The graph represents a network of 5,170 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, 01 November 2021 at 10:25 UTC.
The requested start date was Monday, 01 November 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 5-day, 14-hour, 29-minute period from Tuesday, 26 October 2021 at 09:30 UTC to Monday, 01 November 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 : 5170
Unique Edges : 3482
Edges With Duplicates : 12029
Total Edges : 15511
Number of Edge Types : 5
Retweet : 4401
MentionsInRetweet : 5925
Tweet : 2106
Mentions : 2912
Replies to : 167
Self-Loops : 2255
Reciprocated Vertex Pair Ratio : 0.0422960725075529
Reciprocated Edge Ratio : 0.0811594202898551
Connected Components : 628
Single-Vertex Connected Components : 301
Maximum Vertices in a Connected Component : 3576
Maximum Edges in a Connected Component : 12620
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.197963
Graph Density : 0.000258197489646842
Modularity : 0.408196
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,170 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, 01 November 2021 at 10:25 UTC.
The requested start date was Monday, 01 November 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 5-day, 14-hour, 29-minute period from Tuesday, 26 October 2021 at 09:30 UTC to Monday, 01 November 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:
[396] #edtech,#edchat [328] #edchat,#edtech [229] #edchat,#k12 [206] big,education [201] education,ape [156] #edchat,#edutwitter [155] gt,gt [152] classroom,#edchat [151] #redfored,#tbats [149] #edchat,#cpchat Top Word Pairs in Tweet in G1:
[196] big,education [196] education,ape [168] #edchat,#k12 [147] #redfored,#tbats [137] #tbats,#edchat [131] classroom,#edchat [129] learn,establish [129] establish,differentiated [129] differentiated,responsive [129] responsive,classroom Top Word Pairs in Tweet in G2:
[55] #edchat,#education [23] #halloween,#edchat [17] little,lake [17] lake,csd [16] #edchat,#edtech [15] happy,halloween [14] #edutwitter,#edchat [13] community,safe [13] safe,happy [12] #edchat,#edutwitter Top Word Pairs in Tweet in G3:
[69] authentic,learning [34] school,librarians [28] library,association [20] look,smoothly [20] smoothly,child [20] child,defended [20] defended,library [20] association,trains [20] trains,school [20] librarians,make Top Word Pairs in Tweet in G4:
[174] #edtech,#edchat [51] #edchat,#edtech [37] #edtech,#education [35] #education,#mzteachuh [35] #mzteachuh,#sped [34] #teaching,#edchat [33] #sped,edutopia [33] edutopia,weareteachers [33] weareteachers,mindshiftkqed [33] teachthoughtpd,educationdive Top Word Pairs in Tweet in G5:
[62] one,best [62] best,things [62] things,teacher [62] teacher,look [62] look,colleagues [62] colleagues,building [62] building,still [62] still,love [62] elmagazine,one [46] instructional,leadership Top Word Pairs in Tweet in G6:
[75] qualities,great [75] great,principals [75] principals,halloween [75] halloween,twist [75] twist,#sketchnote [75] #sketchnote,woodard_julie [75] woodard_julie,#edchat [75] #edchat,#cpchat [75] #cpchat,#eduleader [74] mindshiftkqed,qualities Top Word Pairs in Tweet in G7:
[47] differentiate,more [47] more,effectively [47] effectively,prioritize [47] prioritize,student [47] student,agency [47] agency,cultivate [47] cultivate,4cs [47] 4cs,21st [47] 21st,century [47] century,learning Top Word Pairs in Tweet in G8:
[56] read,one [56] one,again [56] again,actions [56] actions,speak [56] speak,louder [56] louder,titles [56] titles,#edchat [55] drmarciatate,read [25] life,look [25] look,adopted Top Word Pairs in Tweet in G9:
[61] #aussieed,#edchat [39] #science,#nqtchat [35] different,ways [35] ways,show [35] show,learning [35] learning,#edchat [35] #edchat,#cpchat [35] #cpchat,#suptchat [35] #suptchat,#edutwitter [35] #edutwitter,#disruptivethink Top Word Pairs in Tweet in G10:
[7] thepeopleshubuk,delusionalacad1 [7] delusionalacad1,psychmh [7] stem,steam [7] steam,show [7] show,putting [7] putting,#art [7] #art,stem [7] stem,ada [7] ada,lovelace [7] lovelace,wrote Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: