The graph represents a network of 8,267 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 10,000 tweets. The network was obtained from Twitter on Tuesday, 13 July 2021 at 20:49 UTC.
The tweets in the network were tweeted over the 5-day, 22-hour, 16-minute period from Wednesday, 07 July 2021 at 22:01 UTC to Tuesday, 13 July 2021 at 20:18 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 : 8267
Unique Edges : 13175
Edges With Duplicates : 4121
Total Edges : 17296
Number of Edge Types : 5
Retweet : 6502
Tweet : 2519
MentionsInRetweet : 5079
Mentions : 2872
Replies to : 324
Self-Loops : 2642
Reciprocated Vertex Pair Ratio : 0.0417896163968419
Reciprocated Edge Ratio : 0.0802265941973513
Connected Components : 1225
Single-Vertex Connected Components : 689
Maximum Vertices in a Connected Component : 5664
Maximum Edges in a Connected Component : 13621
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.884599
Graph Density : 0.000191161129647401
Modularity : 0.7008
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,267 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 10,000 tweets. The network was obtained from Twitter on Tuesday, 13 July 2021 at 20:49 UTC.
The tweets in the network were tweeted over the 5-day, 22-hour, 16-minute period from Wednesday, 07 July 2021 at 22:01 UTC to Tuesday, 13 July 2021 at 20:18 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:
[634] #edchat,#edutwitter [431] #edutwitter,#learning [428] #education,#edutwitter [369] #teachertwitter,#edutwitter [340] critical,thinking [326] #edutwitter,#teachertwitter [318] hard,work [310] thinking,cheatsheet [310] cheatsheet,glodigcit [310] glodigcit,#edutwitter Top Word Pairs in Tweet in G1:
[82] #edutwitter,#tvttagteam [76] job,september [71] attempt,lucky [71] lucky,break [71] break,passionate [71] passionate,hard [71] hard,working [71] working,rqt [71] rqt,history [71] history,humanities Top Word Pairs in Tweet in G2:
[412] #edutwitter,#learning [411] #edchat,#edutwitter [332] critical,thinking [308] thinking,cheatsheet [308] cheatsheet,glodigcit [308] glodigcit,#edutwitter [308] #learning,#k12 [308] #k12,#teachertwitter [168] gt,gt [90] #learning,#educoach Top Word Pairs in Tweet in G3:
[41] #education,#edutwitter [25] #edutwitter,#education [23] #edutwitter,#teachertwitter [21] #edutwitter,#edchat [21] #teachertwitter,#edutwitter [13] #edchat,#edutwitter [11] #edutwitter,#teachers [10] end,term [10] #teaching,#edutwitter [10] legit,affordable Top Word Pairs in Tweet in G4:
[140] #edtech,#edutwitter [69] #edutwitter,#education [56] #education,#edutwitter [45] #edutwitter,#edchat [37] #edutech,#edutwitter [36] #edtech,#edutech [36] #edutwitter,#tosachat [33] #edutwitter,#edtech [31] #education,#edtech [30] stay,tuned Top Word Pairs in Tweet in G5:
[178] #womened,#teachertwitter [135] #teachertwitter,#edutwitter [131] enabling,defending [131] defending,children [131] children,unsuitable [131] unsuitable,person [131] person,barred [131] barred,working [131] working,excuses [131] excuses,#safeguarding Top Word Pairs in Tweet in G6:
[77] children,infected [62] people,comfortable [62] comfortable,allowing [62] allowing,infections [62] infections,spread [62] spread,schools [62] schools,happen [62] happen,#edutwitter [55] #edutwitter,#downingstreetbriefing [50] predicted,wave Top Word Pairs in Tweet in G7:
[37] reading,challenge [35] posters,bookmarks [35] bookmarks,teacher [35] teacher,librarian [35] librarian,preparing [35] preparing,classroom [35] classroom,library [35] library,school [35] school,touch [35] touch,poster Top Word Pairs in Tweet in G8:
[292] custom,library [292] library,card [292] card,prints [290] teacher,giveaway [290] giveaway,hard [290] hard,work [290] work,past [290] past,middle [290] middle,grade [290] grade,bookmarks Top Word Pairs in Tweet in G9:
[159] pedagogical,leadership [154] leadership,#edchat [125] #edchat,#edutwitter [125] #suptchat,#cpchat [115] post,pedagogical [115] #edchat,#suptchat [115] #cpchat,#satchat [115] #satchat,#edutwitter [69] #edutwitter,#suptchat [59] #disruptivethink,#edchat Top Word Pairs in Tweet in G10:
[107] love,art [107] art,great [107] great,end [107] end,term [107] term,activity [107] activity,#edutwitter [19] #education,#edutwitter [13] week,investigating [13] investigating,heart [13] heart,rate Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: