The graph represents a network of 4,953 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, 29 November 2021 at 11:28 UTC.
The requested start date was Monday, 29 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 7-day, 8-hour, 31-minute period from Sunday, 21 November 2021 at 16:29 UTC to Monday, 29 November 2021 at 01:00 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 : 4953
Unique Edges : 3441
Edges With Duplicates : 12064
Total Edges : 15505
Number of Edge Types : 5
Mentions : 2635
Tweet : 2221
Retweet : 4454
MentionsInRetweet : 6106
Replies to : 89
Self-Loops : 2394
Reciprocated Vertex Pair Ratio : 0.0363608468855477
Reciprocated Edge Ratio : 0.0701702442635085
Connected Components : 580
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 3399
Maximum Edges in a Connected Component : 12384
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.696808
Graph Density : 0.000275407897238892
Modularity : 0.395124
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,953 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, 29 November 2021 at 11:28 UTC.
The requested start date was Monday, 29 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 7-day, 8-hour, 31-minute period from Sunday, 21 November 2021 at 16:29 UTC to Monday, 29 November 2021 at 01:00 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:
[612] #edchat,#edutwitter [389] #edchat,#edtech [305] #edchat,#k12 [285] #edtech,#edchat [214] gt,gt [193] ascd,#edchat [192] #edutwitter,#k12 [187] #learning,#edchat [186] higher,order [186] order,thinking Top Word Pairs in Tweet in G1:
[361] #edchat,#edutwitter [171] #edutwitter,#k12 [171] ascd,#edchat [168] strategies,assessing [168] assessing,higher [168] higher,order [168] order,thinking [168] thinking,ascd [168] #edutwitter,#educoach [164] #learning,#edchat Top Word Pairs in Tweet in G2:
[293] #edchat,#edtech [243] #edchat,#k12 [173] #redfored,#tbats [172] big,education [172] education,ape [169] #tbats,#edchat [164] #edtech,#edchat [152] 2021,#redfored [151] ape,top [132] #k12,#learning Top Word Pairs in Tweet in G3:
[59] #edchat,#education [30] learn,more [22] #mradampe,#pegeeks [19] #googleei,#googleet [15] #edtech,#edchat [15] #edutwitter,#edchat [15] #edchat,#edleaders [15] #googleet,#googlepd [14] #education,#edchat [14] work,together Top Word Pairs in Tweet in G4:
[121] #edtech,#ditchbook [119] #ditchbook,#tlap [112] #tlap,#etcoaches [87] #etcoaches,#hacklearning [82] #hacklearning,#gsuiteedu [75] #gsuiteedu,#googleedu [44] #googleedu,#celebrated [36] tcea,user [36] user,manual [36] manual,design Top Word Pairs in Tweet in G5:
[107] #edchat,#edutwitter [84] #edutwitter,#suptchat [75] #suptchat,#cpchat [44] means,equitable [44] equitable,leader [44] leader,#edchat [42] #cpchat,#digilead [42] e_sheninger,means [38] experience,best [38] best,teacher Top Word Pairs in Tweet in G6:
[27] shiftparadigm,harveyalvy1 [24] harveyalvy1,ritawirtz [22] helping,others [18] miracle,work [18] work,happy [18] happy,mother [18] mother,teresa [18] teresa,happy [18] happy,helping [18] others,find Top Word Pairs in Tweet in G7:
[36] #edchat,#cpchat [35] netnuggets,#edchat [34] drdoug's,netnuggets [18] drdouggreen,drdoug's [8] #cpchat,sciencealert [5] sciencealert,betamoroney [5] betamoroney,chidambara09 [5] chidambara09,shakeuplearning [5] shakeuplearning,pioneerspine [5] pioneerspine,jalopnik Top Word Pairs in Tweet in G8:
[22] positive,supportive [22] supportive,presence [22] presence,one [22] one,significant [22] significant,influences [22] influences,student's [22] student's,day [22] day,strategy [21] susancolton2,positive [18] don,limit Top Word Pairs in Tweet in G9:
[14] ada,lovelace [6] stem,steam [6] steam,show [6] show,putting [6] putting,#art [6] #art,stem [6] stem,ada [6] lovelace,wrote [6] wrote,world's [6] world's,first Top Word Pairs in Tweet in G10:
[62] choice,boards [42] 12,days [42] days,making [34] 11,holiday [27] december,choice [25] friends,december [25] boards,links [25] links,11 [25] holiday,collection [25] collection,12 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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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: