The graph represents a network of 4,969 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, 25 April 2022 at 10:39 UTC.
The requested start date was Monday, 25 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, 21-hour, 21-minute period from Tuesday, 19 April 2022 at 02:39 UTC to Monday, 25 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 : 4969
Unique Edges : 3724
Edges With Duplicates : 11978
Total Edges : 15702
Number of Edge Types : 5
Tweet : 2053
Retweet : 4625
MentionsInRetweet : 6444
Mentions : 2461
Replies to : 119
Self-Loops : 2277
Reciprocated Vertex Pair Ratio : 0.0458255763998282
Reciprocated Edge Ratio : 0.0876352184033959
Connected Components : 511
Single-Vertex Connected Components : 247
Maximum Vertices in a Connected Component : 3672
Maximum Edges in a Connected Component : 13331
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.027648
Graph Density : 0.000295835792217708
Modularity : 0.414054
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,969 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, 25 April 2022 at 10:39 UTC.
The requested start date was Monday, 25 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, 21-hour, 21-minute period from Tuesday, 19 April 2022 at 02:39 UTC to Monday, 25 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:
[369] #edchat,#k12 [323] #edchat,#edtech [303] brain,blast [242] #edtech,#edchat [232] help,students [216] big,education [216] education,ape [216] #redfored,#tbats [201] #edchat,#edutwitter [201] #tbats,#edchat Top Word Pairs in Tweet in G1:
[245] #edchat,#k12 [214] #edchat,#edtech [209] big,education [209] education,ape [209] #redfored,#tbats [196] #tbats,#edchat [163] ape,top [163] 2022,#redfored [152] #k12,#learning [138] #edtech,#engchat Top Word Pairs in Tweet in G2:
[170] heart,centered [168] being,heart [168] centered,leader [168] leader,tnvora [168] tnvora,#edleaders [168] #edleaders,#leadership [168] #leadership,#edchat [167] tcea,being [48] #teachertwitter,#edchat [44] looking,ways Top Word Pairs in Tweet in G3:
[163] #edtech,#ditchbook [131] #ditchbook,#tlap [131] #tlap,#etcoaches [93] #etcoaches,#hacklearning [59] #hacklearning,#gsuiteedu [55] #gsuiteedu,#googleedu [44] choice,boards [40] #googleedu,#celebrated [37] mrshowell24,using [36] keep,students Top Word Pairs in Tweet in G4:
[126] help,students [125] simply,speaking [125] speaking,name [125] name,help [125] students,feel [125] feel,seen [125] seen,valued [125] valued,teacher2teacher [124] restorativegrp,simply [124] teacher2teacher,#res Top Word Pairs in Tweet in G5:
[26] #edchat,#education [18] #mradampe,#pegeeks [18] #googleei,#googleet [18] #pegeeks,#ukpechat [18] #ukpechat,#physed [17] #edutwitter,#edchat [17] #physed,#googleei [16] #edchat,#edutwitter [16] #googleet,#googlepd [15] #education,#edchat Top Word Pairs in Tweet in G6:
[239] brain,blast [146] #edchat,#literacy [146] blast,#edchat [146] #teacher,#ukedchat [144] do's,don'ts [144] don'ts,teaching [144] teaching,vocabulary [144] vocabulary,brain [144] #literacy,#teacher [144] #ukedchat,#k12 Top Word Pairs in Tweet in G7:
[37] #edchat,#edutwitter [24] #edchat,#education [23] help,students [22] #nearpodchat,#edchat [20] #ksleg,#ksed [20] #ksed,#edchat [19] students,learn [19] #edchat,#teachers [16] #teachers,#students [14] school,board Top Word Pairs in Tweet in G8:
[22] nurturing,linguistically [22] linguistically,inclusive [22] inclusive,learning [22] learning,environment [20] #edtech,#edchat [18] #edchat,#cpchat [17] #teaching,#edchat [17] #education,#mzteachuh [17] #mzteachuh,#sped [17] #sped,edutopia Top Word Pairs in Tweet in G9:
[25] sense,belonging [23] way,increase [23] increase,sense [23] belonging,school [19] aftunion,aftteach [15] easy,way [14] nothing,mean [14] mean,wonderful [14] wonderful,things [14] things,instead Top Word Pairs in Tweet in G10:
[11] gt,gt [11] actionable,innovations [9] learn,more [9] help,students [8] caring,earth [8] innovations,conversations [8] primary,source [8] source,analysis [7] join,courosa [7] join,tweetsomemoore Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: