#caschat, Twitter, 7/2/2021 11:42:13 AM, 258125


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#caschat Twitter NodeXL SNA Map and Report for Friday, 02 July 2021 at 11:38 UTC
#caschat Twitter NodeXL SNA Map and Report for Friday, 02 July 2021 at 11:38 UTC
From:
scottturneruon
Uploaded on:
July 02, 2021
Short Description:
#caschat via NodeXL https://bit.ly/2UWcRcF
@caschat_uk
@rcoultart
@teknoteacher
@mracolley
@casmidlands
@exafoundation
@mwimpennys
@helloworld_edu
@baggiepr
@geekynicki

Top hashtags:
#caschat
#computing
#casvirtual21
#csk8
#stem
#primaryrocks
#edutwitter
#ukedchat

Description:
Description
The graph represents a network of 185 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, 02 July 2021 at 11:39 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 1-minute period from Thursday, 24 June 2021 at 08:39 UTC to Friday, 02 July 2021 at 09:41 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 Spiral layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 185
Unique Edges : 361
Edges With Duplicates : 828
Total Edges : 1189
Number of Edge Types : 5
Retweet : 249
MentionsInRetweet : 229
Mentions : 330
Replies to : 287
Tweet : 94
Self-Loops : 98
Reciprocated Vertex Pair Ratio : 0.135440180586907
Reciprocated Edge Ratio : 0.238568588469185
Connected Components : 14
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 140
Maximum Edges in a Connected Component : 1127
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.767349
Graph Density : 0.0147767332549941
Modularity : 0.265608
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 185 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, 02 July 2021 at 11:39 UTC.

The tweets in the network were tweeted over the 8-day, 1-hour, 1-minute period from Thursday, 24 June 2021 at 08:39 UTC to Friday, 02 July 2021 at 09:41 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 Spiral 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:
[9] https://computing.hias.hants.gov.uk/mod/forum/discuss.php?d=75
[8] https://youtu.be/wQ0EMuX4H3Y
[7] https://twitter.com/teknoteacher/status/1409523289031073799
[7] https://twitter.com/ExaFoundation/status/1409957088340680711
[6] http://helloworld.raspberrypi.org/articles/hw16-contextualising-data-science
[6] http://exa.foundation/press
[6] https://mrcolley.wordpress.com/2021/06/24/how-i-teach-programming-4-make/
[5] http://exa.is/rjamlive
[5] https://www.eventbrite.co.uk/e/rjam-sci-fi-july-5jul21-tickets-150934542279
[5] https://twitter.com/ExaFoundation/status/1409962121601990667

Top URLs in Tweet in G1:
[5] https://twitter.com/ExaFoundation/status/1409957088340680711
[5] https://youtu.be/wQ0EMuX4H3Y
[4] http://exa.foundation/press
[4] http://exa.is/rjamlive
[4] https://www.eventbrite.co.uk/e/rjam-sci-fi-july-5jul21-tickets-150934542279
[3] https://twitter.com/ExaFoundation/status/1409962121601990667
[2] https://twitter.com/teknoteacher/status/1409523289031073799
[2] https://twitter.com/ExaFoundation/status/1409952306746085387
[2] https://twitter.com/ExaFoundation/status/1409954571602911232
[2] https://twitter.com/ExaFoundation/status/1409959604788744193

Top URLs in Tweet in G2:
[2] https://twitter.com/teknoteacher/status/1409523289031073799
[1] https://twitter.com/caschat_uk/status/1409952438879150083
[1] https://twitter.com/caschat_uk/status/1409952864848523264
[1] https://twitter.com/ExaFoundation/status/1409957088340680711
[1] https://twitter.com/ExaFoundation/status/1409959604788744193
[1] https://twitter.com/TsuiAllen/status/1409961663915302924
[1] https://twitter.com/pennycater/status/1409964052013633541
[1] https://twitter.com/teknoteacher/status/1409966117720838150
[1] https://hourofcode.com/uk
[1] https://twitter.com/ExaFoundation/status/1409962121601990667

Top URLs in Tweet in G3:
[9] https://computing.hias.hants.gov.uk/mod/forum/discuss.php?d=75
[6] http://helloworld.raspberrypi.org/articles/hw16-contextualising-data-science
[3] https://youtu.be/wQ0EMuX4H3Y
[3] http://helloworld.raspberrypi.org/articles/are-these-the-droids-youre-looking-for-robotics-in-computing-education
[3] https://twitter.com/tim_jumpclarke/status/1408536302635651079
[3] https://helloworld.raspberrypi.org/articles/are-these-the-droids-youre-looking-for-robotics-in-computing-education
[2] https://twitter.com/teknoteacher/status/1409523289031073799
[2] https://twitter.com/IntEngineering/status/1409859196745568259
[2] http://exa.foundation/press
[1] http://exa.is/rjamlive

Top URLs in Tweet in G4:
[6] https://mrcolley.wordpress.com/2021/06/24/how-i-teach-programming-4-make/
[1] https://twitter.com/ExaFoundation/status/1409517077824786437

Top URLs in Tweet in G5:
[1] https://twitter.com/gamefromscratch/status/1410258832803221507?s=20
[1] https://twitter.com/teknoteacher/status/1409523289031073799
[1] https://twitter.com/ExaFoundation/status/1409952306746085387
[1] https://twitter.com/ExaFoundation/status/1409954571602911232
[1] https://twitter.com/ExaFoundation/status/1409957088340680711
[1] https://twitter.com/ExaFoundation/status/1409959604788744193
[1] https://twitter.com/markfromlondon/status/1409961191745720324
[1] https://twitter.com/MrPhillipsUK/status/1409961962444840963
[1] https://twitter.com/ExaFoundation/status/1409962121601990667

Top URLs in Tweet in G6:
[5] https://www.esri.com/arcgis-blog/products/city-engine/design-planning/arcgis-360-vr/
[3] https://www.arcgis.com/home/webscene/viewer.html?layers=d6642f8a4f6d4685a24ae2dc0c73d4ac

Top URLs in Tweet in G7:
[4] https://twitter.com/camtsnet/status/1410598695561621519

Top URLs in Tweet in G8:
[2] http://cheshirecomputinghub.org/leading-primary-computing-remote-september/
[2] https://twitter.com/MissMacICT/status/1409591333229039622

Top URLs in Tweet in G9:
[4] https://longitudeexplorer.challenges.org/vote/

Top URLs in Tweet in G10:
[4] http://amzn.to/2TrRU6I
[4] http://amzn.to/2G0DtOR
[1] http://ow.ly/xju350AlCcv

Top Domains
Top Domains in Tweet in Entire Graph:
[84] twitter.com
[14] raspberrypi.org
[9] co.uk
[9] gov.uk
[8] youtu.be
[8] amzn.to
[6] exa.is
[6] exa.foundation
[6] wordpress.com
[5] challenges.org

Top Domains in Tweet in G1:
[46] twitter.com
[5] youtu.be
[5] exa.is
[4] exa.foundation
[4] co.uk
[2] hourofcode.com
[2] techxplore.com
[2] org.uk
[2] youtube.com
[1] code.org

Top Domains in Tweet in G2:
[12] twitter.com
[1] hourofcode.com
[1] code.org
[1] bit.ly
[1] raspberrypi.org
[1] moonhack.com

Top Domains in Tweet in G3:
[12] raspberrypi.org
[9] gov.uk
[8] twitter.com
[3] youtu.be
[2] exa.foundation
[1] exa.is
[1] co.uk

Top Domains in Tweet in G4:
[6] wordpress.com
[1] twitter.com

Top Domains in Tweet in G5:
[9] twitter.com

Top Domains in Tweet in G6:
[5] esri.com
[3] arcgis.com

Top Domains in Tweet in G7:
[4] twitter.com

Top Domains in Tweet in G8:
[2] cheshirecomputinghub.org
[2] twitter.com

Top Domains in Tweet in G9:
[4] challenges.org

Top Domains in Tweet in G10:
[8] amzn.to
[1] ow.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[632] caschat
[18] computing
[17] casvirtual21
[15] csk8
[14] stem
[13] primaryrocks
[11] edutwitter
[10] ukedchat
[10] computingclub
[9] edtech



Top Hashtags in Tweet in G1:
[404] caschat
[8] computingclub
[5] computing
[4] rjam
[3] a1
[3] stem
[2] love
[2] blockchain
[2] children
[2] multitasking

Top Hashtags in Tweet in G2:
[88] caschat
[15] casvirtual21
[2] eyfs
[1] edutwitter
[1] raspberrypi
[1] astropi
[1] primarycomputing

Top Hashtags in Tweet in G3:
[61] caschat
[14] csk8
[10] primaryrocks
[7] computing
[7] stem
[6] robotics
[5] edtech
[5] hantspricomp21
[4] primaryteacher
[4] microbit

Top Hashtags in Tweet in G4:
[15] caschat
[6] programming
[6] primm
[6] ukedchat

Top Hashtags in Tweet in G5:
[16] caschat
[1] love

Top Hashtags in Tweet in G6:
[8] caschat
[8] geographyteacher
[5] steam

Top Hashtags in Tweet in G7:
[4] caschat

Top Hashtags in Tweet in G8:
[6] computing
[4] caschat
[2] wirral
[2] cheshire

Top Hashtags in Tweet in G9:
[4] foodwaste
[4] longitudeexplorerprize
[4] stem
[4] tech4good
[4] caschat
[4] girlsinstem
[4] womenintech
[4] womeninstem

Top Hashtags in Tweet in G10:
[5] teachpg
[5] caschat
[4] womenwhocode
[4] edutwitter
[1] workfromhome
[1] edchat

Top Words
Top Words in Tweet in Entire Graph:
[638] #caschat
[148] club
[146] exafoundation
[126] teknoteacher
[97] great
[83] caschat_uk
[78] computing
[70] students
[58] join
[56] children

Top Words in Tweet in G1:
[407] #caschat
[127] club
[111] exafoundation
[100] teknoteacher
[63] caschat_uk
[50] students
[50] computing
[50] children
[44] join
[44] time

Top Words in Tweet in G2:
[91] #caschat
[42] great
[24] exafoundation
[22] codeclub
[18] teknoteacher
[17] thank
[16] #casvirtual21
[15] caschat_uk
[14] kids
[13] resources

Top Words in Tweet in G3:
[61] #caschat
[17] computing
[15] looking
[14] #csk8
[12] gt
[12] join
[12] forward
[10] students
[10] learning
[10] 5th

Top Words in Tweet in G4:
[15] #caschat
[6] blog
[6] teach
[6] #programming
[6] make
[6] final
[6] part
[6] series
[6] explaining
[6] use

Top Words in Tweet in G5:
[16] #caschat
[9] question
[5] live
[4] anyone
[4] ocr
[4] level
[4] comp
[4] sci
[4] answer
[4] project

Top Words in Tweet in G6:
[8] great
[8] #caschat
[8] #geographyteacher
[5] pretty
[5] amazing
[5] fantastic
[5] examples
[5] including
[5] pompeii
[5] potential

Top Words in Tweet in G7:
[4] great
[4] one
[4] very
[4] tweetswchs
[4] computer
[4] science
[4] team
[4] #caschat

Top Words in Tweet in G8:
[6] #computing
[4] 'leading
[4] primary
[4] computing'
[4] course
[4] computinghubft
[4] #caschat
[4] 21
[2] great
[2] meet

Top Words in Tweet in G9:
[8] scan
[4] proud
[4] polina
[4] phoebe
[4] lehschool
[4] app
[4] help
[4] reduce
[4] #foodwaste
[4] vote

Top Words in Tweet in G10:
[5] #teachpg
[5] #caschat
[4] inspire
[4] next
[4] generation
[4] #womenwhocode
[4] textbooks
[4] written
[4] talented
[4] female

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[33] computing,club
[28] sarah,#caschat
[27] please,join
[23] code,club
[22] duck_star,exafoundation
[19] looking,forward
[17] exafoundation,codeclub
[16] join,#caschat
[16] question,live
[16] live,#caschat

Top Word Pairs in Tweet in G1:
[28] computing,club
[27] sarah,#caschat
[21] please,join
[19] code,club
[15] join,#caschat
[14] exafoundation,a1
[13] club,#caschat
[13] glad,join
[12] exafoundation,caschat_uk
[11] question,live

Top Word Pairs in Tweet in G2:
[14] great,#casvirtual21
[11] duck_star,exafoundation
[9] exafoundation,codeclub
[7] thank,much
[7] much,kate
[7] kate,arthur
[7] arthur,kidscoding
[7] kidscoding,great
[7] #casvirtual21,keynote
[7] keynote,great

Top Word Pairs in Tweet in G3:
[12] looking,forward
[11] #caschat,#csk8
[10] 5th,july
[6] topic,resonates
[6] resonates,students
[6] students,interested
[6] interested,engagement
[6] engagement,increases
[6] increases,check
[6] check,thoughts

Top Word Pairs in Tweet in G4:
[6] blog,teach
[6] teach,#programming
[6] #programming,make
[6] make,final
[6] final,part
[6] part,series
[6] series,explaining
[6] explaining,use
[6] use,#primm
[6] #primm,approach

Top Word Pairs in Tweet in G5:
[5] question,live
[5] live,#caschat
[4] anyone,ocr
[4] ocr,level
[4] level,comp
[4] comp,sci
[4] sci,answer
[4] answer,question
[4] question,project
[4] project,#caschat

Top Word Pairs in Tweet in G6:
[5] pretty,amazing
[5] amazing,fantastic
[5] fantastic,examples
[5] examples,including
[5] including,pompeii
[5] pompeii,potential
[5] potential,exploring
[5] exploring,geographical
[5] geographical,feature
[5] feature,location

Top Word Pairs in Tweet in G7:
[4] great,one
[4] one,very
[4] very,tweetswchs
[4] tweetswchs,computer
[4] computer,science
[4] science,team
[4] team,#caschat

Top Word Pairs in Tweet in G8:
[4] 'leading,primary
[4] primary,computing'
[2] great,meet
[2] meet,many
[2] many,enthusiastic
[2] enthusiastic,#computing
[2] #computing,leads
[2] leads,today
[2] today,receive
[2] receive,such

Top Word Pairs in Tweet in G9:
[4] proud,polina
[4] polina,phoebe
[4] phoebe,lehschool
[4] lehschool,app
[4] app,scan
[4] scan,help
[4] help,reduce
[4] reduce,#foodwaste
[4] #foodwaste,vote
[4] vote,scan

Top Word Pairs in Tweet in G10:
[4] inspire,next
[4] next,generation
[4] generation,#womenwhocode
[4] #womenwhocode,textbooks
[4] textbooks,written
[4] written,talented
[4] talented,female
[4] female,authors
[4] authors,python
[4] python,visual

Top Replied-To
Top Replied-To in Entire Graph:
@exafoundation
@teknoteacher
@caschat_uk
@duck_star
@rcoultart
@matt_sendorek
@casmidlands
@mrslmj
@kapowprimary
@makercupboard

Top Replied-To in G1:
@exafoundation
@teknoteacher
@caschat_uk
@matt_sendorek
@rcoultart
@casmidlands
@mrslmj
@kapowprimary
@duck_star
@markfromlondon

Top Replied-To in G2:
@teknoteacher
@duck_star
@caschat_uk
@makercupboard
@exafoundation
@rcoultart
@markfromlondon
@pennycater
@casmidlands
@teachwithmrst

Top Replied-To in G3:
@exafoundation
@fshahcomputing
@clcsimon

Top Replied-To in G4:
@teknoteacher

Top Replied-To in G5:
@sneekylinux

Top Mentioned
Top Mentioned in Entire Graph:
@exafoundation
@teknoteacher
@caschat_uk
@codeclub
@helloworld_edu
@rcoultart
@raspberry_pi
@duck_star
@coolestprojects
@astro_pi

Top Mentioned in G1:
@teknoteacher
@exafoundation
@caschat_uk
@codeclub
@raspberry_pi
@kapowprimary
@rcoultart
@duck_star
@coolestprojects
@helloworld_edu

Top Mentioned in G2:
@exafoundation
@codeclub
@caschat_uk
@kidscoding
@duck_star
@teknoteacher
@coolestprojects
@rcoultart
@raspberry_pi
@astro_pi

Top Mentioned in G3:
@kcorish
@catherinelliott
@helloworld_edu
@teknoteacher
@geekynicki
@hzainonsvc
@emmagoto
@penfoldno1
@caschat_uk
@exafoundation

Top Mentioned in G4:
@walkthrus_5
@suesentance
@teacherhead
@mrlaulearning
@mracolley
@digitalmaverick
@dcomputing360
@cyberdiscuk
@idea_award

Top Mentioned in G5:
@compatsch
@msmakecode

Top Mentioned in G7:
@tweetswchs

Top Mentioned in G8:
@computinghubft
@redhillfield

Top Mentioned in G9:
@lehschool
@stemettes

Top Tweeters
Top Tweeters in Entire Graph:
@bexxmodd
@hubofml
@digitalmaverick
@hardistymark
@blkhwk0ps
@cnnbusiness
@ictevangelist
@csljohnkirby
@teacherhead
@scas

Top Tweeters in G1:
@bexxmodd
@cnnbusiness
@scottturneruon
@six20brownie
@teknoteacher
@iste
@raspberry_pi
@makercupboard
@1mo1ina13
@appsforgood

Top Tweeters in G2:
@katypotts
@amazingict
@coderdojo
@kidscoding
@b3ndavi3s
@hodge_jo
@coolestprojects
@primotoys
@barefootcomp
@casmidlands

Top Tweeters in G3:
@hubofml
@scas
@clcsimon
@ianstuart66
@russellprue
@tim_jumpclarke
@baggiepr
@innovativeteach
@microbitg
@missphilbin

Top Tweeters in G4:
@digitalmaverick
@ictevangelist
@teacherhead
@gripweed1
@mracolley
@granchercarine
@alkingsley_edu
@mrlaulearning
@teachescompsci
@suesentance

Top Tweeters in G5:
@hardistymark
@neilnjae
@sneekylinux
@mrharcombe
@mrsmounsey
@msmakecode

Top Tweeters in G6:
@mildthing99
@gasigict
@gis4schools
@naomiandersson
@wingertd
@geojjones

Top Tweeters in G7:
@vanderpere
@williams_sharon
@tweetswchs
@teachbutler
@donnacreate

Top Tweeters in G8:
@missmacict
@sklchem
@redhillfield
@computinghubft
@stevewoods121

Top Tweeters in G9:
@_ellabot
@stemettes
@makifa_network
@lehschool
@lehcomputing

Top Tweeters in G10:
@blkhwk0ps
@pgonlinepub
@driscollcs
@classoos_edu


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