The graph represents a network of 4,675 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 December 2022 at 11:40 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 6-hour, 29-minute period from Wednesday, 14 December 2022 at 18:15 UTC to Monday, 26 December 2022 at 00:45 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 : 4675
Unique Edges : 2831
Edges With Duplicates : 11897
Total Edges : 14728
Number of Edge Types : 5
MentionsInRetweet : 5385
Mentions : 2672
Retweet : 4144
Tweet : 2452
Replies to : 75
Self-Loops : 2601
Reciprocated Vertex Pair Ratio : 0.034344111241414
Reciprocated Edge Ratio : 0.0664075153871072
Connected Components : 493
Single-Vertex Connected Components : 274
Maximum Vertices in a Connected Component : 3520
Maximum Edges in a Connected Component : 12193
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.790362
Graph Density : 0.000282550644251165
Modularity : 0.386225
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,675 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 December 2022 at 11:40 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 6-hour, 29-minute period from Wednesday, 14 December 2022 at 18:15 UTC to Monday, 26 December 2022 at 00:45 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 : GraphServerTwitterSearch
Graph Term : edchat
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:
[439] #edchat,#edtech [270] #education,#edchat [255] #edchat,#education [223] #teacherlife,#edchat [219] #edtech,#edchat [219] #teaching,#edchat [160] thinking,thinking [153] woodard_julie,#teaching [153] thinking,woodard_julie [151] tcea,thinking Top Word Pairs in Tweet in G1:
[141] break,time [141] disability,enjoys [141] time,everyone [141] makes,sure [141] student,disability [141] teacher,makes [141] sure,student [141] everyone,#edchat [141] enjoys,break [140] fixingeducation,teacher Top Word Pairs in Tweet in G2:
[196] #teacherlife,#edchat [169] #teaching,#edchat [145] thinking,thinking [140] woodard_julie,#teaching [140] thinking,woodard_julie [138] tcea,thinking [94] complete,kinder [94] need,complete [94] kinder,mooneys [94] definitely,need Top Word Pairs in Tweet in G3:
[298] #edchat,#edtech [132] #education,#edchat [125] #edtech,#homeschool [115] #homeschool,#homeschooling [111] #edtech,#edchat [62] #education,#edtech [56] #edtech,#education [51] #mschat,#hschat [44] #edchat,#elemchat [42] #sel,#edtech Top Word Pairs in Tweet in G4:
[47] #aussieed,#edchat [42] #ukedchat,#science [42] #science,#nqtchat [39] professional,learning [38] ascd,professional [35] learning,community [32] #ittchat,#aussieed [32] #nqtchat,#ittchat [30] here's,today's [27] mock,exams Top Word Pairs in Tweet in G5:
[41] 100,best [41] places,visit [41] best,places [41] visit,usa [18] #edchat,#edtech [16] #education,#edchat [16] #edtech,#edchat [13] check,blog [13] #edchat,#education [11] report,ready Top Word Pairs in Tweet in G6:
[47] student,engagement [46] achievethecore,#teachertwitter [46] struggling,student [46] engagement,give [46] one,language [46] give,one [46] language,swaps [46] swaps,try [46] try,achievethecore [45] teacher2teacher,struggling Top Word Pairs in Tweet in G7:
[47] #edchat,#k12 [24] #k12,#edchat [15] high,school [14] #edtech,#edchat [13] ascd,professional [12] restorative,practice [12] public,schools [12] moines,public [12] ended,contract [12] happened,moines Top Word Pairs in Tweet in G8:
[107] brain,blast [99] blast,#edchat [99] #edchat,#education [99] #education,#lessons [99] #lessons,#teaching [99] beginning,lesson [99] engaging,students [99] lesson,brain [99] students,beginning [99] #teaching,#k12 Top Word Pairs in Tweet in G9:
[41] leeannjung,students [29] students,belong [27] students,referring [27] belong,validated [27] validated,call [27] referring,special [27] call,students [26] significant,need [25] special,educa [21] many,students Top Word Pairs in Tweet in G10:
[29] station,rotation [23] talking,#chatgpt [23] depends,everyone [23] many,articles [23] chatgpt,depends [23] everyone,#education [23] #chatgpt,many [23] disruptive,chatgpt [23] #education,talking [20] articles,podcast Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: