The graph represents a network of 4,080 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 May 2019 at 14:10 UTC.
The requested start date was Monday, 27 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 15-hour, 53-minute period from Friday, 24 May 2019 at 08:07 UTC to Monday, 27 May 2019 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 : 4080
Unique Edges : 5401
Edges With Duplicates : 2441
Total Edges : 7842
Number of Edge Types : 3
Tweet : 1841
Mentions : 5889
Replies to : 112
Self-Loops : 1841
Reciprocated Vertex Pair Ratio : 0.0235885537509667
Reciprocated Edge Ratio : 0.0460899131091802
Connected Components : 625
Single-Vertex Connected Components : 313
Maximum Vertices in a Connected Component : 2656
Maximum Edges in a Connected Component : 6064
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.809899
Graph Density : 0.000318104687327248
Modularity : 0.623703
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[308] #education,#edtech [277] #edtech,#edchat [243] #edtech,#elearning [227] #edchat,#education [206] #elearning,#k12 [177] #edchat,#edtech [172] check,out [130] #edtech,#education [129] google,docs [129] #edtech,#edtechchat Top Word Pairs in Tweet in G1:
[31] #edtech,#edchat [23] check,out [18] #edtech,#education [16] find,out [14] #math,#techtalk [14] #techtalk,#iphone [14] #algebra,#edtech [13] #education,#edchat [12] #mathchat,#teachers [12] #teachers,#tech Top Word Pairs in Tweet in G2:
[19] check,out [18] sign,up [17] part,#edtech [17] #edtech,lunch [17] lunch,webinar [17] webinar,series [17] series,share [17] share,teaching [17] teaching,ideas [17] ideas,edtech Top Word Pairs in Tweet in G3:
[77] #edtech,#edchat [72] gt,gt [58] #education,#edtech [38] #elearning,#mlearning [38] #edtech,#highered [29] #pedagogy,#pedagogie [28] higher,education [25] artificial,intelligence [23] #highered,#edtech [22] #edchat,#edtech Top Word Pairs in Tweet in G4:
[53] mtholfsen,new [46] rolled,out [31] #microsoftedu,#edtech [28] #edtech,#edchat [28] new,simplified [28] simplified,ribbon [28] ribbon,rolled [28] out,globally [28] globally,#onenote [28] #onenote,online Top Word Pairs in Tweet in G5:
[50] activity,pack [31] primary,computing [31] pupil,activity [26] activity,packs [24] #edtech,#edchat [23] video,tutorials [21] #edtech,#education [19] four,free [19] free,websites [19] websites,serve Top Word Pairs in Tweet in G6:
[196] #edchat,#education [194] #education,#edtech [192] #edtech,#elearning [191] #elearning,#k12 [93] talk,scaffolds [93] scaffolds,classroom [93] classroom,teachheath [93] teachheath,#edchat [92] accountable,talk [91] alex_corbitt,accountable Top Word Pairs in Tweet in G7:
[51] #edtech,#edchat [43] #gsuiteedu,#edtech [32] google,docs [27] here,#edtech [24] chrome,app [24] app,extension [24] extension,database [24] database,teachers [24] teachers,here [23] shakeuplearning,chrome Top Word Pairs in Tweet in G8:
[39] #edtech,edsurge [25] computational,thinking [25] #vr,#virtualreality [19] thinking,critical [19] critical,thinking [19] thinking,works [19] works,subject [17] virtual,reality [16] #edtech,#arvrinedu [16] subject,#edtech Top Word Pairs in Tweet in G9:
[32] finland,school [32] school,tries [32] tries,out [32] out,#robots [32] #robots,teachers [32] teachers,v [32] v,scroll_in [32] scroll_in,#edtech [32] #edtech,#robotics [32] #robotics,#ai Top Word Pairs in Tweet in G10:
[11] #microsoftedu,#edtech [7] educators',tech [7] tech,#ocsb [6] #edtech,#gbl [5] game,jam [5] jam,creating [5] creating,video [5] video,game [5] makeuseof,#ocsb [5] #edtech,#edchat Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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