu

Top Words in Tweet in G7:
[10] apply
[10] concepts
[10] #computationalthinking
[10] #mathematics
[10] check
[10] out
[10] poster
[10] loads
[10] ideas
[10] download

Top Words in Tweet in G8:
[12] activities
[12] #caschat
[8] computing
[6] 12
[6] days
[6] christmas
[6] read
[6] computer
[6] science
[6] teachers

Top Words in Tweet in G9:
[6] looking
[3] met
[3] fantastic
[3] teachers
[3] today
[3] please
[3] hello
[3] know
[3] more
[3] #edutwitter

Top Words in Tweet in G10:
[4] #caschat
[3] worldskillsuk
[2] sand
[2] brilliantly
[2] interactive
[2] show
[2] foxdogstudios
[2] showing
[2] fun
[2] computer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] caschat_uk,hengehall
[70] please,join
[67] join,#caschat
[55] teaching,programming
[53] #caschat,tonight
[45] 8pm,gmt
[44] compatsch,wearecomputing
[41] questions,baggiepr
[41] mberry,billybwong
[37] #computing,trainees

Top Word Pairs in Tweet in G1:
[38] #caschat,tonight
[36] please,join
[36] caschat_uk,hengehall
[35] join,#caschat
[31] compatsch,wearecomputing
[30] questions,baggiepr
[23] 8pm,gmt
[22] #computing,trainees
[22] trainees,those
[22] those,new

Top Word Pairs in Tweet in G2:
[24] teaching,programming
[23] glad,join
[23] join,#caschat
[23] caschat_uk,hengehall
[19] please,join
[15] programming,primary
[14] next,week
[13] pedagogy,primary
[12] caschat_uk,compatsch
[12] #caschat,next

Top Word Pairs in Tweet in G3:
[15] caschat_uk,hengehall
[13] cas_london_crc,2020
[13] 2020,conference
[12] #caschat,heard
[12] heard,1st
[12] 1st,exciting
[12] exciting,news
[12] news,hot
[12] hot,press
[12] press,ooooooothank

Top Word Pairs in Tweet in G4:
[11] find,out
[11] cognitive,load
[11] load,theory
[10] 8pm,gmt
[10] month's,wearecomputing
[10] wearecomputing,podcast
[10] podcast,djmaidens
[10] djmaidens,chat
[10] chat,cognitive
[10] theory,application

Top Word Pairs in Tweet in G5:
[34] mberry,billybwong
[30] #csforall,#caschat
[27] females,#csforall
[27] #caschat,cc
[27] cc,mberry
[20] paper,out
[20] out,females
[20] females,poorest
[20] poorest,areas
[20] areas,more

Top Word Pairs in Tweet in G6:
[4] great,day
[4] day,north_worcester
[4] north_worcester,rivers_mat
[4] rivers_mat,stemworcsuni
[4] stemworcsuni,#caschat
[4] #caschat,#adechat
[4] #adechat,#stem
[4] #stem,spheroedu
[2] great,see
[2] see,children

Top Word Pairs in Tweet in G7:
[10] apply,concepts
[10] concepts,#computationalthinking
[10] #computationalthinking,#mathematics
[10] #mathematics,check
[10] check,out
[10] out,poster
[10] poster,loads
[10] loads,ideas
[10] ideas,download
[10] download,copy

Top Word Pairs in Tweet in G8:
[6] 12,days
[6] days,christmas
[6] christmas,computing
[6] computing,activities
[6] activities,read
[6] read,computer
[6] computer,science
[6] science,teachers
[6] teachers,looking
[6] looking,fun

Top Word Pairs in Tweet in G9:
[3] met,fantastic
[3] fantastic,teachers
[3] teachers,today
[3] today,please
[3] please,hello
[3] hello,looking
[3] looking,know
[3] know,more
[3] more,#edutwitter
[3] #edutwitter,#computing

Top Word Pairs in Tweet in G10:
[2] brilliantly,interactive
[2] interactive,show
[2] show,foxdogstudios
[2] foxdogstudios,showing
[2] showing,fun
[2] fun,computer
[2] computer,science
[2] science,really
[2] really,inspiring
[2] inspiring,geeks

Top Replied-To
Top Replied-To in Entire Graph:
@caschat_uk
@hengehall
@ddr333
@computingdawn
@vanderpere
@swaygrantham
@sneekylinux
@mberry
@janewaite
@duck_star

Top Replied-To in G1:
@caschat_uk
@hengehall
@vanderpere
@clairegowland
@computingdawn
@jonwitts
@ddr333
@mrlaulearning
@janewaite
@swaygrantham

Top Replied-To in G2:
@caschat_uk
@hengehall
@ddr333
@sneekylinux
@computingdawn
@duck_star
@mraharrisoncs
@perpglo
@swaygrantham
@kjkillick

Top Replied-To in G3:
@caschat_uk
@hengehall
@janewaite
@duck_star
@qmeecs
@sneekylinux
@missmacict
@swaygrantham
@crossbynameonly
@mwimpennys

Top Replied-To in G4:
@caschat_uk
@hengehall
@computingdawn

Top Replied-To in G5:
@mberry
@fftedudatalab

Top Replied-To in G10:
@caschat_uk

Top Mentioned
Top Mentioned in Entire Graph:
@hengehall
@wearecomputing
@caschat_uk
@baggiepr
@compatsch
@computingdawn
@mberry
@janewaite
@sneekylinux
@teknoteacher

Top Mentioned in G1:
@caschat_uk
@hengehall
@wearecomputing
@compatsch
@baggiepr
@computingdawn
@sneekylinux
@teknoteacher
@mberry
@missphilbin

Top Mentioned in G2:
@hengehall
@caschat_uk
@janewaite
@wearecomputing
@compatsch
@baggiepr
@swaygrantham
@computingdawn
@sneekylinux
@sonic_pi

Top Mentioned in G3:
@wearecomputing
@hengehall
@cas_london_crc
@caschat_uk
@baggiepr
@raspberry_pi
@adamsonjulia
@simonpj0
@johnnixonhmi
@lgfl

Top Mentioned in G4:
@wearecomputing
@uniofherts
@uh_ncce_rdp
@uh_education
@djmaidens
@fisherprice
@hengehall
@compatsch
@legojames
@baggiepr

Top Mentioned in G5:
@billybwong
@mberry
@compatsch
@caschat_uk
@missmacict
@duck_star
@baggiepr

Top Mentioned in G6:
@north_worcester
@rivers_mat
@stemworcsuni
@spheroedu
@scratch
@makeymakey
@baggiepr

Top Mentioned in G8:
@teachallaboutit

Top Mentioned in G9:
@willberganna
@teacherdan12
@sahariq03062125
@xabs993

Top Mentioned in G10:
@worldskillsuk
@foxdogstudios
@misslevetttaa

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@jacobussystems
@hardistymark
@ictevangelist
@eastreadingcom
@brianlinuxing
@daviddidau
@oldham_hour
@iconohash
@ctitusbrown

Top Tweeters in G1:
@tesco
@ictevangelist
@daviddidau
@cymplecy
@clcsimon
@dannynic
@alfredtwo
@mrgprimary
@chris_swan
@ianyorston

Top Tweeters in G2:
@scas
@jeaned70
@amazingict
@youtube
@allenheard
@heeedt
@davidames
@carolinebreyley
@sonic_pi
@swaygrantham

Top Tweeters in G3:
@jacobussystems
@hardistymark
@brianlinuxing
@grahamandre
@ilearn2primary
@krispykremeuk
@plantsvszombies
@raspberry_pi
@whaleygeek
@commonsenseed

Top Tweeters in G4:
@oliverquinlan
@fth_nix
@uniofherts
@hailaioverlords
@ka81
@ozobot
@morganstanley
@fisherprice
@legojames
@activ8thinking

Top Tweeters in G5:
@eastreadingcom
@ctitusbrown
@csf0961
@lescarr
@sgallacher65
@ldnclc
@guzdial
@catherinelliott
@1james_spencer
@fftedudatalab

Top Tweeters in G6:
@oldham_hour
@makeymakey
@spheroedu
@scratch
@mattwarne
@stemworcsuni
@mrradburn
@rivers_mat
@computing_reddy
@cranhamprimary

Top Tweeters in G7:
@mcanosan
@claganach
@robbotresources
@tracy_tdennis
@initialoaks
@jackyyoung02
@jpwtaafl
@_mrsnunn
@shawshaw57
@nims70

Top Tweeters in G8:
@nichola_wilkin
@helsbycomputing
@teachallaboutit
@sklchem
@mrbbennett
@computinghlgc
@pauldempstercs

Top Tweeters in G9:
@dawnhallybone
@xabs993
@teacherdan12
@sahariq03062125
@willberganna

Top Tweeters in G10:
@worldskillsuk
@foxdogstudios
@rcoultart
@deborahideas
@misslevetttaa