The graph represents a network of 6,196 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, 13 June 2022 at 11:00 UTC.
The requested start date was Monday, 13 June 2022 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 3-day, 15-hour, 43-minute period from Thursday, 09 June 2022 at 08:15 UTC to Sunday, 12 June 2022 at 23:58 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 : 6196
Unique Edges : 5884
Edges With Duplicates : 11423
Total Edges : 17307
Number of Edge Types : 5
Mentions : 3802
Replies to : 369
MentionsInRetweet : 6596
Retweet : 4125
Tweet : 2415
Self-Loops : 2509
Reciprocated Vertex Pair Ratio : 0.044166955717424
Reciprocated Edge Ratio : 0.0845974975085815
Connected Components : 1079
Single-Vertex Connected Components : 633
Maximum Vertices in a Connected Component : 3802
Maximum Edges in a Connected Component : 13761
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.833423
Graph Density : 0.000235278976621122
Modularity : 0.472696
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,196 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, 13 June 2022 at 11:00 UTC.
The requested start date was Monday, 13 June 2022 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 3-day, 15-hour, 43-minute period from Thursday, 09 June 2022 at 08:15 UTC to Sunday, 12 June 2022 at 23:58 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:
[203] #byjus,#edtech [198] edtech,startup [187] #edtech,#education [126] learn,more [122] #education,#edtech [115] #edtech,#edchat [113] #edchat,#edtech [93] schools,universities [91] virtual,reality [89] #education,#meded Top Word Pairs in Tweet in G1:
[76] #byjus,#edtech [70] #education,#edtech [42] #edtech,#ditchbook [42] #ditchbook,#tlap [42] #tlap,#etcoaches [41] #edtech,#edchat [40] #etcoaches,#hacklearning [37] #gsuiteedu,#googleedu [35] #hacklearning,#gsuiteedu [31] #sel,#edtech Top Word Pairs in Tweet in G2:
[74] #byjus,#edtech [64] edtech,startup [44] edtech,platform [39] 8m,series [36] gomycode,raises [36] upskilling,edtech [36] platform,gomycode [36] gomycode,closes [36] closes,8m [34] daily,crunch Top Word Pairs in Tweet in G3:
[46] #byjus,#edtech [44] activity,pack [37] pupil,activity [29] #edtech,#edchat [25] #highered,#edtech [25] video,tutorials [24] #nonprofit,#csr [22] #community,#education [22] #education,#sustainability [22] #sustainability,#nonprofits Top Word Pairs in Tweet in G4:
[82] #edtech,#education [81] #3d,#ar [81] #ar,future [81] future,#medical [81] #medical,#learning [81] #learning,#medtech [81] #medtech,#edtech [81] #education,#meded [81] #meded,#healthtech [81] #healthtech,#augmentedreality Top Word Pairs in Tweet in G5:
[49] discover,use [49] use,technology [49] technology,empower [49] empower,students [49] students,special [49] special,needs [49] needs,ms_katienieves [49] ms_katienieves,edutopia [49] edutopia,#sped [48] tcea,discover Top Word Pairs in Tweet in G6:
[19] ruler,microsoft [19] microsoft,whiteboard [19] whiteboard,rolling [19] rolling,draw [19] draw,straight [19] straight,lines [19] lines,angles [19] angles,rotate [19] rotate,touch [19] touch,extrapolate Top Word Pairs in Tweet in G7:
[52] edtech,breakthrough [34] breakthrough,awards [32] awards,program [30] solution,provider [27] 2022,edtech [24] provider,year [21] learning,solution [20] solution,year [19] year,2022 [19] breakthrough,award Top Word Pairs in Tweet in G8:
[23] #edtech,more [23] more,resource [23] resource,8th [23] 8th,grader [23] grader,fares [23] fares,#readandwrite [23] #readandwrite,lifeline [23] lifeline,world [23] world,becomes [23] becomes,more Top Word Pairs in Tweet in G9:
[22] pitching,startup [22] startup,idea [18] idea,giving [17] 100,million [16] #edtech,#startup [14] #startup,#summercamp [14] #summercamp,#entrepreneurship [14] #entrepreneurship,#k12education [13] u18,launchpad [13] launchpad,2022 Top Word Pairs in Tweet in G10:
[10] yearbook,team [9] opened,1st [9] 1st,21 [9] 21,22 [9] 22,edtech_isf [9] edtech_isf,yearbook [9] yearbook,find [9] find,qr [9] qr,code [9] code,explanation 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: