The graph represents a network of 2,490 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, 31 December 2018 at 17:00 UTC.
The requested start date was Monday, 31 December 2018 at 01:01 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 13-day, 0-hour, 23-minute period from Monday, 17 December 2018 at 12:01 UTC to Sunday, 30 December 2018 at 12:24 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 : 2490
Unique Edges : 3056
Edges With Duplicates : 1452
Total Edges : 4508
Number of Edge Types : 3
Mentions : 3360
Tweet : 1087
Replies to : 61
Self-Loops : 1087
Reciprocated Vertex Pair Ratio : 0.0272856130403969
Reciprocated Edge Ratio : 0.0531217661262504
Connected Components : 469
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 1249
Maximum Edges in a Connected Component : 3017
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.169651
Graph Density : 0.000467760959466633
Modularity : 0.636842
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[114] edtech,edchat [104] gt,gt [97] check,out [91] edtech,education [85] education,edtech [79] microsoftedu,edtech [71] edchat,edtech [70] edtech,では飽き足らずに [70] では飽き足らずに,教育をai [70] 教育をai,で代替させようという動きがあるようです Top Word Pairs in Tweet in G1:
[17] edtech,education [13] edtech,startup [11] edtech,edchat [11] education,edtech [10] check,out [10] edchat,edtech [8] startup,datatrained [8] iam,platform [8] platform,curated [8] curated,retweet Top Word Pairs in Tweet in G2:
[68] microsoftedu,edtech [39] check,out [37] re,rs [34] edtech,education [27] pendidikan,education [27] education,tutorial [27] tutorial,blog [27] p4c,philosophy [26] blog,mouse [21] download,ultimate Top Word Pairs in Tweet in G3:
[86] gt,gt [23] activity,pack [20] mikequindazzi,gt [18] pupil,activity [16] drone,controllers [16] experiential,learning [16] learning,kids [16] lego_group,mikequindazzi [16] video,tutorials [13] gt,wef Top Word Pairs in Tweet in G4:
[13] see,latest [13] latest,edtech [13] edtech,apps [13] apps,websites [13] websites,curated [13] curated,ictmagic [13] ictmagic,ukedchat [9] edtech,sltchat [9] prepclass,gsma [8] find,out Top Word Pairs in Tweet in G5:
[22] edtech,edsurge [8] assessment,ready [8] ready,move [8] move,beyond [8] beyond,standardized [8] standardized,tests [8] tests,researchers [8] researchers,think [6] try,skype [6] skype,game Top Word Pairs in Tweet in G6:
[9] accenturestrat,beyonderltd [8] virtual,communities [7] gibsoni,accenturestrat [7] hrheingold,stewartbrand [7] stewartbrand,marc_smith [6] rhappe,feorlean [6] feorlean,lindafabianisnp [6] lindafabianisnp,derekmackaysnp [6] derekmackaysnp,jamiehepburn [6] jamiehepburn,johnswinney Top Word Pairs in Tweet in G7:
[70] edtech,では飽き足らずに [70] では飽き足らずに,教育をai [70] 教育をai,で代替させようという動きがあるようです [70] で代替させようという動きがあるようです,教育する行為は [70] 教育する行為は,ai [70] ai,で代替できません [70] で代替できません,加えて言うならai [70] 加えて言うならai,で代替できるような学びは単に [70] で代替できるような学びは単に,オンライン最適化ドリル [70] オンライン最適化ドリル,でしかないので Top Word Pairs in Tweet in G8:
[62] remove,image [62] image,background [31] move,over [31] over,dots [31] dots,triangles [31] triangles,squares [31] squares,time [31] time,emoji [31] emoji,bullets [31] bullets,here's Top Word Pairs in Tweet in G9:
[40] elearning,mlearning [40] edtech,edchat [29] e,learning [23] education,edtech [18] multimedia,interaction [18] interaction,strategies [18] strategies,e [18] learning,slideshare [18] slideshare,jbidarra [17] jbidarra,elearning Top Word Pairs in Tweet in G10:
[8] les,edtech [7] edtech,transforment [6] comment,les [6] transforment,travail [6] travail,des [6] des,professeurs [4] open,call [4] call,edtech [4] edtech,startups [4] startups,smes 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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