The graph represents a network of 13,053 Twitter users whose recent tweets contained "#edutwitter", 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 1/1/2023 9:56:39 AM and 3/14/2023 9:56:39 AM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 17:39 UTC.
The tweets in the network were tweeted over the 1361-day, 8-hour, 58-minute period from Saturday, 22 June 2019 at 07:57 UTC to Tuesday, 14 March 2023 at 16:56 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 Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 13053
Unique Edges : 9093
Edges With Duplicates : 35198
Total Edges : 44291
Number of Edge Types : 9
Retweet : 13501
MentionsInRetweet : 18811
MentionsInReplyTo : 1043
Replies to : 612
Quote : 767
Tweet : 4090
Mentions : 4601
MentionsInQuote : 786
MentionsInQuoteReply : 80
Self-Loops : 5687
Reciprocated Vertex Pair Ratio : 0.0449112831043016
Reciprocated Edge Ratio : 0.0859619066814471
Connected Components : 1150
Single-Vertex Connected Components : 576
Maximum Vertices in a Connected Component : 10213
Maximum Edges in a Connected Component : 38355
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.109272
Graph Density : 0.000116489178856121
Modularity : 0.415753
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 13,053 Twitter users whose recent tweets contained "#edutwitter", 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 1/1/2023 9:56:39 AM and 3/14/2023 9:56:39 AM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 17:39 UTC.
The tweets in the network were tweeted over the 1361-day, 8-hour, 58-minute period from Saturday, 22 June 2019 at 07:57 UTC to Tuesday, 14 March 2023 at 16:56 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 Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #edutwitter
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[1100] giving,away [697] signed,copy [510] celebrate,#worldbookday [509] poetry,books [502] #worldbookday,giving [501] mystery,prize [501] prize,bundle [500] bloomsbury,education [500] fiction,poetry [500] bundle,bloomsbury Top Word Pairs in Tweet in G1:
[1002] giving,away [524] signed,copy [490] #worldbookday,giving [490] mystery,prize [490] celebrate,#worldbookday [490] prize,bundle [489] poetry,books [489] fiction,poetry [489] away,mystery [489] bloomsbury,education Top Word Pairs in Tweet in G2:
[116] twinklresources,teaching [115] teaching,hack [101] #edutwitter,#teacherhacks [94] hack,super [94] super,hack [94] cups,#edutwitter [94] words,using [94] teaching,cvc [94] hack,teaching [94] cvc,words Top Word Pairs in Tweet in G3:
[163] #teaching,#edutwitter [161] more,time [151] time,#chatgpt [151] great,ideas [151] finleyt,#ai [151] use,more [151] help,back [151] #ai,#teaching [151] ideas,finleyt [151] #chatgpt,help Top Word Pairs in Tweet in G4:
[141] good,enough [140] school,websites [140] gilliankeegan,materials [140] materials,published [140] requested,simply [140] published,school [140] simply,good [140] enough,gilliankeegan [139] safeschools_uk,requested [134] schools,#edutwitter Top Word Pairs in Tweet in G5:
[128] #teachertwitter,#learnathome [128] #onlinetutoring,#teachertwitter [128] physics,virtual [128] tutoring,#tutoring [128] #physicstwitter,#onlinetutoring [128] virtual,tutoring [128] #tutoring,#edutwitter [114] #learnathome,#homestudy [102] #edutwitter,#physicstwitter [73] college,university Top Word Pairs in Tweet in G6:
[183] addition,library [183] educators,librarians [183] librarians,make [183] library,12 [183] teachers,educators [183] great,addition [183] make,great [168] itspossible_rod,teachers [150] signed,copy [148] win,signed Top Word Pairs in Tweet in G7:
[117] central,admin [117] one,biggest [116] relationships,students [116] forming,positive [116] biggest,factors [116] factors,increasing [116] teachers,forming [116] admin,teachers [116] positive,relationships [116] students,one Top Word Pairs in Tweet in G8:
[35] #edutwitter,#kidlit [27] youngsters,aged [22] #kidlit,#teachertwitter [21] ideal,youngsters [21] non,fiction [20] feels,flooding [20] spam,days [20] book,spam [20] everyone,book [20] sorry,feels Top Word Pairs in Tweet in G9:
[105] #langchat,#edutwitter [105] #mflchat,#langchat [105] #mfltwitterati,#mflchat [74] linguascope,webinar [61] lindsey,lee [35] call,parent [35] stop,telling [35] please,stop [35] parent,child [35] child,behaviour Top Word Pairs in Tweet in G10:
[29] live,talk [28] #ukedchat,#edutwitter [27] #secondary,#students [26] #ncw2023,#teachers [25] pre,recorded [25] live,pre [24] live,talks [23] programme,live [23] access,during [23] full,programme Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: