The graph represents a network of 5,308 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, 05 July 2021 at 10:25 UTC.
The requested start date was Monday, 05 July 2021 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 6-day, 4-hour, 37-minute period from Monday, 28 June 2021 at 19:22 UTC to Monday, 05 July 2021 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 : 5308
Unique Edges : 3381
Edges With Duplicates : 12125
Total Edges : 15506
Number of Edge Types : 5
Tweet : 2082
Mentions : 3014
Retweet : 4414
MentionsInRetweet : 5836
Replies to : 160
Self-Loops : 2238
Reciprocated Vertex Pair Ratio : 0.0414919113241462
Reciprocated Edge Ratio : 0.0796778369049331
Connected Components : 577
Single-Vertex Connected Components : 259
Maximum Vertices in a Connected Component : 3834
Maximum Edges in a Connected Component : 12826
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.563634
Graph Density : 0.000246826751546954
Modularity : 0.417968
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,308 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, 05 July 2021 at 10:25 UTC.
The requested start date was Monday, 05 July 2021 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 6-day, 4-hour, 37-minute period from Monday, 28 June 2021 at 19:22 UTC to Monday, 05 July 2021 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:
[385] #edchat,#edutwitter [365] #edtech,#edchat [311] #edchat,#edtech [251] gt,gt [202] #edchat,#k12 [197] #education,#edchat [176] #edchat,#education [126] school,year [125] big,education [125] education,ape Top Word Pairs in Tweet in G1:
[193] #edchat,#edtech [152] #edchat,#k12 [124] big,education [124] education,ape [124] #redfored,#tbats [112] ape,top [112] 2021,#redfored [94] #k12,#learning [88] #edtech,#edchat [81] coopmike48,big Top Word Pairs in Tweet in G2:
[89] more,asking [89] asking,students [89] students,pull [89] pull,concepts [89] concepts,brains [89] brains,continually [89] continually,trying [89] trying,put [89] put,concepts [88] cultofpedagogy,more Top Word Pairs in Tweet in G3:
[207] #edchat,#edutwitter [146] #edtech,#edchat [66] make,learning [66] learning,stick [66] stick,based [66] based,research [66] research,#edchat [66] #edutwitter,#disruptivethink [66] #disruptivethink,#suptchat [65] e_sheninger,make Top Word Pairs in Tweet in G4:
[29] #edtech,#edchat [20] #education,#edchat [18] #mradampe,#pegeeks [18] #physed,#pechat [18] #pechat,#googleei [17] #googleei,#googleet [16] #edchat,#edutwitter [16] #edchat,#education [16] social,media [16] #pegeeks,#physed Top Word Pairs in Tweet in G5:
[112] parent,asks [112] asks,help [112] help,child [112] child,succeed [112] succeed,school [112] school,please [112] please,start [112] start,basics [112] basics,proper [112] proper,sleep Top Word Pairs in Tweet in G6:
[71] learning,loss [35] students,feel [33] sometimes,very [33] very,minor [33] minor,shifts [33] shifts,profound [33] profound,impact [33] impact,students [33] feel,work [31] ascd,sometimes Top Word Pairs in Tweet in G7:
[25] #edchat,#cpchat [24] drdoug's,netnuggets [24] netnuggets,#edchat [22] #edtech,#stem [21] today's,lesson [21] lesson,keeping [21] keeping,each [21] each,safe [21] safe,wef [21] wef,enricomolinari Top Word Pairs in Tweet in G8:
[214] gt,gt [57] #edchat,#edutwitter [31] #edchat,#eal [27] #fun,#growth [25] #classroom,#edchat [24] #homeschooling2021,#k12 [22] #growth,#istelive [20] #edchat,#educationalgames [20] #educationalgames,#edutwitter [19] #k12,#learn Top Word Pairs in Tweet in G9:
[93] leeannjung,students [91] students,stay [91] stay,tier [91] tier,tier [91] tier,year [91] year,implement [91] implement,rtii [91] rtii,simply [91] simply,tracked [91] tracked,students Top Word Pairs in Tweet in G10:
[55] #education,#edchat [35] great,leaders [34] one,step [34] step,time [31] appreciate,connect [31] connect,care [30] empower,continuous [29] #growthmindset,#education [29] wadestanford,great [28] erik_youngman,appreciate Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: