The graph represents a network of 6,825 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, 28 September 2020 at 10:18 UTC.
The requested start date was Monday, 28 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 5-hour, 25-minute period from Wednesday, 23 September 2020 at 12:10 UTC to Friday, 25 September 2020 at 17:35 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 : 6825
Unique Edges : 6080
Edges With Duplicates : 10241
Total Edges : 16321
Number of Edge Types : 5
Tweet : 2398
Mentions : 3973
Retweet : 3931
MentionsInRetweet : 5729
Replies to : 290
Self-Loops : 2519
Reciprocated Vertex Pair Ratio : 0.0444071051368219
Reciprocated Edge Ratio : 0.0850379223167088
Connected Components : 1317
Single-Vertex Connected Components : 704
Maximum Vertices in a Connected Component : 3761
Maximum Edges in a Connected Component : 11128
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.605793
Graph Density : 0.000186843246632227
Modularity : 0.511423
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,825 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, 28 September 2020 at 10:18 UTC.
The requested start date was Monday, 28 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 5-hour, 25-minute period from Wednesday, 23 September 2020 at 12:10 UTC to Friday, 25 September 2020 at 17:35 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : edtech
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[207] #edtech,#education [185] #edtech,#edchat [151] learn,more [137] emerging,technologies [131] technologies,#edtech [131] #edtech,#gametech [131] #gametech,#medtech [131] #medtech,massive [131] massive,market [131] market,opportunities Top Word Pairs in Tweet in G1:
[36] #edtech,#edchat [34] read,more [29] more,#edtech [27] #edtech,#education [23] recent,#ransomware [23] #ransomware,attack [23] attack,city [23] city,hartford [23] hartford,public [23] public,schools Top Word Pairs in Tweet in G2:
[52] activity,pack [37] google,meet [36] pupil,activity [32] video,tutorials [29] home,school [28] remote,learning [28] activity,packs [27] meet,tip [27] tip,turn [27] turn,camera Top Word Pairs in Tweet in G3:
[26] #googleei,#googleet [23] sethideclercq,jamesdsayer [23] jamesdsayer,edtechmac [23] mrkempnz,mrkpyp [23] mrkpyp,global_edtech [23] global_edtech,appsevents1 [22] edtechevans,sethideclercq [22] edtechmac,tanyaleclair [22] tanyaleclair,mrkempnz [22] appsevents1,globalgeg Top Word Pairs in Tweet in G4:
[62] #learning,#innovation [56] #innovation,#research [53] #edtech,#education [49] #research,#goals [49] #goals,#success [49] #success,#stem [46] classroom,#learning [45] #stem,#edtech [44] #edtech,#autism [39] #iiot,#machinelearning Top Word Pairs in Tweet in G5:
[55] quick,tip [55] tip,video [52] coming,soon [49] mtholfsen,quick [49] mtholfsen,coming [46] video,use [45] #microsoftteams,meetings [41] use,focus [41] focus,mode [41] mode,#microsoftteams Top Word Pairs in Tweet in G6:
[40] distance,learning [35] #ar,escape [35] escape,room [35] room,made [35] made,entirely [35] entirely,#ipad [35] #ipad,perfect [35] perfect,class [35] class,distance [35] learning,everyone Top Word Pairs in Tweet in G7:
[54] #edtech,edsurge [8] #edchat,#edtech [8] leader,year [8] year,dr [7] learning,zoom [7] zoom,same [7] same,person [7] person,brain [6] spending,more [6] learn,more Top Word Pairs in Tweet in G8:
[11] edtech,unicorn [10] unacademy,acquires [9] #edtech,startup [9] acquires,coursavy [9] coursavy,5th [9] 5th,acquisition [9] acquisition,edtech [9] unicorn,2020 [9] 2020,earlier [9] earlier,acquisitions Top Word Pairs in Tweet in G9:
[13] table,ronde [9] naissance,#association [9] #association,#edtech [9] #edtech,#hautsdefrance [9] #hautsdefrance,baptisée [9] baptisée,bière [9] bière,comme [9] comme,doit [9] doit,tradition [9] tradition,#chti Top Word Pairs in Tweet in G10:
[13] secure,free [13] join,#edtech [11] event,update [11] update,pleased [11] pleased,announce [11] announce,edtech [11] edtech,summit [11] summit,going [11] going,virtual [11] virtual,secure Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: