The graph represents a network of 5,726 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, 07 March 2022 at 11:24 UTC.
The requested start date was Monday, 07 March 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 4-day, 6-hour, 17-minute period from Monday, 28 February 2022 at 03:33 UTC to Friday, 04 March 2022 at 09:50 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 : 5726
Unique Edges : 3324
Edges With Duplicates : 12049
Total Edges : 15373
Number of Edge Types : 5
Tweet : 1804
Retweet : 4984
MentionsInRetweet : 6524
Mentions : 1980
Replies to : 81
Self-Loops : 1937
Reciprocated Vertex Pair Ratio : 0.0344342937456079
Reciprocated Edge Ratio : 0.0665760869565217
Connected Components : 578
Single-Vertex Connected Components : 278
Maximum Vertices in a Connected Component : 4144
Maximum Edges in a Connected Component : 12472
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.894455
Graph Density : 0.000224517904235183
Modularity : 0.440263
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,726 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, 07 March 2022 at 11:24 UTC.
The requested start date was Monday, 07 March 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 4-day, 6-hour, 17-minute period from Monday, 28 February 2022 at 03:33 UTC to Friday, 04 March 2022 at 09:50 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:
[883] teachers,need [882] key,issues [881] teacher,resignation [881] resignation,crisis [881] crisis,illuminated [881] illuminated,several [881] several,key [881] issues,teachers [881] need,time [881] time,eat Top Word Pairs in Tweet in G1:
[866] teacher,resignation [866] resignation,crisis [866] crisis,illuminated [866] illuminated,several [866] several,key [866] key,issues [866] issues,teachers [866] teachers,need [866] need,time [866] time,eat Top Word Pairs in Tweet in G2:
[233] 38,social [233] social,emotional [233] emotional,skills [233] skills,kids [233] kids,need [233] need,success [233] success,extraordinary [233] extraordinary,#sel [233] #sel,#learning [233] #learning,#edutwitter Top Word Pairs in Tweet in G3:
[171] #edchat,#edtech [118] #edchat,#k12 [118] big,education [118] education,ape [118] #redfored,#tbats [104] #tbats,#edchat [90] ape,top [90] 2022,#redfored [89] #edtech,#edchat [84] #edchat,#education Top Word Pairs in Tweet in G4:
[31] #edchat,#edutwitter [23] #edleadership,#edchat [22] #education,#edchat [22] #students,#teachers [17] join,#biccausewecare [17] #biccausewecare,#community [17] #teachers,#edleadership [17] #edtech,#edchat [17] #googleei,#googleet [17] #googleet,#googlepd Top Word Pairs in Tweet in G5:
[73] #edchat,#k12 [46] #ipsschools,#edchat [30] text,today [30] #ipsproud,#teamips [30] #teamips,#ipsschools [24] public,schools [21] ep,62 [21] 62,features [21] features,teachersonfire [21] teachersonfire,host Top Word Pairs in Tweet in G6:
[52] led,workflows [38] tcea,road [38] road,student [38] student,driven [38] driven,formative [38] formative,assessment [38] assessment,commonsenseed [38] commonsenseed,#edchat [38] #edchat,#learning [38] #learning,#teachertwitter Top Word Pairs in Tweet in G7:
[212] reading,coach [94] students,use [91] huge,news [91] news,announcing [91] announcing,reading [91] coach,tool [91] tool,students [91] use,personalized [91] personalized,reading [91] reading,practice Top Word Pairs in Tweet in G8:
[50] great,leaders [46] wadestanford,great [21] leaders,brave [21] brave,enough [21] enough,share [21] share,feelings [21] feelings,fears [21] fears,shortcomings [21] shortcomings,know [21] know,weakness Top Word Pairs in Tweet in G9:
[103] decision,maker [103] maker,school [103] school,district [103] district,stop [103] stop,having [103] having,trainings [103] trainings,help [103] help,teachers [103] teachers,build [103] build,more Top Word Pairs in Tweet in G10:
[24] role,co [24] co,teacher [24] teacher,assistant [24] assistant,helping [24] helping,lead [24] lead,teacher [24] teacher,co [24] co,teachers [24] teachers,work [24] work,together Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: