The graph represents a network of 4,829 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, 12 December 2022 at 11:49 UTC.
The requested start date was Monday, 12 December 2022 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 9-day, 21-hour, 25-minute period from Friday, 02 December 2022 at 03:35 UTC to Monday, 12 December 2022 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 : 4829
Unique Edges : 2896
Edges With Duplicates : 12876
Total Edges : 15772
Number of Edge Types : 5
Retweet : 4186
MentionsInRetweet : 5441
Mentions : 3674
Tweet : 2334
Replies to : 137
Self-Loops : 2504
Reciprocated Vertex Pair Ratio : 0.0450723175243861
Reciprocated Edge Ratio : 0.0862568393949147
Connected Components : 606
Single-Vertex Connected Components : 349
Maximum Vertices in a Connected Component : 3343
Maximum Edges in a Connected Component : 12568
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.63614
Graph Density : 0.000266530419038662
Modularity : 0.367539
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,829 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, 12 December 2022 at 11:49 UTC.
The requested start date was Monday, 12 December 2022 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 9-day, 21-hour, 25-minute period from Friday, 02 December 2022 at 03:35 UTC to Monday, 12 December 2022 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:
[441] #edchat,#edtech [249] #education,#edchat [235] #edtech,#edchat [179] #edtech,#education [177] student,debt [176] translation,underpaid [176] poor,children [176] richest,country [176] pay,student [176] debt,poor Top Word Pairs in Tweet in G1:
[237] #edchat,#edtech [155] #edtech,#education [138] #education,#edchat [121] #sped,edutopia [121] #mzteachuh,#sped [121] #education,#mzteachuh [117] edutopia,mindshiftkqed [114] edsurge,edsource [114] understoodorg,teachthoughtpd [114] edsource,educationweek Top Word Pairs in Tweet in G2:
[34] #edtech,#edchat [25] #langarts,#ela [24] telfar,bag [24] âœ,essay [24] bag,70 [22] #6thchat,#7thchat [21] #edchat,#education [16] #edchat,#edtech [16] #1stchat,#2ndchat [15] #kchat,#kinderchat Top Word Pairs in Tweet in G3:
[93] brain,blast [60] strategies,brain [56] #teaching,#edutwitter [49] #edchat,#teaching [38] ideas,teachers [38] self,care [38] blast,#ukedchat [38] 50,self [38] dear,educators [38] care,yourself Top Word Pairs in Tweet in G4:
[64] tier,one [51] extended,time [50] accommodation,extended [50] student,time [50] time,allowed [50] additional,time [50] time,student [50] allowed,additional [50] iep,accommodation [50] common,iep Top Word Pairs in Tweet in G5:
[174] #teachers,'greatest [174] pay,student [174] translation,underpaid [174] underpaid,#teachers [174] student,debt [174] earth',pay [174] poor,children [174] 'greatest,richest [174] debt,poor [174] richest,country Top Word Pairs in Tweet in G6:
[65] #edchat,#edutwitter [43] #edutwitter,#disruptivethink [37] empower,learners [25] learners,substance [25] choice,boards [25] way,empower [25] substance,tasks [25] matter,number [25] great,way [25] boards,great Top Word Pairs in Tweet in G7:
[19] #teachertwitter,#edchat [17] #earlyyears,#teamec [16] #eymatters,#eytalking [15] #eybluk,#eymatters [15] #teamec,#eybluk [14] #eytalking,#keyu [14] #keyu,#eyshare [13] #education,#schools [12] pm,member [12] susandebrablum,editor Top Word Pairs in Tweet in G8:
[59] az,area [59] #bible,class [59] public,school [59] grader,allowed [59] 6th,grader [59] bring,#bible [59] phoenix,az [59] school,#teacher [59] area,6th [59] allowed,bring Top Word Pairs in Tweet in G9:
[24] social,media [22] #edchat,#k12 [18] tomwhitby,harveyalvy1 [14] professional,learning [13] harveyalvy1,shiftparadigm [13] ascd,professional [13] emerging,leader [13] ascd,emerging [11] harveyalvy1,danacoledares [11] media,platforms Top Word Pairs in Tweet in G10:
[32] csedweek,#hourofcode [32] coding,#computerscience [32] celebrate,coding [32] week,celebrate [32] #hourofcode,week [32] week,such [32] great,week [32] such,great [31] shannonmmiller,csedweek [29] #computerscience,codiâ Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: