The graph represents a network of 5,660 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, 22 August 2022 at 10:57 UTC.
The requested start date was Monday, 22 August 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, 17-hour, 8-minute period from Thursday, 18 August 2022 at 06:52 UTC to Monday, 22 August 2022 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 : 5660
Unique Edges : 4918
Edges With Duplicates : 11255
Total Edges : 16173
Number of Edge Types : 5
Mentions : 2881
Retweet : 4310
MentionsInRetweet : 6193
Tweet : 2443
Replies to : 346
Self-Loops : 2541
Reciprocated Vertex Pair Ratio : 0.0426813301911495
Reciprocated Edge Ratio : 0.0818684078352587
Connected Components : 931
Single-Vertex Connected Components : 524
Maximum Vertices in a Connected Component : 3530
Maximum Edges in a Connected Component : 12523
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.553247
Graph Density : 0.000248642363988194
Modularity : 0.44446
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,660 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, 22 August 2022 at 10:57 UTC.
The requested start date was Monday, 22 August 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, 17-hour, 8-minute period from Thursday, 18 August 2022 at 06:52 UTC to Monday, 22 August 2022 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".
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:
[330] #byjus,#edtech [222] #education,#edtech [184] mr,andreagassi [184] andreagassi,team [184] team,briefed [184] briefed,edtech [184] edtech,plans [184] plans,india [184] india,mission [184] mission,positively Top Word Pairs in Tweet in G1:
[112] take,time [110] curious,podcasts [110] podcasts,here's [110] here's,simple [110] simple,process [110] process,template [110] template,start [110] start,#podcasting [110] #podcasting,students [109] first,month Top Word Pairs in Tweet in G2:
[256] #byjus,#edtech [63] dose,inspiration [54] #insurtech,#fintech [53] #edchat,#edtech [47] #fintech,#finsevr [45] #edtech,#homeschool [44] #finsevr,#ai [41] #edtech,#education [40] #designthinking,#uiux [37] #homeschool,#homeschooling Top Word Pairs in Tweet in G3:
[35] those,case [35] case,missed [35] missed,revisions [35] revisions,12 [35] 12,rate [35] rate,program [35] program,read [35] read,summary [35] summary,#edtech [34] edtech,startup Top Word Pairs in Tweet in G4:
[145] #education,#edtech [54] activity,pack [49] #edtech,#edchat [45] #sel,#edtech [40] flash,edtech [35] pupil,activity [34] back,school [34] #edtech,#k12 [33] video,tutorials [29] school,year Top Word Pairs in Tweet in G5:
[71] #edtech,#ditchbook [71] #ditchbook,#tlap [71] #tlap,#etcoaches [51] #etcoaches,#hacklearning [46] #hacklearning,#gsuiteedu [27] #edtech,edsurge [24] #gsuiteedu,#googleedu [24] plan,use [24] use,hexagonal [24] hexagonal,thinking Top Word Pairs in Tweet in G6:
[20] #ditchbook,#edtech [20] #mieexpert,#microsoftedu [17] school,year [17] #edtech,#mieexpert [15] jmattmiller,students [14] students,need [14] need,podcast [14] podcast,fast [14] fast,free [14] free,#ditchbook Top Word Pairs in Tweet in G7:
[184] mr,andreagassi [184] andreagassi,team [184] team,briefed [184] briefed,edtech [184] edtech,plans [184] plans,india [184] india,mission [184] mission,positively [183] dpradhanbjp,mr Top Word Pairs in Tweet in G8:
[41] recursos,tic [41] tic,crear [41] crear,buen [41] buen,portfolio [41] portfolio,digital [41] digital,#eportfolio [41] #eportfolio,#edtech [40] netlearning20,recursos [25] contenidos,educativos [25] educativos,digitales Top Word Pairs in Tweet in G9:
[17] sxswedu,panelpicker [14] panelpicker,2023 [13] 2023,vote [13] vote,session [12] vote,landingzone_org [12] landingzone_org,sxswedu [11] women,edtech [11] edtech,breaking [10] session,women [9] learn,more Top Word Pairs in Tweet in G10:
[17] #edtech,#edtechchat [9] please,vote [8] vote,panel [8] inclusive,community [8] community,pandemic [8] pandemic,#edtech [8] #edtech,upvote [8] upvote,upper [6] #googleclassroom,add [6] #brainpopconnect,fomo Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G10:
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: