The graph represents a network of 6,864 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 Tuesday, 29 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 4-day, 10-hour, 15-minute period from Wednesday, 23 September 2020 at 13:45 UTC to Monday, 28 September 2020 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 : 6864
Unique Edges : 6153
Edges With Duplicates : 10398
Total Edges : 16551
Number of Edge Types : 5
Mentions : 4138
Retweet : 3934
MentionsInRetweet : 5763
Tweet : 2419
Replies to : 297
Self-Loops : 2539
Reciprocated Vertex Pair Ratio : 0.0429853566367501
Reciprocated Edge Ratio : 0.0824275362318841
Connected Components : 1309
Single-Vertex Connected Components : 702
Maximum Vertices in a Connected Component : 3785
Maximum Edges in a Connected Component : 11412
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.484274
Graph Density : 0.00018748554374374
Modularity : 0.508971
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,864 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 Tuesday, 29 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 4-day, 10-hour, 15-minute period from Wednesday, 23 September 2020 at 13:45 UTC to Monday, 28 September 2020 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".
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:
[202] #edtech,#education [188] #edtech,#edchat [150] learn,more [132] #edchat,#edtech [126] emerging,technologies [125] distance,learning [120] technologies,#edtech [120] #edtech,#gametech [120] #gametech,#medtech [120] #medtech,massive Top Word Pairs in Tweet in G1:
[34] read,more [31] #edtech,#edchat [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:
[56] #edtech,#edchat [56] quick,tip [56] tip,video [50] mtholfsen,quick [47] video,use [47] #microsoftteams,meetings [46] coming,soon [42] use,focus [42] focus,mode [42] mode,#microsoftteams Top Word Pairs in Tweet in G3:
[51] activity,pack [35] pupil,activity [31] video,tutorials [29] #edtech,#education [28] activity,packs [28] home,school [23] primary,computing [18] #edtech,#edtechchat [17] computing,activity [17] pack,home Top Word Pairs in Tweet in G4:
[22] sethideclercq,jamesdsayer [22] jamesdsayer,edtechmac [22] mrkempnz,mrkpyp [22] mrkpyp,global_edtech [22] global_edtech,appsevents1 [21] edtechevans,sethideclercq [21] edtechmac,tanyaleclair [21] tanyaleclair,mrkempnz [21] appsevents1,globalgeg [19] globalgeg,nicksedtech Top Word Pairs in Tweet in G5:
[32] google,meet [28] meet,tip [28] tip,turn [28] turn,camera [28] camera,microphone [28] microphone,simple [28] simple,shortcuts [28] shortcuts,kszajner [28] kszajner,#edtech [28] #edtech,#techtip Top Word Pairs in Tweet in G6:
[11] edtech,unicorn [10] unacademy,acquires [9] sound,pack [9] #scratch,#python [9] #edtech,startup [9] acquires,coursavy [9] coursavy,5th [9] 5th,acquisition [9] acquisition,edtech [9] unicorn,2020 Top Word Pairs in Tweet in G7:
[55] #edtech,edsurge [10] #edchat,#edtech [8] learning,zoom [8] zoom,same [8] same,person [8] person,brain [7] #d123,#edchat [7] #edtech,#cpchat [6] #edchat,#sel [6] #remotelearning,#distancelearning Top Word Pairs in Tweet in G8:
[16] check,valuable [16] valuable,#edtech [16] #edtech,#learn4life [16] #learn4life,tweets [16] tweets,torreytrust [15] free,virtual [12] know,#edtech [12] distance,learning [12] virtual,event [11] #edtech,works Top Word Pairs in Tweet in G9:
[76] zoom,update [72] finally,zoom [72] update,participants [72] participants,choose [72] choose,breakout [72] breakout,room [72] room,#edtech [71] kyleniemis,finally [71] #edtech,#edcha [38] hey,y'all Top Word Pairs in Tweet in G10:
[31] distance,learning [29] #ar,escape [29] escape,room [29] room,made [29] made,entirely [29] entirely,#ipad [29] #ipad,perfect [29] perfect,class [29] class,distance [29] learning,everyone 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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