The graph represents a network of 4,032 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, 07 August 2019 at 14:19 UTC.
The requested start date was Monday, 05 August 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 6-day, 15-hour, 57-minute period from Monday, 29 July 2019 at 08:02 UTC to Monday, 05 August 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 : 4032
Unique Edges : 5378
Edges With Duplicates : 2799
Total Edges : 8177
Number of Edge Types : 3
Tweet : 1848
Mentions : 6041
Replies to : 288
Self-Loops : 1848
Reciprocated Vertex Pair Ratio : 0.0346438302841573
Reciprocated Edge Ratio : 0.0669676448457487
Connected Components : 618
Single-Vertex Connected Components : 309
Maximum Vertices in a Connected Component : 2537
Maximum Edges in a Connected Component : 6109
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.032589
Graph Density : 0.000327078238886723
Modularity : 0.60346
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[204] check,out [201] #edtech,#edchat [184] #education,#edtech [149] #edtech,#education [144] #edchat,#edtech [105] gt,gt [95] activity,pack [74] #people,#products [74] #products,#projects [74] #projects,making Top Word Pairs in Tweet in G1:
[74] #edtech,#education [55] #education,#edtech [50] #re,#rs [48] check,out [48] #edtech,#edchat [45] download,ultimate [36] #edchat,#edtech [32] #ukedchat,#sltchat [31] iam,platform [31] platform,curated Top Word Pairs in Tweet in G2:
[64] gt,gt [63] #people,#products [63] #products,#projects [63] #projects,making [58] making,#impact [58] #impact,2019 [58] 2019,#uk [56] #awards,#yearbook [56] #yearbook,#people [54] #edtech50,#awards Top Word Pairs in Tweet in G3:
[41] #edtech,#edchat [23] check,out [22] #edtech,#education [18] #learn4life,#education [17] #education,#edtech [16] edtech,startups [16] ai,education [15] #education,#learning [15] #learning,#ideas [15] #math,#techtalk Top Word Pairs in Tweet in G4:
[30] ways,use [26] 10,awesome [26] awesome,ways [26] use,flipgrid [26] flipgrid,classroom [26] classroom,#edtech [25] shakeuplearning,10 [23] google,docs [21] cite,sources [21] sources,google Top Word Pairs in Tweet in G5:
[94] activity,pack [51] primary,computing [51] video,tutorials [50] pupil,activity [48] activity,packs [39] computing,activity [37] #vr,#virtualreality [36] key,stage [26] verb,verbtech_co [23] lesson,outlines Top Word Pairs in Tweet in G6:
[57] new,flipgrid [52] created,introduce [51] here's,quick [51] quick,video [51] video,overview [51] overview,created [51] introduce,new [51] flipgrid,updates [51] updates,teachers [51] teachers,work Top Word Pairs in Tweet in G7:
[38] schools,#edtech [36] ericcurts,18 [36] 18,free [36] free,image [36] image,sites [36] sites,tools [36] tools,schools [18] engaging,quiet [18] quiet,students [18] students,google Top Word Pairs in Tweet in G8:
[13] #edchat,#edtech [12] #d123,#edchat [11] #edtech,#cpchat [10] #cpchat,#pblchat [10] #pblchat,#ntchat [8] #ntchat,#kinderchat [8] #kinderchat,#elemchat [7] #elemchat,#mschat [7] #mschat,#hschat [7] #hschat,#mathchat Top Word Pairs in Tweet in G9:
[33] pleased,piece [33] piece,teachers [33] teachers,out [33] out,surveillance [33] surveillance,platform [33] platform,capitalism [33] capitalism,commercialization [33] commercialization,education [33] education,positive [33] sounds,teachers Top Word Pairs in Tweet in G10:
[7] jethartjinj,purcellstevenj [7] pate_by_patti,pivotalreality [7] pivotalreality,flexlr8 [6] beyonderltd,jethartjinj [5] purcellstevenj,pate_by_patti [5] look,forward [4] eddie,mair [4] liz,truss [4] flexlr8,edtech_stories [3] juliemcelroy,beyonderltd Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
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: