The graph represents a network of 10,879 Twitter users whose recent tweets contained "#EduTwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 July 2021 at 03:36 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 7-minute period from Tuesday, 13 July 2021 at 15:36 UTC to Thursday, 22 July 2021 at 02:44 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 10879
Unique Edges : 17861
Edges With Duplicates : 6052
Total Edges : 23913
Number of Edge Types : 5
Retweet : 9189
MentionsInRetweet : 6767
Replies to : 672
Tweet : 3604
Mentions : 3681
Self-Loops : 3771
Reciprocated Vertex Pair Ratio : 0.0398333919981227
Reciprocated Edge Ratio : 0.0766149506346968
Connected Components : 1610
Single-Vertex Connected Components : 992
Maximum Vertices in a Connected Component : 7638
Maximum Edges in a Connected Component : 19374
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.072083
Graph Density : 0.000149778063977111
Modularity : 0.683725
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,879 Twitter users whose recent tweets contained "#EduTwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 July 2021 at 03:36 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 7-minute period from Tuesday, 13 July 2021 at 15:36 UTC to Thursday, 22 July 2021 at 02:44 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
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:
[866] #teachertwitter,#edutwitter [743] #edchat,#edutwitter [590] #edutwitter,#teachertwitter [552] #education,#edutwitter [441] #edutwitter,#education [361] young,people [307] happy,friday [284] gt,gt [265] #school,#teacher [264] #teacher,#student Top Word Pairs in Tweet in G1:
[83] next,year [74] #teachertwitter,#edutwitter [66] #edutwitter,#tvttagteam [66] retweet,love [63] hi,everyone [61] again,next [60] one,follows [60] follows,anyone [60] anyone,retweet [60] love,forever Top Word Pairs in Tweet in G2:
[46] #education,#edutwitter [45] #edutwitter,#education [45] #edutwitter,#teachertwitter [42] #teachertwitter,#edutwitter [36] next,year [23] end,term [23] #edchat,#edutwitter [18] school,year [17] year,#edutwitter [17] #edutwitter,#edchat Top Word Pairs in Tweet in G3:
[224] #edchat,#edutwitter [122] #edutwitter,#teachertwitter [116] #edutech,#edutwitter [113] #edtech,#edutech [112] #edutwitter,#tosachat [97] #teaching,#edutwitter [89] #edtech,#edutwitter [89] #learning,#teaching [87] #tosachat,#eduducttape [84] coming,soon Top Word Pairs in Tweet in G4:
[163] mass,infection [155] safety,measures [151] infection,better [151] better,vaccination [151] 11,17 [135] 96,children [135] children,hospitalised [135] hospitalised,days [124] choice,vaccination [122] days,#edutwitter Top Word Pairs in Tweet in G5:
[549] #teachertwitter,#edutwitter [164] #clearthelist,#clearthelists [156] #edutwitter,#education [146] #edutwitter,#teachertwitter [140] teachers,needs [140] needs,#teacherlift [140] #teacherlift,yout [140] yout,#clearthelists [140] #clearthelists,donorschoose [140] donorschoose,fundraisers Top Word Pairs in Tweet in G6:
[113] job,september [112] one,last [112] last,attempt [112] attempt,lucky [112] lucky,break [112] break,passionate [112] passionate,hard [112] hard,working [112] working,rqt [112] rqt,anyone Top Word Pairs in Tweet in G7:
[82] shout,everyone [34] #education,#edutwitter [30] #sciencetwitter,#edutwitter [25] everyone,finished [25] finished,difficult [25] difficult,year [25] year,career [25] career,made [25] made,#edutwitter [25] happy,friday Top Word Pairs in Tweet in G8:
[163] following,#ofsted [163] #ofsted,#rse [163] #rse,report [163] report,more [163] more,recent [163] recent,incidents [163] incidents,ve [163] ve,lodged [163] lodged,petition [163] petition,seeking Top Word Pairs in Tweet in G9:
[234] happy,friday [232] teaching,according [232] shape,future [230] according,destiny [230] destiny,child [230] child,whenever [230] whenever,finish [230] finish,teachers [230] teachers,salute [230] salute,steered Top Word Pairs in Tweet in G10:
[221] #edchat,#edutwitter [170] #suptchat,#cpchat [167] #edutwitter,#suptchat [149] station,rotation [141] blending,station [141] rotation,model [141] model,#edchat [102] #cpchat,#disruptivethink [101] #disruptivethink,#blendedlearning [41] #edutwitter,#blendedlearning 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: