The graph represents a network of 5,301 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, 08 November 2021 at 10:25 UTC.
The requested start date was Monday, 08 November 2021 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 5-day, 8-hour, 23-minute period from Tuesday, 02 November 2021 at 16:34 UTC to Monday, 08 November 2021 at 00:58 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 : 5301
Unique Edges : 3731
Edges With Duplicates : 11889
Total Edges : 15620
Number of Edge Types : 5
Retweet : 4662
Tweet : 1899
MentionsInRetweet : 6466
Mentions : 2463
Replies to : 130
Self-Loops : 2033
Reciprocated Vertex Pair Ratio : 0.0351193781232648
Reciprocated Edge Ratio : 0.0678557060480086
Connected Components : 553
Single-Vertex Connected Components : 244
Maximum Vertices in a Connected Component : 3814
Maximum Edges in a Connected Component : 12957
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.871982
Graph Density : 0.000265418059248344
Modularity : 0.416329
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,301 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, 08 November 2021 at 10:25 UTC.
The requested start date was Monday, 08 November 2021 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 5-day, 8-hour, 23-minute period from Tuesday, 02 November 2021 at 16:34 UTC to Monday, 08 November 2021 at 00:58 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:
[505] #edchat,#edutwitter [367] #edtech,#edchat [280] #edchat,#edtech [277] #teachertwitter,#edchat [262] #education,#edchat [227] #edchat,#k12 [225] beyond,cool [225] cool,liamowens24 [225] liamowens24,created [225] created,bookopoly Top Word Pairs in Tweet in G1:
[185] #edchat,#k12 [182] #edchat,#edtech [180] big,education [180] education,ape [132] #redfored,#tbats [130] #edtech,#edchat [128] #tbats,#edchat [114] ape,top [114] 2021,#redfored [88] november,2021 Top Word Pairs in Tweet in G2:
[208] beyond,cool [208] cool,liamowens24 [208] liamowens24,created [208] created,bookopoly [208] bookopoly,#reading [208] #reading,challenge [208] challenge,graciously [208] graciously,made [208] made,shareable [206] tcea,beyond Top Word Pairs in Tweet in G3:
[122] #edchat,#edutwitter [87] #learning,#educoach [86] diben,#learning [86] #educoach,#edchat [84] instructional,strategies [83] tcea,culturally [83] culturally,responsive [83] responsive,instructional [83] strategies,diben [71] brain,blast Top Word Pairs in Tweet in G4:
[19] #edtech,#edchat [16] #edchat,#education [15] #edchat,#edutwitter [15] #education,#edchat [14] little,lake [14] lake,csd [14] read,full [12] full,article [10] covid,19 [10] #edchat,#edtech Top Word Pairs in Tweet in G5:
[16] school,leaders [16] leaders,help [16] help,build [16] build,collective [16] collective,efficacy [16] efficacy,embed [16] embed,routine [16] routine,practice [16] practice,public [16] public,learning Top Word Pairs in Tweet in G6:
[98] good,teachers [98] teachers,make [98] make,look [98] look,easy [98] easy,folks [98] folks,assume [98] assume,#edchat [97] fixingeducation,good [39] remember,one [39] one,party Top Word Pairs in Tweet in G7:
[139] #edchat,#edutwitter [123] #edutwitter,#suptchat [123] #suptchat,#cpchat [70] upgrading,kwl [70] kwl,chart [66] chart,#edchat [64] e_sheninger,upgrading [62] #satchat,#digilead [61] pedagogical,leadership [61] leadership,#edchat Top Word Pairs in Tweet in G8:
[28] aftunion,aftteach [25] #edchat,#educhat [24] gt,gt [23] lesson,plan [19] #educhat,#distancelearning [15] find,ways [15] ways,teach [15] teach,students [15] students,meaning [15] meaning,#veteransday Top Word Pairs in Tweet in G9:
[62] great,protocols [62] protocols,empower [62] empower,engagement [62] engagement,listening [62] listening,collaboration [62] collaboration,#learning [62] #learning,danielwickner [62] danielwickner,add [61] erik_youngman,great [24] #education,#edchat Top Word Pairs in Tweet in G10:
[23] #caedu,#edchat [13] #teachers,#edchat [10] twist,old [10] old,method [10] method,see [10] see,working [10] working,classroom [10] classroom,#teachers [10] #edchat,#teach [10] #teach,#teaching Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: