The graph represents a network of 4,090 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 Tuesday, 11 June 2019 at 14:10 UTC.
The requested start date was Monday, 10 June 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 1-day, 20-hour, 1-minute period from Saturday, 08 June 2019 at 03:58 UTC to Monday, 10 June 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 : 4090
Unique Edges : 5708
Edges With Duplicates : 2837
Total Edges : 8545
Number of Edge Types : 3
Mentions : 6566
Tweet : 1832
Replies to : 147
Self-Loops : 1832
Reciprocated Vertex Pair Ratio : 0.033996383363472
Reciprocated Edge Ratio : 0.0657572577824414
Connected Components : 578
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 2788
Maximum Edges in a Connected Component : 6930
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.155282
Graph Density : 0.00034190364631449
Modularity : 0.608195
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[268] #edtech,#edchat [212] #education,#edtech [172] #edchat,#edtech [160] check,out [132] #edtech,#elearning [124] #edchat,#education [120] #edtech,#education [101] #elearning,#k12 [88] #microsoftedu,#edtech [79] learn,more Top Word Pairs in Tweet in G1:
[55] check,out [54] #edchat,#edtech [49] activity,pack [47] #re,#rs [43] download,ultimate [39] ditch,tech [37] #edtech,#education [35] pupil,activity [35] primary,computing [34] #ditchbook,#edtech Top Word Pairs in Tweet in G2:
[93] #edtech,#edchat [63] #elearning,#mlearning [59] #edtech,#education [51] #dev,#devclever [47] #education,#edtech [47] dev_clever,#dev [44] #education,#educación [44] iam,platform [44] platform,curated [44] curated,retweet Top Word Pairs in Tweet in G3:
[13] #education,#edtech [13] #edtech,#edtechchat [11] #elearning,#edtech [11] #edtech,#edchat [10] #edchat,#edtech [9] find,out [9] out,more [8] call,now [8] check,out [7] received,free Top Word Pairs in Tweet in G4:
[74] #microsoftedu,#edtech [18] designed,presenter [18] presenter,led [18] led,instruction [18] instruction,1000 [18] 1000,point [18] point,course [18] course,includes [18] includes,resources [18] resources,ll Top Word Pairs in Tweet in G5:
[31] #edtech,edsurge [30] #edchat,#edtech [25] #d123,#edchat [22] social,emotional [22] emotional,learning [20] teach,social [20] 4,easy [20] #edtech,#cpchat [19] enough,time [19] time,teach Top Word Pairs in Tweet in G6:
[95] #edchat,#education [94] #education,#edtech [93] #edtech,#elearning [87] #elearning,#k12 [65] argument,anchor [65] anchor,chart [65] chart,weareteachers [65] weareteachers,#edchat [64] elements,argument [63] alex_corbitt,elements Top Word Pairs in Tweet in G7:
[8] edutech_asia,hgse [8] hgse,edutopia [8] edutopia,edtech_k12 [8] edtech_k12,edtechteam [8] edtechteam,wilkesedd [8] wilkesedd,wilkesu [7] received,doctoral [7] doctoral,candidacy [7] candidacy,seeking [7] seeking,teachers Top Word Pairs in Tweet in G8:
[8] interviewing,olewis_coaching [8] olewis_coaching,#edtech [8] #edtech,#leadership [8] #leadership,#cogscisci [8] #cogscisci,more [8] more,#teachuaechat [8] #teachuaechat,#edchatmena [8] #edchatmena,#edchat [8] #edtech50,study [8] study,visit Top Word Pairs in Tweet in G9:
[8] #robots,learning [8] learning,facilitators [8] facilitators,classrooms [8] classrooms,v [8] v,analyticsinme [8] analyticsinme,#edtech [8] #edtech,#ai [5] #machinelearning,#d [5] #ai,#machinelearning [4] #ar,#vr Top Word Pairs in Tweet in G10:
[17] google,docs [15] equatio,yes [15] yes,type [15] type,math [15] math,science [15] science,google [15] docs,forms [15] forms,#edtech [14] 18,free [14] free,image Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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