The graph represents a network of 4,277 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, 24 June 2019 at 14:10 UTC.
The requested start date was Monday, 24 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 2-day, 13-hour, 18-minute period from Thursday, 20 June 2019 at 21:12 UTC to Sunday, 23 June 2019 at 10:31 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 : 4277
Unique Edges : 6413
Edges With Duplicates : 2498
Total Edges : 8911
Number of Edge Types : 3
Mentions : 7036
Tweet : 1645
Replies to : 230
Self-Loops : 1645
Reciprocated Vertex Pair Ratio : 0.046427987575609
Reciprocated Edge Ratio : 0.0887361349789095
Connected Components : 610
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 2790
Maximum Edges in a Connected Component : 7010
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.778553
Graph Density : 0.000350002285595304
Modularity : 0.623401
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[203] mtholfsen,new [198] #edtech,#edchat [185] check,out [156] #edchat,#edtech [139] #education,#edtech [114] immersive,reader [104] teachers,students [93] new,teachers [82] #edtech,#education [82] #iste19,#edtech Top Word Pairs in Tweet in G1:
[184] mtholfsen,new [85] new,teachers [84] teachers,students [74] immersive,reader [68] google,edu [61] g,suite [55] students,login [55] login,use [55] use,free [55] free,office365 Top Word Pairs in Tweet in G2:
[30] #edchat,#edtech [20] #microsoftedu,#edtech [20] check,out [19] #edtech,#edchat [14] #edtech,#education [12] new,gradebook [11] locked,quiz [11] quiz,mode [11] google,classroom [10] learn,more Top Word Pairs in Tweet in G3:
[18] #edchat,#edtech [18] immersive,reader [13] #edtech,#education [12] check,out [11] #education,#edtech [11] #edtech,#edtechchat [11] 7,hot [11] hot,edtech [11] edtech,topics [10] #edtech,#edchat Top Word Pairs in Tweet in G4:
[64] #edtech,#edchat [44] #education,#edtech [39] #elearning,#mlearning [34] higher,education [33] #edtech,#highered [31] activity,pack [30] big,data [23] #highered,#highereducation [23] primary,computing [21] #education,#educación Top Word Pairs in Tweet in G5:
[16] check,out [13] #microsoftedu,#edtech [9] state,district [8] out,now [8] now,iste's [8] iste's,new [8] new,courseofmind [8] courseofmind,publications [8] publications,state [8] district,policymakers Top Word Pairs in Tweet in G6:
[24] adobespark,now [23] big,make [23] make,huge [23] huge,adobespark [23] now,supports [23] supports,project [23] project,sharing [23] sharing,students [23] students,collaborating [23] collaborating,team Top Word Pairs in Tweet in G7:
[33] #edtech,#edchat [26] google,classroom [24] #edchat,#edtech [19] ready,find [19] find,apps [19] apps,make [19] make,google [19] classroom,even [19] even,better [19] better,check Top Word Pairs in Tweet in G8:
[15] educators,use [11] genuinely,interested [11] interested,hear [11] hear,educators [11] use,interactive [11] interactive,whiteboards [11] whiteboards,during [11] during,lessons [11] lessons,#edtech [11] #edtech,pls Top Word Pairs in Tweet in G9:
[65] best,apps [63] 2019,aasl [63] aasl,best [51] teaching,learning [43] excited,announce [43] announce,2019 [43] apps,amazing [43] amazing,list [43] list,app [43] app,teaching Top Word Pairs in Tweet in G10:
[30] #edtech,#elearning [29] #edchat,#education [29] #education,#edtech [29] #elearning,#k12 [26] #re,#rs [24] download,ultimate [21] check,out [21] #ukedchat,#sltchat [17] #sltchat,#edtech [15] religious,studies Top Replied-To in Entire Graph:
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