The graph represents a network of 4,250 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, 15 May 2019 at 14:14 UTC.
The requested start date was Monday, 13 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, 42-minute period from Friday, 10 May 2019 at 08:18 UTC to Monday, 13 May 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 : 4250
Unique Edges : 5963
Edges With Duplicates : 2793
Total Edges : 8756
Number of Edge Types : 3
Mentions : 6856
Tweet : 1751
Replies to : 149
Self-Loops : 1751
Reciprocated Vertex Pair Ratio : 0.0440360610263523
Reciprocated Edge Ratio : 0.0843573563600133
Connected Components : 604
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 2969
Maximum Edges in a Connected Component : 7149
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.985927
Graph Density : 0.000333476388908117
Modularity : 0.620899
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[273] check,out [244] #edtech,#edchat [234] #edchat,#edtech [231] #education,#edtech [223] #edtech,#elearning [204] google,classroom [195] end,year [192] #edchat,#education [174] classroom,clean [174] clean,up Top Word Pairs in Tweet in G1:
[74] #microsoftedu,#edtech [52] check,out [46] #edchat,#edtech [44] mtholfsen,new [26] out,blog [21] using,#edtech [19] #d123,#edchat [19] new,updated [19] updated,microsoft [19] microsoft,translator Top Word Pairs in Tweet in G2:
[22] check,out [22] #edtech,#education [15] #edtech,#edchat [15] retweet,please [12] investinwomen,edtech [12] please,retweet [11] #elearning,#edtech [11] edtech,startup [10] #edchat,#edtech [10] #edtech,#edtechchat Top Word Pairs in Tweet in G3:
[39] activity,pack [26] video,tutorials [23] #edtech,#edchat [21] primary,computing [20] pupil,activity [19] #education,#books [19] #books,#brain [19] #brain,#tech [19] #tech,#science [18] key,stage Top Word Pairs in Tweet in G4:
[163] google,classroom [156] end,year [152] classroom,clean [152] clean,up [151] year,google [151] up,tips [151] tips,6 [151] 6,tips [151] tips,cleaning [151] cleaning,up Top Word Pairs in Tweet in G5:
[27] #vr,#virtualreality [26] #cluster,#edtech [25] #edtech,#hautsdefrance [23] iam,platform [23] platform,curated [23] curated,retweet [22] #edtech,#highered [20] #iamplatform,#topinfluence [20] #topinfluence,#educationaltechnology [17] check,out Top Word Pairs in Tweet in G6:
[65] #edtech,#edchat [36] #elearning,#mlearning [33] #education,#educación [24] artificial,intelligence [23] #pedagogy,#pedagogie [22] #edtech,edsurge [20] #ai,#ia [20] big,data [18] #edtech,#elearning [18] emotion,cognition Top Word Pairs in Tweet in G7:
[95] check,out [52] here,https [52] https,t [52] t,co [51] mary,kate's [51] kate's,qr [51] qr,kids [51] kids,turned [51] turned,out [51] out,adorable Top Word Pairs in Tweet in G8:
[156] #edchat,#education [154] #education,#edtech [150] #edtech,#elearning [149] #elearning,#k12 [144] 4oclockfaculty,#edchat [142] alex_corbitt,7 [98] ideas,learner [98] learner,reflection [98] reflection,4oclockfaculty [97] 7,ideas Top Word Pairs in Tweet in G9:
[11] edchatmena,cathtfi [11] kevin69446674,aiapa [11] aiapa,mrs_c_aht [11] mrs_c_aht,jamesalanoloo [11] jamesalanoloo,gabrielpillay1 [11] gabrielpillay1,tveitdal [11] tveitdal,mindshiftkqed [11] skype,lego_group [11] lego_group,skypeclassroom [11] skypeclassroom,edinburghzoo Top Word Pairs in Tweet in G10:
[70] #edtech,#edchat [39] download,ultimate [39] #re,#rs [28] #edchat,#edtech [24] #ukedchat,#sltchat [23] check,out [23] #edtech,#education [20] ultimate,p4c [20] p4c,philosophy [20] philosophy,children 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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