The graph represents a network of 4,592 Twitter users whose recent tweets contained "#EdChat", 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 Saturday, 07 January 2023 at 18:10 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 54-minute period from Wednesday, 28 December 2022 at 15:30 UTC to Saturday, 07 January 2023 at 17:24 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 : 4592
Unique Edges : 6523
Edges With Duplicates : 4834
Total Edges : 11357
Number of Edge Types : 5
Retweet : 4379
Mentions : 2102
MentionsInRetweet : 2419
Tweet : 2375
Replies to : 82
Self-Loops : 2521
Reciprocated Vertex Pair Ratio : 0.0297381269418553
Reciprocated Edge Ratio : 0.0577586206896552
Connected Components : 499
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 3430
Maximum Edges in a Connected Component : 9218
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.594309
Graph Density : 0.000330141459923483
Modularity : 0.543599
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,592 Twitter users whose recent tweets contained "#EdChat", 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 Saturday, 07 January 2023 at 18:10 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 54-minute period from Wednesday, 28 December 2022 at 15:30 UTC to Saturday, 07 January 2023 at 17:24 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 : #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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[525] #edtech,#edchat [525] #edchat,#edtech [420] #education,#edchat [392] #edchat,#edutwitter [318] #udl,#inclusion [304] #edchat,#udl [244] #edchat,#teaching [244] #leadinclusion,#edchat [239] #edchat,#k12 [227] #edchat,#education Top Word Pairs in Tweet in G1:
[149] #edchat,#teacherlife [125] each,#edchat [125] lean,each [124] #teaching,#learning [96] #edchat,#teaching [89] #edutwitter,#edchat [79] #educoach,#edchat [72] 20,principles [72] principles,#teaching [72] #learning,inner_drive Top Word Pairs in Tweet in G2:
[269] #edtech,#edchat [203] #edchat,#edtech [178] #education,#edchat [167] #edchat,#k12 [83] #edchat,#edchatie [79] #teachertwitter,#edchat [78] #k12,#learning [75] #learning,#edleadership [74] #edchat,#edutwitter [73] #education,#edtech Top Word Pairs in Tweet in G3:
[278] #udl,#inclusion [266] #edchat,#udl [212] #leadinclusion,#edchat [91] #leadinclusion,#specialeducation [91] #specialeducation,#edchat [86] universal,design [77] design,learning [63] learning,#leadinclusion [59] put,place [59] student,universal Top Word Pairs in Tweet in G4:
[36] #ukedchat,#edchat [34] #googleei,#googleet [34] #primaryrocks,#ukedchat [34] #googleet,#googlepd [34] #googlepd,#primaryrocks [32] #mradampe,#pegeeks [20] #edtech,#edchat [20] #pegeeks,#ukpechat [20] #ukpechat,#physed [18] #education,#edchat Top Word Pairs in Tweet in G5:
[67] #teachers,#teaching [67] #edchat,#dokchat [65] solutiontree,learningforward [61] #crazypln,#edchat [61] #edugladiators,#leadupchat [61] #leadership,#edugladiators [61] #celebrated,#joyfulleaders [61] #leadlap,#celebrated [61] #suptchat,#crazypln [61] #edchat,#satchat Top Word Pairs in Tweet in G6:
[196] #edchat,#edutwitter [148] station,rotation [143] #blendedlearning,#edchat [98] instructional,model [79] 5es,instructional [62] #edchateu,#ukedchat [60] successful,small [60] #edutwitter,#edchateu [60] playlist,#blendedlearning [60] worried,student Top Word Pairs in Tweet in G7:
[185] teaching,math [184] math,resources [184] lego,brick [184] very,few [184] math,legos [184] useful,versatile [184] versatile,humble [184] few,hands [184] ideas,teaching [184] legos,#edchat Top Word Pairs in Tweet in G8:
[26] #teachers,#edchat [20] #teachertwitter,#edchat [19] #teachers,#teachertwitter [18] #edchat,#edutwitter [16] we've,decided [16] things,we've [15] #crazypln,#edchat [15] #suptchat,#crazypln [14] start,2023 [14] #edugladiators,#leadupchat Top Word Pairs in Tweet in G9:
[126] #tlchat,#futurereadylibs [110] choice,board [104] make,copy [100] january,choice [83] special,events [83] coding,making [83] board,filled [83] #edtech,#edchat [83] making,technology [83] events,january Top Word Pairs in Tweet in G10:
[56] more,overweight [56] students,enough [56] sleep,don [56] immune,system [56] trouble,focusing [56] increases,absences [56] more,errors [56] make,more [56] errors,more [56] enough,sleep 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 G8:
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: