The graph represents a network of 4,667 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 Wednesday, 03 April 2019 at 16:05 UTC.
The requested start date was Monday, 01 April 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, 23-minute period from Friday, 29 March 2019 at 08:37 UTC to Monday, 01 April 2019 at 00:01 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 : 4667
Unique Edges : 6353
Edges With Duplicates : 2263
Total Edges : 8616
Number of Edge Types : 3
Mentions : 6582
Tweet : 1858
Replies to : 176
Self-Loops : 1858
Reciprocated Vertex Pair Ratio : 0.0343369418132612
Reciprocated Edge Ratio : 0.0663941128372854
Connected Components : 817
Single-Vertex Connected Components : 383
Maximum Vertices in a Connected Component : 2809
Maximum Edges in a Connected Component : 6290
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.26472
Graph Density : 0.000280810877111741
Modularity : 0.662861
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[229] check,out [214] #edtech,#edchat [131] #education,#edtech [118] #edchat,#edtech [110] #edtech,#education [102] #edtech,#elearning [95] #edtech,#edtechchat [75] https,t [75] t,co [70] #edchat,#education Top Word Pairs in Tweet in G1:
[28] #edtech,#education [25] #edtech,#edchat [23] #edchat,#edtech [17] check,out [14] #edtech,#elearning [14] kids,learn [14] #education,#learning [14] 教えない,先生がこれから増えていく理由 [14] 先生がこれから増えていく理由,edtechが [14] edtechが,教室 Top Word Pairs in Tweet in G2:
[47] check,out [33] class,notebook [33] way,teach [33] #edtech,#edtechchat [31] onenote,class [31] notebook,digital [31] digital,binder [31] binder,change [31] change,way [31] teach,#edtech Top Word Pairs in Tweet in G3:
[52] https,t [52] t,co [51] #edtech,https [41] #elearning,#mlearning [39] #highered,#edtech [39] promethean,flipchart [32] #education,#edtech [31] #edtech,#highered [31] #microsoftedu,#edtech [30] #edtech,#edchat Top Word Pairs in Tweet in G4:
[20] #vr,#virtualreality [14] report,using [14] using,digital [14] #edtech,#edtechchat [13] #edchat,#edtech [12] k,12 [12] digital,technology [12] technology,improve [11] part,#edtech [11] #edtech,lunch Top Word Pairs in Tweet in G5:
[56] #education,#edtech [55] #edtech,#elearning [54] #edchat,#education [54] #elearning,#k12 [28] check,out [27] cognitive,rigor [27] rigor,matrix [27] drkarinhess,#edchat [24] 9,problems [24] problems,w Top Word Pairs in Tweet in G6:
[32] activity,pack [27] check,out [25] google,certified [23] #edtech,#edchat [22] primary,computing [21] #edchat,#edtech [20] activity,packs [19] #gsuiteedu,#edtech [19] using,new [19] new,#keynote Top Word Pairs in Tweet in G7:
[40] micro,bit [24] bbc,micro [17] want,play [17] play,tetris [17] tetris,bbc [17] bit,see [17] see,game [17] game,action [17] action,video [17] video,101computing Top Word Pairs in Tweet in G8:
[26] four,days [26] days,couple [26] couple,thousand [26] thousand,votes [26] votes,finally [26] finally,winner [26] winner,flipgrid [26] flipgrid,chosen [26] chosen,educators [25] kyleniemis,four Top Word Pairs in Tweet in G9:
[13] check,out [10] blog,post [7] thetechrabbi,#designthinking [7] #designthinking,check [7] out,blog [7] post,#edtech [6] classtechtips,thetechrabbi [6] easy,edtech [6] edtech,podcast [6] edtechdigest,microsoftedu Top Word Pairs in Tweet in G10:
[9] #sapereaude,presentando [9] presentando,nuestra [9] nuestra,experiencia [9] experiencia,#edtech [9] #edtech,jornada [9] jornada,googleforedu [9] googleforedu,aulaplaneta [9] aulaplaneta,#zaragoza [8] colmontearagon,#sapereaude [7] #zaragoza,dperezmar Top Replied-To in Entire Graph:
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