The graph represents a network of 4,971 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, 13 June 2022 at 10:37 UTC.
The requested start date was Monday, 13 June 2022 at 00:01 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 5-day, 14-hour, 37-minute period from Tuesday, 07 June 2022 at 09:22 UTC to Monday, 13 June 2022 at 00:00 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 : 4971
Unique Edges : 3570
Edges With Duplicates : 12272
Total Edges : 15842
Number of Edge Types : 5
Retweet : 4997
MentionsInRetweet : 7089
Tweet : 1774
Mentions : 1873
Replies to : 109
Self-Loops : 1859
Reciprocated Vertex Pair Ratio : 0.0338083263481419
Reciprocated Edge Ratio : 0.0654054054054054
Connected Components : 435
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 3947
Maximum Edges in a Connected Component : 14046
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.298877
Graph Density : 0.000299523959285789
Modularity : 0.404594
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,971 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, 13 June 2022 at 10:37 UTC.
The requested start date was Monday, 13 June 2022 at 00:01 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 5-day, 14-hour, 37-minute period from Tuesday, 07 June 2022 at 09:22 UTC to Monday, 13 June 2022 at 00:00 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:
[537] #education,#edchat [482] #edchat,#k12 [386] critical,thinking [360] brain,blast [343] #teachers,#education [337] #k12,#ukedchat [335] trauma,informed [335] informed,teaching [335] teaching,strategies [335] strategies,brain Top Word Pairs in Tweet in G1:
[357] critical,thinking [206] looking,ways [206] ways,end [206] end,lessons [206] lessons,try [206] try,lesson [206] lesson,reflection [206] reflection,sheets [206] sheets,edtechneil [206] edtechneil,#edchat Top Word Pairs in Tweet in G2:
[172] #edchat,#edtech [155] #education,#edchat [120] #edtech,#edchat [90] #edchat,#k12 [75] #edtech,#homeschool [68] #homeschool,#homeschooling [67] #edchat,#education [51] #edtechchat,#edchat [46] school,year [45] #edtech,#education Top Word Pairs in Tweet in G3:
[290] brain,blast [276] #k12,#ukedchat [272] trauma,informed [272] informed,teaching [272] teaching,strategies [272] strategies,brain [272] blast,#elemchat [272] #elemchat,#students [272] #students,#teachers [272] #teachers,#education Top Word Pairs in Tweet in G4:
[60] students,disengage [48] instead,assuming [48] assuming,students [48] students,don [48] don,care [48] care,let's [48] let's,investigate [48] investigate,barriers [48] barriers,facing [48] facing,students Top Word Pairs in Tweet in G5:
[17] #education,#edchat [16] #edchat,#education [16] #edchat,#edtech [14] #edchat,#edutwitter [12] check,blog [12] #learning,#edchat [9] little,lake [8] #edutwitter,#edchat [8] #teaching,#learning [7] middle,school Top Word Pairs in Tweet in G6:
[30] student,isn [30] isn,good [30] good,test [30] test,taker [30] taker,doesn [30] doesn,flawed [30] flawed,learning [30] learning,assessing [30] assessing,student [30] student,one Top Word Pairs in Tweet in G7:
[92] world,ucp [91] alberta,university [91] university,ranks [91] ranks,110th [91] 110th,world [91] ucp,pats [91] pats,itself [91] itself,back [91] back,alberta [91] alberta,public Top Word Pairs in Tweet in G8:
[70] great,leaders [63] wadestanford,great [31] those,around [27] know,great [27] great,things [24] leaders,focus [16] leaders,strive [16] strive,lift [16] lift,those [16] around,spread Top Word Pairs in Tweet in G9:
[13] #k12,#edchat [11] public,schools [9] #edchat,#education [9] #highschool,#teachers [9] help,students [7] importance,imaginary [7] imaginary,worlds [7] worlds,unstructured [7] unstructured,play [7] play,intellectual Top Word Pairs in Tweet in G10:
[16] litdriveuk,looking [7] future,work [6] entrepreneurial,mindset [6] mindset,imperative [6] imperative,future [6] work,relies [6] relies,creative [6] creative,critical [6] critical,thinkers [6] thinkers,recognize Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: