The graph represents a network of 2,493 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 11:21 UTC.
The tweets in the network were tweeted over the 2238-day, 2-hour, 45-minute period from Tuesday, 22 November 2016 at 21:30 UTC to Monday, 09 January 2023 at 00:16 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 : 2493
Unique Edges : 1760
Edges With Duplicates : 8108
Total Edges : 9868
Number of Edge Types : 8
Tweet : 1325
Retweet : 2311
MentionsInRetweet : 3221
MentionsInReplyTo : 179
Mentions : 2536
Replies to : 106
Quote : 103
MentionsInQuote : 87
Self-Loops : 1811
Reciprocated Vertex Pair Ratio : 0.0536007892140743
Reciprocated Edge Ratio : 0.101747815230961
Connected Components : 291
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 1522
Maximum Edges in a Connected Component : 7823
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.036522
Graph Density : 0.000515729757607014
Modularity : 0.3107
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,493 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 11:21 UTC.
The tweets in the network were tweeted over the 2238-day, 2-hour, 45-minute period from Tuesday, 22 November 2016 at 21:30 UTC to Monday, 09 January 2023 at 00:16 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:
[653] #education,#educhat [345] educator,stories [264] #sel,#edtech [235] things,wish [234] edumatchbooks,#education [227] time,book [222] #education,#sel [220] wish,knew [216] true,story [215] kid,taught Top Word Pairs in Tweet in G1:
[477] #education,#educhat [240] educator,stories [231] edumatchbooks,#education [169] grab,copy [169] things,wish [167] wish,knew [165] #education,#sel [162] #sel,#edtech [149] lessons,one [149] story,lessons Top Word Pairs in Tweet in G2:
[98] time,book [97] #sel,#edtech [93] educator,stories [91] doing,classroom [91] rdene915,looking [91] classroom,more [91] bloggers,share [91] guest,bloggers [91] share,doing [91] site,submissions Top Word Pairs in Tweet in G3:
[64] edulicious,daily [64] daily,thanks [64] latest,edulicious [47] #edutwitter,#educhat [42] #educhat,#education [38] #education,#edutwitter [32] #education,#educhat [27] #writingcommunity,#kidlit [23] teaching,job [21] #teachers,#edutwitter Top Word Pairs in Tweet in G4:
[109] #educhat,#teacherchat [107] hallway,school [107] school,#educhat [106] weareteachers,hallway [9] left,handed [9] #lefthanded,#educhat [8] scissors,#lefthanded [8] laugh,#educhat [8] handed,scissors [8] laugh,laugh Top Word Pairs in Tweet in G5:
[92] principal's,lair [92] latest,principal's [88] lair,thanks [60] #educhat,#realestate [32] #realestate,#educhat [12] #edchat,#educhat [8] thanks,geekeducator [8] thanks,tcea [8] thanks,carlaacarlson [7] retweet,please Top Word Pairs in Tweet in G6:
[15] #education,#educhat [15] #teachertwitter,#educhat [11] #educhat,#edutwitter [11] #edutwitter,#educhat [9] #edutwitter,#schooltrusts [9] colleagues,#schooltrips [9] loyalty,scheme [9] read,share [9] #schooltrips,#educhat [8] save,thousands Top Word Pairs in Tweet in G7:
[78] power,conflict [75] gcse,power [65] aqaenglish,gcse [65] poems,aqaenglish [63] extract,analysis [57] comicsandlit,illustrated [44] conflict,poetry [43] annotation,build [43] summary,context [43] videos,use Top Word Pairs in Tweet in G8:
[59] #think35,edchat [59] design,daily [59] bc,education [59] daily,#think35 [59] #pblchat,#design [59] edchat,#pblchat [59] #design,#tlchat [59] education,design [59] #educhat,#edtech [59] #tlchat,#educhat Top Word Pairs in Tweet in G9:
[44] help,yourself [31] math,puzzles [31] earlier,thanksgiving [31] puzzles,help [31] see,earlier [31] case,see [31] thanksgiving,math [30] pearse_margie,case [19] using,change [19] decimal,subtraction Top Word Pairs in Tweet in G10:
[31] sex,spaces [31] single,sex [22] #onted,#educhat [17] girls,rights [16] support,girls [16] rights,single [13] right,single [11] thoughts,#onted [11] under,charter [11] rights,freedoms Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: