The graph represents a network of 4,848 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, 19 December 2022 at 11:41 UTC.
The requested start date was Monday, 19 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, 13-hour, 16-minute period from Friday, 09 December 2022 at 11:44 UTC to Monday, 19 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 : 4848
Unique Edges : 2962
Edges With Duplicates : 12447
Total Edges : 15409
Number of Edge Types : 5
Mentions : 3517
MentionsInRetweet : 5399
Replies to : 82
Retweet : 4098
Tweet : 2313
Self-Loops : 2439
Reciprocated Vertex Pair Ratio : 0.0388109000825764
Reciprocated Edge Ratio : 0.0747217806041336
Connected Components : 532
Single-Vertex Connected Components : 281
Maximum Vertices in a Connected Component : 3418
Maximum Edges in a Connected Component : 12097
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.192058
Graph Density : 0.000267679439699695
Modularity : 0.380833
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,848 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, 19 December 2022 at 11:41 UTC.
The requested start date was Monday, 19 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, 13-hour, 16-minute period from Friday, 09 December 2022 at 11:44 UTC to Monday, 19 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:
[470] #edchat,#edtech [287] #education,#edchat [230] #edtech,#edchat [163] #teaching,#edchat [162] #edtech,#education [159] #edchat,#education [127] #edchat,#edutwitter [124] translation,underpaid [124] student,engagement [124] poor,children Top Word Pairs in Tweet in G1:
[327] #edchat,#edtech [143] #edtech,#education [141] #education,#edchat [107] #edtech,#homeschool [100] #sped,edutopia [100] #mzteachuh,#sped [100] #education,#mzteachuh [97] #homeschool,#homeschooling [93] edutopia,mindshiftkqed [93] understoodorg,teachthoughtpd Top Word Pairs in Tweet in G2:
[36] #mradampe,#pegeeks [35] #googleei,#googleet [29] #googleet,#googlepd [21] #googlepd,#primaryrocks [20] visit,usa [20] places,visit [20] #ukpechat,#physed [20] #pechat,#googleei [20] #pegeeks,#ukpechat [20] best,places Top Word Pairs in Tweet in G3:
[119] #teaching,#edchat [90] woodard_julie,#teaching [90] thinking,woodard_julie [90] thinking,thinking [88] tcea,thinking [65] #teacherlife,#edchat [48] #edchat,#mondaymorning [48] monday,#teacherlife [48] great,monday [48] really,great Top Word Pairs in Tweet in G4:
[89] #teachertwitter,#ed [88] student,engagement [87] swaps,try [87] struggling,student [87] try,achievethecore [87] give,one [87] one,language [87] language,swaps [87] achievethecore,#teachertwitter [87] engagement,give Top Word Pairs in Tweet in G5:
[38] #edchat,#k12 [28] #edtech,#edtechchat [27] #edtechchat,#edchat [21] respond,solutiontree [21] students,respond [21] rigor,response [21] exactly,deeply [21] #dok,depth [21] depth,knowledge [21] response,exactly Top Word Pairs in Tweet in G6:
[76] mr,brian [76] couldn,last [76] job,mr [76] minutes,early [76] brian,#edchat [76] great,job [76] childhood,classroom [76] classroom,great [76] last,minutes [76] early,childhood Top Word Pairs in Tweet in G7:
[19] 12,days [15] resources,educators [15] christmas,resources [15] great,discussion [14] days,christmas [14] educators,day [13] free,webinar [13] register,free [11] #edchat,#education [10] school,students Top Word Pairs in Tweet in G8:
[61] station,rotation [44] group,dynamic [44] small,group [44] successful,small [44] wanted,design [44] rotation,worried [44] worried,student [44] student,successful [44] design,station [40] catlin_tucker,wanted Top Word Pairs in Tweet in G9:
[121] debt,poor [121] country,earth' [121] translation,underpaid [121] poor,children [121] underpaid,#teachers [121] student,debt [121] pay,student [121] #teachers,'greatest [121] richest,country [121] earth',pay Top Word Pairs in Tweet in G10:
[58] 6th,grader [58] school,#teacher [58] bring,#bible [58] allowed,bring [58] phoenix,az [58] az,area [58] #bible,class [58] area,6th [58] public,school [58] class,public Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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: