The graph represents a network of 2,701 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 11:21 UTC.
The tweets in the network were tweeted over the 2864-day, 7-hour, 27-minute period from Saturday, 09 May 2015 at 16:13 UTC to Sunday, 12 March 2023 at 23:41 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 : 2701
Unique Edges : 1901
Edges With Duplicates : 8170
Total Edges : 10071
Number of Edge Types : 9
Retweet : 2259
MentionsInRetweet : 3075
Mentions : 2387
Quote : 186
Tweet : 1448
Replies to : 201
MentionsInQuote : 100
MentionsInReplyTo : 241
MentionsInQuoteReply : 174
Self-Loops : 1973
Reciprocated Vertex Pair Ratio : 0.067359143846396
Reciprocated Edge Ratio : 0.126216455322914
Connected Components : 295
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 1897
Maximum Edges in a Connected Component : 8173
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.842006
Graph Density : 0.000464985533478684
Modularity : 0.327074
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,701 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 11:21 UTC.
The tweets in the network were tweeted over the 2864-day, 7-hour, 27-minute period from Saturday, 09 May 2015 at 16:13 UTC to Sunday, 12 March 2023 at 23:41 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:
[648] #education,#educhat [257] #edutwitter,#educhat [221] edumatchbooks,#education [198] educator,stories [194] #educhat,#k12 [186] #educhat,#edutwitter [179] things,wish [175] true,story [175] kid,taught [175] one,kid Top Word Pairs in Tweet in G1:
[530] #education,#educhat [221] edumatchbooks,#education [197] educator,stories [177] things,wish [175] lessons,one [175] story,lessons [175] one,kid [175] true,story [175] kid,taught [174] #educhat,#k12 Top Word Pairs in Tweet in G2:
[88] #edchat,#edutwitter [86] purposeful,use [81] use,technology [61] #edutwitter,#educhat [37] framework,learning [37] learning,purposeful [34] #edchat,#edtech [33] using,#edtech [33] students,using [33] comes,purposeful Top Word Pairs in Tweet in G3:
[80] #onted,#educhat [63] canada,#onted [63] #tdsb,#catholic [63] #educhat,#hdsb [63] #ocdsb,#tdsb [63] free,canada [63] #wrdsb,#ocdsb [63] acceptable,free [63] #hdsb,#wrdsb [63] #catholic,#catholictwitter Top Word Pairs in Tweet in G4:
[60] edulicious,daily [60] daily,thanks [60] latest,edulicious [50] #edutwitter,#educhat [45] #educhat,#education [30] #educhat,#teachertwitter [18] #sid2023,#saferinternetwithimpero [18] #ukedchat,#edutwitter [18] #edchat,#ukedchat [18] #teachertwitter,#edchat Top Word Pairs in Tweet in G5:
[89] #educhat,#edutwitter [71] thousands,future [68] #edutwitter,#schooltrusts [65] #schooltrips,#educhat [62] share,colleagues [59] colleagues,#schooltrips [58] future,#schooltrips [53] colleagues,save [53] school,thousands [53] save,school Top Word Pairs in Tweet in G6:
[20] #educhat,#edutwitter [18] #edutwitter,#educhat [8] follow,ll [8] bethtweddlenews,keeponpushing88 [8] pension,give [8] ve,teacher [8] derekredmond400,#mondaymotivation [8] listen,bethtweddlenews [8] #mondaymotivation,listen [8] keeponpushing88,derekredmond400 Top Word Pairs in Tweet in G7:
[38] principal's,lair [38] latest,principal's [35] lair,thanks [24] #realestate,#educhat [14] #educhat,#realestate [6] geekeducator,#realestate [5] great,idea [5] idea,#teachertwitter [5] #teachertwitter,#educhat [4] focus,advise Top Word Pairs in Tweet in G8:
[12] #edchat,#edleaders [12] #edu,#education [12] #student,#teacher [12] #superintendents,#blendedlearning [12] #educhat,#parents [12] #parents,#principals [12] #education,#educhat [12] #teacher,#superintendents [12] #principals,#student [12] #edleaders,#edu Top Word Pairs in Tweet in G9:
[71] think,intensively [71] plus,character [71] intensively,think [71] intelligence,plus [71] think,critically [71] critically,intelligence [71] teach,one [71] one,think [71] function,education [71] education,teach Top Word Pairs in Tweet in G10:
[55] bc,education [55] #tlchat,#educhat [55] daily,#think35 [55] education,design [55] #pblchat,#design [55] #educhat,#edtech [55] #edtech,#bced [55] #think35,edchat [55] edchat,#pblchat [55] design,daily 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 G6:
Top Replied-To in G7:
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: