#LTHEchat, Twitter, 2/15/2024 10:53:19 AM, 294475


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#LTHEchat Twitter NodeXL SNA Map and Report for Thursday, 15 February 2024 at 10:35 UTC
#LTHEchat Twitter NodeXL SNA Map and Report for Thursday, 15 February 2024 at 10:35 UTC
From:
scottturneruon
Uploaded on:
February 15, 2024
Short Description:
#LTHEchat via NodeXL https://bit.ly/3uzppJa
@lthechat
@kiusum
@tavoer8
@iainmacl
@danceswithcloud
@racephil
@fidaisyg
@_pxavier
@hintondm
@lizcable

Top hashtags:
#lthechat
#ai
#learning
#connections
#highered
#loveld
#engineeringeducation
#raise
#studychat
#context

Description:
Description
The graph represents a network of 66 Twitter users whose recent tweets contained "#LTHEchat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 14/02/2024 00:00:00 and 15/02/2024 10:35:26. The network was obtained from Twitter on Thursday, 15 February 2024 at 10:48 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 48-minute period from Tuesday, 06 February 2024 at 12:00 UTC to Thursday, 15 February 2024 at 10:48 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 66
Unique Edges : 121
Edges With Duplicates : 510
Total Edges : 631
Number of Edge Types : 9
Replies to : 172
MentionsInReplyTo : 97
Retweet : 156
Mentions : 16
MentionsInRetweet : 113
Quote : 12
Tweet : 60
MentionsInQuoteReply : 2
MentionsInQuote : 3
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0.207317073170732
Reciprocated Edge Ratio : 0.343434343434343
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 628
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.434892
Graph Density : 0.0461538461538462
Modularity : 0.148202
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 66 Twitter users whose recent tweets contained "#LTHEchat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 14/02/2024 00:00:00 and 15/02/2024 10:35:26. The network was obtained from Twitter on Thursday, 15 February 2024 at 10:48 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 48-minute period from Tuesday, 06 February 2024 at 12:00 UTC to Thursday, 15 February 2024 at 10:48 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Spiral layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #LTHEchat
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:
[2] https://t.co/wSdZduBCwZ
[2] https://t.co/66yN6HOhjp
[1] https://t.co/Wh0dSGtgHu
[1] https://t.co/BSUpDyKSGu
[1] https://t.co/lBfuhqY3wY
[1] https://t.co/Iuo7jWVNhB
[1] https://t.co/9VF8XpiMnQ
[1] https://t.co/EgSUntomnQ
[1] https://t.co/c8My1UiBKR
[1] https://t.co/dewBKT8Wkk

Top URLs in Tweet in G1:
[1] https://t.co/pocO7v9Ks9
[1] https://t.co/c4GSP88vCd
[1] https://t.co/1n6YRjIQr1
[1] https://t.co/BSUpDyKSGu
[1] https://t.co/Wh0dSGtgHu
[1] https://t.co/c8My1UiBKR

Top URLs in Tweet in G2:
[1] https://t.co/dewBKT8Wkk

Top URLs in Tweet in G3:
[1] https://t.co/lBfuhqY3wY
[1] https://t.co/ASyWbMNo62
[1] https://t.co/ASyWbMNVVA
[1] https://t.co/66yN6HOhjp

Top URLs in Tweet in G4:
[1] https://t.co/EgSUntomnQ
[1] https://t.co/66yN6HOhjp
[1] https://t.co/Iuo7jWVNhB
[1] https://t.co/aK684O1mh2
[1] https://t.co/9VF8XpiMnQ

Top URLs in Tweet in G5:
[2] https://t.co/wSdZduBCwZ

Top Domains
Top Domains in Tweet in Entire Graph:
[18] t.co

Top Domains in Tweet in G1:
[6] t.co

Top Domains in Tweet in G2:
[1] t.co

Top Domains in Tweet in G3:
[4] t.co

Top Domains in Tweet in G4:
[5] t.co

Top Domains in Tweet in G5:
[2] t.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[354] lthechat
[4] ai
[4] learning
[4] connections
[3] highered
[3] loveld
[2] engineeringeducation
[2] raise
[2] studychat
[2] context



Top Hashtags in Tweet in G1:
[150] lthechat
[3] ai
[2] connections
[2] learning
[1] he
[1] belonging
[1] ludic
[1] context

Top Hashtags in Tweet in G2:
[104] lthechat
[1] thermodynamics
[1] valentinesday
[1] cheme
[1] engineeringeducation
[1] stemeducation
[1] shoutout
[1] connections
[1] ai

Top Hashtags in Tweet in G3:
[30] lthechat
[2] highered
[1] context
[1] sociomaterial
[1] wombatprofessor
[1] biscuitcriteria
[1] loveld
[1] raise
[1] studychat
[1] learning

Top Hashtags in Tweet in G4:
[63] lthechat
[2] loveld
[1] creativehe
[1] shoutout
[1] connections
[1] raise
[1] studychat
[1] learning
[1] scicomm
[1] engineeringeducation

Top Hashtags in Tweet in G5:
[1] highered
[1] universities
[1] lthechat
[1] sotl
[1] universityteaching
[1] unistudents

Top Hashtags in Tweet in G6:
[6] lthechat
[1] edtech

Top Words
Top Words in Tweet in Entire Graph:
[354] #lthechat
[234] lthechat
[190] fun
[130] learning
[66] students
[52] a1
[51] tavoer8
[47] make
[37] a2
[34] iainmacl

Top Words in Tweet in G1:
[150] #lthechat
[121] lthechat
[79] fun
[69] learning
[30] students
[21] ludic
[21] make
[21] pedagogy
[20] tavoer8
[18] a1

Top Words in Tweet in G2:
[104] #lthechat
[57] fun
[49] lthechat
[33] learning
[17] a1
[17] iainmacl
[15] students
[13] think
[12] emmadw
[11] make

Top Words in Tweet in G3:
[30] #lthechat
[17] lthechat
[16] fun
[8] tavoer8
[6] join
[5] learning
[5] assessment
[5] danceswithcloud
[5] more
[4] nature

Top Words in Tweet in G4:
[63] #lthechat
[41] lthechat
[35] fun
[20] learning
[15] tavoer8
[13] students
[13] a1
[12] make
[10] a2
[8] serious

Top Words in Tweet in G5:
[2] 17
[2] 42
[2] research
[2] higher
[2] development
[2] articles
[2] published
[2] education

Top Words in Tweet in G6:
[6] lthechat
[6] #lthechat
[5] knowledge
[4] students
[3] use
[3] activities
[3] fun
[3] learning
[2] state
[2] flow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] learning,fun
[29] ludic,pedagogy
[28] lthechat,a1
[28] fun,#lthechat
[17] make,learning
[17] lthechat,a4
[16] lthechat,a2
[16] lthechat,a3
[15] #lthechat,a5
[15] #lthechat,a1

Top Word Pairs in Tweet in G1:
[28] learning,fun
[20] fun,#lthechat
[20] ludic,pedagogy
[14] make,learning
[11] lthechat,a1
[9] making,learning
[9] pedagogy,making
[9] lthechat,a4
[8] lthechat,a2
[8] penarthkate,lthechat

Top Word Pairs in Tweet in G2:
[8] #lthechat,a1
[8] lthechat,a1
[7] #lthechat,a5
[6] iainmacl,emmadw
[5] fun,activity
[5] #lthechat,a6
[5] iainmacl,#lthechat
[5] #lthechat,a2
[5] mirena07,lthechat
[4] emmadw,#lthechat

Top Word Pairs in Tweet in G3:
[4] hintondm,danceswithcloud
[3] design,academic
[3] assessment,design
[3] go,hear
[3] discussion,colleagues
[3] more,assessment
[3] hear,more
[3] lthechat,a5
[3] a5,#lthechat
[3] join,discussion

Top Word Pairs in Tweet in G4:
[7] lthechat,a1
[6] ludic,pedagogy
[6] learning,fun
[5] #lthechat,a2
[5] nomadwarmachine,lthechat
[5] tavoer8,lthechat
[4] _pxavier,lthechat
[4] serious,fun
[4] sumingkhoo,lthechat
[4] fun,#lthechat

Top Word Pairs in Tweet in G5:
[2] published,higher
[2] 17,articles
[2] higher,education
[2] 42,17
[2] education,research
[2] development,42
[2] research,development

Top Word Pairs in Tweet in G6:
[2] fun,activities
[2] state,flow

Top Replied-To
Top Replied-To in Entire Graph:
@lthechat
@danceswithcloud
@_pxavier
@iainmacl
@nomadwarmachine
@penarthkate
@kiusum
@mirena07
@emmadw
@tavoer8

Top Replied-To in G1:
@lthechat
@penarthkate
@danceswithcloud
@pamelarosekelly
@kiusum
@iainmacl
@lizcable
@nomadwarmachine
@_pxavier
@hintondm

Top Replied-To in G2:
@lthechat
@_pxavier
@danceswithcloud
@mirena07
@emmadw
@iainmacl
@sumingkhoo
@martinrich106
@notanna1
@profsallybrown

Top Replied-To in G3:
@lthechat
@kiusum
@emmadw
@nomadwarmachine
@danceswithcloud
@hintondm
@dralisonpurvis
@racephil
@tavoer8

Top Replied-To in G4:
@lthechat
@racephil
@iainmacl
@profsallybrown
@nomadwarmachine
@sumingkhoo
@tavoer8
@_pxavier
@mirena07
@suelee99

Top Replied-To in G6:
@lthechat

Top Mentioned
Top Mentioned in Entire Graph:
@lthechat
@tavoer8
@iainmacl
@profsallybrown
@danceswithcloud
@hintondm
@emmadw
@nomadwarmachine
@_pxavier
@sumingkhoo

Top Mentioned in G1:
@lthechat
@tavoer8
@iainmacl
@profsallybrown
@hintondm
@pamelarosekelly
@dralisonpurvis
@penarthkate
@sumingkhoo
@_pxavier

Top Mentioned in G2:
@lthechat
@iainmacl
@emmadw
@tavoer8
@danceswithcloud
@profsallybrown
@mirena07
@_pxavier
@nomadwarmachine
@hintondm

Top Mentioned in G3:
@lthechat
@tavoer8
@danceswithcloud
@hintondm
@msftcopilot
@raisenetwork
@tomlowe_
@nomadwarmachine
@kiusum
@penarthkate

Top Mentioned in G4:
@lthechat
@tavoer8
@sumingkhoo
@iainmacl
@hintondm
@nomadwarmachine
@_pxavier
@profsallybrown
@openstemlabs
@danceswithcloud

Top Mentioned in G5:
@tandfeducation
@herdsa3
@herdjournal

Top Mentioned in G6:
@david_baume

Top Tweeters
Top Tweeters in Entire Graph:
@darini001
@notanna1
@fidaisyg
@iainmacl
@warwicklanguage
@sumingkhoo
@suebecks
@profsallybrown
@donaldclark
@uniofwarwick

Top Tweeters in G1:
@warwicklanguage
@sumingkhoo
@suebecks
@lizcable
@davey_kevin
@ddawnot
@virnarossi
@lthechat
@fieryred1
@cirqueburk

Top Tweeters in G2:
@darini001
@notanna1
@iainmacl
@profsallybrown
@donaldclark
@nomadwarmachine
@paulineridley
@emmadw
@racephil
@fashionnatascha

Top Tweeters in G3:
@uniofwarwick
@hintondm
@kiusum
@aldinhe_lh
@raisenetwork
@tomlowe_
@dralisonpurvis
@warwickpsych
@levellerb
@edburritopod

Top Tweeters in G4:
@fidaisyg
@leysbiotutor
@oufreelearning
@danceswithcloud
@laurafoggrogers
@suelee99
@profpeterbrad
@openstemlabs

Top Tweeters in G5:
@tandfeducation
@herdjournal
@herdsa3

Top Tweeters in G6:
@santanuvasant
@david_baume


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