The graph represents a network of 2,455 Twitter users whose recent tweets contained "educhat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 11:21 UTC.
The tweets in the network were tweeted over the 2245-day, 3-hour, 15-minute period from Tuesday, 22 November 2016 at 21:30 UTC to Monday, 16 January 2023 at 00:45 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 : 2455
Unique Edges : 1668
Edges With Duplicates : 8225
Total Edges : 9893
Number of Edge Types : 8
Tweet : 1352
Retweet : 2290
MentionsInRetweet : 3220
MentionsInReplyTo : 172
Mentions : 2546
Replies to : 114
Quote : 101
MentionsInQuote : 98
Self-Loops : 1848
Reciprocated Vertex Pair Ratio : 0.0529689608636977
Reciprocated Edge Ratio : 0.100608779237424
Connected Components : 301
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 1433
Maximum Edges in a Connected Component : 7711
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.9066
Graph Density : 0.000518045271280772
Modularity : 0.303362
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,455 Twitter users whose recent tweets contained "educhat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 11:21 UTC.
The tweets in the network were tweeted over the 2245-day, 3-hour, 15-minute period from Tuesday, 22 November 2016 at 21:30 UTC to Monday, 16 January 2023 at 00:45 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 : educhat
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:
[685] #education,#educhat [332] educator,stories [267] #sel,#edtech [248] edumatchbooks,#education [241] things,wish [226] wish,knew [224] #education,#sel [220] #educhat,#k12 [217] true,story [216] kid,taught Top Word Pairs in Tweet in G1:
[569] #education,#educhat [321] educator,stories [263] #sel,#edtech [245] edumatchbooks,#education [233] things,wish [222] #education,#sel [220] wish,knew [212] story,lessons [212] true,story [212] one,kid Top Word Pairs in Tweet in G2:
[110] #educhat,#teacherchat [108] hallway,school [108] school,#educhat [107] weareteachers,hallway [8] laugh,#educhat [8] teachers,thinking [8] thinking,#educhat [8] left,handed [8] #lefthanded,#educhat [8] someone,needs Top Word Pairs in Tweet in G3:
[20] #education,#educhat [13] #edutwitter,#educhat [12] #educhat,#edutwitter [11] #teachertwitter,#educhat [9] #schooltrips,#educhat [9] read,share [9] thousands,booking [9] school,save [9] colleagues,#schooltrips [9] booking,multiple Top Word Pairs in Tweet in G4:
[80] principal's,lair [80] latest,principal's [76] lair,thanks [48] #educhat,#realestate [32] #realestate,#educhat [12] #edchat,#educhat [10] #edutwitter,#educhat [8] thanks,geekeducator [8] thanks,tcea [7] retweet,please Top Word Pairs in Tweet in G5:
[65] daily,thanks [65] latest,edulicious [65] edulicious,daily [49] #educhat,#education [19] #edtech,#educhat [18] #education,#educhat [17] please,retweet [16] sparx,maths [15] children,please [15] #teachertwitter,#educhat Top Word Pairs in Tweet in G6:
[79] power,conflict [76] gcse,power [65] aqaenglish,gcse [65] poems,aqaenglish [58] comicsandlit,illustrated [45] extract,analysis [42] conflict,poetry [39] help,students [39] illustrated,poems [39] designed,help Top Word Pairs in Tweet in G7:
[62] #think35,edchat [62] design,daily [62] bc,education [62] daily,#think35 [62] #pblchat,#design [62] edchat,#pblchat [62] #design,#tlchat [62] education,design [62] #educhat,#edtech [62] #tlchat,#educhat Top Word Pairs in Tweet in G8:
[45] help,yourself [31] case,see [31] see,earlier [31] earlier,thanksgiving [31] thanksgiving,math [31] puzzles,help [31] math,puzzles [30] pearse_margie,case [19] mental,math [19] subtraction,using Top Word Pairs in Tweet in G9:
[17] #teachers,#edutwitter [17] #edutwitter,#sltchat [12] 15,everything [12] headteacher,safeguarding [12] interested,assistant [12] tips,advice [12] safeguarding,role [12] inc,personal [12] assistant,headteacher [12] application,inc Top Word Pairs in Tweet in G10:
[37] #edutwitter,#educhat [32] #education,#edutwitter [29] #writingcommunity,#kidlit [21] #kidlit,#education [18] teaching,job [16] #educhat,#mediumsnetwork [15] #educhat,#edutech [15] #education,#teachers [15] #edutech,#edchat [15] #education,#educhat Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: