The graph represents a network of 5,283 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, 18 April 2022 at 10:23 UTC.
The requested start date was Monday, 18 April 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, 35-minute period from Tuesday, 12 April 2022 at 09:24 UTC to Monday, 18 April 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 : 5283
Unique Edges : 3347
Edges With Duplicates : 11987
Total Edges : 15334
Number of Edge Types : 5
Retweet : 4897
MentionsInRetweet : 6426
Tweet : 1877
Mentions : 1996
Replies to : 138
Self-Loops : 2058
Reciprocated Vertex Pair Ratio : 0.0364441903673003
Reciprocated Edge Ratio : 0.0703254274682846
Connected Components : 488
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 4114
Maximum Edges in a Connected Component : 13465
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.982661
Graph Density : 0.000259883548375144
Modularity : 0.429368
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,283 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, 18 April 2022 at 10:23 UTC.
The requested start date was Monday, 18 April 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, 35-minute period from Tuesday, 12 April 2022 at 09:24 UTC to Monday, 18 April 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:
[728] #edchat,#k12 [470] brain,blast [405] #education,#teacher [404] blast,#education [401] students,answer [401] answer,next [401] next,move [401] move,brain [401] #studentsuccess,#edchat [400] #teacher,#studentsuccess Top Word Pairs in Tweet in G1:
[215] #edchat,#k12 [198] #redfored,#tbats [197] big,education [197] education,ape [182] #tbats,#edchat [168] #edchat,#edtech [147] 2022,#redfored [146] ape,top [146] #k12,#learning [128] #edtech,#engchat Top Word Pairs in Tweet in G2:
[147] check,understanding [147] understanding,using [147] using,tapple [147] tapple,verify [147] verify,students [147] students,#learning [147] #learning,time [147] time,dataworksed [146] tcea,check [145] dataworksed,#e Top Word Pairs in Tweet in G3:
[382] brain,blast [334] blast,#education [332] students,answer [332] answer,next [332] next,move [332] move,brain [332] #education,#teacher [332] #teacher,#studentsuccess [332] #studentsuccess,#edchat [332] #edchat,#k12 Top Word Pairs in Tweet in G4:
[34] #edchat,#education [19] #education,#edchat [18] #mradampe,#pegeeks [18] #physed,#pechat [18] #pechat,#googleei [16] learn,more [16] #pegeeks,#physed [16] #googleei,#googleet [15] #edchat,#edutwitter [14] april,15 Top Word Pairs in Tweet in G5:
[215] reading,reading [213] friendly,reminder [213] reminder,school [213] school,librarian [213] librarian,listening [213] listening,#audiobooks [213] #audiobooks,reading [213] reading,#graphicnovels [212] andrea_trudeau,friendly [211] #graphicnovels,readin Top Word Pairs in Tweet in G6:
[122] re,engage [121] reading,learn [121] learn,crucial [121] crucial,subject [121] subject,teachers [121] teachers,re [121] engage,students [121] students,enjoy [115] catlin_tucker,reading [112] enjoy,reading Top Word Pairs in Tweet in G7:
[75] instead,assuming [75] assuming,students [75] students,don [75] don,care [75] care,let's [75] let's,investigate [75] investigate,barriers [75] barriers,facing [70] students,disengage [69] facing,students Top Word Pairs in Tweet in G8:
[102] schools,spend [102] spend,much [102] much,time [102] time,talking [102] talking,tier [102] tier,tier [102] tier,interventions [102] interventions,things [102] things,kids [102] kids,sometimes Top Word Pairs in Tweet in G9:
[61] drdoug's,netnuggets [61] netnuggets,#edchat [58] #edchat,#cpchat [29] drdouggreen,drdoug's [22] #cpchat,rmbyrne [22] rmbyrne,poetsorg [22] poetsorg,innovative_tech [22] innovative_tech,willknight [22] willknight,wired [22] wired,socialmedia2day Top Word Pairs in Tweet in G10:
[48] #teachertwitter,#edchat [46] #edchat,#edutwitter [27] megburkenpsd,#teachertwitter [23] tried,teacher [23] teacher,approved [23] approved,formative [23] formative,assessment [23] assessment,strategies [23] strategies,#edchat [23] teacher2teacher,tried Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
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 Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: